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Identifying nootropic drug targets via large-scale cognitive GWAS and transcriptomics

  • Max Lam
  • , Chia Yen Chen
  • , Tian Ge
  • , Yan Xia
  • , David W. Hill
  • , Joey W. Trampush
  • , Jin Yu
  • , Emma Knowles
  • , Gail Davies
  • , Eli A. Stahl
  • , Laura Huckins
  • , David C. Liewald
  • , Srdjan Djurovic
  • , Ingrid Melle
  • , Andrea Christoforou
  • , Ivar Reinvang
  • , Pamela DeRosse
  • , Astri J. Lundervold
  • , Vidar M. Steen
  • , Thomas Espeseth
  • Katri Räikkönen, Elisabeth Widen, Aarno Palotie, Johan G. Eriksson, Ina Giegling, Bettina Konte, Annette M. Hartmann, Panos Roussos, Stella Giakoumaki, Katherine E. Burdick, Antony Payton, William Ollier, Ornit Chiba-Falek, Deborah C. Koltai, Anna C. Need, Elizabeth T. Cirulli, Aristotle N. Voineskos, Nikos C. Stefanis, Dimitrios Avramopoulos, Alex Hatzimanolis, Nikolaos Smyrnis, Robert M. Bilder, Nelson B. Freimer, Tyrone D. Cannon, Edythe London, Russell A. Poldrack, Fred W. Sabb, Eliza Congdon, Emily Drabant Conley, Matthew A. Scult, Dwight Dickinson, Richard E. Straub, Gary Donohoe, Derek Morris, Aiden Corvin, Michael Gill, Ahmad R. Hariri, Daniel R. Weinberger, Neil Pendleton, Panos Bitsios, Dan Rujescu, Jari Lahti, Stephanie Le Hellard, Matthew C. Keller, Ole A. Andreassen, Ian J. Deary, David C. Glahn, Hailiang Huang, Chunyu Liu, Anil K. Malhotra, Todd Lencz
  • Zucker Hillside Hospital
  • Broad Institute
  • Massachusetts General Hospital
  • The Feinstein Institutes for Medical Research
  • Singapore Institute of Mental Health
  • Biogen IDEC
  • Central South University
  • SUNY Upstate Medical University
  • University of Edinburgh
  • University of Southern California
  • Boston Children's Hospital
  • Harvard University
  • Institute of Living
  • Regeneron Pharmaceuticals, Inc.
  • Icahn School of Medicine at Mount Sinai
  • University of Oslo
  • University of Bergen
  • Spaulding Rehabilitation Hospital
  • University of Helsinki
  • Wellcome Trust
  • National University of Singapore
  • Folkhalsan
  • Martin Luther University Halle-Wittenberg
  • VA Medical Center
  • University of Crete
  • University of Manchester
  • Manchester Metropolitan University
  • Duke University
  • Queen Mary University of London
  • Helix Inc.
  • University of Toronto
  • National and Kapodistrian University of Athens
  • University Mental Health Research Institute
  • Theodor-Theohari Cozzika Foundation
  • Johns Hopkins University
  • University of California at Los Angeles
  • Yale University
  • Stanford University
  • University of Oregon
  • 23andMe Inc.
  • New York Presbyterian Hospital
  • National Institutes of Health
  • University of Galway
  • Trinity College Dublin
  • University of Colorado Boulder
  • Hofstra North Shore-Long Island Jewish School of Medicine

Research output: Contribution to journalArticlepeer-review

17 Scopus citations

Abstract

Broad-based cognitive deficits are an enduring and disabling symptom for many patients with severe mental illness, and these impairments are inadequately addressed by current medications. While novel drug targets for schizophrenia and depression have emerged from recent large-scale genome-wide association studies (GWAS) of these psychiatric disorders, GWAS of general cognitive ability can suggest potential targets for nootropic drug repurposing. Here, we (1) meta-analyze results from two recent cognitive GWAS to further enhance power for locus discovery; (2) employ several complementary transcriptomic methods to identify genes in these loci that are credibly associated with cognition; and (3) further annotate the resulting genes using multiple chemoinformatic databases to identify “druggable” targets. Using our meta-analytic data set (N = 373,617), we identified 241 independent cognition-associated loci (29 novel), and 76 genes were identified by 2 or more methods of gene identification. Actin and chromatin binding gene sets were identified as novel pathways that could be targeted via drug repurposing. Leveraging our transcriptomic and chemoinformatic databases, we identified 16 putative genes targeted by existing drugs potentially available for cognitive repurposing.

Original languageEnglish
Pages (from-to)1788-1801
Number of pages14
JournalNeuropsychopharmacology
Volume46
Issue number10
DOIs
StatePublished - Sep 2021

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