Concepedia

Single-cell Multi-omics Interpretation

Single-Cell Multi-Omics Interpretation is a computational framework that integrates and analyzes multiple molecular profiling layers—such as genomics, transcriptomics, epigenomics, and proteomics—at the resolution of individual cells to reconstruct cellular heterogeneity, regulatory dynamics, and functional states within complex biological systems.

28

Publications

6.7K

Citations

517

Authors

138

Institutions

Publications per year

2017–2026

28

Parents

Publications

28

Single-Cell Multi-omic Integration Compares and Contrasts Features of Brain Cell Identity

Joshua D. Welch, Velina Kozareva, Ashley N. Ferreira et al. · Cell · 2019 · 1.4K citations · Full text

, , +16

Database Resources of the National Genomics Data Center, China National Center for Bioinformation in 2022

Yongbiao Xue, Yīmíng Bào, Zhang Zhang et al. · Nucleic Acids Research · 2021 · 1.1K citations · Full text

, , +17

scGPT: toward building a foundation model for single-cell multi-omics using generative AI

Haotian Cui, Hassaan Maan, Kuan Pang et al. · Nature Methods · 2024 · 1K citations

, , +14

Joint probabilistic modeling of single-cell multi-omic data with totalVI

Adam Gayoso, Zoë Steier, Romain Lopez et al. · Nature Methods · 2021 · 606 citations · Full text

, , +14

Multi-omics profiling of mouse gastrulation at single-cell resolution

Ricard Argelaguet, Stephen J. Clark, Hisham Mohammed et al. · Nature · 2019 · 516 citations · Full text

, , +15

1–5 of 28

Authors

517

  1. CA
    Caleb A. Lareau

    Harvard University, United States

    3 publications · 309 citations

    3

    h-index

  2. JD
    Jason D. Buenrostro

    Broad Institute, United States

    2 publications · 256 citations

    2

    h-index

  3. GX
    Gang Xin

    The Ohio State University, United States

    2 publications · 81 citations

    2

    h-index

  4. AK
    Andrew Kohlway

    Yale University, United States

    2 publications · 256 citations

    2

    h-index

  5. RL
    Ronald Lebofsky

    Harvard University, United States

    2 publications · 256 citations

    2

    h-index

1–5 of 517

Institutions

138

  1. Broad Institute

    Cambridge, United States

    6 h-index

    31 publications

    9.2K citations

  2. Harvard University

    Cambridge, United States

    5 h-index

    30 publications

    2.6K citations

  3. Stanford University

    Stanford, United States

    4 h-index

    11 publications

    886 citations

  4. Boston Children's Hospital

    Boston, United States

    3 h-index

    10 publications

    655 citations

  5. Dana-Farber Cancer Institute

    Boston, United States

    3 h-index

    15 publications

    681 citations

  6. Bio-Rad (United States)

    Hercules, United States

    2 h-index

    8 publications

    1K citations

  7. University of Pennsylvania

    Philadelphia, United States

    2 h-index

    3 publications

    364 citations

  8. Imperial College London

    London, United Kingdom

    2 h-index

    2 publications

    139 citations

1–8 of 138

Venues

  1. Nature Communications

    5 publications · 313 citations

    5

    h-index

  2. Frontiers in Immunology

    3 publications · 162 citations

    3

    h-index

  3. Nature Methods

    3 publications · 1.8K citations

    3

    h-index

  4. Nucleic Acids Research

    2 publications · 1.1K citations

    2

    h-index

  5. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 2 publications · 37 citations

    2

    h-index

1–5