Concepedia

Pathway-level Causal Inference

Pathway-Level Causal Inference is a computational framework within multi-omics causal inference that specifically identifies and quantifies causal relationships among biological pathways rather than individual molecular entities, by integrating multi-omic data to model directed interactions and regulatory influences at the pathway level.

22

Publications

2.5K

Citations

126

Authors

77

Institutions

Publications per year

2017–2026

9

Parents

Publications

22

Causal Protein-Signaling Networks Derived from Multiparameter Single-Cell Data

Karen Sachs, Omar D. Perez, Dana Pe’er et al. · Science · 2005 · 1.7K citations

, , +17

Causal integration of multi‐omics data with prior knowledge to generate mechanistic hypotheses

Aurélien Dugourd, Christoph Kuppe, Marco Sciacovelli et al. · Molecular Systems Biology · 2021 · 150 citations · Full text

, , +17

Mendelian randomization identifies blood metabolites previously linked to midlife cognition as causal candidates in Alzheimer’s disease

Jodie Lord, Bradley Jermy, Rebecca Green et al. · Proceedings of the National Academy of Sciences · 2021 · 67 citations · Full text

, , +17

Shared Causal Paths underlying Alzheimer’s dementia and Type 2 Diabetes

Zixin Hu, Rong Jiao, Panpan Wang et al. · Scientific Reports · 2020 · 62 citations · Full text

, , +17

Nocturia as a marker of poor health: Causal associations to inform care

Wendy Bower, David Michael Whishaw, Fary Khan · Neurourology and Urodynamics · 2016 · 47 citations

, , +12

1–5 of 22

Authors

126

  1. HL
    Hongkai Li

    Shandong University, China

    2 publications · 44 citations

    2

    h-index

  2. FX
    Fuzhong Xue

    Shandong University, China

    2 publications · 44 citations

    2

    h-index

  3. TA
    Tessa A. Moore

    London Borough of Southwark, United Kingdom

    1 publications · 12 citations

    1

    h-index

  4. YY
    Yifan Yu

    Shandong University, China

    1 publications · 30 citations

    1

    h-index

  5. AK
    Anil Korkut

    The University of Texas MD Anderson Cancer Center, United States

    1 publications · 22 citations

    1

    h-index

1–5 of 126

Institutions

77

  1. Harvard University

    Cambridge, United States

    2 h-index

    7 publications

    8.8K citations

  2. Erasmus MC

    Rotterdam, The Netherlands

    2 h-index

    12 publications

    711 citations

  3. Shandong University

    Jinan, China

    2 h-index

    18 publications

    428 citations

  4. Cornell University

    Ithaca, United States

    2 h-index

    6 publications

    215 citations

  5. Johns Hopkins University

    Baltimore, United States

    2 h-index

    2 publications

    49 citations

  6. The University of Texas Health Science Center at Houston

    Houston, United States

    1 h-index

    2 publications

    124 citations

  7. Centre of Biotechnology of Sfax

    Sfax, Tunisia

    1 h-index

    2 publications

    58 citations

  8. London Borough of Southwark

    London, United Kingdom

    1 h-index

    1 publications

    12 citations

1–8 of 77

Venues

  1. Statistics in Biosciences

    SIB · 1 publications · 10 citations

    1

    h-index

  2. Paediatric and Perinatal Epidemiology

    PPE · 1 publications · 13 citations

    1

    h-index

  3. American Journal of Epidemiology

    AJE · 1 publications · 46 citations

    1

    h-index

  4. Statistics in Medicine

    1 publications · 29 citations

    1

    h-index

  5. Clinical Infectious Diseases

    CID · 1 publications · 36 citations

    1

    h-index

1–5