Zak Kohane

Isaac Kohane, MD, PhD

Chair of the Department of Biomedical Informatics, Harvard Medical School
Marion V. Nelson Professor of Biomedical Informatics, Harvard Medical School
Professor of Pediatrics, Boston Children's Hospital

10 Shattuck Street, Boston, MA 02115

Isaac (Zak) Kohane, MD, PhD is the inaugural Chair of the Department of Biomedical Informatics and the Marion V. Nelson Professor of Biomedical Informatics at Harvard Medical School. He served as co-author of the Institute of Medicine Report on Precision Medicine that has been the template for national efforts. He develops and applies computational techniques to address disease at multiple scales: from whole healthcare systems as “living laboratories” to the functional genomics of neurodevelopment with a focus on autism.

Over the last 30 years, Kohane’s research agenda has been driven by the vision of what biomedical researchers could do to find new cures, provide new diagnoses and deliver the best care available if data could be converted more rapidly to knowledge and knowledge to practice. In so doing, he has designed and led multiple internationally adopted efforts to “instrument” the healthcare enterprise for discovery and to enable innovative decision-making tools to be applied to the point of care. At the same time, the new insights afforded by ’omic-scale molecular analyses have inspired him and his collaborators to work on re-characterizing and reclassifying diseases such as autism, rheumatoid arthritis and cancers. In many of these studies, the developmental trajectories of thousands of genes have been a powerful tool in unraveling complex diseases.

In 1987, Kohane earned his MD/PhD from Boston University and then completed his post-doctoral work at Boston Children’s Hospital, where he has since worked as a pediatric endocrinologist. He joined the faculty at Harvard Medical School in 1992, serving as Director of Countway Library from 2005 to 2015 and as Co-Director of the Center for Biomedical Informatics during the same period, before it became the Department of Biomedical Informatics in July 2015. He is a member of the Institute of Medicine and the American Society for Clinical Investigation. Kohane has published several hundred papers in the medical literature and authored the widely-used books Microarrays for an Integrative Genomics (2003) and The AI Revolution in Medicine: GPT-4 and Beyond (2023). He is also Editor-in-Chief of NEJM AI.

Kohane is always on the lookout for like-minded “quants” who share the same goals to bring a better future for medicine and biomedical science to the present.

Current Postdoctoral Fellowship Opportunities
DBMI Research Areas
DBMI Courses
Characterization of long COVID temporal sub-phenotypes by distributed representation learning from electronic health record data: a cohort study.
Authors: Dagliati A, Strasser ZH, Hossein Abad ZS, Klann JG, Wagholikar KB, Mesa R, Visweswaran S, Morris M, Luo Y, Henderson DW, Samayamuthu MJ, Tan BWQ, Verdy G, Omenn GS, Xia Z, Bellazzi R, Murphy SN, Holmes JH, Estiri H.
EClinicalMedicine
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Biallelic variants in ribonuclease inhibitor (RNH1), an inflammasome modulator, are associated with a distinctive subtype of acute, necrotizing encephalopathy.
Authors: Shashi V, Schoch K, Ganetzky R, Kranz PG, Sondheimer N, Markert ML, Cope H, Sadeghpour A, Roehrs P, Arbogast T, Muraresku C.
Genet Med
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HNRNPC haploinsufficiency affects alternative splicing of intellectual disability-associated genes and causes a neurodevelopmental disorder.
Authors: Niggl E, Bouman A, Briere LC, Hoogenboezem RM, Wallaard I, Park J, Admard J, Wilke M, Harris-Mostert EDRO, Elgersma M, Bain J, Balasubramanian M, Banka S, Benke PJ, Bertrand M, Blesson AE, Clayton-Smith J, Ellingford JM, Gillentine MA, Goodloe DH, Haack TB, Jain M, Krantz I, Luu SM, McPheron M, Muss CL, Raible SE, Robin NH, Spiller M, Starling S, Sweetser DA, Thiffault I, Vetrini F, Witt D, Woods E, Zhou D, Elgersma Y, van Esbroeck ACM.
Am J Hum Genet
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De novo missense variants in phosphatidylinositol kinase PIP5KI? underlie a neurodevelopmental syndrome associated with altered phosphoinositide signaling.
Authors: Morleo M, Venditti R, Theodorou E, Briere LC, Rosello M, Tirozzi A, Tammaro R, Al-Badri N, High FA, Shi J, Putti E, Ferrante L, Cetrangolo V, Torella A, Walker MA, Tenconi R, Iascone M, Mei D, Guerrini R, van der Smagt J, Kroes HY, van Gassen KLI, Bilal M, Umair M, Pingault V, Attie-Bitach T, Amiel J, Ejaz R, Rodan L, Zollino M, Agrawal PB, Del Bene F, Nigro V, Sweetser DA, Franco B.
Am J Hum Genet
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Polygenic risk prediction: why and when out-of-sample prediction R2 can exceed SNP-based heritability.
Authors: Wang X, Walker A, Revez JA, Ni G, Adams MJ, McIntosh AM.
Am J Hum Genet
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H4C5 missense variant leads to a neurodevelopmental phenotype overlapping with Angelman syndrome.
Authors: Borja N, Borjas-Mendoza P, Bivona S, Peart L, Gonzalez J, Johnson BK, Guo S, Yusupov R.
Am J Med Genet A
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Dominant-negative variant in SLC1A4 causes an autosomal dominant epilepsy syndrome.
Authors: Pujol-Giménez J, Mirzaa G, Blue EE, Albano G, Miller DE, Allworth A, Bennett JT, Byers PH, Chanprasert S, Chen J, Doherty D, Folta AB, Gillentine MA, Glass I, Hing A, Horike-Pyne M, Leppig KA, Parhin A, Ranchalis J, Raskind WH, Rosenthal EA, Schwarze U, Sheppeard S, Strohbehn S, Sybert VP, Timms A, Wener M.
Ann Clin Transl Neurol
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De novo variants in MRTFB have gain-of-function activity in Drosophila and are associated with a novel neurodevelopmental phenotype with dysmorphic features.
Authors: Andrews JC, Mok JW, Kanca O, Jangam S, Tifft C, Macnamara EF, Russell BE, Wang LK.
Genet Med
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Bi-allelic variants in INTS11 are associated with a complex neurological disorder.
Authors: Tepe B, Macke EL, Niceta M, Weisz Hubshman M, Kanca O, Schultz-Rogers L, Zarate YA, Schaefer GB, Granadillo De Luque JL, Wegner DJ, Cogne B, Gilbert-Dussardier B, Le Guillou X, Wagner EJ, Pais LS, Neil JE, Mochida GH, Walsh CA, Magal N, Drasinover V, Shohat M, Schwab T, Schmitz C, Clark K, Fine A, Lanpher B, Gavrilova R, Blanc P, Burglen L, Afenjar A, Steel D, Kurian MA, Prabhakar P, Gößwein S, Di Donato N, Bertini ES, Wangler MF, Yamamoto S, Tartaglia M, Klee EW, Bellen HJ.
Am J Hum Genet
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Trends in Medical Management of Moderately to Severely Active Ulcerative Colitis: A Nationwide Retrospective Analysis.
Authors: Yuan W, Marwaha JS, Rakowsky ST, Palmer NP, Kohane IS, Rubin DT, Brat GA, Feuerstein JD.
Inflamm Bowel Dis
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