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Abstract
To predict outcome to combination bevacizumab (BVZ) therapy, we employed cell-free DNA (cfDNA) to determine chromosomal instability (CIN), nucleosome footprints (NF) and methylation profiles in metastatic colorectal cancer (mCRC) patients. Low-coverage whole-genome sequencing (LC-WGS) was performed on matched tumor and plasma samples, collected from 74 mCRC patients from the AC-ANGIOPREDICT Phase II trial (NCT01822444), and analysed for CIN and NFs. A validation cohort of plasma samples from the University Medical Center Mannheim (UMM) was similarly profiled. 61 AC-ANGIOPREDICT plasma samples collected before and following BVZ treatment were selected for targeted methylation sequencing. Using cfDNA CIN profiles, AC-ANGIOPREDICT samples were subtyped with 92.3% accuracy into low and high CIN clusters, with good concordance observed between matched plasma and tumor. Improved survival was observed in CIN-high patients. Plasma-based CIN clustering was validated in the UMM cohort. Methylation profiling identified differences in CIN-low vs. CIN high (AUC = 0.87). Moreover, significant methylation score decreases following BVZ was associated with improved outcome (p = 0.013). Analysis of CIN, NFs and methylation profiles from cfDNA in plasma samples facilitates stratification into CIN clusters which inform patient response to treatment.
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1 KU Leuven, Laboratory for Translational Genetics, Department of Human Genetics, Leuven, Belgium (GRID:grid.5596.f) (ISNI:0000 0001 0668 7884); VIB Center for Cancer Biology, Leuven, Belgium (GRID:grid.511459.d)
2 Royal College of Surgeons in Ireland, Precision Cancer Medicine Group, Department of Physiology and Medical Physics, Dublin, Ireland (GRID:grid.4912.e) (ISNI:0000 0004 0488 7120)
3 Royal College of Surgeons in Ireland, Centre for Systems Medicine, Department of Physiology and Medical Physics, Dublin, Ireland (GRID:grid.4912.e) (ISNI:0000 0004 0488 7120)
4 Heidelberg University, Department of Medicine II, University Medical Center Mannheim, Medical Faculty Mannheim, Mannheim, Germany (GRID:grid.7700.0) (ISNI:0000 0001 2190 4373); German Cancer Research Center (DKFZ), Junior Clinical Cooperation Unit Translational Gastrointestinal Oncology and Preclinical Models, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); DKFZ-Hector Cancer Institute at University Medical Center Mannheim, Mannheim, Germany (GRID:grid.411778.c) (ISNI:0000 0001 2162 1728); German Cancer Consortium (DKTK), Heidelberg, Germany (GRID:grid.411778.c) (ISNI:0000 0004 7865 6683)
5 Heidelberg University, Department of Medicine II, University Medical Center Mannheim, Medical Faculty Mannheim, Mannheim, Germany (GRID:grid.7700.0) (ISNI:0000 0001 2190 4373)
6 Heidelberg University, Department of Medicine II, University Medical Center Mannheim, Medical Faculty Mannheim, Mannheim, Germany (GRID:grid.7700.0) (ISNI:0000 0001 2190 4373); DKFZ-Hector Cancer Institute at University Medical Center Mannheim, Mannheim, Germany (GRID:grid.411778.c) (ISNI:0000 0001 2162 1728); European Molecular Biology Laboratory, Molecular Medicine Partnership Unit, Heidelberg, Germany (GRID:grid.4709.a) (ISNI:0000 0004 0495 846X)
7 University College Dublin, UCD Conway Institute of Biomolecular and Biomedical Science, Dublin, Ireland (GRID:grid.7886.1) (ISNI:0000 0001 0768 2743)
8 Royal College of Surgeons in Ireland, Department of Pharmacy and Biomolecular Sciences, Dublin, Ireland (GRID:grid.4912.e) (ISNI:0000 0004 0488 7120)
9 Cancer Trials Ireland, Dublin, Ireland (GRID:grid.476092.e)
10 Val d’Hebron Institute of Oncology, Barcelona, Spain (GRID:grid.476092.e) (ISNI:0000 0004 0563 8855)
11 Cancer Trials Ireland, Dublin, Ireland (GRID:grid.476092.e); Tallaght University Hospital, Department of Medical Oncology, Dublin, Ireland (GRID:grid.413305.0) (ISNI:0000 0004 0617 5936); St. Vincent’s University Hospital, Department of Medical Oncology, Dublin, Ireland (GRID:grid.412751.4) (ISNI:0000 0001 0315 8143)
12 Bon Secours Hospital Cork, Bon Secours Cork Cancer Centre, Cork, Ireland (GRID:grid.460892.1) (ISNI:0000 0004 0389 5639)
13 University Hospital Galway, Galway, Ireland (GRID:grid.412440.7) (ISNI:0000 0004 0617 9371)
14 Beaumont Hospital, Medical Oncology Department, Dublin, Ireland (GRID:grid.414315.6) (ISNI:0000 0004 0617 6058)
15 University Hospital Waterford, Department of Medical Oncology, South East Cancer Center, Waterford, Ireland (GRID:grid.416954.b) (ISNI:0000 0004 0617 9435)
16 Johannes-Gutenberg University Clinic, Department of Medicine, Mainz, Germany (GRID:grid.5802.f) (ISNI:0000 0001 1941 7111)