Pan-cancer analysis of whole genomes

Cancer is driven by genetic change, and the advent of massively parallel sequencing has enabled systematic documentation of this variation at the whole-genome scale1-3. Here we report the integrative analysis of 2,658 whole-cancer genomes and their matching normal tissues across 38 tumour types from the Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium of the International Cancer Genome Consortium (ICGC) and The Cancer Genome Atlas (TCGA). We describe the generation of the PCAWG resource, facilitated by international data sharing using compute clouds. On average, cancer genomes contained 4-5 driver mutations when combining coding and non-coding genomic elements; however, in around 5% of cases no drivers were identified, suggesting that cancer driver discovery is not yet complete. Chromothripsis, in which many clustered structural variants arise in a single catastrophic event, is frequently an early event in tumour evolution; in acral melanoma, for example, these events precede most somatic point mutations and affect several cancer-associated genes simultaneously. Cancers with abnormal telomere maintenance often originate from tissues with low replicative activity and show several mechanisms of preventing telomere attrition to critical levels. Common and rare germline variants affect patterns of somatic mutation, including point mutations, structural variants and somatic retrotransposition. A collection of papers from the PCAWG Consortium describes non-coding mutations that drive cancer beyond those in the TERT promoter4; identifies new signatures of mutational processes that cause base substitutions, small insertions and deletions and structural variation5,6; analyses timings and patterns of tumour evolution7; describes the diverse transcriptional consequences of somatic mutation on splicing, expression levels, fusion genes and promoter activity8,9; and evaluates a range of more-specialized features of cancer genomes8,10-18.

Association of Distinct Mutational Signatures With Correlates of Increased Immune Activity in Pancreatic Ductal Adenocarcinoma

IMPORTANCE

Outcomes for patients with pancreatic ductal adenocarcinoma (PDAC) remain poor. Advances in next-generation sequencing provide a route to therapeutic approaches, and integrating DNA and RNA analysis with clinicopathologic data may be a crucial step toward personalized treatment strategies for this disease.

OBJECTIVE

To classify PDAC according to distinct mutational processes, and explore their clinical significance.

DESIGN, SETTING, AND PARTICIPANTS

We performed a retrospective cohort study of resected PDAC, using cases collected between 2008 and 2015 as part of the International Cancer Genome Consortium. The discovery cohort comprised 160 PDAC cases from 154 patients (148 primary; 12 metastases) that underwent tumor enrichment prior to whole-genome and RNA sequencing. The replication cohort comprised 95 primary PDAC cases that underwent whole-genome sequencing and expression microarray on bulk biospecimens.

MAIN OUTCOMES AND MEASURES

Somatic mutations accumulate from sequence-specific processes creating signatures detectable by DNA sequencing. Using nonnegative matrix factorization, we measured the contribution of each signature to carcinogenesis, and used hierarchical clustering to subtype each cohort. We examined expression of antitumor immunity genes across subtypes to uncover biomarkers predictive of response to systemic therapies.

RESULTS

The discovery cohort was 53% male (n = 79) and had a median age of 67 (interquartile range, 58-74) years. The replication cohort was 50% male (n = 48) and had a median age of 68 (interquartile range, 60-75) years. Five predominant mutational subtypes were identified that clustered PDAC into 4 major subtypes: age related, double-strand break repair, mismatch repair, and 1 with unknown etiology (signature 8). These were replicated and validated. Signatures were faithfully propagated from primaries to matched metastases, implying their stability during carcinogenesis. Twelve of 27 (45%) double-strand break repair cases lacked germline or somatic events in canonical homologous recombination genes-BRCA1, BRCA2, or PALB2. Double-strand break repair and mismatch repair subtypes were associated with increased expression of antitumor immunity, including activation of CD8-positive T lymphocytes (GZMA and PRF1) and overexpression of regulatory molecules (cytotoxic T-lymphocyte antigen 4, programmed cell death 1, and indolamine 2,3-dioxygenase 1), corresponding to higher frequency of somatic mutations and tumor-specific neoantigens.

CONCLUSIONS AND RELEVANCE

Signature-based subtyping may guide personalized therapy of PDAC in the context of biomarker-driven prospective trials.

Candidate DNA repair susceptibility genes identified by exome sequencing in high-risk pancreatic cancer

The genetic basis underlying the majority of hereditary pancreatic adenocarcinoma (PC) is unknown. Since DNA repair genes are widely implicated in gastrointestinal malignancies, including PC, we hypothesized that there are novel DNA repair PC susceptibility genes. As germline DNA repair gene mutations may lead to PC subtypes with selective therapeutic responses, we also hypothesized that there is an overall survival (OS) difference in mutation carriers versus non-carriers. We therefore interrogated the germline exomes of 109 high-risk PC cases for rare protein-truncating variants (PTVs) in 513 putative DNA repair genes. We identified PTVs in 41 novel genes among 36 kindred. Additional genetic evidence for causality was obtained for 17 genes, with FAN1, NEK1 and RHNO1 emerging as the strongest candidates. An OS difference was observed for carriers versus non-carriers of PTVs with early stage (≤IIB) disease. This adverse survival trend in carriers with early stage disease was also observed in an independent series of 130 PC cases. We identified candidate DNA repair PC susceptibility genes and suggest that carriers of a germline PTV in a DNA repair gene with early stage disease have worse survival.

Abstract B113: Prevalence of germline BRCA and mismatch repair (MMR) gene mutations in pancreatic cancer

Background: Germline mutations of BRCA1, BRCA2, MLH1, MSH2, and MSH6 are known to increase risk of pancreatic cancer. However, the prevalence of pathogenic germline mutations of these genes among pancreatic cancer patients is unknown. Accurately characterizing the frequencies of mutations of these genes will inform patient selection for future gene discovery studies and, clinically, foster screening strategies and tailored treatments.

Objective: To determine the prevalence of pathogenic germline mutations of BRCA1, BRCA2, MLH1, MSH2, and MSH6 in a cohort of pancreatic cancer patients, and to determine the association between mutation carrier status and personal and family history of cancer.

Methods: The Ontario Pancreas Cancer Study (OPCS) enrolls all consenting participants with a diagnosis of pancreatic cancer into a province-wide electronic pathology database. A cross-sectional sample of 300 patients from 715 OPCS probands enrolled between April 2003 and August 2012 were randomly selected from three strata based on a family history of pancreatic, breast, and ovarian cancer. Targeted next-generation sequencing was successfully performed on germline DNA from 291 of the 300 selected probands. Mutations were classified as benign, of unknown significance, or pathogenic by literature and database review. Pathogenic mutations were confirmed with Sanger sequencing. Prevalence estimates representing the whole OPCS were estimated using the Horvitz-Thompson estimator. Univariate analysis determined association between carrier status and clinical covariates, and regression analysis for overall survival.

Results: A total of 7 pathogenic germline mutations were identified: 1 BRCA1, 2 BRCA2, 1 MLH1, 2 MSH2, and 1 MSH6. The estimated prevalence of pathogenic mutations in BRCA1 and BRCA2 among probands in this OPCS series was 1.1% (95% confidence interval: 0.1-2.0%); in the mismatch repair genes MLH1, MSH2, and MSH6 it was 1.5% (0.3-2.6%). Both a personal history of colorectal cancer and a first-degree relative with colorectal cancer, breast cancer, or melanoma were significantly associated (p<0.001 and p<0.01, respectively) with MMR mutations. There were no significant differences in tumor location within the pancreas (head/uncinate versus body/tail), clinical nodal status, rates of resection, age at diagnosis, BMI, history of smoking, history of pancreatitis, family history of pancreatic cancer, family history of colorectal cancer, or differences in survival between the MMR or sporadic cohorts.

Conclusion: This study is the first to quantify population-based prevalences of germline mutations of BRCA1, BRCA2, MLH1, MSH2, and MSH6 in pancreatic cancer. Surprisingly, the prevalence of pathogenic germline mutations of the MMR genes in pancreatic cancer is higher than expected, and is comparable to that of BRCA1 and BRCA2. The prevalence of the MMR germline mutations is also comparable to the prevalence of MMR germline mutations in colorectal cancer cohorts. Relatives who carry MMR gene mutations can benefit from tailored cancer prevention strategies; thus mutational analysis of MLH1, MSH2, and MSH6 should be included in molecular genetic testing and counseling strategies for pancreatic cancer patients, especially those with a family history of malignancy. Translational studies will follow to determine if stratifying pancreatic cancer risk by familial susceptibility genes, as in colorectal cancer, fosters tailored and cost-effective primary and secondary prevention strategies for carriers. Moreover, unique chemotherapy sensitivity and resistance patterns would be expected for MMR-associated pancreatic cancer, as is emerging for BRCA-associated pancreatic cancer.

Citation Format: Iris Selander, Robert Grant, Ashton Connor, Shamini Selvarajah, Ayelet Borgida, Laurent Briollais, Jordan Lerner-Ellis, Spring Holter, Steven Gallinger. Prevalence of germline BRCA and mismatch repair (MMR) gene mutations in pancreatic cancer. [abstract]. In: Proceedings of the AACR Special Conference on Pancreatic Cancer: Innovations in Research and Treatment; May 18-21, 2014; New Orleans, LA. Philadelphia (PA): AACR; Cancer Res 2015;75(13 Suppl):Abstract nr B113.

Prevalence of germline mutations in cancer predisposition genes in patients with pancreatic cancer

BACKGROUND & AIMS

We investigated the prevalence of germline mutations in APC, ATM, BRCA1, BRCA2, CDKN2A, MLH1, MSH2, MSH6, PALB2, PMS2, PRSS1, STK11, and TP53 in patients with pancreatic cancer.

METHODS

The Ontario Pancreas Cancer Study enrolls consenting participants with pancreatic cancer from a province-wide electronic pathology database; 708 probands were enrolled from April 2003 through August 2012. To improve the precision of BRCA2 prevalence estimates, 290 probands were selected from 3 strata, based on family history of breast and/or ovarian cancer, pancreatic cancer, or neither. Germline DNA was analyzed by next-generation sequencing using a custom multiple-gene panel. Mutation prevalence estimates were calculated from the sample for the entire cohort.

RESULTS

Eleven pathogenic mutations were identified: 3 in ATM, 1 in BRCA1, 2 in BRCA2, 1 in MLH1, 2 in MSH2, 1 in MSH6, and 1 in TP53. The prevalence of mutations in all 13 genes was 3.8% (95% confidence interval, 2.1%-5.6%). Carrier status was associated significantly with breast cancer in the proband or first-degree relative (P < .01), and with colorectal cancer in the proband or first-degree relative (P < .01), but not family history of pancreatic cancer, age at diagnosis, or stage at diagnosis. Of patients with a personal or family history of breast and colorectal cancer, 10.7% (95% confidence interval, 4.4%-17.0%) and 11.1% (95% confidence interval, 3.0%-19.1%) carried pathogenic mutations, respectively.

CONCLUSIONS

A small but clinically important proportion of pancreatic cancer is associated with mutations in known predisposition genes. The heterogeneity of mutations identified in this study shows the value of using a multiple-gene panel in pancreatic cancer.

Abstract 09: Contribution of known and novel BRCA-mediated DNA repair pathway genes to pancreatic cancer susceptibility

Although 10% of pancreatic adenocarcinoma (PC) cases cluster in families, the genetic basis underlying most familial PC cases is unknown. Mutations in the BRCA-pathway genes (BRCA1/2, PALB2) are rare causes of PC, but may have a more significant role in French-Canadians (FC), a population enriched with founder mutations in these genes. We have hypothesized that 1) mutations in the BRCA-pathway genes represent 5% of the genetic susceptibility to PC in French-Canadians and, 2) that familial PC cases without mutations in known PC susceptibility genes have causative mutations in other tumor suppressor genes.

In a prospective clinic-based study, we screened unselected incident PC cases with FC ancestry (n=52) for the common FC founder mutations (n=20) and uncovered the PALB2:c.2323C&gt;T and BRCA2:c.3170_3174delAGAAA founder mutations in 2 kindreds. Additionally, we identified a novel loss-of-function BRCA2 mutation in a 3rd FC family. Since the role of PALB2 as a PC susceptibility gene is not well established, we provide supporting evidence by confirming mutation segregation with disease, as well as loss of the wild-type allele in the corresponding tumours. Of note, both BRCA2 mutation carriers were treated with platinum-based chemotherapy, targeting DNA repair defects in their tumors, and demonstrated marked tumor responses.

To search for novel genetic causes of PC, we identified 99 high-risk families, including cases with 2 or more PC-affected relatives or early onset PC presentations, collected prospectively through the Quebec and Ontario Pancreas Cancer Studies. We employed exome sequencing to interrogate all of the protein-coding regions of the human genome in these 99 high-risk cases, as well as in 13 PC-affected relatives. Although these investigations did not reveal a single gene to explain the unaccounted fraction of familial PC, we identified 9 putative familial PC genes with rare, loss-of-function variants among multiple high-risk families. Two of these candidate familial PC genes are involved in the BRCA-mediated DNA repair pathway.

Our data suggest that BRCA-pathway mutations may contribute significantly to PC susceptibility in French-Canadians and that mutation carriers have improved clinical outcomes if treated with agents that target BRCA-deficient cells. As well, we have identified 9 novel familial PC candidate genes, including 2 genes that are involved in the BRCA-pathway.

Citation Format: Alyssa Smith, Robert Grant, Anita Hall, Najmeh Alirezaie, Spring Holter, Thomas Whelan, Iris Selander, Treasa McPherson, John McPherson, Atilla Omeroglu, Jacek Majewski, William Foulkes, Steven Gallinger, George Zogopoulos. Contribution of known and novel BRCA-mediated DNA repair pathway genes to pancreatic cancer susceptibility. [abstract]. In: Proceedings of the AACR Special Conference: Cancer Susceptibility and Cancer Susceptibility Syndromes; Jan 29-Feb 1, 2014; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2014;74(23 Suppl):Abstract nr 09. doi:10.1158/1538-7445.CANSUSC14-09