Concepedia

Bayesian Protein Inference

Bayesian Protein Inference is a computational framework within the field of proteomics that applies Bayesian statistical methods to probabilistically infer the presence and abundance of proteins from mass spectrometry data, distinguishing itself by explicitly modeling uncertainty and incorporating prior knowledge to resolve ambiguities arising from shared peptides among proteins.

50

Publications

4K

Citations

237

Authors

112

Institutions

Publications per year

2017–2026

10

Parents

Publications

50

Comparison of Site-Specific Rate-Inference Methods for Protein Sequences: Empirical Bayesian Methods Are Superior

Itay Mayrose · Molecular Biology and Evolution · 2004 · 466 citations · Full text

, , +14

Illuminating protein space with a programmable generative model

John Ingraham, Max Baranov, Zak Costello et al. · Nature · 2023 · 403 citations · Full text

, , +17

The ProDom database of protein domain families: more emphasis on 3D

C. Bru · Nucleic Acids Research · 2004 · 358 citations · Full text

, , +17

Phylogeny and evolution of the major intrinsic protein family

Rafael Zardoya · Biology of the Cell · 2005 · 285 citations

, , +17

PrePPI: a structure-informed database of protein–protein interactions

Qiangfeng Cliff Zhang, Donald Petrey, José Ignacio Garzón et al. · Nucleic Acids Research · 2012 · 260 citations · Full text

, , +15

1–5 of 50

Authors

237

  1. OS
    Oliver Serang

    Harvard University, United States

    3 publications · 85 citations

    3

    h-index

  2. VX
    Vincent Xue

    Hunter College, United States

    2 publications · 490 citations

    2

    h-index

  3. JI
    John Ingraham

    Harvard University, United States

    2 publications · 490 citations

    2

    h-index

  4. JL
    Justin L. MacCallum

    University of Calgary, Canada

    2 publications · 296 citations

    2

    h-index

  5. AS
    Anders S. Christensen

    University of Copenhagen, Denmark

    2 publications · 57 citations

    2

    h-index

1–5 of 237

Institutions

112

  1. Howard Hughes Medical Institute

    Chevy Chase, United States

    3 h-index

    9 publications

    1.6K citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    3 publications

    458 citations

  3. Harvard University

    Cambridge, United States

    3 h-index

    6 publications

    325 citations

  4. University of Michigan

    Ann Arbor, United States

    2 h-index

    5 publications

    669 citations

  5. Stony Brook University

    Stony Brook, United States

    2 h-index

    4 publications

    592 citations

  6. Indiana University Bloomington

    Bloomington, United States

    2 h-index

    7 publications

    596 citations

  7. Goethe University Frankfurt

    Frankfurt am Main, Germany

    2 h-index

    2 publications

    121 citations

  8. Intarcia Therapeutics (United States)

    Boston, United States

    2 h-index

    37 publications

    11.4K citations

1–8 of 112

Venues

  1. Journal of Proteome Research

    JPR · 4 publications · 322 citations

    4

    h-index

  2. Bioinformatics

    4 publications · 298 citations

    4

    h-index

  3. Proteins Structure Function and Bioinformatics

    3 publications · 187 citations

    3

    h-index

  4. Molecular & Cellular Proteomics

    MCP · 3 publications · 98 citations

    3

    h-index

  5. Proceedings of the National Academy of Sciences

    PNAS · 2 publications · 296 citations

    2

    h-index

1–5