The path from big data to precision medicine

被引:23
|
作者
Huang, Bevan E. [1 ]
Mulyasasmita, Widya [2 ]
Rajagopal, Gunaretnam [3 ]
机构
[1] Janssen R&D, Discovery Sci, Menlo Pk, CA USA
[2] Johnson & Johnson Innovat, Menlo Pk, CA USA
[3] Janssen R&D, Discovery Sci, Spring House, PA USA
关键词
Big data; EHR; mHealth; genomics; data integration; precision medicine; real world evidence; data analytics;
D O I
10.1080/23808993.2016.1157686
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Precision medicine aims to combine comprehensive data collected over time about an individual's genetics, environment, and lifestyle, to advance disease understanding and interception, aid drug discovery, and ensure delivery of appropriate therapies. Considerable public and private resources have been deployed to harness the potential value of big data derived from electronic health records, 'omics technologies, imaging, and mobile health in advancing these goals. While both technical and sociopolitical challenges in implementation remain, we believe that consolidating these data into comprehensive and coherent bodies will aid in transforming healthcare. Overcoming these challenges will see the effective, efficient, and secure use of big data disrupt the practice of medicine. It will have significant implications for drug discovery and development as well as in the provisioning, utilization and economics of health care delivery going forward; ultimately, it will enhance the quality of care for the benefit of patients.
引用
收藏
页码:129 / 143
页数:15
相关论文
共 50 条
  • [1] From Big Data to Precision Medicine
    Hulsen, Tim
    Jamuar, Saumya S.
    Moody, Alan R.
    Karnes, Jason H.
    Varga, Orsolya
    Hedensted, Stine
    Spreafico, Roberto
    Hafler, David A.
    McKinney, Eoin F.
    [J]. FRONTIERS IN MEDICINE, 2019, 6
  • [2] Big Data for Precision Medicine
    Leff, Daniel Richard
    Yang, Guang-Zhong
    [J]. ENGINEERING, 2015, 1 (03) : 277 - 279
  • [3] Big Data and the Precision Medicine Revolution
    Hopp, Wallace J.
    Li, Jun
    Wang, Guihua
    [J]. PRODUCTION AND OPERATIONS MANAGEMENT, 2018, 27 (09) : 1647 - 1664
  • [4] Big data in the era of precision medicine: big promise or big liability?
    Issa, Amalia M.
    Marchant, Gary E.
    Campos-Outcalt, Douglas
    [J]. PERSONALIZED MEDICINE, 2016, 13 (04) : 283 - 285
  • [6] Importance of Big Data in Precision and Personalized Medicine
    Naqvi, Muhammad Raza
    Jaffar, Muhammad Arfan
    Aslam, Muhammad
    Shahzad, Syed Khuram
    Iqbal, Muhammad Waseem
    Farooq, Amjad
    [J]. 2ND INTERNATIONAL CONGRESS ON HUMAN-COMPUTER INTERACTION, OPTIMIZATION AND ROBOTIC APPLICATIONS (HORA 2020), 2020, : 116 - 121
  • [8] Epidemiology in wonderland: Big Data and precision medicine
    Saracci, Rodolfo
    [J]. EUROPEAN JOURNAL OF EPIDEMIOLOGY, 2018, 33 (03) : 245 - 257
  • [10] Epidemiology in wonderland: Big Data and precision medicine
    Rodolfo Saracci
    [J]. European Journal of Epidemiology, 2018, 33 : 245 - 257