Concepedia

Normalization Of Transcriptome Data

Normalization of Transcriptome Data is a computational procedure in comparative transcriptomics that adjusts raw gene expression measurements to correct for technical variations, thereby enabling valid comparisons of transcript abundance across samples by eliminating non-biological differences such as sequencing depth or library preparation bias.

372

Publications

47.4K

Citations

1.9K

Authors

738

Institutions

Publications per year

2017–2026

144

Variants

Transcriptome Data Normalization

Parents

Publications

372

A scaling normalization method for differential expression analysis of RNA-seq data

Mark D. Robinson, Alicia Oshlack · Genome biology · 2010 · 8.6K citations · Full text

, , +16

Genome-Wide Identification and Testing of Superior Reference Genes for Transcript Normalization in Arabidopsis

Tomasz Czechowski, Mark Stitt, Thomas Altmann et al. · PLANT PHYSIOLOGY · 2005 · 3.3K citations · Full text

, , +14

Normalization of RNA-seq data using factor analysis of control genes or samples

Davide Risso, John Ngai, Terence P. Speed et al. · Nature Biotechnology · 2014 · 2.3K citations · Full text

, , +16

Evaluation of statistical methods for normalization and differential expression in mRNA-Seq experiments

James Bullard, Elizabeth Purdom, Kasper D. Hansen et al. · BMC Bioinformatics · 2010 · 1.8K citations · Full text

, , +15

A comprehensive evaluation of normalization methods for Illumina high-throughput RNA sequencing data analysis

Marie‐Agnès Dillies, Andréa Rau, Julie Aubert et al. · Briefings in Bioinformatics · 2012 · 1.4K citations · Full text

, , +14

1–5 of 372

Authors

1.9K

  1. TP
    Terence P. Speed

    Walter and Eliza Hall Institute of Medical Research, Australia

    6 publications · 3.1K citations

    6

    h-index

  2. SD
    Sandrine Dudoit

    University of California, Berkeley, United States

    5 publications · 5.5K citations

    5

    h-index

  3. DR
    Davide Risso

    University of California, Berkeley, United States

    5 publications · 3.4K citations

    5

    h-index

  4. LC
    Lixin Cheng

    Chinese University of Hong Kong, Hong Kong SAR China

    4 publications · 181 citations

    4

    h-index

  5. KK
    Koji Kadota

    The University of Tokyo, Japan

    4 publications · 920 citations

    4

    h-index

1–5 of 1.9K

Institutions

738

  1. Harvard University

    Cambridge, United States

    9 h-index

    39 publications

    3.3K citations

  2. University of California, Berkeley

    Berkeley, United States

    7 h-index

    21 publications

    20K citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    6 h-index

    18 publications

    4.5K citations

  4. Walter and Eliza Hall Institute of Medical Research

    Melbourne, Australia

    6 h-index

    16 publications

    20.3K citations

  5. Chinese Academy of Sciences

    Beijing, China

    6 h-index

    18 publications

    666 citations

  6. The University of Tokyo

    Tokyo, Japan

    6 h-index

    22 publications

    4.4K citations

  7. Inserm

    Paris, France

    6 h-index

    34 publications

    1.4K citations

  8. Stanford University

    Stanford, United States

    5 h-index

    13 publications

    3.2K citations

1–8 of 738

Venues

  1. PLoS ONE

    33 publications · 3.5K citations

    25

    h-index

  2. BMC Bioinformatics

    31 publications · 5.2K citations

    23

    h-index

  3. Nucleic Acids Research

    17 publications · 1.5K citations

    16

    h-index

  4. Bioinformatics

    17 publications · 2.4K citations

    16

    h-index

  5. BMC Genomics

    16 publications · 1.9K citations

    16

    h-index

1–5