Kevin M. Boehm

Ovarian cancer mutational processes drive site-specific immune evasion

High-grade serous ovarian cancer is a genomically complex malignancy. Here the authors integrate whole-genome sequencing, single-cell RNA sequencing, digital histopathology and multiplexed immunofluorescence across 160 tumour sites from 42 patients, revealing that mutational processes shape site-specific immune evasion.

Multimodal data integration using machine learning improves risk stratification of high-grade serous ovarian cancer

Integration of genomic, histopathology, radiomics and clinical data using machine learning improves risk stratification for 444 patients with high-grade serous ovarian cancer.