Faculty, Staff and Student Publications
Language
English
Publication Date
10-20-2025
Journal
Genome Biology
DOI
10.1186/s13059-025-03771-8
PMID
41116172
PMCID
PMC12536537
PubMedCentral® Posted Date
10-20-2025
PubMedCentral® Full Text Version
Post-print
Abstract
The field of single-cell biology is growing rapidly, generating large amounts of data from a variety of species, disease conditions, tissues, and organs. Coordinated efforts such as CZI CELLxGENE, HuBMAP, Broad Institute Single Cell Portal, and DISCO allow researchers to access large volumes of curated datasets, including more than just scRNA-seq data. These resources have created an opportunity to build and expand the computational biology ecosystem to develop tools necessary for data reuse and for extracting novel biological insights. We highlight achievements made so far, areas where further development is needed, and specific challenges that need to be overcome.
Keywords
Single-Cell Analysis, Humans, Animals, Computational Biology, Atlases as Topic, Databases, Genetic
Published Open-Access
yes
Recommended Citation
Hemberg, Martin; Marini, Federico; Ghazanfar, Shila; et al., "Insights, Opportunities, and Challenges Provided by Large Cell Atlases" (2025). Faculty, Staff and Student Publications. 5464.
https://digitalcommons.library.tmc.edu/uthgsbs_docs/5464
Included in
Bioinformatics Commons, Biomedical Informatics Commons, Genetic Phenomena Commons, Medical Genetics Commons, Oncology Commons