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
The phenotypical implications of immune dysregulation in fragile X syndrome.
Authors: Yu KH, Palmer N, Fox K, Prock L, Mandl KD, Kohane IS, Prilutsky D.
Eur J Neurol
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Classical Human Leukocyte Antigen Alleles and C4 Haplotypes Are Not Significantly Associated With Depression.
Authors: Glanville KP, Coleman JRI, Hanscombe KB, Euesden J, Choi SW, Purves KL, Breen G, Air TM, Andlauer TFM, Baune BT, Binder EB, Blackwood DHR, Boomsma DI, Buttenschøn HN, Colodro-Conde L, Dannlowski U, Direk N, Dunn EC, Forstner AJ, de Geus EJC, Grabe HJ, Hamilton SP, Jones I, Jones LA, Knowles JA, Kutalik Z, Levinson DF, Lewis G, Lind PA, Lucae S, Magnusson PK, McGuffin P, McIntosh AM, Milaneschi Y, Mors O, Mostafavi S, Müller-Myhsok B, Pedersen NL, Penninx BWJH, Potash JB, Preisig M, Ripke S, Shi J, Shyn SI, Smoller JW, Streit F, Sullivan PF, Tiemeier H, Uher R, Van der Auwera S, Weissman MM, O'Reilly PF, Lewis CM.
Biol Psychiatry
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Classical Human Leukocyte Antigen Alleles and C4 Haplotypes Are Not Significantly Associated With Depression.
Authors: Glanville KP, Coleman JRI, Hanscombe KB, Euesden J, Choi SW, Purves KL, Breen G, Air TM, Andlauer TFM, Baune BT, Binder EB, Blackwood DHR, Boomsma DI, Buttenschøn HN, Colodro-Conde L, Dannlowski U, Direk N, Dunn EC, Forstner AJ, de Geus EJC, Grabe HJ, Hamilton SP, Jones I, Jones LA, Knowles JA, Kutalik Z, Levinson DF, Lewis G, Lind PA, Lucae S, Magnusson PK, McGuffin P, McIntosh AM, Milaneschi Y, Mors O, Mostafavi S, Müller-Myhsok B, Pedersen NL, Penninx BWJH, Potash JB, Preisig M, Ripke S, Shi J, Shyn SI, Smoller JW, Streit F, Sullivan PF, Tiemeier H, Uher R, Van der Auwera S, Weissman MM, O'Reilly PF, Lewis CM.
Biol Psychiatry
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Making the 'invisible' visible: transforming the detection of intimate partner violence.
Authors: Khurana B, Seltzer SE, Kohane IS, Boland GW.
BMJ Qual Saf
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Estimates of healthcare spending for preterm and low-birthweight infants in a commercially insured population: 2008-2016.
Authors: Beam AL, Fried I, Palmer N, Agniel D, Brat G, Fox K, Kohane I, Sinaiko A, Zupancic JAF, Armstrong J.
J Perinatol
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Big Data in the Assessment of Pediatric Medication Safety.
Authors: McMahon AW, Cooper WO, Brown JS, Carleton B, Doshi-Velez F, Kohane I, Goldman JL, Hoffman MA, Kamaleswaran R, Sakiyama M, Sekine S, Sturkenboom MCJM, Turner MA, Califf RM.
Pediatrics
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Autoimmune Effects of Lung Cancer Immunotherapy Revealed by Data-Driven Analysis on a Nationwide Cohort.
Authors: Yang S, Yu KH, Palmer N, Fox K, Kou SC, Kohane IS.
Clin Pharmacol Ther
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Partial Loss of USP9X Function Leads to a Male Neurodevelopmental and Behavioral Disorder Converging on Transforming Growth Factor ß Signaling.
Authors: Johnson BV, Kumar R, Oishi S, Alexander S, Kasherman M, Vega MS, Ivancevic A, Gardner A, Domingo D, Corbett M, Parnell E, Yoon S, Oh T, Lines M, Lefroy H, Kini U, Van Allen M, Grønborg S, Mercier S, Küry S, Bézieau S, Pasquier L, Raynaud M, Afenjar A, Billette de Villemeur T, Keren B, Désir J, Van Maldergem L, Marangoni M, Dikow N, Koolen DA, VanHasselt PM, Weiss M, Zwijnenburg P, Sa J, Reis CF, López-Otín C, Santiago-Fernández O, Fernández-Jaén A, Rauch A, Steindl K, Joset P, Goldstein A, Madan-Khetarpal S, Infante E, Zackai E, Mcdougall C, Narayanan V, Ramsey K, Mercimek-Andrews S, Pena L, Shashi V, Schoch K, Sullivan JA, Pinto E Vairo F, Pichurin PN, Ewing SA, Barnett SS, Klee EW, Perry MS, Koenig MK, Keegan CE, Schuette JL, Asher S, Perilla-Young Y, Smith LD, Rosenfeld JA, Bhoj E, Kaplan P, Li D, Oegema R, van Binsbergen E, van der Zwaag B, Smeland MF, Cutcutache I, Page M, Armstrong M, Lin AE, Steeves MA, Hollander ND, Hoffer MJV, Reijnders MRF, Demirdas S, Koboldt DC, Bartholomew D, Mosher TM, Hickey SE, Shieh C, Sanchez-Lara PA, Graham JM, Tezcan K, Schaefer GB, Danylchuk NR, Asamoah A, Jackson KE, Yachelevich N, Au M, Pérez-Jurado LA, Kleefstra T, Penzes P, Wood SA, Burne T, Pierson TM, Piper M, Gécz J, Jolly LA.
Biol Psychiatry
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Partial Loss of USP9X Function Leads to a Male Neurodevelopmental and Behavioral Disorder Converging on Transforming Growth Factor ß Signaling.
Authors: Johnson BV, Kumar R, Oishi S, Alexander S, Kasherman M, Vega MS, Ivancevic A, Gardner A, Domingo D, Corbett M, Parnell E, Yoon S, Oh T, Lines M, Lefroy H, Kini U, Van Allen M, Grønborg S, Mercier S, Küry S, Bézieau S, Pasquier L, Raynaud M, Afenjar A, Billette de Villemeur T, Keren B, Désir J, Van Maldergem L, Marangoni M, Dikow N, Koolen DA, VanHasselt PM, Weiss M, Zwijnenburg P, Sa J, Reis CF, López-Otín C, Santiago-Fernández O, Fernández-Jaén A, Rauch A, Steindl K, Joset P, Goldstein A, Madan-Khetarpal S, Infante E, Zackai E, Mcdougall C, Narayanan V, Ramsey K, Mercimek-Andrews S, Pena L, Shashi V, Schoch K, Sullivan JA, Pinto E Vairo F, Pichurin PN, Ewing SA, Barnett SS, Klee EW, Perry MS, Koenig MK, Keegan CE, Schuette JL, Asher S, Perilla-Young Y, Smith LD, Rosenfeld JA, Bhoj E, Kaplan P, Li D, Oegema R, van Binsbergen E, van der Zwaag B, Smeland MF, Cutcutache I, Page M, Armstrong M, Lin AE, Steeves MA, Hollander ND, Hoffer MJV, Reijnders MRF, Demirdas S, Koboldt DC, Bartholomew D, Mosher TM, Hickey SE, Shieh C, Sanchez-Lara PA, Graham JM, Tezcan K, Schaefer GB, Danylchuk NR, Asamoah A, Jackson KE, Yachelevich N, Au M, Pérez-Jurado LA, Kleefstra T, Penzes P, Wood SA, Burne T, Pierson TM, Piper M, Gécz J, Jolly LA.
Biol Psychiatry
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Clinical Concept Embeddings Learned from Massive Sources of Multimodal Medical Data.
Authors: Beam AL, Kompa B, Schmaltz A, Fried I, Weber G, Palmer N, Shi X, Cai T, Kohane IS.
Pac Symp Biocomput
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