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Translational bioinformatics in mental health: Open access data sources and computational biomarker discovery

  • Jessica D. Tenenbaum
  • , Krithika Bhuvaneshwar
  • , Jane P. Gagliardi
  • , Kate Fultz Hollis
  • , Peilin Jia
  • , Liang Ma
  • , Radhakrishnan Nagarajan
  • , Gopalkumar Rakesh
  • , Vignesh Subbian
  • , Shyam Visweswaran
  • , Zhongming Zhao
  • , Leon Rozenblit

Producción científica: Articlerevisión exhaustiva

16 Citas (Scopus)

Resumen

Mental illness is increasingly recognized as both a significant cost to society and a significant area of opportunity for biological breakthrough. As -omics and imaging technologies enable researchers to probe molecular and physiological underpinnings of multiple diseases, opportunities arise to explore the biological basis for behavioral health and disease. From individual investigators to large international consortia, researchers have generated rich data sets in the area of mental health, including genomic, transcriptomic, metabolomic, proteomic, clinical and imaging resources. General data repositories such as the Gene Expression Omnibus GEO) and Database of Genotypes and Phenotypes dbGaP) and mental health MH)-specific initiatives, such as the Psychiatric Genomics Consortium, MH Research Network and PsychENCODE represent a wealth of information yet to be gleaned. At the same time, novel approaches to integrate and analyze data sets are enabling important discoveries in the area of mental and behavioral health. This review will discuss and catalog into an organizing framework the increasingly diverse set of MH data resources available, using schizophrenia as a focus area, and will describe novel and integrative approaches to molecular biomarker discovery that make use of mental health data.

Idioma originalEnglish
Número de artículobbx157
Páginas (desde-hasta)842-856
Número de páginas15
PublicaciónBriefings in Bioinformatics
Volumen20
N.º3
DOI
EstadoPublished - nov 2 2017

Nota bibliográfica

Publisher Copyright:
© 2017 The Author 2017. Published by Oxford University Press.

Financiación

The National Institutes of Health (grant numbers UL1TR001117 to J.D.T., R01LM012095 to S.V. and R01LM012806 to P.J. and Z.Z.).

FinanciadoresNúmero del financiador
National Institutes of Health (NIH)R01LM012095, UL1TR001117, R01LM012806
National Institutes of Health (NIH)
U.S. National Library of MedicineK01LM012529
U.S. National Library of Medicine

    ODS de las Naciones Unidas

    Este resultado contribuye a los siguientes Objetivos de Desarrollo Sostenible

    1. Good health and well being
      Good health and well being

    ASJC Scopus subject areas

    • Information Systems
    • Molecular Biology

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