Cargando…
Polygenic regression uncovers trait-relevant cellular contexts through pathway activation transformation of single-cell RNA sequencing data
Advances in single-cell RNA sequencing (scRNA-seq) techniques have accelerated functional interpretation of disease-associated variants discovered from genome-wide association studies (GWASs). However, identification of trait-relevant cell populations is often impeded by inherent technical noise and...
Autores principales: | Ma, Yunlong, Deng, Chunyu, Zhou, Yijun, Zhang, Yaru, Qiu, Fei, Jiang, Dingping, Zheng, Gongwei, Li, Jingjing, Shuai, Jianwei, Zhang, Yan, Yang, Jian, Su, Jianzhong |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10504677/ https://www.ncbi.nlm.nih.gov/pubmed/37719150 http://dx.doi.org/10.1016/j.xgen.2023.100383 |
Ejemplares similares
-
Uncovering metabolic pathways relevant to phenotypic traits of microbial genomes
por: Kastenmüller, Gabi, et al.
Publicado: (2009) -
Multivariate extension of penalized regression on summary statistics to construct polygenic risk scores for correlated traits
por: Bahda, Meriem, et al.
Publicado: (2023) -
Polygenic plague resistance in the great gerbil uncovered by population sequencing
por: Nilsson, Pernille, et al.
Publicado: (2022) -
Benchmarking algorithms for pathway activity transformation of single-cell RNA-seq data
por: Zhang, Yaru, et al.
Publicado: (2020) -
Integrating single-cell sequencing data with GWAS summary statistics reveals CD16+monocytes and memory CD8+T cells involved in severe COVID-19
por: Ma, Yunlong, et al.
Publicado: (2022)