Polygenic risk score for acute rejection based on donor-recipient non-HLA genotype mismatch

被引:1
|
作者
Cao, Rui [1 ]
Schladt, David P. [2 ]
Dorr, Casey [2 ,3 ]
Matas, Arthur J. [4 ]
Oetting, William S. [5 ]
Jacobson, Pamala A. [5 ]
Israni, Ajay [2 ,3 ]
Chen, Jinbo [6 ]
Guan, Weihua [1 ]
机构
[1] Univ Minnesota, Sch Publ Hlth, Div Biostat & Hlth Data Sci, Minneapolis, MN 55455 USA
[2] Hennepin Healthcare Res Inst, Minneapolis, MN USA
[3] Univ Minnesota, Dept Med, Med Sch, Minneapolis, MN USA
[4] Univ Minnesota, Med Sch, Dept Surg, Minneapolis, MN USA
[5] Univ Minnesota, Coll Pharm, Dept Expt & Clin Pharmacol, Minneapolis, MN USA
[6] Univ Penn, Perelman Sch Med, Dept Biostat Epidemiol & Informat, Philadelphia, PA USA
来源
PLOS ONE | 2024年 / 19卷 / 05期
关键词
ASSOCIATION; IDENTIFICATION;
D O I
10.1371/journal.pone.0303446
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background Acute rejection (AR) after kidney transplantation is an important allograft complication. To reduce the risk of post-transplant AR, determination of kidney transplant donor-recipient mismatching focuses on blood type and human leukocyte antigens (HLA), while it remains unclear whether non-HLA genetic mismatching is related to post-transplant complications. Methods We carried out a genome-wide scan (HLA and non-HLA regions) on AR with a large kidney transplant cohort of 784 living donor-recipient pairs of European ancestry. An AR polygenic risk score (PRS) was constructed with the non-HLA single nucleotide polymorphisms (SNPs) filtered by independence (r(2) < 0.2) and P-value (< 1x10(-3)) criteria. The PRS was validated in an independent cohort of 352 living donor-recipient pairs. Results By the genome-wide scan, we identified one significant SNP rs6749137 with HR = 2.49 and P-value = 2.15x10(-8). 1,307 non-HLA PRS SNPs passed the clumping plus thresholding and the PRS exhibited significant association with the AR in the validation cohort (HR = 1.54, 95% CI = (1.07, 2.22), p = 0.019). Further pathway analysis attributed the PRS genes into 13 categories, and the over-representation test identified 42 significant biological processes, the most significant of which is the cell morphogenesis (GO:0000902), with 4.08 fold of the percentage from homo species reference and FDR-adjusted P-value = 8.6x10(-4). Conclusions Our results show the importance of donor-recipient mismatching in non-HLA regions. Additional work will be needed to understand the role of SNPs included in the PRS and to further improve donor-recipient genetic matching algorithms.
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页数:11
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