Breakage fusion bridge cycles drive high oncogene number with moderate intratumoural heterogeneity
Abstract
Abstract Oncogene amplification is a key driver of cancer pathogenesis. Both breakage fusion bridge (BFB) cycles and extrachromosomal DNA (ecDNA) can lead to high oncogene copy numbers, but the impact of BFB amplifications on intratumoral heterogeneity, treatment response, and patient survival remains poorly understood due to detection challenges with DNA sequencing. We introduce an algorithm, OM2BFB, designed to detect and reconstruct BFB amplifications using optical genome mapping (OGM). OM2BFB demonstrates high precision (>93%) and recall (92%) in identifying BFB amplifications across cancer cell lines, patient-derived xenograft models, and primary tumors. Comparisons using OGM reveal that BFB detection with our AmpliconSuite toolkit for short-read sequencing also achieves high precision, though with reduced sensitivity. We identify 371 BFB events through whole genome sequencing of 2557 primary tumors and cancer cell lines. BFB amplifications are prevalent in cervical, head and neck, lung, and esophageal cancers, but rare in brain cancers. Genes amplified through BFB exhibit lower expression variance, with limited potential for regulatory adaptation compared to ecDNA-amplified genes. Tumors with BFB amplifications (BFB(+)) show reduced structural heterogeneity in amplicons and delayed resistance onset relative to ecDNA(+) tumors. These findings highlight ecDNA and BFB amplifications as distinct oncogene amplification mechanisms with differing biological characteristics, suggesting distinct avenues for therapeutic intervention.
Article Details
Authors (30)
Siavash Raeisi Dehkordi
Ivy Tsz-Lo Wong
Jing Ni
Jens Luebeck
Kaiyuan Zhu
Gino Prasad
Lena Krockenberger
Guanghui Xu
Biswanath Chowdhury
Utkrisht Rajkumar
Ann Caplin
Daniel Muliaditan
Aditi Gnanasekar
Ceyda Coruh
Qiushi Jin
Kristen Turner
Shu Xian Teo
Andy Wing Chun Pang
Bionano Genomics Inc
Ludmil B. Alexandrov
Christelle En Lin Chua
Frank B. Furnari
John Maciejowski
Thomas G. Paulson
Julie A. Law
Plant Molecular and Cellular Biology Laboratory, Salk Institute for Biological Studies
Howard Y. Chang
Feng Yue
Ramanuj DasGupta
Jean Zhao
Paul S. Mischel
Vineet Bafna