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Crawford DC, Bailey JNC, Miskimen K, Miron P, McCauley JL, Sedor JR, ƠToole JF, Bush WS. Somatic T-cell Receptor Diversity in a Chronic Kidney Disease PatientPopulation Linked to Electronic Health Records. AMIA JOINT SUMMITS ON TRANSLATIONAL SCIENCE PROCEEDINGS. AMIA JOINT SUMMITS ON TRANSLATIONAL SCIENCE 2018; 2017:63-71. [PMID: 29888042 PMCID: PMC5961818] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Germline and somatic genomic variation represent the bulk of 'omics data available for precision medicine research. These data, however, may fail to capture the dynamic biological processes that underlie disease development, particularly for chronic diseases of aging such as chronic kidney disease (CKD). To demonstrate the value of additional dynamic precision medicine data, we sequenced somatic T-cell receptor rearrangements, markers of the adaptive immune response, from genomic DNA collected during a clinical encounter from 15 participants with CKD and associated co-morbidities. Participants were consented as part of a larger precision medicine research project at the MetroHealth System, a large urban public hospital in Cleveland, Ohio. Despite the limited sample size, we observed reduced T-cell receptor diversity in relation to biomarkers (creatinine and BUN) of CKD status in this older and mostly African American sample. Overall, these data suggest a relationship between advanced CKD and premature aging of the adaptive immune system and highlight the potential of dynamic 'omic data to generate novel hypotheses about disease mechanisms and unique opportunities for precision medicine applications.
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Affiliation(s)
- Dana C. Crawford
- Institute for Computational Biology, Departments of,Population and Quantitative Health Sciences and,Genetics and Genome Sciences, Case Western Reserve University, Cleveland, OH, USA
| | | | - Kristy Miskimen
- Genetics and Genome Sciences, Case Western Reserve University, Cleveland, OH, USA
| | - Penelope Miron
- Genetics and Genome Sciences, Case Western Reserve University, Cleveland, OH, USA
| | - Jacob L. McCauley
- John P. Hussman Institute for Human Genomics, Dr. John T Macdonald Department of Human Genetics, University of Miami, Miami, FL, USA; Departments of
| | - John R. Sedor
- Medicine and,Physiology and Biophysics, Case Western Reserve University, Cleveland, OH, USA
| | | | - William S. Bush
- Institute for Computational Biology, Departments of,Population and Quantitative Health Sciences and
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Guan M, Ma J, Keaton JM, Dimitrov L, Mudgal P, Stromberg M, Bonomo JA, Hicks PJ, Freedman BI, Bowden DW, Ng MCY. Association of kidney structure-related gene variants with type 2 diabetes-attributed end-stage kidney disease in African Americans. Hum Genet 2016; 135:1251-1262. [PMID: 27461219 DOI: 10.1007/s00439-016-1714-2] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2016] [Accepted: 07/15/2016] [Indexed: 02/08/2023]
Abstract
African Americans (AAs) are at higher risk for developing end-stage kidney disease (ESKD) compared to European Americans. Genome-wide association studies have identified variants associated with diabetic and non-diabetic kidney diseases. Nephropathy loci, including SLC7A9, UMOD, and SHROOM3, have been implicated in the maintenance of normal glomerular and renal tubular structure and function. Herein, 47 genes important in podocyte, glomerular basement membrane, mesangial cell, mesangial matrix, renal tubular cell, and renal interstitium structure were examined for association with type 2 diabetes (T2D)-attributed ESKD in AAs. Single-variant association analysis was performed in the discovery stage, including 2041 T2D-ESKD cases and 1140 controls (non-diabetic, non-nephropathy). Discrimination analyses in 667 T2D cases-lacking nephropathy excluded T2D-associated SNPs. Nominal associations were tested in an additional 483 T2D-ESKD cases and 554 controls in the replication stage. Meta-analysis of 4218 discovery and replication samples revealed three significant associations with T2D-ESKD at CD2AP and MMP2 (P corr < 0.05 corrected for effective number of SNPs in each locus). Removal of APOL1 renal-risk genotype carriers revealed additional association at five loci, TTC21B, COL4A3, NPHP3-ACAD11, CLDN8, and ARHGAP24 (P corr < 0.05). Genetic variants at COL4A3, CLDN8, and ARHGAP24 were potentially pathogenic. Gene-based associations revealed suggestive significant aggregate effects of coding variants at four genes. Our findings suggest that genetic variation in kidney structure-related genes may contribute to T2D-attributed ESKD in the AA population.
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Affiliation(s)
- Meijian Guan
- Center for Genomics and Personalized Medicine Research, Medical Center Boulevard, Wake Forest School of Medicine, Winston-Salem, NC, 27157, USA
| | - Jun Ma
- Section on Nephrology, Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, NC, USA.,Department of Nephrology, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Jacob M Keaton
- Center for Genomics and Personalized Medicine Research, Medical Center Boulevard, Wake Forest School of Medicine, Winston-Salem, NC, 27157, USA.,Center for Diabetes Research, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Latchezar Dimitrov
- Center for Genomics and Personalized Medicine Research, Medical Center Boulevard, Wake Forest School of Medicine, Winston-Salem, NC, 27157, USA
| | - Poorva Mudgal
- Center for Genomics and Personalized Medicine Research, Medical Center Boulevard, Wake Forest School of Medicine, Winston-Salem, NC, 27157, USA
| | - Mary Stromberg
- Center for Genomics and Personalized Medicine Research, Medical Center Boulevard, Wake Forest School of Medicine, Winston-Salem, NC, 27157, USA
| | - Jason A Bonomo
- Center for Genomics and Personalized Medicine Research, Medical Center Boulevard, Wake Forest School of Medicine, Winston-Salem, NC, 27157, USA.,Center for Diabetes Research, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Pamela J Hicks
- Center for Genomics and Personalized Medicine Research, Medical Center Boulevard, Wake Forest School of Medicine, Winston-Salem, NC, 27157, USA
| | - Barry I Freedman
- Section on Nephrology, Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, NC, USA.,Center for Diabetes Research, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Donald W Bowden
- Center for Genomics and Personalized Medicine Research, Medical Center Boulevard, Wake Forest School of Medicine, Winston-Salem, NC, 27157, USA.,Center for Diabetes Research, Wake Forest School of Medicine, Winston-Salem, NC, USA.,Department of Biochemistry, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Maggie C Y Ng
- Center for Genomics and Personalized Medicine Research, Medical Center Boulevard, Wake Forest School of Medicine, Winston-Salem, NC, 27157, USA. .,Center for Diabetes Research, Wake Forest School of Medicine, Winston-Salem, NC, USA.
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