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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Aging Neurosci.</journal-id>
<journal-title>Frontiers in Aging Neuroscience</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Aging Neurosci.</abbrev-journal-title>
<issn pub-type="epub">1663-4365</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnagi.2021.790939</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Aging Neuroscience</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Changes in Serum Cystatin C Levels and the Associations With Cognitive Function in Alzheimer&#x00027;s Disease Patients</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Chen</surname> <given-names>Xueping</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/859430/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Huang</surname> <given-names>Yan</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/1523009/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Bao</surname> <given-names>Ting</given-names></name>
</contrib>
<contrib contrib-type="author">
<name><surname>Jia</surname> <given-names>Fu</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/1281678/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Ou</surname> <given-names>Ruwei</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/534793/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Wei</surname> <given-names>Qianqian</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/1191180/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Chen</surname> <given-names>Yongping</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/367478/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Liu</surname> <given-names>Jiao</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/990185/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Yang</surname> <given-names>Jing</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/1140888/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Shang</surname> <given-names>Huifang</given-names></name>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
</contrib>
</contrib-group>
<aff><institution>West China Hospital, Sichuan University</institution>, <addr-line>Chengdu</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Henrik Zetterberg, University of Gothenburg, Sweden</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Roberta Ghidoni, San Giovanni di Dio Fatebenefratelli Center (IRCCS), Italy; Wei Ling Lau, University of California, Irvine, United States</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Huifang Shang <email>hfshang2002&#x00040;163.com</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Alzheimer&#x00027;s Disease and Related Dementias, a section of the journal Frontiers in Aging Neuroscience</p></fn></author-notes>
<pub-date pub-type="epub">
<day>28</day>
<month>01</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>13</volume>
<elocation-id>790939</elocation-id>
<history>
<date date-type="received">
<day>07</day>
<month>10</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>20</day>
<month>12</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2022 Chen, Huang, Bao, Jia, Ou, Wei, Chen, Liu, Yang and Shang.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Chen, Huang, Bao, Jia, Ou, Wei, Chen, Liu, Yang and Shang</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 and Objective</title>
<p>Cystatin C is indicated to be involved in the pathogenesis of Alzheimer&#x00027;s disease (AD) and cognitive impairment. Our objective is to examine the serum Cystatin C levels, and to clarify the correlations between serum Cystatin C and cognitive performance in Chinese AD patients.</p>
</sec>
<sec>
<title>Methods</title>
<p>The serum Cystatin C concentrations in AD patients and age, sex, and body mass index (BMI) matched-healthy controls were measured. The cognitive functions of the AD patients were evaluated by using the Mini-mental State Examination (MMSE) and the Montreal Cognitive Assessment (MoCA). The severity of dementia was determined with clinical dementia rating (CDR).</p>
</sec>
<sec>
<title>Results</title>
<p>A total of 463 AD patients and 1,389 matched healthy subjects were included. AD patients had higher serum Cystatin C than healthy controls. Serum cystatin C levels were correlated with MoCA scores in AD patients. In an ordinal logistic regression model, AD patients with higher serum cystatin C levels had increased odds of severe cognitive dysfunction.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Our study suggested that AD patients had higher levels of serum cystatin C than age/sex/BMI-matched normal control subjects. Higher serum cystatin C may be associated with worse cognitive performance, but more studies are required to verify such association.</p>
</sec>
</abstract>
<kwd-group>
<kwd>neurodegenerative diseases</kwd>
<kwd>Alzheimer&#x00027;s disease</kwd>
<kwd>cystatin C</kwd>
<kwd>cognition</kwd>
<kwd>association analysis</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="40"/>
<page-count count="6"/>
<word-count count="5212"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Cystatin C is highly expressed in the brain and cerebrospinal fluid (CSF) (L&#x000F6;fberg and Grubb, <xref ref-type="bibr" rid="B14">1979</xref>), and it is indicated to play many roles in the risk and pathobiology for Alzheimer&#x00027;s disease (AD) (Taupin et al., <xref ref-type="bibr" rid="B35">2000</xref>; Palmer et al., <xref ref-type="bibr" rid="B22">2001</xref>; Gauthier et al., <xref ref-type="bibr" rid="B5">2011</xref>). Genetically, the CST3 B haplotype of cystatin C was considered to be a risk factor for AD, frontotemporal dementia (FTD), and Lewy body dementia (LBD) (Finckh et al., <xref ref-type="bibr" rid="B4">2000</xref>; Bertram et al., <xref ref-type="bibr" rid="B1">2007</xref>; Maetzler et al., <xref ref-type="bibr" rid="B15">2010</xref>; Hua et al., <xref ref-type="bibr" rid="B8">2012</xref>). Clinically, in patients with FTD and LBD, a reduction of CSF cystatin C was found, and it was associated with an anticipation of dementia onset (R&#x000FC;etschi et al., <xref ref-type="bibr" rid="B26">2005</xref>; Sundel&#x000F6;f et al., <xref ref-type="bibr" rid="B33">2008</xref>; Maetzler et al., <xref ref-type="bibr" rid="B15">2010</xref>).</p>
<p>Specifically, in patients with AD, cystatin C levels in CSF were found to be reduced, compared to individuals without dementia (Simonsen et al., <xref ref-type="bibr" rid="B30">2007</xref>; Hansson et al., <xref ref-type="bibr" rid="B7">2009</xref>; Zhong et al., <xref ref-type="bibr" rid="B40">2013</xref>), and CSF cystatin C levels were positively correlated with tau and A&#x003B2; levels (Sundel&#x000F6;f et al., <xref ref-type="bibr" rid="B34">2010</xref>; Zhong et al., <xref ref-type="bibr" rid="B40">2013</xref>). However, another study found increased cystatin C levels in CSF of AD patients compared to those in controls (Carrette et al., <xref ref-type="bibr" rid="B2">2003</xref>). In plasma, a study found that AD patients had higher plasma cystatin C levels than healthy control subjects (Wang R. et al., <xref ref-type="bibr" rid="B38">2017</xref>). The association of serum cystatin C with risk of mild cognitive impairment (MCI) or dementia was inconsistent. The Health ABC Study showed that high levels of serum cystatin C increased the risk of cognitive impairment and individuals with higher levels of cystatin C had poorer performance on cognitive examinations (Yaffe et al., <xref ref-type="bibr" rid="B39">2008</xref>). In contrast, the Uppsala Longitudinal Study found that high levels of serum cystatin C were related to a decreased risk of AD in men aged between 70 and 77 years-old (Sundel&#x000F6;f et al., <xref ref-type="bibr" rid="B33">2008</xref>), and a study also found that MCI patients with higher serum cystatin C levels remained stable, without developing to dementia (Romero-Sevilla et al., <xref ref-type="bibr" rid="B25">2018</xref>). Moreover, the Osteoporotic Fractures study reported a <italic>U</italic>-shape association between serum cystatin C and cognitive impairment in elderly women, but the association no longer existed after adjusting for covariates (Slinin et al., <xref ref-type="bibr" rid="B31">2015</xref>). However, there is no study focusing on the association of serum cystatin C levels with cognitive performance in AD patients.</p>
<p>In this study we are aiming to examine the levels of serum cystatin C in AD patients and compare to those in matched healthy subjects, and trying to determine whether serum cystatin C levels are associated with the severity of the dementia.</p>
</sec>
<sec sec-type="materials and methods" id="s2">
<title>Materials and Methods</title>
<sec>
<title>Patients and Ethics Statement</title>
<p>This study was performed at the Department of Neurology, Sichuan University West China Hospital, Chengdu, China. From Jan 2014 to Dec 2019, a total of 463 patients with probable AD were enrolled. The diagnosis of AD was based on the criteria issued by the National Institute of Neurological and Communicative Disorders and Stroke-Alzheimer&#x00027;s Disease and Related Disorders Association (NINCDS-ADRDA) The individual, semistructured interviews were conducted with participants and their close informants. Demographic data, including sociodemographic characteristics, lifestyle, medical history, current medications, and family history, were collected. Clinical data related to cognitive impairments, including time of onset, possible triggers, course of condition, impact on daily activities, changes in mood or behavior, and treatment and its effects, were also recored. Last, standardized general and neurological examinations were performed. The diagnoses were made at the end of each interviews according to the NINCDS-ADRDA criteria (McKhann et al., <xref ref-type="bibr" rid="B18">1984</xref>). AD patients participated in the standardized assessments, including the Mini-mental State Examination (MMSE), the Montreal Cognitive Assessment (MoCA), and magnetic resonance imaging (MRI). AD patients with MMSE score higher than 25 were excluded. A total of 1,389 healthy controls (HCs) were also recruited from the Medical Examination Centre of West China Hospital, and they were 3:1 and age/gender/body mass index (BMI)-matched to the AD patients. The HCs also received MMSE and MoCA evaluation. Since MMSE has shown not to be adequate in detecting MCI and clinical signs of dementia, and MoCA is superior to MMSE in the identification of MCI (Pinto et al., <xref ref-type="bibr" rid="B23">2019</xref>), HCs with MMSE score higher than 25 and MoCA sore higher than 22 were included in the present study. Participants, including both AD patients and HCs, who were diagnosed with vascular dementia (VaD), cardiopathy, hypertension, diabetes mellitus, and renal dysfunction, were also excluded. All participants underwent hematological examinations considered to be part of the diagnostic workshop. Peripheral blood samples from the cubital vein were acquired from each AD patient and HCs. Samples were taken by venipuncture, performed between 9:00 and 11:00 a.m., after fasting from midnight. The blood specimens were left at room temperature for 30 min to clot and centrifuged for 10 min at 1,200 g. The cystatin C levels were measured by the automated particle-enhanced immunoturbidimetric method, and the measurement were completed in the Olympus AU5400 analyzer (Olympus, Tokyo, Japan) using the manufacturer&#x00027;s reagents and according to the manufacturer&#x00027;s instructions. The quality of all analyses was assured by appropriate quality control. The kidney function was evaluated using the estimated glomerular filtration rate (eGFR); the calculation of eGFR was completed using the abbreviated Modification of Diet in Renal Disease (MDRD) formula, recommended by K/DOQI as the preferred equation for eGFR (Lameire et al., <xref ref-type="bibr" rid="B11">2006</xref>). When eGFR was 60/mL/min/1.73 m<sup>2</sup> or less, an impaired renal function was considered. DNA was isolated from blood cells. Samples were amplified by polymerase chain reaction (ABI 7500 FAST, Applied Biosystem, Thermofisher, Waltham, USA). APOE haplotypes were determined according to the manufacturer&#x00027;s instruction with the use of ViennaLab ApoE Strip Assay (Memorigen, Xiamen, China).</p>
<p>This study was approved by the Ethical Committee of West China Hospital of Sichuan University. All AD patients and control subjects gave their written informed consent to participate in the investigation.</p>
</sec>
<sec>
<title>Clinical Evaluation</title>
<p>The following variables were collected: age of onset, sex, BMI, education level, frequent physical activity, smoke, and alcohol consumption. The Clinical Dementia Rating (CDR) is an informant-based global assessment scale with established reliability and validity, and it is utilized as a severity-ranking scale in AD patients in the present study. The cognitive performance was rated in six domains: memory, orientation, judgment and problem solving, community affairs, home and hobbies, and personal care. Each domain is rated according to one of five levels of impairment, and the cognitive dysfunction was defined as follow: mild (CDR = 0.5 or 1), moderate (CDR = 2) and severe (CDR = 3).</p>
</sec>
<sec>
<title>Statistical Analysis</title>
<p>Comparisons of continuous variables between two groups were made using Student&#x00027;s <italic>t</italic>-test. The Kolmogorov-Smirnov test was applied in all continuous variables to verify the presence of normality. A &#x003C7;2 test was used to compare the categorical variables. One-way ANOVA was performed for three group comparisons of normally-distributed continuous variables. Pearson&#x00027;s non-parametric correlation was applied to investigate the existence of linear association of the serum cystatin C levels and eGFR values to the cognitive performance. The association between cystatin C levels with CDR grading was assessed using ordinal logistic regression model, which was used to predict the CDR stage using serum cystatin C levels in a single model, potential confounders, including age of onset, sex, disease duration, and carriage of the APOE4 allele were allowed in the analyses. This method makes the parallel regression assumption for all variables across the grading of CDR stage. All data were presented in the form of mean &#x000B1; standard deviation, and they were analyzed using SPSS 17.0. A <italic>p</italic>-value of &#x0003C;0.05 was considered to be statistically significant.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<p>This cross-sectional study included 463 AD patients [231 males (49.9%) and 232 (50.1%) females], and 1,389 healthy subjects [693 males (49.9%) and 696 females (50.1%)]. The MRI scan supported the diagnosis of the included AD patients, who had medial temporal 146 lobe atrophy, and the Fazekas scale of white matter lesions was &#x0003C;2. The mean age at examination of the AD patients and HCs were 69.00 &#x000B1; 11.31 and 69.08 &#x000B1; 11.28 years, respectively. Serum cystatin C levels in AD patients were significantly higher than those in normal subjects (1.034 &#x000B1; 0.254 vs. 1.010 &#x000B1; 0.248, <italic>p</italic> = 0.0362). The cognitive performances evaluated by MMSE or MoCA were poorer in AD patients compared to those in HCs (<xref ref-type="table" rid="T1">Table 1</xref>).</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Demographic and clinical characteristics of patients with AD and healthy controls.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left"><bold>Characteristics</bold></th>
<th valign="top" align="center"><bold>AD (<italic>n</italic> &#x0003D; 463)</bold></th>
<th valign="top" align="center"><bold>Controls (<italic>n</italic> &#x0003D; 1,389)</bold></th>
<th valign="top" align="center"><bold><italic>p</italic>-value</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Male, <italic>n</italic> (%)</td>
<td valign="top" align="center">231 (49.9)</td>
<td valign="top" align="center">693 (49.9)</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left">Age at examination, yr</td>
<td valign="top" align="center">69.00 &#x000B1; 11.31</td>
<td valign="top" align="center">69.08 &#x000B1; 11.28</td>
<td valign="top" align="center">0.9016</td>
</tr>
<tr>
<td valign="top" align="left">BMI</td>
<td valign="top" align="center">22.36 &#x000B1; 3.63</td>
<td valign="top" align="center">22.58 &#x000B1; 3.89</td>
<td valign="top" align="center">0.8321</td>
</tr>
<tr>
<td valign="top" align="left">eGFR (ml/min)</td>
<td valign="top" align="center">101.13 &#x000B1; 21.16</td>
<td valign="top" align="center">104.76 &#x000B1; 19.53</td>
<td valign="top" align="center">0.5961</td>
</tr>
<tr>
<td valign="top" align="left">APOE 4 allele carriers (%)</td>
<td valign="top" align="center">33.48%</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">Serum cystatin C (mg/l)</td>
<td valign="top" align="center">1.034 &#x000B1; 0.254</td>
<td valign="top" align="center">1.010 &#x000B1; 0.248</td>
<td valign="top" align="center"><italic><bold>P</bold></italic> <bold>&#x0003D; 0.0362</bold></td>
</tr>
<tr>
<td valign="top" align="left">MMSE</td>
<td valign="top" align="center">15.92 &#x000B1; 7.33</td>
<td valign="top" align="center">27.18 &#x000B1; 3.23</td>
<td valign="top" align="center"><italic><bold>p</bold></italic> <bold>&#x0003C; 0.001</bold></td>
</tr>
<tr>
<td valign="top" align="left">MoCA</td>
<td valign="top" align="center">10.33 &#x000B1; 6.45</td>
<td valign="top" align="center">24.98 &#x000B1; 1.13</td>
<td valign="top" align="center"><italic><bold>p</bold></italic> <bold>&#x0003C; 0.001</bold></td>
</tr>
<tr>
<td valign="top" align="left">Age at onset, yr</td>
<td valign="top" align="center">67.58 &#x000B1; 10.12</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">Disease duration, mo</td>
<td valign="top" align="center">17.61</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">CDR staging (0.5 or 1/2/3)</td>
<td valign="top" align="center">148/163/152</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">MMSE according to CDR staging</td>
<td valign="top" align="center">22.88 &#x000B1; 2.93/15.47 &#x000B1; 3.29/6.68 &#x000B1; 3.33</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">MoCA according to CDR staging</td>
<td valign="top" align="center">17.65 &#x000B1; 4.22/10.19 &#x000B1; 3.35/5.25 &#x000B1; 2.85</td>
<td/>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>yr, year; mo, month; MMSE, Mini-Mental State Examination; MoCA, Montreal Cognitive Assessment (MoCA); CDR, clinical dementia rating. The meaning of the bold values is P &#x0003C; 0.05</italic>.</p>
</table-wrap-foot>
</table-wrap>
<p>In order to determine the association between serum cystatin C levels and cognitive impairment, we stratified the cohort based on the CDR grade (mild CDR = 0.5 or 1, moderate CDR = 2, severe CDR = 3). The one-way ANOVA analyses showed that the serum cystatin C levels were not significantly different among AD patients with different severities of dementia (<italic>p</italic> = 0.6588). In addition, the correlation analyses were utilized to investigate the correlations between serum cystatin C levels and cognitive performance assessed by MMSE and MoCA (<xref ref-type="table" rid="T2">Table 2</xref>), and a significant correlation between serum cystatin C levels and MoCA scores was identified (r<sub>s</sub> = &#x02212;0.1326, <italic>p</italic> = 0.046). However, the correlation analyses showed that serum cystatin C levels were not correlated to the cognitive performance in HCs (MMSE: r<sub>s</sub> = &#x02212;0.09827, <italic>p</italic> = 0.1728; MoCA: <italic>r</italic><sub>s</sub> = &#x02212;0.1455, <italic>p</italic> = 0.0798). Serum cystatin C levels was also found to be significantly associated with age at examination in both AD patients and HCs (AD patients: <italic>r</italic><sub>s</sub> = 0.4869, <italic>p</italic> &#x0003C; 0.0001; HCs: <italic>r</italic><sub>s</sub> = 0.5033, <italic>p</italic> &#x0003C; 0.0001). The ordinal logistic regression stratified by CDR grade was conducted, and the results of the model for predicting CDR grade using cystatin C level showed age at onset, sex, disease duration and presence of <italic>APOE</italic> &#x003B5;4 allele were not significant risk factors in this model. However, serum cystatin C levels were slightly associated with severity of cognitive impairment (OR = 1.438, 95% CI 0.017&#x02013;2.858, <italic>p</italic> = 0.047). With regard to the cognitive predictors, AD patients with a 1-point increase in cystatin C levels were 48% more likely to have a higher CDR grade, indicating the AD patients with higher cystatin C levels may have increased odds of severe cognitive dysfunction.</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Correlations of serum cystatin C levels and eGFR values with cognitive performance.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th valign="top" align="center" colspan="2" style="border-bottom: thin solid #000000;"><bold>Serum cystatin C</bold></th>
<th valign="top" align="center" colspan="2" style="border-bottom: thin solid #000000;"><bold>eGFR values</bold></th>
</tr>
<tr>
<th/>
<th valign="top" align="center"><bold><italic>r</italic></bold></th>
<th valign="top" align="center"><bold><italic>p</italic>-value</bold></th>
<th valign="top" align="center"><bold><italic>R</italic></bold></th>
<th valign="top" align="center"><bold><italic>p</italic>-value</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">MMSE</td>
<td valign="top" align="center">&#x02212;0.08484</td>
<td valign="top" align="center">0.1496</td>
<td valign="top" align="center">&#x02212;0.03495</td>
<td valign="top" align="center">0.6295</td>
</tr>
<tr>
<td valign="top" align="left">MoCA</td>
<td valign="top" align="center">&#x02212;0.1326</td>
<td valign="top" align="center"><bold>0.0460</bold></td>
<td valign="top" align="center">&#x02212;0.1282</td>
<td valign="top" align="center">0.1230</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>The meaning of the bold values is P &#x0003C; 0.05</italic>.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>Cystatin C, a cysteine protease inhibitor, is produced by most nucleated cells and present in all body fluids. In the present study, we found that serum cystatin C levels were increased in AD patients than healthy controls, which was supported by some studies (Straface et al., <xref ref-type="bibr" rid="B32">2005</xref>; Wang R. et al., <xref ref-type="bibr" rid="B38">2017</xref>). In contrast, a previous study reported that the plasma cystatin C levels were lower in AD patients than in controls (Chuo et al., <xref ref-type="bibr" rid="B3">2007</xref>), and another studies did not find significant differences in plasma cystatin C levels between AD patients and healthy controls (K&#x000E1;lm&#x000E1;n et al., <xref ref-type="bibr" rid="B10">2000</xref>; Ghidoni et al., <xref ref-type="bibr" rid="B6">2010</xref>; Zhong et al., <xref ref-type="bibr" rid="B40">2013</xref>). Plasma cystatin C was also indicated to modulate the clinical expression of cognitive decline; a significant anticipation of the conversion to dementia was observed in MCI subjects, when the detected plasma cystatin C levels were below 1,067 ng/ml (Ghidoni et al., <xref ref-type="bibr" rid="B6">2010</xref>). Such discrepancy may be caused by the differences in sample sizes, characters of participants and genetic backgrounds. To our knowledge, the current study included the largest sample to determine the difference in serum cystatin C levels between AD patients and healthy subjects.</p>
<p>Cystatin C is an inhibitor of cathepsins. Cathepsin D is suggested to be involved in the pathogenesis of AD, and the cathepsin D level is increased in AD patients (Nixon, <xref ref-type="bibr" rid="B21">2000</xref>). The increase of this cathepsin-inhibitory enzyme in AD patients may represent a compensatory activity aimed at counteracting the increased presence of cathepsin D. Cystatin C levels were also increased in response to injury and oxidative stress (Finckh et al., <xref ref-type="bibr" rid="B4">2000</xref>; Nishio et al., <xref ref-type="bibr" rid="B20">2000</xref>). In the central nervous system (CNS), cystatin C can protect neuronal cells from degeneration induced by fibrillar and oligomeric A&#x003B2; (Tizon et al., <xref ref-type="bibr" rid="B36">2010</xref>). Co-incubate cystatin C with monomeric A&#x003B2;42 can attenuate the formation of A&#x003B2; oligomers and protofibrils (Sastre et al., <xref ref-type="bibr" rid="B27">2004</xref>; Selenica et al., <xref ref-type="bibr" rid="B28">2007</xref>), and increase the cystatin C expression can reduce parenchymal A&#x003B2; load in CNS (Kaeser et al., <xref ref-type="bibr" rid="B9">2007</xref>; Mi et al., <xref ref-type="bibr" rid="B19">2007</xref>). In addition, the peripheral production of A&#x003B2; can be derived from peripheral organs and tissues, including various blood and endothelial cells (Wang J. et al., <xref ref-type="bibr" rid="B37">2017</xref>). The accumulation of A&#x003B2; deposits in the peripheral system may stimulate the expression of cystatin C. However, the exact mechanism of increased serum cystatin C in AD patients is not clear. We have to notice that the serum cystatin C is cleared from the circulation by glomerular filtration, and it can be affected by renal function, but the increase of serum cystatin C level in AD patients cannot be simply attributable to the changes of renal function since we did not find any difference in eGFR between AD patients and controls. Furthermore, ANCOVA adjusting for eGFR showed consistent result of significantly higher serum cystatin C levels in AD patients. The findings of the association of serum cystatin C with cognitive impairment were inconsistent: one study did not find any associations in AD patients (Zhong et al., <xref ref-type="bibr" rid="B40">2013</xref>), but another study found a significant correlation between serum cystatin C levels and MMSE scores in female AD patients (Wang R. et al., <xref ref-type="bibr" rid="B38">2017</xref>). In the current study, we found that serum cystatin C levels were negatively associated with cognitive function assessed by MoCA, higher serum cystatin C levels were weakly related to poorer cognitive performance. In addition, we found a significant positive correlation between serum cystatin C and age in both AD patients and healthy subjects. Previous studies also found this association in AD patients (Chuo et al., <xref ref-type="bibr" rid="B3">2007</xref>; Zhong et al., <xref ref-type="bibr" rid="B40">2013</xref>). Therefore, the association between serum cystatin C and age is not disease-specific. Since age is the biggest risk factor for AD (McCartney et al., <xref ref-type="bibr" rid="B17">2018</xref>), we compared the age-at-examination among AD patients with different CDR score, but the differences in age-at-examination were not significant in patients with different level of cognitive dysfunction. We also compared the serum cystatin C levels among AD patients with different severity of dementia, and we did not find any differences in serum cystatin C levels among patients with mild, moderate, or severe dementia evaluated by CDR. However, using ordinal logistic regression models, we found that serum cystatin C levels were slightly associated with cognitive dysfunction; patients with higher cystatin C levels had increased odds of severe cognitive impairment. Similarly, a previous study found that among community-resident elders, those with increased serum cystatin C levels had poorer performance in cognitive tests evaluated by the Modified Mini-Mental State Examination (3MS) and the Digit Symbol Substitution Test (DSST) (Yaffe et al., <xref ref-type="bibr" rid="B39">2008</xref>). Another study also evaluated the cystatin C levels in 193 participants older than 90, and found that higher tertiles of cystatin C was related with poorer global cognition, executive function and visual-spatial ability (Lau et al., <xref ref-type="bibr" rid="B13">2020</xref>). Similarly, the Cardiovascular Health Study Cognition Study reported that high serum levels of cystatin C were related to poorer cognitive performance 6 years later (Riverol et al., <xref ref-type="bibr" rid="B24">2015</xref>). However, the results of previous studies that correlated cystatin C with AD required careful interpretation. First, the association between cystatin C and cognition may underscore the connection between kidney function and cognitive function. Studies have shown that subjects with renal dysfunction had an elevated risk of developing dementia and poorer performance on cognitive function (Seliger et al., <xref ref-type="bibr" rid="B29">2004</xref>; Martens et al., <xref ref-type="bibr" rid="B16">2017</xref>). Cystatin C was found to be associated with cognitive performance in 90&#x0002B; year-olds; among them nearly 90% had cystatin C levels more than 1.0, indicating that the kidney function is impaired. Further study also gave 308 individuals aged 90 or older a PET scan and obtained the brain indices of A&#x003B2; deposition using a statistically defined region of interest (statROI), and found that PET statROI was not correlated with cystatin C and eGFR, indicating an independent association between cognition and chronic kidney disease (CKD), and the CKD-associated cognitive dysfunction largely reflects vascular rather than A&#x003B2; pathology (Lau et al., <xref ref-type="bibr" rid="B12">2021</xref>). Second, the correlation between serum cystatin C and cognitive function may not only depend on kidney function. In the present study, no significant differences in eGFR were found among patients with different degrees of dementia stratified by CDR grade, and the eGFR values were not associated with cognition evaluated by MMSE and MoCA. In addition, a previous study also found that elders with high serum cystatin C levels had higher risks of cognitive impairment whether or not they had CKD (Yaffe et al., <xref ref-type="bibr" rid="B39">2008</xref>).</p>
<p>There are some limitations in the present study which should not be ignored: (1) the genetic CST3 genotypes were not considered; (2) the results of the present cannot be extrapolated to other populations since our patients were recruited from a single specialized unit. On the other hand, some of the strengths of our study are the strict inclusion criteria, the examination of APOE genotype, and the fact that the specialized neurologists conducted all the data collections and manifestation assessments.</p>
</sec>
<sec sec-type="conclusions" id="s5">
<title>Conclusion</title>
<p>In summary, the findings of the current study support the idea that cystatin C plays an essential role in the pathogenesis of AD. Our results suggest AD patients had higher levels of serum cystatin C when compared to age/sex/BMI-matched normal controls, and higher serum cystatin C levels were weakly associated with worse cognitive performance in AD patients. Our findings strengthen the evidence that serum cystatin C may be involved in modulating the clinical expression of cognitive decline. Further longitudinal studies in larger cohorts and distinct ethnic groups will be needed to validate our findings, and to determine the mechanisms underlying this association.</p>
</sec>
<sec sec-type="data-availability" id="s6">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author/s.</p>
</sec>
<sec id="s7">
<title>Author Contributions</title>
<p>HS conceived this study. YH, TB, RO, QW, YC, JL, and JY did the patient evaluation and data collection. FJ did the statistical analysis. XC and HS wrote the manuscript while all authors revised and discussed to the final edition. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec sec-type="funding-information" id="s8">
<title>Funding</title>
<p>This study was supported by grant from National key Research and development program of China (Grant No. 2017YFC09007703), grant from science and technology planning project in Sichuan Province (Grant No. 2020YJ0281), grant from 1&#x000B7;3&#x000B7;5 project for disciplines of excellence West China Hospital Sichuan University (Grant No. ZYJC18038), and the grant from cadres health care project in Sichuan Province (Grant No. 2019-112).</p>
</sec>
<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>
</body>
<back>
<ack><p>The authors gratefully acknowledge the AD patients for their participation in this study.</p>
</ack>
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