Improving Validation Practices in "Omics" Research

被引:168
|
作者
Ioannidis, John P. A. [3 ,4 ,5 ]
Khoury, Muin J. [1 ,2 ]
机构
[1] Ctr Dis Control & Prevent, Off Publ Hlth Genom, Atlanta, GA 30333 USA
[2] NCI, Div Canc Control & Populat Sci, NIH, Rockville, MD 20852 USA
[3] Stanford Univ, Sch Med, Dept Med, Stanford Prevent Res Ctr, Stanford, CA 94305 USA
[4] Stanford Univ, Sch Med, Dept Hlth Res & Policy, Stanford, CA 94305 USA
[5] Stanford Univ, Sch Humanities & Sci, Dept Stat, Stanford, CA 94305 USA
关键词
BIOINFORMATICS; PROTEOMICS;
D O I
10.1126/science.1211811
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
"Omics" research poses acute challenges regarding how to enhance validation practices and eventually the utility of this rich information. Several strategies may be useful, including routine replication, public data and protocol availability, funding incentives, reproducibility rewards or penalties, and targeted repeatability checks.
引用
收藏
页码:1230 / 1232
页数:3
相关论文
共 50 条
  • [41] The power of omics for improving seed oil content
    Guo, Yufang
    NATURE FOOD, 2021, 2 (01): : 5 - 5
  • [42] Improving Musculoskeletal Health by Incorporating Equity, Diversity, and Inclusion Approaches Into Research Practices
    Comachio, Josielli
    Purcell, Kate
    Brady, Bernadette
    Thiveos, Tony
    Strkljevic, Ima
    Shu, Cindy
    Carvalho-e-Silva, Ana Paula
    Nikpour, Mandana
    Anderson, David B.
    MUSCULOSKELETAL CARE, 2024, 22 (04)
  • [43] BEST PRACTICES FOR IMPROVING RESEARCH, POLICY AND PRACTICE ON PATERNAL INVOLVEMENT IN PREGNANCY OUTCOMES
    Bond, J.
    JOURNAL OF MENS HEALTH, 2011, 8 (03) : 242 - 242
  • [44] Improving the Measurement of Fertility Regulation Practices: Findings from Qualitative Research in Ghana
    Marston, Cicely
    Renedo, Alicia
    Nyaaba, Gertrude Nsorma
    Machiyama, Kazuyo
    Tapsoba, Placide
    Cleland, John
    INTERNATIONAL PERSPECTIVES ON SEXUAL AND REPRODUCTIVE HEALTH, 2017, 43 (03) : 111 - 119
  • [45] Best practices for supporting and improving pharmacy resident research and quality improvement projects
    Murphy, John E.
    Azad, Aniqa
    Barreto, Jason N.
    Coons, Eric M.
    Coons, James C.
    Drury, Anna Sahlstrom
    Goodlet, Kellie J.
    Hennessey, Erin K.
    Jennings, Douglas
    Kane-Gill, Sandra L.
    Morbitzer, Kathryn
    Pluckrose, Dawn M.
    Sikand, Harminder
    Weant, Kyle A.
    JOURNAL OF THE AMERICAN COLLEGE OF CLINICAL PHARMACY, 2024, 7 (01): : 75 - 84
  • [46] Improving the practices of teacher educators through collaborative action research: challenges and hopes
    Yosief, Amanuel
    Sulieman, Mohammed-Saleh
    Biede, Tecle
    EDUCATIONAL ACTION RESEARCH, 2024, 32 (02) : 204 - 221
  • [47] Improving Collaborative Teaching Practices in Grade 10 Science Through Action Research
    Cortes, Dino Paolo
    Mistades, Voltaire
    2ND SEA-STEM INTERNATIONAL CONFERENCE 2021, 2021, : 48 - 55
  • [48] Ethical Practices and Tips for Improving Engineering Faculty-Student Research Relationships
    Alarcon, Idalis Villanueva
    2022 IEEE FRONTIERS IN EDUCATION CONFERENCE, FIE, 2022,
  • [49] Research-supported practices for improving attendance in high schools: a review of the literature
    Freeman, Jennifer
    Wilkinson, Sarah
    Kowitt, Jennifer
    Kittelman, Angus
    Flannery, K. Brigid
    EDUCATIONAL RESEARCH AND EVALUATION, 2018, 24 (08) : 481 - 503
  • [50] IMPROVING COMPOUNDING PRACTICES
    GOLDSTEIN, SW
    JOURNAL OF THE AMERICAN PHARMACEUTICAL ASSOCIATION-PRACTICAL PHARMACY EDITION, 1952, 13 (02): : 120 - &