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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...

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Detalles Bibliográficos
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