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Jelencsics K, Oberbauer R. Polygenic risk scores in kidney transplantation. Curr Opin Organ Transplant 2025; 30:208-214. [PMID: 40171629 DOI: 10.1097/mot.0000000000001212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/04/2025]
Abstract
PURPOSE OF REVIEW Estimation of genetic risk is crucial for understanding heritable diseases but also transplant outcomes. Polygenic risk scores (PRSs) are constructed from genome-wide association studies (GWAS) summing an individual's risk alleles weighted by their effect size. Introducing PRSs into transplant medicine may improve predictions of outcomes such as rejection, graft loss or death. This review of recent publications highlights the additional variability in outcomes explained by PRSs beyond established clinical models. RECENT FINDINGS Four studies on PRSs in transplantation have examined outcomes such as acute rejection, changes in posttransplant estimated glomerular filtration rate (eGFR) and posttransplant diabetes mellitus (PTDM) and explored the role of donor polygenic burden for cerebrovascular traits. PRSs have been showing utility in predicting PTDM [adjusted odds ratio (OR):1.48 (95% confidence interval (CI): 1.06, 2.08]. A PRS based on a non-HLA alloimmunity GWAS explained additional variability for acute rejection [adjusted hazard ratio (HR): 1.54, 95% CI: 1.07, 2.22]. Donor PRSs for hypertension and cerebrovascular traits correlated with lower recipient eGFR (HR: 1.44, 95% CI: 1.07, 1.93). Genetic variation was also linked to long-term kidney function, though clinical variables explained a greater proportion of the variability (0.3% vs. 32%). SUMMARY Currently, PRSs modestly enhance outcome prediction in transplantation when added to clinical models. With a more biologically based selection of variants, PRSs may gain greater value in transplant risk assessment.
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Affiliation(s)
- Kira Jelencsics
- Division of Nephrology and Dialysis, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
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Cao R, Schladt DP, Dorr C, Matas AJ, Oetting WS, Jacobson PA, Israni A, Chen J, Guan W. Polygenic risk score for acute rejection based on donor-recipient non-HLA genotype mismatch. PLoS One 2024; 19:e0303446. [PMID: 38820342 PMCID: PMC11142483 DOI: 10.1371/journal.pone.0303446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Accepted: 04/24/2024] [Indexed: 06/02/2024] Open
Abstract
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 (r2 < 0.2) and P-value (< 1×10-3) 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 = 2.15×10-8. 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 = 8.6×10-4. 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. Trial registry: Deterioration of Kidney Allograft Function Genomics (NCT00270712) and Genomics of Kidney Transplantation (NCT01714440) are registered on ClinicalTrials.gov.
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Affiliation(s)
- Rui Cao
- Division of Biostatistics and Health Data Science, School of Public Health, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - David P. Schladt
- Hennepin Healthcare Research Institute, Minneapolis, Minnesota, United States of America
| | - Casey Dorr
- Hennepin Healthcare Research Institute, Minneapolis, Minnesota, United States of America
- Department of Medicine, University of Minnesota Medical School, Minneapolis, Minnesota, United States of America
| | - Arthur J. Matas
- Department of Surgery, University of Minnesota Medical School, Minneapolis, Minnesota, United States of America
| | - William S. Oetting
- Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Pamala A. Jacobson
- Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Ajay Israni
- Hennepin Healthcare Research Institute, Minneapolis, Minnesota, United States of America
- Department of Medicine, University of Minnesota Medical School, Minneapolis, Minnesota, United States of America
| | - Jinbo Chen
- Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Weihua Guan
- Division of Biostatistics and Health Data Science, School of Public Health, University of Minnesota, Minneapolis, Minnesota, United States of America
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Thude H, Tiede P, Marget M, Peine S, Nashan B, Koch M. Protein tyrosine phosphatase non-receptor type 22 (PTPN22) gene polymorphisms in liver transplant donors and impact on acute cellular liver transplant rejection. HLA 2019; 95:40-44. [PMID: 31577847 DOI: 10.1111/tan.13706] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2019] [Revised: 09/13/2019] [Accepted: 09/19/2019] [Indexed: 11/28/2022]
Abstract
The PTPN22 gene encodes the lymphoid protein tyrosine phosphatase involved in regulation the immune response. The single nucleotide polymorphisms (SNPs) rs1217388, rs1310182, rs2476601, and rs2488457 are located within the PTPN22 gene. We investigated whether these SNPs in liver transplant donors are associated with acute cellular rejection in the recipients. The SNPs were analyzed in donors (n = 104) of recipients who did not develop an acute cellular rejection and in donors (n = 53) of corresponding recipients developing an acute cellular rejection. No significant differences in genotype and allele frequencies of these SNPs were detected in either of the group. Our data suggest that these SNPs in liver transplant donors have no impact on the susceptibility of acute cellular liver transplant rejection.
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Affiliation(s)
- Hansjörg Thude
- Institute of Transfusion Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Petra Tiede
- Institute of Transfusion Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Matthias Marget
- Institute of Transfusion Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Sven Peine
- Institute of Transfusion Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Björn Nashan
- Department of Hepatobiliary and Transplant Surgey, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Martina Koch
- Department of Hepatobiliary and Transplant Surgey, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
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Lobo-Alves SC, de Oliveira LA, Petzl-Erler ML. Region 1p13.2 including the RSBN1, PTPN22, AP4B1 and long non-coding RNA genes does not bear risk factors for endemic pemphigus foliaceus (fogo selvagem). Int J Immunogenet 2019; 46:139-145. [PMID: 30884100 DOI: 10.1111/iji.12423] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2018] [Revised: 01/30/2019] [Accepted: 02/18/2019] [Indexed: 12/27/2022]
Abstract
Pemphigus foliaceus (PF) is an autoimmune skin disease characterized by autoantibodies directed mainly against desmoglein-1. The purpose of this study was to determine whether differential susceptibility to endemic PF in Brazil (fogo selvagem) is associated with polymorphisms at the cytogenetic location 1p13.2. Four single nucleotide polymorphisms that together tag 28 SNPs on a segment of approximately 312,000 bp encompassing the protein-coding genes MAGI3, PHTF1, RSBN1, PTPN22, BCL2L15, AP4B1, DCLRE1B, the pseudogenes MTND5P20, RPS2P14 (AL133517.1) and the long non-coding RNA genes AL137856.1, and AP4B1-AS1 were used as markers for association analysis in a case-control study. Allele, genotype and haplotype frequencies of rs33996649, rs2476601, rs3789604 and rs3195954 were compared between patient and control samples. No significant association was found. Lack of association with rs2476601 of the PTPN22 gene agrees with previous results for pemphigus vulgaris and the Tunisian form of endemic pemphigus foliaceus. The other three SNPs had never been analysed before in any form of pemphigus. We conclude that variants in structural and regulatory sites of region 1p13.2 are not susceptibility factors for fogo selvagem. We suggest careful investigation of this genomic region in diseases that had been previously associated with PTPN22, since there are several other genes relevant for immune-mediated diseases located in 1p13.2.
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Affiliation(s)
- Sara Cristina Lobo-Alves
- Laboratório de Genética Molecular Humana, Departamento de Genética, Universidade Federal do Paraná, Curitiba, Brazil
| | - Liana Alves de Oliveira
- Laboratório de Genética Molecular Humana, Departamento de Genética, Universidade Federal do Paraná, Curitiba, Brazil
| | - Maria Luiza Petzl-Erler
- Laboratório de Genética Molecular Humana, Departamento de Genética, Universidade Federal do Paraná, Curitiba, Brazil
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Budding K, van Setten J, van de Graaf EA, van Rossum OA, Kardol-Hoefnagel T, Kwakkel-van Erp JM, Oudijk EJD, Hack CE, Otten HG. The Autoimmune-Associated Single Nucleotide Polymorphism Within PTPN22 Correlates With Clinical Outcome After Lung Transplantation. Front Immunol 2019; 9:3105. [PMID: 30705675 PMCID: PMC6344400 DOI: 10.3389/fimmu.2018.03105] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2018] [Accepted: 12/17/2018] [Indexed: 12/18/2022] Open
Abstract
Obstructive chronic lung allograft dysfunction (BOS) is the major limiting factor for lung transplantation (LTx) outcome. PTPN22 is described as the hallmark autoimmunity gene, and one specific single nucleotide polymorphism (SNP), rs2476601, is associated with multiple autoimmune diseases, impaired T cell regulation, and autoantibody formation. Taking into consideration the contribution of autoimmunity to LTx outcome, we hypothesized that polymorphisms in the PTPN22 gene could be associated with BOS incidence. We selected six SNPs within PTPN22 and analyzed both patient and donor genotypes on BOS development post-LTx. A total of 144 patients and matched donors were included, and individual SNPs and haplotype configurations were analyzed. We found a significant association between patients carrying the heterozygous configuration of rs2476601 and a higher risk for BOS development (p = 0.005, OR: 4.400, 95%CI: 1.563–12.390). Kaplan-Meier analysis showed that heterozygous patients exhibit a lower BOS-free survival compared to patients homozygous for rs2476601 (p = 0.0047). One haplotype, which solely contained the heterozygous risk variant, was associated with BOS development (p = 0.015, OR: 7.029, 95%CI: 1.352–36.543). Our results show that LTx patients heterozygous for rs2476601 are more susceptible for BOS development and indicate a deleterious effect of the autoimmune-related risk factor of PTPN22 in patients on LTx outcome.
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Affiliation(s)
- Kevin Budding
- Laboratory of Translational Immunology, University Medical Center Utrecht, Utrecht, Netherlands
| | - Jessica van Setten
- Department of Cardiology, University Medical Center Utrecht, Utrecht, Netherlands
| | - Eduard A van de Graaf
- Department of Respiratory Medicine, University Medical Center Utrecht, Utrecht, Netherlands
| | - Oliver A van Rossum
- Laboratory of Translational Immunology, University Medical Center Utrecht, Utrecht, Netherlands
| | - Tineke Kardol-Hoefnagel
- Laboratory of Translational Immunology, University Medical Center Utrecht, Utrecht, Netherlands
| | | | - Erik-Jan D Oudijk
- Center of Interstitial Lung Diseases, St. Antonius Hospital, Nieuwegein, Netherlands
| | - C Erik Hack
- Laboratory of Translational Immunology, University Medical Center Utrecht, Utrecht, Netherlands.,Departments of Rheumatology and Dermatology, University Medical Center Utrecht, Utrecht, Netherlands
| | - Henderikus G Otten
- Laboratory of Translational Immunology, University Medical Center Utrecht, Utrecht, Netherlands
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Liu K, Gu S, Liu X, Sun Q, Wang Y, Meng J, Xu Z. Impact of inducible co-stimulator gene polymorphisms on acute rejection in renal transplant recipients: An updated systematic review and meta-analysis. Meta Gene 2017. [DOI: 10.1016/j.mgene.2017.03.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
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Association between a gain-of-function variant of PTPN22 and rejection in liver transplantation. Transplantation 2015; 99:431-7. [PMID: 25073032 DOI: 10.1097/tp.0000000000000313] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
BACKGROUND The protein tyrosine phosphatase nonreceptor 22 gene (PTPN22) encodes a strong T-cell regulator called lymphoid protein tyrosine phosphatase. Previously, PTPN22 was described as a susceptibility gene for autoimmunity because it contains single nucleotide polymorphisms (SNPs) associated with several autoimmune diseases. One SNP (rs2476601; 1858G>A) has emerged as a particularly potent risk factor for autoimmunity. We address the question whether PTPN22 polymorphisms are also associated with acute rejection after liver transplantation. METHODS We investigated the influence of six PTPN22 SNPs on the susceptibility to acute liver allograft rejection. Consequently, we carried out a retrospective study genotyping 345 German liver recipients at six SNP loci, which include rs2488457 (-1123G>C), rs33996649 (788C>T), rs2476601 (1858G>A), rs1310182 (-852A>G), rs1217388 (-2200G>A), rs3789604 (64434T>G). Our study enrolled 165 recipients who did not develop rejection, 123 who showed one rejection episode, and 57 patients who suffered from multiple acute rejections after transplantation. RESULTS The 1858A allele containing genotypes (GA+AA) and the 1858A allele had a significantly higher frequency in the group of patients with multiple rejection episodes (35.1% and 18.4%) compared to rejection-free patients (15.8% and 7.9%; P=0.022 and 0.023). In contrast, we could not detect any association between rejection and the other tested SNPs. Additionally, we identified one haplotype contributing to risk of multiple rejections, however, exhibiting no stronger impact than the 1858A allele alone. CONCLUSION We conclude that the 1858G>A SNP may confer susceptibility to multiple acute liver transplant rejections in the German population.
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Kłoda K, Domanski L, Bobrek-Lesiakowska K, Pawlik A, Safranow K, Kwiatkowska E, Wiśniewska M, Romanowski M, Ciechanowski K. The impact ofCTLA4andPTPN22genes polymorphisms on long-term renal allograft function and transplant outcomes. Ren Fail 2013; 35:1223-7. [DOI: 10.3109/0886022x.2013.823871] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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Stanford SM, Mustelin TM, Bottini N. Lymphoid tyrosine phosphatase and autoimmunity: human genetics rediscovers tyrosine phosphatases. Semin Immunopathol 2010; 32:127-36. [PMID: 20204370 DOI: 10.1007/s00281-010-0201-4] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2010] [Accepted: 01/28/2010] [Indexed: 01/22/2023]
Abstract
A relatively large number of protein tyrosine phosphatases (PTPs) are known to regulate signaling through the T cell receptor (TCR). Recent human genetics studies have shown that several of these PTPs are encoded by major autoimmunity genes. Here, we will focus on the lymphoid tyrosine phosphatase (LYP), a critical negative modulator of TCR signaling encoded by the PTPN22 gene. The functional analysis of autoimmune-associated PTPN22 genetic variants suggests that genetic variability of TCR signal transduction contributes to the pathogenesis of autoimmunity in humans.
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Affiliation(s)
- Stephanie M Stanford
- Division of Cell Biology, La Jolla Institute for Allergy and Immunology, 9420 Athena Circle, La Jolla, CA 92037, USA
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