Unknown

Dataset Information

0

Non-Genetic Intra-Tumor Heterogeneity Is a Major Predictor of Phenotypic Heterogeneity and Ongoing Evolutionary Dynamics in Lung Tumors.


ABSTRACT: Impacts of genetic and non-genetic intra-tumor heterogeneity (ITH) on tumor phenotypes and evolvability remain debated. We analyze ITH in lung squamous cell carcinoma at the levels of genome, transcriptome, and tumor-immune interactions and histopathological characteristics by multi-region bulk and single-cell sequencing. Genomic heterogeneity alone is a weak indicator of intra-tumor non-genetic heterogeneity at immune and transcriptomic levels that impact multiple cancer-related pathways, including those related to proliferation and inflammation, which in turn contribute to intra-tumor regional differences in histopathology and subtype classification. Tumor subclones have substantial differences in proliferation score, suggestive of non-neutral clonal dynamics. Proliferation and other cancer-related pathways also show intra-tumor regional differences, sometimes even within the same subclones. Neo-epitope burden negatively correlates with immune infiltration, indicating immune-mediated purifying selection on somatic mutations. Taken together, our observations suggest that non-genetic heterogeneity is a major determinant of heterogeneity in histopathological characteristics and impacts evolutionary dynamics in lung cancer.

SUBMITTER: Sharma A 

PROVIDER: S-EPMC6952742 | biostudies-literature | 2019 Nov

REPOSITORIES: biostudies-literature

altmetric image

Publications

Non-Genetic Intra-Tumor Heterogeneity Is a Major Predictor of Phenotypic Heterogeneity and Ongoing Evolutionary Dynamics in Lung Tumors.

Sharma Anchal A   Merritt Elise E   Hu Xiaoju X   Cruz Angelique A   Jiang Chuan C   Sarkodie Halle H   Zhou Zhan Z   Malhotra Jyoti J   Riedlinger Gregory M GM   De Subhajyoti S  

Cell reports 20191101 8


Impacts of genetic and non-genetic intra-tumor heterogeneity (ITH) on tumor phenotypes and evolvability remain debated. We analyze ITH in lung squamous cell carcinoma at the levels of genome, transcriptome, and tumor-immune interactions and histopathological characteristics by multi-region bulk and single-cell sequencing. Genomic heterogeneity alone is a weak indicator of intra-tumor non-genetic heterogeneity at immune and transcriptomic levels that impact multiple cancer-related pathways, inclu  ...[more]

Similar Datasets

| S-EPMC7901744 | biostudies-literature
| S-EPMC10142502 | biostudies-literature
| S-EPMC5505965 | biostudies-literature
2023-11-22 | GSE240278 | GEO
| S-EPMC4752889 | biostudies-literature
| S-EPMC2690502 | biostudies-other
| S-EPMC2898244 | biostudies-literature
| S-EPMC7610467 | biostudies-literature
| S-EPMC6491623 | biostudies-literature
| S-EPMC6602950 | biostudies-literature