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Bayanova M, Bolatov A, Malik D, Zhenissova A, Abdikadirova A, Sapargaliyeva M, Nazarova L, Myrzakhmetova G, Novikova S, Turganbekova A, Pya Y. Whole-Exome Sequencing Followed by dPCR-Based Personalized Genetic Approach in Solid Organ Transplantation: A Study Protocol and Preliminary Results. Methods Protoc 2025; 8:27. [PMID: 40126245 PMCID: PMC11932258 DOI: 10.3390/mps8020027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2025] [Revised: 02/21/2025] [Accepted: 02/27/2025] [Indexed: 03/25/2025] Open
Abstract
Genetic profiling and molecular biology methods have made it possible to study the etiology of the end-stage organ disease that led to transplantation, the genetic factors of compatibility and tolerance of the transplant, and the pharmacogenetics of immunosuppressive drugs and allowed for the development of monitoring methods for the early assessment of allograft rejection. This study aims to report the design and baseline characteristics of an integrated personalized genetic approach in solid organ transplantation, including whole-exome sequencing (WES) and the monitoring of dd-cfDNA by dPCR. Preliminary results reported female recipients with male donors undergoing two pediatric and five adult kidney and three heart transplantations. WES revealed a pathogenic mutation in RBM20 and VUS in TTN and PKP2 in heart recipients, while kidney donors presented mutations in UMOD and APOL1 associated with autosomal-dominant kidney diseases, highlighting the risks requiring the long-term monitoring of recipients, donors, and their family members. %dd-cfDNA levels were generally stable but elevated in cadaveric kidney recipient and one pediatric patient with infectious complications and genetic variants in the ABCB1 and ABCC2 genes. These findings highlight the potential of combining genetic and molecular biomarker-based approaches to improve donor-recipient matching, predict complications, and personalize post-transplant care, paving the way for precision medicine in transplantation.
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Affiliation(s)
- Mirgul Bayanova
- Genetic Unit, Department of Laboratory Medicine, Pathology and Genetics, “University Medical Center” Corporate Fund, Astana 010000, Kazakhstan; (M.B.); (D.M.); (A.Z.); (A.A.); (M.S.); (L.N.)
| | - Aidos Bolatov
- Genetic Unit, Department of Laboratory Medicine, Pathology and Genetics, “University Medical Center” Corporate Fund, Astana 010000, Kazakhstan; (M.B.); (D.M.); (A.Z.); (A.A.); (M.S.); (L.N.)
- School of Medicine, Shenzhen University, Shenzhen 518060, China
- School of Medicine, Astana Medical University, Astana 010000, Kazakhstan
| | - Dias Malik
- Genetic Unit, Department of Laboratory Medicine, Pathology and Genetics, “University Medical Center” Corporate Fund, Astana 010000, Kazakhstan; (M.B.); (D.M.); (A.Z.); (A.A.); (M.S.); (L.N.)
| | - Aida Zhenissova
- Genetic Unit, Department of Laboratory Medicine, Pathology and Genetics, “University Medical Center” Corporate Fund, Astana 010000, Kazakhstan; (M.B.); (D.M.); (A.Z.); (A.A.); (M.S.); (L.N.)
| | - Aizhan Abdikadirova
- Genetic Unit, Department of Laboratory Medicine, Pathology and Genetics, “University Medical Center” Corporate Fund, Astana 010000, Kazakhstan; (M.B.); (D.M.); (A.Z.); (A.A.); (M.S.); (L.N.)
| | - Malika Sapargaliyeva
- Genetic Unit, Department of Laboratory Medicine, Pathology and Genetics, “University Medical Center” Corporate Fund, Astana 010000, Kazakhstan; (M.B.); (D.M.); (A.Z.); (A.A.); (M.S.); (L.N.)
| | - Lyazzat Nazarova
- Genetic Unit, Department of Laboratory Medicine, Pathology and Genetics, “University Medical Center” Corporate Fund, Astana 010000, Kazakhstan; (M.B.); (D.M.); (A.Z.); (A.A.); (M.S.); (L.N.)
| | - Gulzhan Myrzakhmetova
- Clinical Academic Department of Cardiology, “University Medical Center” Corporate Fund, Astana 010000, Kazakhstan;
| | - Svetlana Novikova
- Clinical Academic Department of Cardiac Surgery, “University Medical Center” Corporate Fund, Astana 010000, Kazakhstan; (S.N.); (Y.P.)
| | - Aida Turganbekova
- HLA-Laboratory, Scientific-Production Center of Transfusiology, Astana 010000, Kazakhstan;
| | - Yuriy Pya
- Clinical Academic Department of Cardiac Surgery, “University Medical Center” Corporate Fund, Astana 010000, Kazakhstan; (S.N.); (Y.P.)
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Petersdorf EW, McKallor C, Malkki M, Hsu K, He M, Spellman SR, Gooley T, Stevenson P. The Association of HLA-E Ligand and NKG2 Receptor Variation With Relapse and Mortality After Haploidentical Related Donor Transplantation. Transplant Cell Ther 2025; 31:137-156. [PMID: 39798802 PMCID: PMC11875940 DOI: 10.1016/j.jtct.2025.01.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2024] [Revised: 12/30/2024] [Accepted: 01/06/2025] [Indexed: 01/15/2025]
Abstract
BACKGROUND Recurrence of blood malignancy is the major cause of mortality after hematopoietic cell transplantation. NKG2 receptor/HLA-E ligand complexes play a fundamental role in the surveillance and elimination of transformed cells but their role in the control of leukemia in transplantation is unknown. OBJECTIVE We tested the hypothesis that gene variation of patient and/or donor HLA-E ligand and donor NKG2C-NKG2A receptors are associated with the risks of relapse and mortality (primary endpoints) and GVHD and non-relapse mortality (secondary endpoints) after haploidentical transplantation. STUDY DESIGN We retrospectively defined donor NKG2 receptor haplotypes and patient HLA-E ligands in 1629 haploidentical related transplantations. HLA-E residue 107 was genotyped in patients and donors. Single nucleotide polymorphisms descriptive of NKG2C and NKG2A haplotypes were characterized in donors. Overall mortality, relapse, nonrelapse mortality and chronic GVHD were studied using Cox regression models. Acute GVHD was studied by logistic regression. RESULTS The hazard of relapse for patients transplanted from NKG2C-del/del donors was 51% lower than that from wt/wt donors (hazard ratio, HR, .49 [95% CI, .26 to .89) contributing to a HR for mortality of .62 (95% CI, .38 to 1.02). The HR of mortality among patients transplanted from a donor with 2 vs. 0 copies of the NKG2A rs35909400-rs2734440-rs12824474 CCC haplotype was HR 2.28 (95% CI, 1.34 to 3.86). The HRs of mortality for ArgArg and ArgGly patients compared to GlyGly patients were 1.42 (95% CI, 1.11 to 1.82) and 1.43 (95% CI, 1.13 to 1.81), respectively. Hazard ratios for nonrelapse mortality for patients with ArgGly or ArgArg genotypes compared to patients with GlyGly genotype were HR 1.60 (95% CI, 1.06 to 2.41) and HR 1.79 (95% CI, 1.21 to 2.66), respectively. Assessment of donor receptor/patient ligand pairings showed that among Arg-positive patients, the HR of mortality from donors with any wt-CCC/CCC haplotype was HR 2.52 (95% CI, 1.45 to 4.38) relative to donors with any wt-non CCC/CCC haplotype. CONCLUSIONS The success of haploidentical transplantation may be defined by the cumulative effects of donor NKG2 receptor and patient HLA-E ligand polymorphisms. Patient HLA-E ligand and donor NKG2C-NKG2A receptor haplotypes shed new light on their role in the control of malignancy.
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Affiliation(s)
- Effie W Petersdorf
- Division of Translational Science and Therapeutics, Fred Hutchinson Cancer Center, Seattle, Washington; University of Washington School of Medicine, Seattle, Washington.
| | - Caroline McKallor
- Division of Translational Science and Therapeutics, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Mari Malkki
- Division of Translational Science and Therapeutics, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Katherine Hsu
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Meilun He
- Center for International Blood and Marrow Transplant Research, National Marrow Donor Program/Be The Match, Minneapolis, Minnesota
| | - Stephen R Spellman
- Center for International Blood and Marrow Transplant Research, National Marrow Donor Program/Be The Match, Minneapolis, Minnesota
| | - Theodore Gooley
- Division of Clinical Research, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Philip Stevenson
- Division of Clinical Research, Fred Hutchinson Cancer Center, Seattle, Washington
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Lyu X, Peng L, Xu X, Fan Y, Yang Y, Chen J, Liu M, Chen Y, Zhang C, Yang S, Shen S, Zhang J, Zeng X, Shen H, Luo D, Lin Y. A genome-wide cross-trait analysis identifying shared genetic basis and causal relationships between Hunner-type interstitial cystitis and autoimmune diseases in East Asian populations. Front Immunol 2024; 15:1417899. [PMID: 39620209 PMCID: PMC11604611 DOI: 10.3389/fimmu.2024.1417899] [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] [Received: 04/15/2024] [Accepted: 10/28/2024] [Indexed: 03/17/2025] Open
Abstract
PURPOSE Epidemiological studies have demonstrated the clinical link between Hunner interstitial cystitis (HIC) and autoimmune diseases (ADs), suggesting potential shared genetic bases for their comorbidity. We aimed to investigate the shared genetic architecture and causal relationships between HIC and ADs. METHODS We conducted a genome-wide cross-trait study with ~170000 individuals of East Asian ancestry to investigate the shared architecture between HIC and ADs. Bidirectional Mendelian randomization (MR) was used to assess potential causal relationships and a multi-trait analysis of GWAS (MTAG) was conducted to identify their associated pleiotropic loci. Fine-mapping analysis narrowed candidate gene susceptibility loci and colocalization analysis was performed to identify shared variants at specific locus. Lastly, transcriptome-wide association (TWAS) and functional analysis were utilized to explore potential shared gene-tissue associations. RESULTS Through bidirectional MR analysis, we observed a positive causal effect of AIH(ORIVW=1.09, PIVW=1.00×10-3) and RA (ORIVW=1.47, PIVW<1.00×10-4) on HIC and a negative causal effect of UC on HIC (ORIVW=0.89, PIVW< 1.00×10-4). Furthermore, we unveiled a robust positive causal effect of HIC on T1D(ORConMix=1.05, PConMix=1.77×10-3). Cross-trait meta-analysis identified a total of 64 independent SNPs associated with HIC and ADs. Functional analysis revealed that the identified variants regulated gene expression in major tissues belonging to the autoimmune system. CONCLUSIONS Our findings might offer insights into the shared underlying etiology of HIC and ADs.
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Affiliation(s)
- Xinyi Lyu
- Department of Urology, Institute of Urology (Laboratory of Reconstructive Urology), West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Pelvic Floor Diseases Center, West China Tianfu Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Liao Peng
- Department of Urology, Institute of Urology (Laboratory of Reconstructive Urology), West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Pelvic Floor Diseases Center, West China Tianfu Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Xueyuan Xu
- Department of Urology, Institute of Urology (Laboratory of Reconstructive Urology), West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Pelvic Floor Diseases Center, West China Tianfu Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Yang Fan
- Department of Urology, Institute of Urology (Laboratory of Reconstructive Urology), West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Pelvic Floor Diseases Center, West China Tianfu Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Yong Yang
- Health Management Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- General Practice Medical Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Medical Device Regulatory Research and Evaluation Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Jiawei Chen
- Department of Urology, Institute of Urology (Laboratory of Reconstructive Urology), West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Pelvic Floor Diseases Center, West China Tianfu Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Mengzhu Liu
- Department of Urology, Beijing Friendship Hospital, Capital Medical University, Beijing, China
- Institute of Urology, Beijing Municipal Health Commission, Beijing, China
| | - Yuanzhuo Chen
- Department of Urology, Institute of Urology (Laboratory of Reconstructive Urology), West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Pelvic Floor Diseases Center, West China Tianfu Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Chi Zhang
- Department of Urology, Institute of Urology (Laboratory of Reconstructive Urology), West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Pelvic Floor Diseases Center, West China Tianfu Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Shiqin Yang
- Department of Urology, Institute of Urology (Laboratory of Reconstructive Urology), West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Pelvic Floor Diseases Center, West China Tianfu Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Sihong Shen
- Department of Urology, Institute of Urology (Laboratory of Reconstructive Urology), West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Pelvic Floor Diseases Center, West China Tianfu Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Jie Zhang
- Department of Urology, Institute of Urology (Laboratory of Reconstructive Urology), West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Pelvic Floor Diseases Center, West China Tianfu Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Xiao Zeng
- Department of Urology, Institute of Urology (Laboratory of Reconstructive Urology), West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Pelvic Floor Diseases Center, West China Tianfu Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Hong Shen
- Department of Urology, Institute of Urology (Laboratory of Reconstructive Urology), West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Pelvic Floor Diseases Center, West China Tianfu Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Deyi Luo
- Department of Urology, Institute of Urology (Laboratory of Reconstructive Urology), West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Pelvic Floor Diseases Center, West China Tianfu Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Yifei Lin
- Department of Urology, Lab of Health Data Science, Innovation Institute for Integration of Medicine and Engineering, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, United States
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Petersdorf EW, McKallor C, Malkki M, He M, Spellman SR, Gooley T, Stevenson P. HLA Haplotypes and Relapse After Hematopoietic Cell Transplantation. J Clin Oncol 2024; 42:886-897. [PMID: 38051980 PMCID: PMC10927336 DOI: 10.1200/jco.23.01264] [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: 06/12/2023] [Revised: 09/25/2023] [Accepted: 10/06/2023] [Indexed: 12/07/2023] Open
Abstract
PURPOSE Recurrence of blood malignancy is the major cause of hematopoietic cell transplant failure. HLA class II molecules play a fundamental role in antitumor responses but the role of class II haplotypes is not known. METHODS HLA-DR, -DQ, -DM, and -DO allele variation was determined in 1,629 related haploidentical transplants to study the clinical significance of individual molecules and haplotypes. RESULTS Outcome correlated with patient and donor variation for HLA-DRβ residue 86 (Gly/Val), HLA-DQ (G1/G2) heterodimers, and donor HLA-DM (DM11,11/nonDM11,11) molecules, and depended on patient-donor mismatching. Risks of relapse were lower for DRβ-86 GlyGly patients when the donor was GlyVal (hazard ratio [HR], 0.46 [95% CI, 0.30 to 0.68]; P < .001); GlyVal patients benefited from HLA-DRB1-matched donors, whereas no donor was superior to another for ValVal patients. G1G2 patients with G1G2-mismatched donors had lower relapse. Transplantation from donors with DMα residue 184 ArgHis was associated with higher risk of relapse (HR, 1.60 [95% CI, 1.09 to 2.36]; P = .02) relative to ArgArg. Relapse and mortality risks differed across HLA-DR-DQ-DM haplotypes. CONCLUSION HLA class II haplotypes may be functional constituents of the transplantation barrier, and their consideration in patients and donors may improve the success of transplantation.
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Affiliation(s)
- Effie W. Petersdorf
- Division of Translational Science and Therapeutics, Fred Hutchinson Cancer Center, Seattle, WA
- University of Washington School of Medicine, Seattle, WA
| | - Caroline McKallor
- Division of Clinical Research, Fred Hutchinson Cancer Center, Seattle, WA
| | - Mari Malkki
- Division of Translational Science and Therapeutics, Fred Hutchinson Cancer Center, Seattle, WA
| | - Meilun He
- Center for International Blood and Marrow Transplant Research, National Marrow Donor Program/Be The Match, Minneapolis, MN
| | - Stephen R. Spellman
- Center for International Blood and Marrow Transplant Research, National Marrow Donor Program/Be The Match, Minneapolis, MN
| | - Theodore Gooley
- Division of Clinical Research, Fred Hutchinson Cancer Center, Seattle, WA
| | - Philip Stevenson
- Division of Clinical Research, Fred Hutchinson Cancer Center, Seattle, WA
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Abid MB, Estrada-Merly N, Zhang MJ, Chen K, Bredeson C, Allan D, Sabloff M, Marks DI, Litzow M, Hourigan C, Kebriaei P, Saber W. Younger Matched Unrelated Donors Confer Decreased Relapse Risk Compared to Older Sibling Donors in Older Patients with B Cell Acute Lymphoblastic Leukemia Undergoing Allogeneic Hematopoietic Cell Transplantation. Transplant Cell Ther 2023; 29:611-618. [PMID: 37481243 PMCID: PMC10592336 DOI: 10.1016/j.jtct.2023.07.015] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Revised: 07/08/2023] [Accepted: 07/16/2023] [Indexed: 07/24/2023]
Abstract
Although allogeneic hematopoietic cell transplantation (alloHCT) offers cure for older patients with acute lymphoblastic leukemia (ALL), disease relapse remains a major issue. Whether matched sibling donors (MSDs) are still the preferred donor choice compared to younger matched unrelated donors (MUDs) in the contemporary era of improved transplantation practices remains unknown. This retrospective cohort registry study queried the Center for International Blood and Marrow Transplant Research (CIBMTR) database in patients with B cell ALL (B-ALL) age ≥ 50 years undergoing alloHCT from older MSDs (age ≥ 50 years) or younger MUDs (age ≤ 35 years) between 2011 and 2018. The study included common allograft types, conditioning regimens, and graft-versus-host disease (GVHD) prophylaxis strategies. The primary outcome was relapse risk, and secondary outcomes included nonrelapse mortality (NRM), GVHD, leukemia-free survival (LFS), and overall survival (OS). Among 925 eligible patients in the study cohort, 386 underwent alloHCT with an older MSD (median donor age, 58 years) and 539 underwent alloHCT from a younger MUD (median donor age, 25 year). In multivariable analysis, younger MUDs conferred a significantly decreased risk of relapse (hazard ratio [HR], .68; P = .002) compared with older MSDs. The adjusted cumulative incidence of relapse at 5 years was significantly lower with younger MUDs than with older MSDs (26% versus 37%; P = .001). Younger MUDs were associated with a greater risk of chronic GVHD compared to older MSDs (HR, 1.33; 95% confidence interval [CI], 1.10 to 1.61; P = .003). Compared to older MSDs, younger MUDs conferred an increased NRM (HR, 1.38; P = .02) and higher adjusted cumulative incidence of NRM at 5 years (31% versus 22%; P = .006). There were no differences in post-alloHCT OS or LFS rates between younger MUDs and older MSDs (OS: HR, 1.09; [P = .37]; LFS: HR, .95 [P = .57]). The use of younger MUDs could be considered as a possible way to prevent relapse after alloHCT in older adults with ALL. Combining the use of younger MUDs with improved strategies to reduce GVHD merits further exploration to improve outcomes.
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Affiliation(s)
- Muhammad Bilal Abid
- Divisions of Hematology/Oncology & Infectious Diseases, BMT & Cellular Therapy Program, Department of Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin; Center for International Blood and Marrow Transplant Research, Department of Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin.
| | - Noel Estrada-Merly
- Center for International Blood and Marrow Transplant Research, Department of Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Mei-Jie Zhang
- Center for International Blood and Marrow Transplant Research, Department of Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin; Division of Biostatistics, Institute for Health and Equity, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Karen Chen
- Center for International Blood and Marrow Transplant Research, Department of Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Christopher Bredeson
- Ottawa Hospital TCT Programme and Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - David Allan
- Ottawa Hospital TCT Programme and Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Mitchell Sabloff
- Division of Hematology, Department of Medicine, University of Ottawa and Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - David I Marks
- Bristol Hematology and Oncology Unit, University Hospitals Bristol NHS Trust, Bristol, United Kingdom
| | - Mark Litzow
- Division of Hematology, Blood and Marrow Transplantation Program, Mayo Clinic, Rochester, Minnesota
| | - Christopher Hourigan
- Laboratory of Myeloid Malignancies, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland
| | - Partow Kebriaei
- Department of Stem Cell Transplantation, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Wael Saber
- Center for International Blood and Marrow Transplant Research, Department of Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin
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Abid MB, Estrada-Merly N, Zhang MJ, Chen K, Allan D, Bredeson C, Sabloff M, Guru Murthy GS, Badar T, Hashmi S, Aljurf M, Litzow MR, Kebriaei P, Hourigan CS, Saber W. Impact of Donor Age on Allogeneic Hematopoietic Cell Transplantation Outcomes in Older Adults with Acute Myeloid Leukemia. Transplant Cell Ther 2023; 29:578.e1-578.e9. [PMID: 37406882 PMCID: PMC10528825 DOI: 10.1016/j.jtct.2023.06.020] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Revised: 06/21/2023] [Accepted: 06/27/2023] [Indexed: 07/07/2023]
Abstract
Allogeneic hematopoietic cell transplantation (alloHCT) provides cure for older patients with acute myeloid leukemia (AML); however, disease relapse remains a major concern. Based on recent data suggesting that younger donor age confers the greatest benefit for alloHCT with matched unrelated donors (MUDs), we attempted to answer a practical question: which donor type provides the best outcomes when an older patient with AML has a matched sibling donor (MSD, also older) versus the best MUD? This retrospective cohort registry study accessed data from the Center for International Blood and Marrow Transplant Research (CIBMTR) in patients with AML age ≥ 50 years undergoing alloHCT from older MSDs (age ≥ 50 years) or younger MUDs (age ≤ 35 years) between 2011 and 2018. The study included common allograft types, conditioning regimens, and graft-versus-host disease (GVHD) prophylaxis. The primary outcome was relapse risk. Secondary outcomes included nonrelapse mortality (NRM), GVHD, disease-free survival (DFS), and overall survival. Among 4684 eligible patients, 1736 underwent alloHCT with an older MSD (median donor age, 60 years), and 2948 underwent alloHCT from a younger MUD (median donor age, 25 years). In multivariable analysis, compared to older MSDs, the use of younger MUDs conferred a decreased relapse risk (hazard ratio [HR], .86; P = .005) and a significantly lower adjusted 5-year cumulative incidence of relapse (35% versus 41%; P = .003), but was associated with an increased risk for chronic GVHD (HR, 1.18; 95% confidence interval [CI], 1.08 to 1.29; P = .0002) and greater NRM only in the earlier period of 2011 to 2015 (HR, 1.24; P = .016). The corresponding NRM rates were significantly lower in the more recent period of 2016 to 2018 (HR, .78; P = .017). The adjusted 5-year DFS probability was 44% (95% CI, 42% to 46%) with an alloHCT from younger MUDs compared to 41% (95% CI, 38% to 43%) with older MSDs (P = .04). In summary, for older patients with AML undergoing alloHCT, the use of younger MUDs is associated with decreased relapse risk and improved DFS compared with the use of older MSDs.
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Affiliation(s)
- Muhammad Bilal Abid
- Divisions of Hematology/Oncology & Infectious Diseases, BMT & Cellular Therapy Program, Department of Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin.
| | - Noel Estrada-Merly
- Center for International Blood and Marrow Transplant Research, Department of Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Mei-Jie Zhang
- Center for International Blood and Marrow Transplant Research, Department of Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin; Division of Biostatistics, Institute for Health and Equity, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Karen Chen
- Center for International Blood and Marrow Transplant Research, Department of Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - David Allan
- Ottawa Hospital TCT Programme and Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Christopher Bredeson
- Ottawa Hospital TCT Programme and Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Mitchell Sabloff
- Division of Hematology, Department of Medicine, University of Ottawa and Ottawa Hospital Research Institute, Ottawa, Canada
| | | | - Talha Badar
- Division of Hematology-Oncology, Blood and Marrow Transplantation Program, Mayo Clinic, Jacksonville, Florida
| | - Shahrukh Hashmi
- Department of Medicine, Sheikh Shakhbout Medical City, Abu Dhabi, UAE; Mayo Clinic Cancer Center, Mayo Clinic, Rochester, Minnesota; College of Medicine and Health Sciences, Khalifa University, Abu Dhabi, UAE
| | - Mahmoud Aljurf
- Oncology Center, King Faisal Specialist Hospital Center & Research, Riyadh, Saudi Arabia
| | - Mark R Litzow
- Division of Hematology, Blood and Marrow Transplantation Program, Mayo Clinic, Rochester, Minnesota
| | - Partow Kebriaei
- Department of Stem Cell Transplantation, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center
| | - Christopher S Hourigan
- Laboratory of Myeloid Malignancies, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland
| | - Wael Saber
- Center for International Blood and Marrow Transplant Research, Department of Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin
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Petersdorf EW, McKallor C, Malkki M, He M, Spellman SR, Hsu KC, Strong RK, Gooley T, Stevenson P. Role of NKG2D ligands and receptor in haploidentical related donor hematopoietic cell transplantation. Blood Adv 2023; 7:2888-2896. [PMID: 36763517 PMCID: PMC10300293 DOI: 10.1182/bloodadvances.2022008922] [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: 09/12/2022] [Revised: 11/10/2022] [Accepted: 12/06/2022] [Indexed: 02/11/2023] Open
Abstract
The recurrence of malignancy after hematopoietic cell transplantation (HCT) is the primary cause of transplantation failure. The NKG2D axis is a powerful pathway for antitumor responses, but its role in the control of malignancy after HCT is not well-defined. We tested the hypothesis that gene variation of the NKG2D receptor and its ligands MICA and MICB affect relapse and survival in 1629 patients who received a haploidentical HCT for the treatment of a malignant blood disorder. Patients and donors were characterized for MICA residue 129, the exon 5 short tandem repeat (STR), and MICB residues 52, 57, 98, and 189. Donors were additionally defined for the presence of NKG2D residue 72. Mortality was higher in patients with MICB-52Asn relative to those with 52Asp (hazard ratio [HR], 1.83; 95% confidence interval [CI], 1.24-2.71; P = .002) and lower in those with MICA-STR mismatch than in those with STR match (HR, 0.66; 95% CI, 0.54-0.79; P = .00002). Relapse was lower with NKG2D-72Thr donors than with 72Ala donors (relapse HR, 0.57; 95% CI, 0.35-0.91; P = .02). The protective effects of patient MICB-52Asp with donor MICA-STR mismatch and NKG2D-72Thr were enhanced when all 3 features were present. The NKG2D ligand/receptor pathway is a transplantation determinant. The immunobiology of relapse is defined by the concerted effects of MICA, MICB, and NKG2D germ line variation. Consideration of NKG2D ligand/receptor pairings may improve survival for future patients.
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Affiliation(s)
- Effie W. Petersdorf
- Division of Clinical Research, Fred Hutchinson Cancer Center, Seattle, WA
- Department of Medicine, University of Washington, Seattle, WA
| | - Caroline McKallor
- Division of Clinical Research, Fred Hutchinson Cancer Center, Seattle, WA
| | - Mari Malkki
- Division of Clinical Research, Fred Hutchinson Cancer Center, Seattle, WA
| | - Meilun He
- National Marrow Donor Program/BeTheMatch, Center for International Blood and Marrow Transplant Research, Minneapolis, MN
| | - Stephen R. Spellman
- National Marrow Donor Program/BeTheMatch, Center for International Blood and Marrow Transplant Research, Minneapolis, MN
| | - Katharine C. Hsu
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Roland K. Strong
- Division of Basic Sciences, Fred Hutchinson Cancer Center, Seattle, WA
| | - Ted Gooley
- Division of Clinical Research, Fred Hutchinson Cancer Center, Seattle, WA
| | - Phil Stevenson
- Division of Clinical Research, Fred Hutchinson Cancer Center, Seattle, WA
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8
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Dasariraju S, Gragert L, Wager GL, McCullough K, Brown NK, Kamoun M, Urbanowicz RJ. HLA amino acid Mismatch-Based risk stratification of kidney allograft failure using a novel Machine learning algorithm. J Biomed Inform 2023; 142:104374. [PMID: 37120046 PMCID: PMC10286565 DOI: 10.1016/j.jbi.2023.104374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Revised: 04/02/2023] [Accepted: 04/23/2023] [Indexed: 05/01/2023]
Abstract
OBJECTIVE While associations between HLA antigen-level mismatches (Ag-MM) and kidney allograft failure are well established, HLA amino acid-level mismatches (AA-MM) have been less explored. Ag-MM fails to consider the substantial variability in the number of MMs at polymorphic amino acid (AA) sites within any given Ag-MM category, which may conceal variable impact on allorecognition. In this study we aim to develop a novel Feature Inclusion Bin Evolver for Risk Stratification (FIBERS) and apply it to automatically discover bins of HLA amino acid mismatches that stratify donor-recipient pairs into low versus high graft survival risk groups. METHODS Using data from the Scientific Registry of Transplant Recipients, we applied FIBERS on a multiethnic population of 166,574 kidney transplants between 2000 and 2017. FIBERS was applied (1) across all HLA-A, B, C, DRB1, and DQB1 locus AA-MMs with comparison to 0-ABDR Ag-MM risk stratification, (2) on AA-MMs within each HLA locus individually, and (3) using cross validation to evaluate FIBERS generalizability. The predictive power of graft failure risk stratification was evaluated while adjusting for donor/recipient characteristics and HLA-A, B, C, DRB1, and DQB1 Ag-MMs as covariates. RESULTS FIBERS's best-performing bin (on AA-MMs across all loci) added significant predictive power (hazard ratio = 1.10, Bonferroni adj. p < 0.001) in stratifying graft failure risk (where low-risk is defined as zero AA-MMs and high-risk is one or more AA-MMs) even after adjusting for Ag-MMs and donor/recipient covariates. The best bin also categorized more than twice as many patients to the low-risk category, compared to traditional 0-ABDR Ag mismatching (∼24.4% vs ∼ 9.1%). When HLA loci were binned individually, the bin for DRB1 exhibited the strongest risk stratification; relative to zero AA-MM, one or more MMs in the bin yielded HR = 1.11, p < 0.005 in a fully adjusted Cox model. AA-MMs at HLA-DRB1 peptide contact sites contributed most to incremental risk of graft failure. Additionally, FIBERS points to possible risk associated with HLA-DQB1 AA-MMs at positions that determine specificity of peptide anchor residues and HLA-DQ heterodimer stability. CONCLUSION FIBERS's performance suggests potential for discovery of HLA immunogenetics-based risk stratification of kidney graft failure that outperforms traditional assessment.
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Affiliation(s)
- Satvik Dasariraju
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA, United States; The Lawrenceville School, Lawrenceville, NJ, United States
| | - Loren Gragert
- Department of Pathology and Laboratory Medicine, Tulane University School of Medicine, New Orleans, LA, United States
| | - Grace L Wager
- Department of Pathology and Laboratory Medicine, Tulane University School of Medicine, New Orleans, LA, United States
| | - Keith McCullough
- Arbor Research Collaborative for Health, Ann Arbor, MI, United States
| | - Nicholas K Brown
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Malek Kamoun
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Ryan J Urbanowicz
- Department of Computational Biomedicine, Cedars Sinai Medical Center, Los Angeles, CA, United States.
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9
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Cornaby C, Weimer ET. HLA Typing by Next-Generation Sequencing: Lessons Learned and Future Applications. Clin Lab Med 2022; 42:603-612. [PMID: 36368785 DOI: 10.1016/j.cll.2022.09.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Caleb Cornaby
- McLendon Clinical Laboratories, UNC Hospitals, 101 Manning Drive, Chapel Hill, NC 27514, USA
| | - Eric T Weimer
- McLendon Clinical Laboratories, UNC Hospitals, 101 Manning Drive, Chapel Hill, NC 27514, USA; Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC 27514, USA.
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10
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Morishima Y, Morishima S, Stevenson P, Kodera Y, Horowitz M, McKallor C, Malkki M, Spellman SR, Gooley T, Petersdorf EW. Race and Survival in Unrelated Hematopoietic Cell Transplantation. Transplant Cell Ther 2022; 28:357.e1-357.e6. [PMID: 35405366 DOI: 10.1016/j.jtct.2022.03.026] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Revised: 02/14/2022] [Accepted: 03/30/2022] [Indexed: 11/18/2022]
Abstract
Survival after hematopoietic cell transplantation depends on race/ethnicity and histocompatibility (HLA) between the patient and transplant donor. HLA sequence variation is a genetic construct of continental populations, but its role in accounting for racial disparities of transplant outcome is unknown. To determine disparities in transplant survivorship among patients of diverse race while accounting for patient and donor HLA variation. A total of 26,945 self-described Japanese, U.S. Asian, White, Hispanic, and Black patients received an unrelated donor transplant for the treatment of a life-threatening blood disorder. The risk of mortality with and without adjustment for known HLA risk factors (number and location of donor mismatches; patient HLA-B leader genotype and HLA-DRβ peptide-binding motif) was studied using multivariable models. Survival after HLA-matched transplantation for patients with optimal leader and peptide-binding features was estimated for each race, as was the improvement in survival over calendar-year time by considering year of transplantation as a continuous linear variable. The number, location, and nature of donor HLA mismatches and the frequency of patient HLA-B and HLA-DRB1 sequence motifs differed by race. Japanese patients had superior survival compared to other races without consideration of HLA. After HLA adjustment, three mortality risk strata were identified: Japanese and U.S. Asian (low-risk); White and Hispanic (intermediate-risk), and Black patients (high-risk). Survival for patients with optimal donor and HLA characteristics was superior for Japanese, intermediate for U.S. Asian, White, and Hispanic, and lowest for Black patients. Five-year increments of transplant year were associated with greater decreases in mortality hazards for Black and Hispanic patients than for Japanese, U.S. Asian and White patients. Transplant survivorship disparities are influenced by HLA as a genetic construct of race. A more complete understanding of the factors that influence transplant outcomes provides opportunities to narrow disparities for future patients.
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Affiliation(s)
- Yasuo Morishima
- Department of Promotion for Blood and Marrow Transplantation, Aichi Medical University, Nagakute Japan; Department of Hematology and Oncology, Nakagami Hospital, Okinawa, Japan.
| | - Satoko Morishima
- Division of Endocrinology, Diabetes and Metabolism, Hematology and Rheumatology, Second Department of Internal Medicine, Graduate School of Medicine, University of the Ryukyus, Nishihara, Japan
| | - Phil Stevenson
- Division of Clinical Research, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Yoshihisa Kodera
- Japan Marrow Donor Program, Tokyo, Japan; Center for Hematopoietic Stem Cell Transplantation, Aichi Medical University Hospital, Nagakute, Japan
| | - Mary Horowitz
- Center for International Blood and Marrow Transplant Research, Milwaukee, Wisconsin; Division of Hematology and Oncology, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Caroline McKallor
- Division of Clinical Research, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Mari Malkki
- Division of Clinical Research, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Stephen R Spellman
- Center for International Blood and Marrow Transplant Research, Minneapolis, Minnesota
| | - Ted Gooley
- Division of Clinical Research, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Effie W Petersdorf
- Division of Clinical Research, Fred Hutchinson Cancer Research Center, Seattle, Washington; Department of Medicine, University of Washington, Seattle, Washington.
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11
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Turner TR, Hayward DR, Gymer AW, Barker DJ, Leen G, Cambridge CA, Macpherson HL, Georgiou X, Cooper MA, Lucas JAM, Nadeem D, Robinson J, Mayor NP, Marsh SGE. Widespread non‐coding polymorphism in
HLA
class
II
genes of International
HLA
and Immunogenetics Workshop cell lines. HLA 2022; 99:328-356. [DOI: 10.1111/tan.14571] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Revised: 01/26/2022] [Accepted: 01/27/2022] [Indexed: 12/01/2022]
Affiliation(s)
- Thomas R. Turner
- Anthony Nolan Research Institute, Royal Free Hospital London UK
- UCL Cancer Institute, Royal Free Campus London UK
| | | | - Arthur W. Gymer
- Anthony Nolan Research Institute, Royal Free Hospital London UK
| | | | - Gayle Leen
- Anthony Nolan Research Institute, Royal Free Hospital London UK
- UCL Cancer Institute, Royal Free Campus London UK
| | | | | | - Xenia Georgiou
- Anthony Nolan Research Institute, Royal Free Hospital London UK
| | | | | | - Daud Nadeem
- Anthony Nolan Research Institute, Royal Free Hospital London UK
| | - James Robinson
- Anthony Nolan Research Institute, Royal Free Hospital London UK
- UCL Cancer Institute, Royal Free Campus London UK
| | - Neema P. Mayor
- Anthony Nolan Research Institute, Royal Free Hospital London UK
- UCL Cancer Institute, Royal Free Campus London UK
| | - Steven G. E. Marsh
- Anthony Nolan Research Institute, Royal Free Hospital London UK
- UCL Cancer Institute, Royal Free Campus London UK
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12
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Cornaby C, Schmitz JL, Weimer ET. Next-generation sequencing and clinical histocompatibility testing. Hum Immunol 2021; 82:829-837. [PMID: 34521569 DOI: 10.1016/j.humimm.2021.08.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Revised: 08/12/2021] [Accepted: 08/16/2021] [Indexed: 11/28/2022]
Abstract
Histocompatibility testing is essential for donor identification and risk assessment in solid organ and hematopoietic stem cell transplant. Additionally, it is useful for identifying donor specific alleles for monitoring donor specific antibodies in post-transplant patients. Next-generation sequence (NGS) based human leukocyte antigen (HLA) typing has improved many aspects of histocompatibility testing in hematopoietic stem cell and solid organ transplant. HLA disease association testing and research has also benefited from the advent of NGS technologies. In this review we discuss the current impact and future applications of NGS typing on clinical histocompatibility testing for transplant and non-transplant purposes.
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Affiliation(s)
- Caleb Cornaby
- McLendon Clinical Laboratories, UNC Health, Chapel Hill, NC, USA
| | - John L Schmitz
- McLendon Clinical Laboratories, UNC Health, Chapel Hill, NC, USA; Department of Pathology & Laboratory Medicine, The University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC, USA
| | - Eric T Weimer
- McLendon Clinical Laboratories, UNC Health, Chapel Hill, NC, USA; Department of Pathology & Laboratory Medicine, The University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC, USA.
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13
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Little AM, Akbarzad-Yousefi A, Anand A, Diaz Burlinson N, Dunn PPJ, Evseeva I, Latham K, Poulton K, Railton D, Vivers S, Wright PA. BSHI guideline: HLA matching and donor selection for haematopoietic progenitor cell transplantation. Int J Immunogenet 2021; 48:75-109. [PMID: 33565720 DOI: 10.1111/iji.12527] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2020] [Revised: 12/29/2020] [Accepted: 12/31/2020] [Indexed: 01/18/2023]
Abstract
A review of the British Society for Histocompatibility and Immunogenetics (BSHI) Guideline 'HLA matching and donor selection for haematopoietic progenitor cell transplantation' published in 2016 was undertaken by a BSHI appointed writing committee. Literature searches were performed and the data extracted were presented as recommendations according to the GRADE nomenclature.
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Affiliation(s)
- Ann-Margaret Little
- Histocompatibility and Immunogenetics Laboratory, Gartnavel General Hospital, Glasgow, UK.,Institute of Infection, Immunity and Inflammation, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
| | - Arash Akbarzad-Yousefi
- Histocompatibility and Immunogenetics Laboratory, NHS Blood and Transplant, Newcastle-Upon-Tyne, UK
| | - Arthi Anand
- Histocompatibility and Immunogenetics Laboratory, North West London Pathology, Hammersmith Hospital, London, UK
| | | | - Paul P J Dunn
- Transplant Laboratory University Hospitals of Leicester, Leicester General Hospital, Leicester, UK.,Department of Respiratory Sciences, University of Leicester, Leicester, UK
| | | | - Katy Latham
- Cellular and Molecular Therapies, NHS Blood and Transplant, Bristol, UK
| | - Kay Poulton
- Transplantation Laboratory, Manchester Royal Infirmary, Manchester, UK
| | - Dawn Railton
- Tissue Typing Laboratory, Cambridge University Hospitals NHS Foundation Trust, Cambridge Biomedical Campus, Cambridge, UK
| | | | - Paul A Wright
- Transplantation Laboratory, Manchester Royal Infirmary, Manchester, UK
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14
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Petersdorf EW, O'hUigin C. The MHC in the era of next-generation sequencing: Implications for bridging structure with function. Hum Immunol 2019; 80:67-78. [PMID: 30321633 PMCID: PMC6542361 DOI: 10.1016/j.humimm.2018.10.002] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2018] [Revised: 09/24/2018] [Accepted: 10/01/2018] [Indexed: 12/19/2022]
Abstract
The MHC continues to have the most disease-associations compared to other regions of the human genome, even in the genome-wide association study (GWAS) and single nucleotide polymorphism (SNP) era. Analysis of non-coding variation and their impact on the level of expression of HLA allotypes has shed new light on the potential mechanisms underlying HLA disease associations and alloreactivity in transplantation. Next-generation sequencing (NGS) technology has the capability of delineating the phase of variants in the HLA antigen-recognition site (ARS) with non-coding regulatory polymorphisms. These relationships are critical for understanding the qualitative and quantitative implications of HLA gene diversity. This article summarizes current understanding of non-coding region variation of HLA loci, the consequences of regulatory variation on HLA expression, the role for evolution in shaping lineage-specific expression, and the impact of HLA expression on disease susceptibility and transplantation outcomes. A role for phased sequencing methods for the MHC, and perspectives for future directions in basic and applied immunogenetic studies of the MHC are presented.
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Affiliation(s)
- Effie W Petersdorf
- University of Washington, Fred Hutchinson Cancer Research Center, 1100 Fairview Avenue North, D4-115, Seattle, WA 98109, United States.
| | - Colm O'hUigin
- Frederick National Laboratory for Cancer Research sponsored by the National Cancer Institute, Microbiome and Genetics Core, Building 37, Room 4140B, Bethesda, MD 20852, United States.
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