<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="2.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Immunol.</journal-id>
<journal-title>Frontiers in Immunology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Immunol.</abbrev-journal-title>
<issn pub-type="epub">1664-3224</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fimmu.2024.1409969</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Immunology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The role of mitochondrial DNA copy number in autoimmune disease: a bidirectional two sample mendelian randomization study</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Liu</surname>
<given-names>Zhekang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2110107"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Fu</surname>
<given-names>Qingan</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2286355"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Shao</surname>
<given-names>Yijia</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2616789"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Duan</surname>
<given-names>Xinwang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2703519"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Rheumatology and Immunology Department, The Second Affiliated Hospital of Nanchang University</institution>, <addr-line>Nanchang, Jiangxi</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Cardiovascular Medicine Department, The Second Affiliated Hospital of Nanchang University</institution>, <addr-line>Nanchang, Jiangxi</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Yongzheng Guo, First Affiliated Hospital of Chongqing Medical University, China</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Qin Wang, Sichuan University, China</p>
<p>Chang Pan, Xi&#x2019;an Medical University, China</p>
<p>Xinghua Qin, Northwestern Polytechnical University, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Xinwang Duan, <email xlink:href="mailto:dxw_efyfsmyk@163.com">dxw_efyfsmyk@163.com</email>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>09</day>
<month>10</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1409969</elocation-id>
<history>
<date date-type="received">
<day>31</day>
<month>03</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>23</day>
<month>09</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Liu, Fu, Shao and Duan</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Liu, Fu, Shao and Duan</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec>
<title>Background</title>
<p>Mitochondrial DNA (mtDNA) plays an important role in autoimmune diseases (AD), yet the relationship between mitochondria and autoimmune disease is controversial. This study employed bidirectional Mendelian randomization (MR) to explore the causal relationship between mtDNA copy number and 13 ADs (including ankylosing spondylitis [AS], Crohn&#x2019;s disease [CD], juvenile rheumatoid arthritis [JRA], polymyalgia rheumatica [PMR], psoriasis [PSO], rheumatoid arthritis [RA], Sjogren&#x2019;s syndrome [SS], systemic lupus erythematosus [SLE], thyrotoxicosis, type 1 diabetes mellitus [T1DM], ulcerative colitis [UC], and vitiligo)</p>
</sec>
<sec>
<title>Methods</title>
<p>A two-sample MR analysis was performed to assess the causal relationship between mtDNA copy number and AD. Genome-wide association study (GWAS) for mtDNA copy number were obtained from the UK Biobank (UKBB), while those associated with AD were sourced from the FinnGen Biobank. Inverse variance weighting (IVW) was the primary analysis method, complemented by three sensitivity analyses (MR-Egger, weighted median, weighted mode) to validate the results.</p>
</sec>
<sec>
<title>Results</title>
<p>IVW MR analysis identified significant associations between mtDNA copy number and CD (OR=2.51, 95% CI 1.56-4.22, P&lt;0.001), JRA (OR=1.87, 95% CI 1.17-7.65, P=0.022), RA (OR=1.71, 95%CI 1.18-2.47, P=0.004), thyrotoxicosis (OR=0.51, 95% CI0.27-0.96, P=0.038), and T1DM (OR=0.51, 95% CI 0.27-0.96, P=0.038). Sensitivity analyses indicated no horizontal pleiotropy.</p>
</sec>
<sec>
<title>Conclusions</title>
<p>Our study revealed a potential causal relationship between mtDNA copy number and ADs, indicating that these markers may be relevant in exploring new therapeutic approaches.</p>
</sec>
</abstract>
<kwd-group>
<kwd>mitochondrial DNA copy number</kwd>
<kwd>autoimmune disease</kwd>
<kwd>Mendelian randomization</kwd>
<kwd>causal association</kwd>
<kwd>GWAS</kwd>
</kwd-group>
<counts>
<fig-count count="6"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="60"/>
<page-count count="9"/>
<word-count count="3319"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Autoimmune and Autoinflammatory Disorders : Autoimmune Disorders</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Autoimmune diseases (ADs) are characterized by the immune system mistakenly attacking the body&#x2019;s own tissues, leading to chronic inflammation and tissue damage (<xref ref-type="bibr" rid="B1">1</xref>). The burden of ADs on patients is substantial, encompassing a wide array of chronic conditions that significantly impair quality of life, lead to long-term health care needs, and pose considerable challenges to health care systems worldwide (<xref ref-type="bibr" rid="B2">2</xref>).</p>
<p>In the context of ADs, the interplay between mitochondrial dynamics and immune responses is an area of intense investigation. Mitochondria, the powerhouses of the cell, are central to energy production and are intimately involved in a myriad of cellular processes, including apoptosis, signaling, and reactive oxygen species production (<xref ref-type="bibr" rid="B3">3</xref>). Their role extends beyond mere energy suppliers to being pivotal in maintaining cellular homeostasis and function. The number of mitochondria within a cell, quantified as the mitochondrial DNA (mtDNA) copy number, reflects the cell&#x2019;s metabolic demand and its ability to respond to physiological stress (<xref ref-type="bibr" rid="B4">4</xref>). This metric has emerged as a significant biomarker for various diseases, highlighting the intricate relationship between mitochondrial function and pathological states (<xref ref-type="bibr" rid="B5">5</xref>). A number of previous cross-sectional studies, case-control studies reported an increased risk of developing some ADs has been reported to be associated with a reduction in mitochondrial copy number (<xref ref-type="bibr" rid="B6">6</xref>&#x2013;<xref ref-type="bibr" rid="B9">9</xref>). Several observational studies have reported that mtDNA is associated with AS (<xref ref-type="bibr" rid="B10">10</xref>), CD, UC (<xref ref-type="bibr" rid="B11">11</xref>), PSO (<xref ref-type="bibr" rid="B12">12</xref>). To date, it is unclear whether there is a causal relationship between mtDNA copy number and these autoimmune diseases. Furthermore, it has yet to be determined whether a bidirectional relationship exists, whereby autoimmune disease might influence mtDNA copy number.</p>
<p>MR is an epidemiological approach based on genome-wide association study (GWAS) data that uses genetic variation as an instrumental variable (IV) to proxy for exposure. The MR approach minimizes outcome bias due to common environmental confounders and reverse causality interference, and in recent years it has been used primarily to infer causality between exposure and outcome (<xref ref-type="bibr" rid="B13">13</xref>). The causal relationship between mtDNA copy number and Crohn&#x2019;s disease has been previously studied by the MR method. However, the relationship between mtDNA copy number and other ADs has not been established by Mendelian randomization. There is also a lack of use of MR designs to explore reverse causality. Therefore, in the present study, we performed a Mendelian randomization study to assess the causal relationship between mtDNA copy number and ADs, including SLE, RA, AS, CD, UC, T1DM, thyrotoxicosis, psoriasis.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Two-sample MR</title>
<p>A two-sample MR study was conducted to assess whether there is a causal relationship between genetic susceptibility to mtDNA copy number and AD. Multiple single nucleotide polymorphisms (SNPs) were defined as instrumental variables (IVs). The three critical assumptions of the MR analysis were as follows (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>): 1.&#xa0;IVs demonstrated a significant correlation with exposure; 2. IVs were not associated with any confounding factors, and 3. selected IVs had no direct link to the outcome variables (<xref ref-type="bibr" rid="B14">14</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Three key principles of the bidirectional Mendelian randomization study design. IVs, instrumental variables.AS, ankylosing spondylitis,CD, Crohn&#x2019;s disease, JRA, juvenile rheumatoid arthritis, PMR, polymyalgia rheumatica, PSO, psoriasis, RA, rheumatoid arthritis, SS, Sjogren&#x2019;s syndrome, SLE, systemic lupus erythematosus, T1DM, type 1 Diabetes, UC, ulcerative colitis.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-15-1409969-g001.tif"/>
</fig>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Data sources</title>
<p>The summary statistics for mtDNA copy number from Chong et&#xa0;al.&#x2019;s study (<xref ref-type="bibr" rid="B15">15</xref>)were obtained from the UK Biobank (<xref ref-type="bibr" rid="B16">16</xref>). The summary statistics patients with SLE (5,201 patients and 9066 controls) were obtained from the GWAS catalog (<ext-link ext-link-type="uri" xlink:href="https://www.ebi.ac.uk/gwas/">https://www.ebi.ac.uk/gwas/</ext-link>). Summary-level statistical data for other ADs were obtained from the FinnGen GWAS results. In the IEU Open GWAS program, the AD and GWAS IDs corresponding to AS, CD, juvenile rheumatoid arthritis (JRA), polymyalgia rheumatica (PMR), PSO, RA, Sjogren&#x2019;s syndrome (SS), systemic sclerosis (SSc), thyrotoxicosis, T1DM, UC, and vitiligo were &#x201c;finn-b-M13_ANKYLOSPON&#x201d;, &#x201c;finn-b-K11_CD_STRICT&#x201d;, &#x201c;finn-b-M13_JUVERHEU&#x201d;,&#x201d;finn-b-M13_POLYMYALGIA&#x201d;, &#x201c;finn-b-PSORI_STRICT&#x201d;, &#x201c;finn-b-M13_RHEUMA&#x201d;, &#x201c;finn-b-M13_SJOGREN&#x201d;, &#x201c;finn-b-M13_SYSTSLCE&#x201d;,&#x201d;finn-b-THYROTOXICOSIS&#x201d;, &#x201c;finn-b-T1D_WIDE&#x201d;, &#x201c;finn-b-K11_ULCER&#x201d;, &#x201c;finn-b-L12_VITILIGO&#x201d;. The present study did not use GWASs for AD from the UK Biobank to avoid potential bias due to sample overlap.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Selection of IVs</title>
<p>For our analysis, SNPs significantly linked to the exposure (P &lt; 5 &#xd7; 10^&#x2212;8) were selected as instruments, ensuring that they were linkage disequilibrium (LD) independent with an R<sup>2</sup> of 0.001 and a 10,000 kb window size. In the reverse analysis, the criterion for P-value was relaxed (P &lt; 5 &#xd7; 10^&#x2212;6) when using Finland GWAS to include more SNPs. SNPs associated with the outcome risk were excluded to avoid confounding effects. Furthermore, palindromic SNPs from the MR analysis were omitted to maintain the accuracy of the results.</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Statistical analyses</title>
<p>We conducted the Mendelian randomization analysis using the &#x201c;TwoSampleMR&#x201d; packages in R software (version 4.2.2), applying methods such as inverse variance weighting (IVW) (<xref ref-type="bibr" rid="B17">17</xref>), MR-Egger (<xref ref-type="bibr" rid="B18">18</xref>), weighted median (<xref ref-type="bibr" rid="B19">19</xref>), and weighted mode (<xref ref-type="bibr" rid="B20">20</xref>) for causal inference. IVW was the primary method, with significance defined by a P-value &lt; 0.05 and consistent results across all methods. P-values were adjusted using the false discovery rate (FDR) correction to control the false positive rate in multiple tests (<xref ref-type="bibr" rid="B21">21</xref>).</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Sensitivity analyses</title>
<p>&#x201c;Leave-one-out&#x201d; sensitivity analyses to determine if a single SNP might skew causality results (<xref ref-type="bibr" rid="B22">22</xref>). Heterogeneity was evaluated using Cochran&#x2019;s Q statistic (<xref ref-type="bibr" rid="B23">23</xref>), when heterogeneity was present, the random effects IVW test was applied for more conservative and reliable estimates.</p>
</sec>
<sec id="s2_6">
<label>2.6</label>
<title>Experimental verification</title>
<p>Adult patients meeting the 2010 classification criteria for RA of the American College of Rheumatology were recruited at the Second Affiliated Hospital of Nanchang University in 2024 with the approval of the Ethics Committee of the Second Affiliated Hospital of Nanchang University, and all patients participating in the study signed an informed written consent. RA activity was assessed by DAS28-ESR at blood collection, and CDAI scoring was performed by the attending physician.</p>
<p>Peripheral blood samples (4.5 mL) were collected in EDTA tubes via peripheral venipuncture. Within 4 hours of collection, genomic DNA, including mitochondrial DNA (mtDNA), was extracted from the whole blood using the Blood Genome DNA Extraction Kit (Takara, Cat. No. 9450). The DNA was precipitated with isopropanol, washed with 70% ethanol, and dissolved in TE buffer for further analysis. The relative mtDNA copy number was quantified using the Human Mitochondrial DNA Monitoring Primer Set (Takara, Cat. No. 7246) with TB Green<sup>&#xae;</sup> Premix Ex Taq&#x2122; II (Tli RNaseH Plus) (Takara, Cat. No. RR820A) on Real-Time PCR System. The PCR reactions were prepared with 12.5 &#x3bc;L of TB Green Premix, 1 &#x3bc;L of each primer mix (10 &#x3bc;M), and 2 &#x3bc;L of DNA template in a final volume of 25 &#x3bc;L. The cycling conditions were as follows: initial denaturation at 95&#xb0;C for 30 seconds, followed by 40 cycles of 95&#xb0;C for 5 seconds and 60&#xb0;C for 30 seconds. The relative mtDNA copy number was calculated using the &#x394;Ct method. Specifically, &#x394;Ct1 was calculated as the difference between the Ct values for SLCO2B1 (nuclear DNA) and ND1 (mtDNA), and &#x394;Ct2 was calculated as the difference between the Ct values for SERPINA1 (nuclear DNA) and ND5 (mtDNA). The mtDNA copy number was determined by calculating 2^&#x394;Ct for both &#x394;Ct1 and &#x394;Ct2, and the final mtDNA copy number was the average of these values. After obtaining the experimental results, we used Spearman rank order correlation coefficients to assess the relationship between mtDNA copy number and experimental subjects&#x2019; age, sex, disease duration month, ESR, CRP, DAS28ESR, DAS28CRP, SDAI and CDAI association strength and direction. In addition to this, two separate correlation analyses were conducted to explore the different association profiles under DAS28-ESR grouping and CDAI grouping, and the results of these analyses were visualized by correlation heatmaps and scatter matrix plots.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Univariate MR analysis</title>
<p>Genetic variants of mtDNA copy number were associated with CD (odds ratio [OR]=2.51, 95% confidence interval [CI] 1.56&#x2013;4.22, P&lt;0.001), JRA (OR=1.87, 95% CI1.17-7.65, P=0.022), RA (OR=1.71, 95%CI1.18-2.47, P=0.004), thyrotoxicosis (OR=0.51, 95% CI0.27-0.96, P=0.038), and T1DM (OR=0.51, 95% CI0.27-0.96, P=0.038) (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2</bold>
</xref>, <xref ref-type="fig" rid="f3">
<bold>3</bold>
</xref>). After applying FDR correction, the adjusted P values for the IVW model of CD, JRA, and thyrotoxicosis remained below 0.05, further strengthening the reliability of our conclusions. <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref> presents a scatter plot delineating the inferred causal linkages between mtDNA copy number and ADs. The potential heterogeneity (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>) was also analyzed. Based on MR-Egger&#x2019;s examination of the intercept term, the causal analysis did not show significant evidence of horizontal pleiotropy (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>). The IVs used are shown in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;3</bold>
</xref>.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>The P-value distribution of associations between mtDNA copy number and autoimmune disease in the Mendelian randomization analysis. The dashed line represents the threshold of the suggestive level of significance, set at P= 0.05.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-15-1409969-g002.tif"/>
</fig>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Associations between genetically predicted mtDNA copy numbers and five autoimmune diseases examined by four MR methods.MR, Mendelian randomization; IVW, inverse-variance weighted, CI, confidence interval.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-15-1409969-g003.tif"/>
</fig>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Scatter plot illustrating the causal effects of mtDNA copy number and five autoimmune diseases. SNP, single nucleotide polymorphism.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-15-1409969-g004.tif"/>
</fig>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Reverse MR analysis</title>
<p>ADs were examined as exposures, and mtDNA copy numbers as the outcomes (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). we included Seventy-three SNPs for SLE, 18 for CD, 26 for UC, 3 for Vitiligo, 22 for AS, 10 for JRA, 13 for PMR, 28 for RA, 10 for SS, 5 for SSc, 10 s for PSO,29 for T1DM, and 33 for thyrotoxicosis. According to the IVW method, no substantial associations were found. Horizontal pleiotropy was not observed in any of the sensitivity analyses (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;2</bold>
</xref>). The IVs used are shown in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;4</bold>
</xref>.</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Associations between genetically predicted autoimmune diseases and mtDNA copy number examined using four MR methods.MR, Mendelian randomization; IVW, inverse-variance weighted, CI, confidence interval.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-15-1409969-g005.tif"/>
</fig>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Experimental verification</title>
<p>Twenty-four patients with RA were recruited and the mean&#xa0;DAS28-ESR was 3.98 and the mean CDAI was 13.41 (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;5</bold>
</xref>). The mtDNA copy number was compared among patients stratified by DAS28-ESR grouping (Group 1, Group 2, and Group 3). The mtDNA copy number was calculated for patients stratified by DAS28-ESR groupings. <xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref> shows the results. The mean mtDNA copy number in Group 1 (DAS28-ESR &#x2264; 3.2) was 142, representing the highest mean value among the groups. In Group 2 (3.2 &lt; DAS28-ESR &#x2264; 5.1), the mean mtDNA copy number was126.44. Similarly, in Group 3 (DAS28-ESR &gt; 5.1), the mean mtDNA copy number was 118.29. The results indicate no significant differences between Group 1 and Group 2, as well as between Group 2 and Group 3.A statistically significant difference was observed between Group 1 and Group 3 (p = 0.0321), suggesting a lower mtDNA copy number in patients in Group 3 compared to Group 1. Similar comparisons were made across CDAI groupings (Group 1, Group 2, and Group 3). The analysis revealed no statistically significant differences between Group 1, Group 2 and Group 3. Combining the results of <xref ref-type="fig" rid="f6">
<bold>Figures&#xa0;6B, D</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;3</bold>
</xref>, we can further see the direction and strength of correlation between mtDNA copy number and other variables. As shown, mtDNA copy number was positively correlated with RA replacement disease duration, whereas the correlations with gender and inflammation-related indicators such as ESR, CRP, DAS28-ESR, DAS28-CRP, SDAI, and CDAI were negative. The heatmap module representing the relationship between DAS28-CRP, CDAI and mtDNA copy number was the darkest in color, implying a statistically significant negative correlation of mtDNA copy number only with DAS28-CRP (p=0.044) and CDAI (p=0.023).</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>mtDNA copy numbers <bold>(A, C)</bold> in RA patients throughout all strata of DAS28-ESR and CDAI activity. Heatmap <bold>(B, D)</bold> showing the strength and direction of correlations between mtDNA and age, sex, disease duration month, ESR, CRP, DAS28ESR, DAS28CRP, SDAI and CDAI for different subgroups in Spearman correlation analysis.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-15-1409969-g006.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>To the best of our knowledge, this is the first study using MR to fully explore the relationship between mtDNA copy number and ADs. Our study revealed potential associations between genetically predicted mtDNA copy number and CD, JRA, RA, thyrotoxicosis and T1DM. In addition, we validated this in patients with RA and found that whole blood mtDNA copy number decreased with increasing disease activity.</p>
<p>Previous observational studies have explored the relationships between mtDNA copy number and various ADs including AS (<xref ref-type="bibr" rid="B10">10</xref>), CD (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B24">24</xref>), JRA (<xref ref-type="bibr" rid="B25">25</xref>), PSO (<xref ref-type="bibr" rid="B12">12</xref>),RA (<xref ref-type="bibr" rid="B9">9</xref>), SS (<xref ref-type="bibr" rid="B26">26</xref>), SLE (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B27">27</xref>&#x2013;<xref ref-type="bibr" rid="B29">29</xref>), SSc (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B30">30</xref>), thyrotoxicosis (<xref ref-type="bibr" rid="B31">31</xref>), T1DM (<xref ref-type="bibr" rid="B8">8</xref>), UC (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B33">33</xref>), and vitiligo (<xref ref-type="bibr" rid="B34">34</xref>). Studies on SLE have shown that mtDNA copy number correlates with disease activity, response to glucocorticoids, and prognosis (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B27">27</xref>). Regarding SSc, observational studies have yielded conflicting results, with some showing negative correlations (<xref ref-type="bibr" rid="B30">30</xref>)and others showing nonsignificant correlations (<xref ref-type="bibr" rid="B7">7</xref>). The same is valid for PSO. Previous clinical articles have found lower mtDNA levels in patients with PSO than controls (<xref ref-type="bibr" rid="B12">12</xref>), other research has indicated increased mtDNA copy number in patients with PSO. Basic research has shown that mitochondrial dysfunction contributes significantly to the pathogenesis of PSO by modulating innate immunity via redox-sensitive inflammatory pathways (<xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B36">36</xref>). A study from the UK on 60 patients with UC demonstrated that elevated mtDNA levels correlating with C-reactive protein, endoscopic severity, and disease activity. However, our results did not show a bidirectional causal relationship between mtDNA copy number and these diseases. Oxidative stress is known a key factor in the pathogenesis of CD and as a key mechanism leading to tissue and cellular damage (<xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B38">38</xref>). A previous meta-analysis of MR studies revealed a robust causal relationship between mtDNA copy number and CD (<xref ref-type="bibr" rid="B39">39</xref>), which is consistent with our results. Most current clinical studies on mtDNA copy number and ADs are cross-sectional or retrospective, which making them prone to reverse causality and confounding factors. Our MR study provides ideas for the design of future clinical studies. Interventions targeting mitochondrial function may be a new strategy for treating these ADs. For example, modulating mitochondrial function could help reduce inflammatory responses and alleviate disease symptoms (<xref ref-type="bibr" rid="B40">40</xref>). Such investigations might pave the way for innovative clinical tests to enhancing the diagnosis and prognosis of ADs or improve patient stratification to enable more tailored clinical care approaches (<xref ref-type="bibr" rid="B41">41</xref>).</p>
<p>In recent years, there has been growing interest in the role of mitochondria in ADs, especially the influence of mitochondrial DNA on the onset and progression of such diseases. Many studies have demonstrated that alterations in mtDNA copy number contribute to developing of ADs. One way mtDNA affects autoimmunity is by alter mitochondrial function, thereby increasing oxidative stress and damaging tissues and cells. Previous basic research on RA has shown that oxidative stress plays an important role in the pathogenesis of RA (<xref ref-type="bibr" rid="B42">42</xref>&#x2013;<xref ref-type="bibr" rid="B44">44</xref>). Interestingly, our study revealed stronger relationship between JRA and mtDNA copy number than with RA, providing a new direction for exploring the mechanism of JRA. Moreover, mtDNA mutations can alter cellular energy metabolism, thereby altering intracellular ATP levels and affecting the onset and progression of ADs (<xref ref-type="bibr" rid="B45">45</xref>, <xref ref-type="bibr" rid="B46">46</xref>). The purinergic system is involved in a variety of pathological and physiological processes and plays a role in the pathophysiology of RA (<xref ref-type="bibr" rid="B47">47</xref>). Under physiological conditions, extracellular ATP is present at approximately 10 nM, which is regulated by nucleic acid exonucleases anchored to the plasma membrane (<xref ref-type="bibr" rid="B48">48</xref>). However, during pathological events, the concentration of extracellular ATP can rise significantly, reaching micromolar levels (<xref ref-type="bibr" rid="B49">49</xref>).. When stress induces cellular damage, ATP is released, acting as a damage-associated molecular pattern (DAMP) to initiate a pro-inflammatory response. DAMPs are an endogenous factors that specifically recruit and activate innate immune cells to promote healing and tissue homeostasis (<xref ref-type="bibr" rid="B50">50</xref>).In autoimmune disorders such as RA, failure to regulate DAMPs exacerbates inflammation (<xref ref-type="bibr" rid="B51">51</xref>). DAMPs act as ATPs that play crucial roles, through positive feedback, facilitating the early inflammatory process in RA and prolonging immune activation. Mitochondria can respond to external or endogenous stresses by triggering mitochondrial autophagy, mtDNA release, and apoptosis, and can ultimately regulating the survival or death of stressed cells (<xref ref-type="bibr" rid="B52">52</xref>&#x2013;<xref ref-type="bibr" rid="B54">54</xref>). The release of mtDNA into the cytoplasm results in the expression of type I interferon (IFN) and a variety of inflammatory cytokines, including members of the TNF superfamily, interleukins and chemokines (<xref ref-type="bibr" rid="B55">55</xref>). Excessive release of mtDNA under sterile conditions triggers an IFN response leading to autoinflammatory conditions such as SLE (<xref ref-type="bibr" rid="B56">56</xref>, <xref ref-type="bibr" rid="B57">57</xref>). Moreover, a study on mitochondrial transplantation showed that the <italic>in vitro</italic> transfer of healthy mitochondria into CD4+ T cells from patients with RA restored aspartate metabolism and reduced TNF production (<xref ref-type="bibr" rid="B58">58</xref>, <xref ref-type="bibr" rid="B59">59</xref>). It has also been noted that in patients with JRA, mitochondrial-encoded DNA expression is inhibited, and the specific downregulation of mitochondrial-encoded components suggests a possible disruption of mitochondrial respiratory function, which is critical for cellular energy production and immune response (<xref ref-type="bibr" rid="B25">25</xref>). These studies imply that mitochondria are a potential therapeutic target that could provide more precise and effective patient treatment.</p>
<p>This study is the first comprehensive exploration of the reverse causality between ADs and mtDNA copy number. The onset and progression of ADs involve oxidative stress and inflammatory responses, making it mechanistically plausible that ADs may further affect mtDNA copy number. However, in the present study, we did not find any causal relationship between ADs and mtDNA copy number. This may be related to the fact that the effects of ADs on mtDNA copy number involve multiple complex pathways that are difficult to capture adequately in current studies. In reverse Mendelian Randomization studies, the relatively small number of cases in comparison to a larger pool of controls might have obstructed the identification of genetic variations linked to the disease. Such an imbalance could potentially bias the results of the study and obstruct an accurate determination of the relationship between genetic variations and the disease (<xref ref-type="bibr" rid="B60">60</xref>).</p>
<p>Our study has several advantages. First, a two-sample MR method was employed using SNPs as instrumental variables, which were less susceptible to confounding factors and reverse causality due to the random assignment during meiosis. Second, this is the first MR study to systematically assess the causal relationship between mtDNA copy number and ADs, and it is the first to report the causal relationship between mtDNA copy number and certain ADs from an MR perspective. A better understanding of the relationship between mtDNA and AD could contribute to a clearer understanding of the pathophysiology of ADs and help in the search for new biomarkers. Nevertheless, our study has several limitations. Firstly, it focused only on GWAS data from a European population, limiting its generalizability to the population. Genetic variations and environmental interactions can vary significantly across populations, which may affect the applicability of our results to non-European populations. Further studies in diverse populations are needed to confirm our findings. This will help in understanding population-specific genetic architectures and improve the precision of personalized medicine approaches. Second, due to the limitations of MR study, the second and third major assumptions are difficult to ensure precisely. Therefore, we performed MR-Egger to detect pleiotropy, which did not show pleiotropy. Third, our GWAS was derived from two samples, and data from different sources may have different measurements or definitions, which may have affected the accuracy of the results.</p>
<p>In conclusion, our study suggests that mtDNA copy number may affect several ADs, such as CD, JRA and T1DM. Further clinical and basic studies are needed to understand the relationship between mtDNA and ADs in the future.</p>
</sec>
</body>
<back>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material</bold>
</xref>. Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6" sec-type="author-contributions">
<title>Author contributions</title>
<p>ZL: Data curation, Formal analysis, Funding acquisition, Methodology, Resources, Software, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. QF: Data curation, Formal analysis, Writing &#x2013; review &amp; editing. YS: Methodology, Writing &#x2013; review &amp; editing. XD: Funding acquisition, Writing &#x2013; review &amp; editing.</p>
</sec>
<sec id="s7" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This study was supported by grants from the Science and Technology Program of Department of Health of Jiangxi Province (20204254), the Key Research and Development Program of Jiangxi municipal Science&#xa0;and Technology Department (20192BBGL70024), and the Science and Technology Plan of Jiangxi Health Committee (SKJP220210891and SKJP220202999).</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We thank all the GWAS summary statistics included in the study sincerely. We also acknowledge the BioRender.com to provide the image materials.</p>
</ack>
<sec id="s8" sec-type="COI-statement">
<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="s9" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors&#xa0;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 id="s10" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fimmu.2024.1409969/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fimmu.2024.1409969/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
<supplementary-material xlink:href="Table1.xlsx" id="ST1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Theofilopoulos</surname> <given-names>AN</given-names>
</name>
<name>
<surname>Kono</surname> <given-names>DH</given-names>
</name>
<name>
<surname>Baccala</surname> <given-names>R</given-names>
</name>
</person-group>. <article-title>The multiple pathways to autoimmunity</article-title>. <source>Nat Immunol</source>. (<year>2017</year>) <volume>18</volume>:<page-range>716&#x2013;24</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/ni.3731</pub-id>
</citation>
</ref>
<ref id="B2">
<label>2</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cao</surname> <given-names>F</given-names>
</name>
<name>
<surname>He</surname> <given-names>Y-S</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Zha</surname> <given-names>C-K</given-names>
</name>
<name>
<surname>Lu</surname> <given-names>J-M</given-names>
</name>
<name>
<surname>Tao</surname> <given-names>L-M</given-names>
</name>
<etal/>
</person-group>. <article-title>Global burden and cross-country inequalities in autoimmune diseases from 1990 to 2019</article-title>. <source>Autoimmun Rev</source>. (<year>2023</year>) <volume>22</volume>:<elocation-id>103326</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.autrev.2023.103326</pub-id>
</citation>
</ref>
<ref id="B3">
<label>3</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Anderson</surname> <given-names>S</given-names>
</name>
<name>
<surname>Bankier</surname> <given-names>AT</given-names>
</name>
<name>
<surname>Barrell</surname> <given-names>BG</given-names>
</name>
<name>
<surname>de Bruijn</surname> <given-names>MH</given-names>
</name>
<name>
<surname>Coulson</surname> <given-names>AR</given-names>
</name>
<name>
<surname>Drouin</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Sequence and organization of the human mitochondrial genome</article-title>. <source>Nature</source>. (<year>1981</year>) <volume>290</volume>:<page-range>457&#x2013;65</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/290457a0</pub-id>
</citation>
</ref>
<ref id="B4">
<label>4</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Clay Montier</surname> <given-names>LL</given-names>
</name>
<name>
<surname>Deng</surname> <given-names>JJ</given-names>
</name>
<name>
<surname>Bai</surname> <given-names>Y</given-names>
</name>
</person-group>. <article-title>Number matters: control of mammalian mitochondrial DNA copy number</article-title>. <source>J Genet Genomics</source>. (<year>2009</year>) <volume>36</volume>:<page-range>125&#x2013;31</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/S1673-8527(08)60099-5</pub-id>
</citation>
</ref>
<ref id="B5">
<label>5</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Riley</surname> <given-names>JS</given-names>
</name>
<name>
<surname>Tait</surname> <given-names>SW</given-names>
</name>
</person-group>. <article-title>Mitochondrial DNA in inflammation and immunity</article-title>. <source>EMBO Rep</source>. (<year>2020</year>) <volume>21</volume>:<elocation-id>e49799</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.15252/embr.201949799</pub-id>
</citation>
</ref>
<ref id="B6">
<label>6</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lee</surname> <given-names>H-T</given-names>
</name>
<name>
<surname>Lin</surname> <given-names>C-S</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>W-S</given-names>
</name>
<name>
<surname>Liao</surname> <given-names>H-T</given-names>
</name>
<name>
<surname>Tsai</surname> <given-names>C-Y</given-names>
</name>
<name>
<surname>Wei</surname> <given-names>Y-H</given-names>
</name>
</person-group>. <article-title>Leukocyte mitochondrial DNA alteration in systemic lupus erythematosus and its relevance to the susceptibility to lupus nephritis</article-title>. <source>Int J Mol Sci</source>. (<year>2012</year>) <volume>13</volume>:<page-range>8853&#x2013;68</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/ijms13078853</pub-id>
</citation>
</ref>
<ref id="B7">
<label>7</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bogatyreva</surname> <given-names>AI</given-names>
</name>
<name>
<surname>Gerasimova</surname> <given-names>EV</given-names>
</name>
<name>
<surname>Kirichenko</surname> <given-names>TV</given-names>
</name>
<name>
<surname>Markina</surname> <given-names>YV</given-names>
</name>
<name>
<surname>Tolstik</surname> <given-names>TV</given-names>
</name>
<name>
<surname>Kiseleva</surname> <given-names>DG</given-names>
</name>
<etal/>
</person-group>. <article-title>Mitochondrial DNA copy number in patients with systemic sclerosis</article-title>. <source>Front Mol Biosci</source>. (<year>2023</year>) <volume>10</volume>:<elocation-id>1313426</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fmolb.2023.1313426</pub-id>
</citation>
</ref>
<ref id="B8">
<label>8</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jenkins</surname> <given-names>AJ</given-names>
</name>
<name>
<surname>Carroll</surname> <given-names>LM</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>MLH</given-names>
</name>
<name>
<surname>Wen-Loh</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Mangani</surname> <given-names>A</given-names>
</name>
<name>
<surname>O&#x2019;Neal</surname> <given-names>DN</given-names>
</name>
<etal/>
</person-group>. <article-title>Mitochondrial DNA copy number in adults with and without Type 1 diabetes</article-title>. <source>Diabetes Res Clin Pract</source>. (<year>2023</year>) <volume>203</volume>:<elocation-id>110877</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.diabres.2023.110877</pub-id>
</citation>
</ref>
<ref id="B9">
<label>9</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Svendsen</surname> <given-names>AJ</given-names>
</name>
<name>
<surname>Tan</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Jakobsen</surname> <given-names>MA</given-names>
</name>
<name>
<surname>Thyagarajan</surname> <given-names>B</given-names>
</name>
<name>
<surname>Nygaard</surname> <given-names>M</given-names>
</name>
<name>
<surname>Christiansen</surname> <given-names>L</given-names>
</name>
<etal/>
</person-group>. <article-title>White blood cell mitochondrial DNA copy number is decreased in rheumatoid arthritis and linked with risk factors</article-title>. <source>A Twin study. J Autoimmun</source>. (<year>2019</year>) <volume>96</volume>:<page-range>142&#x2013;6</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jaut.2018.09.008</pub-id>
</citation>
</ref>
<ref id="B10">
<label>10</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname> <given-names>J</given-names>
</name>
<name>
<surname>Peng</surname> <given-names>C</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>S</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>Mitochondrial displacement loop region single nucleotide polymorphisms and mitochondrial DNA copy number associated with risk of ankylosing spondylitis</article-title>. <source>Int J Rheum Dis</source>. (<year>2023</year>) <volume>26</volume>:<page-range>2157&#x2013;62</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/1756-185X.14876</pub-id>
</citation>
</ref>
<ref id="B11">
<label>11</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Boyapati</surname> <given-names>RK</given-names>
</name>
<name>
<surname>Dorward</surname> <given-names>DA</given-names>
</name>
<name>
<surname>Tamborska</surname> <given-names>A</given-names>
</name>
<name>
<surname>Kalla</surname> <given-names>R</given-names>
</name>
<name>
<surname>Ventham</surname> <given-names>NT</given-names>
</name>
<name>
<surname>Doherty</surname> <given-names>MK</given-names>
</name>
<etal/>
</person-group>. <article-title>Mitochondrial DNA is a pro-inflammatory damage-associated molecular pattern released during active IBD</article-title>. <source>Inflammation Bowel Dis</source>. (<year>2018</year>) <volume>24</volume>:<page-range>2113&#x2013;22</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/ibd/izy095</pub-id>
</citation>
</ref>
<ref id="B12">
<label>12</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Alwehaidah</surname> <given-names>MS</given-names>
</name>
<name>
<surname>AlFadhli</surname> <given-names>S</given-names>
</name>
<name>
<surname>Al-Kafaji</surname> <given-names>G</given-names>
</name>
</person-group>. <article-title>Leukocyte mitochondrial DNA copy number is a potential non-invasive biomarker for psoriasis</article-title>. <source>PLoS One</source>. (<year>2022</year>) <volume>17</volume>:<elocation-id>e0270714</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1371/journal.pone.0270714</pub-id>
</citation>
</ref>
<ref id="B13">
<label>13</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Davey Smith</surname> <given-names>G</given-names>
</name>
<name>
<surname>Hemani</surname> <given-names>G</given-names>
</name>
</person-group>. <article-title>Mendelian randomization: genetic anchors for causal inference in epidemiological studies</article-title>. <source>Hum Mol Genet</source>. (<year>2014</year>) <volume>23</volume>:<page-range>R89&#x2013;98</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/hmg/ddu328</pub-id>
</citation>
</ref>
<ref id="B14">
<label>14</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Emdin</surname> <given-names>CA</given-names>
</name>
<name>
<surname>Khera</surname> <given-names>AV</given-names>
</name>
<name>
<surname>Kathiresan</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>Mendelian randomization</article-title>. <source>JAMA</source>. (<year>2017</year>) <volume>318</volume>:<page-range>1925&#x2013;6</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1001/jama.2017.17219</pub-id>
</citation>
</ref>
<ref id="B15">
<label>15</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chong</surname> <given-names>M</given-names>
</name>
<name>
<surname>Mohammadi-Shemirani</surname> <given-names>P</given-names>
</name>
<name>
<surname>Perrot</surname> <given-names>N</given-names>
</name>
<name>
<surname>Nelson</surname> <given-names>W</given-names>
</name>
<name>
<surname>Morton</surname> <given-names>R</given-names>
</name>
<name>
<surname>Narula</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>GWAS and ExWAS of blood mitochondrial DNA copy number identifies 71 loci and highlights a potential causal role in dementia</article-title>. <source>Elife</source>. (<year>2022</year>) <volume>11</volume>:<elocation-id>e70382</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.7554/eLife.70382</pub-id>
</citation>
</ref>
<ref id="B16">
<label>16</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sudlow</surname> <given-names>C</given-names>
</name>
<name>
<surname>Gallacher</surname> <given-names>J</given-names>
</name>
<name>
<surname>Allen</surname> <given-names>N</given-names>
</name>
<name>
<surname>Beral</surname> <given-names>V</given-names>
</name>
<name>
<surname>Burton</surname> <given-names>P</given-names>
</name>
<name>
<surname>Danesh</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>UK biobank: an open access resource for identifying the causes of a wide range of complex diseases of middle and old age</article-title>. <source>PLoS Med</source>. (<year>2015</year>) <volume>12</volume>:<elocation-id>e1001779</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1371/journal.pmed.1001779</pub-id>
</citation>
</ref>
<ref id="B17">
<label>17</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Burgess</surname> <given-names>S</given-names>
</name>
<name>
<surname>Scott</surname> <given-names>RA</given-names>
</name>
<name>
<surname>Timpson</surname> <given-names>NJ</given-names>
</name>
<name>
<surname>Davey Smith</surname> <given-names>G</given-names>
</name>
<name>
<surname>Thompson</surname> <given-names>SG</given-names>
</name>
<collab>EPIC- InterAct Consortium</collab>
</person-group>. <article-title>Using published data in Mendelian randomization: a blueprint for efficient identification of causal risk factors</article-title>. <source>Eur J Epidemiol</source>. (<year>2015</year>) <volume>30</volume>:<page-range>543&#x2013;52</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s10654-015-0011-z</pub-id>
</citation>
</ref>
<ref id="B18">
<label>18</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bowden</surname> <given-names>J</given-names>
</name>
<name>
<surname>Davey Smith</surname> <given-names>G</given-names>
</name>
<name>
<surname>Burgess</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>Mendelian randomization with invalid instruments: effect estimation and bias detection through Egger regression</article-title>. <source>Int J Epidemiol</source>. (<year>2015</year>) <volume>44</volume>:<page-range>512&#x2013;25</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/ije/dyv080</pub-id>
</citation>
</ref>
<ref id="B19">
<label>19</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bowden</surname> <given-names>J</given-names>
</name>
<name>
<surname>Davey Smith</surname> <given-names>G</given-names>
</name>
<name>
<surname>Haycock</surname> <given-names>PC</given-names>
</name>
<name>
<surname>Burgess</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>Consistent estimation in mendelian randomization with some invalid instruments using a weighted median estimator</article-title>. <source>Genet Epidemiol</source>. (<year>2016</year>) <volume>40</volume>:<page-range>304&#x2013;14</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/gepi.21965</pub-id>
</citation>
</ref>
<ref id="B20">
<label>20</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hartwig</surname> <given-names>FP</given-names>
</name>
<name>
<surname>Davey Smith</surname> <given-names>G</given-names>
</name>
<name>
<surname>Bowden</surname> <given-names>J</given-names>
</name>
</person-group>. <article-title>Robust inference in summary data Mendelian randomization via the zero modal pleiotropy assumption</article-title>. <source>Int J Epidemiol</source>. (<year>2017</year>) <volume>46</volume>:<page-range>1985&#x2013;98</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/ije/dyx102</pub-id>
</citation>
</ref>
<ref id="B21">
<label>21</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Korthauer</surname> <given-names>K</given-names>
</name>
<name>
<surname>Kimes</surname> <given-names>PK</given-names>
</name>
<name>
<surname>Duvallet</surname> <given-names>C</given-names>
</name>
<name>
<surname>Reyes</surname> <given-names>A</given-names>
</name>
<name>
<surname>Subramanian</surname> <given-names>A</given-names>
</name>
<name>
<surname>Teng</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>A practical guide to methods controlling false discoveries in computational biology</article-title>. <source>Genome Biol</source>. (<year>2019</year>) <volume>20</volume>:<elocation-id>118</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s13059-019-1716-1</pub-id>
</citation>
</ref>
<ref id="B22">
<label>22</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Burgess</surname> <given-names>S</given-names>
</name>
<name>
<surname>Bowden</surname> <given-names>J</given-names>
</name>
<name>
<surname>Fall</surname> <given-names>T</given-names>
</name>
<name>
<surname>Ingelsson</surname> <given-names>E</given-names>
</name>
<name>
<surname>Thompson</surname> <given-names>SG</given-names>
</name>
</person-group>. <article-title>Sensitivity analyses for robust causal inference from mendelian randomization analyses with multiple genetic variants</article-title>. <source>Epidemiology</source>. (<year>2017</year>) <volume>28</volume>:<fpage>30</fpage>&#x2013;<lpage>42</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1097/EDE.0000000000000559</pub-id>
</citation>
</ref>
<ref id="B23">
<label>23</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Greco M</surname> <given-names>FD</given-names>
</name>
<name>
<surname>Minelli</surname> <given-names>C</given-names>
</name>
<name>
<surname>Sheehan</surname> <given-names>NA</given-names>
</name>
<name>
<surname>Thompson</surname> <given-names>JR</given-names>
</name>
</person-group>. <article-title>Detecting pleiotropy in Mendelian randomisation studies with summary data and a continuous outcome</article-title>. <source>Stat Med</source>. (<year>2015</year>) <volume>34</volume>:<page-range>2926&#x2013;40</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/sim.6522</pub-id>
</citation>
</ref>
<ref id="B24">
<label>24</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Patel</surname> <given-names>R</given-names>
</name>
<name>
<surname>Coulter</surname> <given-names>LL</given-names>
</name>
<name>
<surname>Rimmer</surname> <given-names>J</given-names>
</name>
<name>
<surname>Parkes</surname> <given-names>M</given-names>
</name>
<name>
<surname>Chinnery</surname> <given-names>PF</given-names>
</name>
<name>
<surname>Swift</surname> <given-names>O</given-names>
</name>
</person-group>. <article-title>Mitochondrial neurogastrointestinal encephalopathy: a clinicopathological mimic of Crohn&#x2019;s disease</article-title>. <source>BMC Gastroenterol</source>. (<year>2019</year>) <volume>19</volume>:<elocation-id>11</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12876-018-0925-5</pub-id>
</citation>
</ref>
<ref id="B25">
<label>25</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ishikawa</surname> <given-names>S</given-names>
</name>
<name>
<surname>Mima</surname> <given-names>T</given-names>
</name>
<name>
<surname>Aoki</surname> <given-names>C</given-names>
</name>
<name>
<surname>Yoshio-Hoshino</surname> <given-names>N</given-names>
</name>
<name>
<surname>Adachi</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Imagawa</surname> <given-names>T</given-names>
</name>
<etal/>
</person-group>. <article-title>Abnormal expression of the genes involved in cytokine networks and mitochondrial function in systemic juvenile idiopathic arthritis identified by DNA microarray analysis</article-title>. <source>Ann Rheum Dis</source>. (<year>2009</year>) <volume>68</volume>:<page-range>264&#x2013;72</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1136/ard.2007.079533</pub-id>
</citation>
</ref>
<ref id="B26">
<label>26</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>De Benedittis</surname> <given-names>G</given-names>
</name>
<name>
<surname>Latini</surname> <given-names>A</given-names>
</name>
<name>
<surname>ColaFrancesco</surname> <given-names>S</given-names>
</name>
<name>
<surname>Priori</surname> <given-names>R</given-names>
</name>
<name>
<surname>Perricone</surname> <given-names>C</given-names>
</name>
<name>
<surname>Novelli</surname> <given-names>L</given-names>
</name>
<etal/>
</person-group>. <article-title>Alteration of mitochondrial DNA copy number and increased expression levels of mitochondrial dynamics-related genes in sj&#xf6;gren&#x2019;s syndrome</article-title>. <source>Biomedicines</source>. (<year>2022</year>) <volume>10</volume>:<elocation-id>2699</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/biomedicines10112699</pub-id>
</citation>
</ref>
<ref id="B27">
<label>27</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Giaglis</surname> <given-names>S</given-names>
</name>
<name>
<surname>Daoudlarian</surname> <given-names>D</given-names>
</name>
<name>
<surname>Voll</surname> <given-names>RE</given-names>
</name>
<name>
<surname>Kyburz</surname> <given-names>D</given-names>
</name>
<name>
<surname>Venhoff</surname> <given-names>N</given-names>
</name>
<name>
<surname>Walker</surname> <given-names>UA</given-names>
</name>
</person-group>. <article-title>Circulating mitochondrial DNA copy numbers represent a sensitive marker for diagnosis and monitoring of disease activity in systemic lupus erythematosus</article-title>. <source>RMD Open</source>. (<year>2021</year>) <volume>7</volume>:<elocation-id>e002010</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1136/rmdopen-2021-002010</pub-id>
</citation>
</ref>
<ref id="B28">
<label>28</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Becker</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Loignon</surname> <given-names>R-C</given-names>
</name>
<name>
<surname>Julien</surname> <given-names>A-S</given-names>
</name>
<name>
<surname>Marcoux</surname> <given-names>G</given-names>
</name>
<name>
<surname>Allaeys</surname> <given-names>I</given-names>
</name>
<name>
<surname>L&#xe9;vesque</surname> <given-names>T</given-names>
</name>
<etal/>
</person-group>. <article-title>Anti-mitochondrial autoantibodies in systemic lupus erythematosus and their association with disease manifestations</article-title>. <source>Sci Rep</source>. (<year>2019</year>) <volume>9</volume>:<fpage>4530</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41598-019-40900-3</pub-id>
</citation>
</ref>
<ref id="B29">
<label>29</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Zong</surname> <given-names>Q-Q</given-names>
</name>
<name>
<surname>Zhai</surname> <given-names>C-X</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>G-H</given-names>
</name>
<name>
<surname>Hu</surname> <given-names>W-Q</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Y-H</given-names>
</name>
<etal/>
</person-group>. <article-title>An association study on the risk, glucocorticoids effectiveness, and prognosis of systemic lupus erythematosus: insight from mitochondrial DNA copy number</article-title>. <source>Immunol Res</source>. (<year>2022</year>) <volume>70</volume>:<page-range>850&#x2013;9</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s12026-022-09318-4</pub-id>
</citation>
</ref>
<ref id="B30">
<label>30</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Movassaghi</surname> <given-names>S</given-names>
</name>
<name>
<surname>Jafari</surname> <given-names>S</given-names>
</name>
<name>
<surname>Falahati</surname> <given-names>K</given-names>
</name>
<name>
<surname>Ataei</surname> <given-names>M</given-names>
</name>
<name>
<surname>Sanati</surname> <given-names>MH</given-names>
</name>
<name>
<surname>Jadali</surname> <given-names>Z</given-names>
</name>
</person-group>. <article-title>Quantification of mitochondrial DNA damage and copy number in circulating blood of patients with systemic sclerosis by a qPCR-based assay</article-title>. <source>Bras Dermatol</source>. (<year>2020</year>) <volume>95</volume>:<page-range>314&#x2013;9</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.abd.2019.11.003</pub-id>
</citation>
</ref>
<ref id="B31">
<label>31</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Castellani</surname> <given-names>CA</given-names>
</name>
<name>
<surname>Longchamps</surname> <given-names>RJ</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>J</given-names>
</name>
<name>
<surname>Guallar</surname> <given-names>E</given-names>
</name>
<name>
<surname>Arking</surname> <given-names>DE</given-names>
</name>
</person-group>. <article-title>Thinking outside the nucleus: Mitochondrial DNA copy number in health and disease</article-title>. <source>Mitochondrion</source>. (<year>2020</year>) <volume>53</volume>:<page-range>214&#x2013;23</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.mito.2020.06.004</pub-id>
</citation>
</ref>
<ref id="B32">
<label>32</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Baker</surname> <given-names>KT</given-names>
</name>
<name>
<surname>Nachmanson</surname> <given-names>D</given-names>
</name>
<name>
<surname>Kumar</surname> <given-names>S</given-names>
</name>
<name>
<surname>Emond</surname> <given-names>MJ</given-names>
</name>
<name>
<surname>Ussakli</surname> <given-names>C</given-names>
</name>
<name>
<surname>Brentnall</surname> <given-names>TA</given-names>
</name>
<etal/>
</person-group>. <article-title>Mitochondrial DNA Mutations are Associated with Ulcerative Colitis Preneoplasia but Tend to be Negatively Selected in Cancer</article-title>. <source>Mol Cancer Res</source>. (<year>2019</year>) <volume>17</volume>:<page-range>488&#x2013;98</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1158/1541-7786.MCR-18-0520</pub-id>
</citation>
</ref>
<ref id="B33">
<label>33</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tanaka</surname> <given-names>T</given-names>
</name>
<name>
<surname>Kobunai</surname> <given-names>T</given-names>
</name>
<name>
<surname>Yamamoto</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Murono</surname> <given-names>K</given-names>
</name>
<name>
<surname>Otani</surname> <given-names>K</given-names>
</name>
<name>
<surname>Yasuda</surname> <given-names>K</given-names>
</name>
<etal/>
</person-group>. <article-title>Increased copy number variation of mtDNA in an array-based digital PCR assay predicts ulcerative colitis-associated colorectal cancer</article-title>. <source>In Vivo</source>. (<year>2017</year>) <volume>31</volume>:<page-range>713&#x2013;8</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.21873/invivo.11119</pub-id>
</citation>
</ref>
<ref id="B34">
<label>34</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vaseghi</surname> <given-names>H</given-names>
</name>
<name>
<surname>Houshmand</surname> <given-names>M</given-names>
</name>
<name>
<surname>Jadali</surname> <given-names>Z</given-names>
</name>
</person-group>. <article-title>Increased levels of mitochondrial DNA copy number in patients with vitiligo</article-title>. <source>Clin Exp Dermatol</source>. (<year>2017</year>) <volume>42</volume>:<page-range>749&#x2013;54</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/ced.13185</pub-id>
</citation>
</ref>
<ref id="B35">
<label>35</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mizuguchi</surname> <given-names>S</given-names>
</name>
<name>
<surname>Gotoh</surname> <given-names>K</given-names>
</name>
<name>
<surname>Nakashima</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Setoyama</surname> <given-names>D</given-names>
</name>
<name>
<surname>Takata</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Ohga</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>Mitochondrial reactive oxygen species are essential for the development of psoriatic inflammation</article-title>. <source>Front Immunol</source>. (<year>2021</year>) <volume>12</volume>:<elocation-id>714897</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fimmu.2021.714897</pub-id>
</citation>
</ref>
<ref id="B36">
<label>36</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Therianou</surname> <given-names>A</given-names>
</name>
<name>
<surname>Vasiadi</surname> <given-names>M</given-names>
</name>
<name>
<surname>Delivanis</surname> <given-names>DA</given-names>
</name>
<name>
<surname>Petrakopoulou</surname> <given-names>T</given-names>
</name>
<name>
<surname>Katsarou-Katsari</surname> <given-names>A</given-names>
</name>
<name>
<surname>Antoniou</surname> <given-names>C</given-names>
</name>
<etal/>
</person-group>. <article-title>Mitochondrial dysfunction in affected skin and increased mitochondrial DNA in serum from patients with psoriasis</article-title>. <source>Exp Dermatol</source>. (<year>2019</year>) <volume>28</volume>:<page-range>72&#x2013;5</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/exd.13831</pub-id>
</citation>
</ref>
<ref id="B37">
<label>37</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Moret</surname> <given-names>I</given-names>
</name>
<name>
<surname>Cerrillo</surname> <given-names>E</given-names>
</name>
<name>
<surname>Navarro-Puche</surname> <given-names>A</given-names>
</name>
<name>
<surname>Iborra</surname> <given-names>M</given-names>
</name>
<name>
<surname>Rausell</surname> <given-names>F</given-names>
</name>
<name>
<surname>Tortosa</surname> <given-names>L</given-names>
</name>
<etal/>
</person-group>. <article-title>Oxidative stress in Crohn&#x2019;s disease</article-title>. <source>Gastroenterol Hepatol</source>. (<year>2014</year>) <volume>37</volume>:<fpage>28</fpage>&#x2013;<lpage>34</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.gastrohep.2013.01.008</pub-id>
</citation>
</ref>
<ref id="B38">
<label>38</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Iborra</surname> <given-names>M</given-names>
</name>
<name>
<surname>Moret</surname> <given-names>I</given-names>
</name>
<name>
<surname>Rausell</surname> <given-names>F</given-names>
</name>
<name>
<surname>Bastida</surname> <given-names>G</given-names>
</name>
<name>
<surname>Aguas</surname> <given-names>M</given-names>
</name>
<name>
<surname>Cerrillo</surname> <given-names>E</given-names>
</name>
<etal/>
</person-group>. <article-title>Role of oxidative stress and antioxidant enzymes in Crohn&#x2019;s disease</article-title>. <source>Biochem Soc Trans</source>. (<year>2011</year>) <volume>39</volume>:<page-range>1102&#x2013;6</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1042/BST0391102</pub-id>
</citation>
</ref>
<ref id="B39">
<label>39</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cai</surname> <given-names>X</given-names>
</name>
<name>
<surname>Li</surname> <given-names>X</given-names>
</name>
<name>
<surname>Liang</surname> <given-names>C</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>M</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Dong</surname> <given-names>Z</given-names>
</name>
<etal/>
</person-group>. <article-title>Mitochondrial DNA copy number is associated with Crohn&#x2019;s disease: a comprehensive Mendelian randomization analysis</article-title>. <source>Sci Rep</source>. (<year>2023</year>) <volume>13</volume>:<fpage>21016</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41598-023-48175-5</pub-id>
</citation>
</ref>
<ref id="B40">
<label>40</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>M</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>W</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>W</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Gerbec</surname> <given-names>Z</given-names>
</name>
<etal/>
</person-group>. <article-title>Mitochondrial metabolic reprogramming by CD36 signaling drives macrophage inflammatory responses</article-title>. <source>Circ Res</source>. (<year>2019</year>) <volume>125</volume>:<page-range>1087&#x2013;102</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1161/CIRCRESAHA.119.315833</pub-id>
</citation>
</ref>
<ref id="B41">
<label>41</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Becker</surname> <given-names>YLC</given-names>
</name>
<name>
<surname>Duvvuri</surname> <given-names>B</given-names>
</name>
<name>
<surname>Fortin</surname> <given-names>PR</given-names>
</name>
<name>
<surname>Lood</surname> <given-names>C</given-names>
</name>
<name>
<surname>Boilard</surname> <given-names>E</given-names>
</name>
</person-group>. <article-title>The role of mitochondria in rheumatic diseases</article-title>. <source>Nat Rev Rheumatol</source>. (<year>2022</year>) <volume>18</volume>:<page-range>621&#x2013;40</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41584-022-00834-z</pub-id>
</citation>
</ref>
<ref id="B42">
<label>42</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wruck</surname> <given-names>CJ</given-names>
</name>
<name>
<surname>Fragoulis</surname> <given-names>A</given-names>
</name>
<name>
<surname>Gurzynski</surname> <given-names>A</given-names>
</name>
<name>
<surname>Brandenburg</surname> <given-names>L-O</given-names>
</name>
<name>
<surname>Kan</surname> <given-names>YW</given-names>
</name>
<name>
<surname>Chan</surname> <given-names>K</given-names>
</name>
<etal/>
</person-group>. <article-title>Role of oxidative stress in rheumatoid arthritis: insights from the Nrf2-knockout mice</article-title>. <source>Ann Rheum Dis</source>. (<year>2011</year>) <volume>70</volume>:<page-range>844&#x2013;50</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1136/ard.2010.132720</pub-id>
</citation>
</ref>
<ref id="B43">
<label>43</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fay</surname> <given-names>J</given-names>
</name>
<name>
<surname>Varoga</surname> <given-names>D</given-names>
</name>
<name>
<surname>Wruck</surname> <given-names>CJ</given-names>
</name>
<name>
<surname>Kurz</surname> <given-names>B</given-names>
</name>
<name>
<surname>Goldring</surname> <given-names>MB</given-names>
</name>
<name>
<surname>Pufe</surname> <given-names>T</given-names>
</name>
</person-group>. <article-title>Reactive oxygen species induce expression of vascular endothelial growth factor in chondrocytes and human articular cartilage explants</article-title>. <source>Arthritis Res Ther</source>. (<year>2006</year>) <volume>8</volume>:<fpage>R189</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/ar2102</pub-id>
</citation>
</ref>
<ref id="B44">
<label>44</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Phull</surname> <given-names>A-R</given-names>
</name>
<name>
<surname>Nasir</surname> <given-names>B</given-names>
</name>
<name>
<surname>Haq</surname> <given-names>IU</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>SJ</given-names>
</name>
</person-group>. <article-title>Oxidative stress, consequences and ROS mediated cellular signaling in rheumatoid arthritis</article-title>. <source>Chem Biol Interact</source>. (<year>2018</year>) <volume>281</volume>:<page-range>121&#x2013;36</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.cbi.2017.12.024</pub-id>
</citation>
</ref>
<ref id="B45">
<label>45</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hu</surname> <given-names>M-M</given-names>
</name>
<name>
<surname>Shu</surname> <given-names>H-B</given-names>
</name>
</person-group>. <article-title>Mitochondrial DNA-triggered innate immune response: mechanisms and diseases</article-title>. <source>Cell Mol Immunol</source>. (<year>2023</year>) <volume>20</volume>:<page-range>1403&#x2013;12</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41423-023-01086-x</pub-id>
</citation>
</ref>
<ref id="B46">
<label>46</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wu</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Oeck</surname> <given-names>S</given-names>
</name>
<name>
<surname>West</surname> <given-names>AP</given-names>
</name>
<name>
<surname>Mangalhara</surname> <given-names>KC</given-names>
</name>
<name>
<surname>Sainz</surname> <given-names>AG</given-names>
</name>
<name>
<surname>Newman</surname> <given-names>LE</given-names>
</name>
<etal/>
</person-group>. <article-title>Mitochondrial DNA stress signalling protects the nuclear genome</article-title>. <source>Nat Metab</source>. (<year>2019</year>) <volume>1</volume>:<page-range>1209&#x2013;18</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s42255-019-0150-8</pub-id>
</citation>
</ref>
<ref id="B47">
<label>47</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>da Silva</surname> <given-names>JLG</given-names>
</name>
<name>
<surname>Passos</surname> <given-names>DF</given-names>
</name>
<name>
<surname>Bernardes</surname> <given-names>VM</given-names>
</name>
<name>
<surname>Leal</surname> <given-names>DBR</given-names>
</name>
</person-group>. <article-title>ATP and adenosine: Role in the immunopathogenesis of rheumatoid arthritis</article-title>. <source>Immunol Lett</source>. (<year>2019</year>) <volume>214</volume>:<fpage>55</fpage>&#x2013;<lpage>64</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.imlet.2019.08.009</pub-id>
</citation>
</ref>
<ref id="B48">
<label>48</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Baron</surname> <given-names>L</given-names>
</name>
<name>
<surname>Gombault</surname> <given-names>A</given-names>
</name>
<name>
<surname>Fanny</surname> <given-names>M</given-names>
</name>
<name>
<surname>Villeret</surname> <given-names>B</given-names>
</name>
<name>
<surname>Savigny</surname> <given-names>F</given-names>
</name>
<name>
<surname>Guillou</surname> <given-names>N</given-names>
</name>
<etal/>
</person-group>. <article-title>The NLRP3 inflammasome is activated by nanoparticles through ATP, ADP and adenosine</article-title>. <source>Cell Death Dis</source>. (<year>2015</year>) <volume>6</volume>:<elocation-id>e1629</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/cddis.2014.576</pub-id>
</citation>
</ref>
<ref id="B49">
<label>49</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Morciano</surname> <given-names>G</given-names>
</name>
<name>
<surname>Sarti</surname> <given-names>AC</given-names>
</name>
<name>
<surname>Marchi</surname> <given-names>S</given-names>
</name>
<name>
<surname>Missiroli</surname> <given-names>S</given-names>
</name>
<name>
<surname>Falzoni</surname> <given-names>S</given-names>
</name>
<name>
<surname>Raffaghello</surname> <given-names>L</given-names>
</name>
<etal/>
</person-group>. <article-title>Use of luciferase probes to measure ATP in living cells and animals</article-title>. <source>Nat Protoc</source>. (<year>2017</year>) <volume>12</volume>:<page-range>1542&#x2013;62</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nprot.2017.052</pub-id>
</citation>
</ref>
<ref id="B50">
<label>50</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bianchi</surname> <given-names>ME</given-names>
</name>
</person-group>. <article-title>DAMPs, PAMPs and alarmins: all we need to know about danger</article-title>. <source>J Leukoc Biol</source>. (<year>2007</year>) <volume>81</volume>:<fpage>1</fpage>&#x2013;<lpage>5</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1189/jlb.0306164</pub-id>
</citation>
</ref>
<ref id="B51">
<label>51</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ehrchen</surname> <given-names>JM</given-names>
</name>
<name>
<surname>Sunderk&#xf6;tter</surname> <given-names>C</given-names>
</name>
<name>
<surname>Foell</surname> <given-names>D</given-names>
</name>
<name>
<surname>Vogl</surname> <given-names>T</given-names>
</name>
<name>
<surname>Roth</surname> <given-names>J</given-names>
</name>
</person-group>. <article-title>The endogenous Toll-like receptor 4 agonist S100A8/S100A9 (calprotectin) as innate amplifier of infection, autoimmunity, and cancer</article-title>. <source>J Leukoc Biol</source>. (<year>2009</year>) <volume>86</volume>:<page-range>557&#x2013;66</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1189/jlb.1008647</pub-id>
</citation>
</ref>
<ref id="B52">
<label>52</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nunnari</surname> <given-names>J</given-names>
</name>
<name>
<surname>Suomalainen</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Mitochondria: in sickness and in health</article-title>. <source>Cell</source>. (<year>2012</year>) <volume>148</volume>:<page-range>1145&#x2013;59</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.cell.2012.02.035</pub-id>
</citation>
</ref>
<ref id="B53">
<label>53</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Onishi</surname> <given-names>M</given-names>
</name>
<name>
<surname>Yamano</surname> <given-names>K</given-names>
</name>
<name>
<surname>Sato</surname> <given-names>M</given-names>
</name>
<name>
<surname>Matsuda</surname> <given-names>N</given-names>
</name>
<name>
<surname>Okamoto</surname> <given-names>K</given-names>
</name>
</person-group>. <article-title>Molecular mechanisms and physiological functions of mitophagy</article-title>. <source>EMBO J</source>. (<year>2021</year>) <volume>40</volume>:<elocation-id>e104705</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.15252/embj.2020104705</pub-id>
</citation>
</ref>
<ref id="B54">
<label>54</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bock</surname> <given-names>FJ</given-names>
</name>
<name>
<surname>Tait</surname> <given-names>SWG</given-names>
</name>
</person-group>. <article-title>Mitochondria as multifaceted regulators of cell death</article-title>. <source>Nat Rev Mol Cell Biol</source>. (<year>2020</year>) <volume>21</volume>:<fpage>85</fpage>&#x2013;<lpage>100</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41580-019-0173-8</pub-id>
</citation>
</ref>
<ref id="B55">
<label>55</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xiao</surname> <given-names>TS</given-names>
</name>
<name>
<surname>Fitzgerald</surname> <given-names>KA</given-names>
</name>
</person-group>. <article-title>The cGAS-STING pathway for DNA sensing</article-title>. <source>Mol Cell</source>. (<year>2013</year>) <volume>51</volume>:<page-range>135&#x2013;9</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.molcel.2013.07.004</pub-id>
</citation>
</ref>
<ref id="B56">
<label>56</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Crowl</surname> <given-names>JT</given-names>
</name>
<name>
<surname>Gray</surname> <given-names>EE</given-names>
</name>
<name>
<surname>Pestal</surname> <given-names>K</given-names>
</name>
<name>
<surname>Volkman</surname> <given-names>HE</given-names>
</name>
<name>
<surname>Stetson</surname> <given-names>DB</given-names>
</name>
</person-group>. <article-title>Intracellular nucleic acid detection in autoimmunity</article-title>. <source>Annu Rev Immunol</source>. (<year>2017</year>) <volume>35</volume>:<page-range>313&#x2013;36</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1146/annurev-immunol-051116-052331</pub-id>
</citation>
</ref>
<ref id="B57">
<label>57</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname> <given-names>H</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>L</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>W</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Shang</surname> <given-names>J</given-names>
</name>
<name>
<surname>Feng</surname> <given-names>X</given-names>
</name>
<etal/>
</person-group>. <article-title>Decoding the mitochondrial connection: development and validation of biomarkers for classifying and treating systemic lupus erythematosus through bioinformatics and machine learning</article-title>. <source>BMC Rheumatol</source>. (<year>2023</year>) <volume>7</volume>:<fpage>44</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s41927-023-00369-0</pub-id>
</citation>
</ref>
<ref id="B58">
<label>58</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rogers</surname> <given-names>RS</given-names>
</name>
<name>
<surname>Bhattacharya</surname> <given-names>J</given-names>
</name>
</person-group>. <article-title>When cells become organelle donors</article-title>. <source>Physiol (Bethesda)</source>. (<year>2013</year>) <volume>28</volume>:<page-range>414&#x2013;22</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1152/physiol.00032.2013</pub-id>
</citation>
</ref>
<ref id="B59">
<label>59</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wu</surname> <given-names>B</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>TV</given-names>
</name>
<name>
<surname>Jin</surname> <given-names>K</given-names>
</name>
<name>
<surname>Hu</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Abdel</surname> <given-names>MP</given-names>
</name>
<name>
<surname>Warrington</surname> <given-names>KJ</given-names>
</name>
<etal/>
</person-group>. <article-title>Mitochondrial aspartate regulates TNF biogenesis and autoimmune tissue inflammation</article-title>. <source>Nat Immunol</source>. (<year>2021</year>) <volume>22</volume>:<page-range>1551&#x2013;62</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41590-021-01065-2</pub-id>
</citation>
</ref>
<ref id="B60">
<label>60</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ma</surname> <given-names>G</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>J</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Xia</surname> <given-names>E</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>J</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>Dissecting causal relationships between primary biliary cholangitis and extrahepatic autoimmune diseases based on Mendelian randomization</article-title>. <source>Sci Rep</source>. (<year>2024</year>) <volume>14</volume>:<fpage>11528</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41598-024-62509-x</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>