Concepedia

Differential Abundance Analysis

Differential Abundance Analysis is a computational method used in comparative metagenomics and microbial community profiling that identifies statistically significant variations in the abundance of microbial taxa or functional elements across distinct biological conditions or environments.

744

Publications

66.1K

Citations

4K

Authors

1.3K

Institutions

Publications per year

2017–2026

440

Parents

Publications

744

Waste Not, Want Not: Why Rarefying Microbiome Data Is Inadmissible

Paul J. McMurdie, Susan Holmes · PLoS Computational Biology · 2014 · 3.1K citations · Full text

, , +14

Differential abundance analysis for microbial marker-gene surveys

Joseph N. Paulson, O. Colin Stine, Héctor Corrada Bravo et al. · Nature Methods · 2013 · 2.6K citations · Full text

, , +13

Analysis of compositions of microbiomes with bias correction

Lin Huang, Shyamal Peddada · Nature Communications · 2020 · 2.2K citations · Full text

, , +17

Normalization and microbial differential abundance strategies depend upon data characteristics

Sophie Weiss, Zhenjiang Zech Xu, Shyamal D. Peddada et al. · Microbiome · 2017 · 2.2K citations · Full text

, , +15

Analysis of composition of microbiomes: a novel method for studying microbial composition

Siddhartha Mandal, Will Van Treuren, Richard White et al. · Microbial Ecology in Health and Disease · 2015 · 2.1K citations · Full text

, , +17

1–5 of 744

Authors

4K

  1. RK
    Rob Knight

    University of California San Diego, United States

    12 publications · 6.7K citations

    13

    h-index

  2. DY
    David Yong

    Australian National University, Australia

    9 publications · 845 citations

    9

    h-index

  3. MA
    M. Asplund

    Australian National University, Australia

    8 publications · 831 citations

    8

    h-index

  4. JM
    J. Meléndez

    Universidade de São Paulo, Brazil

    8 publications · 831 citations

    8

    h-index

  5. YV
    Yoshiki Vázquez‐Baeza

    University of California San Diego, United States

    6 publications · 2.7K citations

    6

    h-index

1–5 of 4K

Institutions

1.3K

  1. University of California San Diego

    San Diego, United States

    17 h-index

    115 publications

    33K citations

  2. Harvard University

    Cambridge, United States

    17 h-index

    32 publications

    3.8K citations

  3. University of Florida

    Gainesville, United States

    14 h-index

    46 publications

    2K citations

  4. Universidade de São Paulo

    São Paulo, Brazil

    14 h-index

    24 publications

    902 citations

  5. Centre National de la Recherche Scientifique

    Paris, France

    12 h-index

    34 publications

    2.6K citations

  6. Australian National University

    Canberra, Australia

    11 h-index

    29 publications

    1.9K citations

  7. California Institute of Technology

    Pasadena, United States

    10 h-index

    22 publications

    3.5K citations

  8. University of Cambridge

    Cambridge, United Kingdom

    10 h-index

    23 publications

    3.4K citations

1–8 of 1.3K

Venues

  1. Proceedings of the National Academy of Sciences

    PNAS · 132 publications · 10.7K citations

    50

    h-index

  2. Scientific Reports

    25 publications · 1.5K citations

    21

    h-index

  3. PLoS ONE

    23 publications · 752 citations

    19

    h-index

  4. Bioinformatics

    17 publications · 1K citations

    15

    h-index

  5. Journal of Proteome Research

    JPR · 17 publications · 1.2K citations

    15

    h-index

1–5