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1.
Nat Commun ; 14(1): 4239, 2023 07 15.
Article in English | MEDLINE | ID: mdl-37454136

ABSTRACT

A variety of mutational processes drive cancer development, but their dynamics across the entire disease spectrum from pre-cancerous to advanced neoplasia are poorly understood. We explore the mutagenic processes shaping oesophageal adenocarcinoma tumorigenesis in 997 instances comprising distinct stages of this malignancy, from Barrett Oesophagus to primary tumours and advanced metastatic disease. The mutational landscape is dominated by the C[T > C/G]T substitution enriched signatures SBS17a/b, which are linked with TP53 mutations, increased proliferation, genomic instability and disease progression. The APOBEC mutagenesis signature is a weak but persistent signal amplified in primary tumours. We also identify prevalent alterations in DNA damage repair pathways, with homologous recombination, base and nucleotide excision repair and translesion synthesis mutated in up to 50% of the cohort, and surprisingly uncoupled from transcriptional activity. Among these, the presence of base excision repair deficiencies show remarkably poor prognosis in the cohort. In this work, we provide insights on the mutational aetiology and changes enabling the transition from pre-neoplastic to advanced oesophageal adenocarcinoma.


Subject(s)
Adenocarcinoma , Esophageal Neoplasms , Humans , Mutation , Mutagenesis , Esophageal Neoplasms/genetics , Adenocarcinoma/genetics
2.
Commun Biol ; 5(1): 335, 2022 04 08.
Article in English | MEDLINE | ID: mdl-35396535

ABSTRACT

Oesophageal adenocarcinoma (OAC) provides an ideal case study to characterize large-scale rearrangements. Using whole genome short-read sequencing of 383 cases, for which 214 had matched whole transcriptomes, we observed structural variations (SV) with a predominance of deletions, tandem duplications and inter-chromosome junctions that could be identified as LINE-1 mobile element (ME) insertions. Complex clusters of rearrangements resembling breakage-fusion-bridge cycles or extrachromosomal circular DNA accounted for 22% of complex SVs affecting known oncogenes. Counting SV events affecting known driver genes substantially increased the recurrence rates of these drivers. After excluding fragile sites, we identified 51 candidate new drivers in genomic regions disrupted by SVs, including ETV5, KAT6B and CLTC. RUNX1 was the most recurrently altered gene (24%), with many deletions inactivating the RUNT domain but preserved the reading frame, suggesting an altered protein product. These findings underscore the importance of identification of SV events in OAC with implications for targeted therapies.


Subject(s)
Adenocarcinoma , Esophageal Neoplasms , Adenocarcinoma/genetics , Esophageal Neoplasms/genetics , Genome, Human , Histone Acetyltransferases/genetics , Humans , Whole Genome Sequencing
3.
Nat Med ; 26(11): 1726-1732, 2020 11.
Article in English | MEDLINE | ID: mdl-32895572

ABSTRACT

Recent studies show that aneuploidy and driver gene mutations precede cancer diagnosis by many years1-4. We assess whether these genomic signals can be used for early detection and pre-emptive cancer treatment using the neoplastic precursor lesion Barrett's esophagus as an exemplar5. Shallow whole-genome sequencing of 777 biopsies, sampled from 88 patients in Barrett's esophagus surveillance over a period of up to 15 years, shows that genomic signals can distinguish progressive from stable disease even 10 years before histopathological transformation. These findings are validated on two independent cohorts of 76 and 248 patients. These methods are low-cost and applicable to standard clinical biopsy samples. Compared with current management guidelines based on histopathology and clinical presentation, genomic classification enables earlier treatment for high-risk patients as well as reduction of unnecessary treatment and monitoring for patients who are unlikely to develop cancer.


Subject(s)
Barrett Esophagus/genetics , DNA Copy Number Variations/genetics , Esophageal Neoplasms/genetics , Precancerous Conditions/genetics , Aged , Aneuploidy , Barrett Esophagus/epidemiology , Barrett Esophagus/pathology , Biopsy , Esophageal Neoplasms/epidemiology , Esophageal Neoplasms/pathology , Female , Genome, Human/genetics , Genomics , Humans , Male , Middle Aged , Precancerous Conditions/epidemiology , Precancerous Conditions/pathology , Whole Genome Sequencing
4.
Nat Commun ; 11(1): 3166, 2020 06 23.
Article in English | MEDLINE | ID: mdl-32576827

ABSTRACT

Mutational processes acting on cancer genomes can be traced by investigating mutational signatures. Because high sequencing costs limit current studies to small numbers of good-quality samples, we propose a robust, cost- and time-effective method, called mutREAD, to detect mutational signatures from small quantities of DNA, including degraded samples. We show that mutREAD recapitulates mutational signatures identified by whole genome sequencing, and will ultimately allow the study of mutational signatures in larger cohorts and, by compatibility with formalin-fixed paraffin-embedded samples, in clinical settings.


Subject(s)
DNA Mutational Analysis/methods , DNA, Neoplasm/isolation & purification , Genetic Testing/methods , Mutation , Neoplasms/genetics , Computational Biology , DNA Primers , Genes, Neoplasm/genetics , Genome, Human , Humans , Sequence Analysis, DNA/methods , Whole Genome Sequencing
5.
Gastroenterology ; 158(6): 1682-1697.e1, 2020 05.
Article in English | MEDLINE | ID: mdl-32032585

ABSTRACT

BACKGROUND & AIMS: Esophageal adenocarcinomas (EACs) are heterogeneous and often preceded by Barrett's esophagus (BE). Many genomic changes have been associated with development of BE and EAC, but little is known about epigenetic alterations. We performed epigenetic analyses of BE and EAC tissues and combined these data with transcriptome and genomic data to identify mechanisms that control gene expression and genome integrity. METHODS: In a retrospective cohort study, we collected tissue samples and clinical data from 150 BE and 285 EAC cases from the Oesophageal Cancer Classification and Molecular Stratification consortium in the United Kingdom. We analyzed methylation profiles of all BE and EAC tissues and assigned them to subgroups using non-negative matrix factorization with k-means clustering. Data from whole-genome sequencing and transcriptome studies were then incorporated; we performed integrative methylation and RNA-sequencing analyses to identify genes that were suppressed with increased methylation in promoter regions. Levels of different immune cell types were computed using single-sample gene set enrichment methods. We derived 8 organoids from 8 EAC tissues and tested their sensitivity to different drugs. RESULTS: BE and EAC samples shared genome-wide methylation features, compared with normal tissues (esophageal, gastric, and duodenum; controls) from the same patients and grouped into 4 subtypes. Subtype 1 was characterized by DNA hypermethylation with a high mutation burden and multiple mutations in genes in cell cycle and receptor tyrosine signaling pathways. Subtype 2 was characterized by a gene expression pattern associated with metabolic processes (ATP synthesis and fatty acid oxidation) and lack methylation at specific binding sites for transcription factors; 83% of samples of this subtype were BE and 17% were EAC. The third subtype did not have changes in methylation pattern, compared with control tissue, but had a gene expression pattern that indicated immune cell infiltration; this tumor type was associated with the shortest time of patient survival. The fourth subtype was characterized by DNA hypomethylation associated with structure rearrangements, copy number alterations, with preferential amplification of CCNE1 (cells with this gene amplification have been reported to be sensitive to CDK2 inhibitors). Organoids with reduced levels of MGMT and CHFR expression were sensitive to temozolomide and taxane drugs. CONCLUSIONS: In a comprehensive integrated analysis of methylation, transcriptome, and genome profiles of more than 400 BE and EAC tissues, along with clinical data, we identified 4 subtypes that were associated with patient outcomes and potential responses to therapy.


Subject(s)
Adenocarcinoma/genetics , Barrett Esophagus/genetics , DNA Methylation/genetics , Epigenesis, Genetic/genetics , Esophageal Mucosa/pathology , Esophageal Neoplasms/genetics , Adenocarcinoma/pathology , Aged , Antineoplastic Agents/pharmacology , Antineoplastic Agents/therapeutic use , Barrett Esophagus/drug therapy , Barrett Esophagus/pathology , Cyclin E/genetics , DNA Methylation/drug effects , Disease Progression , Epigenesis, Genetic/drug effects , Esophageal Neoplasms/pathology , Female , Gene Amplification , Gene Expression Regulation, Neoplastic/drug effects , Humans , Male , Middle Aged , Oncogene Proteins/genetics , Promoter Regions, Genetic/genetics , RNA-Seq , Retrospective Studies , Temozolomide/pharmacology , Temozolomide/therapeutic use , Whole Genome Sequencing
6.
Nat Genet ; 51(3): 506-516, 2019 03.
Article in English | MEDLINE | ID: mdl-30718927

ABSTRACT

Esophageal adenocarcinoma (EAC) is a poor-prognosis cancer type with rapidly rising incidence. Understanding of the genetic events driving EAC development is limited, and there are few molecular biomarkers for prognostication or therapeutics. Using a cohort of 551 genomically characterized EACs with matched RNA sequencing data, we discovered 77 EAC driver genes and 21 noncoding driver elements. We identified a mean of 4.4 driver events per tumor, which were derived more commonly from mutations than copy number alterations, and compared the prevelence of these mutations to the exome-wide mutational excess calculated using non-synonymous to synonymous mutation ratios (dN/dS). We observed mutual exclusivity or co-occurrence of events within and between several dysregulated EAC pathways, a result suggestive of strong functional relationships. Indicators of poor prognosis (SMAD4 and GATA4) were verified in independent cohorts with significant predictive value. Over 50% of EACs contained sensitizing events for CDK4 and CDK6 inhibitors, which were highly correlated with clinically relevant sensitivity in a panel of EAC cell lines and organoids.


Subject(s)
Adenocarcinoma/genetics , Biomarkers, Tumor/genetics , Esophageal Neoplasms/genetics , Cohort Studies , DNA Copy Number Variations/genetics , Exome/genetics , Female , Gene Expression Profiling/methods , Gene Expression Regulation, Neoplastic/genetics , Genomics/methods , Humans , Male , Mutation/genetics
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