Advances in single-cell RNA sequencing and its applications in cancer research
Army Medical University · Xinqiao Hospital · +5 more institutions
Abstract
Cancers are a group of heterogeneous diseases characterized by the acquisition of functional capabilities during the transition from a normal to a neoplastic state. Powerful experimental and computational tools can be applied to elucidate the mechanisms of occurrence, progression, metastasis, and drug resistance; however, challenges remain. Bulk RNA sequencing techniques only reflect the average gene expression in a sample, making it difficult to understand tumor heterogeneity and the tumor microenvironment. The emergence and development of single-cell RNA sequencing (scRNA-seq) technologies have provided opportunities to understand subtle changes in tumor biology by identifying distinct cell subpopulations,…
Citation impact
- FWCI
- 25.88
- Percentile
- 100%
- References
- 283
Authors
12Topics & keywords
- Tumor microenvironment
- Carcinogenesis
- Computational biology
- Tumor heterogeneity
- Biology
- Cancer
- RNA
- Metastasis