Panorama of Chromosomal Instability in Lung Cancer
Yang, Y.; Zhong, X.; Phillips, W.; Zhao, W.; Hoang, P. H.; Wirth, C.; Yang, S.-R.; Leduc, C.; Baine, M. K.; Travis, W. D.; Sholl, L. M.; Joubert, P.; Homer, R.; Sang, J.; Khandekar, A.; McElderry, J. P.; Tran, T.-V.-T.; Hartman, C.; Miraftab, M.; Saha, M.; Lee, O. W.; Sharma, S.; Jones, K. M.; Zhu, B.; Diaz-Gay, M.; Edell, E. S.; Santamaria, J. M.; Schabath, M. B.; Yendamuri, S. S.; Manczuk, M.; Lissowska, J.; Swiatkowska, B.; Mukeria, A.; Shangina, O.; Zaridze, D.; Holcatova, I.; Janout, V.; Mates, D.; Ognjanovic, S.; Savic, M.; Kontic, M.; Bosse, Y.; Rothberg, B. E. G.; Christiani, D. C.; Ga
Show abstract
Lung cancer is a highly heterogeneous disease primarily driven by tobacco smoking. About 20% of lung cancers occur among patients who have never smoked (LCINS) with differences in patient ancestry, sex, tumor histology, and clinical features. Our understanding of chromosomal instability in lung cancer, especially LCINS, is still limited. Here, we perform a comprehensive study of 182,429 somatic structural variations (SVs) detected in 1,209 whole-genome sequenced lung cancers, of which 864 LCINS. SVs are more abundant in tumors from patients who have smoked (LCSS); however, they are more complex and play more important roles in tumorigenesis in LCINS. EGFR mutations and KRAS mutations profoundly and independently shape the SV landscape. EGFR-mutant tumors have higher SV burden and more cancer-driving SVs. In contrast, KRAS mutations are associated with lower SV burden and less driver SVs. We decompose 16 SV signatures for both complex and simple SVs that likely represent divergent molecular mechanisms. The SV breakpoints have distinct distributions across the genome depending on the signatures due to mutagenic mechanisms and positive selection. Many established cancer-driving genes are recurrently rearranged by multiple SV signatures suggesting functional convergence of these genome instability mechanisms.
Matching journals
The top 2 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
Similar papers in this journal
- FH variant pathogenicity promotes purine salvage pathway dependence in kidney cancer 96%
- Multimodal Spatial Profiling Reveals Immune Suppression and Microenvironment Remodeling in Fallopian Tube Precursors to High-Grade Serous Ovarian Carcinoma 95%
- Increased RNA and protein degradation is required for counteracting transcriptional burden and proteotoxic stress in human aneuploid cells 95%
Similar papers in this journal
Similar papers in this journal
- Cell cycle alterations associate with a redistribution of mutation rates across chromosomal domains in human cancers 96%
- Differential chromatin accessibility and transcriptional dynamics define breast cancer subtypes and their lineages 96%
- Multi-modal digital pathology for colorectal cancer diagnosis by high-plex immunofluorescence imaging and traditional histology of the same tissue section 96%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.