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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Neurol.</journal-id>
<journal-title>Frontiers in Neurology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Neurol.</abbrev-journal-title>
<issn pub-type="epub">1664-2295</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fneur.2023.1124145</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neurology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Validity of CSF alpha-synuclein to predict psychosis in prodromal Alzheimer&#x00027;s disease</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Monge-Garc&#x000ED;a</surname> <given-names>Sonia</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Garc&#x000ED;a-Ayll&#x000F3;n</surname> <given-names>Mar&#x000ED;a-Salud</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="corresp" rid="c002"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/240569/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>S&#x000E1;nchez-Pay&#x000E1;</surname> <given-names>Jos&#x000E9;</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Gasparini-Berenguer</surname> <given-names>Ruth</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Cort&#x000E9;s-G&#x000F3;mez</surname> <given-names>Mar&#x000ED;a-&#x000C1;ngeles</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>S&#x000E1;ez-Valero</surname> <given-names>Javier</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/31193/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Monge-Argil&#x000E9;s</surname> <given-names>Jos&#x000E9;-Antonio</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/162572/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Instituto de Investigaci&#x000F3;n Sanitaria y Biom&#x000E9;dica de Alicante (ISABIAL)</institution>, <addr-line>Alicante</addr-line>, <country>Spain</country></aff>
<aff id="aff2"><sup>2</sup><institution>Hospital General Universitario de Elche, FISABIO,Unidad de Investigaci&#x000F3;n</institution>, <addr-line>Valencia</addr-line>, <country>Spain</country></aff>
<aff id="aff3"><sup>3</sup><institution>Instituto de Neurociencias de Alicante, Universidad Miguel Hern&#x000E1;ndez-CSIC</institution>, <addr-line>Sant Joan d&#x00027;Alacant</addr-line>, <country>Spain</country></aff>
<aff id="aff4"><sup>4</sup><institution>Unidad de Investigaci&#x000F3;n, Hospital General Universitario de Elche, Fundaci&#x000F3;n para el Fomento de la Investigaci&#x000F3;n Sanitaria y Biom&#x000E9;dica de la Comunitat Valenciana (FISABIO)</institution>, <addr-line>Elche</addr-line>, <country>Spain</country></aff>
<aff id="aff5"><sup>5</sup><institution>Servicio de Medicina Preventiva, Hospital General Universitario Dr. Balmis</institution>, <addr-line>Alicante</addr-line>, <country>Spain</country></aff>
<aff id="aff6"><sup>6</sup><institution>Servicio de Neurolog&#x000ED;a, Hospital General Universitario Dr. Balmis</institution>, <addr-line>Alicante</addr-line>, <country>Spain</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Jian He, Shanghai Jiao Tong University, China</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Samir Abu Rumeileh, Martin Luther University of Halle-Wittenberg, Germany; Craig Mallinckrodt, Pentara Corporation, United States</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Jos&#x000E9;-Antonio Monge-Argil&#x000E9;s <email>monge_jos&#x00040;gva.es</email></corresp>
<corresp id="c002">Mar&#x000ED;a-Salud Garc&#x000ED;a-Ayll&#x000F3;n <email>ms.garcia&#x00040;umh.es</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>24</day>
<month>05</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1124145</elocation-id>
<history>
<date date-type="received">
<day>14</day>
<month>12</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>18</day>
<month>04</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2023 Monge-Garc&#x000ED;a, Garc&#x000ED;a-Ayll&#x000F3;n, S&#x000E1;nchez-Pay&#x000E1;, Gasparini-Berenguer, Cort&#x000E9;s-G&#x000F3;mez, S&#x000E1;ez-Valero and Monge-Argil&#x000E9;s.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Monge-Garc&#x000ED;a, Garc&#x000ED;a-Ayll&#x000F3;n, S&#x000E1;nchez-Pay&#x000E1;, Gasparini-Berenguer, Cort&#x000E9;s-G&#x000F3;mez, S&#x000E1;ez-Valero and Monge-Argil&#x000E9;s</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>
<sec>
<title>Background</title>
<p>Alzheimer&#x00027;s disease (AD) accompanied by psychotic symptoms (PS) has a poor prognosis and may be associated with imbalances in key neural proteins such as alpha-synuclein (AS).</p></sec>
<sec>
<title>Aim</title>
<p>The aim of the study was to evaluate the diagnostic validity of AS levels in the cerebrospinal fluid (CSF) as a predictor of the emergence of PS in patients with prodromal AD.</p></sec>
<sec>
<title>Materials and methods</title>
<p>Patients with mild cognitive impairment were recruited between 2010 and 2018. Core AD biomarkers and AS levels were measured in CSF obtained during the prodromal phase of the illness. All patients who met the NIA-AA 2018 criteria for AD biomarkers received treatment with anticholinesterasic drugs. Follow-up evaluations were conducted to assess patients for the presence of psychosis using current criteria; the use of neuroleptic drugs was required for inclusion in the psychosis group. Several comparisons were made, taking into account the timing of the emergence of PS.</p></sec>
<sec>
<title>Results</title>
<p>A total of 130 patients with prodromal AD were included in this study. Of these, 50 (38.4%) met the criteria for PS within an 8-year follow-up period. AS was found to be a valuable CSF biomarker to differentiate between the psychotic and non-psychotic groups in every comparison made, depending on the onset of PS. Using an AS level of 1,257 pg/mL as the cutoff, this predictor achieved at least 80% sensitivity.</p></sec>
<sec>
<title>Conclusion</title>
<p>To our knowledge, this study represents the first time that a CSF biomarker has shown diagnostic validity for prediction of the emergence of PS in patients with prodromal AD.</p></sec></abstract>
<kwd-group>
<kwd>psychosis</kwd>
<kwd>Alzheimer</kwd>
<kwd>alpha-synuclein</kwd>
<kwd>CSF</kwd>
<kwd>biomarkers</kwd>
</kwd-group>
<counts>
<fig-count count="1"/>
<table-count count="9"/>
<equation-count count="0"/>
<ref-count count="75"/>
<page-count count="10"/>
<word-count count="7850"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Neurological Biomarkers</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>The diagnosis of Alzheimer&#x00027;s disease (AD) must be restricted to people who exhibit positive biomarkers along with specific disease phenotypes (<xref ref-type="bibr" rid="B1">1</xref>). Behavioral and psychological symptoms are close to universally present in AD patients, and may include psychotic symptoms (PS) (<xref ref-type="bibr" rid="B2">2</xref>).</p>
<p>Psychotic symptoms are defined as the presence of delusions and/or hallucinations (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B3">3</xref>), these being the most widely used diagnostic criteria for psychosis, as proposed by Jeste and Finkel (<xref ref-type="bibr" rid="B4">4</xref>) and revised by Cummings et al. (<xref ref-type="bibr" rid="B3">3</xref>). Over half of people with AD experience PS during their illness (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>). In particular, systematic reviews indicate a cross-sectional prevalence of approximately 40%, although it is recognized that lower rates occur in community populations and higher rates in clinical settings (<xref ref-type="bibr" rid="B2">2</xref>).</p>
<p>Psychotic symptoms have been found to be associated with rapid cognitive decline in AD (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B8">8</xref>), and their emergence may represent a distinct phenotype (<xref ref-type="bibr" rid="B9">9</xref>). However, the association between AD psychosis and cognitive decline does not appear to be attributable to factors such as age at onset of AD, disease duration, sex, race, education, or family psychiatric history (<xref ref-type="bibr" rid="B10">10</xref>). PS are also associated with more rapid progression of functional impairment, hospital admission, earlier admission to institutional care, and increased mortality (<xref ref-type="bibr" rid="B11">11</xref>&#x02013;<xref ref-type="bibr" rid="B15">15</xref>). Some studies have suggested that a sharper trajectory of decline occurs among people who develop PS, even before the onset of PS (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B17">17</xref>). The use of antipsychotic drugs to treat PS in dementia is associated with greater mortality (<xref ref-type="bibr" rid="B18">18</xref>) and with adverse events (<xref ref-type="bibr" rid="B19">19</xref>).</p>
<p>This evidence suggests that a different underlying biological and/or genetic predisposition may be present in these individuals, and that the occurrence of PS represents a more severe AD phenotype (<xref ref-type="bibr" rid="B20">20</xref>); currently, however, there are no methods for predicting the occurrence of psychosis in AD patients.</p>
<p>The postulated neural mechanisms of AD psychosis include disturbances in cholinergic muscarinic receptors and altered concentrations of serotonin, tau protein, kalirin, and dopamine receptors (<xref ref-type="bibr" rid="B2">2</xref>). AD may be associated with selective alterations in dopamine receptor density (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B22">22</xref>). Overexpression of wild-type alpha-synuclein (AS) decreases dopamine neurotransmission (<xref ref-type="bibr" rid="B23">23</xref>), and dopamine modifies aggregation of AS in the nervous system, resulting in greater abundance of AS oligomers (<xref ref-type="bibr" rid="B24">24</xref>). Lewy bodies, which are insoluble aggregates composed mainly of phosphorylated AS, are found in approximately 30%&#x02212;50% of people with AD (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B26">26</xref>); their presence contributes to the risk of psychosis and excess cognitive burden (<xref ref-type="bibr" rid="B21">21</xref>).</p>
<p>Various authors have published reports of alterations in CSF levels of AS in patients with AD, including in the prodromal phase of the illness (<xref ref-type="bibr" rid="B27">27</xref>&#x02013;<xref ref-type="bibr" rid="B38">38</xref>). Increased CSF levels of AS have been found in patients with prodromal AD compared with controls and in patients with MCI attributable to Lewy body disease. Notably, however, a small subgroup of patients with MCI-AD and PS have been found to display low levels of CSF AS (<xref ref-type="bibr" rid="B37">37</xref>).</p>
<p>This study aimed to extend the sample size with a large cohort and to estimate the diagnostic validity of CSF levels of AS as a predictor of the emergence of PS in patients with prodromal AD.</p></sec>
<sec sec-type="materials and methods" id="s2">
<title>Materials and methods</title>
<sec>
<title>Study design and participants</title>
<p>This single-center retrospective cohort study included patients with mild cognitive impairment (MCI) in accordance with the Petersen criteria (<xref ref-type="bibr" rid="B39">39</xref>). These patients were recruited from the outpatient dementia consultation clinic at the Neurology Service of the Dr. Balmis General University Hospital (Alicante, Spain) between 2010 and 2018.</p>
<p>Patients were included in the study if they were aged over 55 years; had concordant clinical and neuropsychological diagnoses; exhibited a positive profile for AD biomarkers in their CSF (<xref ref-type="bibr" rid="B40">40</xref>); had an MMSE score &#x02265; 22, IQCODE score &#x0003C; 80, Barthel index &#x02265; 90, Neuropsychiatric Inventory (NPI) score &#x0003C; 8 (<xref ref-type="bibr" rid="B41">41</xref>), and Lawton&#x02013;Brody scale (IADL) score &#x02265; 4; underwent clinical follow-up for &#x0003E; 2 years; and were treated with an anticholinesterasic drug following the diagnosis of prodromal AD (<xref ref-type="bibr" rid="B42">42</xref>). Informed consent was obtained from patients before their participation in this study and before lumbar puncture (LP) was performed. Patients who had dementia or other neurological, psychiatric, or medical diseases that could contribute to cognitive deterioration or psychosis according to the criteria established by Cummings et al. (<xref ref-type="bibr" rid="B3">3</xref>) at the time of inclusion; patients were also excluded if they had an UPDRS III score &#x0003E; 4 at inclusion, had an MRI Fazekas scale score &#x0003E;2 (<xref ref-type="bibr" rid="B43">43</xref>), were receiving anticoagulant therapy, did not provide informed consent, had a Yesavage score &#x0003E;5 for depression, or had a Pittsburgh sleep quality index &#x0003E; 7 (<xref ref-type="bibr" rid="B44">44</xref>).</p>
<p>All patients underwent physical and neurological examination, neuropsychological studies, cerebral magnetic resonance imaging, blood tests, and LP.</p>
<p>The NIA-AA criteria were used to evaluate conversion of MCI to AD (<xref ref-type="bibr" rid="B42">42</xref>). A control group was included, consisting of patients with acute or chronic headache (<italic>n</italic> =12) or pain syndrome (<italic>n</italic> =7) who did not undergo cognitive decline during the follow-up period.</p>
<p><italic>APOE</italic> genotype was available for only 81 of the patients, because this was not technically possible to obtain during the first 5 years of recruitment.</p>
</sec>
<sec>
<title>Procedures</title>
<p>Enrolled patients were evaluated every 6&#x02013;12 months to check for the development of clinical dementia criteria (<xref ref-type="bibr" rid="B42">42</xref>). All the patients with AD met the dementia criteria within 2 years after LP and had been receiving anticholinesterasic treatment since the diagnosis of prodromal AD.</p>
<p>Psychotic symptoms were considered to be present when the patient scored &#x0003E;9 on the hallucinations &#x0002B; delusions (F x S) items of the NPI test (<xref ref-type="bibr" rid="B41">41</xref>), after exclusion of acute illness, delirium, or recent changes in treatment (<xref ref-type="bibr" rid="B3">3</xref>). No pharmacologic media had been used previously in any cases. With the agreement of the caregivers, neuroleptic treatment was initiated at a minimally effective dose.</p>
</sec>
<sec>
<title>CSF collection</title>
<p>All CSF samples were obtained between 10:00 and 14:00. LP was performed by a neurologist using a 20 &#x000D7; 3.5-gauge needle. CSF was collected in standard polypropylene tubes, centrifuged for 10 min at 1,500 g, and then aliquoted in propylene tubes. Samples were stored at &#x02212;80&#x000B0;C. Only samples with &#x0003C; 50 red blood cells/&#x003BC;L were included (<xref ref-type="bibr" rid="B28">28</xref>).</p>
</sec>
<sec>
<title>Measurement of core CSF biomarkers of AD</title>
<p>A&#x003B2;<sub>42</sub>, total tau (T-tau), and phosphorylated tau 181 (p-tau<sub>181</sub>) were measured via commercial ELISA (Innotest, Innogenetic/Fujirebio, Ghent, Belgium) following the manufacturer&#x00027;s instructions. Assays were tested blind with respect to clinical diagnosis 6 months after LP.</p>
<p>A&#x003B2;<sub>42</sub> &#x0003E; 800 pg/mL, T-tau &#x0003C; 350 pg/mL, and p-tau<sub>181</sub> &#x0003C; 56,5 pg/mL were considered normal values. Patients were considered to have an AD CSF profile when at least A&#x003B2;<sub>42</sub> and p-tau<sub>181</sub> were abnormal, as per the 2018 NIA-AA criteria (<xref ref-type="bibr" rid="B40">40</xref>).</p>
</sec>
<sec>
<title>Measurement of CSF AS</title>
<p>AS levels in the CSF were measured using the LEGEND MAX human AS ELISA kit with a precoated plate (BioLegend, San Diego, CA, USA) according to the manufacturer&#x00027;s instructions. Assays were performed in May 2021 in triplicate and blinded with respect to clinical diagnosis. This assay has previously been validated in a Europe-wide inter-laboratory study (<xref ref-type="bibr" rid="B45">45</xref>). Since a higher inter-assay CV was observed when the analysis was performed with different kit batches, all samples were analyzed with plates from the same batch, and one CSF sample was measured with each of the plates for standardization of AS levels between plates. CSF samples from each of the different groups were included on each plate. Luminescence detection was carried out using a BMG Labtech LUMIstar Optima.</p>
</sec>
<sec>
<title>Statistical analysis</title>
<p>The Kolmogorov&#x02013;Smirnov test was used to analyze the distribution of each quantitative variable. The Student&#x00027;s <italic>t</italic>-test (for parametric variables) and the Mann&#x02013;Whitney <italic>U</italic> test (for non-parametric variables) were used to compare groups and subgroups. The chi-squared test or Fisher&#x00027;s exact test was used for qualitative variables.</p>
<p>Receiver operating characteristic (ROC) curve analysis was performed to determine the optimal cutoff for prediction of AS and the associated area under the curve (AUC). The optimal cutoff value was defined accounting for the highest sensitivity and specificity. Following this, the sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) for AS with the determined cutoff point were all calculated. In all hypothesis tests, a <italic>p</italic> &#x02264; 0.05 was determined to represent statistical significance. Correlations between motor/cognitive scores and AS levels and other CSF biomarkers in the diagnostic groups and subgroups were examined using Spearman&#x00027;s rho. The statistical package SPSS 21.0 was used for statistical analyses.</p>
</sec>
<sec>
<title>Ethical approval</title>
<p>The study was approved by the Ethics Committees of the Dr. Balmis General University Hospital (ref. number: PI2020/250) and the Universidad Miguel Hern&#x000E1;ndez (ref. number: PRL.IN.JSV.01.21).</p></sec></sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec>
<title>Population included</title>
<p><xref ref-type="fig" rid="F1">Figure 1</xref> shows the distribution of patients across each group. A total of 50 patients with prodromal AD (38.4%) had developed PS (AD-PS group) 8 years after their initial diagnosis, with 37 of these (28%) having done so within the first 4 years after diagnosis.</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Follow-up of the study participants.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fneur-14-1124145-g0001.tif"/>
</fig>
<p>The study also included 80 patients without PS (AD-No PS group): 37 (28%) remained free of PS over 8 years of follow-up. However, the follow-up period was &#x0003C; 4 years for 43 patients (33%) in this group. The minimum follow-up period was 2 years.</p>
</sec>
<sec>
<title>Comparison of the psychosis group (AD-PS) with the non-psychosis group (AD-No PS)</title>
<p>The AD-PS group exhibited lower values for AS (<italic>p</italic> &#x0003C; 0.0001), the ratio of AS/p-tau<sub>181</sub> (<italic>p</italic> &#x0003C; 0.006), p-tau<sub>181</sub> levels (<italic>p</italic> &#x0003C; 0.01), and A&#x003B2;<sub>42</sub> levels (<italic>p</italic> &#x0003C; 0.02) (<xref ref-type="table" rid="T1">Table 1</xref>, <xref ref-type="supplementary-material" rid="SM1">Supplementary Table 1</xref>). Clinically, the AD-PS group had lower NPI scores (<italic>p</italic> &#x0003C; 0.01) and UPDRS III scores (<italic>p</italic> &#x0003C; 0.007). No other differences were identified across the remaining variables. Correlation coefficients representing the associations between motor/cognitive scores and AS levels and other CSF biomarkers in the diagnostic groups are presented in <xref ref-type="table" rid="T2">Table 2</xref>. In both groups, CSF level of AS was positively correlated with T-tau (AD-PS group: &#x003C1; = 0.55, <italic>P</italic> &#x0003C; 0.0001; AD-No PS group: &#x003C1; = 0.41, <italic>P</italic> &#x0003C; 0.01), p-tau<sub>181</sub> (AD-PS group: &#x003C1; = 0.56, <italic>P</italic> &#x0003C; 0.0001; AD-No PS group: &#x003C1; = 0.57, <italic>P</italic> &#x0003C; 0.001), NPI score (AD-PS group: &#x003C1; = 0.52, <italic>P</italic> &#x0003C; 0.01; AD-No PS group: &#x003C1; = 0.5, <italic>p</italic> &#x0003C; 0.05), and UPDRS (III) score (AD-PS group: &#x003C1; = 0.51, <italic>P</italic> &#x0003C; 0.01; AD-No PS group: &#x003C1; = 0.48, <italic>P</italic> &#x0003C; 0.05).</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Significant differences between groups and subgroups.</p></caption> 
<table frame="box" rules="all">
<thead>
<tr style="background-color:&#x00023;919498;color:&#x00023;ffffff">
<th valign="top" align="left"><bold>Groups and subgroups compared</bold></th>
<th valign="top" align="left"><bold>Clinical differences</bold></th>
<th valign="top" align="left"><bold>Test differences</bold></th>
<th valign="top" align="left"><bold>Differences in CSF biomarkers</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">AD-PS (<italic>n =</italic> 50) vs. AD-NO PS (<italic>n =</italic>80)</td>
<td valign="top" align="left">NPI &#x0003E; AD-PS GROUP UPDRS III &#x0003E; AD-PS GROUP</td>
<td valign="top" align="left">&#x02014;&#x02014;&#x02014;&#x02014;-</td>
<td valign="top" align="left">AS AS/p-TAU P-TAU<sub>181</sub> A&#x003B2;<sub>42</sub></td>
</tr> <tr>
<td valign="top" align="left">AD- PS (<italic>n =</italic>50) vs. AD-NO PS at 8 years (<italic>n =</italic>37)</td>
<td valign="top" align="left">NPI &#x0003E; AD-PS GROUP UPDRS III &#x0003E; AD-PS GROUP</td>
<td valign="top" align="left">APOE genotype</td>
<td valign="top" align="left">AS P- TAU<sub>181</sub></td>
</tr> <tr>
<td valign="top" align="left">AD-PSY at 4 years (<italic>n =</italic>37) vs. AD- NO PS at 4 years (<italic>n =</italic>43)</td>
<td valign="top" align="left">MMSE &#x0003E; AD-NO PS GROUP UPDRS III &#x0003E; AD-PS GROUP IADL &#x0003E; AD-NO PS GROUP</td>
<td valign="top" align="left">FAZEKAS (&#x0002B;2 IN AD-PS GROUP) APOE (&#x0002B; % &#x003B5;4 carriers in AD-NO PS GROUP)</td>
<td valign="top" align="left">AS A&#x003B2;<sub>42</sub> AS/p-TAU<sub>181</sub> P- TAU<sub>181</sub></td>
</tr> <tr>
<td valign="top" align="left">AD- PS at 2 years (<italic>n =</italic> 23) vs. AD-NO PS at 2 years (<italic>n =</italic> 29)</td>
<td valign="top" align="left">NPI &#x0003E; AD-PS GROUP IADL &#x0003E; AD-NO PS GROUP AMNESTIC MCI &#x0003E; AD-NO PS GROUP</td>
<td valign="top" align="left">APOE (&#x0002B; % &#x003B5;4 carriers in AD- NO PS GROUP.)</td>
<td valign="top" align="left">AS A&#x003B2;<sub>42</sub> AS/p-TAU<sub>181</sub></td>
</tr>
<tr>
<td valign="top" align="left">AD- NO PS (<italic>n =</italic>80) vs. CONTROL (<italic>n =</italic>19)</td>
<td valign="top" align="left">PITTSBURGH SLEEP Q.I. &#x0003E; CONTROL GROUP IADL &#x0003E; CONTROL GROUP MMSE &#x0003E; CONTROL GROUP IQCODE &#x0003E; AD-NO PS GROUP DIABETES &#x0003E; CONTROL GROUP</td>
<td valign="top" align="left">APOE genotype (&#x0002B; % &#x003B5;4 carriers in AD- NO PSYCHOSIS GROUP)</td>
<td valign="top" align="left">All CSF biomarkers</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap position="float" id="T2">
<label>Table 2A</label>
<caption><p>Spearman correlations between motor/cognitive scores and AS levels and other CSF biomarkers in the diagnostic groups and subgroups. Psychosis group (AD-PS).</p></caption> 
<table frame="box" rules="all">
<thead>
<tr style="background-color:&#x00023;919498;color:&#x00023;ffffff">
<th/>
<th valign="top" align="center"><bold>&#x003C1; value</bold></th>
<th valign="top" align="center"><bold><italic>P</italic> value</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">A&#x003B2;<sub>42</sub> /AS</td>
<td valign="top" align="center">&#x02212;0.42</td>
<td valign="top" align="center">0.7</td>
</tr> <tr>
<td valign="top" align="left">T-tau/AS</td>
<td valign="top" align="center">0.55</td>
<td valign="top" align="center">0.0001</td>
</tr> <tr>
<td valign="top" align="left">p-tau<sub>181</sub>/AS</td>
<td valign="top" align="center">0.56</td>
<td valign="top" align="center">0.0001</td>
</tr> <tr>
<td valign="top" align="left">MMSE/AS</td>
<td valign="top" align="center">0.43</td>
<td valign="top" align="center">0.5</td>
</tr> <tr>
<td valign="top" align="left">NPI/AS</td>
<td valign="top" align="center">0.52</td>
<td valign="top" align="center">0.01</td>
</tr>
<tr>
<td valign="top" align="left">UPDRS (III)/AS</td>
<td valign="top" align="center">0.51</td>
<td valign="top" align="center">0.01</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap position="float" id="T3">
<label>Table 2B</label>
<caption><p>No-psychosis group (AD-No PS).</p></caption> 
<table frame="box" rules="all">
<thead>
<tr style="background-color:&#x00023;919498;color:&#x00023;ffffff">
<th/>
<th valign="top" align="center"><bold>&#x003C1; value</bold></th>
<th valign="top" align="center"><bold><italic>P</italic> value</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">A&#x003B2;<sub>42</sub>/AS</td>
<td valign="top" align="center">&#x02212;0.32</td>
<td valign="top" align="center">0.6</td>
</tr> <tr>
<td valign="top" align="left">T-tau/AS</td>
<td valign="top" align="center">0.41</td>
<td valign="top" align="center">0.01</td>
</tr> <tr>
<td valign="top" align="left">p-tau<sub>181</sub>/AS</td>
<td valign="top" align="center">0.57</td>
<td valign="top" align="center">0.001</td>
</tr> <tr>
<td valign="top" align="left">MMSE/AS</td>
<td valign="top" align="center">0.42</td>
<td valign="top" align="center">0.6</td>
</tr> <tr>
<td valign="top" align="left">NPI/AS</td>
<td valign="top" align="center">0.5</td>
<td valign="top" align="center">0.05</td>
</tr>
<tr>
<td valign="top" align="left">UPDRS (III)/AS</td>
<td valign="top" align="center">0.48</td>
<td valign="top" align="center">0.05</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap position="float" id="T4">
<label>Table 2C</label>
<caption><p>AD no-psychosis group at 8-year follow-up.</p></caption> 
<table frame="box" rules="all">
<thead>
<tr style="background-color:&#x00023;919498;color:&#x00023;ffffff">
<th/>
<th valign="top" align="center"><bold>&#x003C1; value</bold></th>
<th valign="top" align="center"><bold><italic>P</italic> value</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">A&#x003B2;<sub>42</sub>/AS</td>
<td valign="top" align="center">&#x02212;0.24</td>
<td valign="top" align="center">0.5</td>
</tr> <tr>
<td valign="top" align="left">T-tau/AS</td>
<td valign="top" align="center">0.45</td>
<td valign="top" align="center">0.01</td>
</tr> <tr>
<td valign="top" align="left">p-tau<sub>181</sub>/AS</td>
<td valign="top" align="center">0.52</td>
<td valign="top" align="center">0.001</td>
</tr> <tr>
<td valign="top" align="left">MMSE/AS</td>
<td valign="top" align="center">0.39</td>
<td valign="top" align="center">0.6</td>
</tr> <tr>
<td valign="top" align="left">NPI/AS</td>
<td valign="top" align="center">0.48</td>
<td valign="top" align="center">0.05</td>
</tr>
<tr>
<td valign="top" align="left">UPDRS (III)/AS</td>
<td valign="top" align="center">0.52</td>
<td valign="top" align="center">0.05</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap position="float" id="T5">
<label>Table 2D</label>
<caption><p>AD no-psychosis group at 4-year follow-up.</p></caption> 
<table frame="box" rules="all">
<thead>
<tr style="background-color:&#x00023;919498;color:&#x00023;ffffff">
<th/>
<th valign="top" align="center"><bold>&#x003C1; value</bold></th>
<th valign="top" align="center"><bold><italic>P</italic> value</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">A&#x003B2;<sub>42</sub>/AS</td>
<td valign="top" align="center">&#x02212;0.31</td>
<td valign="top" align="center">0.7</td>
</tr> <tr>
<td valign="top" align="left">T-tau/AS</td>
<td valign="top" align="center">0.51</td>
<td valign="top" align="center">0.01</td>
</tr> <tr>
<td valign="top" align="left">p-tau<sub>181</sub>/AS</td>
<td valign="top" align="center">0.57</td>
<td valign="top" align="center">0.001</td>
</tr> <tr>
<td valign="top" align="left">MMSE/AS</td>
<td valign="top" align="center">0.36</td>
<td valign="top" align="center">0.7</td>
</tr> <tr>
<td valign="top" align="left">NPI/AS</td>
<td valign="top" align="center">0.45</td>
<td valign="top" align="center">0.05</td>
</tr>
<tr>
<td valign="top" align="left">UPDRS (III)/AS</td>
<td valign="top" align="center">0.49</td>
<td valign="top" align="center">0.05</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap position="float" id="T6">
<label>Table 2E</label>
<caption><p>AD no-psychosis group at 2-year follow-up.</p></caption> 
<table frame="box" rules="all">
<thead>
<tr style="background-color:&#x00023;919498;color:&#x00023;ffffff">
<th/>
<th valign="top" align="center"><bold>&#x003C1; value</bold></th>
<th valign="top" align="center"><bold><italic>P</italic> value</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">A&#x003B2;<sub>42</sub>/AS</td>
<td valign="top" align="center">&#x02212;0.4</td>
<td valign="top" align="center">0.5</td>
</tr> <tr>
<td valign="top" align="left">T-tau/AS</td>
<td valign="top" align="center">0.43</td>
<td valign="top" align="center">0.01</td>
</tr> <tr>
<td valign="top" align="left">p-tau<sub>181</sub>/AS</td>
<td valign="top" align="center">0.51</td>
<td valign="top" align="center">0.001</td>
</tr> <tr>
<td valign="top" align="left">MMSE/AS</td>
<td valign="top" align="center">0.38</td>
<td valign="top" align="center">0.6</td>
</tr> <tr>
<td valign="top" align="left">NPI/AS</td>
<td valign="top" align="center">0.46</td>
<td valign="top" align="center">0.05</td>
</tr>
<tr>
<td valign="top" align="left">UPDRS (III)/AS</td>
<td valign="top" align="center">0.48</td>
<td valign="top" align="center">0.05</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap position="float" id="T7">
<label>Table 2F</label>
<caption><p>AD psychosis group at 4-year follow-up.</p></caption> 
<table frame="box" rules="all">
<thead>
<tr style="background-color:&#x00023;919498;color:&#x00023;ffffff">
<th/>
<th valign="top" align="center"><bold>&#x003C1; value</bold></th>
<th valign="top" align="center"><bold><italic>P</italic> value</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">A&#x003B2;<sub>42</sub>/AS</td>
<td valign="top" align="center">&#x02212;0.32</td>
<td valign="top" align="center">0.6</td>
</tr> <tr>
<td valign="top" align="left">T-tau/AS</td>
<td valign="top" align="center">0.4</td>
<td valign="top" align="center">0.01</td>
</tr> <tr>
<td valign="top" align="left">p-tau<sub>181</sub>/AS</td>
<td valign="top" align="center">0.52</td>
<td valign="top" align="center">0.001</td>
</tr> <tr>
<td valign="top" align="left">MMSE/AS</td>
<td valign="top" align="center">0.4</td>
<td valign="top" align="center">0.6</td>
</tr> <tr>
<td valign="top" align="left">NPI/AS</td>
<td valign="top" align="center">0.42</td>
<td valign="top" align="center">0.05</td>
</tr>
<tr>
<td valign="top" align="left">UPDRS (III)/AS</td>
<td valign="top" align="center">0.52</td>
<td valign="top" align="center">0.01</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap position="float" id="T8">
<label>Table 2G</label>
<caption><p>AD psychosis group at 2-year follow-up.</p></caption> 
<table frame="box" rules="all">
<thead>
<tr style="background-color:&#x00023;919498;color:&#x00023;ffffff">
<th/>
<th valign="top" align="center"><bold>&#x003C1; value</bold></th>
<th valign="top" align="center"><bold><italic>P</italic> value</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">A&#x003B2;<sub>42</sub>/AS</td>
<td valign="top" align="center">&#x02212;0.42</td>
<td valign="top" align="center">0.7</td>
</tr> <tr>
<td valign="top" align="left">T-tau/AS</td>
<td valign="top" align="center">0.38</td>
<td valign="top" align="center">0.01</td>
</tr> <tr>
<td valign="top" align="left">p-tau<sub>181</sub>/AS</td>
<td valign="top" align="center">0.49</td>
<td valign="top" align="center">0.001</td>
</tr> <tr>
<td valign="top" align="left">MMSE/AS</td>
<td valign="top" align="center">0.35</td>
<td valign="top" align="center">0.8</td>
</tr> <tr>
<td valign="top" align="left">NPI/AS</td>
<td valign="top" align="center">0.4</td>
<td valign="top" align="center">0.05</td>
</tr>
<tr>
<td valign="top" align="left">UPDRS (III)/AS</td>
<td valign="top" align="center">0.48</td>
<td valign="top" align="center">0.05</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>AS, alpha-synuclein; A&#x003B2;<sub>42</sub>, A&#x003B2;<sub>42</sub> protein; T-tau, total tau protein, p-tau<sub>181</sub>, p-tau<sub>181</sub> protein; MMSE, Mini Mental State Examination; NPI, Neuropsychiatric Inventory; UPDRS (III), Unified Parkinson&#x00027;s Disease Rating Scale.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec>
<title>Comparisons between subgroups</title>
<p>Comparisons between subgroups were carried out to assess the predictive value of the biomarkers and clinical parameters for PS during follow-up.</p>
</sec>
<sec>
<title>Comparison of the AD-PS group with the AD-No PS subgroup at 8 years of follow-up</title>
<p>As compared with the AD-no PS subgroup 8 years after diagnosis (n = 37), the AD-PS group (n = 50) still exhibited lower AS levels (<italic>p</italic> &#x0003C; 0.006) and p-tau<sub>181</sub> (<italic>p</italic> &#x0003C; 0.01), and higher scores on the NPI (<italic>p</italic> &#x0003C; 0.001) and the UPDRS III (<italic>p</italic> &#x0003C; 0.002). No other differences were found in the remaining variables, except in relation to <italic>APOE</italic> genotype (<italic>p</italic> &#x0003C; 0.001); however, these data were only available for a subset of patients (only 19 patients from the AD-PS group and two from the AD-No PS subgroup 8 years after diagnosis) (<xref ref-type="table" rid="T1">Table 1</xref>, <xref ref-type="supplementary-material" rid="SM1">Supplementary Table 2</xref>). Correlation coefficients representing the associations between motor/cognitive scores and AS levels and other CSF biomarkers in the diagnostic groups and subgroups are presented in <xref ref-type="table" rid="T2">Table 2</xref>. In the AD-No PS subgroup with 8 years of follow-up, CSF level of AS CSF was positively correlated with T-tau (&#x003C1; = 0.45, <italic>p</italic> &#x0003C; 0.01), p-tau<sub>181</sub> (&#x003C1; = 0.52, <italic>p</italic> &#x0003C; 0.001), NPI score (&#x003C1; = 0.48, <italic>p</italic> &#x0003C; 0.05), and UPDRS (III) score (&#x003C1; = 0.52, <italic>p</italic> &#x0003C; 0.05) (<xref ref-type="table" rid="T2">Tables 2A</xref>&#x02013;<xref ref-type="table" rid="T4">C</xref>).</p>
</sec>
<sec>
<title>Comparison of the AD-PS subgroup with the AD-No PS subgroup at 4 years of follow-up</title>
<p>In a comparison of the subgroups limited to those patients with at least 4 years of follow-up, the AD-PS subgroup (<italic>n</italic> = 37) exhibited lower levels of AS (<italic>p</italic> &#x0003C; 0.001), A&#x003B2;<sub>42</sub> (<italic>p</italic> &#x0003C; 0.004), and p-tau<sub>181</sub> (<italic>p</italic> &#x0003C; 0.01) and a lower ratio of AS/p-tau<sub>181</sub> (<italic>p</italic> &#x0003C; 0.02) as compared with the AD-No PS subgroup (n = 43). Clinically, the AD-PS subgroup had lower MMSE (<italic>p</italic> &#x0003C; 0.01) and IADL scores (<italic>p</italic> &#x0003C; 0.02) and higher UPDRS III scores (<italic>p</italic> &#x0003C; 0.04). Finally, the proportion of patients in this subgroup with the APOE- &#x003B5;4 genotype was lower (<italic>p</italic> &#x0003C; 0.05; analysis limited to 61 of 80 patients), and patients in this subgroup had higher Fazekas MRI scores for white matter pathology (<italic>p</italic> &#x0003C; 0.02). No other differences were found in the remaining variables (<xref ref-type="table" rid="T1">Table 1</xref>, <xref ref-type="supplementary-material" rid="SM1">Supplementary Table 3</xref>). Correlation coefficients representing the associations between motor/cognitive scores and AS levels and other CSF biomarkers in the diagnostic subgroups are presented in <xref ref-type="table" rid="T5">Tables 2D</xref>, <xref ref-type="table" rid="T7">F</xref>. In both subgroups, CSF level of AS was positively correlated with T-tau (AD-PS subgroup: &#x003C1; = 0.4, <italic>p</italic> &#x0003C; 0.01; AD-No PS subgroup: &#x003C1; = 0.51, <italic>p</italic> &#x0003C; 0.01), p-tau<sub>181</sub> (AD-PS subgroup: &#x003C1; = 0.52, <italic>p</italic> &#x0003C; 0.001; AD-No PS subgroup: &#x003C1; = 0.57, <italic>p</italic> &#x0003C; 0.001), NPI score (AD-PS subgroup: &#x003C1; = 0.42, <italic>p</italic> &#x0003C; 0.05; AD-No PS subgroup: &#x003C1; = 0.45, <italic>p</italic> &#x0003C; 0.05), and UPDRS (III) score (AD-PS subgroup: &#x003C1; = 0.52, <italic>p</italic> &#x0003C; 0.01; AD-No PS subgroup: &#x003C1; = 0.49, <italic>p</italic> &#x0003C; 0.05).</p>
</sec>
<sec>
<title>Comparison of the AD-PS subgroup with the AD-No PS subgroup at 2-year follow-up</title>
<p>Since we were investigating the prognostic value of the biomarkers, we also compared subgroups at the shortest period of follow-up: that is, patients with only a 2-year follow-up period. This AD-PS subgroup (<italic>n</italic> =23) exhibited lower levels of AS (<italic>p</italic> &#x0003C; 0.002) and A&#x003B2;<sub>42</sub> (<italic>p</italic> &#x0003C; 0.02) and a lower ratio of AS/p-tau<sub>181</sub> (<italic>p</italic> &#x0003C; 0.05) as compared with the AD-No PS subgroup (<italic>n</italic> =29). The AD-PS subgroup also had a lower rate of amnestic MCI (<italic>p</italic> &#x0003C; 0.02), a lower proportion of patients with the <italic>APOE</italic>- &#x003B5;4 genotype (<italic>p</italic> &#x0003C; 0.05, data limited to 42 of 52 patients), and lower IADL scores (<italic>p</italic> &#x0003C; 0.02), but they had higher NPI scores (<italic>p</italic> &#x0003C; 0.02). No other differences were found in the remaining variables (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table 4</xref>). Correlation coefficients representing the associations between motor/cognitive scores and AS levels and other CSF biomarkers in the diagnostic subgroups are presented in <xref ref-type="table" rid="T2">Table 2</xref>. In both subgroups, CSF level of AS was positively correlated with T-tau (AD-PS subgroup: &#x003C1; = 0.38, <italic>p</italic> &#x0003C; 0.01; AD-No PS subgroup: &#x003C1; = 0.43, <italic>p</italic> &#x0003C; 0.01), p-tau<sub>181</sub> (AD-PS subgroup: &#x003C1; = 0.49, <italic>p</italic> &#x0003C; 0.001; AD-No PS subgroup: &#x003C1; = 0.51, <italic>p</italic> &#x0003C; 0.001), NPI score (AD-PS subgroup: &#x003C1; = 0.40, <italic>p</italic> &#x0003C; 0.05; AD-No PS subgroup: &#x003C1; = 0.46, <italic>p</italic> &#x0003C; 0.05), and UPDRS (III) score (AD-PS subgroup: &#x003C1; = 0.48, <italic>p</italic> &#x0003C; 0.01; AD-No PS subgroup: &#x003C1; = 0.48, <italic>p</italic> &#x0003C; 0.05) (<xref ref-type="table" rid="T6">Tables 2E</xref>, <xref ref-type="table" rid="T8">G</xref>).</p>
</sec>
<sec>
<title>Comparison of the AD-No PS group with the control group</title>
<p>In comparison to the control group, the AD-No PS group exhibited higher levels of AS (<italic>p</italic> &#x0003C; 0.04), T-tau (<italic>p</italic> &#x0003C; 0.0001), and p-tau<sub>181</sub> (<italic>p</italic> &#x0003C; 0.0001); higher ratios of T-tau/A&#x003B2;<sub>42</sub> (<italic>p</italic> &#x0003C; 0.0001) and p-tau<sub>181</sub>/A&#x003B2;<sub>42</sub> (<italic>p</italic> &#x0003C; 0.0001); lower levels of A&#x003B2;<sub>42</sub> (<italic>p</italic> &#x0003C; 0.0001); and a lower AS/p-tau<sub>181</sub> ratio (<italic>p</italic> &#x0003C; 0.001). Clinically, they had higher IQCODE scores (<italic>p</italic> &#x0003C; 0.0001) and a higher incidence of the <italic>APOE</italic>- &#x003B5;4 genotype (<italic>p</italic> &#x0003C; 0.01; data limited to 61 of 99 patients), but had lower scores on the Pittsburgh sleep quality index (<italic>p</italic> &#x0003C; 0.02), MMSE (<italic>p</italic> &#x0003C; 0.0001), and IADL (<italic>p</italic> &#x0003C; 0.001). No other differences were found (<xref ref-type="table" rid="T1">Table 1</xref>, <xref ref-type="supplementary-material" rid="SM1">Supplementary Table 5</xref>).</p>
</sec>
<sec>
<title>ROC curves</title>
<p>ROC curves were defined in order to assess the diagnostic value of AS. Taking an AS level of 1,257 as the cutoff, the use of this threshold showed sensitivity equal to or &#x0003E;80% in differentiating between the groups and subgroups analyzed (<xref ref-type="table" rid="T9">Table 3</xref>). The NPV reached 80% in differentiating between the AD-PS and AD-No PS groups (<xref ref-type="table" rid="T9">Table 3</xref>).</p>
<table-wrap position="float" id="T9">
<label>Table 3</label>
<caption><p>ROC curves for AS level at a cutoff of 1,257 pg/ml as a differentiator between AD groups and subgroups.</p></caption> 
<table frame="box" rules="all">
<thead>
<tr style="background-color:&#x00023;919498;color:&#x00023;ffffff">
<th valign="top" align="left"><bold>Groups and subgroups compared</bold></th>
<th valign="top" align="center"><bold>AUC [95% CI]</bold></th>
<th valign="top" align="center"><bold>Sensitivity (%)</bold></th>
<th valign="top" align="center"><bold>Specificity (%)</bold></th>
<th valign="top" align="center"><bold>PPV (%) [95% CI]</bold></th>
<th valign="top" align="center"><bold>NPV (%) [95% CI]</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">AD-PS (<italic>n =</italic> 50) vs. AD- NO PS (<italic>n =</italic> 80)</td>
<td valign="top" align="center">0.71 [0.61&#x02013;0.80]</td>
<td valign="top" align="center">80</td>
<td valign="top" align="center">46</td>
<td valign="top" align="center">48 [39.3&#x02013;57]</td>
<td valign="top" align="center">80 [74&#x02013;87]</td>
</tr> <tr>
<td valign="top" align="left">AD-PS (<italic>n =</italic> 50) vs. AD-NO PS 8 years (<italic>n =</italic> 37)</td>
<td valign="top" align="center">0.67 [0.55&#x02013;078]</td>
<td valign="top" align="center">80</td>
<td valign="top" align="center">35</td>
<td valign="top" align="center">63 [56.2&#x02013;71]</td>
<td valign="top" align="center">57 [50.2&#x02013;66]</td>
</tr> <tr>
<td valign="top" align="left">AD-PSY at 4 years (<italic>n =</italic> 37) vs. AD- NO PS at 4 years (<italic>n =</italic> 43)</td>
<td valign="top" align="center">0.73 [0.61&#x02013;0.83]</td>
<td valign="top" align="center">81</td>
<td valign="top" align="center">47</td>
<td valign="top" align="center">60 [53&#x02013;69.3]</td>
<td valign="top" align="center">73 [67.2&#x02013;79]</td>
</tr>
<tr>
<td valign="top" align="left">AD-PS at 2 years (<italic>n =</italic> 23) vs. AD-NO PS at 2 years (<italic>n =</italic> 29)</td>
<td valign="top" align="center">0.75 [0.62&#x02013;0.88]</td>
<td valign="top" align="center">83</td>
<td valign="top" align="center">45</td>
<td valign="top" align="center">61 [54&#x02013;69.5]</td>
<td valign="top" align="center">75 [69&#x02013;84.2]</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>AUC, area under the curve; PPV, positive predictive value; NPV, negative predictive value; CI, confidence interval.</p>
</table-wrap-foot>
</table-wrap>
</sec></sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>This study indicated that AS is a valuable CSF biomarker for prediction of PS in a prodromal AD patient cohort. Among the other CSF biomarkers, p-tau<sub>181</sub>, AS/p-tau<sub>181</sub> ratio, and A&#x003B2;<sub>42</sub> also reached the threshold, but displayed lower diagnostic validity for this purpose.</p>
<p>The presence of psychotic symptoms in AD is reportedly associated with AS and/or tau cerebral pathologies (<xref ref-type="bibr" rid="B8">8</xref>). The pathogenic relationship between AS and PS is recognized because of their common implication of cerebral dopamine levels (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B24">24</xref>). Increased AS affects dopamine neurotransmission at multiple levels, particularly in decreasing dopamine synthesis (<xref ref-type="bibr" rid="B23">23</xref>). Moreover, dopamine influences the aggregation of AS in the nervous system, which results in AS oligomers and unique dopamine-induced oligomeric conformations (<xref ref-type="bibr" rid="B24">24</xref>). Selective alterations in dopamine receptor density have been found <italic>postmortem</italic> and <italic>in vivo</italic> in patients with AD and PS; these alterations may be associated with distinct clinical profiles (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B22">22</xref>).</p>
<p>In the present study, lower CSF levels of AS were found in the AD-PS group than in the AD-No PS group. Such a decrease may be associated with the cerebral deposition of AS, forming Lewy bodies in alpha-synucleinopathies (<xref ref-type="bibr" rid="B46">46</xref>, <xref ref-type="bibr" rid="B47">47</xref>). A number of studies have reported AS pathology in approximately 50% of autopsied patients with AD (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B36">36</xref>). Patients with AD and AS tend to exhibit amplified deterioration, typically enduring more severe symptoms and shorter duration of survival (<xref ref-type="bibr" rid="B47">47</xref>), which may contribute to a distinctive clinical profile within AD (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B22">22</xref>). Evidence from other studies suggests that AS might be involved in the development of AD from the very early stages of A&#x003B2; pathology formation (<xref ref-type="bibr" rid="B48">48</xref>), as well as tau hyperphosphorylation (<xref ref-type="bibr" rid="B26">26</xref>). These data suggest that AS is involved in the pathophysiology of AD (<xref ref-type="bibr" rid="B26">26</xref>). Early identification of this condition in patients with AD, including quantification of CSF AS, should enable provision of a better treatment plan and improvements in prognosis (<xref ref-type="bibr" rid="B37">37</xref>).</p>
<p>The AD-No PS group exhibited higher levels of AS than the control group, particularly during the first 4 years after diagnosis. These results were in line with those of previous studies, with short follow-up periods and without follow-up, than have taken PS into account in the clinical description or evolution (<xref ref-type="bibr" rid="B27">27</xref>&#x02013;<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B32">32</xref>&#x02013;<xref ref-type="bibr" rid="B36">36</xref>). The increase in AS observed in AD patients is based on evidence on elevated AS in the brain tissue of patients with AD (<xref ref-type="bibr" rid="B49">49</xref>) and/or the neuronal damage related to AD (<xref ref-type="bibr" rid="B33">33</xref>). This increase in CSF levels of AS in AD patients is associated with the accumulation of amyloid plaques (<xref ref-type="bibr" rid="B26">26</xref>) and tau proteins (<xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B50">50</xref>, <xref ref-type="bibr" rid="B51">51</xref>). These results are in accordance with the lower levels of A&#x003B2;<sub>42</sub>, higher levels of p-tau<sub>181</sub>, and higher AS/p-tau<sub>181</sub> ratio observed in the AD-No PS group in the present study. In a previous study, PS was found to be associated with tau phosphorylation abnormalities (<xref ref-type="bibr" rid="B8">8</xref>). Nevertheless, although that association should be female-specific, the incidence of PS in AD should be more likely among men because of the nature of AS pathology (<xref ref-type="bibr" rid="B8">8</xref>). To our knowledge, no gender differences have been described in the relationship of PS with A&#x003B2;<sub>42</sub> protein and the ratio of AS/p-tau<sub>181</sub>.</p>
<p>In this study, the decrease in the aforementioned ratio among the AD-PS group was more attributable to lower levels of AS than to a clear decrease in the levels of p-tau<sub>181</sub>. Another independent report, on a longitudinal study of AD, has found that lower values for this ratio predict faster cognitive decline (<xref ref-type="bibr" rid="B35">35</xref>).</p>
<p>The sensitivity of AS in differentiating between the AD-PS and AD-No PS groups is notable, considering the ability to predict the occurrence of PS, which requires specific pharmacologic intervention. The emergence of PS is associated with endogenous and exogenous factors, including underlying biological and/or genetic predispositions in the individual (<xref ref-type="bibr" rid="B2">2</xref>). Regarding endogenous factors, of the dopaminergic factors mentioned above, certain alterations to the cholinergic (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B52">52</xref>&#x02013;<xref ref-type="bibr" rid="B56">56</xref>) and serotoninergic systems (<xref ref-type="bibr" rid="B57">57</xref>, <xref ref-type="bibr" rid="B58">58</xref>) are related to the occurrence of PS in AD. In terms of exogenous factors, sleep quality, familial relationships with caregivers, medical antecedents, schooling, and capacity to engage in activities of daily living should influence the emergence of PS in AD (<xref ref-type="bibr" rid="B2">2</xref>). No significant differences at the time of inclusion were found between the AD groups on any of these variables, including demographic and radiological data, indicating the high level of homogeneity between the groups included in this study.</p>
<p>Clinical NPI and UPDRS (III) scores increased among the PS group over the period following inclusion. These data may be concordant with abnormal dopaminergic status, which is probably related to the amount of cortical and subcortical Lewy bodies (<xref ref-type="bibr" rid="B59">59</xref>). To date, the concept of mixed AD &#x0002B; dementia with Lewy bodies is accepted in neuropathological settings as a difficult clinical diagnosis, with a lack of biomarkers to assist identification (<xref ref-type="bibr" rid="B60">60</xref>). Quantification of CSF level of AS may facilitate this objective (<xref ref-type="bibr" rid="B61">61</xref>). Positive correlations were observed between AS levels, such scores, and tau protein levels in both AD groups and in the subgroups. These findings in the initial stages of AD support the involvement of AS in the pathogenesis of AD (<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B52">52</xref>).</p>
<p>Alzheimer&#x00027;s disease is considered to be a clinical&#x02013;biological entity (<xref ref-type="bibr" rid="B1">1</xref>). Our data and data presented in previous publications (<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B32">32</xref>&#x02013;<xref ref-type="bibr" rid="B37">37</xref>) support the added value of measurement of CSF levels of AS in further characterization of the CSF AD biomarker profile. The contradictory results published in some previous reports regarding the potential use of CSF level of AS as a diagnostic biomarker for AD may be attributable to various factors, including reduced sample size, uncertain diagnosis and/or uncontrolled follow-up, enrolment of patients at different stages of the disease, differences in age, and lack of control for blood contamination, among others (<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B62">62</xref>&#x02013;<xref ref-type="bibr" rid="B65">65</xref>). The current AT (N) classification for a biological definition of AD has been defined as flexible, meaning that new biomarkers can be added when they become available (<xref ref-type="bibr" rid="B40">40</xref>), and there is a need for more biomarkers, such as AS, indicating other aspects of the mechanisms of the disease (<xref ref-type="bibr" rid="B66">66</xref>&#x02013;<xref ref-type="bibr" rid="B69">69</xref>).</p>
<p>Beta-synuclein is another member of the synuclein family and is emerging as a reliable synaptic marker in CSF and blood for AD and prion disease (<xref ref-type="bibr" rid="B70">70</xref>, <xref ref-type="bibr" rid="B71">71</xref>). In the study by Barba et al., increased levels of CSF AS were observed in pre-AD patients, but not in MCI-AD or dementia-AD. Beta-synuclein was elevated in all AD continuum subgroups. Elevated CSF levels of both beta-synuclein and AS in pre-AD may reflect the earliest synaptic dysfunction occurring in AD. Decreased AS levels may indicate the presence of &#x003B1;-synucleinopathy, whereas beta-synuclein concentrations are not influenced by the presence of synucleinopathy or by blood contamination, which instead affects AS measurements.</p>
<p>In this study, the handling of the samples was performed as per recommended operating procedures (<xref ref-type="bibr" rid="B72">72</xref>). CSF samples with &#x0003C; 50 red blood cells/&#x003BC;L were included (<xref ref-type="bibr" rid="B28">28</xref>), and the reagents used had been validated in a Europe-wide inter-laboratory study (<xref ref-type="bibr" rid="B45">45</xref>). These points of analytical and methodological validity are critical for the value of these results. Nevertheless, in relation to protein-misfolding cyclic amplification (PMCA) and real-time quaking-induced conversion (RT-QuIC), ultrasensitive protein amplification assays for the detection of misfolded protein aggregates could also offer diagnostic reliability for AS levels in CSF. In particular, RT-QuIC assay has demonstrated high specificity and sensitivity for detection of CSF AS aggregation in patients with synucleinopathies when compared to AD patients and controls (<xref ref-type="bibr" rid="B73">73</xref>&#x02013;<xref ref-type="bibr" rid="B75">75</xref>). The possibility of analyzing the cholinergic, glutamatergic, and serotoninergic pathways with these techniques should be of great interest for completion of the study of PS in AD patients.</p>
<p>The main limitation of this study was the lack of neuropathological confirmation. Nevertheless, to our knowledge, the long clinical follow-up period of the patients was among the longest across all published studies. The clinical and biological data were very conclusive. However, the ability of caregivers to control behavioral disturbances was not tested, and a portion of the AD-No PS group had an incomplete period of follow-up in which the emergence of PS could be excluded. Finally, the lack of data on APOE genotype in patients recruited during the first 5 years of the study was another limitation.</p>
<p>In conclusion, the quantification of CSF AS in patients with prodromal AD allows for prediction of the emergence of PS during the subsequent 8 years with high sensitivity. In this regard, early identification will enable the provision of better treatment plans and improvements in prognosis. Future biomarker panels, including the biological study of cholinergic and serotoninergic pathways, will probably enable more complete prediction of PS in AD.</p></sec>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">Supplementary material</xref>, further inquiries can be directed to the corresponding authors.</p></sec>
<sec sec-type="ethics-statement" id="s6">
<title>Ethics statement</title>
<p>The studies involving human participants were reviewed and approved by Ethical Committee of University General Hospital Dr. Balmis. Alicante, Ref number: PI2020/250. The patients/participants provided their written informed consent to participate in this study.</p></sec>
<sec sec-type="author-contributions" id="s7">
<title>Author contributions</title>
<p>All authors listed have made a substantial, direct, and intellectual contribution to the work and approved it for publication.</p></sec>
</body>
<back>
<sec sec-type="funding-information" id="s8">
<title>Funding</title>
<p>This study was partially funded by an ISABIAL grant (2020-286) to J-AM-A and by the Direcci&#x000F3; General de Ci&#x000E8;ncia I Investigaci&#x000F3;, Generalitat Valenciana to JS-V (AICO/2021/308). M-&#x000C1;C-G was supported by a BEFPI fellowship from the Generalitat Valenciana.</p>
</sec>
<ack><p>The authors are thankful to the outpatient unit and the Biobank at the Dr. Balmis General University Hospital. We also acknowledge support for acquisition of some of the reagents from Novartis Spain, Danone Spain, KRKA Spain, and Neuraxpharm Spain.</p>
</ack>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of interest</title>
<p>The 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="s9">
<title>Publisher&#x00027;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>
<sec sec-type="supplementary-material" id="s10">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fneur.2023.1124145/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fneur.2023.1124145/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<fn-group>
<title>Abbreviations</title>
<fn fn-type="abbr"><p>AD, Alzheimer&#x00027;s disease; AS, alpha-synuclein; PS, psychotic symptoms; CSF, cerebrospinal fluid; LP, lumbar puncture; MCI, mild cognitive impairment; IADL, instrumental activities of daily living; MMSE, Mini Mental State Examination; IQCODE, Informant Questionnaire on Cognitive Decline in the Elderly; NPI, Neuropsychiatric Inventory; PSQI, Pittsburgh Sleep Quality Index; UPDRS III, Unified Parkinson Disease Rating Scale; A<inline-formula><mml:math id="M1"><mml:msubsup><mml:mrow><mml:mtext>&#x003B2;</mml:mtext></mml:mrow><mml:mrow><mml:mn>42</mml:mn></mml:mrow><mml:mrow><mml:mo>,</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula> A&#x003B2;<sub>1&#x02212;42</sub> protein; T-tau, total tau protein; P-tau<sub>181</sub>, phosphorylated tau 181.</p></fn></fn-group>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dubois</surname> <given-names>B</given-names></name> <name><surname>Villain</surname> <given-names>N</given-names></name> <name><surname>Frisoni</surname> <given-names>GB</given-names></name> <name><surname>Rabinovici</surname> <given-names>GD</given-names></name> <name><surname>Sabbagh</surname> <given-names>M</given-names></name> <name><surname>Cappa</surname> <given-names>S</given-names></name> <etal/></person-group>. <article-title>Clinical diagnosis of Alzheimer&#x00027;s disease: recommendations of the International Working Group</article-title>. <source>Lancet Neurol.</source> (<year>2021</year>) <volume>20</volume>:<fpage>484</fpage>&#x02013;<lpage>96</lpage>. <pub-id pub-id-type="doi">10.1016/S1474-4422(21)00066-1</pub-id><pub-id pub-id-type="pmid">33933186</pub-id></citation></ref>
<ref id="B2">
<label>2.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ballard</surname> <given-names>C</given-names></name> <name><surname>Kales</surname> <given-names>HC</given-names></name> <name><surname>Lyketsos</surname> <given-names>C</given-names></name> <name><surname>Aarsland</surname> <given-names>D</given-names></name> <name><surname>Creese</surname> <given-names>B</given-names></name> <name><surname>Mills</surname> <given-names>R</given-names></name> <etal/></person-group>. <article-title>Psychosis in Alzheimer&#x00027;s disease</article-title>. <source>Curr Neurol Neurosci Rep.</source> (<year>2020</year>) <volume>20</volume>:<fpage>57</fpage>. <pub-id pub-id-type="doi">10.1007/s11910-020-01074-y</pub-id><pub-id pub-id-type="pmid">33048274</pub-id></citation></ref>
<ref id="B3">
<label>3.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cummings</surname> <given-names>J</given-names></name> <name><surname>Cortez-Pinto</surname> <given-names>L</given-names></name> <name><surname>Cruz</surname> <given-names>M</given-names></name> <name><surname>Fischer</surname> <given-names>CE</given-names></name> <name><surname>Gerritsen</surname> <given-names>DL</given-names></name> <name><surname>Grossberg</surname> <given-names>GT</given-names></name> <etal/></person-group>. <article-title>Criteria for psychosis in major and mild neurocognitive disorders: International Psychogeriatric Association. Consensus clinical and research definition</article-title>. <source>Am J Geriatr Psychiatry.</source> (<year>2020</year>) <volume>28</volume>:<fpage>1256</fpage>&#x02013;<lpage>69</lpage>. <pub-id pub-id-type="doi">10.1016/j.jagp.2020.09.002</pub-id><pub-id pub-id-type="pmid">32958332</pub-id></citation></ref>
<ref id="B4">
<label>4.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jeste</surname> <given-names>DV</given-names></name> <name><surname>Finkel</surname> <given-names>SI</given-names></name></person-group>. <article-title>Psychosis of Alzheimer&#x00027;s disease and related dementias: diagnostic criteria for a distinct syndrome</article-title>. <source>Am J Geriatr Psychiatry.</source> (<year>2000</year>) <volume>8</volume>:<fpage>29</fpage>&#x02013;<lpage>34</lpage>. <pub-id pub-id-type="doi">10.1097/00019442-200002000-00004</pub-id><pub-id pub-id-type="pmid">10648292</pub-id></citation></ref>
<ref id="B5">
<label>5.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Haupt</surname> <given-names>M</given-names></name> <name><surname>Kurz</surname> <given-names>A</given-names></name> <name><surname>Janner</surname> <given-names>M</given-names></name></person-group>. <article-title>A 2-year follow-up of behavioural and psychological symptoms in Alzheimer&#x00027;s disease</article-title>. <source>Dement Geriatr Cogn Disord.</source> (<year>2000</year>) <volume>11</volume>:<fpage>147</fpage>&#x02013;<lpage>52</lpage>. <pub-id pub-id-type="doi">10.1159/000017228</pub-id><pub-id pub-id-type="pmid">10765045</pub-id></citation></ref>
<ref id="B6">
<label>6.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ballard</surname> <given-names>C</given-names></name> <name><surname>Gray</surname> <given-names>A</given-names></name> <name><surname>Ayre</surname> <given-names>G</given-names></name></person-group>. <article-title>Psychotic symptoms, aggression and restlessness in dementia</article-title>. <source>Rev Neurol (Paris).</source> (<year>1999</year>) <volume>155</volume>:<fpage>S44</fpage>&#x02013;<lpage>52</lpage>.<pub-id pub-id-type="pmid">10637938</pub-id></citation></ref>
<ref id="B7">
<label>7.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Stern</surname> <given-names>RG</given-names></name> <name><surname>Mohs</surname> <given-names>RC</given-names></name> <name><surname>Davidson</surname> <given-names>M</given-names></name> <name><surname>Schmeidler</surname> <given-names>J</given-names></name> <name><surname>Silverman</surname> <given-names>J</given-names></name> <name><surname>Kramer-Ginsberg</surname> <given-names>E</given-names></name> <etal/></person-group>. <article-title>A longitudinal study of Alzheimer&#x00027;s disease: measurement, rate and predictors of cognitive deterioration</article-title>. <source>Am J Psychiatry.</source> (<year>1994</year>) <volume>151</volume>:<fpage>390</fpage>&#x02013;<lpage>6</lpage>. <pub-id pub-id-type="doi">10.1176/ajp.151.3.390</pub-id><pub-id pub-id-type="pmid">8109647</pub-id></citation></ref>
<ref id="B8">
<label>8.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Koppel</surname> <given-names>J</given-names></name> <name><surname>Acker</surname> <given-names>C</given-names></name> <name><surname>Davies</surname> <given-names>P</given-names></name> <name><surname>Lopez</surname> <given-names>OL</given-names></name> <name><surname>Jimenez</surname> <given-names>H</given-names></name> <name><surname>Azose</surname> <given-names>M</given-names></name> <etal/></person-group>. <article-title>Psychotic Alzheimer&#x00027;s disease is associated with gender-specific tau phosphorylation abnormalities</article-title>. <source>Neurobiol Aging.</source> (<year>2014</year>) <volume>35</volume>:<fpage>2021</fpage>&#x02013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1016/j.neurobiolaging.2014.03.003</pub-id><pub-id pub-id-type="pmid">24731519</pub-id></citation></ref>
<ref id="B9">
<label>9.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sweet</surname> <given-names>RA</given-names></name> <name><surname>Nimgoankar</surname> <given-names>VL</given-names></name> <name><surname>Devlin</surname> <given-names>B</given-names></name> <name><surname>Jeste</surname> <given-names>DV</given-names></name></person-group>. <article-title>Psychotic symptoms in Alzheimer&#x00027;s disease: evidence for a distinct phenotype</article-title>. <source>Mol Psychiatry.</source> (<year>2003</year>) <volume>8</volume>:<fpage>383</fpage>&#x02013;<lpage>92</lpage>. <pub-id pub-id-type="doi">10.1038/sj.mp.4001262</pub-id><pub-id pub-id-type="pmid">12740595</pub-id></citation></ref>
<ref id="B10">
<label>10.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ropacki</surname> <given-names>SA</given-names></name> <name><surname>Jeste</surname> <given-names>DV</given-names></name></person-group>. <article-title>Epidemiology of and risk factors for psychosis of Alzheimer&#x00027;s disease: a review of 55 studies published from 1990 to 2003</article-title>. <source>Am J Psychiatr.</source> (<year>2005</year>) <volume>162</volume>:<fpage>2022</fpage>&#x02013;<lpage>30</lpage>. <pub-id pub-id-type="doi">10.1176/appi.ajp.162.11.2022</pub-id><pub-id pub-id-type="pmid">16263838</pub-id></citation></ref>
<ref id="B11">
<label>11.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Scarmeas</surname> <given-names>N</given-names></name> <name><surname>Brandt</surname> <given-names>J</given-names></name> <name><surname>Albert</surname> <given-names>M</given-names></name> <name><surname>Hadjigeorgiou</surname> <given-names>G</given-names></name> <name><surname>Papadimitriou</surname> <given-names>A</given-names></name> <name><surname>Dubois</surname> <given-names>B</given-names></name> <etal/></person-group>. <article-title>Delusions and hallucinations are associated with worse outcome in Alzheimer disease</article-title>. <source>Arch Neurol.</source> (<year>2005</year>) <volume>62</volume>:<fpage>1601</fpage>&#x02013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1001/archneur.62.10.1601</pub-id><pub-id pub-id-type="pmid">16216946</pub-id></citation></ref>
<ref id="B12">
<label>12.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Peters</surname> <given-names>ME</given-names></name> <name><surname>Schwartz</surname> <given-names>S</given-names></name> <name><surname>Han</surname> <given-names>D</given-names></name> <name><surname>Rabins</surname> <given-names>PV</given-names></name> <name><surname>Steinberg</surname> <given-names>M</given-names></name> <name><surname>Tschanz</surname> <given-names>JT</given-names></name> <etal/></person-group>. <article-title>Neuropsychiatric symptoms as predictors of progression to severe Alzheimer&#x00027;s dementia and death: the Cache County dementia progression study</article-title>. <source>Am J Psychiatr.</source> (<year>2015</year>) <volume>172</volume>:<fpage>460</fpage>&#x02013;<lpage>5</lpage>. <pub-id pub-id-type="doi">10.1176/appi.ajp.2014.14040480</pub-id><pub-id pub-id-type="pmid">25585033</pub-id></citation></ref>
<ref id="B13">
<label>13.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wadsworth</surname> <given-names>LP</given-names></name> <name><surname>Lorius</surname> <given-names>N</given-names></name> <name><surname>Donovan</surname> <given-names>NJ</given-names></name> <name><surname>Locascio</surname> <given-names>JJ</given-names></name> <name><surname>Rentz</surname> <given-names>DM</given-names></name> <name><surname>Johnson</surname> <given-names>KA</given-names></name> <etal/></person-group>. <article-title>Neuropsychiatric symptoms and global functional impairment along the Alzheimer&#x00027;s continuum</article-title>. <source>Dement Geriatr Cogn Disord.</source> (<year>2012</year>) <volume>34</volume>:<fpage>96</fpage>&#x02013;<lpage>111</lpage>. <pub-id pub-id-type="doi">10.1159/000342119</pub-id><pub-id pub-id-type="pmid">22922821</pub-id></citation></ref>
<ref id="B14">
<label>14.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zahodne</surname> <given-names>LB</given-names></name> <name><surname>Ornstein</surname> <given-names>K</given-names></name> <name><surname>Cosentino</surname> <given-names>S</given-names></name> <name><surname>Denavand</surname> <given-names>DP</given-names></name> <name><surname>Stern</surname> <given-names>Y</given-names></name></person-group>. <article-title>Longitudinal relationships between Alzheimer disease progression and psychosis, depressed mood and agitation/aggression</article-title>. <source>Am J Geriatr Psychiatry.</source> (<year>2015</year>) <volume>23</volume>:<fpage>130</fpage>&#x02013;<lpage>40</lpage>. <pub-id pub-id-type="doi">10.1016/j.jagp.2013.03.014</pub-id><pub-id pub-id-type="pmid">23871118</pub-id></citation></ref>
<ref id="B15">
<label>15.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Beydoun</surname> <given-names>MA</given-names></name> <name><surname>Beydoun</surname> <given-names>HA</given-names></name> <name><surname>Gamaldo</surname> <given-names>AA</given-names></name> <name><surname>Rostant</surname> <given-names>OS</given-names></name> <name><surname>Dore</surname> <given-names>GA</given-names></name> <name><surname>Zonderman</surname> <given-names>AB</given-names></name> <etal/></person-group>. <article-title>Nationwide inpatient prevalence, predictors, and outcomes of Alzheimer&#x00027;s disease among older adults in the United States, 2002-2012</article-title>. <source>J Alzheimers Dis.</source> (<year>2015</year>) <volume>48</volume>:<fpage>361</fpage>&#x02013;<lpage>75</lpage>. <pub-id pub-id-type="doi">10.3233/JAD-150228</pub-id><pub-id pub-id-type="pmid">26402000</pub-id></citation></ref>
<ref id="B16">
<label>16.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Paulsen</surname> <given-names>JS</given-names></name> <name><surname>Ready</surname> <given-names>RE</given-names></name> <name><surname>Stout</surname> <given-names>JC</given-names></name> <name><surname>Salmon</surname> <given-names>DP</given-names></name> <name><surname>Thal</surname> <given-names>LJ</given-names></name> <name><surname>Grant</surname> <given-names>I</given-names></name> <etal/></person-group>. <article-title>Neurobehaviors and psychotic symptoms in Alzheimer&#x00027;s disease</article-title>. <source>J Int Neuropsychol Soc.</source> (<year>2000</year>) <volume>6</volume>:<fpage>815</fpage>&#x02013;<lpage>20</lpage>. <pub-id pub-id-type="doi">10.1017/S1355617700677081</pub-id><pub-id pub-id-type="pmid">11105471</pub-id></citation></ref>
<ref id="B17">
<label>17.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Weamer</surname> <given-names>EA</given-names></name> <name><surname>Emanuel</surname> <given-names>JE</given-names></name> <name><surname>Varon</surname> <given-names>D</given-names></name> <name><surname>Miyahara</surname> <given-names>S</given-names></name> <name><surname>Wilkosz</surname> <given-names>PA</given-names></name> <name><surname>Lopez</surname> <given-names>OL</given-names></name> <etal/></person-group>. <article-title>The relationship of excess cognitive impairment in MCI and early Alzheimer&#x00027;s disease to the subsequent emergence of psychosis</article-title>. <source>Int Psychogeriatr.</source> (<year>2009</year>) <volume>21</volume>:<fpage>78</fpage>&#x02013;<lpage>85</lpage>. <pub-id pub-id-type="doi">10.1017/S1041610208007734</pub-id><pub-id pub-id-type="pmid">18814807</pub-id></citation></ref>
<ref id="B18">
<label>18.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kales</surname> <given-names>HC</given-names></name> <name><surname>Kim</surname> <given-names>HM</given-names></name> <name><surname>Zivin</surname> <given-names>K</given-names></name> <name><surname>Valenstein</surname> <given-names>M</given-names></name> <name><surname>Scyfried</surname> <given-names>LS</given-names></name> <name><surname>Chiang</surname> <given-names>C</given-names></name> <etal/></person-group>. <article-title>Risk of mortality among individual antipsychotics in patients with dementia</article-title>. <source>Am J Psychiatry.</source> (<year>2012</year>) <volume>169</volume>:<fpage>71</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1176/appi.ajp.2011.11030347</pub-id><pub-id pub-id-type="pmid">22193526</pub-id></citation></ref>
<ref id="B19">
<label>19.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schneider</surname> <given-names>LS</given-names></name> <name><surname>Dagerman</surname> <given-names>K</given-names></name> <name><surname>Insel</surname> <given-names>PS</given-names></name></person-group>. <article-title>Efficacy and adverse effects of atypical antipsychotics for dementia: meta-analysis of randomized, placebo-controlled trials</article-title>. <source>Am J Geriatr Psychiatry.</source> (<year>2006</year>) <volume>14</volume>:<fpage>191</fpage>&#x02013;<lpage>210</lpage>. <pub-id pub-id-type="doi">10.1097/01.JGP.0000200589.01396.6d</pub-id><pub-id pub-id-type="pmid">16505124</pub-id></citation></ref>
<ref id="B20">
<label>20.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Murray</surname> <given-names>PS</given-names></name> <name><surname>Kumar</surname> <given-names>S</given-names></name> <name><surname>DeMichele-Sweet</surname> <given-names>MAA</given-names></name> <name><surname>Sweet</surname> <given-names>RA</given-names></name></person-group>. <article-title>Psychosis in Alzheimer&#x00027;s disease</article-title>. <source>Biol Psychiatry.</source> (<year>2014</year>) <volume>75</volume>:<fpage>542</fpage>&#x02013;<lpage>52</lpage>. <pub-id pub-id-type="doi">10.1016/j.biopsych.2013.08.020</pub-id><pub-id pub-id-type="pmid">24103379</pub-id></citation></ref>
<ref id="B21">
<label>21.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sweet</surname> <given-names>RA</given-names></name> <name><surname>Hamilton</surname> <given-names>RL</given-names></name> <name><surname>Healy</surname> <given-names>MT</given-names></name> <name><surname>Wisniewski</surname> <given-names>SR</given-names></name> <name><surname>Henteleff</surname> <given-names>R</given-names></name> <name><surname>Pollock</surname> <given-names>BG</given-names></name> <etal/></person-group>. <article-title>Alterations of striatal dopamine receptor binding in Alzheimer disease are associated with Lewy body pathology and antemortem psychosis</article-title>. <source>Arch Neurol.</source> (<year>2001</year>) <volume>58</volume>:<fpage>466</fpage>&#x02013;<lpage>72</lpage>. <pub-id pub-id-type="doi">10.1001/archneur.58.3.466</pub-id><pub-id pub-id-type="pmid">11255451</pub-id></citation></ref>
<ref id="B22">
<label>22.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Reeves</surname></name> <name><surname>S</surname></name> <name><surname>McLachlan</surname> <given-names>E.</given-names></name> <name><surname>Bertrand</surname> <given-names>J.</given-names></name> <name><surname>D&#x00027;Antonio</surname> <given-names>F.</given-names></name> <name><surname>Brownings</surname> <given-names>S.</given-names></name> <name><surname>Nair</surname> <given-names>A.</given-names></name> <etal/></person-group>. (<year>2017</year>). <article-title>Therapeutics window of dopamine D2/3 receptors occupancy to treat psychosis in Alzheimer&#x00027;s disease</article-title>. <source>Brain.</source> <volume>140</volume>, <fpage>1117</fpage>&#x02013;<lpage>1127</lpage>. <pub-id pub-id-type="doi">10.1093/brain/aww359</pub-id><pub-id pub-id-type="pmid">28334978</pub-id></citation></ref>
<ref id="B23">
<label>23.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Butler</surname> <given-names>B</given-names></name> <name><surname>Sambo</surname> <given-names>D</given-names></name> <name><surname>Khoshbouei</surname> <given-names>H</given-names></name></person-group>. <article-title>Alpha-synuclein modulates dopamine neurotransmission</article-title>. <source>J Chem Neuroanat 83-84.</source> (<year>2017</year>) <fpage>41</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1016/j.jchemneu.2016.06.001</pub-id><pub-id pub-id-type="pmid">27334403</pub-id></citation></ref>
<ref id="B24">
<label>24.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mor</surname> <given-names>DE</given-names></name> <name><surname>Daniels</surname> <given-names>MJ</given-names></name> <name><surname>Ischiropoulos</surname> <given-names>H</given-names></name></person-group>. <article-title>The usual suspects, dopamine and alpha-synuclein, conspire to cause neurodegeneration</article-title>. <source>Mov Disord.</source> (<year>2019</year>) <volume>34</volume>:<fpage>167</fpage>&#x02013;<lpage>79</lpage>. <pub-id pub-id-type="doi">10.1002/mds.27607</pub-id><pub-id pub-id-type="pmid">30633814</pub-id></citation></ref>
<ref id="B25">
<label>25.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Holtzer</surname> <given-names>R</given-names></name> <name><surname>Irizarry</surname> <given-names>MC</given-names></name> <name><surname>Sanders</surname> <given-names>J</given-names></name> <name><surname>Hyman</surname> <given-names>BT</given-names></name> <name><surname>Wegesin</surname> <given-names>DJ</given-names></name> <name><surname>Riba</surname> <given-names>A</given-names></name> <etal/></person-group>. <article-title>Relation of quantitative indexes of concurrent &#x003B1;-synuclein abnormalities to clinical outcome in autopsy-proven Alzheimer disease</article-title>. <source>Arch Neurol.</source> (<year>2006</year>) <volume>63</volume>:<fpage>226</fpage>&#x02013;<lpage>30</lpage>. <pub-id pub-id-type="doi">10.1001/archneur.63.2.226</pub-id><pub-id pub-id-type="pmid">16476811</pub-id></citation></ref>
<ref id="B26">
<label>26.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Twohig</surname> <given-names>D</given-names></name> <name><surname>Nielsen</surname> <given-names>HM</given-names></name></person-group>. <article-title>Alpha-synuclein in the pathophysiology of Alzheimer&#x00027;s disease</article-title>. <source>Mol Neurodegener.</source> (<year>2019</year>) <volume>14</volume>:<fpage>23</fpage>. <pub-id pub-id-type="doi">10.1186/s13024-019-0320-x</pub-id><pub-id pub-id-type="pmid">31186026</pub-id></citation></ref>
<ref id="B27">
<label>27.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Toledo</surname> <given-names>JB</given-names></name> <name><surname>Korff</surname> <given-names>A</given-names></name> <name><surname>Shaw</surname> <given-names>LM</given-names></name> <name><surname>Trojanowski</surname> <given-names>JQ</given-names></name> <name><surname>Zhang</surname> <given-names>J</given-names></name></person-group>. <article-title>Alpha-synuclein improves diagnostic and prognostic performance of tau an A&#x003B2; in Alzheimer&#x00027;s disease</article-title>. <source>Acta Neuropathol.</source> (<year>2013</year>) <volume>126</volume>:<fpage>683</fpage>&#x02013;<lpage>97</lpage>. <pub-id pub-id-type="doi">10.1007/s00401-013-1148-z</pub-id><pub-id pub-id-type="pmid">23812319</pub-id></citation></ref>
<ref id="B28">
<label>28.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Korff</surname> <given-names>A</given-names></name> <name><surname>Liu</surname> <given-names>C</given-names></name> <name><surname>Ginghina</surname> <given-names>C</given-names></name> <name><surname>Shi</surname> <given-names>M</given-names></name> <name><surname>Zhang</surname> <given-names>J</given-names></name></person-group>. <article-title>Alpha-synuclein in cerebrospinal fluid of Alzheimer&#x00027;s disease and mild cognitive impairment</article-title>. <source>J Alzheimers Dis.</source> (<year>2013</year>) <volume>36</volume>:<fpage>679</fpage>&#x02013;<lpage>88</lpage>. <pub-id pub-id-type="doi">10.3233/JAD-130458</pub-id><pub-id pub-id-type="pmid">23603399</pub-id></citation></ref>
<ref id="B29">
<label>29.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Berge</surname> <given-names>G</given-names></name> <name><surname>Sando</surname> <given-names>SB</given-names></name> <name><surname>Albrektsen</surname> <given-names>G</given-names></name> <name><surname>Lauridsen</surname> <given-names>C</given-names></name> <name><surname>Moller</surname> <given-names>I</given-names></name> <name><surname>Grontvedt</surname> <given-names>GR</given-names></name> <etal/></person-group>. <article-title>Alpha-synuclein measured in cerebrospinal fluid from patients with Alzheimer&#x00027;s disease, mild cognitive impairment, or healthy controls: a two years follow-up study</article-title>. <source>BMC Neurol.</source> (<year>2016</year>) <volume>16</volume>:<fpage>180</fpage>. <pub-id pub-id-type="doi">10.1186/s12883-016-0706-0</pub-id><pub-id pub-id-type="pmid">27653987</pub-id></citation></ref>
<ref id="B30">
<label>30.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hansson</surname></name> <name><surname>O</surname></name> <name><surname>Hall</surname> <given-names>S.</given-names></name> <name><surname>&#x000D6;hrfelt</surname> <given-names>A.</given-names></name> <name><surname>Zetterberg</surname> <given-names>H</given-names></name> <name><surname>Blennow</surname> <given-names>K.</given-names></name> <name><surname>Minthon</surname> <given-names>L.</given-names></name> <name><surname>N&#x000E4;gga</surname> <given-names>K.</given-names></name> <etal/></person-group>. (<year>2014</year>). <article-title>Levels of CSF alpha-synuclein oligomers are increased in Parkinson&#x00027;s disease with dementia and dementia with Lewy bodies compared to Alzheimer&#x00027;disease</article-title>. <source>Alzheimers Res Ther</source> <volume>6</volume>, <fpage>25</fpage>. <pub-id pub-id-type="doi">10.1186/alzrt255</pub-id><pub-id pub-id-type="pmid">24987465</pub-id></citation></ref>
<ref id="B31">
<label>31.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mackin</surname> <given-names>RS</given-names></name> <name><surname>Insel</surname> <given-names>P</given-names></name> <name><surname>Zhang</surname> <given-names>J</given-names></name> <name><surname>Mohlenhoff</surname> <given-names>B</given-names></name> <name><surname>Galasko</surname> <given-names>D</given-names></name> <name><surname>Weiner</surname> <given-names>M</given-names></name> <etal/></person-group>. <article-title>CSF alpha-synuclein and Lewy body-like symptoms in normal controls, mild cognitive impairment and Alzheimer&#x00027;disease</article-title>. <source>J Alzheimers Dis.</source> (<year>2014</year>) <volume>43</volume>:<fpage>1007</fpage>&#x02013;<lpage>16</lpage>. <pub-id pub-id-type="doi">10.3233/JAD-141287</pub-id><pub-id pub-id-type="pmid">25125463</pub-id></citation></ref>
<ref id="B32">
<label>32.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Slaets</surname> <given-names>S</given-names></name> <name><surname>Vanmechelen</surname> <given-names>E</given-names></name> <name><surname>Le Bastard</surname> <given-names>N</given-names></name> <name><surname>Decraemer</surname> <given-names>H</given-names></name> <name><surname>Vandijck</surname> <given-names>M</given-names></name> <name><surname>Martin</surname> <given-names>JJ</given-names></name> <etal/></person-group>. <article-title>Increased CSF Alpha-synuclein levels in Alzheimer&#x00027;s disease: correlation with tau levels</article-title>. <source>Alzheimers Dement.</source> (<year>2014</year>) <volume>10</volume>:<fpage>S290</fpage>&#x02013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1016/j.jalz.2013.10.004</pub-id><pub-id pub-id-type="pmid">24439167</pub-id></citation></ref>
<ref id="B33">
<label>33.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Majbour</surname> <given-names>NK</given-names></name> <name><surname>Chiasserini</surname> <given-names>D</given-names></name> <name><surname>Vaikath</surname> <given-names>NN</given-names></name> <name><surname>Eusebi</surname> <given-names>P</given-names></name> <name><surname>Tokuda</surname> <given-names>T</given-names></name> <name><surname>van de Berg</surname> <given-names>W</given-names></name> <etal/></person-group>. <article-title>Increased levels of total but not oligomeric or phosphorylated forms of alpha-synuclein in patients diagnosed with probable Alzheimer&#x00027;s disease</article-title>. <source>Sci Rep.</source> (<year>2017</year>) <volume>7</volume>:<fpage>40263</fpage>. <pub-id pub-id-type="doi">10.1038/srep40263</pub-id><pub-id pub-id-type="pmid">28071698</pub-id></citation></ref>
<ref id="B34">
<label>34.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shi</surname> <given-names>M</given-names></name> <name><surname>Tang</surname> <given-names>L</given-names></name> <name><surname>Toledo</surname> <given-names>JB</given-names></name> <name><surname>Ginghina</surname> <given-names>C</given-names></name> <name><surname>Wang</surname> <given-names>H</given-names></name> <name><surname>Aro</surname> <given-names>P</given-names></name> <etal/></person-group>. <article-title>CSF alpha-synuclein contributes to the differential diagnosis of Alzheimer&#x00027;s disease</article-title>. <source>Alzheimers Dement.</source> (<year>2018</year>) <volume>14</volume>:<fpage>1052</fpage>&#x02013;<lpage>62</lpage>. <pub-id pub-id-type="doi">10.1016/j.jalz.2018.02.015</pub-id><pub-id pub-id-type="pmid">29604263</pub-id></citation></ref>
<ref id="B35">
<label>35.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>H</given-names></name> <name><surname>Stewart</surname> <given-names>T</given-names></name> <name><surname>Toledo</surname> <given-names>JB</given-names></name> <name><surname>Ginghina</surname> <given-names>C</given-names></name> <name><surname>Tang</surname> <given-names>L</given-names></name> <name><surname>Atik</surname> <given-names>A</given-names></name> <etal/></person-group>. <article-title>A longitudinal study of total and phosphorylated alpha-synuclein with other biomarkers in CSF of Alzheimer&#x00027;s disease and mild cognitive impairment</article-title>. <source>J Alzheimers Dis.</source> (<year>2018</year>) <volume>61</volume>:<fpage>1541</fpage>&#x02013;<lpage>53</lpage>. <pub-id pub-id-type="doi">10.3233/JAD-171013</pub-id><pub-id pub-id-type="pmid">29376878</pub-id></citation></ref>
<ref id="B36">
<label>36.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Twohig</surname> <given-names>D</given-names></name> <name><surname>Rodr&#x000ED;guez-Vieitez</surname> <given-names>E</given-names></name> <name><surname>Sando</surname> <given-names>SB</given-names></name> <name><surname>Berge</surname> <given-names>G</given-names></name> <name><surname>Lauridsen</surname> <given-names>C</given-names></name> <name><surname>Moller</surname> <given-names>I</given-names></name> <etal/></person-group>. <article-title>The relevance of CSF alpha-synuclein levels to sporadic and familial Alzheimer&#x00027;s disease</article-title>. <source>Acta Neuropathol Commun.</source> (<year>2018</year>) <volume>6</volume>:<fpage>130</fpage>. <pub-id pub-id-type="doi">10.1186/s40478-018-0624-z</pub-id><pub-id pub-id-type="pmid">30477568</pub-id></citation></ref>
<ref id="B37">
<label>37.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Garc&#x000ED;a-Ayll&#x000F3;n</surname></name> <name><surname>M. S.</surname></name> <name><surname>Monge-Argil&#x000E9;s</surname> <given-names>J. A.</given-names></name> <name><surname>Monge-Garc&#x000ED;a</surname> <given-names>V.</given-names></name> <name><surname>Navarrete</surname> <given-names>F.</given-names></name> <name><surname>Cort&#x000E9;s-G&#x000F3;mez</surname> <given-names>M. A.</given-names></name> <name><surname>S&#x000E1;nchez-Pay&#x000E1;</surname> <given-names>J.</given-names></name> <etal/></person-group>. (<year>2019</year>). <article-title>Measurement of CSF alpha-synuclein improves early differential diagnosis of mild cognitive impairment due to Alzheimer&#x00027;s disease</article-title>. <source>J Neurochem</source> <volume>150</volume>, <fpage>218</fpage>&#x02013;<lpage>230</lpage>. <pub-id pub-id-type="doi">10.1111/jnc.14719</pub-id><pub-id pub-id-type="pmid">31077373</pub-id></citation></ref>
<ref id="B38">
<label>38.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bousiges</surname> <given-names>O</given-names></name> <name><surname>Philippi</surname> <given-names>N</given-names></name> <name><surname>Lavaux</surname> <given-names>T</given-names></name> <name><surname>Perret-Liaudet</surname> <given-names>A</given-names></name> <name><surname>Lachmann</surname> <given-names>I</given-names></name> <name><surname>Schaeffer-Agal&#x000E8;de</surname> <given-names>C</given-names></name> <etal/></person-group>. <article-title>Differential diagnostic value of total alpha-synuclein assay in the CSF between Alzheimer&#x00027;s disease and dementia with Lewy bodies from the prodromal stage</article-title>. <source>Alzheimers Res Ther.</source> (<year>2020</year>) <volume>12</volume>:<fpage>120</fpage>. <pub-id pub-id-type="doi">10.1186/s13195-020-00684-5</pub-id><pub-id pub-id-type="pmid">32993772</pub-id></citation></ref>
<ref id="B39">
<label>39.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Artero</surname> <given-names>S</given-names></name> <name><surname>Petersen</surname> <given-names>R</given-names></name> <name><surname>Touchon</surname> <given-names>J</given-names></name> <name><surname>Ritchie</surname> <given-names>K</given-names></name></person-group>. <article-title>Revised criteria for mild cognitive impairment: validation within a longitudinal population study</article-title>. <source>Dement Geriatr Cogn Disord.</source> (<year>2006</year>) <volume>22</volume>:<fpage>465</fpage>&#x02013;<lpage>70</lpage>. <pub-id pub-id-type="doi">10.1159/000096287</pub-id><pub-id pub-id-type="pmid">17047325</pub-id></citation></ref>
<ref id="B40">
<label>40.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jack</surname> <given-names>CR</given-names></name> <name><surname>Bennett</surname> <given-names>DA</given-names></name> <name><surname>Blennow</surname> <given-names>K</given-names></name> <name><surname>Carrillo</surname> <given-names>MC</given-names></name> <name><surname>Dunn</surname> <given-names>B</given-names></name> <name><surname>Haeberlein</surname> <given-names>SB</given-names></name> <etal/></person-group>. <article-title>NIA-AA research framework: toward a biological definition of Alzheimer&#x00027;s disease</article-title>. <source>Alzheimers Dement.</source> (<year>2018</year>) <volume>14</volume>:<fpage>535</fpage>&#x02013;<lpage>62</lpage>. <pub-id pub-id-type="doi">10.1016/j.jalz.2018.02.018</pub-id><pub-id pub-id-type="pmid">29653606</pub-id></citation></ref>
<ref id="B41">
<label>41.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cummings</surname> <given-names>J</given-names></name></person-group>. <article-title>The Neuropsychiatric Inventory: assessing psychopathology in dementia patients</article-title>. <source>Neurology.</source> (<year>1997</year>) <volume>48</volume>:<fpage>S10</fpage>&#x02013;<lpage>6</lpage>. <pub-id pub-id-type="doi">10.1212/WNL.48.5_Suppl_6.10S</pub-id><pub-id pub-id-type="pmid">9153155</pub-id></citation></ref>
<ref id="B42">
<label>42.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>McKhann</surname> <given-names>GM</given-names></name> <name><surname>Knopman</surname> <given-names>DS</given-names></name> <name><surname>Chertkow</surname> <given-names>H</given-names></name> <name><surname>Hyman</surname> <given-names>BT</given-names></name> <name><surname>Jack</surname> <given-names>CRJr</given-names></name> <name><surname>Kawas</surname> <given-names>CH</given-names></name> <etal/></person-group>. <article-title>The diagnosis of dementia due to Alzheimer&#x00027;s disease: recommendations from the NIA-AA workgroups on diagnostic guidelines for Alzheimer&#x00027;s disease</article-title>. <source>Alzheimers Dement.</source> (<year>2011</year>) <volume>7</volume>:<fpage>263</fpage>&#x02013;<lpage>9</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="B43">
<label>43.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fazekas</surname> <given-names>F</given-names></name> <name><surname>Kleiner</surname> <given-names>R</given-names></name> <name><surname>Offenbacher</surname> <given-names>H</given-names></name> <name><surname>Payer</surname> <given-names>F</given-names></name> <name><surname>Schmidt</surname> <given-names>R</given-names></name> <name><surname>Kleinert</surname> <given-names>G</given-names></name> <etal/></person-group>. <article-title>The morphologic correlate of incidental punctate white matter hyperintensities on MR images</article-title>. <source>Am J Neuroradiol.</source> (<year>1991</year>) <volume>12</volume>:<fpage>915</fpage>&#x02013;<lpage>21</lpage>.<pub-id pub-id-type="pmid">1950921</pub-id></citation></ref>
<ref id="B44">
<label>44.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hita-Contreras</surname> <given-names>F</given-names></name> <name><surname>Mart&#x000ED;nez-L&#x000F3;pez</surname> <given-names>E</given-names></name> <name><surname>Latorre-Rom&#x000E1;n</surname> <given-names>PA</given-names></name> <name><surname>Garrido</surname> <given-names>F</given-names></name> <name><surname>Santos</surname> <given-names>MA</given-names></name> <name><surname>Mart&#x000ED;nez-Amat</surname> <given-names>A</given-names></name></person-group>. <article-title>Reliability and validity of the Spanish version of the Pittsburgh sleep quality index (PSQI) in patients with fibromyalgia</article-title>. <source>Rheumatol Int.</source> (<year>2014</year>) <volume>34</volume>:<fpage>929</fpage>&#x02013;<lpage>36</lpage>. <pub-id pub-id-type="doi">10.1007/s00296-014-2960-z</pub-id><pub-id pub-id-type="pmid">24509897</pub-id></citation></ref>
<ref id="B45">
<label>45.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kruse</surname> <given-names>N</given-names></name> <name><surname>Mollenhauer</surname> <given-names>B</given-names></name></person-group>. <article-title>Validation of a commercially available enzyme-linked immunoabsorbent assay for the quantification of human alpha-synuclein in CSF</article-title>. <source>J Immunol Methods.</source> (<year>2015</year>) <volume>426</volume>:<fpage>70</fpage>&#x02013;<lpage>5</lpage>. <pub-id pub-id-type="doi">10.1016/j.jim.2015.08.003</pub-id><pub-id pub-id-type="pmid">26271436</pub-id></citation></ref>
<ref id="B46">
<label>46.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tokuda</surname> <given-names>T</given-names></name> <name><surname>Salem</surname> <given-names>SA</given-names></name> <name><surname>Allsop</surname> <given-names>D</given-names></name> <name><surname>Mizuno</surname> <given-names>T</given-names></name> <name><surname>Nakagawa</surname> <given-names>M</given-names></name> <name><surname>Qureshi</surname> <given-names>MM</given-names></name> <etal/></person-group>. <article-title>Decreased alpha-synuclein in CSF of aged individuals and subjects with Parkinson&#x00027;s disease</article-title>. <source>Biochem Biophys Res Commun.</source> (<year>2006</year>) <volume>349</volume>:<fpage>162</fpage>&#x02013;<lpage>6</lpage>. <pub-id pub-id-type="doi">10.1016/j.bbrc.2006.08.024</pub-id><pub-id pub-id-type="pmid">16930553</pub-id></citation></ref>
<ref id="B47">
<label>47.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wennstrom</surname> <given-names>M</given-names></name> <name><surname>Surova</surname> <given-names>Y</given-names></name> <name><surname>Hall</surname> <given-names>S</given-names></name> <name><surname>Nilsson</surname> <given-names>C</given-names></name> <name><surname>Minthon</surname> <given-names>L</given-names></name> <name><surname>Bostrom</surname> <given-names>F</given-names></name> <etal/></person-group>. <article-title>Low CSF levels of both alpha-synuclein and alpha-synuclein cleaving enzyme neurosin in patients with synucleinopathy</article-title>. <source>PLoS ONE.</source> (<year>2013</year>) <volume>8</volume>:<fpage>e53250</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0053250</pub-id><pub-id pub-id-type="pmid">23308173</pub-id></citation></ref>
<ref id="B48">
<label>48.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Clinton</surname> <given-names>LK</given-names></name> <name><surname>Blurton-Jones</surname> <given-names>M</given-names></name> <name><surname>Myczek</surname> <given-names>K</given-names></name> <name><surname>Trojanowski</surname> <given-names>JQ</given-names></name> <name><surname>LaFerla</surname> <given-names>FM</given-names></name></person-group>. <article-title>Synergistic interactions between A&#x003B2;, Tau and &#x003B1;-synuclein: acceleration of neuropathology and cognitive decline</article-title>. <source>J Neurosci.</source> (<year>2010</year>) <volume>30</volume>:<fpage>7281</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1523/JNEUROSCI.0490-10.2010</pub-id><pub-id pub-id-type="pmid">20505094</pub-id></citation></ref>
<ref id="B49">
<label>49.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cook</surname> <given-names>C</given-names></name> <name><surname>Petrucelli</surname> <given-names>L</given-names></name></person-group>. <article-title>A&#x003B2; puts Alpha in synuclein</article-title>. <source>Neuron.</source> (<year>2020</year>) <volume>105</volume>:<fpage>205</fpage>&#x02013;<lpage>6</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuron.2020.01.001</pub-id><pub-id pub-id-type="pmid">31972141</pub-id></citation></ref>
<ref id="B50">
<label>50.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Larson</surname> <given-names>ME</given-names></name> <name><surname>Sherman</surname> <given-names>MA</given-names></name> <name><surname>Greimel</surname> <given-names>S</given-names></name> <name><surname>Kuskowski</surname> <given-names>M</given-names></name> <name><surname>Schneider</surname> <given-names>JA</given-names></name> <name><surname>Bennett</surname> <given-names>DA</given-names></name> <etal/></person-group>. <article-title>Soluble &#x003B1;-synuclein is a novel modulator of Alzheimer&#x00027;s disease pathophysiology</article-title>. <source>J Neurosci.</source> (<year>2012</year>) <volume>32</volume>:<fpage>10253</fpage>&#x02013;<lpage>66</lpage>. <pub-id pub-id-type="doi">10.1523/JNEUROSCI.0581-12.2012</pub-id><pub-id pub-id-type="pmid">35618413</pub-id></citation></ref>
<ref id="B51">
<label>51.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vergallo</surname> <given-names>A</given-names></name> <name><surname>Bun</surname> <given-names>RS</given-names></name> <name><surname>Toschi</surname> <given-names>N</given-names></name> <name><surname>Baldacci</surname> <given-names>F</given-names></name> <name><surname>Zetterberg</surname> <given-names>H</given-names></name> <name><surname>Blennow</surname> <given-names>K</given-names></name> <etal/></person-group>. <article-title>Association of CSF alpha-synuclein with total and phosphor-tau181 protein concentrations and brain amyloid load in cognitively normal subjective memory complainers stratified by Alzheimer&#x00027;s disease biomarkers</article-title>. <source>Alzheimers Dement.</source> (<year>2018</year>) <volume>14</volume>:<fpage>1623</fpage>&#x02013;<lpage>31</lpage>. <pub-id pub-id-type="doi">10.1016/j.jalz.2018.06.3053</pub-id><pub-id pub-id-type="pmid">30055132</pub-id></citation></ref>
<ref id="B52">
<label>52.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Monge-Garc&#x000ED;a</surname> <given-names>V</given-names></name> <name><surname>Garc&#x000ED;a-Ayll&#x000F3;n</surname> <given-names>MS</given-names></name> <name><surname>S&#x000E1;ez-Valero</surname> <given-names>J</given-names></name> <name><surname>S&#x000E1;nchez-Pay&#x000E1;</surname> <given-names>J</given-names></name> <name><surname>Navarrete-Rueda</surname> <given-names>F</given-names></name> <name><surname>Manzanares-Robles</surname> <given-names>J</given-names></name> <etal/></person-group>. <article-title>Relation between alpha-synuclein and CSF core biomarkers of Alzheimer&#x00027;s disease</article-title>. <source>Medicina</source>. (<year>2021</year>) <volume>57</volume>:<fpage>954</fpage>. <pub-id pub-id-type="doi">10.3390/medicina57090954</pub-id><pub-id pub-id-type="pmid">34577877</pub-id></citation></ref>
<ref id="B53">
<label>53.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Garcia-Alloza</surname> <given-names>M</given-names></name> <name><surname>Gil-Bea</surname> <given-names>FJ</given-names></name> <name><surname>Diez-Ariza</surname> <given-names>M</given-names></name> <name><surname>Chen</surname> <given-names>CP</given-names></name> <name><surname>Francis</surname> <given-names>PT</given-names></name> <name><surname>Lasheras</surname> <given-names>B</given-names></name> <etal/></person-group>. <article-title>Cholinergic-serotoninergic imbalance contributes to cognitive and behavioural symptoms in Alzheimer&#x00027;s disease</article-title>. <source>Neuropsychologia.</source> (<year>2005</year>) <volume>43</volume>:<fpage>442</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuropsychologia.2004.06.007</pub-id><pub-id pub-id-type="pmid">15707619</pub-id></citation></ref>
<ref id="B54">
<label>54.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lai</surname> <given-names>MK</given-names></name> <name><surname>Lai</surname> <given-names>OF</given-names></name> <name><surname>Keene</surname> <given-names>J</given-names></name> <name><surname>Esiri</surname> <given-names>MM</given-names></name> <name><surname>Francis</surname> <given-names>PT</given-names></name> <name><surname>Hope</surname> <given-names>T</given-names></name> <etal/></person-group>. <article-title>Psychosis of Alzheimer&#x00027;s disease is associated with elevated muscarinic M2 binding in the cortex</article-title>. <source>Neurology.</source> (<year>2001</year>) <volume>57</volume>:<fpage>805</fpage>&#x02013;<lpage>11</lpage>. <pub-id pub-id-type="doi">10.1212/WNL.57.5.805</pub-id><pub-id pub-id-type="pmid">11552008</pub-id></citation></ref>
<ref id="B55">
<label>55.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tsang</surname> <given-names>SW</given-names></name> <name><surname>Francis</surname> <given-names>PT</given-names></name> <name><surname>Esiri</surname> <given-names>MM</given-names></name> <name><surname>Wong</surname> <given-names>PT</given-names></name> <name><surname>Chen</surname> <given-names>CP</given-names></name> <name><surname>Lai</surname> <given-names>MK</given-names></name></person-group>. <article-title>Loss of [3H]4-DAMP binding to muscarinic receptors in the orbitofrontal cortex of Alzheimer&#x00027;s disease patients with psychosis</article-title>. <source>Psychopharmacology.</source> (<year>2008</year>) <volume>198</volume>:<fpage>251</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1007/s00213-008-1124-9</pub-id><pub-id pub-id-type="pmid">18373228</pub-id></citation></ref>
<ref id="B56">
<label>56.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ballard</surname> <given-names>C</given-names></name> <name><surname>Piggott</surname> <given-names>M</given-names></name> <name><surname>Johnson</surname> <given-names>M</given-names></name> <name><surname>Cairns</surname> <given-names>N</given-names></name> <name><surname>Perry</surname> <given-names>R</given-names></name> <name><surname>McKeith</surname> <given-names>I</given-names></name> <etal/></person-group>. <article-title>Delusions associated with elevated muscarinic binding in dementia with Lewy bodies</article-title>. <source>Ann Neurol.</source> (<year>2000</year>) <volume>48</volume>:<fpage>868</fpage>&#x02013;<lpage>76</lpage>. <pub-id pub-id-type="doi">10.1002/1531-8249(200012)48:6&#x00026;lt;868::AID-ANA7&#x00026;gt;3.0.CO;2-0</pub-id><pub-id pub-id-type="pmid">11117543</pub-id></citation></ref>
<ref id="B57">
<label>57.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zubenko</surname> <given-names>GS</given-names></name> <name><surname>Moossy</surname> <given-names>J</given-names></name> <name><surname>Martinez</surname> <given-names>AJ</given-names></name> <name><surname>Rao</surname> <given-names>G</given-names></name> <name><surname>Claassen</surname> <given-names>D</given-names></name> <name><surname>Rosen</surname> <given-names>J</given-names></name> <etal/></person-group>. <article-title>Neuropathological and neurochemical correlates of psychosis in primary dementia</article-title>. <source>Arch Neurol.</source> (<year>1991</year>) <volume>48</volume>:<fpage>619</fpage>&#x02013;<lpage>24</lpage>. <pub-id pub-id-type="doi">10.1001/archneur.1991.00530180075020</pub-id><pub-id pub-id-type="pmid">1710105</pub-id></citation></ref>
<ref id="B58">
<label>58.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Marcos</surname> <given-names>B</given-names></name> <name><surname>Garc&#x000ED;a-Alloza</surname> <given-names>M</given-names></name> <name><surname>Gil-Bea</surname> <given-names>FJ</given-names></name> <name><surname>Chuang</surname> <given-names>TT</given-names></name> <name><surname>Francis</surname> <given-names>PT</given-names></name> <name><surname>Chen</surname> <given-names>CP</given-names></name> <etal/></person-group>. <article-title>Involvement of an altered 5-HT-[6] receptor function in behavioral symptoms of Alzheimer&#x00027;s disease</article-title>. <source>J Alzheimers Dis.</source> (<year>2008</year>) <volume>14</volume>:<fpage>43</fpage>&#x02013;<lpage>50</lpage>. <pub-id pub-id-type="doi">10.3233/JAD-2008-14104</pub-id><pub-id pub-id-type="pmid">18525126</pub-id></citation></ref>
<ref id="B59">
<label>59.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Widner</surname> <given-names>H</given-names></name></person-group>. <article-title>Core Methodology</article-title>. In:<person-group person-group-type="editor"><name><surname>Kompoliti</surname> <given-names>K</given-names></name> <name><surname>Verhagen</surname> <given-names>L</given-names></name></person-group>, editors. Clinical Rating Scales In Encyclopedia of Movement Disorders. <publisher-loc>New York</publisher-loc>: <publisher-name>Elsewier</publisher-name>. (<year>2010</year>) p. <fpage>58</fpage>&#x02013;<lpage>64</lpage>.</citation>
</ref>
<ref id="B60">
<label>60.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Thomas</surname> <given-names>AJ</given-names></name> <name><surname>Mahin-Babaei</surname> <given-names>F</given-names></name> <name><surname>Saidi</surname> <given-names>M</given-names></name> <name><surname>Lett</surname> <given-names>D</given-names></name> <name><surname>Taylor</surname> <given-names>JP</given-names></name> <name><surname>Walker</surname> <given-names>L</given-names></name> <etal/></person-group>. <article-title>Improving the identification of dementia with Lewy bodies in the context of an Alzheimer&#x00027;s-type dementia</article-title>. <source>Alzheimers Res Ther</source>. (<year>2018</year>) <volume>10</volume>: <fpage>27</fpage>.<pub-id pub-id-type="pmid">29490691</pub-id></citation></ref>
<ref id="B61">
<label>61.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bougea</surname> <given-names>A</given-names></name> <name><surname>Stefanis</surname> <given-names>L</given-names></name> <name><surname>Paraskevas</surname> <given-names>GP</given-names></name> <name><surname>Emmanouilidou</surname> <given-names>E</given-names></name> <name><surname>Efthymiopoulou</surname> <given-names>E</given-names></name> <name><surname>Vekrelis</surname> <given-names>K</given-names></name> <etal/></person-group>. <article-title>Neuropsychiatric symptoms and &#x003B1;-synuclein profile of patients with Parkinson&#x00027;s disease dementia, dementia with Lewy bodies and Alzheimer&#x00027;s disease</article-title>. <source>J Neurol.</source> (<year>2018</year>) <volume>256</volume>:<fpage>2295</fpage>&#x02013;<lpage>301</lpage>. <pub-id pub-id-type="doi">10.1007/s00415-018-8992-7</pub-id><pub-id pub-id-type="pmid">30083953</pub-id></citation></ref>
<ref id="B62">
<label>62.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Spies</surname> <given-names>PE</given-names></name> <name><surname>Melis</surname> <given-names>RJ</given-names></name> <name><surname>Sj&#x000F6;gren</surname> <given-names>MJ</given-names></name> <name><surname>Rikkert</surname> <given-names>MG</given-names></name> <name><surname>Verbeek</surname> <given-names>MM</given-names></name></person-group>. <article-title>CSF &#x003B1;-synuclein does not discriminate between dementia disorders</article-title>. <source>J Alzheimers Dis.</source> (<year>2009</year>) <volume>16</volume>:<fpage>363</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.3233/JAD-2009-0955</pub-id><pub-id pub-id-type="pmid">19221426</pub-id></citation></ref>
<ref id="B63">
<label>63.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Reesink</surname> <given-names>FE</given-names></name> <name><surname>Lemstra</surname> <given-names>AW</given-names></name> <name><surname>van Dijk</surname> <given-names>KD</given-names></name> <name><surname>Berendse</surname> <given-names>HW</given-names></name> <name><surname>van de Berg</surname> <given-names>WD</given-names></name> <name><surname>Klein</surname> <given-names>M</given-names></name> <etal/></person-group>. <article-title>CSF &#x003B1;-synuclein does not discriminate dementia with Lewy bodies from Alzheimer&#x00027;s disease</article-title>. <source>J Alzheimers Dis.</source> (<year>2010</year>) <volume>22</volume>:<fpage>87</fpage>&#x02013;<lpage>95</lpage>. <pub-id pub-id-type="doi">10.3233/JAD-2010-100186</pub-id><pub-id pub-id-type="pmid">20847452</pub-id></citation></ref>
<ref id="B64">
<label>64.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kapaki</surname> <given-names>E</given-names></name> <name><surname>Paraskevas</surname> <given-names>GP</given-names></name> <name><surname>Emmanouilidou</surname> <given-names>E</given-names></name> <name><surname>Vekrellis</surname> <given-names>K</given-names></name></person-group>. <article-title>The diagnostic value of CSF &#x003B1;-synuclein in the differential diagnosis of dementia with Lewy bodies vs. normal subjects and patients with Alzheimer&#x00027;s disease</article-title>. <source>PLoS ONE.</source> (<year>2013</year>) <volume>8</volume>:<fpage>e81654</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0081654</pub-id><pub-id pub-id-type="pmid">24282614</pub-id></citation></ref>
<ref id="B65">
<label>65.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Oeckl</surname> <given-names>P</given-names></name> <name><surname>Metzger</surname> <given-names>F</given-names></name> <name><surname>Nagl</surname> <given-names>M</given-names></name> <name><surname>von Arnim</surname> <given-names>CA</given-names></name> <name><surname>Halbgebauer</surname> <given-names>S</given-names></name> <name><surname>Steinacker</surname> <given-names>P</given-names></name> <etal/></person-group>. <article-title>Alpha, beta and gamma-synuclein quantification in CSF by multiple reaction monitoring reveals increased concentrations in Alzheimer&#x00027;s disease and Creutzfeldt-Jakob disease but no alterations in synucleinopathies</article-title>. <source>Mol Cell Proteomics.</source> (<year>2016</year>) <volume>15</volume>:<fpage>3126</fpage>&#x02013;<lpage>38</lpage>. <pub-id pub-id-type="doi">10.1074/mcp.M116.059915</pub-id><pub-id pub-id-type="pmid">27507836</pub-id></citation></ref>
<ref id="B66">
<label>66.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Molinuevo</surname> <given-names>JL</given-names></name> <name><surname>Ayton</surname> <given-names>S</given-names></name> <name><surname>Batrla</surname> <given-names>R</given-names></name> <name><surname>Bednar</surname> <given-names>MM</given-names></name> <name><surname>Bittner</surname> <given-names>T</given-names></name> <name><surname>Cummings</surname> <given-names>J</given-names></name> <etal/></person-group>. <article-title>Current state of Alzheimer&#x00027;s fluid biomarkers</article-title>. <source>Acta Neuropathol.</source> (<year>2018</year>) <volume>136</volume>:<fpage>821</fpage>&#x02013;<lpage>53</lpage>. <pub-id pub-id-type="doi">10.1007/s00401-018-1932-x</pub-id><pub-id pub-id-type="pmid">30488277</pub-id></citation></ref>
<ref id="B67">
<label>67.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Van Hulle</surname> <given-names>C</given-names></name> <name><surname>Jonaitis</surname> <given-names>EM</given-names></name> <name><surname>Betthauser</surname> <given-names>TJ</given-names></name> <name><surname>Batrla</surname> <given-names>R</given-names></name> <name><surname>Wild</surname> <given-names>N</given-names></name> <name><surname>Kollmorgen</surname> <given-names>G</given-names></name> <etal/></person-group>. <article-title>An examination of a novel multipanel of CSF biomarkers in the Alzheimer&#x00027;s disease clinical and pathological continuum</article-title>. <source>Alzheimers Dement.</source> (<year>2020</year>) <volume>17</volume>:<fpage>431</fpage>&#x02013;<lpage>45</lpage>. <pub-id pub-id-type="doi">10.1002/alz.12204</pub-id><pub-id pub-id-type="pmid">33336877</pub-id></citation></ref>
<ref id="B68">
<label>68.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>McGrowder</surname> <given-names>DA</given-names></name> <name><surname>Miller</surname> <given-names>F</given-names></name> <name><surname>Vaz</surname> <given-names>K</given-names></name> <name><surname>Nwokocha</surname> <given-names>C</given-names></name> <name><surname>Wilson-Clarke</surname> <given-names>C</given-names></name> <name><surname>Anderson-Cross</surname> <given-names>M</given-names></name> <etal/></person-group>. <article-title>Cerebrospinal fluid biomarkers of Alzheimer&#x00027;s disease: current evidence and future perspectives</article-title>. <source>Brain Sci.</source> (<year>2021</year>) <volume>11</volume>:<fpage>215</fpage>. <pub-id pub-id-type="doi">10.3390/brainsci11020215</pub-id><pub-id pub-id-type="pmid">33578866</pub-id></citation></ref>
<ref id="B69">
<label>69.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Beatino</surname> <given-names>MF</given-names></name> <name><surname>de Luca</surname> <given-names>C</given-names></name> <name><surname>Campese</surname> <given-names>N</given-names></name> <name><surname>Belli</surname> <given-names>E</given-names></name> <name><surname>Piccarducci</surname> <given-names>R</given-names></name> <name><surname>Giampietri</surname> <given-names>L</given-names></name> <etal/></person-group>. <article-title>&#x003B1;-synuclein as an emerging pathophysiological biomarker of Alzheimer&#x00027;s disease</article-title>. <source>Expert Rev Mol Diagn.</source> (<year>2022</year>) <volume>6</volume>:<fpage>1</fpage>&#x02013;<lpage>15</lpage>. <pub-id pub-id-type="doi">10.1080/14737159.2022.2068952</pub-id><pub-id pub-id-type="pmid">35443850</pub-id></citation></ref>
<ref id="B70">
<label>70.</label>
<citation citation-type="web"><person-group person-group-type="author"><name><surname>Barba</surname> <given-names>L</given-names></name> <name><surname>Rumeileh</surname> <given-names>SA</given-names></name> <name><surname>Bellomo</surname> <given-names>G</given-names></name> <name><surname>Paoletti</surname> <given-names>FP</given-names></name> <name><surname>Halbgebauer</surname> <given-names>S</given-names></name> <name><surname>Oeckl</surname> <given-names>P</given-names></name> <etal/></person-group>. <article-title>Cerebrospinal fluid &#x003B2;-synuclein as a synaptic biomarker for preclinical Alzheimer&#x00027;s disease</article-title>. <source>J Neurol Neurosurg Psychiatry</source>. (<year>2023</year>) <volume>94</volume>:<fpage>83</fpage>&#x02013;<lpage>86</lpage>. <pub-id pub-id-type="doi">10.1136/jnnp-2022-329124</pub-id><pub-id pub-id-type="pmid">35944974</pub-id></citation></ref>
<ref id="B71">
<label>71.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Halbgebauer</surname> <given-names>S</given-names></name> <name><surname>Rumeileh</surname> <given-names>SA</given-names></name> <name><surname>Oeckl</surname> <given-names>P</given-names></name> <name><surname>Steinacker</surname> <given-names>P</given-names></name> <name><surname>Roselli</surname> <given-names>F</given-names></name> <name><surname>Wiesner</surname> <given-names>D</given-names></name> <etal/></person-group>. <article-title>Blood &#x003B2;-synuclein and neurofilament light chain during the course of prion disease</article-title>. <source>Neurology</source>. (<year>2022</year>) <volume>98</volume>:<fpage>e1434</fpage>&#x02013;<lpage>e1445</lpage>. <pub-id pub-id-type="doi">10.1212/WNL.0000000000200002</pub-id><pub-id pub-id-type="pmid">35110380</pub-id></citation></ref>
<ref id="B72">
<label>72.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>del Campo</surname> <given-names>M</given-names></name> <name><surname>Mollenhauer</surname> <given-names>B</given-names></name> <name><surname>Bertolotto</surname> <given-names>A</given-names></name> <name><surname>Engelborghs</surname> <given-names>S</given-names></name> <name><surname>Hampel</surname> <given-names>H</given-names></name> <name><surname>Simonsen</surname> <given-names>AH</given-names></name> <etal/></person-group>. <article-title>Recommendations to standardize preanalytical confounding factors in Alzheimer&#x00027;s and Parkinson&#x00027;s disease CSF biomarkers: an update</article-title>. <source>Biomark Med</source>. (<year>2012</year>) <volume>6</volume>:<fpage>419</fpage>&#x02013;<lpage>30</lpage>. <pub-id pub-id-type="doi">10.2217/bmm.12.46</pub-id><pub-id pub-id-type="pmid">22917144</pub-id></citation></ref>
<ref id="B73">
<label>73.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fairfoul</surname> <given-names>G</given-names></name> <name><surname>McGuire</surname> <given-names>LI</given-names></name> <name><surname>Pal</surname> <given-names>S</given-names></name> <name><surname>Ironside</surname> <given-names>JW</given-names></name> <name><surname>Neumann</surname> <given-names>J</given-names></name> <name><surname>Christie</surname> <given-names>S</given-names></name> <etal/></person-group>. <article-title>Alpha-synuclein RT-QuIC in the CSF of patients with alpha-synucleinopathies</article-title>. <source>Ann Clin Transl Neurol.</source> (<year>2016</year>) <volume>3</volume>:<fpage>812</fpage>&#x02013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1002/acn3.338</pub-id><pub-id pub-id-type="pmid">27752516</pub-id></citation></ref>
<ref id="B74">
<label>74.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Groveman</surname> <given-names>BR</given-names></name> <name><surname>Orr&#x000F9;</surname> <given-names>CD</given-names></name> <name><surname>Hughson</surname> <given-names>AG</given-names></name> <name><surname>Raymond</surname> <given-names>LD</given-names></name> <name><surname>Zanusso</surname> <given-names>G</given-names></name> <name><surname>Ghetti</surname> <given-names>B</given-names></name> <etal/></person-group>. <article-title>Rapid and ultra-sensitive quantification of disease-associated &#x003B1;-synuclein seeds in brain and CSF by &#x003B1;Syn RT-QuIC</article-title>. <source>Acta Neuropathol Commun</source>. (<year>2018</year>) <volume>6</volume>:<fpage>7</fpage>. <pub-id pub-id-type="doi">10.1186/s40478-018-0508-2</pub-id><pub-id pub-id-type="pmid">29422107</pub-id></citation></ref>
<ref id="B75">
<label>75.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Campese</surname> <given-names>N</given-names></name> <name><surname>Beatino</surname> <given-names>MF</given-names></name> <name><surname>Del Gamba</surname> <given-names>C</given-names></name> <name><surname>Belli</surname> <given-names>E</given-names></name> <name><surname>Giampietri</surname> <given-names>L</given-names></name> <name><surname>Del Prete</surname> <given-names>E</given-names></name> <etal/></person-group>. <article-title>Ultrasensitive techniques and protein misfolding amplification assays for biomarker-guided reconceptualization of Alzheimer&#x00027;s and other neurodegenerative diseases</article-title>. <source>Expert Rev Neurother.</source> (<year>2021</year>) <volume>21</volume>:<fpage>949</fpage>&#x02013;<lpage>67</lpage>. <pub-id pub-id-type="doi">10.1080/14737175.2021.1965879</pub-id><pub-id pub-id-type="pmid">34365867</pub-id></citation></ref>
</ref-list>
</back>
</article> 
