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.
Featured Publications
Association of Arrhythmia-Related Genetic Variants With Phenotypes Documented in Electronic Medical Records.
Van Driest SL, Wells QS, Stallings S, Bush WS, Gordon A, Nickerson DA, Kim JH, Crosslin DR, Jarvik GP, Carrell DS, Ralston JD, Larson EB, Bielinski SJ, Olson JE, Ye Z, Kullo IJ, Abul-Husn NS, Scott SA, Bottinger E, Almoguera B, Connolly J, Chiavacci R, Hakonarson H, Rasmussen-Torvik LJ, Pan V, Persell SD, Smith M, […]
Towards a phenome-wide catalog of human clinical traits impacted by genetic ancestry.
Dumitrescu L, Restrepo NA, Goodloe R, Boston J, Farber-Eger E, Pendergrass SA, Bush WS, Crawford DC,. Racial/ethnic differences for commonly measured clinical variables are well documented, and it has been postulated that population-specific genetic factors may play a role. The genetic heterogeneity of admixed populations, such as African Americans, provides a unique opportunity to identify […]
Estimating cumulative pathway effects on risk for age-related macular degeneration using mixed linear models.
Hall JB, Cooke Bailey JN, Hoffman JD, Pericak-Vance MA, Scott WK, Kovach JL, Schwartz SG, Agarwal A, Brantley MA, Haines JL, Bush WS,. Age-related macular degeneration (AMD) is the leading cause of irreversible visual loss in the elderly in developed countries and typically affects more than 10% of individuals over age 80. AMD has a […]
Gene expression in cell lines from propionic acidemia patients, carrier parents, and controls.
Chapman KA, Bush WS, Zhang Z,. Propionic acidemia (PA) is an inborn of metabolism which usually presents with metabolic acidosis and accumulation of 3-hydroxypropionate among other toxins. Examining the gene expression in lymphoblastoid cell lines (LCLs) from PA patients, their carrier parents and age/sex-matched controls at normal glucose and low glucose growth conditions demonstrated differences […]
Sex-Specific Parental Effects on Offspring Lipid Levels.
Predazzi IM, Sobota RS, Sanna S, Bush WS, Bartlett J, Lilley JS, Linton MF, Schlessinger D, Cucca F, Fazio S, Williams SM,. Plasma lipid levels are highly heritable traits, but known genetic loci can only explain a small portion of their heritability.In this study, we analyzed the role of parental levels of total cholesterol (TC), […]
Recent Publications
- Liu, R, Qiao, X, Shi, Y, Peterson, CB, Bush, WS, Cominelli, F, Wang, M, Zhang, L. Constructing phylogenetic trees for microbiome data analysis: A mini-review. Comput Struct Biotechnol J 2024; 23 : 3859-3868. PubMed PMID:39554614 PubMed Central PMC11564040.
- Cruz-González, S, Gu, E, Gomez, L, Mews, M, Vance, JM, Cuccaro, ML, Cornejo-Olivas, MR, Feliciano-Astacio, BE, Byrd, GS, Haines, JL et al.. Methylation Clocks Do Not Predict Age or Alzheimer's Disease Risk Across Genetically Admixed Individuals. bioRxiv 2024; : . PubMed PMID:39464059 PubMed Central PMC11507840.
- Tong, T, Zhu, C, Farrell, JJ, Khurshid, Z, Alzheimer’s Disease Sequencing Project, Alzheimer’s Disease Neuroimaging Initiative, Martin, ER, Pericak-Vance, MA, Wang, LS, Bush, WS, Schellenberg, GD et al.. Blood-derived mitochondrial DNA copy number is associated with Alzheimer disease, Alzheimer-related biomarkers and serum metabolites. Alzheimers Res Ther 2024; 16 (1): 234. PubMed PMID:39444005 PubMed Central PMC11515778.
- Lee, WP, Choi, SH, Shea, MG, Cheng, PL, Dombroski, BA, Pitsillides, AN, Heard-Costa, NL, Wang, H, Bulekova, K, Kuzma, AB et al.. Association of common and rare variants with Alzheimer's disease in more than 13,000 diverse individuals with whole-genome sequencing from the Alzheimer's Disease Sequencing Project. Alzheimers Dement 2024; : . PubMed PMID:39428839 .
- Kuzma, A, Valladares, O, Greenfest-Allen, E, Nicaretta, H, Kirsch, M, Ren, Y, Katanic, Z, White, H, Wilk, A, Bass, L et al.. NIAGADS: A Comprehensive National Data Repository for Alzheimer's Disease and Related Dementia Genetics and Genomics Research. medRxiv 2024; : . PubMed PMID:39417134 PubMed Central PMC11483014.
- Kaur, H, Alluri, RK, Wu, K, Kalayjian, RC, Bush, WS, Palella, FJ, Koletar, SL, Hileman, CO, Erlandson, KM, Ellis, RJ et al.. Sex-Biased Associations of Circulating Ferroptosis Inhibitors with Reduced Lipid Peroxidation and Better Neurocognitive Performance in People with HIV. Antioxidants (Basel) 2024; 13 (9): . PubMed PMID:39334701 PubMed Central PMC11429126.
- Ciesielski, TH, Tosto, G, Durodoye, RO, Rajabali, F, Akinyemi, RO, Byrd, GS, Bush, WS, Kunkle, BW, Reitz, C, Vance, JM et al.. Country Level Incidence of Alzheimer Disease and Related Dementias is Associated with Increased Omega6 PUFA Consumption. medRxiv 2024; : . PubMed PMID:39148832 PubMed Central PMC11326357.
- Cheng, PL, Wang, H, Dombroski, BA, Farrell, JJ, Horng, I, Chung, T, Tosto, G, Kunkle, BW, Bush, WS, Vardarajan, B et al.. A Specialized Reference Panel with Structural Variants Integration for Improving Genotype Imputation in Alzheimer's Disease and Related Dementias (ADRD). medRxiv 2024; : . PubMed PMID:39108532 PubMed Central PMC11302603.
- Ray, NR, Kunkle, BW, Hamilton-Nelson, K, Kurup, JT, Rajabli, F, Qiao, M, Vardarajan, BN, Cosacak, MI, Kizil, C, Jean-Francois, M et al.. Extended genome-wide association study employing the African genome resources panel identifies novel susceptibility loci for Alzheimer's disease in individuals of African ancestry. Alzheimers Dement 2024; 20 (8): 5247-5261. PubMed PMID:38958117 PubMed Central PMC11350055.
- Zhu, C, Tong, T, Farrell, JJ, Martin, ER, Bush, WS, Pericak-Vance, MA, Wang, LS, Schellenberg, GD, Haines, JL, Lunetta, KL et al.. MitoH3: Mitochondrial Haplogroup and Homoplasmic/Heteroplasmic Variant Calling Pipeline for Alzheimer's Disease Sequencing Project. J Alzheimers Dis Rep 2024; 8 (1): 575-587. PubMed PMID:38746629 PubMed Central PMC11091720.