Concepedia

Causal Pathway Analysis

Causal Pathway Analysis is a computational and statistical framework used in genetics that identifies and quantifies the directional relationships among genetic variants, molecular traits, and phenotypic outcomes to elucidate the underlying biological mechanisms through which causal effects propagate.

291

Publications

30.6K

Citations

1.6K

Authors

680

Institutions

Publications per year

2017–2026

116

Parents

Publications

291

Causal analysis approaches in Ingenuity Pathway Analysis

A. Krämer, Jeff Green, Jack Pollard et al. · Bioinformatics · 2013 · 6.1K citations · Full text

, , +13

Evaluating Medication Effects Outside of Clinical Trials: New-User Designs

Wayne A. Ray · American Journal of Epidemiology · 2003 · 1.6K citations · Full text

, , +12

Pathways to Diabetic Limb Amputation: Basis for Prevention

Roger E. Pecoraro, Gayle E. Reiber, Ernest M. Burgess · Diabetes Care · 1990 · 1.6K citations

, , +13

An integrative genomics approach to infer causal associations between gene expression and disease

Eric E. Schadt, John R. Lamb, Xia Yang et al. · Nature Genetics · 2005 · 1.1K citations · Full text

, , +16

Biological interpretation of genome-wide association studies using predicted gene functions

Tune H. Pers, Juha Karjalainen, Yingleong Chan et al. · Nature Communications · 2015 · 895 citations · Full text

, , +17

1–5 of 291

Authors

1.6K

  1. FX
    Fuzhong Xue

    Shandong University, China

    5 publications · 172 citations

    5

    h-index

  2. YZ
    Yinan Zheng

    Northwestern University, United States

    4 publications · 354 citations

    4

    h-index

  3. LH
    Lifang Hou

    Northwestern University, United States

    4 publications · 354 citations

    4

    h-index

  4. HL
    Hongkai Li

    Shandong University, China

    4 publications · 143 citations

    4

    h-index

  5. GD
    George Davey Smith

    University of Bristol, United Kingdom

    4 publications · 408 citations

    4

    h-index

1–5 of 1.6K

Institutions

680

  1. Harvard University

    Cambridge, United States

    12 h-index

    28 publications

    2.8K citations

  2. University of Washington

    Seattle, United States

    11 h-index

    20 publications

    7.7K citations

  3. University College London

    London, United Kingdom

    10 h-index

    26 publications

    6.3K citations

  4. University of Bristol

    Bristol, United Kingdom

    10 h-index

    32 publications

    2.7K citations

  5. London School of Hygiene & Tropical Medicine

    London, United Kingdom

    8 h-index

    18 publications

    1K citations

  6. University of Michigan

    Ann Arbor, United States

    7 h-index

    35 publications

    4.3K citations

  7. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    7 h-index

    15 publications

    1.2K citations

  8. Boston University

    Boston, United States

    6 h-index

    23 publications

    4.2K citations

1–8 of 680

Venues

  1. PubMed

    Repository · 9 publications · 319 citations

    9

    h-index

  2. PLoS ONE

    8 publications · 342 citations

    8

    h-index

  3. Bioinformatics

    4 publications · 6.4K citations

    4

    h-index

  4. American Journal of Epidemiology

    AJE · 4 publications · 2.5K citations

    4

    h-index

  5. Epidemiology

    3 publications · 114 citations

    3

    h-index

1–5