Concepedia

Proteomic Data Normalization

Proteomic Data Normalization is a systematic computational procedure belonging to the class of data preprocessing techniques, specifically designed to minimize non-biological variability in proteomic datasets by adjusting for technical differences such as instrument bias, sample loading, and labeling efficiency while preserving true biological differences of interest.

106

Publications

14K

Citations

731

Authors

232

Institutions

Publications per year

2017–2026

35

Parents

Publications

106

Accurate Proteome-wide Label-free Quantification by Delayed Normalization and Maximal Peptide Ratio Extraction, Termed MaxLFQ

Jürgen Cox, Marco Y. Hein, Christian A. Luber et al. · Molecular & Cellular Proteomics · 2014 · 5.5K citations · Full text

, , +16

A uniform proteomics MS/MS analysis platform utilizing open XML file formats

Andrew Keller, Jimmy K. Eng, Ning Zhang et al. · Molecular Systems Biology · 2005 · 714 citations

, , +10

Normalization Approaches for Removing Systematic Biases Associated with Mass Spectrometry and Label-Free Proteomics

Stephen Callister, Richard Barry, Joshua Adkins et al. · Journal of Proteome Research · 2006 · 509 citations · Full text

, , +16

DAnTE: a statistical tool for quantitative analysis of -omics data

Ashoka D. Polpitiya, Weijun Qian, Navdeep Jaitly et al. · Bioinformatics · 2008 · 450 citations · Full text

, , +14

A systematic evaluation of normalization methods in quantitative label-free proteomics

Tommi Välikangas, Tomi Suomi, Laura L. Elo · Briefings in Bioinformatics · 2016 · 358 citations · Full text

, , +12

1–5 of 106

Authors

731

  1. JR
    John R. Yates

    Scripps Research Institute, United States

    4 publications · 721 citations

    4

    h-index

  2. RS
    Richard Smith

    Pacific Northwest National Laboratory, United States

    4 publications · 1.4K citations

    4

    h-index

  3. JA
    Joshua Adkins

    Pacific Northwest National Laboratory, United States

    3 publications · 1.1K citations

    3

    h-index

  4. PC
    Paulo C. Carvalho

    Fundação Carlos Chagas, Brazil

    3 publications · 440 citations

    3

    h-index

  5. HH
    Henning Hermjakob

    European Bioinformatics Institute, United Kingdom

    3 publications · 69 citations

    3

    h-index

1–5 of 731

Institutions

232

  1. Pacific Northwest National Laboratory

    Richland, United States

    5 h-index

    29 publications

    9.4K citations

  2. The University of Texas MD Anderson Cancer Center

    Houston, United States

    4 h-index

    25 publications

    1.7K citations

  3. Scripps Research Institute

    San Diego, United States

    4 h-index

    15 publications

    2.5K citations

  4. Science for Life Laboratory

    Stockholm, Sweden

    4 h-index

    9 publications

    423 citations

  5. European Bioinformatics Institute

    Cambridge, United Kingdom

    3 h-index

    16 publications

    406 citations

  6. Wellcome Trust

    London, United Kingdom

    3 h-index

    16 publications

    406 citations

  7. University of California San Diego

    San Diego, United States

    3 h-index

    10 publications

    525 citations

  8. Karolinska Institutet

    Stockholm, Sweden

    3 h-index

    6 publications

    172 citations

1–8 of 232

Venues

  1. Journal of Proteome Research

    JPR · 14 publications · 1.6K citations

    14

    h-index

  2. Molecular & Cellular Proteomics

    MCP · 10 publications · 5.9K citations

    10

    h-index

  3. PROTEOMICS

    8 publications · 544 citations

    8

    h-index

  4. Bioinformatics

    5 publications · 689 citations

    5

    h-index

  5. Methods in molecular biology

    Book series · 5 publications · 121 citations

    5

    h-index

1–5