<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article article-type="research-article" dtd-version="2.3" xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Pharmacol.</journal-id>
<journal-title>Frontiers in Pharmacology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Pharmacol.</abbrev-journal-title>
<issn pub-type="epub">1663-9812</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">881385</article-id>
<article-id pub-id-type="doi">10.3389/fphar.2022.881385</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Pharmacology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>DYRK1a Inhibitor Mediated Rescue of <italic>Drosophila</italic> Models of Alzheimer&#x2019;s Disease-Down Syndrome Phenotypes</article-title>
<alt-title alt-title-type="left-running-head">Zhu et al.</alt-title>
<alt-title alt-title-type="right-running-head">DYRK1A Inhibitor Rescues <italic>Drosophila</italic> Alzheimer&#x2019;s</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Zhu</surname>
<given-names>Bangfu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Parsons</surname>
<given-names>Tom</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Stensen</surname>
<given-names>Wenche</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Mj&#xf8;en Svendsen</surname>
<given-names>John S.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1872481/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Fugelli</surname>
<given-names>Anders</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1734669/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Hodge</surname>
<given-names>James J. L.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/5539/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>School of Physiology, Pharmacology and Neuroscience</institution>, <institution>Faculty of Life Science</institution>, <institution>University of Bristol</institution>, <addr-line>Bristol</addr-line>, <country>United Kingdom</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Chemistry</institution>, <institution>The Arctic University of Norway</institution>, <addr-line>Troms&#xf8;</addr-line>, <country>Norway</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Pharmasum Therapeutics AS</institution>, <institution>ShareLab, Forskningsparken i Oslo</institution>, <addr-line>Oslo</addr-line>, <country>Norway</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/48178/overview">Jacob Raber</ext-link>, Oregon Health and Science University, United States</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/834108/overview">Heidi J. Chial</ext-link>, University of Colorado Denver, United States</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/564837/overview">Yuan Shang</ext-link>, University of Arizona, United States</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: James J. L. Hodge, <email>james.hodge@bristol.ac.uk</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Neuropharmacology, a section of the journal Frontiers in Pharmacology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>19</day>
<month>07</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>881385</elocation-id>
<history>
<date date-type="received">
<day>22</day>
<month>02</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>23</day>
<month>06</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Zhu, Parsons, Stensen, Mj&#xf8;en Svendsen, Fugelli and Hodge.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Zhu, Parsons, Stensen, Mj&#xf8;en Svendsen, Fugelli and Hodge</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Alzheimer&#x2019;s disease (AD) is the most common neurodegenerative disease which is becoming increasingly prevalent due to ageing populations resulting in huge social, economic, and health costs to the community. Despite the pathological processing of genes such as <italic>Amyloid Precursor Protein</italic> (<italic>APP</italic>) into Amyloid-&#x3b2; and <italic>Microtubule Associated Protein Tau</italic> (<italic>MAPT</italic>) gene, into hyperphosphorylated Tau tangles being known for decades, there remains no treatments to halt disease progression. One population with increased risk of AD are people with Down syndrome (DS), who have a 90% lifetime incidence of AD, due to trisomy of human chromosome 21 (HSA21) resulting in three copies of <italic>APP</italic> and other AD-associated genes, such as <italic>DYRK1A</italic> (Dual specificity tyrosine-phosphorylation-regulated kinase 1A) overexpression. This suggests that blocking DYRK1A might have therapeutic potential. However, it is still not clear to what extent DYRK1A overexpression by itself leads to AD-like phenotypes and how these compare to Tau and Amyloid-&#x3b2; mediated pathology. Likewise, it is still not known how effective a DYRK1A antagonist may be at preventing or improving any Tau, Amyloid-&#x3b2; and DYRK1a mediated phenotype. To address these outstanding questions, we characterised <italic>Drosophila</italic> models with targeted overexpression of human <italic>Tau</italic>, human <italic>Amyloid-&#x3b2;</italic> or the fly orthologue of <italic>DYRK1A</italic>, called <italic>minibrain</italic> (<italic>mnb</italic>). We found targeted overexpression of these AD-associated genes caused degeneration of photoreceptor neurons, shortened lifespan, as well as causing loss of locomotor performance, sleep, and memory. Treatment with the experimental DYRK1A inhibitor PST-001 decreased pathological phosphorylation of human Tau [at serine (S) 262]. PST-001 reduced degeneration caused by human Tau, Amyloid-&#x3b2; or mnb lengthening lifespan as well as improving locomotion, sleep and memory loss caused by expression of these AD and DS genes. This demonstrated PST-001 effectiveness as a potential new therapeutic targeting AD and DS pathology.</p>
</abstract>
<kwd-group>
<kwd>
<italic>Drosophila</italic>
</kwd>
<kwd>sleep</kwd>
<kwd>memory</kwd>
<kwd>tau</kwd>
<kwd>amyloid-&#x03B2;</kwd>
<kwd>DYRK1A</kwd>
<kwd>minibrain</kwd>
<kwd>kinase inhibitor</kwd>
</kwd-group>
<contract-sponsor id="cn001">Alzheimer&#x2019;s Research United Kingdom<named-content content-type="fundref-id">10.13039/501100002283</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>AD is the most common form of dementia with &#x223c;50 million suffers worldwide which is set to double every 20&#xa0;years with ageing populations. In the US alone the societal and economic cost of dementia is $818 billion (<xref ref-type="bibr" rid="B4">Alzheimer&#x2019;s Association, 2016</xref>) and yet there remain no cure for AD, and only limited symptomatic treatments that includes anti-cholinesterases, a NMDA glutamate receptor antagonist and an A&#x3b2; clearing antibody, however these do not halt or reverse neurodegeneration. Loss of cholinergic neurons in the cortex and hippocampus is particularly pronounced leading to the hallmark behavioural changes such as personality changes and loss of sleep and memory which precede a shortening of life (<xref ref-type="bibr" rid="B96">Querfurth and LaFerl a, 2010</xref>; <xref ref-type="bibr" rid="B99">Selkoe and Hardy, 2016</xref>; <xref ref-type="bibr" rid="B84">Mukhopadhyay and Banerjee, 2021</xref>). Post-mortem examination of AD brains reveals neurodegeneration is highly correlated with accumulation of extracellular Amyloid-&#x3b2; (A&#x3b2;) plaques that are produced by the amyloidogenic cleavage of APP by secretases generating aggregating A&#x3b2; peptides such as the 42 amino acid (aa) peptide (A&#x3b2;42) (<xref ref-type="bibr" rid="B99">Selkoe and Hardy, 2016</xref>). The cognitive deficits of AD are most strongly correlated with the accumulation of intracellular tangles of hyperphosphorylated Tau. These are encoded by the microtubule associated protein Tau (MAPT) gene that can be alternatively spliced into six main isoforms of Tau which vary in numbers of both N-terminal domains (e.g., 0, 1, or 2N) and C-terminal aggregating tubulin-binding repeats (e.g., 3R or 4R). 4R isoforms are thought to display stronger tubulin binding and aggregation than 3R isoforms and are upregulated in the AD brain (<xref ref-type="bibr" rid="B8">Arendt et al., 2016</xref>). Tau aggregation is increased by hyperphosphorylation by several different kinases including glycogen synthase kinase-3&#x3b2;, cyclin-dependent kinase 5, JNK, microtubule-associated regulatory kinase, CaMKII and DYRK1A (<xref ref-type="bibr" rid="B53">Hanger et al., 1992</xref>; <xref ref-type="bibr" rid="B39">Ferrer et al., 2005</xref>; <xref ref-type="bibr" rid="B94">Plattner et al., 2006</xref>; <xref ref-type="bibr" rid="B125">Wang et al., 2007</xref>; <xref ref-type="bibr" rid="B62">Hooper et al., 2008</xref>; <xref ref-type="bibr" rid="B36">Dolan and Johnson, 2010</xref>; <xref ref-type="bibr" rid="B47">Ghosh and Giese, 2015</xref>; <xref ref-type="bibr" rid="B120">Toral-Rios et al., 2020</xref>).</p>
<p>Only 5% of the causes of AD are thought to be genetic, making it difficult to predict who will develop the disease or not, with diagnosis only usually possible after extensive and irreversible neurodegeneration has occurred frustrating attempts at early intervention and development of effective treatments (<xref ref-type="bibr" rid="B96">Querfurth and LaFerl a, 2010</xref>; <xref ref-type="bibr" rid="B100">Selkoe, 2012</xref>; <xref ref-type="bibr" rid="B99">Selkoe and Hardy, 2016</xref>; <xref ref-type="bibr" rid="B29">Congdon and Sigurdsson, 2018</xref>; <xref ref-type="bibr" rid="B106">Soeda and Takas hima, 2020</xref>). However, one large cohort of people almost certain to get AD are those with DS or trisomy 21 which is caused by three copies of HSA21 as opposed to the normal two, with AD causal gene, APP located on HSA21, hence three copies of APP leading to increased likelihood of AD pathology (<xref ref-type="bibr" rid="B99">Selkoe and Hardy, 2016</xref>; <xref ref-type="bibr" rid="B55">Herault et al., 2017</xref>). DS can be diagnosed <italic>in utero,</italic> is common (1:450-1:2,200 live births) and is characterised by a range of developmental abnormalities associated with loss of motor skills, learning ability and sleep (<xref ref-type="bibr" rid="B76">Lott and Dierssen, 2010</xref>; <xref ref-type="bibr" rid="B78">Malak et al., 2015</xref>). People with DS have an 90% chance of developing Alzheimer&#x2019;s disease (AD)-like symptoms (AD-DS) that includes progressive dementia from about 40&#xa0;years old preceded by A&#x3b2; plaques and neurofibrillary tangles (NFTs) of Tau accumulation resulting in neurodegeneration from about 10 to 20&#xa0;years old (<xref ref-type="bibr" rid="B136">Zigman, 2013</xref>; <xref ref-type="bibr" rid="B131">Wiseman et al., 2015</xref>). This pathology leads to the AD symptoms of progressive motor, cognitive and health decline (<xref ref-type="bibr" rid="B5">Anderson-Mooney et al., 2016</xref>) and shortening of life by &#x223c;30&#xa0;years (<xref ref-type="bibr" rid="B87">O&#x27;Leary et al., 2018</xref>).</p>
<p>However, another HSA21 gene, <italic>DYRK1A</italic> can also be considered a candidate causal gene for the pathological changes that occur in the DS and AD brain resulting in the associated cognitive and motor deficits (<xref ref-type="bibr" rid="B39">Ferrer et al., 2005</xref>; <xref ref-type="bibr" rid="B131">Wiseman et al., 2015</xref>; <xref ref-type="bibr" rid="B44">Garc&#xed;a-Cerro et al., 2017</xref>; <xref ref-type="bibr" rid="B55">Herault et al., 2017</xref>; <xref ref-type="bibr" rid="B7">Arbones et al., 2019</xref>). DYRK1A is highly expressed throughout the brain with increased levels in DS (<xref ref-type="bibr" rid="B38">Duchon and Herault, 2016</xref>; <xref ref-type="bibr" rid="B65">Kay et al., 2016</xref>). Therefore, the large alterations in DYRK1A gene-dosage are thought to have particularly negative consequences in DS, that may overshadow the more subtle effect it may have later in life that increase the risk of developing AD. DYRK1A has been genetically linked to late-onset AD (LOAD) within the Japanese population (<xref ref-type="bibr" rid="B69">Kimura et al., 2007</xref>). Furthermore people with DS having more than 100x risk of developing AD compared to rest of population, again largely thought to be due overexpression of APP and other chromosome 21 genes like DYRK1A throughout development and adulthood, leading to AD pathology including amyloid plaques and Tau tangles in young adults (<xref ref-type="bibr" rid="B136">Zigman, 2013</xref>; <xref ref-type="bibr" rid="B131">Wiseman et al., 2015</xref>; <xref ref-type="bibr" rid="B99">Selkoe and Hardy, 2016</xref>). However, in induced pluripotent stem cells from people with DS, the role of APP trisomy was demonstrated to be disconnected from tau pathology and neuronal cell death (<xref ref-type="bibr" rid="B90">Ovchinnikov et al., 2018</xref>). This suggests that DYRK1A and tau pathology is a larger contributor to AD-DS, than APP (<xref ref-type="bibr" rid="B132">Wiseman et al., 2018</xref>).</p>
<p>Regardless of the differing potential roles of APP, tau and DYRK1A in DS, AD-DS, and AD, there remains, no effective treatments for any of these diseases. This reflects the lack of knowledge of underlying mechanisms for these diseases and a deficit of new models, which is slowing progress and especially in development of new targets and treatments whose efficacy might translate to patients. Most of our understanding of the mechanistic changes that cause AD pathology comes from experiments performed in rodent familial AD models involving knock-ins or misexpression of different APP or Tau transgenes however these are not thought to recapitulate the sporadic disease which make up &#x223c;95% of causes of AD. These factors have contributed to the large drug attrition of new drugs that although effective in these rodent models have not translated to any new AD treatments from clinical trials emphasising the need for new molecular models of sporadic AD (<xref ref-type="bibr" rid="B82">McGowan et al., 2006</xref>; <xref ref-type="bibr" rid="B31">Crews and Masliah, 2010</xref>; <xref ref-type="bibr" rid="B121">Van Dam and De Deyn, 2011</xref>; <xref ref-type="bibr" rid="B42">Gama Sosa et al., 2012</xref>; <xref ref-type="bibr" rid="B51">Guo et al., 2012</xref>; <xref ref-type="bibr" rid="B33">De Jager et al., 2014</xref>). Mouse models overexpressing <italic>Dyrk1a</italic> disrupt brain and eye development causing recapitulating cognitive and motor deficits seen in DS (<xref ref-type="bibr" rid="B3">Altafaj et al., 2001</xref>; <xref ref-type="bibr" rid="B1">Ahn et al., 2006</xref>; <xref ref-type="bibr" rid="B49">Guedj et al., 2012</xref>; <xref ref-type="bibr" rid="B71">Laguna et al., 2013</xref>; <xref ref-type="bibr" rid="B43">Garc&#xed;a-Cerro et al., 2014</xref>; <xref ref-type="bibr" rid="B38">Duchon and Herault, 2016</xref>). DYRK1A is also known to phosphorylate Tau at multiple sites including serine 262 that results in aggregation of pathological Tau neurofibrillary tangles associated with sporadic AD (<xref ref-type="bibr" rid="B134">Woods et al., 2001</xref>; <xref ref-type="bibr" rid="B74">Liu et al., 2008</xref>; <xref ref-type="bibr" rid="B103">Shi et al., 2008</xref>; <xref ref-type="bibr" rid="B11">Azorsa et al., 2010</xref>; <xref ref-type="bibr" rid="B41">Frost et al., 2011</xref>; <xref ref-type="bibr" rid="B130">Wegiel et al., 2011</xref>; <xref ref-type="bibr" rid="B119">Tenreiro et al., 2014</xref>). Increased DYRK1A also phosphorylates APP and promotes pathological processing of APP into neurotoxic A&#x3b2; peptides (<xref ref-type="bibr" rid="B39">Ferrer et al., 2005</xref>; <xref ref-type="bibr" rid="B44">Garc&#xed;a-Cerro et al., 2017</xref>; <xref ref-type="bibr" rid="B7">Arbones et al., 2019</xref>), overexpressing DYRK1A mice displaying AD pathology including neurodegeneration, disrupted synaptic plasticity and memory (<xref ref-type="bibr" rid="B39">Ferrer et al., 2005</xref>; <xref ref-type="bibr" rid="B1">Ahn et al., 2006</xref>; <xref ref-type="bibr" rid="B74">Liu et al., 2008</xref>; <xref ref-type="bibr" rid="B44">Garc&#xed;a-Cerro et al., 2017</xref>).</p>
<p>In <italic>Drosophila</italic>, neuronal overexpression of different human APP products [including human tandem oligomerising secreted A&#x3b2;42 (<xref ref-type="bibr" rid="B26">Chen et al., 2014a</xref>)] and mutants cause degeneration of the photoreceptor neurons of the fly eye, shortened lifespan, change in neuronal excitability as well as movement, circadian, sleep, and learning deficits (<xref ref-type="bibr" rid="B63">Iijima et al., 2004</xref>; <xref ref-type="bibr" rid="B27">Chiang et al., 2010</xref>; <xref ref-type="bibr" rid="B108">Spere tta et al., 2012</xref>; <xref ref-type="bibr" rid="B26">Chen et al., 2014a</xref>; <xref ref-type="bibr" rid="B15">Blake et al., 2015</xref>; <xref ref-type="bibr" rid="B93">Ping et al., 2015</xref>; <xref ref-type="bibr" rid="B116">Tabuchi et al., 2015</xref>; <xref ref-type="bibr" rid="B59">Higham et al., 2019a</xref>). Likewise, neuronal overexpression of AD-associated human Tau isoforms also result in degeneration of the photoreceptor neurons, central brain neurodegeneration, shortened lifespan, movement, changes in neuronal excitability, circadian rhythm, sleep, and learning defects (<xref ref-type="bibr" rid="B133">Wittmann et al., 2001</xref>; <xref ref-type="bibr" rid="B40">Folwell et al., 2010</xref>; <xref ref-type="bibr" rid="B64">Iijima-Ando and Iijima, 2010</xref>; <xref ref-type="bibr" rid="B70">Kosmidis et al., 2010</xref>; <xref ref-type="bibr" rid="B13">Beharry et al., 2013</xref>; <xref ref-type="bibr" rid="B91">Papanikolopoulou and Skoulakis, 2015</xref>; <xref ref-type="bibr" rid="B98">Sealey et al., 2017</xref>; <xref ref-type="bibr" rid="B59">Higham et al., 2019a</xref>; <xref ref-type="bibr" rid="B58">Higham et al., 2019b</xref>; <xref ref-type="bibr" rid="B21">Buhl et al., 2019</xref>; <xref ref-type="bibr" rid="B77">Lowe et al., 2019</xref>).</p>
<p>The <italic>Drosophila</italic> ortholog of <italic>DYRK1A</italic> is <italic>mnb</italic>, and produces five <italic>mnb</italic> isoforms, <italic>E-I</italic>, which all contain a highly conserved kinase domain (<xref ref-type="bibr" rid="B61">Hong et al., 2012</xref>; <xref ref-type="bibr" rid="B48">Gramates et al., 2017</xref>) and have conserved function in neuronal morphology, growth, brain development and cognition (<xref ref-type="bibr" rid="B118">Tejedor et al., 1995</xref>; <xref ref-type="bibr" rid="B50">Guimer&#xe1; et al., 1996</xref>; <xref ref-type="bibr" rid="B52">H&#xe4;mmerle et al., 2003</xref>; <xref ref-type="bibr" rid="B34">Degoutin et al., 2013</xref>; <xref ref-type="bibr" rid="B88">Ori-McKenney et al., 2016</xref>; <xref ref-type="bibr" rid="B101">Shaikh et al., 2016</xref>). Mnb is presynaptically localised at developing synapses and reducing its expression changed presynaptic structure and impaired recycling of transmitter vesicles with <italic>mnb</italic>-<italic>F</italic> overexpression ameliorating the effects of reduced <italic>mnb</italic> expression (<xref ref-type="bibr" rid="B25">Chen et al., 2014b</xref>). Gal4-mediated neuronal overexpression of <italic>mnb-H</italic> resulted in a significant increase in <italic>mnb-H</italic> expression, which is the isoform with the longest coding region (<xref ref-type="bibr" rid="B61">Hong et al., 2012</xref>; <xref ref-type="bibr" rid="B48">Gramates et al., 2017</xref>; <xref ref-type="bibr" rid="B135">Zerbino et al., 2018</xref>). Gal4-mediated neuronal overexpression of <italic>mnb-H</italic> was shown to cause motor impairment during development and ageing, shortened lifespan and resulted in age-related neurodegeneration with synaptic analysis showing increased number of glutamatergic boutons, enhanced spontaneous vesicular transmitter release, and slowed recovery from short-term depression (<xref ref-type="bibr" rid="B77">Lowe et al., 2019</xref>).</p>
<p>DYRK1A kinase antagonists have shown therapeutic potential for treatment for DS and AD in animal models (<xref ref-type="bibr" rid="B105">Smith et al., 2012</xref>; <xref ref-type="bibr" rid="B38">Duchon and Herault, 2016</xref>; <xref ref-type="bibr" rid="B7">Arbones et al., 2019</xref>). SM07883 DYRK1A inhibitor reduced pathological phosphorylation of Tau (including S212) in mice overexpressing MAPT P301L (associated with Frontal Temporal Lobe Dementia) reducing aggregation of Tau, neurodegeneration and improving behavioural deficits (<xref ref-type="bibr" rid="B83">Melchior et al., 2019</xref>). Leucettine DYRK1A inhibitor treatment of DYRK1A overexpressing mice rescued their cognitive deficits <italic>via</italic> correcting brain connectivity and expression of synaptic proteins (<xref ref-type="bibr" rid="B86">Nguyen et al., 2018</xref>). In 3xTg-AD mice that overexpress mutant Swedish APP (AD causal mutation), MAPT P301L and Presenilin M146V (AD causal mutation), a DYRK1A benzimidazole-like inhibitor reversed cognitive deficits <italic>via</italic> decreasing A&#x3b2;42 aggregation and decreasing phosphorylation of insoluble Tau (<xref ref-type="bibr" rid="B18">Branca et al., 2017</xref>).</p>
<p>Due to human DYRK1A and fly mnb sharing 82% amino acid identity which is even greater the kinase domains, many of the phenotypes and pharmacological sensitivity is conserved across species. For instance, conserved loss of function mutations reduced brain size in humans and flies, hence the name minibrain (<xref ref-type="bibr" rid="B52">H&#xe4;mmerle et al., 2003</xref>; <xref ref-type="bibr" rid="B73">Lee et al., 2020a</xref>). With the DYRK1A-E396term being demonstrated to be loss of function mutation as it decreases the canonical phosphorylation of human Tau by DYRK1A. When the conserved mutation (mnb-D401term) was expressed in flies it removed the additive neurotoxic effect of co-expression of mnb and human Tau on eye degeneration (<xref ref-type="bibr" rid="B73">Lee et al., 2020a</xref>). Furthermore, a DYRK1A ATP-binding site competitive inhibitor, called CX-4945 reversed DYRK1A overexpression mediated increases in phosphorylation of Tau (S212), APP and PS1 <italic>in vitro</italic> and decreased degeneration of fly eyes overexpressing human Tau and decreased lethality caused by pan-neuronal developmental overexpression of mnb-H. The drug also suppressed pathological increases in Tau phosphorylation of mice overexpressing DYRK1A (<xref ref-type="bibr" rid="B67">Kim et al., 2016</xref>). This supports the potential of DYRK1A inhibition to treat DS and AD pathology. A recent highly potent and specific ATP-binding site small molecule DYRK1A inhibitor has been reported that crosses the blood brain barrier with 1 and 100&#xa0;&#x3bc;M PST-001 significantly reducing DYRK1A activity reversing cognitive deficits of mouse DS models (<xref ref-type="bibr" rid="B111">Stensen et al., 2021a</xref>). Here we compare the effects of neuronal overexpression of fly <italic>mnb-H,</italic> human Tau (0N4R) and human tandem oligomerizing secreted A&#x3b2;42 on degeneration of adult photoreceptor neurons, longevity, motor performance, sleep, and memory and test the ability of a PST-001 DYRK1A inhibitor to suppress these phenotypes.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Material and Methods</title>
<sec id="s2-1">
<title>Fly Stocks and Husbandry</title>
<p>Flies were raised at 25&#xb0;C on 12&#xa0;h light: 12&#xa0;h dark (LD) cycles and on a standard corn yeast cornmeal diet (0.7% agar, 1.0% soya flour, 8.0% polenta/maize, 1.8% yeast, 8.0% malt extract, 4.0% molasses, 0.8% propionic acid, and 2.3% nipagen). <italic>CSw</italic>
<sup>
<italic>-</italic>
</sup> wild type control flies were gifts from Dr. Scott Waddell (University of Oxford, United Kingdom) and were crossed with flies bearing <italic>GAL4</italic> transgenes with the heterozygous (<italic>GAL4/&#x2b;</italic>) offspring being used as the control genotype. <italic>Tim(27)-GAL4/CyO</italic> flies (<xref ref-type="bibr" rid="B20">Buhl et al., 2016</xref>) were a gift from Dr. Ralf Stanewsky (University of Mu&#x308;nster, Germany). The following strains were obtained from Bloomington <italic>Drosophila</italic> Stock Center (BDSC; stock number provided in brackets): <italic>OK107-GAL4</italic> (854), <italic>GMR-GAL4/CyO</italic> (9,146), <italic>UAS-human MAPT (TAU 0N4R) wild-type</italic> (gift from Dr. Linda Partridge, University College London) (<xref ref-type="bibr" rid="B133">Wittmann et al., 2001</xref>; <xref ref-type="bibr" rid="B66">Kerr et al., 2011</xref>), <italic>UAS-human secreted tandem A&#x3b2;42-22 amino acid linker-A&#x3b2;42</italic> (gift from Dr. Damian Crowther, University of Cambridge) (<xref ref-type="bibr" rid="B108">Spere tta et al., 2012</xref>; <xref ref-type="bibr" rid="B26">Chen et al., 2014a</xref>) and <italic>UAS-mnb</italic> flies [<italic>minibrain-H</italic>, CG42273 (<xref ref-type="bibr" rid="B61">Hong et al., 2012</xref>)] were kindly provided by Dr. Kweon Yu (Korea Research Institute of Bioscience and Biotechnology).</p>
</sec>
<sec id="s2-2">
<title>Pharmacology</title>
<p>PST-001 DYRK1A inhibitor was manufactured by Pharmasum Therapeutics, 100&#xa0;mg PST-001 (Molecular weight &#x3d; 299.35&#xa0;g/mol) was dissolved in 1&#xa0;ml DMSO and then mixed into 1&#xa0;L of cooling (&#x223c;40&#xb0;C) liquid fly food yielding a final concentration of 334&#xa0;&#x3bc;M. This drug concentration was based on the PST-001 concentration that was effective at suppressing associative memory deficits of Ts65 Dn Down syndrome model mice (<xref ref-type="bibr" rid="B111">Stensen et al., 2021a</xref>). Flies laid onto the food that contained drug compared to food that contained vehicle with the offspring being exposed to the drug throughout their development and adulthood including during testing.</p>
</sec>
<sec id="s2-3">
<title>Western Blotting</title>
<p>Heads of flies panneuronally (<italic>elav-Gal4</italic>) overexpressing human Tau (0N4R) or control (<italic>elav/&#x2b;</italic>) were dissected and put into RIPA Lysis Buffer (Thermo Scientific) containing 1/100 Protease/Phosphatase Inhibitor Cocktail (Cell Signalling). The heads were homogenized and spun down at 12,000&#xa0;rpm for 15&#xa0;min at 4&#xb0;C. The supernatants were collected, and protein concentrations were determined using a NanoDrop spectrophotometer (Thermo Fisher Scientific).</p>
<p>Protein samples were then prepared by adding 1/4 of 4X Bolt&#x2122; LDS Sample Buffer (Thermo Scientific) and 1/10 of 10X Bolt&#x2122; Sample Reducing Agent (Invitrogen) and heated at 95&#xb0;C for 3&#xa0;min. Samples of 100&#xa0;&#xb5;g total protein were separated by sodium dodecyl sulphate&#x2013;polyacrylamide gel electrophoresis using precast 4%&#x2013;12% Bolt Mini gels and then transferred to PVDF membrane (Thermom Scientific). The membrane was blocked overnight at 4&#xb0;C in blocking solution [Tris-buffered saline (TBS): 20&#xa0;mmol/L Tris (pH 7.4), 150&#xa0;mM NaCl, with 0.1% Tween 20 [TBS with Tween (TBST)] and 5% (wt/vol) bovine serum albumin (BSA)] and incubated at 4&#xb0;C overnight with a primary antibody in TBST containing 1% BSA. The primary antibodies used were mouse anti-Tau (T9450, Sigma), mouse anti&#x2013;&#x3b2;-actin (A2228, Sigma-Aldrich, 1:1,000), anti-Tau phospho S262, S356, S396, and T231 (Abcam) (1:500).</p>
<p>After three washes with TBST, the blots were incubated for 1&#xa0;h at room temperature with horseradish peroxidase&#x2013;conjugated mouse or rabbit IgG secondary antibody (1:2,000, Cell Signalling) and then washed three times with TBST. Detection was performed using Western ECL Substrate (GE) according to the manufacturer&#x2019;s instructions and developed on X-ray films first and then scanned. The relative protein expression levels were quantified by densitometry using ImageJ Gel Analysis software. Western blots from at least three independent biological replicate experiments for each fly strain were used for quantification.</p>
</sec>
<sec id="s2-4">
<title>Eye Degeneration Assay</title>
<p>Overexpression of transgenes was driven in the eye throughout development and adulthood using the <italic>Glass multimer reporter</italic> (<italic>GMR-GAL4</italic>) promoter to test for neurotoxicity. 2&#x2013;5&#xa0;day old adult flies were CO<sub>2</sub> anesthetised before immersion in ethanol to euthanise the fly to prevent movement during image capture (<xref ref-type="bibr" rid="B40">Folwell et al., 2010</xref>). The eyes were imaged with a Zeiss AxioCam MRm camera attached to a stereomicroscope (Zeiss SteREO Discovery. V8, up to 8x magnification) and an image capture to show if the genotype displayed the qualitative phenotype of &#x201c;rough eyes,&#x201d; Surface area was quantified using Zeiss Zen software and Two-way ANOVA with multiple comparisons tests were used to analyse data.</p>
</sec>
<sec id="s2-5">
<title>Survival Assay</title>
<p>Approximately 2&#xa0;days after eclosion five sets of ten mated (they were housed with males for 24&#xa0;h) females were transferred to a vial containing standard food with or without drug and maintained at 25&#xb0;C. Deaths were scored every 2&#xa0;days and the remaining flies transferred to a fresh food with or without drug vial (<xref ref-type="bibr" rid="B66">Kerr et al., 2011</xref>). Data was presented as Mantel-Cox survival curves with statistical analysis performed using log-rank tests to compare survival between genotypes.</p>
</sec>
<sec id="s2-6">
<title>Climbing Assay</title>
<p>Five groups of ten 2&#x2013;5&#xa0;days old flies per genotypes were collected and given 1&#xa0;h to acclimatise to a standard empty food vial at 25&#xb0;C. Exploiting the negative geotaxis reflex of <italic>Drosophila</italic>, flies were gently tapped to the bottom of the 7.5&#xa0;cm plastic vial and the number of flies that crossed a line drawn 2&#xa0;cm from the top of the tube in 10&#xa0;s was counted, and then expressed as a % which was referred to as the climbing performance (<xref ref-type="bibr" rid="B63">Iijima et al., 2004</xref>; <xref ref-type="bibr" rid="B115">Sun et al., 2018</xref>). Two-way ANOVA with Dunnett&#x2019;s multiple comparisons was used to analyse data.</p>
</sec>
<sec id="s2-7">
<title>
<italic>Drosophila</italic> Activity Monitoring for Sleep</title>
<p>Sleep monitoring experiments were conducted as previously described (<xref ref-type="bibr" rid="B21">Buhl et al., 2019</xref>; <xref ref-type="bibr" rid="B32">Curran et al., 2019</xref>; <xref ref-type="bibr" rid="B117">Tasman et al., 2020</xref>). Briefly, flies (male, 2&#x2013;5&#xa0;days old) were transferred into single tubes and placed individually in the <italic>Drosophila</italic> Activity Monitoring (DAM) system (DAM2, TriKinetics Inc., United States). Sleep was measured from activity data from 5&#xa0;days of 12&#xa0;h LD, summed into 1 and 30&#xa0;min bins. Sleep was defined as bouts of inactivity lasting more than 5&#xa0;min as per convention (<xref ref-type="bibr" rid="B54">Hendricks et al., 2000</xref>; <xref ref-type="bibr" rid="B102">Shaw et al., 2002</xref>; <xref ref-type="bibr" rid="B92">Parisky et al., 2008</xref>). The mean total sleep, mean sleep in the day and night were calculated for each individual using the Sleep and Circadian Analysis MATLAB Program (SCAMP) in MATLAB (<xref ref-type="bibr" rid="B37">Donelson et al., 2012</xref>).</p>
</sec>
<sec id="s2-8">
<title>Aversive Olfactory Conditioning</title>
<p>Olfactory memory experiments were performed as previously described (<xref ref-type="bibr" rid="B79">Malik et al., 2013</xref>; <xref ref-type="bibr" rid="B57">Hidalgo et al., 2021a</xref>; <xref ref-type="bibr" rid="B56">Hidalgo et al., 2021b</xref>). Groups of 20&#x2013;40 (mixed sex) flies were collected about 2&#x2013;5&#xa0;days prior to testing and kept under LD 25&#xb0;C and 70% relative humidity conditions to acclimatise to the environment they would be tested in. Behavioural testing was performed under dim red light, so the flies could concentrate on odour cues. Sensorimotor controls were performed to test the olfactory acuity and shock reactivity of flies on and off drug. For shock reactivity, flies were given the choice between two shock tubes that formed the arms of the T-maze, one of which delivered the shock as described above, the number of flies avoiding shock over the total number of flies in the assay were used to calculate % shock avoidance. In a similar manner the % avoidance of concentration of odour used above (octanol or MCH) versus air was calculated.</p>
<p>To test associative memory, flies were transferred into a training tube lined with an electrifiable grid, and after a 90&#xa0;s period to acclimatise to the stream of fresh air, flies were then exposed to an odorant (conditioned stimulus, CS<sup>&#x2b;</sup>) paired with twelve 70&#xa0;V DC electric shocks (unconditioned stimulus, US) for 1&#xa0;min. The flies were then exposed to a second odorant (CS<sup>&#x2212;</sup>) without electric shock. The odorants used were either 3-octanol (OCT, Sigma) or 4-methylcyclohexanol (MCH, Sigma) which were diluted into 10&#xa0;ml mineral oil and adjusted to a concentration that the flies found equally aversive. A 45&#xa0;s period of fresh air exposure separated CS<sup>&#x2b;</sup> and the CS<sup>&#x2212;</sup> to clear any residual odour. Memory was evaluated at 1&#xa0;h post-conditioning to test intermediate-term memory (ITM). A performance index (PI) was calculated using the following equation:<disp-formula id="equ1">
<mml:math id="m1">
<mml:mrow>
<mml:mi>P</mml:mi>
<mml:mi>I</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#xa0;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mrow>
<mml:mi>C</mml:mi>
<mml:mi>S</mml:mi>
<mml:mo>&#x2212;</mml:mo>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mrow>
<mml:mi>C</mml:mi>
<mml:mi>S</mml:mi>
<mml:mo>&#x2b;</mml:mo>
</mml:mrow>
</mml:msub>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mrow>
<mml:mi>C</mml:mi>
<mml:mi>S</mml:mi>
<mml:mo>&#x2212;</mml:mo>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mrow>
<mml:mi>C</mml:mi>
<mml:mi>S</mml:mi>
<mml:mo>&#x2b;</mml:mo>
</mml:mrow>
</mml:msub>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
</disp-formula>where N<sub>CS&#x2212;</sub> and N<sub>CS&#x2b;</sub> is the number of flies choosing CS<sup>&#x2212;</sup> and CS<sup>&#x2b;</sup>, respectively. The CS<sup>&#x2b;</sup> odour was reversed in alternate groups of flies to minimise any possible trial to trial innate bias toward one odorant. The average of the performance between these two consecutive trials was considered as a <italic>n</italic> &#x3d; 1 (i.e., 40&#x2212;80 flies).</p>
</sec>
<sec id="s2-9">
<title>Statistical Analysis</title>
<p>Data were analysed using GraphPad Prism (version 8.00 for Windows, GraphPad Software, La Jolla California United States). Normality was assessed in all datasets using Shapiro-Wilk&#x2019;s test, prior to choosing the appropriate parametric or non-parametric statistical test to be used. The description of the tests used and the number of experiments/animals (n) for each dataset are indicated in the corresponding figures. Data is presented as Mean &#xb1; Standard error of the mean (SEM). Statistical levels are denoted as following non-significant (ns) <italic>p</italic> &#x3e; 0.05, &#x2a;<italic>p</italic> &#x3c; 0.05, &#x2a;&#x2a;<italic>p</italic> &#x3c; 0.01, &#x2a;&#x2a;&#x2a;<italic>p</italic> &#x3c; 0.001, and &#x2a;&#x2a;&#x2a;&#x2a;<italic>p</italic> &#x3c; 0.0001.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec id="s3-1">
<title>PST-001 Inhibits Pathological Phosphorylation of Human Tau at S262</title>
<p>It is known that increased DYRK1A kinase activity is involved in neurodegeneration, including <italic>via</italic> Tau hyperphosphorylation and pathological changes in amyloid-&#x3b2;, and pharmacological inhibition of DYRK1A is able to suppress this pathology (<xref ref-type="bibr" rid="B39">Ferrer et al., 2005</xref>; <xref ref-type="bibr" rid="B74">Liu et al., 2008</xref>; <xref ref-type="bibr" rid="B129">Wegiel et al., 2008</xref>; <xref ref-type="bibr" rid="B105">Smith et al., 2012</xref>; <xref ref-type="bibr" rid="B30">Coutadeur et al., 2015</xref>; <xref ref-type="bibr" rid="B67">Kim et al., 2016</xref>; <xref ref-type="bibr" rid="B18">Branca et al., 2017</xref>; <xref ref-type="bibr" rid="B86">Nguyen et al., 2018</xref>; <xref ref-type="bibr" rid="B83">Melchior et al., 2019</xref>; <xref ref-type="bibr" rid="B72">Lee et al., 2020b</xref>). Hence, the effectiveness of the DYRK1A protein kinase inhibitor PST-001 (<xref ref-type="bibr" rid="B111">Stensen et al., 2021a</xref>) was explored. The molecule is designed on the 5-methoxybenzothiazole scaffold known to show a preferential binding to the DYRK-family of protein kinases (<xref ref-type="bibr" rid="B97">Rothweiler et al., 2016</xref>), but PST-001 is extended with an acetamidopyridine moiety to enhance its binding efficacy (<xref ref-type="bibr" rid="B112">Stensen et al., 2021b</xref>). Kinase profiling of PST-001 verified that the compound is very selective indeed, delivering a GINI-index of 0.936, with the other members of the DYRK-family as well as CLK2 as the most affected off-targets. Furthermore, PST-001 is void of activity against the protein kinase GSK3&#x3b2;, that is involved in Tau phosphorylation and NFT formation (<xref ref-type="bibr" rid="B120">Toral-Rios et al., 2020</xref>) as well as contributing to the effects of AD through the Wnt pathway (<xref ref-type="bibr" rid="B62">Hooper et al., 2008</xref>), enabling the separation of DYRK1A mediated effects over GSK3&#x3b2; effects in <italic>in vivo</italic> models. The PST-001 molecule was designed to be orally active and to penetrate the blood-brain barrier, hence, to be an effective tool compound for investigating the effects of DYRK1A inhibition <italic>in vivo.</italic> A concentration of 100&#xa0;mg PST-001/kg food was verified to give a therapeutic level of the drug in the brain of Ts65 Dn DS model mice suppressing their associative memory deficits (<xref ref-type="bibr" rid="B111">Stensen et al., 2021a</xref>). Mouse DYRK1a and mnb are highly conserved in evolution with 82% aa identity and with the ATP pocket and binding site of PST-001 being particularly highly conserved (<xref ref-type="bibr" rid="B104">Shindoh et al., 1996</xref>; <xref ref-type="bibr" rid="B6">Aranda et al., 2011</xref>) making it is highly likely that an active site DYRK1A inhibitor will also inhibit mnb.</p>
<p>Therefore, we fed 334&#xa0;&#x3bc;M PST-001 to control (<italic>elav/&#x2b;</italic>) and flies panneuronally overexpressing human Tau 0N4R (<italic>elav&#x3e;Tau</italic>) throughout development and adulthood. Whole brain lysates were prepared for Western blotting with antibodies specific to human Tau and phospho-specific antibodies to Tau S262, S356, S396, and T231, phosphorylation events that lead to AD pathology (<xref ref-type="bibr" rid="B11">Azorsa et al., 2010</xref>; <xref ref-type="bibr" rid="B41">Frost et al., 2011</xref>; <xref ref-type="bibr" rid="B119">Tenreiro et al., 2014</xref>). <italic>Elav&#x3e;Tau</italic> flies showed robust overexpression of human Tau detected with the human Tau antibody (<xref ref-type="fig" rid="F1">Figure 1</xref>). There was little reactivity evident to endogenous fly Tau in the control lane (<italic>elav/&#x2b;</italic>), all samples displayed equal loading of total protein as confirmed by the &#x3b2;-actin protein loading control. Treatment with the DYRK1A specific kinase inhibitor PST-001, did change the total amount of human Tau expressed, but caused a significant reduction (<italic>p</italic> &#x3c; 0.001, <italic>t</italic>-test) of over 50% in the level of phosphorylated Tau at S262. A site that has been previously shown to be phosphorylated by DYRK1A leading to pathological aggregation of Tau in AD (<xref ref-type="bibr" rid="B11">Azorsa et al., 2010</xref>; <xref ref-type="bibr" rid="B41">Frost et al., 2011</xref>; <xref ref-type="bibr" rid="B119">Tenreiro et al., 2014</xref>). No significant changes of Tau phosphorylation were detected at the other tested sites (S356 and T231). This is consistent with PST-001 also being an inhibitor of the fly ortholog of DYRK1A, mnb.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>DYRK1A inhibitor PST-001 reduces phosphorylated human Tau expressed in <italic>Drosophila</italic> neurons. <bold>(A)</bold> Western blots show effects of PST-001 treatment on phosphorylation of human Tau 0N4R overexpressed pan-neuronally by <italic>elav-Gal4</italic> driver. 1<sup>st</sup> lane is <italic>Elav/&#x2b;</italic> genetic control, 2<sup>nd</sup> lane <italic>Elav&#x3e;human Tau</italic> on normal food and 3<sup>rd</sup> lane <italic>Elav&#x3e;human Tau</italic> with PST-001 treatment. Three antibodies against phosphorylated human Tau (pS262, pS356, and pT231) and one against total human Tau (&#x223c;55&#xa0;kDa) were tested. &#x3b2;-actin (&#x223c;42&#xa0;kDa) was used as a protein loading control. <bold>(B)</bold> Quantification of intensity of bands for human Tau phosphorylated at site S262, S356, and T231, in the presence and absence of PST-001.</p>
</caption>
<graphic xlink:href="fphar-13-881385-g001.tif"/>
</fig>
</sec>
<sec id="s3-2">
<title>The PST-001 DYRK1A Inhibitor Decreases Photoreceptor Neuron Degeneration of Alzheimer Disease-Down&#x2019;s Syndrome Model Flies</title>
<p>Overexpression of human DYRK1A, amyloid-&#x3b2; and Tau 0N4R occurs throughout development and adulthood leading to AD-DS pathology and dementia in young adults (<xref ref-type="bibr" rid="B131">Wiseman et al., 2015</xref>; <xref ref-type="bibr" rid="B136">Zigman, 2013</xref>; <xref ref-type="bibr" rid="B5">Anderson-Mooney et al., 2016</xref>; <xref ref-type="bibr" rid="B87">O&#x27;Leary et al., 2018</xref>). To confirm and compare the neurotoxic effects of these genes in <italic>Drosophila</italic> (<xref ref-type="bibr" rid="B67">Kim et al., 2016</xref>; <xref ref-type="bibr" rid="B59">Higham et al., 2019a</xref>; <xref ref-type="bibr" rid="B77">Lowe et al., 2019</xref>), we used targeted overexpression of a human secreted oligomerising human amyloid-&#x3b2;42 (A&#x3b2;42) neuropeptide, human Tau 0N4R or the fly orthologue of DYRK1A called <italic>minibrain</italic> [<italic>mnb</italic> isoform h, which is the neuronal full length isoform robustly overexpressed in neurons (<xref ref-type="bibr" rid="B61">Hong et al., 2012</xref>; <xref ref-type="bibr" rid="B48">Gramates et al., 2017</xref>; <xref ref-type="bibr" rid="B135">Zerbino et al., 20182018</xref>)] in the eye throughout development and adulthood using the <italic>Glass multimer reporter</italic> (<italic>GMR-GAL4</italic>) driver (<xref ref-type="bibr" rid="B59">Higham et al., 2019a</xref>; <xref ref-type="bibr" rid="B77">Lowe et al., 2019</xref>). Compared to the large semi-crystalline structure of the wild type control (<italic>GMR-GAL4/&#x2b;,</italic> <xref ref-type="fig" rid="F2">Figure 2A</xref>), overexpression of the neurotoxic genes: Tau (<italic>GMR&#x3e;Tau,</italic> <xref ref-type="fig" rid="F2">Figure 2B</xref>), A&#x3b2;42 (<italic>GMR&#x3e;A&#x3b2;42,</italic> <xref ref-type="fig" rid="F2">Figure 2C</xref>) and <italic>mnb</italic> (<italic>GMR&#x3e;mnb,</italic> <xref ref-type="fig" rid="F2">Figure 2D</xref>) caused the semi-random loss of photoreceptors neurons resulting in the misalignment of the regular array of these neurons causing a disorganised compound eye or &#x201c;rough eye&#x201d; phenotype. The loss of cells in flies overexpressing in the eye human A&#x3b2;42, human Tau or mnb could be quantified as a significant reduction in eye surface area compared to control (<xref ref-type="fig" rid="F2">Figure 2I</xref>). To see if mnb inhibition suppressed this degenerative phenotype, flies were fed 334&#xa0;&#x3bc;M PST-001 throughout their development and adulthood. This was found not to affect the size or integrity of control eyes (<xref ref-type="fig" rid="F2">Figure 2E</xref>). However, PST-001 did increase the eye size of all the degenerative mutants, including partially pharmacologically rescuing the decreased eye size of those overexpressing human Tau (<xref ref-type="fig" rid="F2">Figure 2F</xref>) and human A&#x3b2;42 (<xref ref-type="fig" rid="F2">Figure 2G</xref>) to a significantly larger size eye but which remained smaller than the control. Interestingly, the DYRK1A inhibitor was able to fully rescue the reduction of eye size of flies overexpressing of the fly ortholog of DYRK1A, mnb to a level indistinguishable from wild type (<xref ref-type="fig" rid="F2">Figure 2H</xref>), consistent with PST-001 inhibiting mnb.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Degeneration of the eye caused by human Tau, amyloid-&#x3b2;42 or mnb overexpression can be reduced by the PST-001 DYRK1A inhibitor. <bold>(A)</bold> (<italic>Left</italic>) Representative images of the eyes of control adult flies (<italic>GMR-GAL4/&#x2b;</italic>; scale bar: 50&#xa0;&#x3bc;m) and flies overexpressing in the photoreceptor neurons of the eye throughout development and adulthood (using <italic>GMR-Gal4</italic> promoter): human Tau 0N4R isoform <bold>(B)</bold>, human secreted tandem oligomerising amyloid-&#x3b2;42 <bold>(C)</bold>, or mnb isoform H <bold>(D)</bold>. <bold>(E)</bold> Treatment of flies with PST-001 DYRK1A inhibitor had no effect on eye size of control (<italic>GMR-Gal4/&#x2b;</italic>) flies <bold>(E)</bold> but suppressed the reduction in eye size of the degenerative mutants that overexpressed in the eye: human Tau <bold>(F)</bold>, tandem amyloid-&#x3b2;42 (tA&#x3b2;42) <bold>(G)</bold> or mnb <bold>(H)</bold>. <bold>(I)</bold> Degeneration of the eye was quantified by measuring surface area of the eyes [<italic>n</italic> &#x3d; 7; mean &#xb1; Standard error of the mean (SEM)] with flies overexpressing in the eye Tau, A&#x3b2;42 or mnb being smaller than control, but there is no difference between mnb and control after treatment with PST-001 (<sup>&#x23;&#x23;&#x23;</sup>
<italic>p</italic> &#x3c; 0.001, 2-way ANOVA with Dunnett&#x2019;s post hoc multiple comparisons test). Furthermore, feeding flies food containing 334&#xa0;&#x3bc;M of the DYRK1A inhibitor PST-001 increased the eye size of all the degenerative mutants (<italic>&#x2a;&#x2a;p</italic> &#x3c; 0.01, &#x2a;&#x2a;&#x2a;<italic>p</italic> &#x3c; 0.001, 2-way ANOVA with Bonferroni&#x2019;s multiple comparisons test).</p>
</caption>
<graphic xlink:href="fphar-13-881385-g002.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>The PST-001 DYRK1A Inhibitor Extends the Shortened Lifespan of Alzheimer Disease-Down Syndrome Model Flies</title>
<p>We next wished to test if the reduction of neurotoxicity conferred by the DYRK1A inhibitor could have further beneficial effects on our fly models of AD-DS, which is associated with a significant reduction in lifespan (<xref ref-type="bibr" rid="B96">Querfurth and LaFerl a, 2010</xref>; <xref ref-type="bibr" rid="B99">Selkoe and Hardy, 2016</xref>; <xref ref-type="bibr" rid="B84">Mukhopadhyay and Banerjee, 2021</xref>). Therefore, we overexpressed human A&#x3b2;42, human Tau or mnb in all neurons throughout development and adulthood using the <italic>elav-Gal4</italic> promoter to confirm and compare their neurotoxic effect of shortening lifespan (<xref ref-type="bibr" rid="B59">Higham et al., 2019a</xref>; <xref ref-type="bibr" rid="B77">Lowe et al., 2019</xref>). Compared to wild type flies (<italic>elav/&#x2b;</italic>) which lived 56&#xa0;days after hatching (<xref ref-type="fig" rid="F3">Figure 3D</xref>), flies pan-neuronally overexpressing human Tau (38% shorter than wildtype lifespan; <xref ref-type="fig" rid="F3">Figures 3A,D</xref>), A&#x3b2;42 (50% shorter; <xref ref-type="fig" rid="F3">Figures 3B,D</xref>) or mnb (13% shorter; <xref ref-type="fig" rid="F3">Figures 3C,D</xref>) had shortened lifespans. Treatment with PST-001 did not affect the lifespan of control (<xref ref-type="fig" rid="F3">Figures 3A&#x2013;D</xref>) or mnb overexpressing flies (<xref ref-type="fig" rid="F3">Figure 3C</xref>) but did cause a significant extension of lifespan in flies overexpressing human Tau which live 30% longer (<xref ref-type="fig" rid="F3">Figures 3A,D</xref>) or A&#x3b2;42 that lived 25% longer (<xref ref-type="fig" rid="F3">Figures 3B,D</xref>) respectively.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>PST-001 DYRK1A inhibitor pharmacologically rescues the reduction of lifespan of <italic>Drosophila</italic> with pan-neuronal expression of human Alzheimer disease-Down syndrome genes. Mantel-Cox (Log-rank) survival plots show effects of overexpression of pan-neuronally expressed (<italic>elav-GAL4</italic>): <bold>(A)</bold> Tau, <bold>(B)</bold> tA&#x3b2;42 or <bold>(C)</bold> mnb compared to control (<italic>elav-GAL4/&#x2b;</italic>) fly&#x2019;s lifespan on food containing no drug or 334&#xa0;&#x3bc;M PST-001. <bold>(D)</bold> The table shows significant reductions in the lifespan and the median survival (days) with pan-neuronal overexpression of Tau, tA&#x3b2;42 or mnb (&#x2a;&#x2a;<italic>p</italic> &#x3c; 0.01, &#x2a;&#x2a;&#x2a;<italic>p</italic> &#x3c; 0.001) compared to control. PST-001 extended the lifespan of human Tau and tA&#x3b2;42 expressing flies (<sup>&#x23;</sup>
<italic>p</italic> &#x3c; 0.05, <sup>&#x23;&#x23;</sup>
<italic>p</italic> &#x3c; 0.01). <italic>n</italic> &#x3d; 50 flies for all genotypes.</p>
</caption>
<graphic xlink:href="fphar-13-881385-g003.tif"/>
</fig>
</sec>
<sec id="s3-4">
<title>PST-001 DYRK1A Inhibition Improves Motor Deficits of Alzheimer&#x2019;s Disease-Down Syndrome Model Flies</title>
<p>In order to compare the effects of the different behavioural effects of the neurotoxic genes and test if the DYRK1A antagonist treatment could improve behavioural deficits associated with AD-DS (<xref ref-type="bibr" rid="B96">Querfurth and LaFerl a, 2010</xref>; <xref ref-type="bibr" rid="B131">Wiseman et al., 2015</xref>; <xref ref-type="bibr" rid="B12">Ballard et al., 2016</xref>), we measured a locomotor response assessed using the negative geotaxis assay in young (2&#x2013;5&#xa0;days post hatching) flies which was shown to be decreased by overexpression of these genes (<xref ref-type="bibr" rid="B59">Higham et al., 2019a</xref>; <xref ref-type="bibr" rid="B77">Lowe et al., 2019</xref>). When wild type flies are tapped to the bottom of a 10&#xa0;cm tube, a negative geotaxis reflex is initiated which causes the flies to move away from gravity up the side of the tube, about 75% of flies were able to climb past a line drawn 2&#xa0;cm from the top of the tube within 10&#xa0;s (<xref ref-type="fig" rid="F4">Figure 4</xref>). In contrast, flies with pan-neuronal expression of any of the neurotoxic genes caused a significant reduction (<italic>p</italic> &#x3c; 0.001, 2-way ANOVA with Dunnett&#x2019;s post hoc multiple comparisons test) in this locomotor response compared to control. Treatment of the flies with the DYRK1A inhibitor fully rescued locomotor performance of human Tau and mnb flies to a level indistinguishable from control. The DYRK1A inhibitor only partially rescued flies overexpressing human A&#x3b2;42, with their performance being significantly greater than when untreated but remaining less than the wildtype control (<xref ref-type="fig" rid="F4">Figure 4</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Pharmacological inhibition of DYRK1A rescues movement deficits of the Alzheimer disease-Down&#x2019;s syndrome model flies. Without drug, pan-neuronal overexpression of Tau, tA&#x3b2;42 or mnb decreased locomotion compared to control, however after treatment with 334&#xa0;&#x3bc;M of the DYRK1A inhibitor PST-001 there became no difference between flies overexpressing Tau or mnb compared to control (<sup>&#x23;&#x23;</sup>
<italic>p</italic> &#x3c; 0.01, <sup>&#x23;&#x23;&#x23;</sup>
<italic>p</italic> &#x3c; 0.001, 2-way ANOVA with Dunnett&#x2019;s post hoc multiple comparisons test). PST-001 treatment significantly enhanced the climbing performance of all three degenerative mutants (<italic>&#x2a;p</italic> &#x3c; 0.05, &#x2a;&#x2a;<italic>p</italic> &#x3c; 0.01, and &#x2a;&#x2a;&#x2a;<italic>p</italic> &#x3c; 0.001. 2-way ANOVA with Bonferroni&#x2019;s multiple comparisons test). Therefore, 334&#xa0;&#x3bc;M PST-001 fully rescued pan-neuronal Tau and mnb motor deficits and partially rescued tA&#x3b2;42 deficits. Bars show average performance of 50 flies per genotype.</p>
</caption>
<graphic xlink:href="fphar-13-881385-g004.tif"/>
</fig>
</sec>
<sec id="s3-5">
<title>PST-001 DYRK1A Inhibition Improves the Loss of Sleep That Occurs in Alzheimer Disease-Down Syndrome Model Flies</title>
<p>Disrupted sleep is both a symptom of AD and AD-DS as well as being known to accelerate disease pathology (<xref ref-type="bibr" rid="B131">Wiseman et al., 2015</xref>; <xref ref-type="bibr" rid="B12">Ballard et al., 2016</xref>; <xref ref-type="bibr" rid="B85">Musiek and Holtzman, 2016</xref>; <xref ref-type="bibr" rid="B60">Holth et al., 2019</xref>). Therefore, we wish to compare the effect of our different fly disease models on sleep using <italic>Drosophila</italic> activity monitoring (DAM) which measured activity <italic>via</italic> counting the number of beam-crosses each fly makes under different lighting regimes. Sleep was defined by greater than 5&#xa0;min inactivity within a 30-min period with males mostly sleeping at night but also taking a &#x201c;siesta&#x201d; during the afternoon. Flies with clock wide expression of A&#x3b2;42 have previously been shown to decrease circadian rhythms (<xref ref-type="bibr" rid="B26">Chen et al., 2014a</xref>). While flies with clock wide expression of Tau increased clock neuron excitability, decreased circadian rhythms, and caused loss of day and night sleep (<xref ref-type="bibr" rid="B9">Arnes et al., 2019</xref>; <xref ref-type="bibr" rid="B21">Buhl et al., 2019</xref>). Flies overexpressing human Tau, A&#x3b2;42 or mnb throughout the clock using the <italic>Timeless (tim)-GAL4</italic> promoter showed a reduction in total (<xref ref-type="fig" rid="F5">Figure 5A</xref>), day (<xref ref-type="fig" rid="F5">Figure 5B</xref>) and night (<xref ref-type="fig" rid="F5">Figure 5C</xref>) sleep. We then tested if the PST-001 DYRK1A inhibitor could rectify these AD model phenotypes and showed DYRK1A inhibition was able to increase total sleep of human Tau or <italic>mnb</italic> clock overexpressing flies (<xref ref-type="fig" rid="F5">Figure 5A</xref>) to wild type levels, thereby demonstrating full pharmacological rescue. When splitting total sleep into day (<xref ref-type="fig" rid="F5">Figure 5B</xref>) and night (<xref ref-type="fig" rid="F5">Figure 5C</xref>) sleep, it became apparent that PST-001 was rescuing the nocturnal loss of sleep of human Tau overexpressing flies, while it was able to increase sleep throughout day and night of the mnb overexpressing flies. PST-001 was not able to increase sleep in human A&#x3b2;42 overexpressing flies.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Effect of DYRK1A inhibitor PST-001 on sleep of flies with clock-wide overexpression of tA&#x3b2;42, Tau or <italic>mnb</italic>. <bold>(A)</bold> Overexpression of Tau, tA&#x3b2;42 or mnb throughout the clock using <italic>timeless (tim)-GAL4/&#x2b;</italic> caused a reduction in total sleep compared to control (<italic>tim/&#x2b;</italic>), whereas only flies expressing tA&#x3b2;42 displayed a significant loss of total sleep after 334&#xa0;&#x3bc;M PST-001 treatment (<sup>&#x23;</sup>
<italic>p</italic> &#x3c; 0.05, <sup>&#x23;&#x23;&#x23;</sup>
<italic>p</italic> &#x3c; 0.001, 2-way ANOVA with Dunnett&#x2019;s post hoc multiple comparisons test). Therefore, PST-001 treatment caused a significant increase in total sleep of flies with clock overexpression of Tau or mnb (<italic>&#x2a;p</italic> &#x3c; 0.05, &#x2a;&#x2a;&#x2a;<italic>p</italic> &#x3c; 0.001, 2-way ANOVA with Bonferroni&#x2019;s multiple comparisons test) to control level. The total amount of sleep was measured in the day <bold>(B)</bold> and night <bold>(C)</bold>, PST-001 treatment was found to increase both the loss of day and night sleep of mnb flies compared to just increasing the amount of nocturnal sleep of Tau flies (<italic>&#x2a;p</italic> &#x3c; 0.05 and &#x2a;&#x2a;&#x2a;<italic>p</italic> &#x3c; 0.001. 2-way ANOVA with Bonferroni&#x2019;s multiple comparisons test).</p>
</caption>
<graphic xlink:href="fphar-13-881385-g005.tif"/>
</fig>
</sec>
<sec id="s3-6">
<title>PST-001 DYRK1a Inhibition Rescues Memory Loss of Alzheimer Disease-Down Syndrome Model Flies</title>
<p>Another hallmark of DS and AD is learning and memory difficulties (<xref ref-type="bibr" rid="B96">Querfurth and LaFerl a, 2010</xref>; <xref ref-type="bibr" rid="B12">Ballard et al., 2016</xref>). Therefore, to compare the effects of the different neurotoxic genes we measured 1&#xa0;h memory using the olfactory shock assay, with mnb, Tau, and A&#x3b2;42 having previously been shown to reduce learning and memory in flies (<xref ref-type="bibr" rid="B118">Tejedor et al., 1995</xref>; <xref ref-type="bibr" rid="B63">Iijima et al., 2004</xref>; <xref ref-type="bibr" rid="B91">Papanikolopoulou and Skoulakis, 2015</xref>; <xref ref-type="bibr" rid="B59">Higham et al., 2019a</xref>; <xref ref-type="bibr" rid="B58">Higham et al., 2019b</xref>). In this task the flies were exposed to two consecutive odours with the first odour being delivered at the same time as a mild foot shock, and the second odour without shock. After an hour, the flies are taken to a choice point of a T-maze with one arm containing the odour previously paired with shock and the other the non-shocked odour, the flies show learning and memory by avoiding the odour previously paired with shock (<xref ref-type="bibr" rid="B59">Higham et al., 2019a</xref>; <xref ref-type="bibr" rid="B58">Higham et al., 2019b</xref>). For the flies participate in the assay they need to be able to smell and react to shock normally. Therefore we performed sensory control experiments (<xref ref-type="bibr" rid="B59">Higham et al., 2019a</xref>; <xref ref-type="bibr" rid="B58">Higham et al., 2019b</xref>) that showed all genotypes either on or off drugs could detect and react to the different odours (octanol, <xref ref-type="fig" rid="F6">Figure 6A</xref>, 4-methylcyclohexanol (MCH), <xref ref-type="fig" rid="F6">Figure 6B</xref>) and shock (<xref ref-type="fig" rid="F6">Figure 6C</xref>) in a manner indistinguishable from untreated control.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>DYRK1A inhibitor PST-001 does not affect sensory behaviour of Alzheimer&#x2019;s disease-Down&#x2019;s syndrome models. Neither MB (<italic>OK107-GAL4</italic>) overexpression of Tau, tA&#x3b2;42 or mnb or PST-001 treatment changed the response of the fly to <bold>(A)</bold> octanol, <bold>(B)</bold> MCH or <bold>(C)</bold> shock compared to control (<italic>OK107/&#x2b;</italic>) (2-way ANOVA with Dunnett&#x2019;s post hoc multiple comparisons test). Average % avoidance was taken from 3-4 independent experiments with each <italic>n</italic> &#x3d; 30&#x2013;50 flies per experiment per genotype.</p>
</caption>
<graphic xlink:href="fphar-13-881385-g006.tif"/>
</fig>
<p>We found overexpression of human Tau, A&#x3b2;42 or mnb throughout the fly memory centre the mushroom body (MB) using the <italic>OK107-GAL4</italic> promoter reduced (<italic>p</italic> &#x3c; 0.05, 2-way ANOVA with Dunnett&#x2019;s post hoc multiple comparisons test) 1&#xa0;h memory compared to control (<xref ref-type="fig" rid="F7">Figure 7</xref>). Treating the flies with the PST-001 DYRK1A inhibitor improved the memory performance of all AD model flies to levels indistinguishable from control. Therefore, the AD model flies are bona fide memory mutants as opposed to flies that cannot detect or respond to the cues and PST-001 is able to enhance their cognition without interfering with normal sensory and reinforcement processing.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>DYRK1A inhibitor PST-001 rescues loss of memory of Alzheimer disease-Down&#x2019;s sydrome models. Mushroom body (<italic>OK107-GAL4</italic>) overexpression of mnb, tA&#x3b2;42 or Tau caused a significant decrease in memory (PI) compared to control (<italic>OK107/&#x2b;</italic>) (<sup>&#x23;</sup>
<italic>p</italic> &#x3c; 0.05, <sup>&#x23;&#x23;&#x23;</sup>
<italic>p</italic> &#x3c; 0.001, 2-way ANOVA with Dunnett&#x2019;s post hoc multiple comparisons test). 334 &#x3bc;M PST-001 was found to increase Tau mediated memory performance and return all mutant genotypes memory performance to levels indistinguishable from control. (&#x2a;&#x2a;&#x2a;<italic>p</italic> &#x3c; 0.001. 2-way ANOVA with Bonferroni&#x2019;s multiple comparisons test). Average memory performance index (PI) was taken from four independent experiments with each <italic>n</italic> &#x3d; 30&#x2013;50 flies per experiment per genotype.</p>
</caption>
<graphic xlink:href="fphar-13-881385-g007.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>We compared the effect of neuronal overexpression of the fly ortholog of DYRK1A called mnb, human Tau or human A&#x3b2;42 and found they caused a range of AD and AD-DS relevant phenotypes in <italic>Drosophila</italic> including degeneration of the photoreceptor neurons, shortened lifespan, motor impairment, sleep, and memory loss. The human AD causal genes were more phenotypically extreme than fly mnb overexpression. We found treatment with the DYRK1A inhibitor PST-001 (<xref ref-type="bibr" rid="B111">Stensen et al., 2021a</xref>), caused an <italic>in vivo</italic> reduction of phosphorylation of panneuronally expressed human Tau at S262, a site previously identified as being phosphorylated by DYRK1A leading to AD pathology (<xref ref-type="bibr" rid="B11">Azorsa et al., 2010</xref>; <xref ref-type="bibr" rid="B41">Frost et al., 2011</xref>; <xref ref-type="bibr" rid="B119">Tenreiro et al., 2014</xref>). Therefore PST-001 is an inhibitor of the kinase activity of DYRK1A and its fly ortholog, mnb. PST-001 was effective at suppressing the disease relevant phenotypes across models without any detectable adverse effect on control flies. Consistent with PST-001 leaving enough endogenous mnb activity for wildtype functions in the assays studied but still being effective at inhibiting the high levels of kinase activity in the mnb overexpressing flies thereby rescuing its mutant phenotypes. Likewise, PST-001 was effective at ameliorating the disease-relevant phenotypes of human Tau overexpressing flies due to the reduction in pathological phosphorylation of S262 by mnb. Likewise, the abililty of PST-001 to rescue the same mutant phenotypes caused by human A&#x3b2;42 overexpression is likely due to kinase inhibition of mnb rescuing the pathological phosphorylation, processing and neurotoxic effects of the A&#x3b2;42 peptide, as occurs in other systems (<xref ref-type="bibr" rid="B39">Ferrer et al., 2005</xref>; <xref ref-type="bibr" rid="B44">Garc&#xed;a-Cerro et al., 2017</xref>; <xref ref-type="bibr" rid="B7">Arbones et al., 2019</xref>). The Western and phenotypic suppression data is consistent with 334&#xa0;&#x3bc;M PST-001 not being able to completely inhibit mnb hence leaving enough endogenous mnb activity for wildtype functions in the assays studied hence the lack of deficits in the treated controls. Previous work suggests that PST-001 shows inhibition across the DYRK-family (human DYRK1A, DYRK2 and DYRK3) as well as being effective associative memory deficits in Ts65 Dn DS model mice (<xref ref-type="bibr" rid="B112">Stensen et al., 2021b</xref>), this and our data therefore is consistent PST-001 being highly effective against <italic>Drosophila</italic> DYRK1A (the product of the <italic>mnb</italic> gene).</p>
<p>This study provides important information on not only the function of mnb, but also the relative pathological consequences of overexpression of AD-associated human A&#x3b2;42 and Tau and the potential of DYRK1A inhibitor to treat these deficits. We found that overexpression of AD-associated human Tau 0N4R caused the greatest degeneration of the photoreceptors causing a reduction of &#x223c;60% in eye size compared to control, with A&#x3b2;42 also being neurotoxic decreasing the eye by &#x223c;50%, while overexpression of fly mnb caused more modest cell loss reducing the eye size by &#x223c;25%. This confirms previous studies suggesting a link between misexpression of <italic>DYRK1A</italic> with eye size and neurodegeneration (<xref ref-type="bibr" rid="B129">Wegiel et al., 2008</xref>; <xref ref-type="bibr" rid="B130">Wegiel et al., 2011</xref>; <xref ref-type="bibr" rid="B71">Laguna et al., 2013</xref>; <xref ref-type="bibr" rid="B38">Duchon and Herault, 2016</xref>; <xref ref-type="bibr" rid="B44">Garc&#xed;a-Cerro et al., 2017</xref>; <xref ref-type="bibr" rid="B128">Watson-Scales et al., 2018</xref>), which then drives the accelerated decline in motor and cognitive function in DS and AD-DS and shortened lifespan all strongly correlated with such histopathological changes in the brain (<xref ref-type="bibr" rid="B19">Buchman and Bennett, 2011</xref>; <xref ref-type="bibr" rid="B28">Choong et al., 2015</xref>; <xref ref-type="bibr" rid="B131">Wiseman et al., 2015</xref>; <xref ref-type="bibr" rid="B5">Anderson-Mooney et al., 2016</xref>; <xref ref-type="bibr" rid="B7">Arbones et al., 2019</xref>). We found that treating flies overexpressing Tau, A&#x3b2;42 or mnb in the eye with a DYRK1A inhibitor suppressed degeneration such that their eyes were &#x223c;20%&#x2013;30% bigger than the equivalent untreated genotype. Therefore, not only did the DYRK1A inhibitor suppress neurodegeneration caused by the overexpression of mnb, but it was also able to suppress amyloid and Tau pathology <italic>via</italic> decreasing endogenous mnb phosphorylation, reducing the neurotoxicity of these genes. This suggests that the PST-001 DYRK1A has therapeutic potential for AD-DS.</p>
<p>We found DYRK1A inhibition was also able to suppress the shortened life associated with pan-neuronal overexpression of AD-associated Tau or A&#x3b2;42, again this was only a partial rescue with the treated flies living longer than their equivalent untreated genotype control but not as long as completely normal flies. Intriguingly this lifespan extension was not present in flies overexpressing mnb treated with the DYRK1A inhibitor PST-001, suggesting that the DYRK1A inhibitor may be able to directly suppress human Tau and A&#x3b2;42 pathological effects on senescence, further work will be required to elucidate these mechanisms.</p>
<p>These neurotoxic degenerative effects caused by overexpression of Tau, A&#x3b2;42 or mnb also had behavioural consequences when expressed in neurons. Firstly, the ability for flies to perform a co-ordinated negative geotaxis climbing response was greatly reduced by the disease associated genes, with DYRK1A inhibition being able to improve the performance of all genotypes. The drug was shown to completely behaviourally rescued the Tau and mnb overexpressing flies, such that their performance was indistinguishable from wildtype flies. Again, we do not know why DYRK1A inhibition showed differential benefits on the different models, but it is possible that this may be due to the transgenes being expressed in different types of neurons e.g., eyes (<italic>GMR-GAL4</italic>) compared to all neurons (<italic>elav-GAL4</italic>), suggesting flies may display selective vulnerability to the neurotoxic effects of the different transgenes. It should also be noted that pan-neuronal A&#x3b2;42 overexpression caused the most extreme (&#x223c;60%&#x2013;70%) reduction in motor performance, and DYRK1A inhibition caused the greatest benefit (&#x223c;40% improvement), therefore there may be a potential floor effect, whereby the magnitude of the deficit caused by A&#x3b2;42 was too great for the drug treatment to completely return the genotype to wildtype.</p>
<p>We also found a similar differential sensitivity to DYRK1A treatment between the genotypes for treatment of the sleep loss caused by clock wide overexpression of the disease-associated genes. Clock expression of Tau, A&#x3b2;42 or mnb all caused sleep loss both in the day and night with PST-001 treatment fully rescuing sleep loss of mnb or Tau overexpression. Interestingly when the total sleep was split into day and night sleep, PST-001 was found to suppress day and night sleep loss of mnb flies, as opposed to treating just the nocturnal sleep loss of tauopathic flies. Strikingly people with AD also have similar difficulty sleeping at night (<xref ref-type="bibr" rid="B2">Aldrich et al., 1989</xref>; <xref ref-type="bibr" rid="B123">Vitiello and Borson, 2001</xref>) making them susceptible to nocturnal wandering (<xref ref-type="bibr" rid="B75">Logsdon et al., 1998</xref>). Our work also complements and extends previous work on the effect of clock expression of Tau and A&#x3b2;42 on circadian rhythms and sleep disruption in flies (<xref ref-type="bibr" rid="B26">Chen et al., 2014a</xref>; <xref ref-type="bibr" rid="B15">Blake et al., 2015</xref>; <xref ref-type="bibr" rid="B22">Cassar and Kretzschmar, 2016</xref>; <xref ref-type="bibr" rid="B46">Gerstner et al., 2016</xref>; <xref ref-type="bibr" rid="B68">Kim et al., 2018</xref>; <xref ref-type="bibr" rid="B9">Arnes et al., 2019</xref>; <xref ref-type="bibr" rid="B21">Buhl et al., 2019</xref>; <xref ref-type="bibr" rid="B23">Cassar et al., 2020</xref>). For instance, flies pan-neuronally expressing the Arctic mutant of A&#x3b2;42 sleep less during the day and night (<xref ref-type="bibr" rid="B116">Tabuchi et al., 2015</xref>), while expression of tandem A&#x3b2;42 caused behavioural arrhythmia (<xref ref-type="bibr" rid="B26">Chen et al., 2014a</xref>).</p>
<p>Our work also demonstrates the potential of DYRK1A inhibitors as sleep correctors for DS and AD-DS which may slow pathology and boost cognition, the high throughput capability of flies will allow further characterisation and screening of DS and AD circadian and sleep drugs (<xref ref-type="bibr" rid="B35">Dissel et al., 2017</xref>; <xref ref-type="bibr" rid="B127">Wang et al., 2020</xref>). People with DS also display disrupted sleep including sleep apnoea which can negatively impact their cognition and motor control (<xref ref-type="bibr" rid="B24">Chawla et al., 2020</xref>). Likewise, many people with AD in addition to the disrupted sleep at night mentioned previously also display sun-downing, where upon the patient experiences more anxiety and confusion in the evening (<xref ref-type="bibr" rid="B122">Vitiello et al., 1992</xref>; <xref ref-type="bibr" rid="B81">McCurry et al., 1999</xref>; <xref ref-type="bibr" rid="B124">Volicer et al., 2001</xref>). Insomnia, nocturnal wandering and not remembering where one is, are the primary reasons for eventual institutionalisation of people with AD, resulting in loss of independence, support networks and increased healthcare costs (<xref ref-type="bibr" rid="B95">Pollak and Perlick, 1991</xref>).</p>
<p>Furthermore, a robust circadian clock and sleep schedule improves memory function and is required for consolidation of long term memory (<xref ref-type="bibr" rid="B45">Gerstner and Yin, 2010</xref>) with post-mortem AD brain slices revealing neurodegeneration of the suprachiasmatic nucleus (SCN) of the hypothalamus which is the location of the mammalian circadian clock. Transgenic mice models of AD also show SCN degeneration (<xref ref-type="bibr" rid="B113">Sterniczuk et al., 2010</xref>; <xref ref-type="bibr" rid="B114">Stevanovic et al., 2017</xref>). Therefore, flies and mice expressing human 0N4R Tau exhibit behavioural dysfunction and neurophysiological changes, including elevated neuronal activity, which precedes neurodegeneration (<xref ref-type="bibr" rid="B133">Wittmann et al., 2001</xref>; <xref ref-type="bibr" rid="B113">Sterniczuk et al., 2010</xref>). Like flies (<xref ref-type="bibr" rid="B21">Buhl et al., 2019</xref>; <xref ref-type="bibr" rid="B23">Cassar et al., 2020</xref>), tauopathic mice show disrupted circadian rhythms and sleep showing neuronal hyperexcitability and inability to sleep at night (<xref ref-type="bibr" rid="B114">Stevanovic et al., 2017</xref>). The sleep-wake cycle is known to regulate brain interstitial fluid A&#x3b2;42 and tau in mice and cerebrospinal fluid A&#x3b2;42 and Tau in humans. Levels increase during the day and are removed at night with sleep deprivation further increasing pathological Tau seeding and spreading (<xref ref-type="bibr" rid="B85">Musiek and Holtzman, 2016</xref>; <xref ref-type="bibr" rid="B60">Holth et al., 2019</xref>). This reiterates the importance of healthy circadian rhythms and sleep for cognition and improving DS and AD symptoms as well slowing or preventing neurodegeneration in AD and AD-DS.</p>
<p>We also saw cognitive deficits, with MB memory neuron overexpression of Tau, A&#x3b2;42 or mnb reducing associative memory performance with PST-001 treatment increasing the memory of Tau overexpressing flies and improving the performance of the other mutant genotypes. This validates the use of PST-001 as a cognitive enhancer in preclinical animal models of DS, AD-DS, and AD. This suggests that DYKR1A inhibitors may be beneficial to people with DS prior to displaying memory impairment associated with AD-DS, allowing targeted treatment prior to the onset of irreversible neurodegeneration, thereby correcting the causes as opposed to just the symptoms of AD.</p>
<p>The results of our study are also consistent with finding that mice overexpressing human <italic>DYRK1A or</italic> mouse <italic>Dyrk1a</italic>, have similar motor and cognitive deficits reinforcing triplication of <italic>DYRK1A</italic> is likely to contribute to these behavioural deficits in DS and AD-DS (<xref ref-type="bibr" rid="B3">Altafaj et al., 2001</xref>; <xref ref-type="bibr" rid="B80">Mart&#xed;nez de Lagr&#xe1;n et al., 2004</xref>; <xref ref-type="bibr" rid="B89">Ortiz-Abalia et al., 2008</xref>; <xref ref-type="bibr" rid="B10">Arque et al., 2013</xref>; <xref ref-type="bibr" rid="B107">Souchet et al., 2014</xref>; <xref ref-type="bibr" rid="B44">Garc&#xed;a-Cerro et al., 2017</xref>; <xref ref-type="bibr" rid="B128">Watson-Scales et al., 2018</xref>). Reiterating that mnb is both molecularly and functionally conserved with DYRK1A. Likewise, this work also reinforces that neuronal overexpression of AD-associated Tau (<xref ref-type="bibr" rid="B133">Wittmann et al., 2001</xref>; <xref ref-type="bibr" rid="B40">Folwell et al., 2010</xref>; <xref ref-type="bibr" rid="B64">Iijima-Ando and Iijima, 2010</xref>; <xref ref-type="bibr" rid="B70">Kosmidis et al., 2010</xref>; <xref ref-type="bibr" rid="B13">Beharry et al., 2013</xref>; <xref ref-type="bibr" rid="B91">Papanikolopoulou and Skoulakis, 2015</xref>; <xref ref-type="bibr" rid="B98">Sealey et al., 2017</xref>; <xref ref-type="bibr" rid="B59">Higham et al., 2019a</xref>; <xref ref-type="bibr" rid="B58">Higham et al., 2019b</xref>; <xref ref-type="bibr" rid="B21">Buhl et al., 2019</xref>; <xref ref-type="bibr" rid="B77">Lowe et al., 2019</xref>) and A&#x3b2;42 (<xref ref-type="bibr" rid="B63">Iijima et al., 2004</xref>; <xref ref-type="bibr" rid="B27">Chiang et al., 2010</xref>; <xref ref-type="bibr" rid="B108">Spere tta et al., 2012</xref>; <xref ref-type="bibr" rid="B26">Chen et al., 2014a</xref>; <xref ref-type="bibr" rid="B15">Blake et al., 2015</xref>; <xref ref-type="bibr" rid="B93">Ping et al., 2015</xref>; <xref ref-type="bibr" rid="B116">Tabuchi et al., 2015</xref>; <xref ref-type="bibr" rid="B59">Higham et al., 2019a</xref>) result in neurodegeneration leading to a range of disease relevant phenotypes in flies.</p>
<p>It would be interesting to understand further how Tau, A&#x3b2;42 and mnb interact to influence neuronal function causing the behavioural changes seen. In addition to neurodegeneration, overexpression of these disease associated genes disrupts intrinsic and synaptic plasticity (<xref ref-type="bibr" rid="B59">Higham et al., 2019a</xref>; <xref ref-type="bibr" rid="B58">Higham et al., 2019b</xref>; <xref ref-type="bibr" rid="B21">Buhl et al., 2019</xref>; <xref ref-type="bibr" rid="B77">Lowe et al., 2019</xref>), contributing the loss of memory and sleep reported. Together this work also shows that the fly models replicate many of the key features of rodent transgenic Tau, A&#x3b2;42 and DYRK1A models including changes in excitability, increased Ca<sup>2&#x2b;</sup> signaling, neurodegeneration, and impaired synaptic plasticity, memory, and sleep (<xref ref-type="bibr" rid="B100">Selkoe, 2012</xref>; <xref ref-type="bibr" rid="B109">Spillantini and Goedert, 2013</xref>; <xref ref-type="bibr" rid="B110">Spires-Jones and Hyman, 2014</xref>; <xref ref-type="bibr" rid="B126">Wang and Mattson, 2014</xref>; <xref ref-type="bibr" rid="B16">Booth et al., 2016a</xref>; <xref ref-type="bibr" rid="B8">Arendt et al., 2016</xref>; <xref ref-type="bibr" rid="B17">Booth et al., 2016b</xref>; <xref ref-type="bibr" rid="B65">Kay et al., 2016</xref>; <xref ref-type="bibr" rid="B99">Selkoe and Hardy, 2016</xref>; <xref ref-type="bibr" rid="B14">Biundo et al., 2018</xref>; <xref ref-type="bibr" rid="B7">Arbones et al., 2019</xref>). This body of work also highlights how well these behaviours and mechanisms are conserved between flies and mammals including humans, allowing the well-established assays, genetics, and rapid ageing of <italic>Drosophila</italic> to study these processes.</p>
</sec>
<sec sec-type="conclusion" id="s5">
<title>Conclusion</title>
<p>We showed that <italic>Drosophila</italic> which overexpress mnb, human Tau or A&#x3b2;42 in different neuronal populations cause a range of AD and AD-DS relevant phenotypes and pathology including degeneration of the photoreceptor neurons, shortened lifespan, motor impairment, sleep, and memory loss. We demonstrate that the PST-001 DYRK1A inhibitor decreases phosphorylation of human Tau at S262 and is able to suppress disease relevant phenotypes caused by overexpression of mnb, human Tau or A&#x3b2;42. This allows researchers to exploit the genetic tractability and short generation time of this non-protected species to study the role of these genes in DS and AD processes and then rapidly characterise them as potential targets for new drugs to reverse these disease-relevant deficits.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="data-availability">
<title>Data Availability Statement</title>
<p>Underlying data are openly available from Dryad under the DOI: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.5061/dryad.z08kprrg8">https://doi.org/10.5061/dryad.z08kprrg8</ext-link>
</p>
</sec>
<sec id="s7">
<title>Author Contributions</title>
<p>Conceptualisation, JH; Methodology, BZ, TP, and JH; Investigations, BZ, TP, and JH; Resources, WS, JM, AF, and JH; Writing&#x2014;original draft, JH; Writing&#x2014;review and editing, BZ, TP, WS, JM, AF, and JH; Visualisation, BZ, TP, JM, AF, and JH; Funding acquisition, JH.</p>
</sec>
<sec id="s8">
<title>Funding</title>
<p>This work was supported by Alzheimer&#x2019;s Research UK grant (ARUK-IRG2019B-003) awarded to JH.</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<title>Conflict of Interest</title>
<p>AF is an employee and shareholder in Pharmasum Therapeutics. JSMS and WS are shareholders in Pharmasum Therapeutics.</p>
<p>The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s10">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<ack>
<p>The authors would like to thank Drs. Scott Waddell, Ralf Stanewsky, Damien Crowther, Linda Partridge, Kweon Yu, and the Bloomington <italic>Drosophila</italic> Stock Center for sending fly stocks.</p>
</ack>
<sec id="s11">
<title>Abbreviations</title>
<p>AD, Alzheimer&#x2019;s disease; AD-DS, Alzheimer&#x2019;s disease-down syndrome; ANOVA, analysis of variance; APP, amyloid precursor protein; CS<sup>&#x2b;</sup>, conditioned stimulus; DAM, <italic>Drosophila</italic> activity monitoring; DD, continuous darkness; DS, down syndrome; DYRK1A, dual specificity tyrosine-phosphorylation-regulated kinase 1A; GMR, glass multimer reporter; HSA21, human chromosome 21; ITM, intermediate-term memory; LD, 12&#xa0;h light:12&#xa0;h dark conditions; <italic>MAPT</italic> gene, microtubule associated protein tau; MB, mushroom body; MCH, 4-methylcyclohexanol; mnb, minibrain; PI, performance index; SEM, standard error of the mean; tA&#x3b2;42, tandem oligomerising human Amyloid-&#x3b2;42; tim, timeless; US, unconditioned stimulus.</p>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ahn</surname>
<given-names>K. J.</given-names>
</name>
<name>
<surname>Jeong</surname>
<given-names>H. K.</given-names>
</name>
<name>
<surname>Choi</surname>
<given-names>H. S.</given-names>
</name>
<name>
<surname>Ryoo</surname>
<given-names>S. R.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>Y. J.</given-names>
</name>
<name>
<surname>Goo</surname>
<given-names>J. S.</given-names>
</name>
<etal/>
</person-group> (<year>2006</year>). <article-title>DYRK1A BAC Transgenic Mice Show Altered Synaptic Plasticity with Learning and Memory Defects</article-title>. <source>Neurobiol. Dis.</source> <volume>22</volume>, <fpage>463</fpage>&#x2013;<lpage>472</lpage>. <pub-id pub-id-type="doi">10.1016/j.nbd.2005.12.006</pub-id> </citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aldrich</surname>
<given-names>M. S.</given-names>
</name>
<name>
<surname>Foster</surname>
<given-names>N. L.</given-names>
</name>
<name>
<surname>White</surname>
<given-names>R. F.</given-names>
</name>
<name>
<surname>Bluemlein</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Prokopowicz</surname>
<given-names>G.</given-names>
</name>
</person-group> (<year>1989</year>). <article-title>Sleep Abnormalities in Progressive Supranuclear Palsy</article-title>. <source>Ann. Neurol.</source> <volume>25</volume>, <fpage>577</fpage>&#x2013;<lpage>581</lpage>. <pub-id pub-id-type="doi">10.1002/ana.410250609</pub-id> </citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Altafaj</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Dierssen</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Baamonde</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Mart&#xed;</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Visa</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Guimer&#xe0;</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2001</year>). <article-title>Neurodevelopmental Delay, Motor Abnormalities and Cognitive Deficits in Transgenic Mice Overexpressing Dyrk1A (Minibrain), a Murine Model of Down&#x27;s Syndrome</article-title>. <source>Hum. Mol. Genet.</source> <volume>10</volume>, <fpage>1915</fpage>&#x2013;<lpage>1923</lpage>. <pub-id pub-id-type="doi">10.1093/hmg/10.18.1915</pub-id> </citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Alzheimer&#x27;s Association</surname>
</name>
</person-group> (<year>2016</year>). <article-title>2016 Alzheimer&#x27;s Disease Facts and Figures</article-title>. <source>Alzheimers Dement.</source> <volume>12</volume>, <fpage>459</fpage>&#x2013;<lpage>509</lpage>. <pub-id pub-id-type="doi">10.1016/j.jalz.2016.03.001</pub-id> </citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Anderson-Mooney</surname>
<given-names>A. J.</given-names>
</name>
<name>
<surname>Schmitt</surname>
<given-names>F. A.</given-names>
</name>
<name>
<surname>Head</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Lott</surname>
<given-names>I. T.</given-names>
</name>
<name>
<surname>Heilman</surname>
<given-names>K. M.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Gait Dyspraxia as a Clinical Marker of Cognitive Decline in Down Syndrome: A Review of Theory and Proposed Mechanisms</article-title>. <source>Brain Cogn.</source> <volume>104</volume>, <fpage>48</fpage>&#x2013;<lpage>57</lpage>. <pub-id pub-id-type="doi">10.1016/j.bandc.2016.02.007</pub-id> </citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aranda</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Laguna</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>de la Luna</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>DYRK Family of Protein Kinases: Evolutionary Relationships, Biochemical Properties, and Functional Roles</article-title>. <source>FASEB J.</source> <volume>25</volume>, <fpage>449</fpage>&#x2013;<lpage>462</lpage>. <pub-id pub-id-type="doi">10.1096/fj.10-165837</pub-id> </citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Arbones</surname>
<given-names>M. L.</given-names>
</name>
<name>
<surname>Thomazeau</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Nakano-Kobayashi</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Hagiwara</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Delabar</surname>
<given-names>J. M.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>DYRK1A and Cognition: A Lifelong Relationship</article-title>. <source>Pharmacol. Ther.</source> <volume>194</volume>, <fpage>199</fpage>&#x2013;<lpage>221</lpage>. <pub-id pub-id-type="doi">10.1016/j.pharmthera.2018.09.010</pub-id> </citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Arendt</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Stieler</surname>
<given-names>J. T.</given-names>
</name>
<name>
<surname>Holzer</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Tau and Tauopathies</article-title>. <source>Brain Res. Bull.</source> <volume>126</volume>, <fpage>238</fpage>&#x2013;<lpage>292</lpage>. <pub-id pub-id-type="doi">10.1016/j.brainresbull.2016.08.018</pub-id> </citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Arnes</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Alaniz</surname>
<given-names>M. E.</given-names>
</name>
<name>
<surname>Karam</surname>
<given-names>C. S.</given-names>
</name>
<name>
<surname>Cho</surname>
<given-names>J. D.</given-names>
</name>
<name>
<surname>Lopez</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Javitch</surname>
<given-names>J. A.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Role of Tau Protein in Remodeling of Circadian Neuronal Circuits and Sleep</article-title>. <source>Front. Aging Neurosci.</source> <volume>11</volume>, <fpage>320</fpage>. <pub-id pub-id-type="doi">10.3389/fnagi.2019.00320</pub-id> </citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Arque</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Casanovas</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Dierssen</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Dyrk1A Is Dynamically Expressed on Subsets of Motor Neurons and in the Neuromuscular Junction: Possible Role in Down Syndrome</article-title>. <source>PLoS One</source> <volume>8</volume>, <fpage>e54285</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0054285</pub-id> </citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Azorsa</surname>
<given-names>D. O.</given-names>
</name>
<name>
<surname>Robeson</surname>
<given-names>R. H.</given-names>
</name>
<name>
<surname>Frost</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Meec hoovet</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Brautigam</surname>
<given-names>G. R.</given-names>
</name>
<name>
<surname>Dickey</surname>
<given-names>C.</given-names>
</name>
<etal/>
</person-group> (<year>2010</year>). <article-title>High-content siRNA Screening of the Kinome Identifies Kinases Involved in Alzheimer&#x27;s Disease-Related Tau Hyperphosphorylation</article-title>. <source>BMC Genomics</source> <volume>11</volume>, <fpage>25</fpage>. <pub-id pub-id-type="doi">10.1186/1471-2164-11-25</pub-id> </citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ballard</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Mobley</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Hardy</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Williams</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Corbett</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Dementia in Down&#x27;s Syndrome</article-title>. <source>Lancet Neurol.</source> <volume>15</volume>, <fpage>622</fpage>&#x2013;<lpage>636</lpage>. <pub-id pub-id-type="doi">10.1016/S1474-4422(16)00063-6</pub-id> </citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Beharry</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Alaniz</surname>
<given-names>M. E.</given-names>
</name>
<name>
<surname>Alonso</surname>
<given-names>A. C.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Expression of Alzheimer-like Pathological Human Tau Induces a Behavioral Motor and Olfactory Learning Deficit in <italic>Drosophila melanogaster</italic>
</article-title>. <source>J. Alzheimers Dis.</source> <volume>37</volume>, <fpage>539</fpage>&#x2013;<lpage>550</lpage>. <pub-id pub-id-type="doi">10.3233/JAD-130617</pub-id> </citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Biundo</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Del Prete</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Arancio</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>D&#x27;Adamio</surname>
<given-names>L.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>A Role for Tau in Learning, Memory and Synaptic Plasticity</article-title>. <source>Sci. Rep.</source> <volume>8</volume>, <fpage>3184</fpage>. <pub-id pub-id-type="doi">10.1038/s41598-018-21596-3</pub-id> </citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Blake</surname>
<given-names>M. R.</given-names>
</name>
<name>
<surname>Holbrook</surname>
<given-names>S. D.</given-names>
</name>
<name>
<surname>Kotwica-Rolinska</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Chow</surname>
<given-names>E. S.</given-names>
</name>
<name>
<surname>Kretzschmar</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Giebultowicz</surname>
<given-names>J. M.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Manipulations of Amyloid Precursor Protein Cleavage Disrupt the Circadian Clock in Aging Drosophila</article-title>. <source>Neurobiol. Dis.</source> <volume>77</volume>, <fpage>117</fpage>&#x2013;<lpage>126</lpage>. <pub-id pub-id-type="doi">10.1016/j.nbd.2015.02.012</pub-id> </citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Booth</surname>
<given-names>C. A.</given-names>
</name>
<name>
<surname>Ridler</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Murray</surname>
<given-names>T. K.</given-names>
</name>
<name>
<surname>Ward</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>de Groot</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Goodfellow</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>Electrical and Network Neuronal Properties Are Preferentially Disrupted in Dorsal, but Not Ventral, Medial Entorhinal Cortex in a Mouse Model of Tauopathy</article-title>. <source>J. Neurosci.</source> <volume>36</volume>, <fpage>312</fpage>&#x2013;<lpage>324</lpage>. <pub-id pub-id-type="doi">10.1523/JNEUROSCI.2845-14.2016</pub-id> </citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Booth</surname>
<given-names>C. A.</given-names>
</name>
<name>
<surname>Witton</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Nowacki</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Tsaneva-Atanasova</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Jones</surname>
<given-names>M. W.</given-names>
</name>
<name>
<surname>Randall</surname>
<given-names>A. D.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>Altered Intrinsic Pyramidal Neuron Properties and Pathway-specific Synaptic Dysfunction Underlie Aberrant Hippocampal Network Function in a Mouse Model of Tauopathy</article-title>. <source>J. Neurosci.</source> <volume>36</volume>, <fpage>350</fpage>&#x2013;<lpage>363</lpage>. <pub-id pub-id-type="doi">10.1523/JNEUROSCI.2151-15.2016</pub-id> </citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Branca</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Shaw</surname>
<given-names>D. M.</given-names>
</name>
<name>
<surname>Belfiore</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Gokhale</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Shaw</surname>
<given-names>A. Y.</given-names>
</name>
<name>
<surname>Foley</surname>
<given-names>C.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>Dyrk1 Inhibition Improves Alzheimer&#x27;s Disease-like Pathology</article-title>. <source>Aging Cell</source> <volume>16</volume>, <fpage>1146</fpage>&#x2013;<lpage>1154</lpage>. <pub-id pub-id-type="doi">10.1111/acel.12648</pub-id> </citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Buchman</surname>
<given-names>A. S.</given-names>
</name>
<name>
<surname>Bennett</surname>
<given-names>D. A.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Loss of Motor Function in Preclinical Alzheimer&#x27;s Disease</article-title>. <source>Expert Rev. Neurother.</source> <volume>11</volume>, <fpage>665</fpage>&#x2013;<lpage>676</lpage>. <pub-id pub-id-type="doi">10.1586/ern.11.57</pub-id> </citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Buhl</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Bradlaugh</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Ogueta</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>K. F.</given-names>
</name>
<name>
<surname>Stanewsky</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Hodge</surname>
<given-names>J. J.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Quasimodo Mediates Daily and Acute Light Effects on Drosophila Clock Neuron Excitability</article-title>. <source>Proc. Natl. Acad. Sci. U. S. A.</source> <volume>113</volume>, <fpage>13486</fpage>&#x2013;<lpage>13491</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.1606547113</pub-id> </citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Buhl</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Higham</surname>
<given-names>J. P.</given-names>
</name>
<name>
<surname>Hodge</surname>
<given-names>J. J. L.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Alzheimer&#x27;s Disease-Associated Tau Alters Drosophila Circadian Activity, Sleep and Clock Neuron Electrophysiology</article-title>. <source>Neurobiol. Dis.</source>, <fpage>104507</fpage>. </citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cassar</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Kretzschmar</surname>
<given-names>D.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Analysis of Amyloid Precursor Protein Function in <italic>Drosophila melanogaster</italic>
</article-title>. <source>Front. Mol. Neurosci.</source> <volume>9</volume>, <fpage>61</fpage>. <pub-id pub-id-type="doi">10.3389/fnmol.2016.00061</pub-id> </citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cassar</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Law</surname>
<given-names>A. D.</given-names>
</name>
<name>
<surname>Chow</surname>
<given-names>E. S.</given-names>
</name>
<name>
<surname>Giebultowicz</surname>
<given-names>J. M.</given-names>
</name>
<name>
<surname>Kretzschmar</surname>
<given-names>D.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Disease-Associated Mutant Tau Prevents Circadian Changes in the Cytoskeleton of Central Pacemaker Neurons</article-title>. <source>Front. Neurosci.</source> <volume>14</volume>, <fpage>232</fpage>. <pub-id pub-id-type="doi">10.3389/fnins.2020.00232</pub-id> </citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chawla</surname>
<given-names>J. K.</given-names>
</name>
<name>
<surname>Burgess</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Heussler</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>The Impact of Sleep Problems on Functional and Cognitive Outcomes in Children with Down Syndrome: a Review of the Literature</article-title>. <source>J. Clin. Sleep. Med.</source> <volume>16</volume>, <fpage>1785</fpage>&#x2013;<lpage>1795</lpage>. <pub-id pub-id-type="doi">10.5664/jcsm.8630</pub-id> </citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname>
<given-names>C. K.</given-names>
</name>
<name>
<surname>Bregere</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Paluch</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Lu</surname>
<given-names>J. F.</given-names>
</name>
<name>
<surname>Dickman</surname>
<given-names>D. K.</given-names>
</name>
<name>
<surname>Chang</surname>
<given-names>K. T.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Activity-dependent Facilitation of Synaptojanin and Synaptic Vesicle Recycling by the Minibrain Kinase</article-title>. <source>Nat. Commun.</source> <volume>5</volume>, <fpage>4246</fpage>. <pub-id pub-id-type="doi">10.1038/ncomms5246</pub-id> </citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname>
<given-names>K. F.</given-names>
</name>
<name>
<surname>Possidente</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Lomas</surname>
<given-names>D. A.</given-names>
</name>
<name>
<surname>Crowther</surname>
<given-names>D. C.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>The Central Molecular Clock Is Robust in the Face of Behavioural Arrhythmia in a Drosophila Model of Alzheimer&#x27;s Disease</article-title>. <source>Dis. Model Mech.</source> <volume>7</volume>, <fpage>445</fpage>&#x2013;<lpage>458</lpage>. <pub-id pub-id-type="doi">10.1242/dmm.014134</pub-id> </citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chiang</surname>
<given-names>H. C.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Xie</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Yau</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Zhong</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>PI3 Kinase Signaling Is Involved in Abeta-Induced Memory Loss in Drosophila</article-title>. <source>Proc. Natl. Acad. Sci. U. S. A.</source> <volume>107</volume>, <fpage>7060</fpage>&#x2013;<lpage>7065</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.0909314107</pub-id> </citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Choong</surname>
<given-names>X. Y.</given-names>
</name>
<name>
<surname>Tosh</surname>
<given-names>J. L.</given-names>
</name>
<name>
<surname>Pulford</surname>
<given-names>L. J.</given-names>
</name>
<name>
<surname>Fisher</surname>
<given-names>E. M.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Dissecting Alzheimer Disease in Down Syndrome Using Mouse Models</article-title>. <source>Front. Behav. Neurosci.</source> <volume>9</volume>, <fpage>268</fpage>. <pub-id pub-id-type="doi">10.3389/fnbeh.2015.00268</pub-id> </citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Congdon</surname>
<given-names>E. E.</given-names>
</name>
<name>
<surname>Sigurdsson</surname>
<given-names>E. M.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Tau-targeting Therapies for Alzheimer Disease</article-title>. <source>Nat. Rev. Neurol.</source> <volume>14</volume>, <fpage>399</fpage>&#x2013;<lpage>415</lpage>. <pub-id pub-id-type="doi">10.1038/s41582-018-0013-z</pub-id> </citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Coutadeur</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Benyamine</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Delalonde</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>de Oliveira</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Leblond</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Foucourt</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2015</year>). <article-title>A Novel DYRK1A (Dual Specificity Tyrosine Phosphorylation-Regulated Kinase 1A) Inhibitor for the Treatment of Alzheimer&#x27;s Disease: Effect on Tau and Amyloid Pathologies <italic>In Vitro</italic>
</article-title>. <source>J. Neurochem.</source> <volume>133</volume>, <fpage>440</fpage>&#x2013;<lpage>451</lpage>. <pub-id pub-id-type="doi">10.1111/jnc.13018</pub-id> </citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Crews</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Masliah</surname>
<given-names>E.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Molecular Mechanisms of Neurodegeneration in Alzheimer&#x27;s Disease</article-title>. <source>Hum. Mol. Genet.</source> <volume>19</volume>, <fpage>R12</fpage>&#x2013;<lpage>R20</lpage>. <pub-id pub-id-type="doi">10.1093/hmg/ddq160</pub-id> </citation>
</ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Curran</surname>
<given-names>J. A.</given-names>
</name>
<name>
<surname>Buhl</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Tsaneva-Atanasova</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Hodge</surname>
<given-names>J. J. L.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Age-dependent Changes in Clock Neuron Structural Plasticity and Excitability Are Associated with a Decrease in Circadian Output Behavior and Sleep</article-title>. <source>Neurobiol. Aging</source> <volume>77</volume>, <fpage>158</fpage>&#x2013;<lpage>168</lpage>. <pub-id pub-id-type="doi">10.1016/j.neurobiolaging.2019.01.025</pub-id> </citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>De Jager</surname>
<given-names>P. L.</given-names>
</name>
<name>
<surname>Srivastava</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Lunnon</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Burgess</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Schalkwyk</surname>
<given-names>L. C.</given-names>
</name>
<name>
<surname>Yu</surname>
<given-names>L.</given-names>
</name>
<etal/>
</person-group> (<year>2014</year>). <article-title>Alzheimer&#x27;s Disease: Early Alterations in Brain DNA Methylation at ANK1, BIN1, RHBDF2 and Other Loci</article-title>. <source>Nat. Neurosci.</source> <volume>17</volume>, <fpage>1156</fpage>&#x2013;<lpage>1163</lpage>. <pub-id pub-id-type="doi">10.1038/nn.3786</pub-id> </citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Degoutin</surname>
<given-names>J. L.</given-names>
</name>
<name>
<surname>Milton</surname>
<given-names>C. C.</given-names>
</name>
<name>
<surname>Yu</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Tipping</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Bosveld</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>L.</given-names>
</name>
<etal/>
</person-group> (<year>2013</year>). <article-title>Riquiqui and Minibrain Are Regulators of the Hippo Pathway Downstream of Dachsous</article-title>. <source>Nat. Cell Biol.</source> <volume>15</volume>, <fpage>1176</fpage>&#x2013;<lpage>1185</lpage>. <pub-id pub-id-type="doi">10.1038/ncb2829</pub-id> </citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dissel</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Klose</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Donlea</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Cao</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>English</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Winsky-Sommerer</surname>
<given-names>R.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>Enhanced Sleep Reverses Memory Deficits and Underlying Pathology in Drosophila Models of Alzheimer&#x27;s Disease</article-title>. <source>Neurobiol. Sleep. Circadian Rhythms</source> <volume>2</volume>, <fpage>15</fpage>&#x2013;<lpage>26</lpage>. <pub-id pub-id-type="doi">10.1016/j.nbscr.2016.09.001</pub-id> </citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dolan</surname>
<given-names>P. J.</given-names>
</name>
<name>
<surname>Johnson</surname>
<given-names>G. V.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>The Role of Tau Kinases in Alzheimer&#x27;s Disease</article-title>. <source>Curr. Opin. Drug Discov. Devel</source> <volume>13</volume>, <fpage>595</fpage>&#x2013;<lpage>603</lpage>. </citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Donelson</surname>
<given-names>N. C.</given-names>
</name>
<name>
<surname>Donelson</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>E. Z.</given-names>
</name>
<name>
<surname>Slawson</surname>
<given-names>J. B.</given-names>
</name>
<name>
<surname>Vecsey</surname>
<given-names>C. G.</given-names>
</name>
<name>
<surname>Huber</surname>
<given-names>R.</given-names>
</name>
<etal/>
</person-group> (<year>2012</year>). <article-title>High-resolution Positional Tracking for Long-Term Analysis of Drosophila Sleep and Locomotion Using the "tracker" Program</article-title>. <source>PLoS One</source> <volume>7</volume>, <fpage>e37250</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0037250</pub-id> </citation>
</ref>
<ref id="B38">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Duchon</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Herault</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>DYRK1A, a Dosage-Sensitive Gene Involved in Neurodevelopmental Disorders, Is a Target for Drug Development in Down Syndrome</article-title>. <source>Front. Behav. Neurosci.</source> <volume>10</volume>, <fpage>104</fpage>. <pub-id pub-id-type="doi">10.3389/fnbeh.2016.00104</pub-id> </citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ferrer</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Barrachina</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Puig</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Mart&#xed;nez de Lagr&#xe1;n</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Mart&#xed;</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Avila</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2005</year>). <article-title>Constitutive Dyrk1A Is Abnormally Expressed in Alzheimer Disease, Down Syndrome, Pick Disease, and Related Transgenic Models</article-title>. <source>Neurobiol. Dis.</source> <volume>20</volume>, <fpage>392</fpage>&#x2013;<lpage>400</lpage>. <pub-id pub-id-type="doi">10.1016/j.nbd.2005.03.020</pub-id> </citation>
</ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Folwell</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Cowan</surname>
<given-names>C. M.</given-names>
</name>
<name>
<surname>Ubhi</surname>
<given-names>K. K.</given-names>
</name>
<name>
<surname>Shiabh</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Newman</surname>
<given-names>T. A.</given-names>
</name>
<name>
<surname>Shepherd</surname>
<given-names>D.</given-names>
</name>
<etal/>
</person-group> (<year>2010</year>). <article-title>Abeta Exacerbates the Neuronal Dysfunction Caused by Human Tau Expression in a Drosophila Model of Alzheimer&#x27;s Disease</article-title>. <source>Exp. Neurol.</source> <volume>223</volume>, <fpage>401</fpage>&#x2013;<lpage>409</lpage>. <pub-id pub-id-type="doi">10.1016/j.expneurol.2009.09.014</pub-id> </citation>
</ref>
<ref id="B41">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Frost</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Meechoovet</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Gately</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Giorgetti</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Shcherbakova</surname>
<given-names>I.</given-names>
</name>
<etal/>
</person-group> (<year>2011</year>). <article-title>&#x3b2;-Carboline Compounds, Including Harmine, Inhibit DYRK1A and Tau Phosphorylation at Multiple Alzheimer&#x27;s Disease-Related Sites</article-title>. <source>PloS one</source> <volume>6</volume>, <fpage>e19264</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0019264</pub-id> </citation>
</ref>
<ref id="B42">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gama Sosa</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>De Gasperi</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Elder</surname>
<given-names>G. A.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Modeling Human Neurodegenerative Diseases in Transgenic Systems</article-title>. <source>Hum. Genet.</source> <volume>131</volume>, <fpage>535</fpage>&#x2013;<lpage>563</lpage>. <pub-id pub-id-type="doi">10.1007/s00439-011-1119-1</pub-id> </citation>
</ref>
<ref id="B43">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Garc&#xed;a-Cerro</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Mart&#xed;nez</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Vidal</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Corrales</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Fl&#xf3;rez</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Vidal</surname>
<given-names>R.</given-names>
</name>
<etal/>
</person-group> (<year>2014</year>). <article-title>Overexpression of Dyrk1A Is Implicated in Several Cognitive, Electrophysiological and Neuromorphological Alterations Found in a Mouse Model of Down Syndrome</article-title>. <source>PLoS One</source> <volume>9</volume>, <fpage>e106572</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0106572</pub-id> </citation>
</ref>
<ref id="B44">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Garc&#xed;a-Cerro</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Rueda</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Vidal</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Lantigua</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Mart&#xed;nez-Cu&#xe9;</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Normalizing the Gene Dosage of Dyrk1A in a Mouse Model of Down Syndrome Rescues Several Alzheimer&#x27;s Disease Phenotypes</article-title>. <source>Neurobiol. Dis.</source> <volume>106</volume>, <fpage>76</fpage>&#x2013;<lpage>88</lpage>. <pub-id pub-id-type="doi">10.1016/j.nbd.2017.06.010</pub-id> </citation>
</ref>
<ref id="B45">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gerstner</surname>
<given-names>J. R.</given-names>
</name>
<name>
<surname>Yin</surname>
<given-names>J. C.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Circadian Rhythms and Memory Formation</article-title>. <source>Nat. Rev. Neurosci.</source> <volume>11</volume>, <fpage>577</fpage>&#x2013;<lpage>588</lpage>. <pub-id pub-id-type="doi">10.1038/nrn2881</pub-id> </citation>
</ref>
<ref id="B46">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gerstner</surname>
<given-names>J. R.</given-names>
</name>
<name>
<surname>Lenz</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>Vanderheyden</surname>
<given-names>W. M.</given-names>
</name>
<name>
<surname>Chan</surname>
<given-names>M. T.</given-names>
</name>
<name>
<surname>Pfeiffenberger</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Pack</surname>
<given-names>A. I.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Amyloid-&#x03B2; Induces Sleep Fragmentation that Is Rescued by Fatty Acid Binding Proteins in Drosophila</article-title>. <source>J. Neurosci. Res.</source> </citation>
</ref>
<ref id="B47">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ghosh</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Giese</surname>
<given-names>K. P.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Calcium/calmodulin-dependent Kinase II and Alzheimer&#x27;s Disease</article-title>. <source>Mol. Brain</source> <volume>8</volume>, <fpage>78</fpage>. <pub-id pub-id-type="doi">10.1186/s13041-015-0166-2</pub-id> </citation>
</ref>
<ref id="B48">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gramates</surname>
<given-names>L. S.</given-names>
</name>
<name>
<surname>Marygold</surname>
<given-names>S. J.</given-names>
</name>
<name>
<surname>Santos</surname>
<given-names>G. D.</given-names>
</name>
<name>
<surname>Urbano</surname>
<given-names>J. M.</given-names>
</name>
<name>
<surname>Antonazzo</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Matthews</surname>
<given-names>B. B.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>FlyBase at 25: Looking to the Future</article-title>. <source>Nucleic Acids Res.</source> <volume>45</volume>, <fpage>D663</fpage>&#x2013;<lpage>D671</lpage>. <pub-id pub-id-type="doi">10.1093/nar/gkw1016</pub-id> </citation>
</ref>
<ref id="B49">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Guedj</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Pereira</surname>
<given-names>P. L.</given-names>
</name>
<name>
<surname>Najas</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Barallobre</surname>
<given-names>M. J.</given-names>
</name>
<name>
<surname>Chabert</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Souchet</surname>
<given-names>B.</given-names>
</name>
<etal/>
</person-group> (<year>2012</year>). <article-title>DYRK1A: a Master Regulatory Protein Controlling Brain Growth</article-title>. <source>Neurobiol. Dis.</source> <volume>46</volume>, <fpage>190</fpage>&#x2013;<lpage>203</lpage>. <pub-id pub-id-type="doi">10.1016/j.nbd.2012.01.007</pub-id> </citation>
</ref>
<ref id="B50">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Guimer&#xe1;</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Casas</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Pucharc&#xf2;s</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Solans</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Dom&#xe8;nech</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Planas</surname>
<given-names>A. M.</given-names>
</name>
<etal/>
</person-group> (<year>1996</year>). <article-title>A Human Homologue of Drosophila Minibrain (MNB) Is Expressed in the Neuronal Regions Affected in Down Syndrome and Maps to the Critical Region</article-title>. <source>Hum. Mol. Genet.</source> <volume>5</volume>, <fpage>1305</fpage>&#x2013;<lpage>1310</lpage>. <pub-id pub-id-type="doi">10.1093/hmg/5.9.1305</pub-id> </citation>
</ref>
<ref id="B51">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Guo</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Wiese</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Zheng</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>APP Physiological and Pathophysiological Functions: Insights from Animal Models</article-title>. <source>Cell Res.</source> <volume>22</volume>, <fpage>78</fpage>&#x2013;<lpage>89</lpage>. <pub-id pub-id-type="doi">10.1038/cr.2011.116</pub-id> </citation>
</ref>
<ref id="B52">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>H&#xe4;mmerle</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Elizalde</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Galceran</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Becker</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Tejedor</surname>
<given-names>F. J.</given-names>
</name>
</person-group> (<year>2003</year>). <article-title>The MNB/DYRK1A Protein Kinase: Neurobiological Functions and Down Syndrome Implications</article-title>. <source>J. Neural Transm. Suppl.</source> <volume>Suppl</volume>, <fpage>129</fpage>&#x2013;<lpage>137</lpage>. <pub-id pub-id-type="doi">10.1007/978-3-7091-6721-2_11</pub-id> </citation>
</ref>
<ref id="B53">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hanger</surname>
<given-names>D. P.</given-names>
</name>
<name>
<surname>Hughes</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Woodgett</surname>
<given-names>J. R.</given-names>
</name>
<name>
<surname>Brion</surname>
<given-names>J. P.</given-names>
</name>
<name>
<surname>Anderton</surname>
<given-names>B. H.</given-names>
</name>
</person-group> (<year>1992</year>). <article-title>Glycogen Synthase Kinase-3 Induces Alzheimer&#x27;s Disease-like Phosphorylation of Tau: Generation of Paired Helical Filament Epitopes and Neuronal Localisation of the Kinase</article-title>. <source>Neurosci. Lett.</source> <volume>147</volume>, <fpage>58</fpage>&#x2013;<lpage>62</lpage>. <pub-id pub-id-type="doi">10.1016/0304-3940(92)90774-2</pub-id> </citation>
</ref>
<ref id="B54">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hendricks</surname>
<given-names>J. C.</given-names>
</name>
<name>
<surname>Finn</surname>
<given-names>S. M.</given-names>
</name>
<name>
<surname>Panckeri</surname>
<given-names>K. A.</given-names>
</name>
<name>
<surname>Chavkin</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Williams</surname>
<given-names>J. A.</given-names>
</name>
<name>
<surname>Sehgal</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2000</year>). <article-title>Rest in Drosophila Is a Sleep-like State</article-title>. <source>Neuron</source> <volume>25</volume>, <fpage>129</fpage>&#x2013;<lpage>138</lpage>. <pub-id pub-id-type="doi">10.1016/s0896-6273(00)80877-6</pub-id> </citation>
</ref>
<ref id="B55">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Herault</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Delabar</surname>
<given-names>J. M.</given-names>
</name>
<name>
<surname>Fisher</surname>
<given-names>E. M. C.</given-names>
</name>
<name>
<surname>Tybulewicz</surname>
<given-names>V. L. J.</given-names>
</name>
<name>
<surname>Yu</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Brault</surname>
<given-names>V.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Rodent Models in Down Syndrome Research: Impact and Future Opportunities</article-title>. <source>Dis. Model Mech.</source> <volume>10</volume>, <fpage>1165</fpage>&#x2013;<lpage>1186</lpage>. <pub-id pub-id-type="doi">10.1242/dmm.029728</pub-id> </citation>
</ref>
<ref id="B56">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hidalgo</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Campusano</surname>
<given-names>J. M.</given-names>
</name>
<name>
<surname>Hodge</surname>
<given-names>J. J. L.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>The Drosophila Ortholog of the Schizophrenia-Associated CACNA1A and CACNA1B Voltage-Gated Calcium Channels Regulate Memory, Sleep and Circadian Rhythms</article-title>. <source>Neurobiol. Dis.</source> <volume>155</volume>, <fpage>105394</fpage>. <pub-id pub-id-type="doi">10.1016/j.nbd.2021.105394</pub-id> </citation>
</ref>
<ref id="B57">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hidalgo</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Campusano</surname>
<given-names>J. M.</given-names>
</name>
<name>
<surname>Hodge</surname>
<given-names>J. J. L.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Assessing Olfactory, Memory, Social and Circadian Phenotypes Associated with Schizophrenia in a Genetic Model Based on Rim</article-title>. <source>Transl. Psychiatry</source> <volume>11</volume>, <fpage>292</fpage>. <pub-id pub-id-type="doi">10.1038/s41398-021-01418-3</pub-id> </citation>
</ref>
<ref id="B58">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Higham</surname>
<given-names>J. P.</given-names>
</name>
<name>
<surname>Hidalgo</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Buhl</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Hodge</surname>
<given-names>J. J. L.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Restoration of Olfactory Memory in Drosophila Overexpressing Human Alzheimer&#x27;s Disease Associated Tau by Manipulation of L-type Ca2&#x2b; Channels</article-title>. <source>Front. Cell Neurosci.</source> <volume>13</volume>, <fpage>409</fpage>. <pub-id pub-id-type="doi">10.3389/fncel.2019.00409</pub-id> </citation>
</ref>
<ref id="B59">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Higham</surname>
<given-names>J. P.</given-names>
</name>
<name>
<surname>Malik</surname>
<given-names>B. R.</given-names>
</name>
<name>
<surname>Buhl</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Dawson</surname>
<given-names>J. M.</given-names>
</name>
<name>
<surname>Ogier</surname>
<given-names>A. S.</given-names>
</name>
<name>
<surname>Lunnon</surname>
<given-names>K.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Alzheimer&#x27;s Disease Associated Genes Ankyrin and Tau Cause Shortened Lifespan and Memory Loss in Drosophila</article-title>. <source>Front. Cell Neurosci.</source> <volume>13</volume>, <fpage>260</fpage>. <pub-id pub-id-type="doi">10.3389/fncel.2019.00260</pub-id> </citation>
</ref>
<ref id="B60">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Holth</surname>
<given-names>J. K.</given-names>
</name>
<name>
<surname>Fritschi</surname>
<given-names>S. K.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Pedersen</surname>
<given-names>N. P.</given-names>
</name>
<name>
<surname>Cirrito</surname>
<given-names>J. R.</given-names>
</name>
<name>
<surname>Mahan</surname>
<given-names>T. E.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>The Sleep-Wake Cycle Regulates Brain Interstitial Fluid Tau in Mice and CSF Tau in Humans</article-title>. <source>Science</source>. <pub-id pub-id-type="doi">10.1126/science.aav2546</pub-id> </citation>
</ref>
<ref id="B61">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hong</surname>
<given-names>S. H.</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>K. S.</given-names>
</name>
<name>
<surname>Kwak</surname>
<given-names>S. J.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>A. K.</given-names>
</name>
<name>
<surname>Bai</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Jung</surname>
<given-names>M. S.</given-names>
</name>
<etal/>
</person-group> (<year>2012</year>). <article-title>Minibrain/Dyrk1a Regulates Food Intake through the Sir2-FOXO-sNPF/NPY Pathway in Drosophila and Mammals</article-title>. <source>PLoS Genet.</source> <volume>8</volume>, <fpage>e1002857</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pgen.1002857</pub-id> </citation>
</ref>
<ref id="B62">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hooper</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Killick</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Lovestone</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>The GSK3 Hypothesis of Alzheimer&#x27;s Disease</article-title>. <source>J. Neurochem.</source> <volume>104</volume>, <fpage>1433</fpage>&#x2013;<lpage>1439</lpage>. <pub-id pub-id-type="doi">10.1111/j.1471-4159.2007.05194.x</pub-id> </citation>
</ref>
<ref id="B63">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Iijima</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>H. P.</given-names>
</name>
<name>
<surname>Chiang</surname>
<given-names>A. S.</given-names>
</name>
<name>
<surname>Hearn</surname>
<given-names>S. A.</given-names>
</name>
<name>
<surname>Konsolaki</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Zhong</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2004</year>). <article-title>Dissecting the Pathological Effects of Human Abeta40 and Abeta42 in Drosophila: a Potential Model for Alzheimer&#x27;s Disease</article-title>. <source>Proc. Natl. Acad. Sci. U. S. A.</source> <volume>101</volume>, <fpage>6623</fpage>&#x2013;<lpage>6628</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.0400895101</pub-id> </citation>
</ref>
<ref id="B64">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Iijima-Ando</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Iijima</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Transgenic Drosophila Models of Alzheimer&#x27;s Disease and Tauopathies</article-title>. <source>Brain Struct. Funct.</source> <volume>214</volume>, <fpage>245</fpage>&#x2013;<lpage>262</lpage>. <pub-id pub-id-type="doi">10.1007/s00429-009-0234-4</pub-id> </citation>
</ref>
<ref id="B65">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kay</surname>
<given-names>L. J.</given-names>
</name>
<name>
<surname>Smulders-Srinivasan</surname>
<given-names>T. K.</given-names>
</name>
<name>
<surname>Soundararajan</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Understanding the Multifaceted Role of Human Down Syndrome Kinase DYRK1A</article-title>. <source>Adv. Protein Chem. Struct. Biol.</source> <volume>105</volume>, <fpage>127</fpage>&#x2013;<lpage>171</lpage>. <pub-id pub-id-type="doi">10.1016/bs.apcsb.2016.07.001</pub-id> </citation>
</ref>
<ref id="B66">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kerr</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Augustin</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Piper</surname>
<given-names>M. D.</given-names>
</name>
<name>
<surname>Gandy</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Allen</surname>
<given-names>M. J.</given-names>
</name>
<name>
<surname>Lovestone</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2011</year>). <article-title>Dietary Restriction Delays Aging, but Not Neuronal Dysfunction, in Drosophila Models of Alzheimer&#x27;s Disease</article-title>. <source>Neurobiol. Aging</source> <volume>32</volume>, <fpage>1977</fpage>&#x2013;<lpage>1989</lpage>. <pub-id pub-id-type="doi">10.1016/j.neurobiolaging.2009.10.015</pub-id> </citation>
</ref>
<ref id="B67">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>K. S.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>A. K.</given-names>
</name>
<name>
<surname>Choi</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Choi</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Kang</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>A Chemical with Proven Clinical Safety Rescues Down-Syndrome-Related Phenotypes in through DYRK1A Inhibition</article-title>. <source>Dis. Model Mech.</source> <volume>9</volume>, <fpage>839</fpage>&#x2013;<lpage>848</lpage>. <pub-id pub-id-type="doi">10.1242/dmm.025668</pub-id> </citation>
</ref>
<ref id="B68">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Subramanian</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Cho</surname>
<given-names>Y. H.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>G. H.</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Park</surname>
<given-names>J. J.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Short-term Exposure to Dim Light at Night Disrupts Rhythmic Behaviors and Causes Neurodegeneration in Fly Models of Tauopathy and Alzheimer&#x27;s Disease</article-title>. <source>Biochem. Biophys. Res. Commun.</source> <volume>495</volume>, <fpage>1722</fpage>&#x2013;<lpage>1729</lpage>. <pub-id pub-id-type="doi">10.1016/j.bbrc.2017.12.021</pub-id> </citation>
</ref>
<ref id="B69">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kimura</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Kamino</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Yamamoto</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Nuripa</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Kida</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Kazui</surname>
<given-names>H.</given-names>
</name>
<etal/>
</person-group> (<year>2007</year>). <article-title>The DYRK1A Gene, Encoded in Chromosome 21 Down Syndrome Critical Region, Bridges between &#x03B2;-Amyloid Production and Tau Phosphorylation in Alzheimer Disease</article-title>. <source>Hum. Mol. Genet.</source> <volume>16</volume>, <fpage>15</fpage>&#x2013;<lpage>23</lpage>. <pub-id pub-id-type="doi">10.1093/hmg/ddl437</pub-id> </citation>
</ref>
<ref id="B70">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kosmidis</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Grammenoudi</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Papanikolopoulou</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Skoulakis</surname>
<given-names>E. M.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Differential Effects of Tau on the Integrity and Function of Neurons Essential for Learning in Drosophila</article-title>. <source>J. Neurosci.</source> <volume>30</volume>, <fpage>464</fpage>&#x2013;<lpage>477</lpage>. <pub-id pub-id-type="doi">10.1523/JNEUROSCI.1490-09.2010</pub-id> </citation>
</ref>
<ref id="B71">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Laguna</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Barallobre</surname>
<given-names>M. J.</given-names>
</name>
<name>
<surname>Marchena</surname>
<given-names>M. &#xc1;.</given-names>
</name>
<name>
<surname>Mateus</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Ram&#xed;rez</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Mart&#xed;nez-Cue</surname>
<given-names>C.</given-names>
</name>
<etal/>
</person-group> (<year>2013</year>). <article-title>Triplication of DYRK1A Causes Retinal Structural and Functional Alterations in Down Syndrome</article-title>. <source>Hum. Mol. Genet.</source> <volume>22</volume>, <fpage>2775</fpage>&#x2013;<lpage>2784</lpage>. <pub-id pub-id-type="doi">10.1093/hmg/ddt125</pub-id> </citation>
</ref>
<ref id="B72">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lee</surname>
<given-names>H. J.</given-names>
</name>
<name>
<surname>Woo</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>H. E.</given-names>
</name>
<name>
<surname>Jeon</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Ryu</surname>
<given-names>K. Y.</given-names>
</name>
<name>
<surname>Nam</surname>
<given-names>J. H.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>The Novel DYRK1A Inhibitor KVN93 Regulates Cognitive Function, Amyloid-Beta Pathology, and Neuroinflammation</article-title>. <source>Free Radic. Biol. Med.</source> <volume>160</volume>, <fpage>575</fpage>&#x2013;<lpage>595</lpage>. <pub-id pub-id-type="doi">10.1016/j.freeradbiomed.2020.08.030</pub-id> </citation>
</ref>
<ref id="B73">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lee</surname>
<given-names>K. S.</given-names>
</name>
<name>
<surname>Choi</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Kwon</surname>
<given-names>D. W.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Choi</surname>
<given-names>J. M.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>A. K.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>A Novel De Novo Heterozygous DYRK1A Mutation Causes Complete Loss of DYRK1A Function and Developmental Delay</article-title>. <source>Sci. Rep.</source> <volume>10</volume>, <fpage>9849</fpage>. <pub-id pub-id-type="doi">10.1038/s41598-020-66750-y</pub-id> </citation>
</ref>
<ref id="B74">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Liang</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Wegiel</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Hwang</surname>
<given-names>Y. W.</given-names>
</name>
<name>
<surname>Iqbal</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Grundke-Iqbal</surname>
<given-names>I.</given-names>
</name>
<etal/>
</person-group> (<year>2008</year>). <article-title>Overexpression of Dyrk1A Contributes to Neurofibrillary Degeneration in Down Syndrome</article-title>. <source>Faseb J.</source> <volume>22</volume>, <fpage>3224</fpage>&#x2013;<lpage>3233</lpage>. <pub-id pub-id-type="doi">10.1096/fj.07-104539</pub-id> </citation>
</ref>
<ref id="B75">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Logsdon</surname>
<given-names>R. G.</given-names>
</name>
<name>
<surname>Teri</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>McCurry</surname>
<given-names>S. M.</given-names>
</name>
<name>
<surname>Gibbons</surname>
<given-names>L. E.</given-names>
</name>
<name>
<surname>Kukull</surname>
<given-names>W. A.</given-names>
</name>
<name>
<surname>Larson</surname>
<given-names>E. B.</given-names>
</name>
</person-group> (<year>1998</year>). <article-title>Wandering: a Significant Problem Among Community-Residing Individuals with Alzheimer&#x27;s Disease</article-title>. <source>J. Gerontol. B Psychol. Sci. Soc. Sci.</source> <volume>53</volume>, <fpage>P294</fpage>&#x2013;<lpage>P299</lpage>. <pub-id pub-id-type="doi">10.1093/geronb/53b.5.p294</pub-id> </citation>
</ref>
<ref id="B76">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lott</surname>
<given-names>I. T.</given-names>
</name>
<name>
<surname>Dierssen</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Cognitive Deficits and Associated Neurological Complications in Individuals with Down&#x27;s Syndrome</article-title>. <source>Lancet Neurol.</source> <volume>9</volume>, <fpage>623</fpage>&#x2013;<lpage>633</lpage>. <pub-id pub-id-type="doi">10.1016/S1474-4422(10)70112-5</pub-id> </citation>
</ref>
<ref id="B77">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lowe</surname>
<given-names>S. A.</given-names>
</name>
<name>
<surname>Usowicz</surname>
<given-names>M. M.</given-names>
</name>
<name>
<surname>Hodge</surname>
<given-names>J. J. L.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Neuronal Overexpression of Alzheimer&#x27;s Disease and Down&#x27;s Syndrome Associated DYRK1A/minibrain Gene Alters Motor Decline, Neurodegeneration and Synaptic Plasticity in Drosophila</article-title>. <source>Neurobiol. Dis.</source> <volume>125</volume>, <fpage>107</fpage>&#x2013;<lpage>114</lpage>. <pub-id pub-id-type="doi">10.1016/j.nbd.2019.01.017</pub-id> </citation>
</ref>
<ref id="B78">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Malak</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Kostiukow</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Krawczyk-Wasielewska</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Mojs</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Samborski</surname>
<given-names>W.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Delays in Motor Development in Children with Down Syndrome</article-title>. <source>Med. Sci. Monit.</source> <volume>21</volume>, <fpage>1904</fpage>&#x2013;<lpage>1910</lpage>. <pub-id pub-id-type="doi">10.12659/MSM.893377</pub-id> </citation>
</ref>
<ref id="B79">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Malik</surname>
<given-names>B. R.</given-names>
</name>
<name>
<surname>Gillespie</surname>
<given-names>J. M.</given-names>
</name>
<name>
<surname>Hodge</surname>
<given-names>J. J.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>CASK and CaMKII Function in the Mushroom Body &#x3b1;&#x27;/&#x3b2;&#x27; Neurons during Drosophila Memory Formation</article-title>. <source>Front. Neural Circuits</source> <volume>7</volume>, <fpage>52</fpage>. <pub-id pub-id-type="doi">10.3389/fncir.2013.00052</pub-id> </citation>
</ref>
<ref id="B80">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mart&#xed;nez de Lagr&#xe1;n</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Altafaj</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Gallego</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Mart&#xed;</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Estivill</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Sah&#xfa;n</surname>
<given-names>I.</given-names>
</name>
<etal/>
</person-group> (<year>2004</year>). <article-title>Motor Phenotypic Alterations in TgDyrk1a Transgenic Mice Implicate DYRK1A in Down Syndrome Motor Dysfunction</article-title>. <source>Neurobiol. Dis.</source> <volume>15</volume>, <fpage>132</fpage>&#x2013;<lpage>142</lpage>. <pub-id pub-id-type="doi">10.1016/j.nbd.2003.10.002</pub-id> </citation>
</ref>
<ref id="B81">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>McCurry</surname>
<given-names>S. M.</given-names>
</name>
<name>
<surname>Logsdon</surname>
<given-names>R. G.</given-names>
</name>
<name>
<surname>Teri</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Gibbons</surname>
<given-names>L. E.</given-names>
</name>
<name>
<surname>Kukull</surname>
<given-names>W. A.</given-names>
</name>
<name>
<surname>Bowen</surname>
<given-names>J. D.</given-names>
</name>
<etal/>
</person-group> (<year>1999</year>). <article-title>Characteristics of Sleep Disturbance in Community-Dwelling Alzheimer&#x27;s Disease Patients</article-title>. <source>J. Geriatr. Psychiatry Neurol.</source> <volume>12</volume>, <fpage>53</fpage>&#x2013;<lpage>59</lpage>. <pub-id pub-id-type="doi">10.1177/089198879901200203</pub-id> </citation>
</ref>
<ref id="B82">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>McGowan</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Eriksen</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Hutton</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>A Decade of Modeling Alzheimer&#x27;s Disease in Transgenic Mice</article-title>. <source>Trends Genet.</source> <volume>22</volume>, <fpage>281</fpage>&#x2013;<lpage>289</lpage>. <pub-id pub-id-type="doi">10.1016/j.tig.2006.03.007</pub-id> </citation>
</ref>
<ref id="B83">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Melchior</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Mittapalli</surname>
<given-names>G. K.</given-names>
</name>
<name>
<surname>Lai</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Duong-Polk</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Stewart</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>G&#xfc;ner</surname>
<given-names>B.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Tau Pathology Reduction with SM07883, a Novel, Potent, and Selective Oral DYRK1A Inhibitor: A Potential Therapeutic for Alzheimer&#x27;s Disease</article-title>. <source>Aging Cell</source> <volume>18</volume>, <fpage>e13000</fpage>. <pub-id pub-id-type="doi">10.1111/acel.13000</pub-id> </citation>
</ref>
<ref id="B84">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mukhopadhyay</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Banerjee</surname>
<given-names>D.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>A Primer on the Evolution of Aducanumab: The First Antibody Approved for Treatment of Alzheimer&#x27;s Disease</article-title>. <source>J. Alzheimers Dis.</source> <pub-id pub-id-type="doi">10.3233/jad-215065</pub-id> </citation>
</ref>
<ref id="B85">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Musiek</surname>
<given-names>E. S.</given-names>
</name>
<name>
<surname>Holtzman</surname>
<given-names>D. M.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Mechanisms Linking Circadian Clocks, Sleep, and Neurodegeneration</article-title>. <source>Science</source> <volume>354</volume>, <fpage>1004</fpage>&#x2013;<lpage>1008</lpage>. <pub-id pub-id-type="doi">10.1126/science.aah4968</pub-id> </citation>
</ref>
<ref id="B86">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nguyen</surname>
<given-names>T. L.</given-names>
</name>
<name>
<surname>Duchon</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Manousopoulou</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Loa&#xeb;c</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Villiers</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Pani</surname>
<given-names>G.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Correction of Cognitive Deficits in Mouse Models of Down Syndrome by a Pharmacological Inhibitor of DYRK1A</article-title>. <source>Dis. Model Mech.</source> <volume>11</volume>. <pub-id pub-id-type="doi">10.1242/dmm.035634</pub-id> </citation>
</ref>
<ref id="B87">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>O&#x27;Leary</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Hughes-McCormack</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Dunn</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Cooper</surname>
<given-names>S. A.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Early Death and Causes of Death of People with Down Syndrome: A Systematic Review</article-title>. <source>J. Appl. Res. Intellect. Disabil</source>. <pub-id pub-id-type="doi">10.1111/jar.12446</pub-id> </citation>
</ref>
<ref id="B88">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ori-McKenney</surname>
<given-names>K. M.</given-names>
</name>
<name>
<surname>McKenney</surname>
<given-names>R. J.</given-names>
</name>
<name>
<surname>Huang</surname>
<given-names>H. H.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Meltzer</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Jan</surname>
<given-names>L. Y.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>Phosphorylation of &#x3b2;-Tubulin by the Down Syndrome Kinase, Minibrain/DYRK1a, Regulates Microtubule Dynamics and Dendrite Morphogenesis</article-title>. <source>Neuron</source> <volume>90</volume>, <fpage>551</fpage>&#x2013;<lpage>563</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuron.2016.03.027</pub-id> </citation>
</ref>
<ref id="B89">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ortiz-Abalia</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Sah&#xfa;n</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Altafaj</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Andreu</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Estivill</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Dierssen</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2008</year>). <article-title>Targeting Dyrk1A with AAVshRNA Attenuates Motor Alterations in TgDyrk1A, a Mouse Model of Down Syndrome</article-title>. <source>Am. J. Hum. Genet.</source> <volume>83</volume>, <fpage>479</fpage>&#x2013;<lpage>488</lpage>. <pub-id pub-id-type="doi">10.1016/j.ajhg.2008.09.010</pub-id> </citation>
</ref>
<ref id="B90">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ovchinnikov</surname>
<given-names>D. A.</given-names>
</name>
<name>
<surname>Korn</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>Virshup</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Wells</surname>
<given-names>C. A.</given-names>
</name>
<name>
<surname>Wolvetang</surname>
<given-names>E. J.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>The Impact of APP on Alzheimer-like Pathogenesis and Gene Expression in Down Syndrome iPSC-Derived Neurons</article-title>. <source>Stem Cell Rep.</source> <volume>11</volume>, <fpage>32</fpage>&#x2013;<lpage>42</lpage>. <pub-id pub-id-type="doi">10.1016/j.stemcr.2018.05.004</pub-id> </citation>
</ref>
<ref id="B91">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Papanikolopoulou</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Skoulakis</surname>
<given-names>E. M.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Temporally Distinct Phosphorylations Differentiate Tau-dependent Learning Deficits and Premature Mortality in Drosophila</article-title>. <source>Hum. Mol. Genet.</source> <volume>24</volume>, <fpage>2065</fpage>&#x2013;<lpage>2077</lpage>. <pub-id pub-id-type="doi">10.1093/hmg/ddu726</pub-id> </citation>
</ref>
<ref id="B92">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Parisky</surname>
<given-names>K. M.</given-names>
</name>
<name>
<surname>Agosto</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Pulver</surname>
<given-names>S. R.</given-names>
</name>
<name>
<surname>Shang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Kuklin</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Hodge</surname>
<given-names>J. J.</given-names>
</name>
<etal/>
</person-group> (<year>2008</year>). <article-title>PDF Cells Are a GABA-Responsive Wake-Promoting Component of the Drosophila Sleep Circuit</article-title>. <source>Neuron</source> <volume>60</volume>, <fpage>672</fpage>&#x2013;<lpage>682</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuron.2008.10.042</pub-id> </citation>
</ref>
<ref id="B93">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ping</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Hahm</surname>
<given-names>E. T.</given-names>
</name>
<name>
<surname>Waro</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Song</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Vo-Ba</surname>
<given-names>D. A.</given-names>
</name>
<name>
<surname>Licursi</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2015</year>). <article-title>Linking A&#x3b2;42-Induced Hyperexcitability to Neurodegeneration, Learning and Motor Deficits, and a Shorter Lifespan in an Alzheimer&#x27;s Model</article-title>. <source>PLoS Genet.</source> <volume>11</volume>, <fpage>e1005025</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pgen.1005025</pub-id> </citation>
</ref>
<ref id="B94">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Plattner</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Angelo</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Giese</surname>
<given-names>K. P.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>The Roles of Cyclin-dependent Kinase 5 and Glycogen Synthase Kinase 3 in Tau Hyperphosphorylation</article-title>. <source>J. Biol. Chem.</source> <volume>281</volume>, <fpage>25457</fpage>&#x2013;<lpage>25465</lpage>. <pub-id pub-id-type="doi">10.1074/jbc.M603469200</pub-id> </citation>
</ref>
<ref id="B95">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pollak</surname>
<given-names>C. P.</given-names>
</name>
<name>
<surname>Perlick</surname>
<given-names>D.</given-names>
</name>
</person-group> (<year>1991</year>). <article-title>Sleep Problems and Institutionalization of the Elderly</article-title>. <source>J. Geriatr. Psychiatry Neurol.</source> <volume>4</volume>, <fpage>204</fpage>&#x2013;<lpage>210</lpage>. <pub-id pub-id-type="doi">10.1177/089198879100400405</pub-id> </citation>
</ref>
<ref id="B96">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Querfurth</surname>
<given-names>H. W.</given-names>
</name>
<name>
<surname>LaFerla</surname>
<given-names>F. M.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Alzheimer&#x27;s Disease</article-title>. <source>N. Engl. J. Med.</source> <volume>362</volume>, <fpage>329</fpage>&#x2013;<lpage>344</lpage>. <pub-id pub-id-type="doi">10.1056/NEJMra0909142</pub-id> </citation>
</ref>
<ref id="B97">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rothweiler</surname>
<given-names>U.</given-names>
</name>
<name>
<surname>Stensen</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Brandsdal</surname>
<given-names>B. O.</given-names>
</name>
<name>
<surname>Isaksson</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Leeson</surname>
<given-names>F. A.</given-names>
</name>
<name>
<surname>Engh</surname>
<given-names>R. A.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>Probing the ATP-Binding Pocket of Protein Kinase DYRK1A with Benzothiazole Fragment Molecules</article-title>. <source>J. Med. Chem.</source> <volume>59</volume>, <fpage>9814</fpage>&#x2013;<lpage>9824</lpage>. <pub-id pub-id-type="doi">10.1021/acs.jmedchem.6b01086</pub-id> </citation>
</ref>
<ref id="B98">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sealey</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Vourkou</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Cowan</surname>
<given-names>C. M.</given-names>
</name>
<name>
<surname>Bossing</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Quraishe</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Grammenoudi</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>Distinct Phenotypes of Three-Repeat and Four-Repeat Human Tau in a Transgenic Model of Tauopathy</article-title>. <source>Neurobiol. Dis.</source> <volume>105</volume>, <fpage>74</fpage>&#x2013;<lpage>83</lpage>. <pub-id pub-id-type="doi">10.1016/j.nbd.2017.05.003</pub-id> </citation>
</ref>
<ref id="B99">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Selkoe</surname>
<given-names>D. J.</given-names>
</name>
<name>
<surname>Hardy</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>The Amyloid Hypothesis of Alzheimer&#x27;s Disease at 25 Years</article-title>. <source>EMBO Mol. Med.</source> <volume>8</volume>, <fpage>595</fpage>&#x2013;<lpage>608</lpage>. <pub-id pub-id-type="doi">10.15252/emmm.201606210</pub-id> </citation>
</ref>
<ref id="B100">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Selkoe</surname>
<given-names>D. J.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Preventing Alzheimer&#x27;s Disease</article-title>. <source>Science</source> <volume>337</volume>, <fpage>1488</fpage>&#x2013;<lpage>1492</lpage>. <pub-id pub-id-type="doi">10.1126/science.1228541</pub-id> </citation>
</ref>
<ref id="B101">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shaikh</surname>
<given-names>M. N.</given-names>
</name>
<name>
<surname>Gutierrez-Avi&#xf1;o</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Colonques</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Ceron</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>H&#xe4;mmerle</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Tejedor</surname>
<given-names>F. J.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Minibrain Drives the Dacapo-dependent Cell Cycle Exit of Neurons in the Drosophila Brain by Promoting Asense and Prospero Expression</article-title>. <source>Development</source> <volume>143</volume>, <fpage>3195</fpage>&#x2013;<lpage>3205</lpage>. <pub-id pub-id-type="doi">10.1242/dev.134338</pub-id> </citation>
</ref>
<ref id="B102">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shaw</surname>
<given-names>P. J.</given-names>
</name>
<name>
<surname>Tononi</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Greenspan</surname>
<given-names>R. J.</given-names>
</name>
<name>
<surname>Robinson</surname>
<given-names>D. F.</given-names>
</name>
</person-group> (<year>2002</year>). <article-title>Stress Response Genes Protect against Lethal Effects of Sleep Deprivation in Drosophila</article-title>. <source>Nature</source> <volume>417</volume>, <fpage>287</fpage>&#x2013;<lpage>291</lpage>. <pub-id pub-id-type="doi">10.1038/417287a</pub-id> </citation>
</ref>
<ref id="B103">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shi</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Zhou</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Chohan</surname>
<given-names>M. O.</given-names>
</name>
<name>
<surname>Gu</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Wegiel</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2008</year>). <article-title>Increased Dosage of Dyrk1A Alters Alternative Splicing Factor (ASF)-regulated Alternative Splicing of Tau in Down Syndrome</article-title>. <source>J. Biol. Chem.</source> <volume>283</volume>, <fpage>28660</fpage>&#x2013;<lpage>28669</lpage>. <pub-id pub-id-type="doi">10.1074/jbc.M802645200</pub-id> </citation>
</ref>
<ref id="B104">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shindoh</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Kudoh</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Maeda</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Yamaki</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Minoshima</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Shimizu</surname>
<given-names>Y.</given-names>
</name>
<etal/>
</person-group> (<year>1996</year>). <article-title>Cloning of a Human Homolog of the Drosophila Minibrain/rat Dyrk Gene from "the Down Syndrome Critical Region" of Chromosome 21</article-title>. <source>Biochem. Biophys. Res. Commun.</source> <volume>225</volume>, <fpage>92</fpage>&#x2013;<lpage>99</lpage>. <pub-id pub-id-type="doi">10.1006/bbrc.1996.1135</pub-id> </citation>
</ref>
<ref id="B105">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Smith</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Medda</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Gokhale</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Dunckley</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Hulme</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Recent Advances in the Design, Synthesis, and Biological Evaluation of Selective DYRK1A Inhibitors: a New Avenue for a Disease Modifying Treatment of Alzheimer&#x27;s?</article-title> <source>ACS Chem. Neurosci.</source> <volume>3</volume>, <fpage>857</fpage>&#x2013;<lpage>872</lpage>. <pub-id pub-id-type="doi">10.1021/cn300094k</pub-id> </citation>
</ref>
<ref id="B106">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Soeda</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Takashima</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>New Insights into Drug Discovery Targeting Tau Protein</article-title>. <source>Front. Mol. Neurosci.</source> <volume>13</volume>, <fpage>590896</fpage>. <pub-id pub-id-type="doi">10.3389/fnmol.2020.590896</pub-id> </citation>
</ref>
<ref id="B107">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Souchet</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Guedj</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Sah&#xfa;n</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Duchon</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Daubigney</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Badel</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2014</year>). <article-title>Excitation/inhibition Balance and Learning Are Modified by Dyrk1a Gene Dosage</article-title>. <source>Neurobiol. Dis.</source> <volume>69</volume>, <fpage>65</fpage>&#x2013;<lpage>75</lpage>. <pub-id pub-id-type="doi">10.1016/j.nbd.2014.04.016</pub-id> </citation>
</ref>
<ref id="B108">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Speretta</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Jahn</surname>
<given-names>T. R.</given-names>
</name>
<name>
<surname>Tartaglia</surname>
<given-names>G. G.</given-names>
</name>
<name>
<surname>Favrin</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Barros</surname>
<given-names>T. P.</given-names>
</name>
<name>
<surname>Imarisio</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2012</year>). <article-title>Expression in drosophila of Tandem Amyloid &#x3b2; Peptides Provides Insights into Links between Aggregation and Neurotoxicity</article-title>. <source>J. Biol. Chem.</source> <volume>287</volume>, <fpage>20748</fpage>&#x2013;<lpage>20754</lpage>. <pub-id pub-id-type="doi">10.1074/jbc.M112.350124</pub-id> </citation>
</ref>
<ref id="B109">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Spillantini</surname>
<given-names>M. G.</given-names>
</name>
<name>
<surname>Goedert</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Tau Pathology and Neurodegeneration</article-title>. <source>Lancet Neurol.</source> <volume>12</volume>, <fpage>609</fpage>&#x2013;<lpage>622</lpage>. <pub-id pub-id-type="doi">10.1016/S1474-4422(13)70090-5</pub-id> </citation>
</ref>
<ref id="B110">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Spires-Jones</surname>
<given-names>T. L.</given-names>
</name>
<name>
<surname>Hyman</surname>
<given-names>B. T.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>The Intersection of Amyloid Beta and Tau at Synapses in Alzheimer&#x27;s Disease</article-title>. <source>Neuron</source> <volume>82</volume>, <fpage>756</fpage>&#x2013;<lpage>771</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuron.2014.05.004</pub-id> </citation>
</ref>
<ref id="B111">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Stensen</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Rothweiler</surname>
<given-names>U.</given-names>
</name>
<name>
<surname>Engh</surname>
<given-names>R. A.</given-names>
</name>
<name>
<surname>Stasko</surname>
<given-names>M. R.</given-names>
</name>
<name>
<surname>Bederman</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Costa</surname>
<given-names>A. C. S.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Novel DYRK1A Inhibitor Rescues Learning and Memory Deficits in a Mouse Model of Down Syndrome</article-title>. <source>Pharm. (Basel)</source> <volume>14</volume>, <fpage>1170</fpage>. <pub-id pub-id-type="doi">10.3390/ph14111170</pub-id> </citation>
</ref>
<ref id="B112">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Stensen</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Rothweiler</surname>
<given-names>U.</given-names>
</name>
<name>
<surname>Engh</surname>
<given-names>R. A.</given-names>
</name>
<name>
<surname>Stasko</surname>
<given-names>M. R.</given-names>
</name>
<name>
<surname>Bederman</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Costa</surname>
<given-names>A. C. S.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Novel DYRK1A Inhibitor Rescues Learning and Memory Deficits in a Mouse Model of Down Syndrome</article-title>. <source>Pharmaceuticals</source> <volume>14</volume>. <pub-id pub-id-type="doi">10.3390/ph14111170</pub-id> </citation>
</ref>
<ref id="B113">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sterniczuk</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Dyck</surname>
<given-names>R. H.</given-names>
</name>
<name>
<surname>Laferla</surname>
<given-names>F. M.</given-names>
</name>
<name>
<surname>Antle</surname>
<given-names>M. C.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Characterization of the 3xTg-AD Mouse Model of Alzheimer&#x27;s Disease: Part 1. Circadian Changes</article-title>. <source>Brain Res.</source> <volume>1348</volume>, <fpage>139</fpage>&#x2013;<lpage>148</lpage>. <pub-id pub-id-type="doi">10.1016/j.brainres.2010.05.013</pub-id> </citation>
</ref>
<ref id="B114">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Stevanovic</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Yunus</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Joly-Amado</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Gordon</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Morgan</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Gulick</surname>
<given-names>D.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>Disruption of Normal Circadian Clock Function in a Mouse Model of Tauopathy</article-title>. <source>Exp. Neurol.</source> <volume>294</volume>, <fpage>58</fpage>&#x2013;<lpage>67</lpage>. <pub-id pub-id-type="doi">10.1016/j.expneurol.2017.04.015</pub-id> </citation>
</ref>
<ref id="B115">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sun</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>A. Q.</given-names>
</name>
<name>
<surname>Giraud</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Poppinga</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Riemensperger</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Fiala</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Neural Control of Startle-Induced Locomotion by the Mushroom Bodies and Associated Neurons in Drosophila</article-title>. <source>Front. Syst. Neurosci.</source> <volume>12</volume>, <fpage>6</fpage>. <pub-id pub-id-type="doi">10.3389/fnsys.2018.00006</pub-id> </citation>
</ref>
<ref id="B116">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tabuchi</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Lone</surname>
<given-names>S. R.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Spira</surname>
<given-names>A. P.</given-names>
</name>
<etal/>
</person-group> (<year>2015</year>). <article-title>Sleep Interacts with A&#x3b2; to Modulate Intrinsic Neuronal Excitability</article-title>. <source>Curr. Biol.</source> <volume>25</volume>, <fpage>702</fpage>&#x2013;<lpage>712</lpage>. <pub-id pub-id-type="doi">10.1016/j.cub.2015.01.016</pub-id> </citation>
</ref>
<ref id="B117">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tasman</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Hidalgo</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Rands</surname>
<given-names>S. A.</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Hodge</surname>
<given-names>J. J. L.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Neonicotinoids Disrupt Memory, Circadian Behaviour and Sleep</article-title>. <source>Sci. Rep. Accept.</source> </citation>
</ref>
<ref id="B118">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tejedor</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>X. R.</given-names>
</name>
<name>
<surname>Kaltenbach</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Ackermann</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Baumann</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Canal</surname>
<given-names>I.</given-names>
</name>
<etal/>
</person-group> (<year>1995</year>). <article-title>Minibrain: a New Protein Kinase Family Involved in Postembryonic Neurogenesis in Drosophila</article-title>. <source>Neuron</source> <volume>14</volume>, <fpage>287</fpage>&#x2013;<lpage>301</lpage>. <pub-id pub-id-type="doi">10.1016/0896-6273(95)90286-4</pub-id> </citation>
</ref>
<ref id="B119">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tenreiro</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Eckermann</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Outeiro</surname>
<given-names>T. F.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Protein Phosphorylation in Neurodegeneration: Friend or Foe?</article-title> <source>Front. Mol. Neurosci.</source> <volume>7</volume>, <fpage>42</fpage>. <pub-id pub-id-type="doi">10.3389/fnmol.2014.00042</pub-id> </citation>
</ref>
<ref id="B120">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Toral-Rios</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Pichardo-Rojas</surname>
<given-names>P. S.</given-names>
</name>
<name>
<surname>Alonso-Vanegas</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Campos-Pe&#xf1;a</surname>
<given-names>V.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>GSK3&#x3b2; and Tau Protein in Alzheimer&#x27;s Disease and Epilepsy</article-title>. <source>Front. Cell Neurosci.</source> <volume>14</volume>, <fpage>19</fpage>. <pub-id pub-id-type="doi">10.3389/fncel.2020.00019</pub-id> </citation>
</ref>
<ref id="B121">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Van Dam</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>De Deyn</surname>
<given-names>P. P.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Animal Models in the Drug Discovery Pipeline for Alzheimer&#x27;s Disease</article-title>. <source>Br. J. Pharmacol.</source> <volume>164</volume>, <fpage>1285</fpage>&#x2013;<lpage>1300</lpage>. <pub-id pub-id-type="doi">10.1111/j.1476-5381.2011.01299.x</pub-id> </citation>
</ref>
<ref id="B122">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vitiello</surname>
<given-names>M. V.</given-names>
</name>
<name>
<surname>Bliwise</surname>
<given-names>D. L.</given-names>
</name>
<name>
<surname>Prinz</surname>
<given-names>P. N.</given-names>
</name>
</person-group> (<year>1992</year>). <article-title>Sleep in Alzheimer&#x27;s Disease and the Sundown Syndrome</article-title>. <source>Neurology</source> <volume>42</volume>, <fpage>83</fpage>&#x2013;<lpage>84</lpage>. </citation>
</ref>
<ref id="B123">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vitiello</surname>
<given-names>M. V.</given-names>
</name>
<name>
<surname>Borson</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2001</year>). <article-title>Sleep Disturbances in Patients with Alzheimer&#x27;s Disease: Epidemiology, Pathophysiology and Treatment</article-title>. <source>CNS Drugs</source> <volume>15</volume>, <fpage>777</fpage>&#x2013;<lpage>796</lpage>. <pub-id pub-id-type="doi">10.2165/00023210-200115100-00004</pub-id> </citation>
</ref>
<ref id="B124">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Volicer</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Harper</surname>
<given-names>D. G.</given-names>
</name>
<name>
<surname>Manning</surname>
<given-names>B. C.</given-names>
</name>
<name>
<surname>Goldstein</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Satlin</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2001</year>). <article-title>Sundowning and Circadian Rhythms in Alzheimer&#x27;s Disease</article-title>. <source>Am. J. Psychiatry</source> <volume>158</volume>, <fpage>704</fpage>&#x2013;<lpage>711</lpage>. <pub-id pub-id-type="doi">10.1176/appi.ajp.158.5.704</pub-id> </citation>
</ref>
<ref id="B125">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>J. Z.</given-names>
</name>
<name>
<surname>Grundke-Iqbal</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Iqbal</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Kinases and Phosphatases and Tau Sites Involved in Alzheimer Neurofibrillary Degeneration</article-title>. <source>Eur. J. Neurosci.</source> <volume>25</volume>, <fpage>59</fpage>&#x2013;<lpage>68</lpage>. <pub-id pub-id-type="doi">10.1111/j.1460-9568.2006.05226.x</pub-id> </citation>
</ref>
<ref id="B126">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Mattson</surname>
<given-names>M. P.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>L-Type Ca2&#x2b; Currents at CA1 Synapses, but Not CA3 or Dentate Granule Neuron Synapses, Are Increased in 3xTgAD Mice in an Age-dependent Manner</article-title>. <source>Neurobiol. Aging</source> <volume>35</volume>, <fpage>88</fpage>&#x2013;<lpage>95</lpage>. <pub-id pub-id-type="doi">10.1016/j.neurobiolaging.2013.07.007</pub-id> </citation>
</ref>
<ref id="B127">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>Y. Y.</given-names>
</name>
<name>
<surname>Ma</surname>
<given-names>W. W.</given-names>
</name>
<name>
<surname>Peng</surname>
<given-names>I. F.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Screening of Sleep Assisting Drug Candidates with a Drosophila Model</article-title>. <source>PloS one</source> <volume>15</volume>, <fpage>e0236318</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0236318</pub-id> </citation>
</ref>
<ref id="B128">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Watson-Scales</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Kalmar</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Lana-Elola</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Gibbins</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>La Russa</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Wiseman</surname>
<given-names>F.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Analysis of Motor Dysfunction in Down Syndrome Reveals Motor Neuron Degeneration</article-title>. <source>PLoS Genet.</source> <volume>14</volume>, <fpage>e1007383</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pgen.1007383</pub-id> </citation>
</ref>
<ref id="B129">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wegiel</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Dowjat</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Kaczmarski</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Kuchna</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Nowicki</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Frackowiak</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2008</year>). <article-title>The Role of Overexpressed DYRK1A Protein in the Early Onset of Neurofibrillary Degeneration in Down Syndrome</article-title>. <source>Acta Neuropathol.</source> <volume>116</volume>, <fpage>391</fpage>&#x2013;<lpage>407</lpage>. <pub-id pub-id-type="doi">10.1007/s00401-008-0419-6</pub-id> </citation>
</ref>
<ref id="B130">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wegiel</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Kaczmarski</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Barua</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Kuchna</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Nowicki</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>K. C.</given-names>
</name>
<etal/>
</person-group> (<year>2011</year>). <article-title>Link between DYRK1A Overexpression and Several-fold Enhancement of Neurofibrillary Degeneration with 3-repeat Tau Protein in Down Syndrome</article-title>. <source>J. Neuropathol. Exp. Neurol.</source> <volume>70</volume>, <fpage>36</fpage>&#x2013;<lpage>50</lpage>. <pub-id pub-id-type="doi">10.1097/NEN.0b013e318202bfa1</pub-id> </citation>
</ref>
<ref id="B131">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wiseman</surname>
<given-names>F. K.</given-names>
</name>
<name>
<surname>Al-Janabi</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Hardy</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Karmiloff-Smith</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Nizetic</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Tybulewicz</surname>
<given-names>V. L.</given-names>
</name>
<etal/>
</person-group> (<year>2015</year>). <article-title>A Genetic Cause of Alzheimer Disease: Mechanistic Insights from Down Syndrome</article-title>. <source>Nat. Rev. Neurosci.</source> <volume>16</volume>, <fpage>564</fpage>&#x2013;<lpage>574</lpage>. <pub-id pub-id-type="doi">10.1038/nrn3983</pub-id> </citation>
</ref>
<ref id="B132">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wiseman</surname>
<given-names>F. K.</given-names>
</name>
<name>
<surname>Pulford</surname>
<given-names>L. J.</given-names>
</name>
<name>
<surname>Barkus</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Liao</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Portelius</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Webb</surname>
<given-names>R.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Trisomy of Human Chromosome 21 Enhances Amyloid-&#x3b2; Deposition Independently of an Extra Copy of APP</article-title>. <source>Brain</source> <volume>141</volume>, <fpage>2457</fpage>&#x2013;<lpage>2474</lpage>. <pub-id pub-id-type="doi">10.1093/brain/awy159</pub-id> </citation>
</ref>
<ref id="B133">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wittmann</surname>
<given-names>C. W.</given-names>
</name>
<name>
<surname>Wszolek</surname>
<given-names>M. F.</given-names>
</name>
<name>
<surname>Shulman</surname>
<given-names>J. M.</given-names>
</name>
<name>
<surname>Salvaterra</surname>
<given-names>P. M.</given-names>
</name>
<name>
<surname>Lewis</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Hutton</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2001</year>). <article-title>Tauopathy in Drosophila: Neurodegeneration without Neurofibrillary Tangles</article-title>. <source>Science</source> <volume>293</volume>, <fpage>711</fpage>&#x2013;<lpage>714</lpage>. <pub-id pub-id-type="doi">10.1126/science.1062382</pub-id> </citation>
</ref>
<ref id="B134">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Woods</surname>
<given-names>Y. L.</given-names>
</name>
<name>
<surname>Cohen</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Becker</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Jakes</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Goedert</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>X.</given-names>
</name>
<etal/>
</person-group> (<year>2001</year>). <article-title>The Kinase DYRK Phosphorylates Protein-Synthesis Initiation Factor eIF2Bepsilon at Ser539 and the Microtubule-Associated Protein Tau at Thr212: Potential Role for DYRK as a Glycogen Synthase Kinase 3-priming Kinase</article-title>. <source>Biochem. J.</source> <volume>355</volume>, <fpage>609</fpage>&#x2013;<lpage>615</lpage>. <pub-id pub-id-type="doi">10.1042/bj3550609</pub-id> </citation>
</ref>
<ref id="B135">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zerbino</surname>
<given-names>D. R.</given-names>
</name>
<name>
<surname>Achuthan</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Akanni</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Amode</surname>
<given-names>M. R.</given-names>
</name>
<name>
<surname>Barrell</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Bhai</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Ensembl 2018</article-title>. <source>Nucleic Acids Res.</source> <volume>46</volume>, <fpage>D754</fpage>&#x2013;<lpage>D761</lpage>. <pub-id pub-id-type="doi">10.1093/nar/gkx1098</pub-id> </citation>
</ref>
<ref id="B136">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zigman</surname>
<given-names>W. B.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Atypical Aging in Down Syndrome</article-title>. <source>Dev. Disabil. Res. Rev.</source> <volume>18</volume>, <fpage>51</fpage>&#x2013;<lpage>67</lpage>. <pub-id pub-id-type="doi">10.1002/ddrr.1128</pub-id> </citation>
</ref>
</ref-list>
</back>
</article>