WILLIAM S. BUSH, PHD, MS
Associate Director for Bioinformatics Research
William S. Bush, PhD, MS, is Associate Professor in the Department of Population and Quantitative Health Sciences and the Cleveland Institute for Computational Biology at Case Western Reserve University. Dr. Bush received his PhD at Vanderbilt University in Human Genetics in 2008 and then continued as a post-doctoral fellow in the Neurogenomics Training Program at Vanderbilt. Dr. Bush was recently named a Mt. Sinai Health Care Foundation Scholar. As a human geneticist and bioinformatician, Dr. Bush’s research interests include understanding the functional impact of genetic variation, developing statistical and bioinformatics approaches for integrating functional genomics knowledge into genetic analysis, and the use of electronic medical records for translational research.
Human islet preparations distributed for research exhibit a variety of insulin-secretory profiles.
Kayton NS, Poffenberger G, Henske J, Dai C, Thompson C, Aramandla R, Shostak A, Nicholson W, Brissova M, Bush WS, Powers AC,. Human islet research is providing new insights into human islet biology and diabetes, using islets isolated at multiple US centers from donors with varying characteristics. This creates challenges for understanding, interpreting, and integrating […]
Genetic and clinical risk prediction model for postoperative atrial fibrillation.
Kolek MJ, Muehlschlegel JD, Bush WS, Parvez B, Murray KT, Stein CM, Shoemaker MB, Blair MA, Kor KC, Roden DM, Donahue BS, Fox AA, Shernan SK, Collard CD, Body SC, Darbar D,. Postoperative atrial fibrillation (PoAF) is common after coronary artery bypass grafting. We previously showed that atrial fibrillation susceptibility single nucleotide polymorphisms (SNPs) at […]
Knowledge-constrained K-medoids Clustering of Regulatory Rare Alleles for Burden Tests.
Sivley RM, Fish AE, Bush WS,. Rarely occurring genetic variants are hypothesized to influence human diseases, but statistically associating these rare variants to disease is challenging due to a lack of statistical power in most feasibly sized datasets. Several statistical tests have been developed to either collapse multiple rare variants from a genomic region into […]
SecureMA: protecting participant privacy in genetic association meta-analysis.
Xie W, Kantarcioglu M, Bush WS, Crawford D, Denny JC, Heatherly R, Malin BA,. Sharing genomic data is crucial to support scientific investigation such as genome-wide association studies. However, recent investigations suggest the privacy of the individual participants in these studies can be compromised, leading to serious concerns and consequences, such as overly restricted access […]
Association of cancer susceptibility variants with risk of multiple primary cancers: The population architecture using genomics and epidemiology study.
Park SL, Caberto CP, Lin Y, Goodloe RJ, Dumitrescu L, Love SA, Matise TC, Hindorff LA, Fowke JH, Schumacher FR, Beebe-Dimmer J, Chen C, Hou L, Thomas F, Deelman E, Han Y, Peters U, North KE, Heiss G, Crawford DC, Haiman CA, Wilkens LR, Bush WS, Kooperberg C, Cheng I, Le Marchand L,. Multiple primary […]
- Bai, H, Zhang, X, Bush, WS. Pharmacogenomic and Statistical Analysis. Methods Mol Biol 2023; 2629 : 305-330. PubMed PMID:36929083 .
- Chen, F, Madduri, RK, Rodriguez, AA, Darst, BF, Chou, A, Sheng, X, Wang, A, Shen, J, Saunders, EJ, Rhie, SK et al.. Evidence of Novel Susceptibility Variants for Prostate Cancer and a Multiancestry Polygenic Risk Score Associated with Aggressive Disease in Men of African Ancestry. Eur Urol 2023; : . PubMed PMID:36872133 .
- Okwuegbuna, OK, Kaur, H, Jennifer, I, Bush, WS, Bharti, A, Umlauf, A, Ellis, RJ, Franklin, DR, Heaton, RK, McCutchan, JA et al.. Anemia and Erythrocyte Indices Are Associated With Neurocognitive Performance Across Multiple Ability Domains in Adults With HIV. J Acquir Immune Defic Syndr 2023; 92 (5): 414-421. PubMed PMID:36580636 PubMed Central PMC10006328.
- Rajabli, F, Tosto, G, Hamilton-Nelson, KL, Kunkle, BW, Vardarajan, BN, Naj, A, Whitehead, PG, Gardner, OK, Bush, WS, Sariya, S et al.. Admixture mapping identifies novel Alzheimer's disease risk regions in African Americans. Alzheimers Dement 2022; : . PubMed PMID:36539198 .
- Liu, S, Bush, WS, Miskimen, K, Gonzalez-Vicente, A, Bailey, JNC, Konidari, I, McCauley, JL, Sedor, JR, O'Toole, JF, Crawford, DC et al.. T-cell receptor diversity in minimal change disease in the NEPTUNE study. Pediatr Nephrol 2023; 38 (4): 1115-1126. PubMed PMID:35943576 .
- Eissman, JM, Dumitrescu, L, Mahoney, ER, Smith, AN, Mukherjee, S, Lee, ML, Scollard, P, Choi, SE, Bush, WS, Engelman, CD et al.. Sex differences in the genetic architecture of cognitive resilience to Alzheimer's disease. Brain 2022; 145 (7): 2541-2554. PubMed PMID:35552371 PubMed Central PMC9337804.
- Li, B, Jin, B, Capra, JA, Bush, WS. Integration of Protein Structure and Population-Scale DNA Sequence Data for Disease Gene Discovery and Variant Interpretation. Annu Rev Biomed Data Sci 2022; 5 : 141-161. PubMed PMID:35508071 .
- Gardner, OK, Van Booven, D, Wang, L, Gu, T, Hofmann, NK, Whitehead, PL, Nuytemans, K, Hamilton-Nelson, KL, Adams, LD, Starks, TD et al.. Genetic architecture of RNA editing regulation in Alzheimer's disease across diverse ancestral populations. Hum Mol Genet 2022; 31 (17): 2876-2886. PubMed PMID:35383839 PubMed Central PMC9433728.
- Bellenguez, C, Küçükali, F, Jansen, IE, Kleineidam, L, Moreno-Grau, S, Amin, N, Naj, AC, Campos-Martin, R, Grenier-Boley, B, Andrade, V et al.. New insights into the genetic etiology of Alzheimer's disease and related dementias. Nat Genet 2022; 54 (4): 412-436. PubMed PMID:35379992 PubMed Central PMC9005347.
- Vardarajan, BN, Reyes-Dumeyer, D, Piriz, AL, Lantigua, RA, Medrano, M, Rivera, D, Jiménez-Velázquez, IZ, Martin, E, Pericak-Vance, MA, Bush, W et al.. Progranulin mutations in clinical and neuropathological Alzheimer's disease. Alzheimers Dement 2022; 18 (12): 2458-2467. PubMed PMID:35258170 PubMed Central PMC9360185.