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.

Affiliations

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Featured Publications

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 […]

Recent Publications

  1. Ray, NR, Kumar, A, Kunkle, BW, Rajabli, F, Bush, WS, Wang, L, Xu, W, Jin, F, Yilmaz, E, Kizil, C et al.. Basic Science and Pathogenesis. Alzheimers Dement 2025; 21 Suppl 1 (Suppl 1): e107411. PubMed PMID:41447296 PubMed Central PMC12739895.
  2. Benchek, P, Reitz, C, Dietrich, ST, Ray, NR, Hamilton-Nelson, KL, Beecham, GW, Vance, JM, Byrd, GS, Kurup, JT, Tosto, G et al.. Basic Science and Pathogenesis. Alzheimers Dement 2025; 21 Suppl 1 (Suppl 1): e107285. PubMed PMID:41447272 PubMed Central PMC12739911.
  3. Gulhan, A, Tejeda, M, Newman, C, Farrell, JJ, Zhu, C, Wetzler, L, Lunetta, KL, Bush, WS, Martin, ER, Wang, LS et al.. Basic Science and Pathogenesis. Alzheimers Dement 2025; 21 Suppl 1 (Suppl 1): e107340. PubMed PMID:41447170 PubMed Central PMC12739684.
  4. Mews, M, Mustafa, Y, Wheeler, NR, Gu, T, Gomez, L, Adams, LD, Starks, TD, Cornejo-Olivas, M, Illanes-Manrique, M, Silva, C et al.. Basic Science and Pathogenesis. Alzheimers Dement 2025; 21 Suppl 1 (Suppl 1): e106835. PubMed PMID:41447076 PubMed Central PMC12739627.
  5. Martin, ER, Griswold, AJ, Rajabli, F, Gu, T, Golightly, CG, Whitehead, PG, Hamilton-Nelson, KL, Adams, LD, Sanchez, JJ, Rodriguez, VC et al.. Basic Science and Pathogenesis. Alzheimers Dement 2025; 21 Suppl 1 (Suppl 1): e107001. PubMed PMID:41447028 PubMed Central PMC12739569.
  6. Tejeda, M, Farrell, JJ, Zhu, C, Wetzler, L, Lunetta, KL, Mez, J, Bush, WS, Martin, ER, Wang, LS, Schellenberg, GD et al.. Basic Science and Pathogenesis. Alzheimers Dement 2025; 21 Suppl 1 (Suppl 1): e106840. PubMed PMID:41446937 PubMed Central PMC12739538.
  7. Wheeler, NR, Hamilton-Nelson, KL, Naj, AC, Reitz, C, Williams, SM, Tosto, G, Byrd, GS, Akinyemi, JO, Adams, LD, Coker, M et al.. Basic Science and Pathogenesis. Alzheimers Dement 2025; 21 Suppl 1 (Suppl 1): e106790. PubMed PMID:41445535 PubMed Central PMC12739542.
  8. Yang, Y, Bai, H, Benchek, P, Dumitrescu, L, Hohman, TJ, Hamilton-Nelson, KL, Griswold, AJ, Martin, ER, Schellenberg, GD, Mayeux, R et al.. Basic Science and Pathogenesis. Alzheimers Dement 2025; 21 Suppl 1 (Suppl 1): e106626. PubMed PMID:41445431 PubMed Central PMC12739442.
  9. Mena, PR, Zaman, AF, Cuccaro, ML, McInerney, KF, Adams, LD, Chavez, J, Reitz, C, Tosto, G, Bush, WS, Haines, JL et al.. Basic Science and Pathogenesis. Alzheimers Dement 2025; 21 Suppl 1 (Suppl 1): e106589. PubMed PMID:41445168 PubMed Central PMC12739226.
  10. Durant, A, Mukherjee, S, Lee, ML, Choi, SE, Scollard, P, Klinedinst, B, Trittschuh, EH, Mez, J, Farrer, LA, Cruchaga, C et al.. Basic Science and Pathogenesis. Alzheimers Dement 2025; 21 Suppl 1 (Suppl 1): e106764. PubMed PMID:41444932 PubMed Central PMC12738471.
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