Abstract 5045
Background
Systemic anti-cancer treatment is hampered by drug resistance (DR). However, little is known about the pharmacokinetic consequences of genetic changes in tumor cells. We hypothesize that somatic point mutations, small indels, copy number variations (sCNV) and/or structural variations in genes encoding drug transporters are drivers of DR mechanisms in tumor cells. We therefore performed an explorative analysis to quantify somatic aberrations that could reflect DR mechanisms and, in parallel, identify their stressors.
Methods
We interrogated whole-genome sequencing (WGS) data from a Dutch pan-cancer cohort of metastatic cancer patients (N = 3149 at ∼118x and matched peripheral blood at∼38x read depth), of which more than half had failed previous systemic treatment. Somatic aberrations (germline filtered) were analyzed in drug transporters (N = 51), present on the Drug Metabolizing Enzymes and Transporters (DMET™ plus) panel (v.32). Enrichment of somatic DR variants was estimated by assessing nonsynonymous/synonymous mutation ratio deviations (dN/dS) and sCNV were detected with GISTIC2.
Results
In total, 5137 somatic variants (2645 in treatment-naive and 2484 in pretreated patients) in drug transporter genes were observed in 1651 patients (52.4%) of whom 55.1% were systemically pretreated. Three genes (ABCB4, ABCC5, SLCO1B1) showed dN/dS enrichment (p = 0.0142 - 0.0364). sCNVs (N = 7656; 5849 deep gene-level gains and 1807 deletions) were observed in 1906 patients (60.5%). Interestingly, we identified 20 somatic DR-related variants in 12 patients (58.3% pretreated), not present in the matching germline samples, that were identical to SNP variants on DMET™ plus.
Conclusions
In the largest metastatic pan-cancer WGS cohort worldwide, we characterized the pharmacogenomic drug transporter landscape in tumor cells. Potentially, the incidence of somatic variants in pharmacogenes accounts for acquired DR in pretreated patients and/or intrinsic DR. We will extend our study with analyses of prior treatments and germline variations, in order to assess the clinical consequences of the variations and improve clinical decision-making.
Clinical trial identification
NCT01855477.
Editorial acknowledgement
Legal entity responsible for the study
The authors.
Funding
This publication and the underlying study have been made possible partly on the basis of the data that Hartwig Medical Foundation and the Center of Personalised Cancer Treatment (CPCT) have made available to the study.
Disclosure
C. van Herpen: Advisory/Consultancy: Bayer; Advisory/Consultancy, Research grant/Funding (institution): Bristol-Myers Squibb; Advisory / Consultancy, Research grant / Funding (institution): Ipsen; Advisory / Consultancy, Research grant / Funding (institution): MSD; Advisory / Consultancy: Regeneron; Research grant / Funding (institution): AstraZeneca; Research grant / Funding (institution): Merck; Research grant / Funding (institution): Novartis; Research grant / Funding (institution): Sanofi. R.H.J. Mathijssen: Research grant / Funding (institution), Travel / Accommodation / Expenses: Astellas; Research grant / Funding (institution), Travel / Accommodation / Expenses: Pfizer; Research grant / Funding (institution): Bayer; Research grant / Funding (institution): Boehringer; Research grant / Funding (institution): Cristal Therapeutics; Honoraria (self), Research grant / Funding (institution): Novartis; Research grant / Funding (institution): Pamgene; Research grant / Funding (institution): Roche; Research grant / Funding (institution): Sanofi; Honoraria (self): Servier. All other authors have declared no conflicts of interest.
Resources from the same session
2152 - Inferring the correlation between incidence rates of melanoma and the average tumor-specific epitope binding ability of HLA class I molecules in different populations
Presenter: Istvan Miklos
Session: Poster Display session 3
Resources:
Abstract
4382 - Thermal Liquid Biopsy as a Valuable Tool in Lung Cancer Screening Programs
Presenter: Alberto Rodrigo
Session: Poster Display session 3
Resources:
Abstract
2465 - Towards a screening test for cancer by circulating DNA analysis
Presenter: Rita Tanos
Session: Poster Display session 3
Resources:
Abstract
3788 - Evaluation of a successful launch of the MammaPrint and BluePrint NGS kit
Presenter: Leonie Delahaye
Session: Poster Display session 3
Resources:
Abstract
3863 - Analysis of prognostic factors on overall survival in elderly women treated for early breast cancer using data mining and machine learning
Presenter: Pierre Heudel
Session: Poster Display session 3
Resources:
Abstract
1993 - Circulating tumor cell detection in epithelial ovarian cancer using dual-component antibodies targeting EpCAM and FRα
Presenter: Na Li
Session: Poster Display session 3
Resources:
Abstract
4281 - CEUS of the breast: Is it feasible in improved performance of BI-RADS evaluation of critical breast lesions?——A multi-center prospective study in China
Presenter: Jun Luo
Session: Poster Display session 3
Resources:
Abstract
2268 - Classification of abnormal findings on ring-type dedicated breast PET for detecting breast cancer
Presenter: Shinsuke Sasada
Session: Poster Display session 3
Resources:
Abstract
4035 - Prediction of benign and malignant breast masses using digital mammograms texture features
Presenter: Cui Yanhua
Session: Poster Display session 3
Resources:
Abstract
5678 - Nanomaterials Augmented LDI-TOF-MS for Hepatocellular Carcinoma Diagnosis and Classification
Presenter: Jian Zhou
Session: Poster Display session 3
Resources:
Abstract