<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Aging Neurosci.</journal-id>
<journal-title>Frontiers in Aging Neuroscience</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Aging Neurosci.</abbrev-journal-title>
<issn pub-type="epub">1663-4365</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnagi.2016.00316</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neuroscience</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Blood Beta-Amyloid and Tau in Down Syndrome: A Comparison with Alzheimer&#x02019;s Disease</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Lee</surname> <given-names>Ni-Chung</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Yang</surname> <given-names>Shieh-Yueh</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Chieh</surname> <given-names>Jen-Jie</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Huang</surname> <given-names>Po-Tsang</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/387260/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Chang</surname> <given-names>Lih-Maan</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Chiu</surname> <given-names>Yen-Nan</given-names></name>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/400361/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Huang</surname> <given-names>Ai-Chiu</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Chien</surname> <given-names>Yin-Hsiu</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Hwu</surname> <given-names>Wuh-Liang</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Chiu</surname> <given-names>Ming-Jang</given-names></name>
<xref ref-type="aff" rid="aff7"><sup>7</sup></xref>
<xref ref-type="aff" rid="aff8"><sup>8</sup></xref>
<xref ref-type="aff" rid="aff9"><sup>9</sup></xref>
<xref ref-type="aff" rid="aff10"><sup>10</sup></xref>
<xref ref-type="author-notes" rid="fn011"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/135227/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Pediatrics, National Taiwan University Hospital, College of Medicine, National Taiwan University</institution> <country>Taipei, Taiwan</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Medical Genetics, National Taiwan University Hospital, College of Medicine, National Taiwan University</institution> <country>Taipei, Taiwan</country></aff>
<aff id="aff3"><sup>3</sup><institution>MagQu Co., Ltd.,</institution> <country>New Taipei City, Taiwan</country></aff>
<aff id="aff4"><sup>4</sup><institution>Institute of Electro-Optical Science and Technology, National Taiwan Normal University</institution> <country>Taipei, Taiwan</country></aff>
<aff id="aff5"><sup>5</sup><institution>Department of Clinical Psychology Center, National Taiwan University Hospital, College of Medicine, National Taiwan University</institution> <country>Taipei, Taiwan</country></aff>
<aff id="aff6"><sup>6</sup><institution>Department of Psychiatry, National Taiwan University Hospital, College of Medicine, National Taiwan University</institution> <country>Taipei, Taiwan</country></aff>
<aff id="aff7"><sup>7</sup><institution>Department of Neurology, National Taiwan University Hospital, College of Medicine, National Taiwan University</institution> <country>Taipei, Taiwan</country></aff>
<aff id="aff8"><sup>8</sup><institution>Graduate Institute of Brain and Mind Sciences, College of Medicine, National Taiwan University</institution> <country>Taipei, Taiwan</country></aff>
<aff id="aff9"><sup>9</sup><institution>Department of Psychology, National Taiwan University</institution> <country>Taipei, Taiwan</country></aff>
<aff id="aff10"><sup>10</sup><institution>Graduate Institute of Biomedical Engineering and Bioinformatics, National Taiwan University</institution> <country>Taipei, Taiwan</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Changiz Geula, Northwestern University, USA</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Ramesh Kandimalla, Texas Tech University, USA; Ahmad Salehi, Stanford University, USA</p></fn>
<fn fn-type="corresp" id="fn011"><p>&#x0002A;Correspondence: Ming-Jang Chiu <email>mjchiu&#x00040;ntu.edu.tw</email></p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>17</day>
<month>01</month>
<year>2017</year>
</pub-date>
<pub-date pub-type="collection">
<year>2016</year>
</pub-date>
<volume>8</volume>
<elocation-id>316</elocation-id>
<history>
<date date-type="received">
<day>15</day>
<month>09</month>
<year>2016</year>
</date>
<date date-type="accepted">
<day>08</day>
<month>12</month>
<year>2016</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2017 Lee, Yang, Chieh, Huang, Chang, Chiu, Huang, Chien, Hwu and Chiu.</copyright-statement>
<copyright-year>2017</copyright-year>
<copyright-holder>Lee, Yang, Chieh, Huang, Chang, Chiu, Huang, Chien, Hwu and Chiu</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 and reproduction in other forums is permitted, provided the original author(s) or licensor 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><bold>Background</bold>: Changes in &#x003B2;-amyloids (A&#x003B2;) and tau proteins have been noted in patients with Alzheimer&#x02019;s disease (AD) and patients with both Down syndrome (DS) and AD. However, reports of changes in the early stage of regression, such as behavioral and psychological symptoms of dementia (BPSD), in DS are sparse.</p>
<p><bold>Methods</bold>: Seventy-eight controls, 62 patients with AD, 35 with DS and 16 with DS with degeneration (DS_D), including 9 with BPSD and 7 with dementia, were enrolled. The levels of &#x003B2;-amyloids 40 and 42 (A&#x003B2;-40, A&#x003B2;-42) and tau protein in the blood were analyzed using immunomagnetic reduction (IMR). The Adaptive Behavior Dementia Questionnaire (ABDQ) was used to evaluate the clinical status of the degeneration.</p>
<p><bold>Results</bold>: The A&#x003B2;-40 and tau levels were higher and the A&#x003B2;-42 level and A&#x003B2;-42/A&#x003B2;-40 ratio were lower in DS than in the controls (all <italic>p</italic> &#x0003C; 0.001). Decreased A&#x003B2;-40 and increased A&#x003B2;-42 levels and A&#x003B2;-42/40 ratios were observed in DS_D compared with DS without degeneration (all <italic>p</italic> &#x0003C; 0.001). The ABDQ score was negatively correlated with the A&#x003B2;-40 level (<italic>&#x003C1;</italic> = &#x02212;0.556) and the tau protein level (<italic>&#x003C1;</italic> = &#x02212;0.410) and positively associated with the A&#x003B2;-42 level (<italic>&#x003C1;</italic> = 0.621) and the A&#x003B2;-42/40 ratio (<italic>&#x003C1;</italic> = 0.544; all <italic>p</italic> &#x0003C; 0.05).</p>
<p><bold>Conclusions</bold>: The A&#x003B2;-40 and A&#x003B2;-42 levels and the A&#x003B2;-42/A&#x003B2;-40 ratio are considered possible biomarkers for the early detection of degeneration in DS. The elevated A&#x003B2;-40 and tau levels in DS may indicate early neurodegeneration. The increased A&#x003B2;-42 in DS_D may reflect the neurotoxicity of A&#x003B2;-42. The paradox of the tau decreases in DS_D could be explained by a burnout phenomenon during long-term neurodegeneration. The different patterns of the plasma beta amyloids and tau protein may imply a different pathogenesis between DS with degeneration and AD in the general population, in spite of their common key pathological features.</p>
</abstract>
<kwd-group>
<kwd>&#x003B2;-amyloids</kwd>
<kwd>Down syndrome</kwd>
<kwd>behavioral and psychological symptoms of dementia</kwd>
<kwd>Alzheimer&#x02019;s disease</kwd>
<kwd>dementia</kwd>
<kwd>tau protein</kwd>
</kwd-group>
<contract-num rid="cn001">102-2314-B-002-085</contract-num>
<contract-num rid="cn001">104-2745-B-003-002</contract-num>
<contract-num rid="cn001">102-2923-B-002 -007 -MY3</contract-num>
<contract-sponsor id="cn001">Ministry of Science and Technology, Taiwan<named-content content-type="fundref-id">10.13039/501100004663</named-content></contract-sponsor>
<counts>
<fig-count count="4"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="30"/>
<page-count count="8"/>
<word-count count="5542"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="introduction" id="s1">
<title>Introduction</title>
<p>Down syndrome (DS), or trisomy 21, is the most common aneuploidy associated with mental retardation, with an incidence of approximately 1 in 800 (Lin et al., <xref ref-type="bibr" rid="B16">1991</xref>; Nussbaum et al., <xref ref-type="bibr" rid="B25">2001</xref>; Centers for Disease Control and Prevention (CDC), <xref ref-type="bibr" rid="B2">2006</xref>). In addition to characteristic facial features, hypotonia, congenital heart disease, gastrointestinal anomalies and learning disabilities, people with DS over 35 years old often suffer from a general acceleration of the aging process, including premature menopause, presbycusis, alopecia, premature graying of the hair, dementia, congestive heart failure, atherosclerosis, diabetes, hypercholesterolemia and hypertension. The close link between the DS phenotype and an increased risk of developing dementia has been addressed previously (Bush and Beail, <xref ref-type="bibr" rid="B1">2004</xref>). The incidence of dementia among DS patients is 8% in the age range of 35&#x02013;49 years, 55% in the age range 50&#x02013;59 years and 75% above the age of 60 years (Zana et al., <xref ref-type="bibr" rid="B28">2007</xref>). Owing to the extra copy of chromosome 21, several of the 500 genes on chromosome 21 are overexpressed (Mao et al., <xref ref-type="bibr" rid="B17">2005</xref>), including the <italic>APP</italic> gene, which encodes the amyloid beta (A4) precursor protein (APP).</p>
<p>APP is a membranous protein cleaved by different secretases to form smaller fragments (peptides), some of which are released outside the cells (Zheng and Koo, <xref ref-type="bibr" rid="B29">2011</xref>; Kandimalla et al., <xref ref-type="bibr" rid="B14">2012</xref>). A&#x003B2;-40 and A&#x003B2;-42 constitute the majority of the released amyloid beta peptides and are produced through a combination of sequential &#x003B2; and &#x003B3; secretase activities (Selkoe, <xref ref-type="bibr" rid="B23">1994</xref>). Thus, the presence of an extra copy of the<italic> APP</italic> gene leads to the overproduction of A&#x003B2; peptides in the brain and peripheral blood in DS (Granic et al., <xref ref-type="bibr" rid="B8">2010</xref>). In Alzheimer&#x02019;s disease (AD), elevations of A&#x003B2;-42 and tau are observed, and increased A&#x003B2;-40 in the plasma has been described as one of the biomarkers for AD. In DS, the amyloid plasma levels of A&#x003B2;-40 and A&#x003B2;-42 are higher than those of age-matched controls (Coppus et al., <xref ref-type="bibr" rid="B6">2012</xref>). A higher A&#x003B2;-42 level was proposed to be related to the earlier onset of dementia and mortality, although other studies suggested that a higher A&#x003B2;-40 level at baseline predicted the development of dementia. Although the findings are not consistent between studies, they still highlight the importance of A&#x003B2;-40 and A&#x003B2;-42 in the pathogenesis of dementia in people with DS (Head et al., <xref ref-type="bibr" rid="B11">2016</xref>).</p>
<p>While the deposition of amyloid beta (A&#x003B2;) plaques has been observed in young DS individuals, senile plaques and neurofibrillary tangles, the pathological hallmarks of AD, are usually present in DS individuals by the age of 40 (Krasuski et al., <xref ref-type="bibr" rid="B15">2002</xref>; Zana et al., <xref ref-type="bibr" rid="B28">2007</xref>). It has been well documented that the total tau and phosphorylated tau (p-tau 181 and p-tau 231) in the cerebrospinal fluid (CSF) are the main biomarkers for monitoring cortical axonal degeneration in AD (Hampel et al., <xref ref-type="bibr" rid="B9">2010</xref>; Kandimalla et al., <xref ref-type="bibr" rid="B13">2013</xref>; Head et al., <xref ref-type="bibr" rid="B11">2016</xref>). Recently, the concentration of degradation fragments of tau (Tau-A/Tau-C) in the blood was found to be related to the change in cognitive function in early AD patients. In DS with dementia, decreased CSF A&#x003B2;-42 and increased tau have been observed (Tapiola et al., <xref ref-type="bibr" rid="B24">2001</xref>).</p>
<p>Recently, the behavioral and psychological symptoms of dementia (BPSD) in DS have been considered as early indicators of clinical dementia (Dekker et al., <xref ref-type="bibr" rid="B7">2015</xref>). However, the diagnosis of BPSD is challenging in DS because of the underlying intellectual disabilities, and the assessment of BPSD in DS has not been well studied (Dekker et al., <xref ref-type="bibr" rid="B7">2015</xref>; Prasher et al., <xref ref-type="bibr" rid="B20">2015</xref>). We have developed a new technology called immunomagnetic reduction (IMR), which is capable of assaying molecules at very low concentrations (Yang et al., <xref ref-type="bibr" rid="B26">2011</xref>; Chiu et al., <xref ref-type="bibr" rid="B4">2012</xref>, <xref ref-type="bibr" rid="B5">2013</xref>, <xref ref-type="bibr" rid="B3">2014</xref>). IMR measures the reduction in the alternating-current magnetic susceptibility of suspended bio-magnetic nanoparticles owing to the immunospecific conjugation between the nanoparticles and A&#x003B2; peptides and tau proteins. The A&#x003B2;-42 to A&#x003B2;-40 concentration ratio and the tau levels in the blood are promising parameters or surrogate biomarkers for evaluating the risk of AD in the general population (Chiu et al., <xref ref-type="bibr" rid="B4">2012</xref>, <xref ref-type="bibr" rid="B3">2014</xref>). In this study, ultra-sensitive IMR was used to assay the plasma A&#x003B2;-40, A&#x003B2;-42 and tau levels in DS patients. This assay should help us delineate the abnormal concentrations of A&#x003B2;-40, A&#x003B2;-42 and tau in the blood, which should facilitate the diagnosis of BPSD and dementia in DS. We sought to evaluate the blood amyloid peptides and tau protein in subjects with DS and DS with degeneration (both BPSD and dementia) and to compare these patients with the subjects with AD. The purposes of this study were to explore the changes in blood amyloid and tau in DS and to detect the early deterioration in DS, which could be suggestive of the pathological changes of AD.</p>
</sec>
<sec sec-type="materials and methods" id="s2">
<title>Materials and Methods</title>
<sec id="s2-1">
<title>Participants</title>
<p>This study was approved by the Research Ethics Committee of National Taiwan University Hospital (No. IRB No. 201304054RIND, and 201008015R). DS patients who, along with their guardians, agreed to participate were enrolled. Informed consent was signed by the participants and/or their proxy prior to study inclusion in accordance with the Declaration of Helsinki. Participants with DS (<italic>n</italic> = 51) were recruited from the Taiwan DS Foundation and the outpatient clinic of the National Taiwan University Hospital from August 2010 to December 2015. The diagnosis of DS was made by karyotype analysis when patients were born with typical clinical presentations. The mean age of blood sampling was 29.0 &#x000B1; 10.6 years (range 13&#x02013;52 years). The subjects were asked to provide a 10-ml venous blood sample. Each sample was assigned a registration number following the sampling sequence so that the laboratory operators were blind to the clinical status and the demographic data of the subjects. The blood samples were centrifuged (2500&#x000D7; g for 15 min) within 1 h of collection, and the supernatant was aliquoted into cryotubes and stored at &#x02212;80&#x000B0;C until thawed for measurement.</p>
<p>We also included 78 healthy controls (HC) and 62 patients with AD for comparison. In these groups, the assessments performed in this study included determining the clinical dementia rating (CDR) score and the score on the short-form geriatric depression scale (GDS-S); additionally, the Taiwanese mental status examination (TMSE) and two subtests of the Wechsler memory scale (WMS)-III logical memory subtest and family picture subtest were performed (Hua et al., <xref ref-type="bibr" rid="B100">2005</xref>). For the HCs, the cognitive assessments of the participants had to be within normal limits (scores higher than 1.5 standard deviation) of age- and education-matched normal subjects and CDR = 0. For the patients with AD, they must meet the diagnostic guidelines for dementia due to AD proposed by the NIA-AA workgroups in 2011 (Jack et al., <xref ref-type="bibr" rid="B12">2011</xref>; McKhann et al., <xref ref-type="bibr" rid="B18">2011</xref>).</p>
</sec>
<sec id="s2-2">
<title>Clinical Assessment for Regression</title>
<p>The Adaptive Behavior Dementia Questionnaire (ABDQ) was used to evaluate the status of regression of the DS participants (Prasher et al., <xref ref-type="bibr" rid="B19">2004</xref>). The diagnosis of BPSD was made if the patient had the clinical presentation of apathy, agitation, hyperactivity and/or general slowness, depression and psychotic symptoms (Dekker et al., <xref ref-type="bibr" rid="B7">2015</xref>). Dementia was diagnosed by an ABDQ score higher than 78 or by a clinical AD diagnosis according to the degree of cognitive and functional decline; the clinical diagnosis was performed by an adult neurologist (MJC) who is an expert in the diagnosis and management of dementia. DS patients were subgrouped into degeneration (DS_D) if they were diagnosed as having BPSD or dementia. The CDR was used to score non-DS populations for AD as a comparison.</p>
</sec>
<sec id="s2-3">
<title>Immunomagnetic Reduction Assay</title>
<p>A&#x003B2;-40, A&#x003B2;-42 and tau were assayed by IMR with a high-temperature superconducting quantum interference device (SQUID) magnetometer, as previously reported. In brief, 3 reagents (MF-AB0-0060, MF-AB2-0060 and MF-TAU-0060, MagQu, New Taipei City, Taiwan) were used to assay the biomarkers A&#x003B2;-40, A&#x003B2;-42 and tau, respectively. These reagents were then mixed with individual samples. Each mixture was placed in a SQUID-based alternating-current (ac) magnetic susceptometer (XacPro-S, MagQu, Taiwan), and the IMR signals from these samples were detected and converted to the concentrations of A&#x003B2;-40, A&#x003B2;-42 and tau using the characteristic curves. For detailed procedures and technical information, please refer to our previous reports.</p>
</sec>
<sec id="s2-4">
<title>Statistical Analysis</title>
<p>Data were expressed as the mean &#x000B1; standard deviation. The Mann-Whitney U test was used. Spearman&#x02019;s rank correlation coefficient was used to determine the correlations between the ABDQ score and the A&#x003B2;-42/A&#x003B2;-40 ratio and A&#x003B2;-40, A&#x003B2;-42 and tau levels. <italic>P</italic> &#x0003C; 0.05 was considered statistically significant. SPSS (SPSS, Inc., 2008, SPSS Statistics for Windows, Version 17.0. Chicago, IL, USA) was used to conduct receiver operating characteristic (ROC) curve analysis. The optimal threshold for the ROC curve was determined by Youden&#x02019;s index using the maximum summation of the sensitivity plus specificity with respect to DS without degeneration as a control (Youden, <xref ref-type="bibr" rid="B27">1950</xref>).</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec id="s3-1">
<title>Elevation of Baseline A&#x003B2;-40 Levels in DS Patients Compared to Normal Subjects</title>
<p>The demographic data of the participants are listed in Table <xref ref-type="table" rid="T1">1</xref>. We first divided the HC into younger and older groups. Because the biomarker levels did not show significant differences, we combined them into one group (HC). The A&#x003B2;-40 level was higher in DS patients than in healthy subjects (both younger and older groups), (Table <xref ref-type="table" rid="T1">1</xref>, Figure <xref ref-type="fig" rid="F1">1A</xref>; <italic>p</italic> &#x0003C; 0.001). However, the A&#x003B2;-42 level and the A&#x003B2;-42/A&#x003B2;-40 ratio were lower in the DS patients than in the HC (Figures <xref ref-type="fig" rid="F1">1B,C</xref>; both <italic>p</italic> &#x0003C; 0.001). Compared to the HC, individuals with non-DS AD had a lower A&#x003B2;-40 level and a higher A&#x003B2;-42 level and A&#x003B2;-42/A&#x003B2;-40 ratio (<italic>p</italic> &#x0003C; 0.01, <italic>p</italic> = 0.01 and <italic>p</italic> &#x0003C; 0.01, respectively). This pattern was also observed in DS subjects. Compared to those with DS without degeneration, the patients with DS with degeneration (DS_D; BPSD and dementia) had a lower A&#x003B2;-40 level and a higher A&#x003B2;-42 level and A&#x003B2;-42/A&#x003B2;-40 ratio (all <italic>p</italic> &#x0003C; 0.001).</p>
<table-wrap id="T1" position="float">
<label>Table 1</label>
<caption><p><bold>Demographic and biomarker data of the participants</bold>.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left">Group</th>
<th align="center">HC_Y</th>
<th align="center">HC_E</th>
<th align="center">AD</th>
<th align="center">DS</th>
<th align="center">DS_D</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Number</td>
<td align="center">44</td>
<td align="center">34</td>
<td align="center">62</td>
<td align="center">35</td>
<td align="center">16</td>
</tr>
<tr>
<td align="left">Female/Male</td>
<td align="center">14/30</td>
<td align="center">20/14</td>
<td align="center">32/29</td>
<td align="center">16/19</td>
<td align="center">6/10</td>
</tr>
<tr>
<td align="left">Age (years)</td>
<td align="center">38.4 &#x000B1; 13.5</td>
<td align="center">70.3 &#x000B1; 5.8</td>
<td align="center">72.1 &#x000B1; 11.1</td>
<td align="center">25.6 &#x000B1; 9.3</td>
<td align="center">35.4 &#x000B1; 10.7</td>
</tr>
<tr>
<td align="left">(range)</td>
<td align="center">(23&#x02013;59)</td>
<td align="center">(61&#x02013;81)</td>
<td align="center">(42&#x02013;93)</td>
<td align="center">(13&#x02013;51)</td>
<td align="center">(20&#x02013;52)</td>
</tr>
<tr>
<td align="left">ABDQ<sub>DS</sub></td>
<td align="center">&#x02212;</td>
<td align="center">&#x02212;</td>
<td align="center">&#x02212;</td>
<td align="center">25.4 &#x000B1; 13.8</td>
<td align="center">58.8 &#x000B1; 20.8</td>
</tr>
<tr>
<td align="left">CDR<sub>AD (n)</sub></td>
<td align="center">0</td>
<td align="center">0</td>
<td align="center">31/19/9/3</td>
<td align="center">&#x02212;</td>
<td align="center">&#x02212;</td>
</tr>
<tr>
<td align="left">A&#x003B2;-40 (pg/ml)</td>
<td align="center">61.1 &#x000B1; 6.3</td>
<td align="center">60.7 &#x000B1; 6.9</td>
<td align="center">43.9 &#x000B1; 22.1</td>
<td align="center">129.0 &#x000B1; 31.8</td>
<td align="center">69.5 &#x000B1; 31.5</td>
</tr>
<tr>
<td align="left">A&#x003B2;-42 (pg/ml)</td>
<td align="center">15.8 &#x000B1; 0.3</td>
<td align="center">16.0 &#x000B1; 0.5</td>
<td align="center">23.2 &#x000B1; 18.4</td>
<td align="center">11.3 &#x000B1; 1.1</td>
<td align="center">20.1 &#x000B1; 13.2</td>
</tr>
<tr>
<td align="left">A&#x003B2;-42/A&#x003B2;-40</td>
<td align="center">0.26 &#x000B1; 0.03</td>
<td align="center">0.27 &#x000B1; 0.04</td>
<td align="center">0.55 &#x000B1; 0.23</td>
<td align="center">0.10 &#x000B1; 0.04</td>
<td align="center">0.39 &#x000B1; 0.38</td>
</tr>
<tr>
<td align="left">Tau (pg/ml)</td>
<td align="center">14.9 &#x000B1; 5.5</td>
<td align="center">15.0 &#x000B1; 7.3</td>
<td align="center">47.5 &#x000B1; 18.9</td>
<td align="center">31.5 &#x000B1; 8.0</td>
<td align="center">26.3 &#x000B1; 17.3</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>HC-Y, young healthy controls; HC-E, older healthy controls; DS, Down syndrome; AD, Alzheimer&#x02019;s disease; DS_D, DS with degeneration (behavioral and psychological symptoms of dementia (BPSD) or dementia); ABDQ, Adaptive Behavior Dementia Questionnaire; CDR, clinical dementia rating 0.5/1/2/3</italic>.</p>
</table-wrap-foot>
</table-wrap>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p><bold>&#x003B2;-amyloids 40 (A&#x003B2;-40; A&#x003C6;<sub>A&#x003B2;40</sub>) and A&#x003B2;-42 (A&#x003C6;<sub>A&#x003B2;42</sub>) levels and the A&#x003B2;-42/A&#x003B2;-40 (A&#x003C6;<sub>A&#x003B2;42</sub>/A&#x003C6;<sub>A&#x003B2;40</sub>) ratio in healthy controls (HC, combining the younger and older groups) and in patients with Alzheimer&#x02019;s disease (AD), Down syndrome (DS) and DS with degeneration (DS_D; behavioral and psychological symptoms of dementia (BPSD) and dementia)</bold>. <bold>(A)</bold> For A&#x003B2;-40, <italic>p</italic> &#x0003C; 0.001 between HC and AD; <italic>p</italic> &#x0003C; 0.001 between HC and DS; <italic>p</italic> &#x0003C; 0.001 between AD and DS; <italic>p</italic> = 0.497 between HC and DS_D; <italic>p</italic> &#x0003C; 0.001 between AD and DS_D; and <italic>p</italic> &#x0003C; 0.001 between DS and DS_D. <bold>(B)</bold> For A&#x003B2;-42, <italic>p</italic> &#x0003C; 0.001 between HC and AD; <italic>p</italic> &#x0003C; 0.001 between HC and DS; <italic>p</italic> &#x0003C; 0.001 between AD and DS; <italic>p</italic> = 0.070 between HC and DS_D; <italic>p</italic> = 0.001 between AD and DS_D; and <italic>p</italic> &#x0003C; 0.001 between DS and DS_D. <bold>(C)</bold> For A&#x003B2;-42/A&#x003B2;-40, <italic>p</italic> &#x0003C; 0.001 between HC and AD; <italic>p</italic> &#x0003C; 0.001 between HC and DS; <italic>p</italic> &#x0003C; 0.001 between AD and DS_D; <italic>p</italic> = 0.888 between HC and DS_D; <italic>p</italic> &#x0003C; 0.001 between AD and DS; and <italic>p</italic> &#x0003C; 0.001 between DS and DS_D. **<italic>p</italic> &#x0003C; 0.01; ***<italic>p</italic> &#x0003C; 0.001.</p></caption>
<graphic xlink:href="fnagi-08-00316-g0001.tif"/>
</fig>
</sec>
<sec id="s3-2">
<title>Correlation Between ABDQ Score and A&#x003B2; Results</title>
<p>ABDQ has been used as a screening tool for dementia in DS. In our subjects with DS, there were significant differences in the ABDQ score between subjects with and without degeneration (BPSD and dementia; Table <xref ref-type="table" rid="T1">1</xref>; 60.6 &#x000B1; 19.8 vs. 25.4 &#x000B1; 13.8; <italic>p</italic> &#x0003C; 0.001). No significant difference was found in the ABDQ scores between patients with DS with dementia and those with DS with BPSD (71.8 &#x000B1; 24.3 vs. 52.1 &#x000B1; 10.9; <italic>p</italic> = 0.080). We found a significant negative correlation between the A&#x003B2;-40 level and ABDQ score (<italic>&#x003C1;</italic> = &#x02212;0.556; <italic>p</italic> &#x0003C; 0.001) and positive associations between the A&#x003B2;-42 level (<italic>&#x003C1;</italic> = 0.621), the A&#x003B2;-42/A&#x003B2;-40 ratio (<italic>&#x003C1;</italic> = 0.544) and the ABDQ score (both <italic>p</italic> &#x0003C; 0.001; Figure <xref ref-type="fig" rid="F2">2</xref>).</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p><bold>Correlation of the Adaptive Behavior Dementia Questionnaire (ABDQ) score with the A&#x003B2;-40 (A&#x003C6;<sub>A&#x003B2;40</sub>) and A&#x003B2;-42 (A&#x003C6;<sub>A&#x003B2;42</sub>) levels and the A&#x003B2;-42/A&#x003B2;-40 (A&#x003C6;<sub>A&#x003B2;42</sub>/A&#x003C6;<sub>A&#x003B2;40</sub>) ratio in DS patients (combined DS and DS_D groups)</bold>. A significant negative correlation between <bold>(A)</bold> the A&#x003B2;-40 level and ABDQ score (<italic>&#x003C1;</italic> = &#x02212;0.556; <italic>p</italic> &#x0003C; 0.001) and <bold>(B)</bold> positive associations between the ABDQ score and the A&#x003B2;-42 level (<italic>&#x003C1;</italic> =0.621; <italic>p</italic> &#x0003C; 0.001) and <bold>(C)</bold> A&#x003B2;-42/A&#x003B2;-40 ratio (<italic>&#x003C1;</italic> = 0.544; <italic>p</italic> &#x0003C; 0.001) were noted.</p></caption>
<graphic xlink:href="fnagi-08-00316-g0002.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>Prediction of Degeneration Using Amyloid</title>
<p>To characterize the diagnostic possibilities, we performed ROC curve analysis to compare the patients with DS and those with DS_D (Figure <xref ref-type="fig" rid="F3">3</xref>). The areas under the curve (AUCs) of the A&#x003B2;-40 and A&#x003B2;-42 levels and the A&#x003B2;-42/A&#x003B2;-40 ratio were 0.900, 0.937 and 0.902, respectively. The sensitivity and specificity in differentiating DS from DS_D were 81.3% and 94.3%, respectively, using A&#x003B2;-40, with a threshold of 92.2 pg/ml (Figures <xref ref-type="fig" rid="F3">3A,B</xref>); 87.5% and 94.3%, respectively, using A&#x003B2;-42, with a threshold of 12.36 pg/ml (Figures <xref ref-type="fig" rid="F3">3C,D</xref>); and 81.3% and 91.4%, respectively, using the A&#x003B2;-42/A&#x003B2;-40 ratio, with a threshold of 0.13 (Figures <xref ref-type="fig" rid="F3">3E,F</xref>).</p>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p><bold>Receiver operating characteristic (ROC) curve of A&#x003B2;-40, A&#x003B2;-42 and A&#x003B2;-42/A&#x003B2;-40 for the differential diagnosis of DS without (DS) and with degeneration (DS_D). (A)</bold> ROC curve of A&#x003B2;-40. <bold>(B)</bold> Concentration of A&#x003B2;-40 for the differential diagnosis between DS and DS_D. <bold>(C)</bold> ROC curve of A&#x003B2;-42. <bold>(D)</bold> Concentration of A&#x003B2;-42 for the differential diagnosis between DS and DS_D. <bold>(E)</bold> ROC curve of A&#x003B2;-42/A&#x003B2;-40. <bold>(F)</bold> Concentration of A&#x003B2;-42 for the differential diagnosis between DS and DS_D.</p></caption>
<graphic xlink:href="fnagi-08-00316-g0003.tif"/>
</fig>
</sec>
<sec id="s3-4">
<title>Elevation of Baseline Tau Levels in DS Patients Compared to Normal Subjects</title>
<p>We also determined the tau concentration in 21 DS participants, including 9 with DS_D. In the DS subjects, the baseline tau protein level was higher than that in the HC (Table <xref ref-type="table" rid="T1">1</xref> and Figure <xref ref-type="fig" rid="F4">4A</xref>; 31.5 &#x000B1; 8.0 vs. 14.9 &#x000B1; 5.5 pg/ml; <italic>p</italic> &#x0003C; 0.001). We found a significant negative correlation between tau and the ABDQ score in DS patients (combine DS and DS_D groups; Figure <xref ref-type="fig" rid="F4">4B</xref>, <italic>&#x003C1;</italic> = &#x02212;0.410; <italic>p</italic> = 0.018). This finding supports the relationship between cognitive/functional declines and tau profile changes. However, the ROC curve analysis for differentiating DS from DS_D using tau yielded an AUC of only 0.49.</p>
<fig id="F4" position="float">
<label>Figure 4</label>
<caption><p><bold>Comparison of tau protein in different groups. (A)</bold> Tau protein (&#x003C6;<sub>tau</sub>) in HC and in subjects with AD, DS or DS with degeneration (BPSD and with dementia; DS_D). For tau, <italic>p</italic> &#x0003C; 0.001 between HC and AD; <italic>p</italic> &#x0003C; 0.001 between HC and DS; <italic>p</italic> &#x0003C; 0.001 between AD and DS; <italic>p</italic> = 0.019 between HC and DS_D; <italic>p</italic> = 0.001 between AD and DS_D; and <italic>p</italic> = 0.140 between DS and DS_D. *<italic>p</italic> &#x0003C; 0.05; **<italic>p</italic> &#x0003C; 0.01; ***<italic>p</italic> &#x0003C; 0.001. <bold>(B)</bold> Correlation of the Adaptive Behavior Dementia Questionnaire (ABDQ) score with the tau. A significant negative correlation between the A&#x003B2;-40 level and ABDQ score was noted (<italic>&#x003C1;</italic> = &#x02212;0.410; <italic>p</italic> = 0.018).</p></caption>
<graphic xlink:href="fnagi-08-00316-g0004.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>Because of the baseline cognitive impairment in DS subjects, it is challenging to diagnose dementia and detect early BPSD in DS populations. Several assessment tools and questionnaires can be used to evaluate the signs and symptoms of AD in DS, including ABDQ, the Dementia Scale for Down Syndrome (DSDS), the Dementia Screening Questionnaire for Individuals with Intellectual Disabilities (DSQIID), the Dementia Questionnaire for Mentally Retarded Persons (DMR) and the recently developed Rapid Assessment for Developmental Disabilities (RADD). However, these tools are not satisfactory because of their ceiling or floor effects. In this study, we not only used ABDQ to screen DS patients but also employed a neurologist who specializes in the diagnosis and management of patients with dementia to evaluate the general behavior presentation for the diagnosis of AD in DS subjects.</p>
<p>In this study, we demonstrated that compared with healthy subjects in general, adolescent DS subjects already had elevated levels of A&#x003B2;-40 and tau protein. The baseline elevation of A&#x003B2;-40 in DS adolescents and adults is a reasonable finding based on the APP protein overexpression in DS, with the majority of A&#x003B2; cleaved into A&#x003B2;-40. This finding is consistent with previous reports (Schupf et al., <xref ref-type="bibr" rid="B21">2001</xref>, <xref ref-type="bibr" rid="B22">2010</xref>; Head et al., <xref ref-type="bibr" rid="B10">2011</xref>; Coppus et al., <xref ref-type="bibr" rid="B6">2012</xref>). Furthermore, this result suggests that APP is abnormally cleaved in DS subjects with dementia and indicates that the underlying pathophysiology of DS with dementia might be different from that of non-DS patients with AD.</p>
<p>We also found that the A&#x003B2;-40 is decreased and the A&#x003B2;-42 and A&#x003B2;-42/A&#x003B2;-40 ratio are increased in the blood of DS_D patients. This observation may imply that with degeneration, a higher percentage of APP is cleaved into A&#x003B2;-42 rather than A&#x003B2;-40. The finding of increases in the A&#x003B2;-42 level and A&#x003B2;-42/A&#x003B2;-40 ratio in DS_D patients is in agreement with previous reports of observations of non-DS populations with mild cognitive impairment and AD. In the DS subjects, the majority of reports demonstrated higher A&#x003B2;-42 levels at the baseline compared with those of HC and a higher A&#x003B2;-42 level and A&#x003B2;-42/A&#x003B2;-40 ratio in those with DS with dementia. This finding further suggests that A&#x003B2;-42 is a critically toxic substance to the brain in both groups of subjects with AD, with or without DS. In addition, we demonstrated a negative correlation between the ABDQ score and the A&#x003B2;-40 level and a positive association between the ABDQ score and the A&#x003B2;-42/A&#x003B2;-40 ratio in DS subjects. This correlation may imply their possible utility as biomarkers to help evaluate the degeneration in DS.</p>
<p>The tau protein is a microtubule-associated protein located inside neurons, and hyperphosphorylated tau is the main component of the neurofibrillary tangles in AD. Because tau is an intracellular protein, a higher baseline tau level in DS might indicate early neurodegeneration (neuronal damage), and tau may consequently be elevated in DS subjects before the onset of dementia or BPSD. However, we found a negative correlation between the tau protein and ABDQ and observed a lower tau level in DS_D. This paradox may be explained by a possible burnout phenomenon of neurons during the prolonged neurodegenerative process and a consequently lower level of tau. A longitudinal study is required to confirm our proposed explanation.</p>
<p>In this study, we found that the A&#x003B2;-40 and A&#x003B2;-42 levels and the A&#x003B2;-42/A&#x003B2;-40 ratio may be good indicators for the early detection of degeneration in DS. In our previous reports in a general population with mild cognitive impairment and AD, the differential sensitivity and specificity of A&#x003B2;-42 and tau between HC and non-DS AD were approximately 0.9 (0.88&#x02013;0.97), using thresholds of 16.33 pg/ml for A&#x003B2;-42 and 23.89 pg/ml for tau. The threshold for A&#x003B2;-42 that we used to differentiate DS_D from DS was 12.36 pg/ml, with a sensitivity of 0.875 and a specificity of 0.943, which was lower than that for non-DS AD. The reason is not clear but could be the younger age of the DS cohort and the inclusion of DS with BPSD, which probably represents an early stage of DS AD. The threshold for tau was 26.04 pg/ml, with a sensitivity of 0.636 and specificity of 0.8883; this threshold was higher than that for non-DS AD. However, in DS, the baseline tau level was higher than in the general population, and a decrease in tau was noted in DS with AD. These results indicate that the tau levels that demarcate AD differ between DS AD and non-DS AD.</p>
<p>This study has some limitations. First, the mean age of our DS subjects was younger than that of the HC because of the difficulty of obtaining blood samples from adolescents for ethical reasons in our hospital. We tried to divide the HC into two different age groups (ages of 23&#x02013;59 years and 61&#x02013;81 years), but the amyloid and tau levels did not exhibit significant between-group differences. Therefore, we pooled the results of the healthy subjects from both age groups into one single group for further analysis to improve the statistical power. However, this gap could be overcome by evidence from previous reports that DS subjects have elevated plasma A&#x003B2;-40 levels compared to those of age-matched HC (Schupf et al., <xref ref-type="bibr" rid="B21">2001</xref>, <xref ref-type="bibr" rid="B22">2010</xref>; Head et al., <xref ref-type="bibr" rid="B10">2011</xref>; Coppus et al., <xref ref-type="bibr" rid="B6">2012</xref>). Second, the small sample size of the subjects of DS with dementia, especially the number of tau samples, hindered the statistical analysis. Third, we did not analyze other risk factors for dementia, such as <italic>APP</italic> or presenilin (<italic>PSEN1</italic> and <italic>PSEN2</italic>) mutations, although the prevalence of these factors in dementia is extremely low in the general population. Other possible contributing factors for dementia should be explored in DS subjects in future studies. Finally, recent studies revealed that the elevation of tau in the blood is related to changes in the cognitive function over time in early AD subjects. In contrast, we observed a decline in tau levels in DS with degeneration (which were still higher than those of HC) and proposed a burnout phenomenon of brain tissue from the prolonged neurodegeneration process. A longitudinal cohort study is required to confirm the finding of the tau decline during the process of DS degeneration.</p>
</sec>
<sec sec-type="conclusion" id="s5">
<title>Conclusion</title>
<p>The diagnosis of dementia and/or BPSD in DS is challenging. This study establishes the capability of differentiating between DS with and without degeneration. The beta amyloid and tau levels and the ABDQ score may assist in the early detection of regression in DS, which might represent an early Alzheimer&#x02019;s pathology. However, the different patents of the plasma beta amyloids and tau protein may imply a different pathogenesis between DS with degeneration and AD in the general population, in spite of their common key pathological features.</p>
</sec>
<sec id="s6">
<title>Author Contributions</title>
<p>N-CL and M-JC conducted the study and performed the statistical analysis and main drafting of the manuscript. S-YY and J-JC performed the SQUID analysis. P-TH, L-MC, A-CH and Y-NC performed the behavior evaluations and participated in the design and coordination of the study. Y-HC and W-LH jointly conceived the study. All authors read and approved the final manuscript.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This work was supported in part by the Ministry of Science and Technology of Taiwan 102-2314-B-002-085, 104-2745-B-003-002 and 102-2923-B-002-007-MY3; and the Ministry of Economic Affairs of Taiwan under grant numbers 101-EC-17-A-17-I1-0074, 1Z970688 and 1Z0990415 (SBIR).</p>
</sec>
<sec id="s8">
<title>Conflict of Interest Statement</title>
<p>The authors declare that they have no competing interests.</p>
</sec>
</body>
<back>
<ack>
<p>We are grateful for the support of the Taiwan Down Syndrome Foundation and the participation of the patients and families. The authors acknowledge statistical assistance provided by the Taiwan Clinical Trial Statistical Center, Training Center and Pharmacogenomics Laboratory (Which is founded by National Research Program for Biopharmaceuticals (NRPB) at the Ministry of Science and Technology of Taiwan; MOST 104-2325-B-002-032), and the Department of Medical Research in National Taiwan University Hospital. We also thank Professor Herng-Er Horng for the development of the SQUID analysis.</p>
</ack>
<ref-list>
<title>References</title>
<ref id="B1"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bush</surname> <given-names>A.</given-names></name> <name><surname>Beail</surname> <given-names>N.</given-names></name></person-group> (<year>2004</year>). <article-title>Risk factors for dementia in people with down syndrome: issues in assessment and diagnosis</article-title>. <source>Am. J. Ment. Retard.</source> <volume>109</volume>, <fpage>83</fpage>&#x02013;<lpage>97</lpage>. <pub-id pub-id-type="doi">10.1352/0895-8017(2004)109&#x0003C;83:RFFDIP&#x0003E;2.0.CO;2</pub-id><pub-id pub-id-type="pmid">15000668</pub-id></citation></ref>
<ref id="B2"><citation citation-type="journal"><person-group person-group-type="author"><collab>Centers for Disease Control and Prevention (CDC)</collab></person-group> (<year>2006</year>). <article-title>Improved national prevalence estimates for 18 selected major birth defects&#x02014;United States, 1999&#x02013;2001</article-title>. <source>MMWR Morb. Mortal. Wkly. Rep.</source> <volume>54</volume>, <fpage>1301</fpage>&#x02013;<lpage>1305</lpage>. <pub-id pub-id-type="doi">10.1001/jama.295.6.618</pub-id><pub-id pub-id-type="pmid">16397457</pub-id></citation></ref>
<ref id="B3"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chiu</surname> <given-names>M.-J.</given-names></name> <name><surname>Chen</surname> <given-names>Y.-F.</given-names></name> <name><surname>Chen</surname> <given-names>T.-F.</given-names></name> <name><surname>Yang</surname> <given-names>S.-Y.</given-names></name> <name><surname>Yang</surname> <given-names>F.-P. G.</given-names></name> <name><surname>Tseng</surname> <given-names>T.-W.</given-names></name> <etal/></person-group>. (<year>2014</year>). <article-title>Plasma tau as a window to the brain&#x02014;negative associations with brain volume and memory function in mild cognitive impairment and early Alzheimer&#x02019;s disease</article-title>. <source>Hum. Brain Mapp.</source> <volume>35</volume>, <fpage>3132</fpage>&#x02013;<lpage>3142</lpage>. <pub-id pub-id-type="doi">10.1002/hbm.22390</pub-id><pub-id pub-id-type="pmid">24129926</pub-id></citation></ref>
<ref id="B4"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chiu</surname> <given-names>M. J.</given-names></name> <name><surname>Yang</surname> <given-names>S. Y.</given-names></name> <name><surname>Chen</surname> <given-names>T. F.</given-names></name> <name><surname>Chieh</surname> <given-names>J. J.</given-names></name> <name><surname>Huang</surname> <given-names>T. Z.</given-names></name> <name><surname>Yip</surname> <given-names>P. K.</given-names></name> <etal/></person-group>. (<year>2012</year>). <article-title>New assay for old markers-plasma beta amyloid of mild cognitive impairment and Alzheimer&#x02019;s disease</article-title>. <source>Curr. Alzheimer Res.</source> <volume>9</volume>, <fpage>1142</fpage>&#x02013;<lpage>1148</lpage>. <pub-id pub-id-type="doi">10.2174/156720512804142967</pub-id><pub-id pub-id-type="pmid">22950866</pub-id></citation></ref>
<ref id="B5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chiu</surname> <given-names>M.-J.</given-names></name> <name><surname>Yang</surname> <given-names>S.-Y.</given-names></name> <name><surname>Horng</surname> <given-names>H.-E.</given-names></name> <name><surname>Yang</surname> <given-names>C.-C.</given-names></name> <name><surname>Chen</surname> <given-names>T.-F.</given-names></name> <name><surname>Chieh</surname> <given-names>J.-J.</given-names></name> <etal/></person-group>. (<year>2013</year>). <article-title>Combined plasma biomarkers for diagnosing mild cognition impairment and Alzheimer&#x02019;s disease</article-title>. <source>ACS Chem. Neurosci.</source> <volume>4</volume>, <fpage>1530</fpage>&#x02013;<lpage>1536</lpage>. <pub-id pub-id-type="doi">10.1021/cn400129p</pub-id><pub-id pub-id-type="pmid">24090201</pub-id></citation></ref>
<ref id="B6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Coppus</surname> <given-names>A. M. W.</given-names></name> <name><surname>Schuur</surname> <given-names>M.</given-names></name> <name><surname>Vergeer</surname> <given-names>J.</given-names></name> <name><surname>Janssens</surname> <given-names>A. C. J. W.</given-names></name> <name><surname>Oostra</surname> <given-names>B. A.</given-names></name> <name><surname>Verbeek</surname> <given-names>M. M.</given-names></name> <etal/></person-group>. (<year>2012</year>). <article-title>Plasma &#x003B2; amyloid and the risk of Alzheimer&#x02019;s disease in Down syndrome</article-title>. <source>Neurobiol. Aging</source> <volume>33</volume>, <fpage>1988</fpage>&#x02013;<lpage>1994</lpage>. <pub-id pub-id-type="doi">10.1016/j.neurobiolaging.2011.08.007</pub-id><pub-id pub-id-type="pmid">21958962</pub-id></citation></ref>
<ref id="B7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dekker</surname> <given-names>A. D.</given-names></name> <name><surname>Strydom</surname> <given-names>A.</given-names></name> <name><surname>Coppus</surname> <given-names>A. M.</given-names></name> <name><surname>Nizetic</surname> <given-names>D.</given-names></name> <name><surname>Vermeiren</surname> <given-names>Y.</given-names></name> <name><surname>Naud&#x000E9;</surname> <given-names>P. J.</given-names></name> <etal/></person-group>. (<year>2015</year>). <article-title>Behavioural and psychological symptoms of dementia in Down syndrome: early indicators of clinical Alzheimer&#x02019;s disease?</article-title> <source>Cortex</source> <volume>73</volume>, <fpage>36</fpage>&#x02013;<lpage>61</lpage>. <pub-id pub-id-type="doi">10.1016/j.cortex.2015.07.032</pub-id><pub-id pub-id-type="pmid">26343344</pub-id></citation></ref>
<ref id="B8"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Granic</surname> <given-names>A.</given-names></name> <name><surname>Padmanabhan</surname> <given-names>J.</given-names></name> <name><surname>Norden</surname> <given-names>M.</given-names></name> <name><surname>Potter</surname> <given-names>H.</given-names></name></person-group> (<year>2010</year>). <article-title>Alzheimer A&#x003B2; peptide induces chromosome mis-segregation and aneuploidy, including trisomy 21: requirement for tau and APP</article-title>. <source>Mol. Biol. Cell</source> <volume>21</volume>, <fpage>511</fpage>&#x02013;<lpage>520</lpage>. <pub-id pub-id-type="doi">10.1091/mbc.e09-10-0850</pub-id><pub-id pub-id-type="pmid">20032300</pub-id></citation></ref>
<ref id="B9"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hampel</surname> <given-names>H.</given-names></name> <name><surname>Frank</surname> <given-names>R.</given-names></name> <name><surname>Broich</surname> <given-names>K.</given-names></name> <name><surname>Teipel</surname> <given-names>S. J.</given-names></name> <name><surname>Katz</surname> <given-names>R. G.</given-names></name> <name><surname>Hardy</surname> <given-names>J.</given-names></name> <etal/></person-group>. (<year>2010</year>). <article-title>Biomarkers for Alzheimer&#x02019;s disease: academic, industry and regulatory perspectives</article-title>. <source>Nat. Rev. Drug Discov.</source> <volume>9</volume>, <fpage>560</fpage>&#x02013;<lpage>574</lpage>. <pub-id pub-id-type="doi">10.1038/nrd3115</pub-id><pub-id pub-id-type="pmid">20592748</pub-id></citation></ref>
<ref id="B10"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Head</surname> <given-names>E.</given-names></name> <name><surname>Doran</surname> <given-names>E.</given-names></name> <name><surname>Nistor</surname> <given-names>M.</given-names></name> <name><surname>Hill</surname> <given-names>M.</given-names></name> <name><surname>Schmitt</surname> <given-names>F. A.</given-names></name> <name><surname>Haier</surname> <given-names>R. J.</given-names></name> <etal/></person-group>. (<year>2011</year>). <article-title>Plasma amyloid-&#x003B2; as a function of age, level of intellectual disability and presence of dementia in Down syndrome</article-title>. <source>J. Alzheimers Dis.</source> <volume>23</volume>, <fpage>399</fpage>&#x02013;<lpage>409</lpage>. <pub-id pub-id-type="doi">10.3233/JAD-2010-101335</pub-id><pub-id pub-id-type="pmid">21116050</pub-id></citation></ref>
<ref id="B11"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Head</surname> <given-names>E.</given-names></name> <name><surname>Lott</surname> <given-names>I. T.</given-names></name> <name><surname>Wilcock</surname> <given-names>D. M.</given-names></name> <name><surname>Lemere</surname> <given-names>C. A.</given-names></name></person-group> (<year>2016</year>). <article-title>Aging in Down Syndrome and the development of Alzheimer&#x02019;s disease neuropathology</article-title>. <source>Curr. Alzheimer Res.</source> <volume>13</volume>, <fpage>18</fpage>&#x02013;<lpage>29</lpage>. <pub-id pub-id-type="doi">10.2174/1567205012666151020114607</pub-id><pub-id pub-id-type="pmid">26651341</pub-id></citation></ref>
<ref id="B100"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Hua</surname> <given-names>M. S.</given-names></name> <name><surname>Chang</surname> <given-names>B. S.</given-names></name> <name><surname>Lin</surname> <given-names>K. N.</given-names></name> <name><surname>Yang</surname> <given-names>J. M.</given-names></name> <name><surname>Lu</surname> <given-names>S. R.</given-names></name> <name><surname>Chen</surname> <given-names>S. Y.</given-names></name></person-group> (<year>2005</year>). <source>Wechsler Memory Scale</source>, <edition>3rd Edn.</edition> <publisher-loc>Taipei</publisher-loc>: <publisher-name>Chinese Behavioral Science Corporation</publisher-name>.</citation></ref>
<ref id="B12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jack</surname> <given-names>C. R.</given-names> <suffix>Jr.</suffix></name> <name><surname>Albert</surname> <given-names>M. S.</given-names></name> <name><surname>Knopman</surname> <given-names>D. S.</given-names></name> <name><surname>McKhann</surname> <given-names>G. M.</given-names></name> <name><surname>Sperling</surname> <given-names>R. A.</given-names></name> <name><surname>Carrillo</surname> <given-names>M. C.</given-names></name> <etal/></person-group>. (<year>2011</year>). <article-title>Introduction to the recommendations from the National institute on aging-Alzheimer&#x02019;s association workgroups on diagnostic guidelines for Alzheimer&#x02019;s disease</article-title>. <source>Alzheimers Dement.</source> <volume>7</volume>, <fpage>257</fpage>&#x02013;<lpage>262</lpage>. <pub-id pub-id-type="doi">10.1016/j.jalz.2011.03.004</pub-id><pub-id pub-id-type="pmid">21514247</pub-id></citation></ref>
<ref id="B13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kandimalla</surname> <given-names>R. J. L.</given-names></name> <name><surname>Prabhakar</surname> <given-names>S.</given-names></name> <name><surname>Wani</surname> <given-names>W. Y.</given-names></name> <name><surname>Kaushal</surname> <given-names>A.</given-names></name> <name><surname>Gupta</surname> <given-names>N.</given-names></name> <name><surname>Sharma</surname> <given-names>D. R.</given-names></name> <etal/></person-group>. (<year>2013</year>). <article-title>CSF p-Tau levels in the prediction of Alzheimer&#x02019;s disease</article-title>. <source>Biol. Open</source> <volume>2</volume>, <fpage>1119</fpage>&#x02013;<lpage>1124</lpage>. <pub-id pub-id-type="doi">10.1242/bio.20135447</pub-id><pub-id pub-id-type="pmid">24244848</pub-id></citation></ref>
<ref id="B14"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kandimalla</surname> <given-names>R. J.</given-names></name> <name><surname>Wani</surname> <given-names>W. Y.</given-names></name> <name><surname>Binukumar</surname> <given-names>B. K.</given-names></name> <name><surname>Gill</surname> <given-names>K. D.</given-names></name></person-group> (<year>2012</year>). <article-title>siRNA against presenilin 1 (PS1) down regulates amyloid &#x003B2;42 production in IMR-32 cells</article-title>. <source>J. Biomed. Sci.</source> <volume>19</volume>:<fpage>2</fpage>. <pub-id pub-id-type="doi">10.1186/1423-0127-19-2</pub-id><pub-id pub-id-type="pmid">22214483</pub-id></citation></ref>
<ref id="B15"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Krasuski</surname> <given-names>J. S.</given-names></name> <name><surname>Alexander</surname> <given-names>G. E.</given-names></name> <name><surname>Horwitz</surname> <given-names>B.</given-names></name> <name><surname>Rapoport</surname> <given-names>S. I.</given-names></name> <name><surname>Schapiro</surname> <given-names>M. B.</given-names></name></person-group> (<year>2002</year>). <article-title>Relation of medial temporal lobe volumes to age and memory function in nondemented adults with Down&#x02019;s syndrome: implications for the prodromal phase of Alzheimer&#x02019;s disease</article-title>. <source>Am. J. Psychiatry</source> <volume>159</volume>, <fpage>74</fpage>&#x02013;<lpage>81</lpage>. <pub-id pub-id-type="doi">10.1176/appi.ajp.159.1.74</pub-id><pub-id pub-id-type="pmid">11772693</pub-id></citation></ref>
<ref id="B16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lin</surname> <given-names>S. J.</given-names></name> <name><surname>Hu</surname> <given-names>S. C.</given-names></name> <name><surname>Sheu</surname> <given-names>S. F.</given-names></name> <name><surname>Ho</surname> <given-names>J. W.</given-names></name> <name><surname>Chiou</surname> <given-names>P. C.</given-names></name> <name><surname>Chao</surname> <given-names>M. C.</given-names></name> <etal/></person-group>. (<year>1991</year>). <article-title>Anthropometric study on Down syndrome in Taiwan</article-title>. <source>Zhonghua Min. Guo Xiao Er Ke Yi Xue Hui Za Zhi</source> <volume>32</volume>, <fpage>158</fpage>&#x02013;<lpage>164</lpage>. <pub-id pub-id-type="pmid">1837970</pub-id></citation></ref>
<ref id="B17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mao</surname> <given-names>R.</given-names></name> <name><surname>Wang</surname> <given-names>X.</given-names></name> <name><surname>Spitznagel</surname> <given-names>E. L.</given-names> <suffix>Jr.</suffix></name> <name><surname>Frelin</surname> <given-names>L. P.</given-names></name> <name><surname>Ting</surname> <given-names>J. C.</given-names></name> <name><surname>Ding</surname> <given-names>H.</given-names></name> <etal/></person-group>. (<year>2005</year>). <article-title>Primary and secondary transcriptional effects in the developing human Down syndrome brain and heart</article-title>. <source>Genome Biol.</source> <volume>6</volume>:<fpage>R107</fpage>. <pub-id pub-id-type="doi">10.1186/gb-2005-6-13-r107</pub-id><pub-id pub-id-type="pmid">16420667</pub-id></citation></ref>
<ref id="B18"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>McKhann</surname> <given-names>G. M.</given-names></name> <name><surname>Knopman</surname> <given-names>D. S.</given-names></name> <name><surname>Chertkow</surname> <given-names>H.</given-names></name> <name><surname>Hyman</surname> <given-names>B. T.</given-names></name> <name><surname>Jack</surname> <given-names>C. R.</given-names> <suffix>Jr.</suffix></name> <name><surname>Kawas</surname> <given-names>C. H.</given-names></name> <etal/></person-group>. (<year>2011</year>). <article-title>The diagnosis of dementia due to Alzheimer&#x02019;s disease: recommendations from the National institute on aging-Alzheimer&#x02019;s association workgroups on diagnostic guidelines for Alzheimer&#x02019;s disease</article-title>. <source>Alzheimers Dement.</source> <volume>7</volume>, <fpage>263</fpage>&#x02013;<lpage>269</lpage>. <pub-id pub-id-type="doi">10.1016/j.jalz.2011.03.005</pub-id><pub-id pub-id-type="pmid">21514250</pub-id></citation></ref>
<ref id="B25"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Nussbaum</surname> <given-names>R. L.</given-names></name> <name><surname>McInnes</surname> <given-names>R. R.</given-names></name> <name><surname>Willard</surname> <given-names>H. F.</given-names></name></person-group> (<year>2001</year>). <source>Thompson and Thompson Genetics in Medicine.</source> <publisher-loc>Philadelphia, PA</publisher-loc>: <publisher-name>W.B. Saunders</publisher-name>.</citation></ref>
<ref id="B19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Prasher</surname> <given-names>V.</given-names></name> <name><surname>Farooq</surname> <given-names>A.</given-names></name> <name><surname>Holder</surname> <given-names>R.</given-names></name></person-group> (<year>2004</year>). <article-title>The adaptive behaviour dementia questionnaire (ABDQ): screening questionnaire for dementia in Alzheimer&#x02019;s disease in adults with Down syndrome</article-title>. <source>Res. Dev. Disabil.</source> <volume>25</volume>, <fpage>385</fpage>&#x02013;<lpage>397</lpage>. <pub-id pub-id-type="doi">10.1016/j.ridd.2003.12.002</pub-id><pub-id pub-id-type="pmid">15193672</pub-id></citation></ref>
<ref id="B20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Prasher</surname> <given-names>V. P.</given-names></name> <name><surname>Sachdeva</surname> <given-names>N.</given-names></name> <name><surname>Tarrant</surname> <given-names>N.</given-names></name></person-group> (<year>2015</year>). <article-title>Diagnosing dementia in adults with Down&#x02019;s syndrome</article-title>. <source>Neurodegener. Dis. Manag.</source> <volume>5</volume>, <fpage>249</fpage>&#x02013;<lpage>256</lpage>. <pub-id pub-id-type="doi">10.2217/nmt.15.8</pub-id><pub-id pub-id-type="pmid">26107323</pub-id></citation></ref>
<ref id="B21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schupf</surname> <given-names>N.</given-names></name> <name><surname>Patel</surname> <given-names>B.</given-names></name> <name><surname>Silverman</surname> <given-names>W.</given-names></name> <name><surname>Zigman</surname> <given-names>W. B.</given-names></name> <name><surname>Zhong</surname> <given-names>N.</given-names></name> <name><surname>Tycko</surname> <given-names>B.</given-names></name> <etal/></person-group>. (<year>2001</year>). <article-title>Elevated plasma amyloid &#x003B2;-peptide 1&#x02013;42 and onset of dementia in adults with Down syndrome</article-title>. <source>Neurosci. Lett.</source> <volume>301</volume>, <fpage>199</fpage>&#x02013;<lpage>203</lpage>. <pub-id pub-id-type="doi">10.1016/s0304-3940(01)01657-3</pub-id><pub-id pub-id-type="pmid">11257432</pub-id></citation></ref>
<ref id="B22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schupf</surname> <given-names>N.</given-names></name> <name><surname>Zigman</surname> <given-names>W. B.</given-names></name> <name><surname>Tang</surname> <given-names>M. X.</given-names></name> <name><surname>Pang</surname> <given-names>D.</given-names></name> <name><surname>Mayeux</surname> <given-names>R.</given-names></name> <name><surname>Mehta</surname> <given-names>P.</given-names></name> <etal/></person-group>. (<year>2010</year>). <article-title>Change in plasma A&#x003B2; peptides and onset of dementia in adults with Down syndrome</article-title>. <source>Neurology</source> <volume>75</volume>, <fpage>1639</fpage>&#x02013;<lpage>1644</lpage>. <pub-id pub-id-type="doi">10.1212/WNL.0b013e3181fb448b</pub-id><pub-id pub-id-type="pmid">21041786</pub-id></citation></ref>
<ref id="B23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Selkoe</surname> <given-names>D. J.</given-names></name></person-group> (<year>1994</year>). <article-title>Normal and abnormal biology of the beta-amyloid precursor protein</article-title>. <source>Annu. Rev. Neurosci.</source> <volume>17</volume>, <fpage>489</fpage>&#x02013;<lpage>517</lpage>. <pub-id pub-id-type="doi">10.1146/annurev.neuro.17.1.489</pub-id><pub-id pub-id-type="pmid">8210185</pub-id></citation></ref>
<ref id="B24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tapiola</surname> <given-names>T.</given-names></name> <name><surname>Soininen</surname> <given-names>H.</given-names></name> <name><surname>Pirttil&#x000E4;</surname> <given-names>T.</given-names></name></person-group> (<year>2001</year>). <article-title>CSF tau and A&#x003B2;42 levels in patients with Down&#x02019;s syndrome</article-title>. <source>Neurology</source> <volume>56</volume>, <fpage>979</fpage>&#x02013;<lpage>980</lpage>. <pub-id pub-id-type="doi">10.1212/wnl.56.7.979</pub-id><pub-id pub-id-type="pmid">11294944</pub-id></citation></ref>
<ref id="B26"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yang</surname> <given-names>C.-C.</given-names></name> <name><surname>Yang</surname> <given-names>S.-Y.</given-names></name> <name><surname>Chieh</surname> <given-names>J.-J.</given-names></name> <name><surname>Horng</surname> <given-names>H.-E.</given-names></name> <name><surname>Hong</surname> <given-names>C.-Y.</given-names></name> <name><surname>Yang</surname> <given-names>H.-C.</given-names></name> <etal/></person-group>. (<year>2011</year>). <article-title>Biofunctionalized magnetic nanoparticles for specifically detecting biomarkers of Alzheimer&#x02019;s disease <italic>in vitro</italic></article-title>. <source>ACS Chem. Neurosci.</source> <volume>2</volume>, <fpage>500</fpage>&#x02013;<lpage>505</lpage>. <pub-id pub-id-type="doi">10.1021/cn200028j</pub-id><pub-id pub-id-type="pmid">22860173</pub-id></citation></ref>
<ref id="B27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Youden</surname> <given-names>W. J.</given-names></name></person-group> (<year>1950</year>). <article-title>Index for rating diagnostic tests</article-title>. <source>Cancer</source> <volume>3</volume>, <fpage>32</fpage>&#x02013;<lpage>35</lpage>. <pub-id pub-id-type="doi">10.1002/1097-0142(1950)3:1&#x0003C;32::AID-CNCR2820030106&#x0003E;3.0.CO;2-3</pub-id><pub-id pub-id-type="pmid">15405679</pub-id></citation></ref>
<ref id="B28"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zana</surname> <given-names>M.</given-names></name> <name><surname>Janka</surname> <given-names>Z.</given-names></name> <name><surname>K&#x000E1;lm&#x000E1;n</surname> <given-names>J.</given-names></name></person-group> (<year>2007</year>). <article-title>Oxidative stress: a bridge between Down&#x02019;s syndrome and Alzheimer&#x02019;s disease</article-title>. <source>Neurobiol. Aging</source> <volume>28</volume>, <fpage>648</fpage>&#x02013;<lpage>676</lpage>. <pub-id pub-id-type="doi">10.1016/j.neurobiolaging.2006.03.008</pub-id><pub-id pub-id-type="pmid">16624449</pub-id></citation></ref>
<ref id="B29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zheng</surname> <given-names>H.</given-names></name> <name><surname>Koo</surname> <given-names>E. H.</given-names></name></person-group> (<year>2011</year>). <article-title>Biology and pathophysiology of the amyloid precursor protein</article-title>. <source>Mol. Neurodegener.</source> <volume>6</volume>:<fpage>27</fpage>. <pub-id pub-id-type="doi">10.1186/1750-1326-6-27</pub-id><pub-id pub-id-type="pmid">21527012</pub-id></citation></ref>
</ref-list>
<glossary>
<def-list>
<title>Abbreviations</title>
<def-item><term>A&#x003B2;</term><def><p>amyloid beta</p></def></def-item>
<def-item><term>ABDQ</term><def><p>Adaptive Behavior Dementia Questionnaire</p></def></def-item>
<def-item><term>AD</term><def><p>Alzheimer&#x02019;s disease</p></def></def-item>
<def-item><term>APP</term><def><p>amyloid beta (A4) precursor protein</p></def></def-item>
<def-item><term>BPSD</term><def><p>behavioral and psychological symptoms of dementia</p></def></def-item>
<def-item><term>CDR</term><def><p>clinical dementia rating</p></def></def-item>
<def-item><term>CSF</term><def><p>cerebrospinal fluid</p></def></def-item>
<def-item><term>DMR</term><def><p>Dementia Questionnaire for Mentally Retarded Persons</p></def></def-item>
<def-item><term>DS</term><def><p>Down syndrome</p></def></def-item>
<def-item><term>DS_D</term><def><p>Down syndrome with degeneration</p></def></def-item>
<def-item><term>DSDS</term><def><p>Dementia Scale for Down Syndrome</p></def></def-item>
<def-item><term>DSQIID</term><def><p>Dementia Screening Questionnaire for Individuals with Intellectual Disabilities</p></def></def-item>
<def-item><term>IMR</term><def><p>immunomagnetic reduction</p></def></def-item>
<def-item><term>RADD</term><def><p>Rapid Assessment for Developmental Disabilities</p></def></def-item>
<def-item><term>ROC</term><def><p>receiver operating characteristic</p></def></def-item>
<def-item><term>SQUID</term><def><p>superconducting quantum interference device.</p></def></def-item>
</def-list>
</glossary>
</back>
</article>
