Cargando…
Canonical correlation analysis for multi-omics: Application to cross-cohort analysis
Integrative approaches that simultaneously model multi-omics data have gained increasing popularity because they provide holistic system biology views of multiple or all components in a biological system of interest. Canonical correlation analysis (CCA) is a correlation-based integrative method desi...
Autores principales: | Jiang, Min-Zhi, Aguet, François, Ardlie, Kristin, Chen, Jiawen, Cornell, Elaine, Cruz, Dan, Durda, Peter, Gabriel, Stacey B., Gerszten, Robert E., Guo, Xiuqing, Johnson, Craig W., Kasela, Silva, Lange, Leslie A., Lappalainen, Tuuli, Liu, Yongmei, Reiner, Alex P., Smith, Josh, Sofer, Tamar, Taylor, Kent D., Tracy, Russell P., VanDenBerg, David J., Wilson, James G., Rich, Stephen S., Rotter, Jerome I., Love, Michael I., Raffield, Laura M., Li, Yun |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10237647/ https://www.ncbi.nlm.nih.gov/pubmed/37216410 http://dx.doi.org/10.1371/journal.pgen.1010517 |
Ejemplares similares
-
Multiset correlation and factor analysis enables exploration of multi-omics data
por: Brown, Brielin C., et al.
Publicado: (2023) -
Distinct COPD subtypes in former smokers revealed by gene network perturbation analysis
por: Buschur, Kristina L., et al.
Publicado: (2023) -
Transcription factor regulation of eQTL activity across individuals and tissues
por: Flynn, Elise D., et al.
Publicado: (2022) -
A vast resource of allelic expression data spanning human tissues
por: Castel, Stephane E., et al.
Publicado: (2020) -
Interaction molecular QTL mapping discovers cellular and environmental modifiers of genetic regulatory effects
por: Kasela, Silva, et al.
Publicado: (2023)