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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.2023.1254824</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Aging Neuroscience</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Association between the risk and severity of Parkinson&#x2019;s disease and plasma homocysteine, vitamin B12 and folate levels: a systematic review and meta-analysis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Quan</surname>
<given-names>Yuxin</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Xu</surname>
<given-names>Jisen</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Xu</surname>
<given-names>Qing</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Guo</surname>
<given-names>Zhiqing</given-names>
</name>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2240907/overview"/>
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<contrib contrib-type="author">
<name>
<surname>Ou</surname>
<given-names>Ruwei</given-names>
</name>
<xref rid="aff3" ref-type="aff"><sup>3</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Shang</surname>
<given-names>Huifang</given-names>
</name>
<xref rid="aff3" ref-type="aff"><sup>3</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Wei</surname>
<given-names>Qianqian</given-names>
</name>
<xref rid="aff3" ref-type="aff"><sup>3</sup></xref>
<xref rid="c001" ref-type="corresp"><sup>&#x002A;</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>West China School of Medicine, West China Hospital, Sichuan University</institution>, <addr-line>Chengdu, Sichuan</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>State Key Laboratory of Biotherapy, Sichuan University</institution>, <addr-line>Chengdu, Sichuan</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Neurology, Laboratory of Neurodegenerative Disorders, West China Hospital, Sichuan University</institution>, <addr-line>Chengdu, Sichuan</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001"><p>Edited by: Sabina Capellari, University of Bologna, Italy</p></fn>
<fn fn-type="edited-by" id="fn0002"><p>Reviewed by: Svetlana Tomic, Osijek Clinical Hospital Center, Croatia; Amie Hiller, Oregon Health and Science University, United States</p></fn>
<corresp id="c001">&#x002A;Correspondence: Qianqian Wei, <email>weiqianqian9767@163.com</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>24</day>
<month>10</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>15</volume>
<elocation-id>1254824</elocation-id>
<history>
<date date-type="received">
<day>07</day>
<month>07</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>25</day>
<month>09</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 Quan, Xu, Xu, Guo, Ou, Shang and Wei.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Quan, Xu, Xu, Guo, Ou, Shang and Wei</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 id="sec1">
<title>Background</title>
<p>Parkinson&#x2019;s disease (PD) is recognized as the second most prevalent progressive neurodegenerative disease among the elderly. However, the relationship between PD and plasma homocysteine (Hcy), vitamin B12, and folate has yielded inconsistent results in previous studies. Hence, in order to address this ambiguity, we conducted a meta-analysis to summarize the existing evidence.</p>
</sec>
<sec id="sec2">
<title>Methods</title>
<p>Suitable studies published prior to May 2023 were identified by searching PubMed, EMBASE, Medline, Ovid, and Web of Science. The methodological quality of eligible studies was assessed using the Newcastle-Ottawa Quality Assessment Scale (NOS). Meta-analysis and publication bias were then performed using R version 4.3.1.</p>
</sec>
<sec id="sec3">
<title>Results</title>
<p>The results of our meta-analysis, consisting of case&#x2013;control and cross-sectional studies, showed that PD patients had lower folate and vitamin B12 levels (SMD [95%CI]: &#x2212;0.30[&#x2212;0.39, &#x2212;0.22], <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001 for Vitamin B12; SMD [95%CI]: &#x2212;0.20 [&#x2212;0.28, &#x2212;0.13], <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001 for folate), but a significant higher Hcy level (SMD [95%CI]: 0.86 [0.59, 1.14], <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001) than healthy people. Meanwhile, PD was significantly related to hyperhomocysteinemia (SMD [95%]: 2.02 [1.26, 2.78], <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001) rather than plasma Hcy below 15&#x2009;&#x03BC;mol/L (SMD [95%]: &#x2212;0.31 [&#x2212;0.62, 0.00], <italic>p</italic>&#x2009;=&#x2009;0.05). Subgroup analysis revealed associations between the Hcy level of PD patients and region (<italic>p</italic>&#x2009;=&#x2009;0.03), age (<italic>p</italic>&#x2009;=&#x2009;0.03), levodopa therapy (<italic>p</italic>&#x2009;=&#x2009;0.03), Hoehn and Yahr stage (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001), and cognitive impairment (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001). However, gender (<italic>p</italic>&#x2009;=&#x2009;0.38) and sample size (<italic>p</italic>&#x2009;=&#x2009;0.49) were not associated.</p>
</sec>
<sec id="sec4">
<title>Conclusion</title>
<p>Hcy, vitamin B12, and folic acid potentially predict the onset and development of PD. Additionally, multiple factors were linked to Hcy levels in PD patients. Further studies are needed to comprehend their roles in PD.</p>
</sec>
</abstract>
<kwd-group>
<kwd>Parkinson&#x2019;s disease</kwd>
<kwd>homocysteine</kwd>
<kwd>vitamin B12</kwd>
<kwd>folate</kwd>
<kwd>metaanalysis</kwd>
<kwd>systematic review</kwd>
</kwd-group>
<contract-num rid="cn1">2023YFQ0098</contract-num>
<contract-sponsor id="cn1">Sichuan Province Science and Technology Department</contract-sponsor>
<contract-sponsor id="cn2">Health Research<named-content content-type="fundref-id">10.13039/100005622</named-content></contract-sponsor>
<counts>
<fig-count count="4"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="88"/>
<page-count count="13"/>
<word-count count="9514"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Parkinson&#x2019;s Disease and Aging-related Movement Disorders</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec5">
<label>1.</label>
<title>Introduction</title>
<p>Parkinson&#x2019;s disease (PD) has become the second most common neurodegenerative disease in the elderly. The incidence and prevalence of PD rise with age in a steadily increasing manner (<xref ref-type="bibr" rid="ref22">de Rijk et al., 1995</xref>; <xref ref-type="bibr" rid="ref55">Pringsheim et al., 2014</xref>). As the global population ages, the prevalence of PD is projected to double over the next two decades (<xref ref-type="bibr" rid="ref26">Dorsey et al., 2018a</xref>,<xref ref-type="bibr" rid="ref27">b</xref>). It occurs rapidly worldwide without significant epidemiological differences between regions (<xref ref-type="bibr" rid="ref26">Dorsey et al., 2018a</xref>; <xref ref-type="bibr" rid="ref7">Bloem et al., 2021</xref>), but the number of patients is increasing rapidly in China, which accounted for more than a quarter of all patients in 2020 (<xref ref-type="bibr" rid="ref26">Dorsey et al., 2018a</xref>,<xref ref-type="bibr" rid="ref27">b</xref>; <xref ref-type="bibr" rid="ref56">Qi et al., 2021</xref>).</p>
<p>PD is a chronic and incurable disease that is characterized by the presence of bradykinesia, muscular rigidity, resting tremor, and postural instability. It is also associated with various non-motor symptoms such as cognitive impairment, hyposmia, constipation, and mood disorders (<xref ref-type="bibr" rid="ref35">Jankovic and Tan, 2020</xref>; <xref ref-type="bibr" rid="ref7">Bloem et al., 2021</xref>). As a result, PD leads to a significant reduction in the quality of life of patients and their families with symptoms worsening over time (<xref ref-type="bibr" rid="ref32">Hoogland et al., 2017</xref>). The main pathological changes of PD, the loss of dopaminergic neurons in the substantia nigra (SN) and the presence of Lewy bodies (LBs) and Lewy neurites (LNs; <xref ref-type="bibr" rid="ref24">Dickson, 2018</xref>; <xref ref-type="bibr" rid="ref29">Foffani and Obeso, 2018</xref>; <xref ref-type="bibr" rid="ref14">Chen et al., 2020</xref>; <xref ref-type="bibr" rid="ref7">Bloem et al., 2021</xref>), which consist of &#x03B1;-Synuclein (<xref ref-type="bibr" rid="ref22">de Rijk et al., 1995</xref>; <xref ref-type="bibr" rid="ref32">Hoogland et al., 2017</xref>), are universally acknowledged. However, the precise cause of this pathological change still remains unclear. Genes, lifestyle, aging, oxidative stress, and other factors are responsible for the degeneration and death of dopamine neurons (<xref ref-type="bibr" rid="ref43">Martignoni et al., 2007</xref>; <xref ref-type="bibr" rid="ref14">Chen et al., 2020</xref>; <xref ref-type="bibr" rid="ref35">Jankovic and Tan, 2020</xref>; <xref ref-type="bibr" rid="ref7">Bloem et al., 2021</xref>). Thus, the identification of treatable conditions that contribute to PD may reduce the burden on public health and the economy in a rapidly aging society (<xref ref-type="bibr" rid="ref30">Fredericks et al., 2017</xref>).</p>
<p>Methionine, an essential amino acid derived from proteins in food, is metabolized in the erythrocytes to produce homocysteine (Hcy), a sulfur-containing amino acid. Homocysteine is primarily metabolized in the liver. The conversion of methionine to active methyl donor S-adenosylmethionine (SAM) occurs through the catalysis of S-adenosylmethionine synthetase, in which methionine combines with ATP. Subsequently, SAM is converted to S-adenosine homocysteine (SAH) by methyltransferase, resulting in the hydrolysis of Hcy and adenosine (<xref ref-type="bibr" rid="ref43">Martignoni et al., 2007</xref>; <xref ref-type="bibr" rid="ref71">Tinelli et al., 2019</xref>). The metabolism of Hcy involves two foremost pathways (<xref ref-type="bibr" rid="ref22">de Rijk et al., 1995</xref>; <xref ref-type="bibr" rid="ref54">Postuma and Lang, 2004</xref>; <xref ref-type="bibr" rid="ref43">Martignoni et al., 2007</xref>; <xref ref-type="bibr" rid="ref64">Sharma et al., 2015</xref>; <xref ref-type="bibr" rid="ref47">Murray and Jadavji, 2019</xref>; <xref ref-type="bibr" rid="ref71">Tinelli et al., 2019</xref>): The remethylation pathway, which converts Hcy to methionine, requires methionine synthetase (MS) and vitamin B12 as coenzymes. 5-Methyltetrahydrofolate (5-MTHF) supplies the methyl group for this pathway (<xref ref-type="bibr" rid="ref55">Pringsheim et al., 2014</xref>); The sulfidation pathway is an irreversible reaction that requires cystathionine-&#x03B2;-synthetase (CBS) and vitamin B6 as coenzymes. It converts Hcy to cystathionine, which is then converted to cysteine (<xref rid="fig1" ref-type="fig">Figure 1</xref>). Based on the metabolism of Hcy, the enzyme MTHFR plays an important role in converting Hcy to methionine with vitamin B12 and folate as cofactors (<xref ref-type="bibr" rid="ref43">Martignoni et al., 2007</xref>; <xref ref-type="bibr" rid="ref33">Hu et al., 2013</xref>). Hence, it is hypothesized that the plasma levels of Hcy are negatively correlated with plasma folate and vitamin B12 levels.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Pathways for the metabolism of homocysteine. 5-MTHF, 5-methyltetrahydrofolate; THF, Tetrahydrofolate; 5,10-CH2-THF, 5,10-methylenetetrahydrofolate; MTHFR, 5,10-methylenetetrahydrofolatereductase; CBS, Cystathionine-&#x03B2;&#x2009;-synthase; MS, methionine synthetase; MAT, methionine adenosyltransferase or S-adenosylmethionine synthetase; DHFR, Dihydrofolate Reductase.</p>
</caption>
<graphic xlink:href="fnagi-15-1254824-g001.tif"/>
</fig>
<p>Studies have shown that hyperhomocysteinemia (Hhcy), characterized by plasma Hcy levels exceeding 15&#x2009;&#x03BC;mol/L, may be an independent risk factor for Parkinson&#x2019;s disease (<xref ref-type="bibr" rid="ref43">Martignoni et al., 2007</xref>; <xref ref-type="bibr" rid="ref42">Licking et al., 2017</xref>; <xref ref-type="bibr" rid="ref78">Xie et al., 2017</xref>; <xref ref-type="bibr" rid="ref40">Li et al., 2020</xref>). PD patients have been found to have significantly higher Hcy levels compared to healthy individuals worldwide (<xref ref-type="bibr" rid="ref25">Dong and Wu, 2020</xref>; <xref ref-type="bibr" rid="ref57">Rahnemayan et al., 2022</xref>). Furthermore, Hcy levels in PD are associated with folate, vitamin B12, age, genetics, sex, L-dopa treatment, cognitive impairment, and so on (<xref ref-type="bibr" rid="ref33">Hu et al., 2013</xref>; <xref ref-type="bibr" rid="ref18">Collier et al., 2017</xref>). Both <italic>in vitro</italic> and <italic>in vivo</italic> studies have demonstrated that Hcy plays a role in the pathogenesis of mesencephalic dopaminergic neuronal death in PD (<xref ref-type="bibr" rid="ref77">Wei et al., 2016</xref>).</p>
<p>However, the association between Hcy levels and the severity of PD has not been previously reported (<xref ref-type="bibr" rid="ref23">Deng et al., 2022</xref>). In fact, previous studies have suggested that Hcy does not play a significant role in the pathogenesis of PD. For instance, studies by Rodriguez-Oroz and Camicioli found an unclear relationship between plasma Hcy levels and cognitive impairment in PD patients (<xref ref-type="bibr" rid="ref12">Camicioli et al., 2009</xref>; <xref ref-type="bibr" rid="ref60">Rodriguez-Oroz et al., 2009</xref>), contradicting the results of other studies (<xref ref-type="bibr" rid="ref69">Song et al., 2013</xref>; <xref ref-type="bibr" rid="ref65">Shen, 2015</xref>; <xref ref-type="bibr" rid="ref57">Rahnemayan et al., 2022</xref>).</p>
<p>To sum up, the association between Hcy levels and PD remains controversial. Consequently, our study aimed to provide valuable insights and useful references for the clinical practice of PD, by systematically analyzing the association between plasma Hcy, folate, vitamin B12 levels, and PD.</p>
</sec>
<sec sec-type="methods" id="sec6">
<label>2.</label>
<title>Methods</title>
<sec id="sec7">
<label>2.1.</label>
<title>Literature search</title>
<p>To conduct the meta-analysis, we followed the quality standards for such analysis. We searched the electronic databases PubMed, EMBASE, Medline, Ovid, and Web of Science to identify suitable studies published prior to May 2023 using the following search strategies (<xref ref-type="bibr" rid="ref22">de Rijk et al., 1995</xref>): &#x201C;Homocysteine&#x201D; OR &#x201C;Hcy&#x201D; OR &#x201C;Hyperhomocysteinemia&#x201D; OR &#x201C;Folate&#x201D; OR &#x201C;Folic acid&#x201D; OR &#x201C;Vitamin B9&#x201D; OR &#x201C;Vitamin B12&#x201D; and (<xref ref-type="bibr" rid="ref55">Pringsheim et al., 2014</xref>) &#x201C;Parkinson&#x201D; OR &#x201C;Parkinson&#x2019;s disease&#x201D; OR &#x201C;PD.&#x201D; We only considered articles written in English, without any other restrictions. Moreover, we manually reviewed reference lists and citations to identify any additional relevant studies.</p>
</sec>
<sec id="sec8">
<label>2.2.</label>
<title>Inclusion and exclusion criteria</title>
<p>Studies were included if they met the following criteria:</p>
<list list-type="order">
<list-item>
<p>The studies had to be original research, including population-based studies, case&#x2013;control studies and cohort studies;</p>
</list-item>
<list-item>
<p>The patients included in the studies had to have a diagnosis of idiopathic Parkinson&#x2019;s disease based on the UK Brain Bank criteria, with the exclusion of Parkinson&#x2019;s syndrome, secondary Parkinson&#x2019;s syndrome, and other psychopathies.</p>
</list-item>
<list-item>
<p>The controls in the studies had to be healthy individuals without a history of neurological disease or any disease related to Hcy, such as liver cirrhosis, end-stage renal disease, or malignancy;</p>
</list-item>
<list-item>
<p>The studies had to have received approval from the hospital ethics committee and informed consent was obtained from all patients;</p>
</list-item>
<list-item>
<p>The studies had to report complete information or provide enough data to calculate the mean and standard deviation of plasma Hcy, folate, or vitamin B12.</p>
</list-item>
</list>
<p>Studies were excluded if they met the following criteria:</p>
<list list-type="order">
<list-item>
<p>Meta-analysis, review, case report, review, or letters;</p>
</list-item>
<list-item>
<p>Unable to obtain the full text;</p>
</list-item>
<list-item>
<p>Repeated or overlapped publications;</p>
</list-item>
<list-item>
<p>Data of the study was insufficient or undefined, including cohorts and data on the mean and standard deviation of plasma Hcy, folate, or vitamin B12.</p>
</list-item>
</list>
</sec>
<sec id="sec9">
<label>2.3.</label>
<title>Data extraction</title>
<p>The included studies were independently assessed by three reviewers. The extracted data included the name of the first author, publication year, the ethnicity of samples, the number of subjects, gender distribution, mean age, mean follow-up duration, mean and SD of Hcy, folate, and vitamin B12 levels for patients and controls, as well as the source and detection method used for Hcy, folate, and vitamin B12 analyses.</p>
</sec>
<sec id="sec10">
<label>2.4.</label>
<title>Quality evaluation</title>
<p>For the quality evaluation of the eligible studies, we used the Newcastle-Ottawa Quality Assessment Scale (NOS). The NOS utilizes a star system, allowing for a maximum score of nine stars spanning from 0 to 9. This system is divided into four parts: participant selection, comparability of the study group, exposure assessment, and outcome evaluation. A score below 7 indicates a low-quality study.</p>
</sec>
<sec id="sec11">
<label>2.5.</label>
<title>Statistical analysis</title>
<p>To explore the differences in Hcy, folate, and vitamin B12 levels between PD patients and control groups, we calculated the standard mean differences (SMD) accompanied by a 95% confidence interval (CI). If the cases were divided into different subgroups, we adopted the following method to integrate the data: <inline-formula>
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</inline-formula>. If the data was provided in the form of medians, extremes, or quartiles, we adopted Wan&#x2019;s method (<xref ref-type="bibr" rid="ref76">Wan et al., 2014</xref>) to convert it into the Mean and SD format.</p>
<p>Heterogeneity was evaluated using the Q-test and the I (<xref ref-type="bibr" rid="ref55">Pringsheim et al., 2014</xref>)-test. The random-effects model was applied when I<sup>2</sup>&#x2009;&#x003E;&#x2009;50%, indicating a high heterogeneity, while the fixed-effects model was applied otherwise. Moreover, subgroup analysis was conducted to identify the cause of heterogeneity. Subgroup analyses were stratified by sample size, Hcy concentration, cognitive impairment or dementia, gender, age, region, levodopa treatment, and Hoehn and Yahr stage. Sensitivity analysis was performed by removing each study one at a time to assess its impact on the result. Publication bias was assessed using Egger&#x2019;s test, as it is a quantitative analysis. Statistical significance was defined as a two-sided <italic>p</italic>-value less than 0.05. All meta-analyses were performed by using R version 4.3.1.</p>
</sec>
</sec>
<sec sec-type="results" id="sec12">
<label>3.</label>
<title>Results</title>
<sec id="sec13">
<label>3.1.</label>
<title>Basic characteristics and quality assessment of selected studies</title>
<p>A total of 1,458 articles were obtained in the initial search. After removing duplications, 438 articles remained. Subsequently, 359 articles were excluded based on the screening of titles and abstracts. Following this, a comprehensive analysis of the full texts of the 79 included articles was carried out, which included manually searching the citation and reference lists. Ultimately, 25 articles met the eligibility criteria and were eligible for the comprehensive analysis. Among these, 11 were case&#x2013;control studies, 13 were cross-sectional studies, and 1 article included both a case&#x2013;control study and a cross-sectional study. The selection flowchart is presented in <xref rid="fig2" ref-type="fig">Figure 2</xref>.</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Flow diagram of the literature search and selection process.</p>
</caption>
<graphic xlink:href="fnagi-15-1254824-g002.tif"/>
</fig>
<p>Among the 25 studies included in this review, the total number of participants was 4,689. Out of these participants, 2,359 were PD patients, while the remaining 2,330 were healthy controls. The included studies were published between 2004 and 2020 and were primarily conducted in Europe. The sample size varied from 60 to 574 across the included studies. Within these 25 studies, 23 studies provided data on the levels of Hcy, 16 studies provided data on folate and 14 studies provided data on vitamin B12. Furthermore, 5 studies specifically compared the Hcy concentrations between Parkinson&#x2019;s disease dementia (PDD) and those without (nPDD). Additionally, 11 articles divided the PD patients into subgroups based on sex, age, Hcy levels, or drug therapy.</p>
<p>After evaluating the study quality, three studies scored 9, 12 studies scored 8, seven studies scored 7, two studies scored 6, and one study scored 5.</p>
<p>The basic characteristics and quality assessment results of the 25 included studies are presented below (<xref rid="tab1" ref-type="table">Table 1</xref>). The overall results, original detailed data, and quality assessment results are illustrated in the <xref ref-type="supplementary-material" rid="SM1">Supplementary material</xref>.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>The baseline characteristics of the included studies.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">No.</th>
<th align="left" valign="top" rowspan="2">First author</th>
<th align="left" valign="top" rowspan="2">Region</th>
<th align="left" valign="top" rowspan="2">Study design</th>
<th align="center" valign="top" colspan="2">Sample size (male/female)</th>
<th align="center" valign="top" colspan="2">Age</th>
<th align="center" valign="top" rowspan="2">Disease duration (year)</th>
<th align="center" valign="top" rowspan="2">Duration of levodopa usage (year)</th>
<th align="center" valign="top" rowspan="2">Score</th>
</tr>
<tr>
<th align="center" valign="top">PD</th>
<th align="center" valign="top">Control group</th>
<th align="center" valign="top">PD</th>
<th align="center" valign="top">Control group</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">1</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref40">Li et al. (2020)</xref>
</td>
<td align="left" valign="middle">China</td>
<td align="left" valign="middle">case&#x2013;control study</td>
<td align="center" valign="top">322 (186/136)</td>
<td align="center" valign="top">214 (108/106)</td>
<td align="center" valign="top">64.5&#x2009;&#x00B1;&#x2009;8.5</td>
<td align="center" valign="top">63.8&#x2009;&#x00B1;&#x2009;9.3</td>
<td align="center" valign="top">NA</td>
<td align="center" valign="top">NA</td>
<td align="center" valign="top">7</td>
</tr>
<tr>
<td align="left" valign="middle">2</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref15">Chen et al. (2015)</xref>
</td>
<td align="left" valign="middle">China</td>
<td align="left" valign="middle">cross-sectional study</td>
<td align="center" valign="top">60 (34/26)</td>
<td align="center" valign="top">50 (27/23)</td>
<td align="center" valign="top">63.1&#x2009;&#x00B1;&#x2009;10.6</td>
<td align="center" valign="top">55.6&#x2009;&#x00B1;&#x2009;10.8</td>
<td align="center" valign="top">NA</td>
<td align="center" valign="top">NA</td>
<td align="center" valign="top">8</td>
</tr>
<tr>
<td align="left" valign="middle">3</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref51">Ozer et al. (2006)</xref>
</td>
<td align="left" valign="middle">turkey</td>
<td align="left" valign="middle">cross-sectional study</td>
<td align="center" valign="top">39 (25/14)</td>
<td align="center" valign="top">28 (15/13)</td>
<td align="center" valign="top">67.0&#x2009;&#x00B1;&#x2009;9.3</td>
<td align="center" valign="top">61.9&#x2009;&#x00B1;&#x2009;8.3</td>
<td align="center" valign="top">6.4&#x2009;&#x00B1;&#x2009;3.9</td>
<td align="center" valign="top">4.4&#x2009;&#x00B1;&#x2009;3.5</td>
<td align="center" valign="top">8</td>
</tr>
<tr>
<td align="left" valign="middle">4</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref74">Triantafyllou et al. (2008)</xref>
</td>
<td align="left" valign="middle">Athens</td>
<td align="left" valign="middle">cross-sectional study</td>
<td align="center" valign="top">111 (65/46)</td>
<td align="center" valign="top">93 (NA)</td>
<td align="center" valign="top">70.1&#x2009;&#x00B1;&#x2009;8.0</td>
<td align="center" valign="top">69.6&#x2009;&#x00B1;&#x2009;8.1</td>
<td align="center" valign="top">5.9&#x2009;&#x00B1;&#x2009;3.9</td>
<td align="center" valign="top">NA</td>
<td align="center" valign="top">7</td>
</tr>
<tr>
<td align="left" valign="middle">5</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref86">Zoccolella et al. (2009)</xref>
</td>
<td align="left" valign="middle">Italy</td>
<td align="left" valign="middle">cross-sectional study</td>
<td align="center" valign="top">121 (72/49)</td>
<td align="center" valign="top">154 (97/57)</td>
<td align="center" valign="top">67.8&#x2009;&#x00B1;&#x2009;8.0</td>
<td align="center" valign="top">68.7&#x2009;&#x00B1;&#x2009;8.8</td>
<td align="center" valign="top">NA</td>
<td align="center" valign="top">&#x2265; 1-y</td>
<td align="center" valign="top">8</td>
</tr>
<tr>
<td align="left" valign="middle">6</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref87">Zoccolella et al. (2005)</xref>
</td>
<td align="left" valign="middle">Italy</td>
<td align="left" valign="middle">case&#x2013;control study</td>
<td align="center" valign="top">45 (27/18)</td>
<td align="center" valign="top">15 (NA)</td>
<td align="center" valign="top">61.3&#x2009;&#x00B1;&#x2009;9.0</td>
<td align="center" valign="top">61&#x2009;&#x00B1;&#x2009;10.4</td>
<td align="center" valign="top">10.4&#x2009;&#x00B1;&#x2009;6.2</td>
<td align="center" valign="top">NA</td>
<td align="center" valign="top">9</td>
</tr>
<tr>
<td align="left" valign="middle">7</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref37">Lamberti et al. (2005)</xref>
</td>
<td align="left" valign="middle">Italy</td>
<td align="left" valign="middle">case&#x2013;control study</td>
<td align="center" valign="top">46 (33/13)</td>
<td align="center" valign="top">32 (22/10)</td>
<td align="center" valign="top">63.7&#x2009;&#x00B1;&#x2009;8.9</td>
<td align="center" valign="top">64.5&#x2009;&#x00B1;&#x2009;11.5</td>
<td align="center" valign="top">10.8&#x2009;&#x00B1;&#x2009;5.0</td>
<td align="center" valign="top">7.2&#x2009;&#x00B1;&#x2009;4.8</td>
<td align="center" valign="top">7</td>
</tr>
<tr>
<td align="left" valign="middle">8</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref73">Triantafyllou et al. (2007)</xref>
</td>
<td align="left" valign="middle">Athens</td>
<td align="left" valign="middle">case&#x2013;control study</td>
<td align="center" valign="top">67 (37/30)</td>
<td align="center" valign="top">67 (NA)</td>
<td align="center" valign="top">69.9&#x2009;&#x00B1;&#x2009;5.3</td>
<td align="center" valign="top">NA</td>
<td align="center" valign="top">7.3&#x2009;&#x00B1;&#x2009;3.4</td>
<td align="center" valign="top">YES</td>
<td align="center" valign="top">6</td>
</tr>
<tr>
<td align="left" valign="middle">9</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref62">Saadat et al. (2018)</xref>
</td>
<td align="left" valign="middle">Babol</td>
<td align="left" valign="middle">cross-sectional and case&#x2013;control study</td>
<td align="center" valign="top">100 (53/47)</td>
<td align="center" valign="top">100 (50/50)</td>
<td align="center" valign="top">NA</td>
<td align="center" valign="top">NA</td>
<td align="center" valign="top">NA</td>
<td align="center" valign="top">NA</td>
<td align="center" valign="top">5</td>
</tr>
<tr>
<td align="left" valign="middle">10</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref6">Bia&#x0142;ecka et al. (2012)</xref>
</td>
<td align="left" valign="middle">Poland</td>
<td align="left" valign="middle">case&#x2013;control study</td>
<td align="center" valign="top">320 (164/156)</td>
<td align="center" valign="top">254 (136/118)</td>
<td align="center" valign="top">64.4&#x2009;&#x00B1;&#x2009;10.1</td>
<td align="center" valign="top">64.8&#x2009;&#x00B1;&#x2009;9.6</td>
<td align="center" valign="top">6.8&#x2009;&#x00B1;&#x2009;5.2</td>
<td align="center" valign="top">YES</td>
<td align="center" valign="top">8</td>
</tr>
<tr>
<td align="left" valign="middle">11</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref50">Ojo et al. (2011)</xref>
</td>
<td align="left" valign="middle">South western Nigeria</td>
<td align="left" valign="middle">cross-sectional study</td>
<td align="center" valign="top">40 (32/8)</td>
<td align="center" valign="top">40 (32/8)</td>
<td align="center" valign="top">65.8&#x2009;&#x00B1;&#x2009;9.8</td>
<td align="center" valign="top">63.3&#x2009;&#x00B1;&#x2009;10.8</td>
<td align="center" valign="top">5.4&#x2009;&#x00B1;&#x2009;0.81</td>
<td align="center" valign="top">NA</td>
<td align="center" valign="top">8</td>
</tr>
<tr>
<td align="left" valign="middle">12</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref11">Caccamo et al. (2007)</xref>
</td>
<td align="left" valign="middle">Italy</td>
<td align="left" valign="middle">case&#x2013;control study</td>
<td align="center" valign="top">49 (22/27)</td>
<td align="center" valign="top">86 (40/46)</td>
<td align="center" valign="top">64.2&#x2009;&#x00B1;&#x2009;7.5</td>
<td align="center" valign="top">64.1&#x2009;&#x00B1;&#x2009;7.1</td>
<td align="center" valign="top">5.8&#x2009;&#x00B1;&#x2009;4.1</td>
<td align="center" valign="top">4.8&#x2009;&#x00B1;&#x2009;3.4</td>
<td align="center" valign="top">9</td>
</tr>
<tr>
<td align="left" valign="middle">13</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref12">Camicioli et al. (2009)</xref>
</td>
<td align="left" valign="middle">Canada</td>
<td align="left" valign="middle">cross-sectional study</td>
<td align="center" valign="top">51 (30/21)</td>
<td align="center" valign="top">50 (29/21)</td>
<td align="center" valign="top">71.5&#x2009;&#x00B1;&#x2009;4.7</td>
<td align="center" valign="top">71.6&#x2009;&#x00B1;&#x2009;4.9</td>
<td align="center" valign="top">8.74&#x2009;&#x00B1;&#x2009;4.4</td>
<td align="center" valign="top">YES</td>
<td align="center" valign="top">8</td>
</tr>
<tr>
<td align="left" valign="middle">14</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref31">Gorgone et al. (2012)</xref>
</td>
<td align="left" valign="middle">Italy</td>
<td align="left" valign="middle">case&#x2013;control study</td>
<td align="center" valign="top">60 (27/33)</td>
<td align="center" valign="top">82 (37/45)</td>
<td align="center" valign="top">64.5&#x2009;&#x00B1;&#x2009;7.7</td>
<td align="center" valign="top">64.1&#x2009;&#x00B1;&#x2009;7.2</td>
<td align="center" valign="top">NA</td>
<td align="center" valign="top">&#x2265; 1-y</td>
<td align="center" valign="top">8</td>
</tr>
<tr>
<td align="left" valign="middle">15</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref39">Lee et al. (2010)</xref>
</td>
<td align="left" valign="middle">Korea</td>
<td align="left" valign="middle">cross-sectional study</td>
<td align="center" valign="top">96 (42/53)</td>
<td align="center" valign="top">285 (126/159)</td>
<td align="center" valign="top">67.6&#x2009;&#x00B1;&#x2009;6.0</td>
<td align="center" valign="top">67.6&#x2009;&#x00B1;&#x2009;6.0</td>
<td align="center" valign="top">5.7&#x2009;&#x00B1;&#x2009;2.7</td>
<td align="center" valign="top">3.3&#x2009;&#x00B1;&#x2009;1.7</td>
<td align="center" valign="top">7</td>
</tr>
<tr>
<td align="left" valign="middle">16</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref58">Religa et al. (2006)</xref>
</td>
<td align="left" valign="middle">Poland</td>
<td align="left" valign="middle">case&#x2013;control study</td>
<td align="center" valign="top">114 (NA)</td>
<td align="center" valign="top">100 (NA)</td>
<td align="center" valign="top">70.0&#x2009;&#x00B1;&#x2009;7.6</td>
<td align="center" valign="top">71.2&#x2009;&#x00B1;&#x2009;6.0</td>
<td align="center" valign="top">5.5&#x2009;&#x00B1;&#x2009;4.0</td>
<td align="center" valign="top">4.8&#x2009;&#x00B1;&#x2009;10.4</td>
<td align="center" valign="top">9</td>
</tr>
<tr>
<td align="left" valign="middle">17</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref60">Rodriguez-Oroz et al. (2009)</xref>
</td>
<td align="left" valign="middle">Spain</td>
<td align="left" valign="middle">cross-sectional study</td>
<td align="center" valign="top">89 (52/37)</td>
<td align="center" valign="top">30 (16/14)</td>
<td align="center" valign="top">71.7&#x2009;&#x00B1;&#x2009;6.4</td>
<td align="center" valign="top">68.5&#x2009;&#x00B1;&#x2009;3.0</td>
<td align="center" valign="top">14.3&#x2009;&#x00B1;&#x2009;4.4</td>
<td align="center" valign="top">YES</td>
<td align="center" valign="top">8</td>
</tr>
<tr>
<td align="left" valign="middle">18</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref63">Sapkota et al. (2014)</xref>
</td>
<td align="left" valign="middle">Canada</td>
<td align="left" valign="middle">cross-sectional study</td>
<td align="center" valign="top">46 (26/20)</td>
<td align="center" valign="top">49 (28/21)</td>
<td align="center" valign="top">70.8&#x2009;&#x00B1;&#x2009;4.3</td>
<td align="center" valign="top">71.6&#x2009;&#x00B1;&#x2009;4.0</td>
<td align="center" valign="top">8.42&#x2009;&#x00B1;&#x2009;4.51</td>
<td align="center" valign="top">4.78&#x2009;&#x00B1;&#x2009;4.18</td>
<td align="center" valign="top">8</td>
</tr>
<tr>
<td align="left" valign="middle">19</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref67">Shin and Sohn (2009)</xref>
</td>
<td align="left" valign="middle">Korea</td>
<td align="left" valign="middle">case&#x2013;control study</td>
<td align="center" valign="top">33 (10/23)</td>
<td align="center" valign="top">41 (12/29)</td>
<td align="center" valign="top">63.5&#x2009;&#x00B1;&#x2009;7.8</td>
<td align="center" valign="top">65.4&#x2009;&#x00B1;&#x2009;7.8</td>
<td align="center" valign="top">&#x2265; 3-y</td>
<td align="center" valign="top">&#x2265; 3-y</td>
<td align="center" valign="top">8</td>
</tr>
<tr>
<td align="left" valign="middle">20</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref68">S&#x0142;awek et al. (2013)</xref>
</td>
<td align="left" valign="middle">Poland</td>
<td align="left" valign="middle">cross-sectional study</td>
<td align="center" valign="top">192 (101/91)</td>
<td align="center" valign="top">184 (114/70)</td>
<td align="center" valign="top">63.7&#x2009;&#x00B1;&#x2009;9.4</td>
<td align="center" valign="top">65.4&#x2009;&#x00B1;&#x2009;9.2</td>
<td align="center" valign="top">6.8&#x2009;&#x00B1;&#x2009;5.3</td>
<td align="center" valign="top">NA</td>
<td align="center" valign="top">8</td>
</tr>
<tr>
<td align="left" valign="middle">21</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref69">Song et al. (2013)</xref>
</td>
<td align="left" valign="middle">Korea</td>
<td align="left" valign="middle">cross-sectional study</td>
<td align="center" valign="top">61 (26/35)</td>
<td align="center" valign="top">48 (11/37)</td>
<td align="center" valign="top">68.3&#x2009;&#x00B1;&#x2009;7.0</td>
<td align="center" valign="top">66.2&#x2009;&#x00B1;&#x2009;11.8</td>
<td align="center" valign="top">3.0&#x2009;&#x00B1;&#x2009;2.4</td>
<td align="center" valign="top">2.7&#x2009;&#x00B1;&#x2009;2.5</td>
<td align="center" valign="top">7</td>
</tr>
<tr>
<td align="left" valign="middle">22</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref72">Todorovi&#x0107; et al. (2006)</xref>
</td>
<td align="left" valign="middle">Serbia</td>
<td align="left" valign="middle">case&#x2013;control study</td>
<td align="center" valign="top">113 (63/50)</td>
<td align="center" valign="top">53 (34/19)</td>
<td align="center" valign="top">61.1&#x2009;&#x00B1;&#x2009;9.1</td>
<td align="center" valign="top">60.8&#x2009;&#x00B1;&#x2009;13.1</td>
<td align="center" valign="top">3.1&#x2009;&#x00B1;&#x2009;2.5</td>
<td align="center" valign="top">YES</td>
<td align="center" valign="top">7</td>
</tr>
<tr>
<td align="left" valign="middle">23</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref81">Yuan et al. (2009)</xref>
</td>
<td align="left" valign="top">China-Taiwan</td>
<td align="left" valign="top">case&#x2013;control study</td>
<td align="center" valign="top">76 (28/48)</td>
<td align="center" valign="top">110 (37/73)</td>
<td align="center" valign="top">71.4&#x2009;&#x00B1;&#x2009;9.8</td>
<td align="center" valign="top">69.9&#x2009;&#x00B1;&#x2009;8.5</td>
<td align="center" valign="top">5.0&#x2009;&#x00B1;&#x2009;4.0</td>
<td align="center" valign="top">6.2&#x2009;&#x00B1;&#x2009;4.3</td>
<td align="center" valign="top">8</td>
</tr>
<tr>
<td align="left" valign="top">24</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref77">Wei et al. (2016)</xref>
</td>
<td align="left" valign="top">China</td>
<td align="left" valign="top">cross-sectional study</td>
<td align="center" valign="top">17 (11/6)</td>
<td align="center" valign="top">85 (55/30)</td>
<td align="center" valign="top">71.0&#x2009;&#x00B1;&#x2009;15.4</td>
<td align="center" valign="top">70.7&#x2009;&#x00B1;&#x2009;12.1</td>
<td align="center" valign="top">NA</td>
<td align="center" valign="top">NA</td>
<td align="center" valign="top">6</td>
</tr>
<tr>
<td align="left" valign="top">25</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref88">Zou et al. (2018)</xref>
</td>
<td align="left" valign="top">China</td>
<td align="left" valign="top">cross-sectional study</td>
<td align="center" valign="top">92 (49/47)</td>
<td align="center" valign="top">80 (44/36)</td>
<td align="center" valign="top">65.7&#x2009;&#x00B1;&#x2009;11.2</td>
<td align="center" valign="top">64.4&#x2009;&#x00B1;&#x2009;7.1</td>
<td align="center" valign="top">4.1&#x2009;&#x00B1;&#x2009;3.4</td>
<td align="center" valign="top">YES</td>
<td align="center" valign="top">7</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>NA: not available.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec14">
<label>3.2.</label>
<title>Plasma folate and vitamin B12 levels in PD patients and controls</title>
<p>We applied a fixed effect model as there was low heterogeneity for both Vitamin B12 and folate after pooling the included studies. According to the result, the levels of both Vitamin B12 and folate were lower in PD patients compared to controls. The SMD for vitamin B12 was-0.30 (95% CI [&#x2212;0.39, &#x2212;0.22], <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, I<sup>2</sup> =&#x2009;22%), and the SMD for folate was-0.20 (95% CI [&#x2212;0.28, &#x2212;0.13], <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, I<sup>2</sup> =&#x2009;24%; <xref rid="fig3" ref-type="fig">Figures 3A</xref>,<xref rid="fig3" ref-type="fig">B</xref>, respectively).</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Forest plot standard mean difference (SMD) and 95% confidence interval (65%CI) in PD and control group for <bold>(A)</bold> VitaminB12 and <bold>(B)</bold> Folate.</p>
</caption>
<graphic xlink:href="fnagi-15-1254824-g003.tif"/>
</fig>
</sec>
<sec id="sec15">
<label>3.3.</label>
<title>Plasma and serum Hcy levels in PD patients and controls</title>
<sec id="sec16">
<label>3.3.1.</label>
<title>General analysis</title>
<p>A random-effects model was employed due to the high heterogeneity found in the SMD for Hcy after pooling the included studies. Our findings revealed that plasma Hcy levels in PD patients were higher than those in controls, with an SMD of 0.86 (95% CI [0.59, 1.14], <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, I<sup>2</sup> =&#x2009;94%; <xref rid="fig4" ref-type="fig">Figure 4</xref>). Furthermore, sensitivity analysis confirmed that the results remained consistent even after the exclusion of any single study.</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Forest plot standard mean difference (SMD) and 95% confidence interval (65%CI) in PD and control group for plasma homocysteine.</p>
</caption>
<graphic xlink:href="fnagi-15-1254824-g004.tif"/>
</fig>
</sec>
<sec id="sec17">
<label>3.3.2.</label>
<title>Subgroups analyses</title>
<p>To investigate the impact of sample size, gender, average age, geographical ethnicity, Hcy concentration, Levodopa therapy, and cognitive and motor function on plasma Hcy levels in PD patients and controls, subgroup analyses were conducted (<xref rid="tab2" ref-type="table">Table 2</xref>).</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Pooled SMD of plasma Hcy levels in PD patients and controls in subgroup analysis.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" colspan="2" rowspan="2">Subgroups</th>
<th align="center" valign="top" rowspan="2">No. of studies</th>
<th align="center" valign="top" rowspan="2">Sample size</th>
<th align="center" valign="top" rowspan="2">SMD and 95% CI</th>
<th align="center" valign="top" rowspan="2"><italic>p</italic> value</th>
<th align="center" valign="top" rowspan="2">Test of heterogeneity <italic>I<sup>2</sup></italic> (%)</th>
<th align="center" valign="top" colspan="2">Egger&#x2019;s test for publication bias</th>
</tr>
<tr>
<th align="center" valign="top">t</th>
<th align="center" valign="top"><italic>P</italic> value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="9">Sample size</td>
</tr>
<tr>
<td/>
<td align="left" valign="top">&#x003C;100</td>
<td align="center" valign="top">6</td>
<td align="center" valign="top">454</td>
<td align="center" valign="top">0.74 [0.43, 1.06]</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">60</td>
<td align="center" valign="top">0.94</td>
<td align="center" valign="top">0.3476</td>
</tr>
<tr>
<td/>
<td align="left" valign="top">&#x2265;100</td>
<td align="center" valign="top">17</td>
<td align="center" valign="top">3,897</td>
<td align="center" valign="top">0.90 [0.57, 1.23]</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">95</td>
<td align="center" valign="top">1.57</td>
<td align="center" valign="top">0.1175</td>
</tr>
<tr>
<td align="left" valign="top" colspan="9">Sex</td>
</tr>
<tr>
<td/>
<td align="left" valign="top">Male&#x002A;</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">307</td>
<td align="center" valign="top">0.61 [0.38, 0.66]</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">&#x2212;1.57</td>
<td align="center" valign="top">0.1172</td>
</tr>
<tr>
<td/>
<td align="left" valign="top">Female&#x002A;</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">503</td>
<td align="center" valign="top">0.48 [0.30, 0.66]</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">44</td>
<td align="center" valign="top">0.52</td>
<td align="center" valign="top">0.6015</td>
</tr>
<tr>
<td align="left" valign="top" colspan="9">Age</td>
</tr>
<tr>
<td/>
<td align="left" valign="top">~60&#x002A;</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">61</td>
<td align="center" valign="top">0.07 [&#x2212;0.43, 0.57]</td>
<td align="center" valign="top">0.79</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">/</td>
<td align="center" valign="top">/</td>
</tr>
<tr>
<td/>
<td align="left" valign="top">60&#x2009;~&#x2009;70</td>
<td align="center" valign="top">18</td>
<td align="center" valign="top">3,439</td>
<td align="center" valign="top">0.82 [0.47, 1.18]</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">95</td>
<td align="center" valign="top">0.80</td>
<td align="center" valign="top">0.4264</td>
</tr>
<tr>
<td/>
<td align="left" valign="top">70&#x2009;~&#x2009;80</td>
<td align="center" valign="top">8</td>
<td align="center" valign="top">962</td>
<td align="center" valign="top">0.92 [0.62, 1.22]</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">75</td>
<td align="center" valign="top">&#x2212;0.99</td>
<td align="center" valign="top">0.3223</td>
</tr>
<tr>
<td/>
<td align="left" valign="top">80~&#x002A;</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">46</td>
<td align="center" valign="top">0.93 [0.32, 1.55]</td>
<td align="center" valign="top">0.003</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">/</td>
<td align="center" valign="top">/</td>
</tr>
<tr>
<td align="left" valign="top" colspan="9">Region</td>
</tr>
<tr>
<td/>
<td align="left" valign="top">China</td>
<td align="center" valign="top">5</td>
<td align="center" valign="top">1,106</td>
<td align="center" valign="top">1.15 [0.14, 2.16]</td>
<td align="center" valign="top">0.03</td>
<td align="center" valign="top">98</td>
<td align="center" valign="top">&#x2212;0.49</td>
<td align="center" valign="top">0.6242</td>
</tr>
<tr>
<td/>
<td align="left" valign="top">Korea&#x002A;</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">563</td>
<td align="center" valign="top">0.51 [0.32, 0.69]</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">6</td>
<td align="center" valign="top">&#x2212;0.52</td>
<td align="center" valign="top">0.6015</td>
</tr>
<tr>
<td/>
<td align="left" valign="top">Europe</td>
<td align="center" valign="top">11</td>
<td align="center" valign="top">2,206</td>
<td align="center" valign="top">0.88 [0.65, 1.12]</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">84</td>
<td align="center" valign="top">1.95</td>
<td align="center" valign="top">0.0516</td>
</tr>
<tr>
<td align="left" valign="top" colspan="9">Hhcy</td>
</tr>
<tr>
<td/>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">139</td>
<td align="center" valign="top">2.02 [1.26, 2.78]</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">63</td>
<td align="center" valign="top">3.00</td>
<td align="center" valign="top">0.1172</td>
</tr>
<tr>
<td/>
<td align="left" valign="top">No</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">182</td>
<td align="center" valign="top">&#x2212;0.04 [&#x2212;0.52, 0.60]</td>
<td align="center" valign="top">0.90</td>
<td align="center" valign="top">71</td>
<td align="center" valign="top">&#x2212;0.52</td>
<td align="center" valign="top">0.6015</td>
</tr>
<tr>
<td align="left" valign="top" colspan="9">Levodopa therapy</td>
</tr>
<tr>
<td/>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">19</td>
<td align="center" valign="top">3,280</td>
<td align="center" valign="top">0.87 [0.69, 1.06]</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">82</td>
<td align="center" valign="top">1.85</td>
<td align="center" valign="top">0.0637</td>
</tr>
<tr>
<td/>
<td align="left" valign="top">NO&#x002A;</td>
<td align="center" valign="top">4</td>
<td align="center" valign="top">536</td>
<td align="center" valign="top">0.41 [0.19, 0.62]</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">14</td>
<td align="center" valign="top">0.00</td>
<td align="center" valign="top">1.0000</td>
</tr>
<tr>
<td align="left" valign="top" colspan="9">cognitive function</td>
</tr>
<tr>
<td/>
<td align="left" valign="top">PDD or CI</td>
<td align="center" valign="top">6</td>
<td align="center" valign="top">1,103</td>
<td align="center" valign="top">1.11 [0.81, 1.40]</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">74</td>
<td align="center" valign="top">1.32</td>
<td align="center" valign="top">0.1885</td>
</tr>
<tr>
<td/>
<td align="left" valign="top">No</td>
<td align="center" valign="top">5</td>
<td align="center" valign="top">1,108</td>
<td align="center" valign="top">0.55 [0.15, 0.95]</td>
<td align="center" valign="top">0.007</td>
<td align="center" valign="top">89</td>
<td align="center" valign="top">0.98</td>
<td align="center" valign="top">0.3272</td>
</tr>
<tr>
<td align="left" valign="top" colspan="9">H and Y</td>
</tr>
<tr>
<td/>
<td align="left" valign="top">1&#x2009;~&#x2009;2</td>
<td align="center" valign="top">4</td>
<td align="center" valign="top">599</td>
<td align="center" valign="top">1.63 [&#x2212;0.83, 4.10]</td>
<td align="center" valign="top">0.19</td>
<td align="center" valign="top">95</td>
<td align="center" valign="top">&#x2212;0.68</td>
<td align="center" valign="top">0.4969</td>
</tr>
<tr>
<td/>
<td align="left" valign="top">2&#x2009;~&#x2009;3&#x002A;</td>
<td align="center" valign="top">8</td>
<td align="center" valign="top">1,374</td>
<td align="center" valign="top">3.54 [3.07, 4.01]</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">16</td>
<td align="center" valign="top">0.49</td>
<td align="center" valign="top">0.6207</td>
</tr>
<tr>
<td/>
<td align="left" valign="top">4&#x2009;~&#x2009;5</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">119</td>
<td align="center" valign="top">5.37 [3.20, 7.54]</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">91</td>
<td align="center" valign="top">/</td>
<td align="center" valign="top">/</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Hhcy, Hyperhomocysteinemia. PDD, Parkinson&#x2019;s Disease with dementia. H and Y, Hoehn and Yahr Stage. &#x002A; the fix-effect model was applied in the subgroup analysis.</p>
</table-wrap-foot>
</table-wrap>
<p>Higher levels of Hcy in PD patients were observed in both subgroups based on sample size. In the subgroup analysis of a sample size of less than 100 participants, the SMD was 0.74 (95% CI: 0.43, 1.06, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001) with an I<sup>2</sup> of 60%. Similarly, the subgroup analysis of a sample with 100 or more participants showed an SMD of 0.90 (95% CI: 0.57, 1.23, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001) with an I<sup>2</sup> of 95%. When analyzing the data by gender, PD patients exhibited higher levels of Hcy in both males (SMD [95% CI]: 0.61 [0.38, 0.66], <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, I<sup>2</sup> =&#x2009;0%) and females (SMD [95% CI]: 0.48 [0.30, 0.66], <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, I<sup>2</sup> =&#x2009;44%). As for age, no significant difference in Hcy levels was observed in individuals aged younger than 60&#x2009;years (SMD [95% CI]: 0.07 [&#x2212;0.43, 0.57], <italic>p</italic>&#x2009;=&#x2009;0.83, I<sup>2</sup> =&#x2009;0%), while a significant relationship was found in other age groups. Specifically, in the 60&#x2009;~&#x2009;70 age group, the SMD was 0.82 (95% CI: 0.47, 1.18, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, I<sup>2</sup> =&#x2009;95%); in the 70&#x2009;~&#x2009;80 age group, the SMD was 0.92 (95% CI: 0.62, 1.22, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, I<sup>2</sup> =&#x2009;75%); and in individuals aged 80 and older, the SMD was 0.93 (95% CI: 0.32, 1.55, <italic>p</italic>&#x2009;=&#x2009;0.003, I<sup>2</sup> =&#x2009;0%). Furthermore, the results varied based on geographic regions. Significant differences in plasma Hcy levels between PD patients and controls were observed in subgroups from Korea (SMD [95% CI]: 0.51 [0.32, 0.91], <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, I<sup>2</sup> =&#x2009;6%), China (SMD [95% CI]: 1.15 [0.14, 2.16], <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, I<sup>2</sup> =&#x2009;98%), and Europe (SMD [95% CI]: 0.88 [0.65, 1.12], <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, I<sup>2</sup> =&#x2009;84%).</p>
<p>In the subgroup analysis, we found that high levels of Hcy played a significant role in PD patients compared with the controls (SMD [95% CI]: 2.02 [1.26, 2.78], <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, I<sup>2</sup> =&#x2009;63%). However, there was no statistically significant relationship between PD and Hcy levels below 15&#x2009;&#x03BC;mol/L (SMD [95% CI]: &#x2212;0.31 [&#x2212;0.62, 0.00], <italic>p</italic>&#x2009;=&#x2009;0.05, I<sup>2</sup> =&#x2009;0%). Additionally, the subgroup analysis based on levodopa therapy showed a significant difference (Yes, SMD [95% CI]: 0.87 [0.69, 1.06], <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, I<sup>2</sup> =&#x2009;82%; No, SMD [95% CI]: 0.41 [0.19, 0.62], <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, I<sup>2</sup> =&#x2009;14%). Similarly, the subgroup analysis based on cognitive function also revealed a significant difference (PDD or CI, SMD [95% CI]: 1.11 [0.81, 1.40], <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, I<sup>2</sup> =&#x2009;74%; No, SMD [95% CI]: 0.55 [0.15, 0.95], <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, I<sup>2</sup> =&#x2009;89%). Moreover, PD patients classified as Hoehn and Yahr Stage 3&#x2009;~&#x2009;5 had higher Hcy levels (H and Y Stage 2&#x2009;~&#x2009;3, SMD [95% CI]: 3.54 [3.07, 4.01], <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, I<sup>2</sup> =&#x2009;16%; H andY Stage 3&#x2009;~&#x2009;5, SMD [95% CI]: 5.37 [3.20, 7.54], <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, I<sup>2</sup> =&#x2009;91%), whereas PD patients with Hoehn and Yahr Stage 1&#x2009;~&#x2009;2 did not show a significant increase in Hcy levels (SMD [95% CI]: 1.63 [&#x2212;0.83, 4.10], <italic>p</italic>&#x2009;=&#x2009;0.19, I<sup>2</sup> =&#x2009;95%).</p>
</sec>
<sec id="sec18">
<label>3.3.3.</label>
<title>Factors associated with Hcy in PD patients</title>
<p>The results of the included studies indicated low heterogeneity in Hcy levels and cognitive function (I<sup>2</sup>&#x2009;&#x003C;&#x2009;50%, <italic>p</italic>&#x2009;&#x003E;&#x2009;0.05; <xref rid="tab3" ref-type="table">Table 3</xref>). Therefore, the fixed-effects model was applied to analyze these two factors, while the random-effects model was utilized for the analysis of other factors. In line with these results, a significant relationship was observed between plasma Hcy levels and factors such as advanced age (70 and above) among PD patients, Hoehn and Yahr stage (Stage 3&#x2013;5), cognitive impairment, and levodopa therapy. It was observed that PD patients within these categories exhibited slightly higher levels of Hcy.</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>The influence of relevant factors on Hcy in PD patients in the meta-analysis.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Factors</th>
<th align="center" valign="top" colspan="2">Sample size</th>
<th align="center" valign="top" rowspan="2">No. of studies</th>
<th align="center" valign="top" rowspan="2">SMD [95% CI]</th>
<th align="center" valign="top" rowspan="2"><italic>P</italic> value</th>
<th align="center" valign="top" colspan="2">Test of heterogeneity</th>
<th align="center" valign="top" colspan="2">Egger&#x2019;s test for publication bias</th>
</tr>
<tr>
<th align="center" valign="top">case</th>
<th align="center" valign="top">control</th>
<th align="center" valign="top"><italic>I</italic><sup>2</sup></th>
<th align="center" valign="top">P value</th>
<th align="center" valign="top">t</th>
<th align="center" valign="top"><italic>p</italic> value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Hhcy</td>
<td align="center" valign="top">38 (Yes)</td>
<td align="center" valign="top">69 (No)</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">10.82 [8.92, 12.71]</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0.90</td>
<td align="center" valign="top">1.57</td>
<td align="center" valign="top">0.1172</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="3">H and Y</td>
<td align="center" valign="top">96 (4&#x2009;~&#x2009;5)</td>
<td align="center" valign="top">156 (2&#x2009;~&#x2009;3)</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0.45 [0.19,0.70]</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">/</td>
<td align="center" valign="top">/</td>
<td align="center" valign="top">/</td>
<td align="center" valign="top">/</td>
</tr>
<tr>
<td align="center" valign="top">96 (4&#x2009;~&#x2009;5)</td>
<td align="center" valign="top">61 (1&#x2009;~&#x2009;2)</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0.46 [0.15,0.78]</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">/</td>
<td align="center" valign="top">/</td>
<td align="center" valign="top">/</td>
<td align="center" valign="top">/</td>
</tr>
<tr>
<td align="center" valign="top">315 (2&#x2009;~&#x2009;3)</td>
<td align="center" valign="top">61 (1&#x2009;~&#x2009;2)</td>
<td align="center" valign="top">4</td>
<td align="center" valign="top">0.34 [&#x2212;0.04,0.72]</td>
<td align="center" valign="top">0.08</td>
<td align="center" valign="top">71</td>
<td align="center" valign="top">0.02</td>
<td align="center" valign="top">1.36</td>
<td align="center" valign="top">0.1742</td>
</tr>
<tr>
<td align="left" valign="middle">Levodopa therapy</td>
<td align="center" valign="top">162 (Yes)</td>
<td align="center" valign="top">58 (No)</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">0.72 [0.08, 1.36]</td>
<td align="center" valign="top">0.03</td>
<td align="center" valign="top">71</td>
<td align="center" valign="top">0.03</td>
<td align="center" valign="top">0.52</td>
<td align="center" valign="top">0.6015</td>
</tr>
<tr>
<td align="left" valign="middle">CI or dementia</td>
<td align="center" valign="top">221 (Yes)</td>
<td align="center" valign="top">438 (No)</td>
<td align="center" valign="top">5</td>
<td align="center" valign="top">0.54 [0.38, 0.71]</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">7</td>
<td align="center" valign="top">0.37</td>
<td align="center" valign="top">&#x2212;0.98</td>
<td align="center" valign="top">0.3272</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="3">Age</td>
<td align="center" valign="top">103 (70~)</td>
<td align="center" valign="top">129 (60&#x2009;~&#x2009;70)</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">0.58 [0.30, 0.85]</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0.82</td>
<td align="center" valign="top">0.52</td>
<td align="center" valign="top">0.6015</td>
</tr>
<tr>
<td align="center" valign="top">24 (70~)</td>
<td align="center" valign="top">30 (~60)</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">0.84 [0.28, 1.41]</td>
<td align="center" valign="top">0.004</td>
<td align="center" valign="top">35</td>
<td align="center" valign="top">0.22</td>
<td align="center" valign="top">/</td>
<td align="center" valign="top">/</td>
</tr>
<tr>
<td align="center" valign="top">45 (60&#x2009;~&#x2009;70)</td>
<td align="center" valign="top">14 (~60)</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0.78 [0.16, 1.39]</td>
<td align="center" valign="top">0.01</td>
<td align="center" valign="top">/</td>
<td align="center" valign="top">/</td>
<td align="center" valign="top">/</td>
<td align="center" valign="top">/</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>H and Y, Hoehn and Yahr Stage; CI, cognitive impairment.</p>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="sec19">
<label>3.4.</label>
<title>Sensitivity analysis and publication bias</title>
<p>To explore the potential sources of heterogeneity in the association between Hcy concentration and PD, a sensitivity analysis was conducted for all analyses. The influence of Hcy concentration on PD patients was examined through both fixed and random effects models. The stability of our meta-analysis results was confirmed as no significant changes were observed. Additionally, the absence of any significant publication bias was indicated by the results of Egger&#x2019;s tests.</p>
</sec>
</sec>
<sec sec-type="discussions" id="sec20">
<label>4.</label>
<title>Discussion</title>
<p>The meta-analysis was a quantitative systematic analysis with 25 articles included. Drawing on this, we systematically analyzed the association between Hcy, folate, and vitamin B12 levels and the risk of PD. Our results confirmed that PD patients had significantly higher Hcy levels compared to the controls, as well as lower folic acid and vitamin B12 levels. These results of our meta-analysis were in accordance with most studies (<xref ref-type="bibr" rid="ref78">Xie et al., 2017</xref>; <xref ref-type="bibr" rid="ref17">Christine et al., 2018</xref>; <xref ref-type="bibr" rid="ref25">Dong and Wu, 2020</xref>; <xref ref-type="bibr" rid="ref8">Boelens Keun et al., 2021</xref>; <xref ref-type="bibr" rid="ref53">Peri&#x00F1;&#x00E1;n et al., 2023</xref>). On the contrary, <xref ref-type="bibr" rid="ref77">Wei et al.&#x2019;s (2016)</xref> found no correlation between PD pathogenesis and high Hcy levels, nor did it find any association with vitamin B12 and folate deficiency. We think there are two reasons for this discrepancy. First, the study only included cases from Luliang City, a mountainous region in China, making the results non-representative of the wider population in China or globally. Second, Wei employed qualitative analysis instead of quantitative analysis to analyze plasma Hcy levels. Furthermore, the cases were divided into two subgroups using a cut-off of 22.175 &#x1D707;mmol/L instead of the recommended 14 &#x1D707;mmol/L serum Hcy, which could have significantly impacted the result.</p>
<p>Previous studies have shown that plasma folate and vitamin B12 levels are decreased in patients with Parkinson&#x2019;s disease when compared to healthy individuals (<xref ref-type="bibr" rid="ref54">Postuma and Lang, 2004</xref>; <xref ref-type="bibr" rid="ref28">dos Santos et al., 2009</xref>; <xref ref-type="bibr" rid="ref35">Jankovic and Tan, 2020</xref>). PD patients may experience reduced absorption of vitamin B12 and folate due to gastrointestinal dysfunction, a common nonmotor symptom of PD, accompanied by changes in gut microbiota (<xref ref-type="bibr" rid="ref16">Chiang and Lin, 2019</xref>; <xref ref-type="bibr" rid="ref61">Rosario et al., 2021</xref>). However, the treatment of PD patients with levodopa and catechol-O-methyltransferase inhibitors (COMT-I) may lower vitamin B12 and folate levels (<xref ref-type="bibr" rid="ref73">Triantafyllou et al., 2007</xref>; <xref ref-type="bibr" rid="ref2">Anamnart and Kitjarak, 2021</xref>), although the reasons for this effect remain unclear. Vitamin B12 provides protection against neuronal apoptosis by preventing DNA damage and is also a cofactor for two essential enzymes, methionine synthase, and methylmalonyl Coenzyme A mutase, involved in myelination. A deficiency in vitamin B12 also contributes to myelination of the peripheral and central nervous system (<xref ref-type="bibr" rid="ref45">Moore et al., 2012</xref>; <xref ref-type="bibr" rid="ref17">Christine et al., 2018</xref>). Similarly, folate acts as an antioxidant, reducing plasma Hcy levels and protecting DNA from damage (<xref ref-type="bibr" rid="ref43">Martignoni et al., 2007</xref>; <xref ref-type="bibr" rid="ref47">Murray and Jadavji, 2019</xref>). Additionally, studies have shown that older individuals with low blood concentrations of folate and vitamin B12 perform poorly on cognitive tests, such as tests of memory and nonverbal abstract thinking (<xref ref-type="bibr" rid="ref1">Ajibawo-Aganbi et al., 2020</xref>). Supplementing with vitamin B12 and folate has been proven to significantly reduce vascular events and dementia (<xref ref-type="bibr" rid="ref3">Ansari et al., 2014</xref>; <xref ref-type="bibr" rid="ref20">Craenen et al., 2020</xref>; <xref ref-type="bibr" rid="ref2">Anamnart and Kitjarak, 2021</xref>; <xref ref-type="bibr" rid="ref8">Boelens Keun et al., 2021</xref>). However, a prospective, population-based cohort study suggested that dietary vitamin B6 may decrease the risk of PD, rather than folate and vitamin B12 (<xref ref-type="bibr" rid="ref21">de Lau et al., 2006</xref>). Nonetheless, we still recommend the supplementation of vitamin B12 and folate in all PD patients as an adjuvant.</p>
<p>Furthermore, our study confirmed that hyperhomocysteine had a significant relationship with PD since a deficiency in vitamin B12 and folate leads to an increase in Hcy as they take part in the remethylation pathway of Hcy metabolism (<xref rid="fig1" ref-type="fig">Figure 1</xref>). Hhcy may play a crucial role in neurodegeneration in several ways. (1) High levels of Hcy induce neuronal apoptosis and worsen dopaminergic degeneration in PD patients through oxidative stress (<xref ref-type="bibr" rid="ref54">Postuma and Lang, 2004</xref>; <xref ref-type="bibr" rid="ref43">Martignoni et al., 2007</xref>), a clear cause and early feature of PD. Moreover, Hcy increases the vulnerability of dopaminergic neurons to oxidative stress damage (<xref ref-type="bibr" rid="ref54">Postuma and Lang, 2004</xref>; <xref ref-type="bibr" rid="ref43">Martignoni et al., 2007</xref>; <xref ref-type="bibr" rid="ref49">Obeid et al., 2009</xref>). Hcy results in the generation of vast amounts of oxygen free radicals through two main mechanisms. First, the accumulation of SAH, a consequence of high Hcy, inhibits methyltransferases and increases catecholamine levels (<xref ref-type="bibr" rid="ref19">Coppola et al., 2000</xref>), while decreasing the activity of antioxidant enzymes in cells such as SOD and catalase (<xref ref-type="bibr" rid="ref5">Bhattacharjee and Borah, 2016</xref>). Second, high Hcy increases the activity of NADPH oxidase, further promoting oxidative stress (<xref ref-type="bibr" rid="ref70">Takeno et al., 2016</xref>). (2) The dysfunction of ATP synthesis in mitochondria is related to Hcy, which leads to the death of neurons (<xref ref-type="bibr" rid="ref44">Mattson and Shea, 2003</xref>; <xref ref-type="bibr" rid="ref35">Jankovic &#x0026; Tan, 2020</xref>). One possible mechanism for this dysfunction is the aggregation of &#x03B1;-synuclein (<xref ref-type="bibr" rid="ref84">Zhou et al., 2023</xref>), a protein that regulates dopamine biosynthesis and homeostasis (<xref ref-type="bibr" rid="ref29">Foffani and Obeso, 2018</xref>; <xref ref-type="bibr" rid="ref59">Rocha et al., 2018</xref>), participates in endoplasmic reticulum/Golgi trafficking (<xref ref-type="bibr" rid="ref49">Obeid et al., 2009</xref>), and is also influenced by Hcy (<xref ref-type="bibr" rid="ref84">Zhou et al., 2023</xref>). (3) Hcy can directly damage neurons through nerve immune inflammation via glial cells (<xref ref-type="bibr" rid="ref54">Postuma and Lang, 2004</xref>; <xref ref-type="bibr" rid="ref15">Chen et al., 2015</xref>; <xref ref-type="bibr" rid="ref79">Yan et al., 2018</xref>; <xref ref-type="bibr" rid="ref38">Lee et al., 2019</xref>) and through a neurotoxic effect (<xref ref-type="bibr" rid="ref54">Postuma and Lang, 2004</xref>; <xref ref-type="bibr" rid="ref43">Martignoni et al., 2007</xref>; <xref ref-type="bibr" rid="ref46">Murakami et al., 2010</xref>; <xref ref-type="bibr" rid="ref71">Tinelli et al., 2019</xref>) that leads to cell death by increasing intracellular calcium levels (<xref ref-type="bibr" rid="ref29">Foffani and Obeso, 2018</xref>). (4) It is commonly recognized that Hcy is a risk factor for cardiovascular disease as it damages vascular endothelial cells (<xref ref-type="bibr" rid="ref43">Martignoni et al., 2007</xref>; <xref ref-type="bibr" rid="ref29">Foffani and Obeso, 2018</xref>). Thus, Hcy may indirectly damage neurons by impacting the nutrition and blood supply to the nervous system, hastening the onset and progression of PD.</p>
<p>Subgroup analysis was conducted to investigate the factors contributing to the high heterogeneity in Hcy levels. While the results of subgroup analyses align with the overall analysis regarding the relationship between plasma Hcy level and PD, high heterogeneity remains apparent in certain subgroups.</p>
<p>Levodopa, the gold standard for the treatment of PD (<xref ref-type="bibr" rid="ref7">Bloem et al., 2021</xref>), is acknowledged as an important factor contributing to an increase in plasma Hcy and SAM levels (<xref ref-type="bibr" rid="ref54">Postuma and Lang, 2004</xref>; <xref ref-type="bibr" rid="ref37">Lamberti et al., 2005</xref>; <xref ref-type="bibr" rid="ref33">Hu et al., 2013</xref>). The methylation process of L-dopa to 3-O-methyldopa is catalyzed by catechol-O-methyltransferase (COMT), which consumes SAM as the methyl-group donor (<xref ref-type="bibr" rid="ref9">Brosnan et al., 2004</xref>; <xref ref-type="bibr" rid="ref54">Postuma and Lang, 2004</xref>; <xref ref-type="bibr" rid="ref37">Lamberti et al., 2005</xref>; <xref ref-type="bibr" rid="ref86">Zoccolella et al., 2009</xref>). Consequently, the levels of SAH, which can be readily hydrolyzed to Hcy, increase, ultimately leading to Hcy accumulation. Recognizing the association between elevated plasma Hcy and reduced methylation capacity, we conducted a subgroup analysis to evaluate the effect of levodopa therapy. The result showed that both levodopa-treated and non-levodopa-treated PD patients had higher Hcy levels compared to healthy individuals. Moreover, Hcy levels were higher in levodopa-treated PD patients compared to non-levodopa-treated PD patients. This indicates that both levodopa treatment and PD itself contribute to an increase in Hcy levels. Given that hyperhomocysteinemia is a well-established risk factor for multiple health complications, including cardiovascular disease and Alzheimer&#x2019;s disease, we strongly recommend strict monitoring of the metabolic pathway components of levodopa in PD patients undergoing levodopa treatment.</p>
<p>Aging is confirmed as another main risk factor for nigrostriatal degeneration in several studies (<xref ref-type="bibr" rid="ref43">Martignoni et al., 2007</xref>; <xref ref-type="bibr" rid="ref29">Foffani and Obeso, 2018</xref>). No difference was found between Hcy and PD patients under the age of 60 in our research. The vulnerability of the brain region to oxidative insult in PD is attributed to the declining capacity of nigral dopamine neurons to offset ROS production with aging (<xref ref-type="bibr" rid="ref75">Trist et al., 2019</xref>). Furthermore, a study discovered that &#x03B1;-syn within the cytoplasm of SN neuron cell bodies increases with aging (<xref ref-type="bibr" rid="ref18">Collier et al., 2017</xref>), partly resulting in mitochondrial dysfunction and PD. Moreover, subgroup analysis also revealed varying concentrations of Hcy in PD patients of different ages. It is difficult to conclude that aging is a significant risk for high plasma Hcy, considering that older patients may have been receiving increasing doses of levodopa for many years and could have already developed PD. In summary, measuring plasma Hcy may be an alternative approach for predicting the onset and progression of PD in older individuals, particularly those aged 60 and above. Nonetheless, further research is necessary to establish critical values of Hcy for different age groups.</p>
<p>Cognitive impairment in PD is inevitable within 20 years of diagnosis, and up to 80% of PD patients develop dementia over the course of the disease (<xref ref-type="bibr" rid="ref32">Hoogland et al., 2017</xref>). In addition to apoptosis, excitotoxicity, and oxidative stress, atherosclerosis resulting from high Hcy levels can also contribute to cognitive impairment (<xref ref-type="bibr" rid="ref54">Postuma and Lang, 2004</xref>). The severity of motor symptoms in PD is measured using the Hoehn and Yahr Scale. Stages 1 and 2 represent a mild motor disorder that may be easily ignored by most patients. Stages 2 and 3 represent a moderate motor disorder that may affect the patient&#x2019;s daily life. Stages 4 and 5 represent a severe motor disorder that prevents patients from living independently. We found that Hcy was also positively correlated with the severity of symptoms in PD, including cognitive and mobility impairment. Our results showed a significant increase in Hcy levels only in mild and advanced stages of PD. However, individual studies on the association between plasma Hcy level and the risk of dementia occurrence did not reach a consensus. There are four possible explanations for the conflicting results of <xref ref-type="bibr" rid="ref60">Rodriguez-Oroz et al. (2009)</xref> and <xref ref-type="bibr" rid="ref12">Camicioli et al. (2009)</xref>, who found that high Hcy levels were not a risk factor for cognitive decline. First, their sample sizes were small, with only 89 and 51 PD patients respectively, which may not be representative of all PD patients. Second, they did not apply MMSE or PD-CRS to identify PDD, instead using Petersen&#x2019;s criteria for Rodriguez-Oroz and the Dementia Rating Scale for Camicioli. Additionally, Camicioli focused on patients aged 71.5 whose Hcy levels may increase physiologically. Moreover, detailed data on Hcy in Rodriguez-Oroz&#x2019;s study suggested a ceiling effect, indicating that the concentration of plasma Hcy might be lower than the actual levels. Hence, we still think that reducing plasma Hcy levels may be an effective approach to delaying disease progression. Although we observed significant differences in PD patients with cognitive impairment or mild/severe mobility impairment, we cannot solely attribute high plasma Hcy to the severity of PD due to the progressive nature of the disease and potential confounding factors such as levodopa usage. Nevertheless, Hcy could be a useful supplementary tool rather than a definitive method for assessing the severity of PD.</p>
<p>The risk of developing PD is twice as common in men than women (<xref ref-type="bibr" rid="ref26">Dorsey et al., 2018a</xref>; <xref ref-type="bibr" rid="ref13">Cerri et al., 2019</xref>), but we failed to find a significant difference in Hcy between genders. However, the SMD for Hcy in males was slightly higher than in females. It is well known that estradiol increases the synthesis, release, reuptake, and turnover of DA (<xref ref-type="bibr" rid="ref36">Kompoliti, 2003</xref>). Additionally, estradiol has anti-inflammatory properties that protect neurons by attenuating microglia activation and modulating microglia polarization toward a cytoprotective phenotype (<xref ref-type="bibr" rid="ref13">Cerri et al., 2019</xref>; <xref ref-type="bibr" rid="ref10">Bustamante-Barrientos et al., 2021</xref>). However, estrogen and its derivatives decline in women after menopause, which typically occurs around 50&#x2009;years old. Since the average age of patients included in our study was mostly over 60, the age at which the protective effect of estradiol appears to diminish in women, our study found no apparent difference between males and females.</p>
<p>A dramatic variation in Hcy levels among PD patients was observed across different regions. One possible explanation for this difference is the influence of lifestyle. Previous studies have indicated that an increased consumption of dairy products and alcohol is associated with high Hcy levels in PD patients (<xref ref-type="bibr" rid="ref34">Ishihara and Brayne, 2005</xref>; <xref ref-type="bibr" rid="ref52">Park et al., 2005</xref>; <xref ref-type="bibr" rid="ref35">Jankovic and Tan, 2020</xref>). Conversely, some studies have suggested that the intake of tea or coffee and smoking may potentially decrease the risk of PD. (<xref ref-type="bibr" rid="ref34">Ishihara and Brayne, 2005</xref>; <xref ref-type="bibr" rid="ref41">Li et al., 2015</xref>; <xref ref-type="bibr" rid="ref4">Ascherio and Schwarzschild, 2016</xref>) Furthermore, there is evidence to suggest that exercise is related to a reduction in Hcy levels in PD patients (<xref ref-type="bibr" rid="ref48">Nascimento et al., 2011</xref>; <xref ref-type="bibr" rid="ref80">Yang et al., 2015</xref>).</p>
</sec>
<sec id="sec21">
<label>5.</label>
<title>Limitations and strengths</title>
<p>This study had several limitations. First, only studies published in English were included in the analysis. Second, our meta-analysis did not include any prospective research that proves Hcy is a risk factor for PD. Moreover, the studies included in our analysis were predominantly conducted in East-Asian and European countries. The reason for the lack of American studies is that the research from America we found primarily focused on PD patients and lacked data on healthy individuals (<xref ref-type="bibr" rid="ref42">Licking et al., 2017</xref>). In addition, it is worth noting that although some studies indicated a relationship between Hcy and other factors such as genetics (<xref ref-type="bibr" rid="ref54">Postuma and Lang, 2004</xref>; <xref ref-type="bibr" rid="ref72">Todorovi&#x0107; et al., 2006</xref>; <xref ref-type="bibr" rid="ref85">Zhu et al., 2015</xref>), types of PD (<xref ref-type="bibr" rid="ref17">Christine et al., 2018</xref>; <xref ref-type="bibr" rid="ref66">Shen et al., 2019</xref>), depression (<xref ref-type="bibr" rid="ref82">Zhang et al., 2023</xref>), and minor hallucinations (<xref ref-type="bibr" rid="ref83">Zhong et al., 2022</xref>), we did not analyze these connections in our study.</p>
<p>Our investigation included all studies that provided detailed raw data on Hcy, vitamin B12, and folate levels in PD and healthy individuals. To ensure comprehensiveness, we conducted thorough searches of five databases. To mitigate the effect of different units and measurement methods, we employed SMD to estimate the difference between PD patients and controls. Subgroup, sensitivity, and bias analyses were performed to identify potential sources of high heterogeneity. As a result, our results can be considered reliable and precise.</p>
</sec>
<sec sec-type="conclusions" id="sec22">
<label>6.</label>
<title>Conclusion</title>
<p>In summary, PD patients had lower folate and vitamin B12 levels, but significantly higher Hcy levels. These findings have implications for the treatment of PD in patients. Although hyperhomocysteinemia is not specific to PD, the measured Hcy can be seen as a surrogate marker of vitamin B12 and folate deficiency. Nonetheless, further in-depth research is warranted to confirm if Hcy can predict the onset and estimate the progression of PD, as well as to determine if it can be targeted for treatment.</p>
</sec>
<sec sec-type="data-availability" id="sec23">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article/<xref ref-type="supplementary-material" rid="SM1">Supplementary material</xref>.</p>
</sec>
<sec sec-type="author-contributions" id="sec24">
<title>Author contributions</title>
<p>YQ: Conceptualization, Data curation, Formal analysis, Methodology, Validation, Visualization, Writing&#x2013;original&#x2013;draft, Writing &#x2013; review &#x0026; editing. ZG: Data curation, Formal analysis, Methodology, Visualization, Writing &#x2013; review &#x0026; editing. QX: Data curation, Formal analysis, Visualization, Writing &#x2013; review &#x0026; editing. JX: Data curation, Formal analysis, Visualization, Writing &#x2013; review &#x0026; editing. RO: Formal analysis, Methodology, Visualization, Writing &#x2013; review &#x0026; editing. HS: Formal analysis, Methodology, Project administration, Supervision, Writing &#x2013; review &#x0026; editing. QW: Conceptualization, Data curation, Formal analysis, Methodology, Writing&#x2013;original&#x2013;draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="sec25">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This work was supported by the Sichuan Province Science and Technology Department (2023YFQ0098) and the Sichuan Province Cadre Health Research Project (2022&#x2013;115).</p>
</sec>
<ack>
<p>We are deeply grateful to all participants of this study.</p>
</ack>
<sec sec-type="COI-statement" id="sec26">
<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 id="sec100" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec sec-type="supplementary-material" id="sec27">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fnagi.2023.1254824/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fnagi.2023.1254824/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"/>
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