Total plasma cfDNA methylation in kidney transplant recipients provides insight into acute allograft rejection pathophysiology

Benjamin L Spector, Boryana S Koseva, Drinnan Sante, Warren A Cheung, Reid S Alisch, Alexander Kats, Phillip Bergmann, Elin Grundberg, Gerald J Wyckoff, Laurel K Willig
{"title":"Total plasma cfDNA methylation in kidney transplant recipients provides insight into acute allograft rejection pathophysiology","authors":"Benjamin L Spector, Boryana S Koseva, Drinnan Sante, Warren A Cheung, Reid S Alisch, Alexander Kats, Phillip Bergmann, Elin Grundberg, Gerald J Wyckoff, Laurel K Willig","doi":"10.1101/2024.08.17.24312147","DOIUrl":null,"url":null,"abstract":"Background: Acute rejection threatens kidney allograft longevity. Cell-free DNA (cfDNA) is a real-time marker of organ injury and immune response. Donor-derived cfDNA (dd-cfDNA) has been leveraged as a biomarker of rejection, however, its reliability as a screening tool is unclear. DNA methylation is an epigenetic marker that informs regulatory element activity. We aim to elucidate differential methylation of total plasma cfDNA derived from pediatric kidney transplant recipients in the presence compared to absence of acute rejection. In doing so, we hope to exploit the property of cfDNA as a real-time biomarker and build on available testing to identify genes and processes participating in acute rejection pathophysiology in kidney transplantation.\nMethods: Twenty plasma cfDNA samples from pediatric kidney transplant recipients were collected at the time of allograft biopsy. Using whole genome bisulfite sequencing, differentially methylated CpG residues (≥20% difference in methylation rate, q-value <0.05) were identified in presence (N = 7) vs absence (N = 9) of acute rejection. Separate analyses were performed comparing those with borderline rejection (N = 4) to those with rejection, and to those without rejection. Differentially methylated cytosines were then assessed for gene associations and pathway enrichments.\nResults: In the comparison of acute rejection to non-rejection samples, there were 34,356 differentially methylated cytosines corresponding to 1,269 associated genes, and 533 enriched pathways. These numbers were all substantially greater (4-13x) than the comparisons made between acute rejection against those with borderline rejection, and between non-rejection against borderline rejection. Prominently enriched pathways between samples of individuals with and without acute rejection were related to immune cell regulation, inflammatory response, lipid metabolism, and tryptophan-kynurenine metabolism. Conclusions: Our data suggest methylation plays a role in development of or response to acute kidney allograft rejection. Specifically, differentially methylated pathways associated with acute rejection include those related to immune and inflammatory responses.","PeriodicalId":501513,"journal":{"name":"medRxiv - Nephrology","volume":"12 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"medRxiv - Nephrology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1101/2024.08.17.24312147","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Acute rejection threatens kidney allograft longevity. Cell-free DNA (cfDNA) is a real-time marker of organ injury and immune response. Donor-derived cfDNA (dd-cfDNA) has been leveraged as a biomarker of rejection, however, its reliability as a screening tool is unclear. DNA methylation is an epigenetic marker that informs regulatory element activity. We aim to elucidate differential methylation of total plasma cfDNA derived from pediatric kidney transplant recipients in the presence compared to absence of acute rejection. In doing so, we hope to exploit the property of cfDNA as a real-time biomarker and build on available testing to identify genes and processes participating in acute rejection pathophysiology in kidney transplantation. Methods: Twenty plasma cfDNA samples from pediatric kidney transplant recipients were collected at the time of allograft biopsy. Using whole genome bisulfite sequencing, differentially methylated CpG residues (≥20% difference in methylation rate, q-value <0.05) were identified in presence (N = 7) vs absence (N = 9) of acute rejection. Separate analyses were performed comparing those with borderline rejection (N = 4) to those with rejection, and to those without rejection. Differentially methylated cytosines were then assessed for gene associations and pathway enrichments. Results: In the comparison of acute rejection to non-rejection samples, there were 34,356 differentially methylated cytosines corresponding to 1,269 associated genes, and 533 enriched pathways. These numbers were all substantially greater (4-13x) than the comparisons made between acute rejection against those with borderline rejection, and between non-rejection against borderline rejection. Prominently enriched pathways between samples of individuals with and without acute rejection were related to immune cell regulation, inflammatory response, lipid metabolism, and tryptophan-kynurenine metabolism. Conclusions: Our data suggest methylation plays a role in development of or response to acute kidney allograft rejection. Specifically, differentially methylated pathways associated with acute rejection include those related to immune and inflammatory responses.
肾移植受者血浆 cfDNA 甲基化总量有助于了解急性异体移植排斥反应的病理生理学特征
背景:急性排斥反应威胁着肾脏异体移植的寿命。无细胞DNA(cfDNA)是器官损伤和免疫反应的实时标记物。供体来源的cfDNA(dd-cfDNA)已被用作排斥反应的生物标志物,但其作为筛选工具的可靠性尚不明确。DNA 甲基化是一种表观遗传标记,能反映调控元件的活性。我们的目标是阐明小儿肾移植受者血浆cfDNA总量在出现急性排斥反应和未出现急性排斥反应时的甲基化差异。在此过程中,我们希望利用 cfDNA 作为实时生物标志物的特性,并在现有测试的基础上确定参与肾移植急性排斥病理生理学的基因和过程:方法:在对小儿肾移植受者进行异体移植活检时,收集了他们的 20 份血浆 cfDNA 样本。通过全基因组亚硫酸氢盐测序,确定了存在(7 例)与不存在(9 例)急性排斥反应的不同甲基化 CpG 残基(甲基化率差异≥20%,q 值为 0.05)。对存在边缘排斥反应(N = 4)的患者与存在排斥反应和不存在排斥反应的患者进行了单独分析。然后对不同甲基化的细胞嘧啶进行基因关联和通路富集评估:结果:在急性排斥样本与非排斥样本的比较中,有 34,356 个不同的甲基化细胞嘧啶与 1,269 个相关基因和 533 个富集通路相对应。这些数字都比急性排斥反应与边缘排斥反应之间的比较以及非排斥反应与边缘排斥反应之间的比较高出很多(4-13 倍)。在有急性排斥反应和无急性排斥反应的样本中,显著富集的通路与免疫细胞调节、炎症反应、脂质代谢和色氨酸-犬尿氨酸代谢有关。结论:我们的数据表明,甲基化在急性肾移植排斥反应的发生和反应中起着一定的作用。具体来说,与急性排斥反应相关的不同甲基化途径包括与免疫和炎症反应相关的途径。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信