Impact of genetic counselling strategy on diagnostic yield and workload for whole genome sequencing-based tumour diagnostics

Whole genome sequencing (WGS) enables comprehensive molecular analysis of tumours and identification of hereditary cancer predisposition. According to the guidelines, directly determining pathogenic germline variants (PGVs) requires pre-test genetic counselling, which is cost-ineffective. Referral for genetic counselling based on tumour variants alone could miss relevant PGVs and/or result in unnecessary referrals. Here we sought to determine the optimal strategy with high PGV yield and a low number-needed-to counsel (NTC). Therefore, we compared the PGV yield and NTC of three simulated strategies, using paired tumour-normal WGS data from 937 metastatic patients. In strategy-1 genetic counselling of all 937 patients prior to the WGS-tumour testing allowed direct PGV analysis using a tumour type-specific gene panel. In strategy-2 and -3, germline testing and referral for post-test genetic counselling is based on tumour variants using adjusted Dutch guidelines (strategy-2) or ESMO-Precision Medicine Working Group recommendations (strategy-3). In strategy-1, clinically relevant PGVs would be detected in 50 patients (NTC=18.7). In strategy-2, 86 patients would have been referred for genetic counselling and 43 would have clinically relevant PGVs (NTC=2). In strategy-3, 94 patients would have been referred for genetic counselling and 32 would have clinically relevant PGVs (NTC=2.9). Hence, in strategy-2 and -3, 43 and 62 patients, respectively, were unnecessarily referred based on a somatic variant, primarily in BRCA1/2, PALB2, MLH1, and MSH2/6 genes. Both post-tumour test counselling strategies (2 and 3) had significantly lower NTC compared to pre-tumour test counselling (strategy-1). The adjusted Dutch guidelines had the highest PGV yield per NTC since it was also based on clinical criteria. Both post-tumour test counselling strategies could be improved by using a hybrid approach of directly analysing hereditary predisposition with counselling through mainstreaming for BRCA1/2, PALB2, MLH1, and MSH2/6 genes, along with tumour type-specific strategies for other cancer predisposition genes.

[1]  J. Kirk,et al.  Mainstream genetic testing for high‐grade ovarian, tubal and peritoneal cancers: A tertiary referral centre experience , 2023, The Australian & New Zealand journal of obstetrics & gynaecology.

[2]  L. Kiemeney,et al.  Mainstream germline genetic testing in men with metastatic prostate cancer: design and protocol for a multicenter observational study , 2022, BMC Cancer.

[3]  E. Cuppen,et al.  Complete genomic characterization in patients with cancer of unknown primary origin in routine diagnostics , 2022, ESMO open.

[4]  M. Berger,et al.  Germline-focused analysis of tumour-detected variants in 49,264 cancer patients: ESMO Precision Medicine Working Group recommendations. , 2022, Annals of oncology : official journal of the European Society for Medical Oncology.

[5]  R. Zweemer,et al.  Mainstream genetic testing for women with ovarian cancer provides a solid basis for patients to make a well-informed decision about genetic testing , 2022, Hereditary cancer in clinical practice.

[6]  M. van der Aa,et al.  Mainstream germline genetic testing for patients with epithelial ovarian cancer leads to higher testing rates and a reduction in genetics-related healthcare costs from a healthcare payer perspective. , 2022, Gynecologic oncology.

[7]  E. Cuppen,et al.  Feasibility of whole‐genome sequencing‐based tumor diagnostics in routine pathology practice , 2022, The Journal of pathology.

[8]  L. Fallowfield,et al.  Talking about Risk, UncertaintieS of Testing IN Genetics (TRUSTING): development and evaluation of an educational programme for healthcare professionals about BRCA1 & BRCA2 testing , 2022, British Journal of Cancer.

[9]  T. Klein,et al.  ACMG SF v3.1 list for reporting of secondary findings in clinical exome and genome sequencing: A policy statement of the American College of Medical Genetics and Genomics (ACMG). , 2022, Genetics in medicine : official journal of the American College of Medical Genetics.

[10]  Vera M Witjes,et al.  Healthcare professionals’ perspectives on implementation of universal tumor DNA testing in ovarian cancer patients: multidisciplinary focus groups , 2022, Familial Cancer.

[11]  M. Kibukawa,et al.  Evaluation of the TruSight Oncology 500 Assay for Routine Clinical Testing of Tumor Mutational Burden and Clinical Utility for Predicting Response to Pembrolizumab. , 2022, The Journal of molecular diagnostics : JMD.

[12]  L. Kiemeney,et al.  The Feasibility of Implementing Mainstream Germline Genetic Testing in Routine Cancer Care—A Systematic Review , 2022, Cancers.

[13]  J. Brenton,et al.  European Experts Consensus: BRCA/Homologous Recombination Deficiency Testing in First-Line Ovarian Cancer. , 2021, Annals of oncology : official journal of the European Society for Medical Oncology.

[14]  K. Offit,et al.  Uptake and acceptability of a mainstreaming model of hereditary cancer multigene panel testing among patients with ovarian, pancreatic, and prostate cancer , 2021, Genetics in Medicine.

[15]  Samuel V. Angiuoli,et al.  Next-Generation Sequencing Concordance Analysis of Comprehensive Solid Tumor Profiling between a Centralized Specialty Laboratory and the Decentralized Personal Genome Diagnostics elio Tissue Complete Kitted Solution , 2021, The Journal of molecular diagnostics : JMD.

[16]  N. Schultz,et al.  Therapeutic Implications of Germline Testing in Patients With Advanced Cancers , 2021, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[17]  R. Gelber,et al.  Adjuvant Olaparib for Patients with BRCA1- or BRCA2-Mutated Breast Cancer. , 2021, The New England journal of medicine.

[18]  Kuan-lin Huang,et al.  The Functional Hallmarks of Cancer Predisposition Genes , 2021, Cancer management and research.

[19]  A. Hoischen,et al.  Clinical validation of Whole Genome Sequencing for cancer diagnostics. , 2021, The Journal of molecular diagnostics : JMD.

[20]  E. Cuppen,et al.  Study protocol: Whole genome sequencing Implementation in standard Diagnostics for Every cancer patient (WIDE) , 2020, BMC medical genomics.

[21]  David P. Smith,et al.  Evaluation of a Mainstream Model of Genetic Testing for Men With Prostate Cancer. , 2020, JCO oncology practice.

[22]  O. Ceyhan-Birsoy,et al.  Evolving Significance of Tumor-Normal Sequencing in Cancer Care. , 2020, Trends in cancer.

[23]  E. Winer,et al.  Reversion and non-reversion mechanisms of resistance to PARP inhibitor or platinum chemotherapy in BRCA1/2-mutant metastatic breast cancer , 2019, bioRxiv.

[24]  E. Martinelli,et al.  Hereditary gastrointestinal cancers: ESMO Clinical Practice Guidelines for diagnosis, treatment and follow-up. , 2019, Annals of oncology : official journal of the European Society for Medical Oncology.

[25]  S. Loi,et al.  Olaparib for Metastatic Breast Cancer in Patients with a Germline BRCA Mutation. , 2017, The New England journal of medicine.

[26]  N. Socci,et al.  Tumour lineage shapes BRCA-mediated phenotypes , 2019, Nature.

[27]  E. Winer,et al.  Reversion and non-reversion mechanisms of resistance (MoR) to PARP inhibitor (PARPi) or platinum chemotherapy (chemotx) in patients (pts) with BRCA1/2-mutant metastatic breast cancer (MBC). , 2019, Journal of Clinical Oncology.

[28]  B. Taylor,et al.  Germline-focussed analysis of tumour-only sequencing: recommendations from the ESMO Precision Medicine Working Group , 2019, Annals of oncology : official journal of the European Society for Medical Oncology.

[29]  A. Bardelli,et al.  Exploiting DNA repair defects in colorectal cancer , 2019, Molecular oncology.

[30]  E. Gallardo,et al.  PROREPAIR-B: A Prospective Cohort Study of the Impact of Germline DNA Repair Mutations on the Outcomes of Patients With Metastatic Castration-Resistant Prostate Cancer. , 2019, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[31]  Gabe S. Sonke,et al.  Maintenance Olaparib in Patients with Newly Diagnosed Advanced Ovarian Cancer , 2018, The New England journal of medicine.

[32]  S. Sleijfer,et al.  Pan-cancer whole genome analyses of metastatic solid tumors , 2018, bioRxiv.

[33]  M. Ladanyi,et al.  Prevalence of Germline Mutations in Cancer Susceptibility Genes in Patients With Advanced Renal Cell Carcinoma , 2018, JAMA oncology.

[34]  W. Eiermann,et al.  Talazoparib in Patients with Advanced Breast Cancer and a Germline BRCA Mutation , 2018, The New England journal of medicine.

[35]  S. Richard,et al.  Guidelines for reporting secondary findings of genome sequencing in cancer genes: the SFMPP recommendations , 2018, European Journal of Human Genetics.

[36]  Steven J. M. Jones,et al.  Pathogenic Germline Variants in 10,389 Adult Cancers. , 2018, Cell.

[37]  Nathanael D. Moore,et al.  Inherited DNA Repair Defects in Colorectal Cancer , 2018, bioRxiv.

[38]  M. Dwyer,et al.  NCCN Guidelines Insights: Genetic/Familial High-Risk Assessment: Colorectal, Version 3.2017. , 2017, Journal of the National Comprehensive Cancer Network : JNCCN.

[39]  P. Kantoff,et al.  Mutation Detection in Patients With Advanced Cancer by Universal Sequencing of Cancer-Related Genes in Tumor and Normal DNA vs Guideline-Based Germline Testing , 2017, JAMA.

[40]  Ludmila V. Danilova,et al.  Mismatch repair deficiency predicts response of solid tumors to PD-1 blockade , 2017, Science.

[41]  Donavan T. Cheng,et al.  Mutational Landscape of Metastatic Cancer Revealed from Prospective Clinical Sequencing of 10,000 Patients , 2017, Nature Medicine.

[42]  Tao Wang,et al.  Diagnostic Yield of Clinical Tumor and Germline Whole-Exome Sequencing for Children With Solid Tumors. , 2016, JAMA oncology.

[43]  Ann M. Bailey,et al.  Incidental germline variants in 1000 advanced cancers on a prospective somatic genomic profiling protocol. , 2016, Annals of oncology : official journal of the European Society for Medical Oncology.

[44]  Lisle E. Mose,et al.  Germline Analysis from Tumor–Germline Sequencing Dyads to Identify Clinically Actionable Secondary Findings , 2016, Clinical Cancer Research.

[45]  Li Ding,et al.  Patterns and functional implications of rare germline variants across 12 cancer types , 2015, Nature Communications.

[46]  Li Ding,et al.  Germline Mutations in Predisposition Genes in Pediatric Cancer. , 2015, The New England journal of medicine.

[47]  Theresa Zhang,et al.  Personalized genomic analyses for cancer mutation discovery and interpretation , 2015, Science Translational Medicine.

[48]  Nazneen Rahman,et al.  Realizing the promise of cancer predisposition genes , 2014, Nature.

[49]  S. Friedman,et al.  NCCN Guidelines Insights: Genetic/Familial High-Risk Assessment: Breast and Ovarian, Version 2.2017. , 2017, Journal of the National Comprehensive Cancer Network : JNCCN.

[50]  Donavan T. Cheng,et al.  Germline Variants in Targeted Tumor Sequencing Using Matched Normal DNA. , 2016, JAMA oncology.

[51]  A. Horwich,et al.  Prostate cancer: ESMO Clinical Practice Guidelines for diagnosis, treatment and follow-up. , 2010, Annals of oncology : official journal of the European Society for Medical Oncology.