Thomas J Hudson’s research while affiliated with Ontario Institute for Cancer Research and other places

What is this page?


This page lists works of an author who doesn't have a ResearchGate profile or hasn't added the works to their profile yet. It is automatically generated from public (personal) data to further our legitimate goal of comprehensive and accurate scientific recordkeeping. If you are this author and want this page removed, please let us know.

Publications (626)


Schematic diagram of the study design
We conducted fine-mapping analyses using GWAS summary statistics from 100,204 cases and 154,587 controls. All 205 genetic variants were aggregated to 143 risk regions containing at least a 1 megabase (Mb) interval centered on the most significant association. This study focused on 142 risk regions located on the autosomes. In forward stepwise conditional analysis, we included common variants (minor allele frequency (MAF) > 0.01) with associations at P < 0.05 in both populations for the trans-ancestry analysis and with associations at P < 1 × 10⁻⁴ in each population for race-specific analysis. The threshold of conditional P < 1 × 10⁻⁶ was used to determine independent risk-associated signals. For credible causal variants (CCVs) for each independent signal, we conducted in-silico analyses with functional genomic data generated in CRC-related tissues/cells and colocalization of expression/methylation quantitative trait loci (e/mQTL) with GWAS signals to identify putative target genes for CCVs using the Summary-data-based Mendelian Randomization (SMR) approach.
Independent association signals for colorectal cancer risk
Numbers of fine-mapping regions and numbers of independent association signals identified through forward stepwise conditional analyses. The second bar for “Trans-ancestry”, “European” and “East Asian” also shows the number of regions with 1, 2, or 3+ signals per region. The green color indicates the number of independent association signals previously reported or not yet reported. The blue color indicates the number of independent associaiton signals in each risk region.
Fine-mapping analysis including over 254,000 East Asian and European descendants identifies 136 putative colorectal cancer susceptibility genes
  • Article
  • Full-text available

April 2024

·

197 Reads

·

5 Citations

·

·

Ran Tao

·

[...]

·

Wei Zheng

Genome-wide association studies (GWAS) have identified more than 200 common genetic variants independently associated with colorectal cancer (CRC) risk, but the causal variants and target genes are mostly unknown. We sought to fine-map all known CRC risk loci using GWAS data from 100,204 cases and 154,587 controls of East Asian and European ancestry. Our stepwise conditional analyses revealed 238 independent association signals of CRC risk, each with a set of credible causal variants (CCVs), of which 28 signals had a single CCV. Our cis-eQTL/mQTL and colocalization analyses using colorectal tissue-specific transcriptome and methylome data separately from 1299 and 321 individuals, along with functional genomic investigation, uncovered 136 putative CRC susceptibility genes, including 56 genes not previously reported. Analyses of single-cell RNA-seq data from colorectal tissues revealed 17 putative CRC susceptibility genes with distinct expression patterns in specific cell types. Analyses of whole exome sequencing data provided additional support for several target genes identified in this study as CRC susceptibility genes. Enrichment analyses of the 136 genes uncover pathways not previously linked to CRC risk. Our study substantially expanded association signals for CRC and provided additional insight into the biological mechanisms underlying CRC development.

Download


Genotoxic colibactin mutational signature in colorectal cancer is associated with clinicopathological features, specific genomic alterations and better survival

March 2023

·

106 Reads

·

5 Citations

Background and Aims The microbiome has long been suspected of a role in colorectal cancer (CRC) tumorigenesis. The mutational signature SBS88 mechanistically links CRC development with the strain of Escherichia coli harboring the pks island that produces the genotoxin colibactin, but the genomic, pathological and survival characteristics associated with SBS88-positive tumors are unknown. Methods SBS88 positive CRCs were identified from targeted sequencing data from 5,292 CRCs from 17 studies and tested for their association with clinico-pathological features, oncogenic pathways, genomic characteristics and survival. Results In total, 7.5% (398/5,292) of the CRCs were SBS88 positive, of which 98.7% (392/398) were microsatellite stable/microsatellite instability low (MSS/MSI L), compared with 80% (3916/4894) of SBS88 negative tumors (p=1.5x10-28). Analysis of MSS/MSI-L CRCs demonstrated that SBS88 positive CRCs were associated with the distal colon (OR=1.84, 95% CI=1.40-2.42, p=1x10-5) and rectum (OR=1.90, 95% CI=1.44-2.51, p=6x10-6) tumor sites compared with the proximal colon. The top seven recurrent somatic mutations associated with SBS88-positive CRCs demonstrated mutational contexts associated with colibactin-induced DNA damage, the strongest of which was the APC:c.835 8A>G mutation (OR=65.5, 95%CI=39.0-110.0, p=3x10-80). Large copy number alterations (CNAs) including CNA loss on 14q and gains on 13q, 16q and 20p were significantly enriched in SBS88-positive CRCs. SBS88-positive CRCs were associated with better CRC-specific survival (p=0.007; hazard ratio of 0.69, 95% CI=0.52-0.90) when stratified by age, sex, study, and by stage. Conclusion SBS88-positivity, a biomarker of colibactin-induced DNA damage, can identify a novel subtype of CRC characterized by recurrent somatic mutations, copy number alterations and better survival. These findings provide new insights for treatment and prevention strategies for this subtype of CRC.








Author Correction: The repertoire of mutational signatures in human cancer

January 2023

·

427 Reads

·

36 Citations

Nature

Somatic mutations in cancer genomes are caused by multiple mutational processes, each of which generates a characteristic mutational signature1. Here, as part of the Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium2 of the International Cancer Genome Consortium (ICGC) and The Cancer Genome Atlas (TCGA), we characterized mutational signatures using 84,729,690 somatic mutations from 4,645 whole-genome and 19,184 exome sequences that encompass most types of cancer. We identified 49 single-base-substitution, 11 doublet-base-substitution, 4 clustered-base-substitution and 17 small insertion-and-deletion signatures. The substantial size of our dataset, compared with previous analyses3–15, enabled the discovery of new signatures, the separation of overlapping signatures and the decomposition of signatures into components that may represent associated—but distinct—DNA damage, repair and/or replication mechanisms. By estimating the contribution of each signature to the mutational catalogues of individual cancer genomes, we revealed associations of signatures to exogenous or endogenous exposures, as well as to defective DNA-maintenance processes. However, many signatures are of unknown cause. This analysis provides a systematic perspective on the repertoire of mutational processes that contribute to the development of human cancer.


Citations (47)


... * Beifang Yang beifangy2016@163.com a growing body of evidence has suggested that inherited susceptibility is also a major component of colorectal cancer predisposition, with an estimated 12-35% risk attributed to genetic factors (Chang et al. 2018;Gong et al. 2018b). Advancements in global genomic research have led to the identification of more than 200 risk loci associated with CRC through genome-wide association study (GWAS) (Chen et al. 2024;Fernandez-Rozadilla et al. 2023;Lu et al. 2019). However, the majority of GWAS-identified single nucleotide polymorphisms (SNPs) often span large regions due to linkage disequilibrium (LD) and can act over long distances, leading to a formidable challenge for delineating the causal variants and their target genes related to cancer development. ...

Reference:

Integrated systematic functional screen and fine-mapping decipher the role and genetic regulation of RPS19 in colorectal cancer development
Fine-mapping analysis including over 254,000 East Asian and European descendants identifies 136 putative colorectal cancer susceptibility genes

... In all genetic (sub)classes of CRCs, mutations related to SBS88, which is linked to bacterial infections with colibactin-producing bacteria [14,44,45], can be identified. This can be observed with a high probability along with the co-occurrence of MMRd SBS44, as reported in large datasets of CRC [37,46]. ...

Genotoxic colibactin mutational signature in colorectal cancer is associated with clinicopathological features, specific genomic alterations and better survival

... Even though individuals with a personal or family history of colorectal neoplasia, in ammatory bowel disease, or hereditary forms of CRC are prone to developing polyps, 75-95% of all colon cancers develop in individuals with little or no genetic predisposition for malignancy. 2 Additionally, early-stage CRC is mostly asymptomatic, and many patients are diagnosed at advanced stages. 1,2 Moreover, it is well-known that if colorectal cancer is detected in early stage, it is curable. ...

Author Correction: Deciphering colorectal cancer genetics through multi-omic analysis of 100,204 cases and 154,587 controls of European and east Asian ancestries

Nature Genetics

... We ran the SIGNAL webtool (https://signal.mutationalsignatures.com/) (Degasperi et al. 2020) under default parameters to identify the single base substitution (SBS) signatures active in each patient (Alexandrov et al. 2020). As recommended by the authors, SBS fitting was performed using candidate SBS signatures from CRC. ...

Author Correction: The repertoire of mutational signatures in human cancer

Nature

... In clinical practice, differentiating between multiple primary lung cancers and intrapulmonary metastasis is challenging using pathology or morphologic appearance alone, and NGS is now recommended to help definitively differentiate these entities [5,[8][9][10][11][12][13][14][15]. When using genomic results to define multiple primaries versus intrapulmonary metastasis, we observed significantly improved survival in those with genome-defined multiple primaries versus intrapulmonary metastasis. ...

Author Correction: The evolutionary history of 2,658 cancers

Nature

... Characterizing the full spectrum of SVs in human genomes makes it possible to understand the distribution of SVs in different populations [8]. Additionally, SVs have been found to play a critical role in the development of certain diseases, such as cancer [22] and Alzheimer's [36]. SVs are typically referred to any genome sequence altering event, except for deletions or insertions (indels) shorter than 50 bp [32]. ...

Author Correction: Patterns of somatic structural variation in human cancer genomes

Nature

... RPL39L is a recently evolved ( 1 ) and non-redundant paralog of RPL39L that has just been implicated in the translation of long-lived, sperm cell-specific proteins ( 11 ). However, the RPL39L mRNA was also observed outside of the germ cell lineage, particularly in ovarian ( 12 ) and breast cancer tissues ( 2 ), as well as in lung cancer ( 13 ) and neuroblastoma ( 11 ) cell lines, where the expression appears to be driven by gene amplifications ( 14 ) and CpG island hypomethylation ( 13 ). These observations suggest that RPL39L's function extends beyond the translation of long-lived sperm cell proteins. ...

Author Correction: Genomic basis for RNA alterations in cancer

Nature

... Modifiable risk factors contribute significantly to predictive discrimination for ovarian, breast, lung, pancreatic, and esophageal cancers, which aligns with their strong associations with these cancer types [31]. Including PRSs substantially enhances predictive discrimination for colorectal and breast cancers, in line with the wealth of genetic data available for these cancers in East Asian populations [32,33]. Although our study revealed a strong association between PRS and prostate cancer, the improvement in prediction performance was much weaker than that in European populations, likely due to differences in baseline model performance between Chinese populations (C-index of 0.868) and European populations (C-index of 0.716) [34]. ...

Deciphering colorectal cancer genetics through multi-omic analysis of 100,204 cases and 154,587 controls of European and east Asian ancestries

Nature Genetics

... Genomic alterations have been ranked based on their recurrence and on their functional consequences, finally developing a clustering methodology to discriminate between potential driver events [46]. The extension of the sequencing to intergenic regions allowed evaluation of the burden of putative driver mutations in noncoding regions: on the pan-cancer database, 13% of all mutations were represented by driver point-mutation events in an intergenic region, with 25% of all PCAWG cancers analysed bearing at least one, one-third of which occurred in the TERT promoter, confirming its role in cancer [73][74][75][76][77][78][79]. On the counterpart, 91% of all cancers harboured a somatic driver event in a coding region of a gene (Fig. 3). ...

Author Correction: High-coverage whole-genome analysis of 1220 cancers reveals hundreds of genes deregulated by rearrangement-mediated cis-regulatory alterations

... As the tumor progresses, altered metabolism, and aberrant vasculature leads to generation of hypoxic niches [1,2]. Hypoxia is a well-known orchestrator of genetic [3,4] and epigenetic alterations [5,6] and is considered to be an important hallmark of the TME that promotes epithelial to mesenchymal transition (EMT) [7,8], cancer invasion [9], stemness [10] and drug resistance [11]. Hypoxia-inducible factor 1-alpha (HIF1α), the master transcription factor of hypoxia, empirically facilitates the transcription of major genes in response to the hypoxic stress [12]. ...

Author Correction: Divergent mutational processes distinguish hypoxic and normoxic tumours