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1.
Genes Chromosomes Cancer ; 60(7): 463-473, 2021 07.
Article En | MEDLINE | ID: mdl-33527622

Microsatellite instability (MSI) is caused by defective DNA mismatch repair (MMR), and manifests as accumulation of small insertions and deletions (indels) in short tandem repeats of the genome. Another form of repeat instability, elevated microsatellite alterations at selected tetranucleotide repeats (EMAST), has been suggested to occur in 50% to 60% of colorectal cancer (CRC), of which approximately one quarter are accounted for by MSI. Unlike for MSI, the criteria for defining EMAST is not consensual. EMAST CRCs have been suggested to form a distinct subset of CRCs that has been linked to a higher tumor stage, chronic inflammation, and poor prognosis. EMAST CRCs not exhibiting MSI have been proposed to show instability of di- and trinucleotide repeats in addition to tetranucleotide repeats, but lack instability of mononucleotide repeats. However, previous studies on EMAST have been based on targeted analysis of small sets of marker repeats, often in relatively few samples. To gain insight into tetranucleotide instability on a genome-wide level, we utilized whole genome sequencing data from 227 microsatellite stable (MSS) CRCs, 18 MSI CRCs, 3 POLE-mutated CRCs, and their corresponding normal samples. As expected, we observed tetranucleotide instability in all MSI CRCs, accompanied by instability of mono-, di-, and trinucleotide repeats. Among MSS CRCs, some tumors displayed more microsatellite mutations than others as a continuum, and no distinct subset of tumors with the previously proposed molecular characters of EMAST could be observed. Our results suggest that tetranucleotide repeat mutations in non-MSI CRCs represent stochastic mutation events rather than define a distinct CRC subclass.


Colorectal Neoplasms/genetics , Genetic Testing/methods , INDEL Mutation , Microsatellite Repeats , Whole Genome Sequencing/methods , Genetic Testing/statistics & numerical data , Humans , Whole Genome Sequencing/statistics & numerical data
2.
Nat Commun ; 10(1): 4022, 2019 09 06.
Article En | MEDLINE | ID: mdl-31492840

Genomic instability pathways in colorectal cancer (CRC) have been extensively studied, but the role of retrotransposition in colorectal carcinogenesis remains poorly understood. Although retrotransposons are usually repressed, they become active in several human cancers, in particular those of the gastrointestinal tract. Here we characterize retrotransposon insertions in 202 colorectal tumor whole genomes and investigate their associations with molecular and clinical characteristics. We find highly variable retrotransposon activity among tumors and identify recurrent insertions in 15 known cancer genes. In approximately 1% of the cases we identify insertions in APC, likely to be tumor-initiating events. Insertions are positively associated with the CpG island methylator phenotype and the genomic fraction of allelic imbalance. Clinically, high number of insertions is independently associated with poor disease-specific survival.


Colorectal Neoplasms/genetics , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Long Interspersed Nucleotide Elements/genetics , Mutagenesis, Insertional , Aged , Caco-2 Cells , Carcinogenesis/genetics , Cell Line, Tumor , Colorectal Neoplasms/pathology , CpG Islands/genetics , DNA Methylation , Female , Genomic Instability , Humans , Kaplan-Meier Estimate , Male , Middle Aged
3.
Nat Commun ; 10(1): 2154, 2019 05 14.
Article En | MEDLINE | ID: mdl-31089142

Colorectal cancer (CRC) is a leading cause of cancer-related death worldwide, and has a strong heritable basis. We report a genome-wide association analysis of 34,627 CRC cases and 71,379 controls of European ancestry that identifies SNPs at 31 new CRC risk loci. We also identify eight independent risk SNPs at the new and previously reported European CRC loci, and a further nine CRC SNPs at loci previously only identified in Asian populations. We use in situ promoter capture Hi-C (CHi-C), gene expression, and in silico annotation methods to identify likely target genes of CRC SNPs. Whilst these new SNP associations implicate target genes that are enriched for known CRC pathways such as Wnt and BMP, they also highlight novel pathways with no prior links to colorectal tumourigenesis. These findings provide further insight into CRC susceptibility and enhance the prospects of applying genetic risk scores to personalised screening and prevention.


Colorectal Neoplasms/genetics , Genetic Loci , Genetic Predisposition to Disease , Asian People/genetics , Case-Control Studies , Colorectal Neoplasms/pathology , Datasets as Topic , Female , Genome-Wide Association Study , Humans , Inheritance Patterns , Male , Middle Aged , Polymorphism, Single Nucleotide , Risk Factors , White People/genetics
4.
Br J Cancer ; 120(9): 922-930, 2019 04.
Article En | MEDLINE | ID: mdl-30894686

BACKGROUND: Approximately 4% of colorectal cancer (CRC) patients have at least two simultaneous cancers in the colon. Due to the shared environment, these synchronous CRCs (SCRCs) provide a unique setting to study colorectal carcinogenesis. Understanding whether these tumours are genetically similar or distinct is essential when designing therapeutic approaches. METHODS: We performed exome sequencing of 47 primary cancers and corresponding normal samples from 23 patients. Additionally, we carried out a comprehensive mutational signature analysis to assess whether tumours had undergone similar mutational processes and the first immune cell score analysis (IS) of SCRC to analyse the interplay between immune cell invasion and mutation profile in both lesions of an individual. RESULTS: The tumour pairs shared only few mutations, favouring different mutations in known CRC genes and signalling pathways and displayed variation in their signature content. Two tumour pairs had discordant mismatch repair statuses. In majority of the pairs, IS varied between primaries. Differences were not explained by any clinicopathological variable or mutation burden. CONCLUSIONS: The study shows major diversity within SCRCs. Rather than rely on data from one tumour, our study highlights the need to evaluate both tumours of a synchronous pair for optimised targeted therapy.


Colorectal Neoplasms/genetics , Colorectal Neoplasms/immunology , Lymphocytes/immunology , Neoplasms, Multiple Primary/genetics , Neoplasms, Multiple Primary/immunology , Aged , Aged, 80 and over , CD3 Complex/immunology , CD8 Antigens/immunology , CD8-Positive T-Lymphocytes/immunology , CD8-Positive T-Lymphocytes/pathology , Case-Control Studies , Colorectal Neoplasms/pathology , DNA Mutational Analysis , Exome/genetics , Exome/immunology , Female , Humans , Lymphocytes/pathology , Male , Microsatellite Instability , Middle Aged , Mutation , Neoplasms, Multiple Primary/pathology
5.
Nat Commun ; 9(1): 3664, 2018 09 10.
Article En | MEDLINE | ID: mdl-30202008

Point mutations in cancer have been extensively studied but chromosomal gains and losses have been more challenging to interpret due to their unspecific nature. Here we examine high-resolution allelic imbalance (AI) landscape in 1699 colorectal cancers, 256 of which have been whole-genome sequenced (WGSed). The imbalances pinpoint 38 genes as plausible AI targets based on previous knowledge. Unbiased CRISPR-Cas9 knockout and activation screens identified in total 79 genes within AI peaks regulating cell growth. Genetic and functional data implicate loss of TP53 as a sufficient driver of AI. The WGS highlights an influence of copy number aberrations on the rate of detected somatic point mutations. Importantly, the data reveal several associations between AI target genes, suggesting a role for a network of lineage-determining transcription factors in colorectal tumorigenesis. Overall, the results unravel the contribution of AI in colorectal cancer and provide a plausible explanation why so few genes are commonly affected by point mutations in cancers.


Allelic Imbalance , Colorectal Neoplasms/genetics , Genetic Predisposition to Disease , CRISPR-Cas Systems , Chromosome Aberrations , Chromosomes, Human, Pair 8 , Colorectal Neoplasms/pathology , DNA Copy Number Variations , Denmark , Gene Expression Profiling , Genomics , Genotype , Humans , Loss of Heterozygosity , Microsatellite Repeats , Phenotype , Point Mutation , Proto-Oncogene Proteins p21(ras)/genetics , RNA, Small Interfering/genetics , Transcription Factors/genetics , Tumor Suppressor Protein p53/genetics , Whole Genome Sequencing
6.
EMBO Mol Med ; 10(9)2018 09.
Article En | MEDLINE | ID: mdl-30108113

Microsatellite instability (MSI) leads to accumulation of an excessive number of mutations in the genome, mostly small insertions and deletions. MSI colorectal cancers (CRCs), however, also contain more point mutations than microsatellite-stable (MSS) tumors, yet they have not been as comprehensively studied. To identify candidate driver genes affected by point mutations in MSI CRC, we ranked genes based on mutation significance while correcting for replication timing and gene expression utilizing an algorithm, MutSigCV Somatic point mutation data from the exome kit-targeted area from 24 exome-sequenced sporadic MSI CRCs and respective normals, and 12 whole-genome-sequenced sporadic MSI CRCs and respective normals were utilized. The top 73 genes were validated in 93 additional MSI CRCs. The MutSigCV ranking identified several well-established MSI CRC driver genes and provided additional evidence for previously proposed CRC candidate genes as well as shortlisted genes that have to our knowledge not been linked to CRC before. Two genes, SMARCB1 and STK38L, were also functionally scrutinized, providing evidence of a tumorigenic role, for SMARCB1 mutations in particular.


Colorectal Neoplasms/genetics , Colorectal Neoplasms/pathology , Microsatellite Instability , Point Mutation , Gene Regulatory Networks , Humans , Molecular Sequence Annotation , Sequence Analysis, DNA
7.
PLoS Genet ; 14(3): e1007200, 2018 03.
Article En | MEDLINE | ID: mdl-29522538

Small bowel adenocarcinoma (SBA) is an aggressive disease with limited treatment options. Despite previous studies, its molecular genetic background has remained somewhat elusive. To comprehensively characterize the mutational landscape of this tumor type, and to identify possible targets of treatment, we conducted the first large exome sequencing study on a population-based set of SBA samples from all three small bowel segments. Archival tissue from 106 primary tumors with appropriate clinical information were available for exome sequencing from a patient series consisting of a majority of confirmed SBA cases diagnosed in Finland between the years 2003-2011. Paired-end exome sequencing was performed using Illumina HiSeq 4000, and OncodriveFML was used to identify driver genes from the exome data. We also defined frequently affected cancer signalling pathways and performed the first extensive allelic imbalance (AI) analysis in SBA. Exome data analysis revealed significantly mutated genes previously linked to SBA (TP53, KRAS, APC, SMAD4, and BRAF), recently reported potential driver genes (SOX9, ATM, and ARID2), as well as novel candidate driver genes, such as ACVR2A, ACVR1B, BRCA2, and SMARCA4. We also identified clear mutation hotspot patterns in ERBB2 and BRAF. No BRAF V600E mutations were observed. Additionally, we present a comprehensive mutation signature analysis of SBA, highlighting established signatures 1A, 6, and 17, as well as U2 which is a previously unvalidated signature. Finally, comparison of the three small bowel segments revealed differences in tumor characteristics. This comprehensive work unveils the mutational landscape and most frequently affected genes and pathways in SBA, providing potential therapeutic targets, and novel and more thorough insights into the genetic background of this tumor type.


Adenocarcinoma/genetics , Intestinal Neoplasms/genetics , Mutation , Adenocarcinoma/metabolism , Adult , Aged , Aged, 80 and over , Cohort Studies , Exome , Female , Humans , Intestinal Neoplasms/metabolism , Male , Middle Aged , Proto-Oncogene Proteins B-raf/genetics , Receptor, ErbB-2/genetics
8.
Int J Cancer ; 142(3): 540-546, 2018 02 01.
Article En | MEDLINE | ID: mdl-28960316

Genome-wide association studies have been successful in elucidating the genetic basis of colorectal cancer (CRC), but there remains unexplained variability in genetic risk. To identify new risk variants and to confirm reported associations, we conducted a genome-wide association study in 1,701 CRC cases and 14,082 cancer-free controls from the Finnish population. A total of 9,068,015 genetic variants were imputed and tested, and 30 promising variants were studied in additional 11,647 cases and 12,356 controls of European ancestry. The previously reported association between the single-nucleotide polymorphism (SNP) rs992157 (2q35) and CRC was independently replicated (p = 2.08 × 10-4 ; OR, 1.14; 95% CI, 1.06-1.23), and it was genome-wide significant in combined analysis (p = 1.50 × 10-9 ; OR, 1.12; 95% CI, 1.08-1.16). Variants at 2q35, 6p21.2, 8q23.3, 8q24.21, 10q22.3, 10q24.2, 11q13.4, 11q23.1, 14q22.2, 15q13.3, 18q21.1, 20p12.3 and 20q13.33 were associated with CRC in the Finnish population (false discovery rate < 0.1), but new risk loci were not found. These results replicate the effects of multiple loci on the risk of CRC and identify shared risk alleles between the Finnish population isolate and outbred populations.


Colorectal Neoplasms/epidemiology , Colorectal Neoplasms/genetics , Case-Control Studies , Cohort Studies , Estonia/epidemiology , Finland/epidemiology , Genetic Predisposition to Disease , Genome-Wide Association Study , Humans , Polymorphism, Single Nucleotide , Registries
9.
Eur J Cancer ; 84: 228-238, 2017 10.
Article En | MEDLINE | ID: mdl-28829991

BACKGROUND: While dietary fat has been established as a risk factor for colorectal cancer (CRC), associations between fatty acids (FAs) and CRC have been inconsistent. Using Mendelian randomisation (MR), we sought to evaluate associations between polyunsaturated (PUFA), monounsaturated (MUFA) and saturated FAs (SFAs) and CRC risk. METHODS: We analysed genotype data on 9254 CRC cases and 18,386 controls of European ancestry. Externally weighted polygenic risk scores were generated and used to evaluate associations with CRC per one standard deviation increase in genetically defined plasma FA levels. RESULTS: Risk reduction was observed for oleic and palmitoleic MUFAs (OROA = 0.77, 95% CI: 0.65-0.92, P = 3.9 × 10-3; ORPOA = 0.36, 95% CI: 0.15-0.84, P = 0.018). PUFAs linoleic and arachidonic acid had negative and positive associations with CRC respectively (ORLA = 0.95, 95% CI: 0.93-0.98, P = 3.7 × 10-4; ORAA = 1.05, 95% CI: 1.02-1.07, P = 1.7 × 10-4). The SFA stearic acid was associated with increased CRC risk (ORSA = 1.17, 95% CI: 1.01-1.35, P = 0.041). CONCLUSION: Results from our analysis are broadly consistent with a pro-inflammatory FA profile having a detrimental effect in terms of CRC risk.


Biomarkers, Tumor/genetics , Colorectal Neoplasms/genetics , Diet/adverse effects , Fatty Acids/adverse effects , Inflammation Mediators/adverse effects , Polymorphism, Single Nucleotide , Case-Control Studies , Colorectal Neoplasms/blood , Colorectal Neoplasms/ethnology , Colorectal Neoplasms/prevention & control , Diet, Healthy , Diet, Mediterranean , Fatty Acids/blood , Gene-Environment Interaction , Genetic Predisposition to Disease , Genome-Wide Association Study , Humans , Inflammation Mediators/blood , Mendelian Randomization Analysis , Odds Ratio , Phenotype , Protective Factors , Risk Assessment , Risk Factors , Risk Reduction Behavior , White People/genetics
10.
Int J Cancer ; 140(12): 2701-2708, 2017 06 15.
Article En | MEDLINE | ID: mdl-28340513

While elevated blood cholesterol has been associated with an increased risk of colorectal cancer (CRC) in observational studies, causality is uncertain. Here we apply a Mendelian randomisation (MR) analysis to examine the potential causal relationship between lipid traits and CRC risk. We used single nucleotide polymorphisms (SNPs) associated with blood levels of total cholesterol (TC), triglyceride (TG), low-density lipoprotein (LDL), and high-density lipoprotein (HDL) as instrumental variables (IV). We calculated MR estimates for each risk factor with CRC using SNP-CRC associations from 9,254 cases and 18,386 controls. Genetically predicted higher TC was associated with an elevated risk of CRC (odds ratios (OR) per unit SD increase = 1.46, 95% confidence interval [CI]: 1.20-1.79, p = 1.68 × 10-4 ). The pooled ORs for LDL, HDL, and TG were 1.05 (95% CI: 0.92-1.18, p = 0.49), 0.94 (95% CI: 0.84-1.05, p = 0.27), and 0.98 (95% CI: 0.85-1.12, p = 0.75) respectively. A genetic risk score for 3-hydoxy-3-methylglutaryl-coenzyme A reductase (HMGCR) to mimic the effects of statin therapy was associated with a reduced CRC risk (OR = 0.69, 95% CI: 0.49-0.99, p = 0.046). This study supports a causal relationship between higher levels of TC with CRC risk, and a further rationale for implementing public health strategies to reduce the prevalence of hyperlipidaemia.


Colorectal Neoplasms/genetics , Genetic Predisposition to Disease/genetics , Hyperlipidemias/genetics , Mendelian Randomization Analysis/methods , Polymorphism, Single Nucleotide , Cholesterol/blood , Colorectal Neoplasms/blood , Genome-Wide Association Study/methods , Genome-Wide Association Study/statistics & numerical data , Humans , Hyperlipidemias/blood , Lipoproteins, HDL/blood , Lipoproteins, LDL/blood , Logistic Models , Odds Ratio , Risk Assessment , Risk Factors , Triglycerides/blood
11.
Br J Cancer ; 115(2): 266-72, 2016 Jul 12.
Article En | MEDLINE | ID: mdl-27336604

BACKGROUND: Observational studies have associated adiposity with an increased risk of colorectal cancer (CRC). However, such studies do not establish a causal relationship. To minimise bias from confounding we performed a Mendelian randomisation (MR) analysis to examine the relationship between adiposity and CRC. METHODS: We used SNPs associated with adult body mass index (BMI), waist-hip ratio (WHR), childhood obesity and birth weight as instrumental variables in a MR analysis of 9254 CRC cases and 18 386 controls. RESULTS: In the MR analysis, the odds ratios (ORs) of CRC risk per unit increase in BMI, WHR and childhood obesity were 1.23 (95% CI: 1.02-1.49, P=0.033), 1.59 (95% CI: 1.08-2.34, P=0.019) and 1.07 (95% CI: 1.03-1.13, P=0.018), respectively. There was no evidence for association between birth weight and CRC (OR=1.22, 95% CI: 0.89-1.67, P=0.22). Combining these data with a concurrent MR-based analysis for BMI and WHR with CRC risk (totalling to 18 190 cases, 27 617 controls) provided increased support, ORs for BMI and WHR were 1.26 (95% CI: 1.10-1.44, P=7.7 × 10(-4)) and 1.40 (95% CI: 1.14-1.72, P=1.2 × 10(-3)), respectively. CONCLUSIONS: These data provide further evidence for a strong causal relationship between adiposity and the risk of developing CRC highlighting the urgent need for prevention and treatment of adiposity.


Adiposity/genetics , Colorectal Neoplasms/complications , Adult , Colorectal Neoplasms/genetics , Female , Genome-Wide Association Study , Humans , Male , Middle Aged , Polymorphism, Single Nucleotide , Random Allocation
12.
Hum Mol Genet ; 25(11): 2349-2359, 2016 06 01.
Article En | MEDLINE | ID: mdl-27005424

To identify new risk loci for colorectal cancer (CRC), we conducted a meta-analysis of seven genome-wide association studies (GWAS) with independent replication, totalling 13 656 CRC cases and 21 667 controls of European ancestry. The combined analysis identified a new risk association for CRC at 2q35 marked by rs992157 (P = 3.15 × 10-8, odds ratio = 1.10, 95% confidence interval = 1.06-1.13), which is intronic to PNKD (paroxysmal non-kinesigenic dyskinesia) and TMBIM1 (transmembrane BAX inhibitor motif containing 1). Intriguingly this susceptibility single-nucleotide polymorphism (SNP) is in strong linkage disequilibrium (r2 = 0.90, D' = 0.96) with the previously discovered GWAS SNP rs2382817 for inflammatory bowel disease (IBD). Following on from this observation we examined for pleiotropy, or shared genetic susceptibility, between CRC and the 200 established IBD risk loci, identifying an additional 11 significant associations (false discovery rate [FDR]) < 0.05). Our findings provide further insight into the biological basis of inherited genetic susceptibility to CRC, and identify risk factors that may influence the development of both CRC and IBD.


Apoptosis Regulatory Proteins/genetics , Colorectal Neoplasms/genetics , Inflammatory Bowel Diseases/genetics , Membrane Proteins/genetics , Muscle Proteins/genetics , Asian People , Colorectal Neoplasms/pathology , Female , Genetic Pleiotropy , Genetic Predisposition to Disease , Genome-Wide Association Study , Humans , Inflammatory Bowel Diseases/pathology , Linkage Disequilibrium , Male , Polymorphism, Single Nucleotide , Risk Factors , White People
13.
Nat Genet ; 47(7): 818-21, 2015 Jul.
Article En | MEDLINE | ID: mdl-26053496

Cohesin is present in almost all active enhancer regions, where it is associated with transcription factors. Cohesin frequently colocalizes with CTCF (CCCTC-binding factor), affecting genomic stability, expression and epigenetic homeostasis. Cohesin subunits are mutated in cancer, but CTCF/cohesin-binding sites (CBSs) in DNA have not been examined for mutations. Here we report frequent mutations at CBSs in cancers displaying a mutational signature where mutations in A•T base pairs predominate. Integration of whole-genome sequencing data from 213 colorectal cancer (CRC) samples and chromatin immunoprecipitation sequencing (ChIP-exo) data identified frequent point mutations at CBSs. In contrast, CRCs showing an ultramutator phenotype caused by defects in the exonuclease domain of DNA polymerase ɛ (POLE) displayed significantly fewer mutations at and adjacent to CBSs. Analysis of public data showed that multiple cancer types accumulate CBS mutations. CBSs are a major mutational hotspot in the noncoding cancer genome.


Cell Cycle Proteins/physiology , Chromosomal Proteins, Non-Histone/physiology , Repressor Proteins/physiology , Binding Sites , CCCTC-Binding Factor , Colorectal Neoplasms , Consensus Sequence , Genetic Association Studies , Genetic Predisposition to Disease , Humans , Point Mutation , Regulatory Sequences, Nucleic Acid , Cohesins
14.
Int J Cancer ; 135(3): 611-23, 2014 Aug 01.
Article En | MEDLINE | ID: mdl-24382590

ARID1A has been identified as a novel tumor suppressor gene in ovarian cancer and subsequently in various other tumor types. ARID1A belongs to the ARID domain containing gene family, which comprises of 15 genes involved, for example, in transcriptional regulation, proliferation and chromatin remodeling. In this study, we used exome sequencing data to analyze the mutation frequency of all the ARID domain containing genes in 25 microsatellite unstable (MSI) colorectal cancers (CRCs) as a first systematic effort to characterize the mutation pattern of the whole ARID gene family. Genes which fulfilled the selection criteria in this discovery set (mutations in at least 4/25 [16%] samples, including at least one nonsense or splice site mutation) were chosen for further analysis in an independent validation set of 21 MSI CRCs. We found that in addition to ARID1A, which was mutated in 39% of the tumors (18/46), also ARID1B (13%, 6/46), ARID2 (13%, 6/46) and ARID4A (20%, 9/46) were frequently mutated. In all these genes, the mutations were distributed along the entire length of the gene, thus distinguishing them from typical MSI target genes previously described. Our results indicate that in addition to ARID1A, other members of the ARID gene family may play a role in MSI CRC.


Colorectal Neoplasms/genetics , DNA-Binding Proteins/genetics , Exome/genetics , Microsatellite Repeats/genetics , Mutation/genetics , Nuclear Proteins/genetics , Retinoblastoma-Binding Protein 1/genetics , Transcription Factors/genetics , Adenocarcinoma/genetics , Adenocarcinoma/pathology , Adult , Aged , Aged, 80 and over , Cohort Studies , Colorectal Neoplasms/pathology , Female , Follow-Up Studies , Humans , Male , Microsatellite Instability , Middle Aged , Neoplasm Staging , Prognosis
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