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1.
Clin Cancer Res ; 29(20): 4153-4165, 2023 10 13.
Article in English | MEDLINE | ID: mdl-37363997

ABSTRACT

PURPOSE: High tumor production of the EGFR ligands, amphiregulin (AREG) and epiregulin (EREG), predicted benefit from anti-EGFR therapy for metastatic colorectal cancer (mCRC) in a retrospective analysis of clinical trial data. Here, AREG/EREG IHC was analyzed in a cohort of patients who received anti-EGFR therapy as part of routine care, including key clinical contexts not investigated in the previous analysis. EXPERIMENTAL DESIGN: Patients who received panitumumab or cetuximab ± chemotherapy for treatment of RAS wild-type mCRC at eight UK cancer centers were eligible. Archival formalin-fixed paraffin-embedded tumor tissue was analyzed for AREG and EREG IHC in six regional laboratories using previously developed artificial intelligence technologies. Primary endpoints were progression-free survival (PFS) and overall survival (OS). RESULTS: A total of 494 of 541 patients (91.3%) had adequate tissue for analysis. A total of 45 were excluded after central extended RAS testing, leaving 449 patients in the primary analysis population. After adjustment for additional prognostic factors, high AREG/EREG expression (n = 360; 80.2%) was associated with significantly prolonged PFS [median: 8.5 vs. 4.4 months; HR, 0.73; 95% confidence interval (CI), 0.56-0.95; P = 0.02] and OS [median: 16.4 vs. 8.9 months; HR, 0.66 95% CI, 0.50-0.86; P = 0.002]. The significant OS benefit was maintained among patients with right primary tumor location (PTL), those receiving cetuximab or panitumumab, those with an oxaliplatin- or irinotecan-based chemotherapy backbone, and those with tumor tissue obtained by biopsy or surgical resection. CONCLUSIONS: High tumor AREG/EREG expression was associated with superior survival outcomes from anti-EGFR therapy in mCRC, including in right PTL disease. AREG/EREG IHC assessment could aid therapeutic decisions in routine practice. See related commentary by Randon and Pietrantonio, p. 4021.


Subject(s)
Colonic Neoplasms , Colorectal Neoplasms , Rectal Neoplasms , Humans , Amphiregulin/metabolism , Epiregulin/metabolism , Epiregulin/therapeutic use , Cetuximab/therapeutic use , Panitumumab , Retrospective Studies , Colorectal Neoplasms/pathology , Artificial Intelligence , Intercellular Signaling Peptides and Proteins/metabolism , Colonic Neoplasms/drug therapy , Rectal Neoplasms/drug therapy , Proto-Oncogene Proteins p21(ras)/metabolism , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , ErbB Receptors/metabolism
2.
BMC Microbiol ; 23(1): 52, 2023 03 02.
Article in English | MEDLINE | ID: mdl-36858965

ABSTRACT

It is increasingly being recognised that changes in the gut microbiome have either a causative or associative relationship with colorectal cancer (CRC). However, most of this research has been carried out in a small number of developed countries with high CRC incidence. It is unknown if lower incidence countries such as India have similar microbial associations.Having previously established protocols to facilitate microbiome research in regions with developing research infrastructure, we have now collected and sequenced microbial samples from a larger cohort study of 46 Indian CRC patients and 43 healthy volunteers.When comparing to previous global collections, these samples resemble other Asian samples, with relatively high levels of Prevotella. Predicting cancer status between cohorts shows good concordance. When compared to a previous collection of Indian CRC patients, there was similar concordance, despite different sequencing technologies between cohorts.These results show that there does seem to be a global CRC microbiome, and that some inference between studies is reasonable. However, we also demonstrate that there is definite regional variation, with more similarities between location-matched comparisons. This emphasises the importance of developing protocols and advancing infrastructure to allow as many countries as possible to contribute to microbiome studies of their own populations.


Subject(s)
Colorectal Neoplasms , Gastrointestinal Microbiome , Humans , Asian People , Cohort Studies , Colorectal Neoplasms/microbiology
3.
J Cyst Fibros ; 22(3): 499-504, 2023 May.
Article in English | MEDLINE | ID: mdl-36253274

ABSTRACT

BACKGROUND: Studies have demonstrated a higher risk of developing colorectal cancer (CRC) in individuals with Cystic Fibrosis (CF), and also a potentially increased risk in carriers of cystic fibrosis transmembrane conductance regulator (CFTR) mutations. Life expectancy for those with CF is rising, increasing the number at risk of developing CRC. METHODS: The incidence of CRC amongst individuals with CF was calculated using data from CORECT-R and linked UK CF Registry and Secondary User Services (SUS) data. Crude, age-specific and age-standardised rates were compared to those without CF. The presence of CFTR mutations in individuals with CRC was assessed using 100,000 Genomes Project data. FINDINGS: The crude incidence rate of CRC in the CF population was 0.29 per 1,000 person-years (28 cases). The CF population were significantly younger than those without (median age at CRC diagnosis 52 years versus 73 years; p<0·01). When age-adjusted, there was a 5-fold increased CRC incidence amongst individuals with CF compared to those without (SIR 5.0 95%CI 3.2-6.9). When compared to other population studies the overall prevalence of CFTR mutations in the CRC population was significantly higher than expected (p<0·01). INTERPRETATION: CF is linked to an increased risk of CRC. The incidence of CFTR mutations in the CRC population is higher than would be expected, suggesting an association between CFTR function and CRC risk. Further research is needed to develop effective screening strategies for these populations. FUNDING: Cancer Research UK (grants C23434/A23706 & C10674/A27140).


Subject(s)
Colorectal Neoplasms , Cystic Fibrosis , Humans , Middle Aged , Cystic Fibrosis Transmembrane Conductance Regulator/genetics , Cystic Fibrosis/epidemiology , Cystic Fibrosis/genetics , Cystic Fibrosis/diagnosis , Mutation , Ion Transport , Colorectal Neoplasms/diagnosis , Colorectal Neoplasms/epidemiology , Colorectal Neoplasms/genetics
4.
J Biomed Inform ; 128: 104025, 2022 04.
Article in English | MEDLINE | ID: mdl-35181494

ABSTRACT

Copy number alterations (CNA) are structural variation in the genome, in which some regions exhibit more or less than the normal two chromosomal copies. This genomic CNA profile provides critical information in tumour progression and is therefore informative for patients' survival. It is currently a statistical challenge to model patients' survival using their genomic CNA profiles while at the same time identify regions in the genome that are associated with patients' survival. Some methods have been proposed, including Cox proportional hazard (PH) model with ridge, lasso, or elastic net penalties. However, these methods do not take the general dependencies between genomic regions into account and produce results that are difficult to interpret. In this paper, we extend the elastic net penalty by introducing additional penalty that takes into account general dependencies between genomic regions. This new model produces smooth parameter estimates while simultaneously performs variable selection via sparse solution. The results indicate that the proposed method shows a better prediction performance than other models in our simulation study, while enabling us to investigate regions in the genome that are associated with the patients' survival with sensible interpretation. We illustrate the method using a real dataset from a lung cancer cohort and simulated data.


Subject(s)
DNA Copy Number Variations , Lung Neoplasms , Computer Simulation , Genomics/methods , Humans , Lung Neoplasms/genetics , Proportional Hazards Models
5.
Analyst ; 146(13): 4401, 2021 Jul 07.
Article in English | MEDLINE | ID: mdl-34132254

ABSTRACT

Correction for 'Developing a Raman spectroscopy-based tool to stratify patient response to pre-operative radiotherapy in rectal cancer' by Chloe J. Kirkby et al., Analyst, 2021, 146, 581-589, DOI: .

6.
J Nutr ; 151(8): 2142-2152, 2021 08 07.
Article in English | MEDLINE | ID: mdl-34036331

ABSTRACT

BACKGROUND: Oral administration of purified omega-3 (ω-3) PUFAs is associated with changes to the fecal microbiome. However, it is not known whether this effect is associated with increased PUFA concentrations in the gut. OBJECTIVES: We investigated the luminal bioavailability of oral ω-3 PUFAs (daily dose 1 g EPA and 1g DHA free fatty acid equivalents as triglycerides in soft-gel capsules, twice daily) and changes to the gut microbiome, in the ileum. METHODS: Ileostomy fluid (IF) and blood were obtained at baseline, after first capsule dosing (median 2 h), and at a similar time after final dosing on day 28, in 11 individuals (median age 63 y) with a temporary ileostomy. Fatty acids were measured by LC-tandem MS. The ileal microbiome was characterized by 16S rRNA PCR and Illumina sequencing. RESULTS: There was a mean 6.0 ± 9.8-fold and 6.6 ± 9.6-fold increase in ileal EPA and DHA concentrations (primary outcome), respectively, at 28 d, which was associated with increased RBC ω-3 PUFA content (P ≤ 0.05). The first oral dose did not increase the ileal ω-3 PUFA concentration except in 4 individuals, who displayed high luminal EPA and DHA concentrations, which reduced to concentrations similar to the overall study population at day 28, suggesting physiological adaptation. Bacteroides, Clostridium, and Streptococcus were abundant bacterial genera in the ileum. Ileal microbiome variability over time and between individuals was large, with no consistent change associated with acute ω-3 PUFA dosing. However, high concentrations of EPA and DHA in IF on day 28 were associated with higher abundance of Bacteroides (r2 > 0.86, P < 0.05) and reduced abundance of other genera, including Actinomyces (r2 > 0.94, P < 0.05). CONCLUSIONS: Oral administration of ω-3 PUFAs leads to increased luminal ω-3 PUFA concentrations and changes to the microbiome, in the ileum of individuals with a temporary ileostomy. This study is registered on the ISRCTN registry as ISRCTN14530452.


Subject(s)
Gastrointestinal Microbiome , Ileostomy , Biological Availability , Humans , Ileum , Middle Aged , RNA, Ribosomal, 16S/genetics
7.
J Pathol ; 255(1): 30-40, 2021 09.
Article in English | MEDLINE | ID: mdl-34028025

ABSTRACT

High-grade dysplasia carries significant risk of transformation to hepatocellular carcinoma (HCC). Despite this, at the current standard of care, all non-malignant hepatic nodules including high-grade dysplastic nodules are managed similarly. This is partly related to difficulties in distinguishing high-risk pathology in the liver. We aimed to identify chromosome arm-level somatic copy number alterations (SCNAs) that characterise the transition of liver nodules along the cirrhosis-dysplasia-carcinoma axis. We validated our findings on an independent cohort using blood-derived cell-free DNA. A repository of non-cancer DNA sequences obtained from patients with HCC (n = 389) was analysed to generate cut-off thresholds aiming to minimise false-positive SCNAs. Tissue samples representing stages from the multistep process of hepatocarcinogenesis (n = 184) were subjected to low-pass whole genome sequencing. Chromosome arm-level SCNAs were identified in liver cirrhosis, dysplastic nodules, and HCC to assess their discriminative capacity. Samples positive for 1q+ or 8q+ arm-level duplications were likely to be either HCC or high-grade dysplastic nodules as opposed to low-grade dysplastic nodules or cirrhotic tissue with an odds ratio (OR) of 35.5 (95% CI 11.5-110) and 16 (95% CI 6.4-40.2), respectively (p < 0.0001). In an independent cohort of patients recruited from Nottingham, UK, at least two out of four alterations (1q+, 4q-, 8p-, and 8q+) were detectable in blood-derived cell-free DNA of patients with HCC (n = 22) but none of the control patients with liver cirrhosis (n = 9). Arm-level SCNAs on 1q+ or 8q+ are associated with high-risk liver pathology. These can be detected using low-pass sequencing of cell-free DNA isolated from blood, which may be a future early cancer screening tool for patients with liver cirrhosis. © 2021 The Authors. The Journal of Pathology published by John Wiley & Sons, Ltd. on behalf of The Pathological Society of Great Britain and Ireland.


Subject(s)
Biomarkers, Tumor/blood , Carcinoma, Hepatocellular/diagnosis , Circulating Tumor DNA/blood , Liver Neoplasms/diagnosis , Precancerous Conditions/diagnosis , Biomarkers, Tumor/genetics , Carcinoma, Hepatocellular/blood , Cell-Free Nucleic Acids , DNA Copy Number Variations , Humans , Liver Diseases/blood , Liver Diseases/diagnosis , Liver Neoplasms/blood , Precancerous Conditions/blood
8.
Clin Cancer Res ; 27(8): 2246-2254, 2021 04 15.
Article in English | MEDLINE | ID: mdl-33658300

ABSTRACT

PURPOSE: There is potential for fecal microbiome profiling to improve colorectal cancer screening. This has been demonstrated by research studies, but it has not been quantified at scale using samples collected and processed routinely by a national screening program. EXPERIMENTAL DESIGN: Between 2016 and 2019, the largest of the NHS Bowel Cancer Screening Programme hubs prospectively collected processed guaiac fecal occult blood test (gFOBT) samples with subsequent colonoscopy outcomes: blood-negative [n = 491 (22%)]; colorectal cancer [n = 430 (19%)]; adenoma [n = 665 (30%)]; colonoscopy-normal [n = 300 (13%)]; nonneoplastic [n = 366 (16%)]. Samples were transported and stored at room temperature. DNA underwent 16S rRNA gene V4 amplicon sequencing. Taxonomic profiling was performed to provide features for classification via random forests (RF). RESULTS: Samples provided 16S amplicon-based microbial profiles, which confirmed previously described colorectal cancer-microbiome associations. Microbiome-based RF models showed potential as a first-tier screen, distinguishing colorectal cancer or neoplasm (colorectal cancer or adenoma) from blood-negative with AUC 0.86 (0.82-0.89) and AUC 0.78 (0.74-0.82), respectively. Microbiome-based models also showed potential as a second-tier screen, distinguishing from among gFOBT blood-positive samples, colorectal cancer or neoplasm from colonoscopy-normal with AUC 0.79 (0.74-0.83) and AUC 0.73 (0.68-0.77), respectively. Models remained robust when restricted to 15 taxa, and performed similarly during external validation with metagenomic datasets. CONCLUSIONS: Microbiome features can be assessed using gFOBT samples collected and processed routinely by a national colorectal cancer screening program to improve accuracy as a first- or second-tier screen. The models required as few as 15 taxa, raising the potential of an inexpensive qPCR test. This could reduce the number of colonoscopies in countries that use fecal occult blood test screening.


Subject(s)
Colorectal Neoplasms/diagnosis , Early Detection of Cancer/methods , Gastrointestinal Microbiome , Aged , Aged, 80 and over , Colonoscopy , Colorectal Neoplasms/microbiology , DNA, Bacterial/isolation & purification , Early Detection of Cancer/statistics & numerical data , England , Feces/microbiology , Female , Humans , Male , Middle Aged , Occult Blood , Prospective Studies , RNA, Ribosomal, 16S/genetics , State Medicine
9.
Sci Rep ; 11(1): 3138, 2021 02 04.
Article in English | MEDLINE | ID: mdl-33542447

ABSTRACT

Liquid biopsy testing utilising Next Generation Sequencing (NGS) is rapidly moving towards clinical adoption for personalised oncology. However, before NGS can fulfil its potential any novel testing approach must identify ways of reducing errors, allowing separation of true low-frequency mutations from procedural artefacts, and be designed to improve upon current technologies. Popular NGS technologies typically utilise two DNA capture approaches; PCR and ligation, which have known limitations and seem to have reached a development plateau with only small, stepwise improvements being made. To maximise the ultimate utility of liquid biopsy testing we have developed a highly versatile approach to NGS: Adaptor Template Oligo Mediated Sequencing (ATOM-Seq). ATOM-Seq's strengths and versatility avoid the major limitations of both PCR- and ligation-based approaches. This technology is ligation free, simple, efficient, flexible, and streamlined, and it offers novel advantages that make it perfectly suited for use on highly challenging clinical material. Using reference and clinical materials, we demonstrate detection of known SNVs down to allele frequencies of 0.1% using as little as 20-25 ng of cfDNA, as well as the ability to detect fusions from RNA. We illustrate ATOM-Seq's suitability for clinical testing by showing high concordance rates between paired cfDNA and FFPE clinical samples.


Subject(s)
Circulating Tumor DNA/genetics , Colonic Neoplasms/diagnosis , High-Throughput Nucleotide Sequencing/methods , Lung Neoplasms/diagnosis , RNA, Neoplasm/genetics , Alleles , Base Sequence , Circulating Tumor DNA/blood , Colonic Neoplasms/blood , Colonic Neoplasms/genetics , Colonic Neoplasms/pathology , DNA Primers/chemical synthesis , DNA Primers/metabolism , Gene Frequency , Gene Library , Humans , Liquid Biopsy , Lung Neoplasms/blood , Lung Neoplasms/genetics , Lung Neoplasms/pathology , Polymorphism, Single Nucleotide , RNA, Neoplasm/blood , Sensitivity and Specificity
10.
Genome Med ; 13(1): 27, 2021 02 16.
Article in English | MEDLINE | ID: mdl-33593386

ABSTRACT

BACKGROUND: The incidence of colorectal cancer (CRC) is increasing in developing countries, yet limited research on the CRC- associated microbiota has been conducted in these areas, in part due to scarce resources, facilities, and the difficulty of fresh or frozen stool storage/transport. Here, we aimed (1) to establish a broad representation of diverse developing countries (Argentina, Chile, India, and Vietnam); (2) to validate a 'resource-light' sample-collection protocol translatable in these settings using guaiac faecal occult blood test (gFOBT) cards stored and, importantly, shipped internationally at room temperature; (3) to perform initial profiling of the collective CRC-associated microbiome of these developing countries; and (4) to compare this quantitatively with established CRC biomarkers from developed countries. METHODS: We assessed the effect of international storage and transport at room temperature by replicating gFOBT from five UK volunteers, storing two in the UK, and sending replicates to institutes in the four countries. Next, to determine the effect of prolonged UK storage, DNA extraction replicates for a subset of samples were performed up to 252 days apart. To profile the CRC-associated microbiome of developing countries, gFOBT were collected from 41 treatment-naïve CRC patients and 40 non-CRC controls from across the four institutes, and V4 16S rRNA gene sequencing was performed. Finally, we constructed a random forest (RF) model that was trained and tested against existing datasets from developed countries. RESULTS: The microbiome was stably assayed when samples were stored/transported at room temperature and after prolonged UK storage. Large-scale microbiome structure was separated by country and continent, with a smaller effect from CRC. Importantly, the RF model performed similarly to models trained using external datasets and identified similar taxa of importance (Parvimonas, Peptostreptococcus, Fusobacterium, Alistipes, and Escherichia). CONCLUSIONS: This study demonstrates that gFOBT, stored and transported at room temperature, represents a suitable method of faecal sample collection for amplicon-based microbiome biomarkers in developing countries and suggests a CRC-faecal microbiome association that is consistent between developed and developing countries.


Subject(s)
Colorectal Neoplasms/microbiology , Developed Countries , Developing Countries , Feces/microbiology , Gastrointestinal Microbiome , Adult , Aged , Case-Control Studies , Female , Geography , Guaiac , Humans , Male , Middle Aged , Occult Blood , Transportation , United Kingdom
11.
J Appl Stat ; 48(4): 605-622, 2021.
Article in English | MEDLINE | ID: mdl-35706990

ABSTRACT

The purpose of this study is to highlight the application of sparse logistic regression models in dealing with prediction of tumour pathological subtypes based on lung cancer patients' genomic information. We consider sparse logistic regression models to deal with the high dimensionality and correlation between genomic regions. In a hierarchical likelihood (HL) method, it is assumed that the random effects follow a normal distribution and its variance is assumed to follow a gamma distribution. This formulation considers ridge and lasso penalties as special cases. We extend the HL penalty to include a ridge penalty (called 'HLnet') in a similar principle of the elastic net penalty, which is constructed from lasso penalty. The results indicate that the HL penalty creates more sparse estimates than lasso penalty with comparable prediction performance, while HLnet and elastic net penalties have the best prediction performance in real data. We illustrate the methods in a lung cancer study.

12.
Analyst ; 146(2): 581-589, 2021 Jan 21.
Article in English | MEDLINE | ID: mdl-33179632

ABSTRACT

Rectal cancer patients frequently receive pre-operative radiotherapy (RT), prior to surgical resection. However, colorectal cancer is heterogeneous and the degree of tumour response to pre-operative RT is highly variable. There are currently no clinically approved methods of predicting response to RT, and a significant proportion of patients will show no clinical benefit, despite enduring the side-effects. We evaluated the use of Raman spectroscopy (RS), a non-destructive technique able to provide the unique chemical fingerprint of tissues, as a potential tool to stratify patient response to pre-operative RT. Raman measurements were obtained from the formalin-fixed, paraffin-embedded (FFPE) pre-treatment biopsy specimens of 20 rectal cancer patients who received pre-operative RT. A principal component analysis and linear discriminant analysis algorithm was able to classify patient response to pre-operative RT as good or poor, with an accuracy of 86.04 ± 0.14% (standard error). Patients with a good response to RT showed greater contributions from protein-associated peaks, whereas patients who responded poorly showed greater lipid contributions. These results demonstrate that RS is able to reliably classify tumour response to pre-operative RT from FFPE biopsies and highlights its potential to guide personalised cancer patient treatment.


Subject(s)
Preoperative Period , Rectal Neoplasms/radiotherapy , Spectrum Analysis, Raman/methods , Aged , Biopsy , Female , Humans , Male , Middle Aged , Paraffin Embedding , Rectal Neoplasms/pathology , Rectal Neoplasms/surgery , Tissue Fixation , Treatment Outcome
13.
Nature ; 580(7802): 269-273, 2020 04.
Article in English | MEDLINE | ID: mdl-32106218

ABSTRACT

Various species of the intestinal microbiota have been associated with the development of colorectal cancer1,2, but it has not been demonstrated that bacteria have a direct role in the occurrence of oncogenic mutations. Escherichia coli can carry the pathogenicity island pks, which encodes a set of enzymes that synthesize colibactin3. This compound is believed to alkylate DNA on adenine residues4,5 and induces double-strand breaks in cultured cells3. Here we expose human intestinal organoids to genotoxic pks+ E. coli by repeated luminal injection over five months. Whole-genome sequencing of clonal organoids before and after this exposure revealed a distinct mutational signature that was absent from organoids injected with isogenic pks-mutant bacteria. The same mutational signature was detected in a subset of 5,876 human cancer genomes from two independent cohorts, predominantly in colorectal cancer. Our study describes a distinct mutational signature in colorectal cancer and implies that the underlying mutational process results directly from past exposure to bacteria carrying the colibactin-producing pks pathogenicity island.


Subject(s)
Colorectal Neoplasms/genetics , Colorectal Neoplasms/microbiology , Escherichia coli/genetics , Escherichia coli/pathogenicity , Genomic Islands/genetics , Mutagenesis , Mutation , Coculture Techniques , Cohort Studies , Consensus Sequence , DNA Damage , Gastrointestinal Microbiome , Humans , Organoids/cytology , Organoids/metabolism , Organoids/microbiology , Peptides/genetics , Polyketides
14.
Inflamm Bowel Dis ; 24(7): 1597-1605, 2018 06 08.
Article in English | MEDLINE | ID: mdl-29668957

ABSTRACT

Background: The microbiome is implicated in the pathogenesis of inflammatory bowel disease (IBD) and irritable bowel syndrome (IBS). Whether a distinct microbiome profile is associated with the reporting of IBS-type symptoms in IBD patients is uncertain. We aimed to resolve this issue using a cross-sectional study design. Methods: Using clinical disease activity indices, the Rome III criteria for IBS and fecal calprotectin levels, we divided IBD patients into 4 groups: IBS-type symptoms, quiescent disease, occult inflammation, and active disease. A16S rRNA microbiome analysis was performed to determine whether any taxa were differentially abundant, and whether there were any differences in alpha or beta diversity in patients reporting IBS-type symptoms compared with those in the other 3 groups. Results: Of 270 patients included, 70 (25.9%) had IBS-type symptoms, 81 (30.0%) quiescent IBD, 66 (24.4%) occult inflammation, and 53 (19.6%) active IBD. At phylum level, there was a nonsignificant increase in the abundance of Actinobacteria in patients reporting IBS-type symptoms, but no other differences at any taxonomic level. When compared with patients reporting IBS-type symptoms, mean alpha diversity was greater in patients with quiescent disease, although this was nonsignificant (28.6 vs 31.7, P = 0.33), and similar to those with occult inflammation and active disease. Beta diversity variation among the 4 groups was significant for unweighted (P = 0.002) but not weighted (P = 0.21) UniFrac analysis. Conclusions: Reporting IBS-type symptoms was not associated with distinct microbiome alterations. Unmeasured confounding could have impacted the significance of our findings.


Subject(s)
Gastrointestinal Microbiome , Inflammatory Bowel Diseases/complications , Irritable Bowel Syndrome/diagnosis , Adult , Aged , Bacteria/classification , Cross-Sectional Studies , Feces/chemistry , Feces/microbiology , Female , Humans , Irritable Bowel Syndrome/epidemiology , Leukocyte L1 Antigen Complex/analysis , Male , Middle Aged , RNA, Ribosomal, 16S/analysis
15.
Gut ; 67(11): 1974-1983, 2018 11.
Article in English | MEDLINE | ID: mdl-28951525

ABSTRACT

OBJECTIVE: Omega-3 polyunsaturated fatty acids (PUFAs) have anticolorectal cancer (CRC) activity. The intestinal microbiota has been implicated in colorectal carcinogenesis. Dietary omega-3 PUFAs alter the mouse intestinal microbiome compatible with antineoplastic activity. Therefore, we investigated the effect of omega-3 PUFA supplements on the faecal microbiome in middle-aged, healthy volunteers (n=22). DESIGN: A randomised, open-label, cross-over trial of 8 weeks' treatment with 4 g mixed eicosapentaenoic acid/docosahexaenoic acid in two formulations (soft-gel capsules and Smartfish drinks), separated by a 12-week 'washout' period. Faecal samples were collected at five time-points for microbiome analysis by 16S ribosomal RNA PCR and Illumina MiSeq sequencing. Red blood cell (RBC) fatty acid analysis was performed by liquid chromatography tandem mass spectrometry. RESULTS: Both omega-3 PUFA formulations induced similar changes in RBC fatty acid content, except that drinks were associated with a larger, and more prolonged, decrease in omega-6 PUFA arachidonic acid than the capsule intervention (p=0.02). There were no significant changes in α or ß diversity, or phyla composition, associated with omega-3 PUFA supplementation. However, a reversible increased abundance of several genera, including Bifidobacterium, Roseburia and Lactobacillus was observed with one or both omega-3 PUFA interventions. Microbiome changes did not correlate with RBC omega-3 PUFA incorporation or development of omega-3 PUFA-induced diarrhoea. There were no treatment order effects. CONCLUSION: Omega-3 PUFA supplementation induces a reversible increase in several short-chain fatty acid-producing bacteria, independently of the method of administration. There is no simple relationship between the intestinal microbiome and systemic omega-3 PUFA exposure. TRIAL REGISTRATION NUMBER: ISRCTN18662143.


Subject(s)
Fatty Acids, Omega-3/therapeutic use , Feces/microbiology , Gastrointestinal Microbiome/drug effects , Aged , Chromatography, Liquid , Cross-Over Studies , Dietary Supplements , Fatty Acids/blood , Female , Healthy Volunteers , Humans , Male , Mass Spectrometry , Middle Aged , Polymerase Chain Reaction
16.
Cancer Res ; 77(18): 4961-4972, 2017 09 15.
Article in English | MEDLINE | ID: mdl-28760853

ABSTRACT

Head and neck squamous cell carcinoma (HNSCC) includes epithelial cancers of the oral and nasal cavity, larynx, and pharynx and accounts for ∼350,000 deaths per year worldwide. Smoking-related HNSCC is associated with few targetable mutations but is defined by frequent copy-number alteration, the most common of which is gain at 3q. Critical 3q target genes have not been conclusively determined for HNSCC. Here, we present data indicating that MAP3K13 (encoding LZK) is an amplified driver gene in HNSCC. Copy-number gain at 3q resulted in increased MAP3K13 mRNA in HNSCC tumor samples and cell lines. Silencing LZK reduced cell viability and proliferation of HNSCC cells with 3q gain but not control cell lines. Inducible silencing of LZK caused near-complete loss of colony-forming ability in cells harboring 3q gain. These results were validated in vivo by evidence that LZK silencing was sufficient to reduce tumor growth in a xenograft model of HNSCC. Our results establish LZK as critical for maintaining expression of mutant stabilized p53. Cancer Res; 77(18); 4961-72. ©2017 AACR.


Subject(s)
Carcinoma, Squamous Cell/pathology , Cell Proliferation , Head and Neck Neoplasms/pathology , MAP Kinase Kinase Kinases/metabolism , Mutant Proteins/metabolism , Mutation/genetics , Tumor Suppressor Protein p53/metabolism , Animals , Apoptosis , Biomarkers, Tumor , Carcinoma, Squamous Cell/genetics , Carcinoma, Squamous Cell/metabolism , Female , Head and Neck Neoplasms/genetics , Head and Neck Neoplasms/metabolism , Humans , MAP Kinase Kinase Kinases/genetics , Mice , Mice, Inbred NOD , Mice, SCID , Mutant Proteins/chemistry , Mutant Proteins/genetics , Protein Stability , Tumor Cells, Cultured , Tumor Suppressor Protein p53/chemistry , Tumor Suppressor Protein p53/genetics , Xenograft Model Antitumor Assays
17.
Genome Med ; 9(1): 53, 2017 06 07.
Article in English | MEDLINE | ID: mdl-28592326

ABSTRACT

BACKGROUND: It is frequently assumed that pre-invasive lesions are simpler precursors of cancer and will contain a limited subset of the genomic changes seen in their associated invasive disease. Driver mutations are thought to occur early, but it is not known how many of these are present in pre-invasive lesions. These assumptions need to be tested with the increasing focus on both personalised cancer treatments and early detection methodologies. METHODS: We examined genomic copy number changes in 256 pre-invasive and invasive samples from 69 oral cancer patients. Forty-eight samples from 16 patients were further examined using exome sequencing. RESULTS: Evidence of a shared ancestor of both dysplasia and carcinoma was seen in all but one patient. One-third of dysplasias showed independent copy number events. The remainder had a copy number pattern that was similar to or simpler than that of the carcinoma. All dysplasias examined contained somatic mutations absent in the related carcinoma. Previously observed copy number changes and TP53 mutations were very frequently observed, and almost always shared between dysplasia and carcinoma. Other gene changes were more sporadic. Pathway analysis confirmed that each patient's disease developed in a different way. Examining the numbers of shared mutations and the rate of accumulation of mutations showed evidence that all samples contain a population of sub-clones, with little evidence of selective advantage of a subset of these. CONCLUSIONS: These findings suggest that most of the genomic changes driving oral cancer occur in the pre-cancerous state by way of gradual random accumulation rather than a dramatic single event.


Subject(s)
Carcinoma/pathology , DNA Copy Number Variations , Mouth Neoplasms/pathology , Mutation , Carcinoma/genetics , Carcinoma/metabolism , Disease Progression , Exome , Genes, Neoplasm , Genomics , Humans , Mouth Neoplasms/genetics , Mouth Neoplasms/metabolism , Neoplasm Invasiveness , Sequence Analysis, DNA
18.
BMC Med Genomics ; 10(1): 17, 2017 03 18.
Article in English | MEDLINE | ID: mdl-28315634

ABSTRACT

BACKGROUND: The importance of accurate and affordable mutation calling in fixed pathology samples is becoming increasingly important as we move into the era of personalised medicine. The Affymetrix OncoScan® Array platform is designed to produce actionable mutation calls in archival material. METHODS: We compared calls made using the OncoScan platform with calls made using a custom designed PCR panel followed by next-generation sequencing (NGS), in order to benchmark the sensitivity and specificity of the OncoScan calls in a large cohort of fixed tumour samples. 392 fixed, clinical samples were sequenced, encompassing 641 PCR regions, 403 putative positive calls and 1528 putative negative calls. RESULTS: A small number of mutations could not be validated, either due to large indels or pseudogenes impairing parts of the NGS pipeline. For the remainder, if calls were filtered according to simple quality metrics, both sensitivity and specificity for the OncoScan platform were over 98%. This applied even to samples with poorer sample quality and lower variant allele frequency (5-10%) than product claims indicated. CONCLUSIONS: This benchmarking study will be useful to users and potential users of this platform, who wish to compare technologies or interpret their own results.


Subject(s)
DNA Mutational Analysis/methods , High-Throughput Nucleotide Sequencing , Neoplasms/genetics , Oligonucleotide Array Sequence Analysis , Polymerase Chain Reaction , Humans
19.
J Clin Pathol ; 70(7): 600-606, 2017 Jul.
Article in English | MEDLINE | ID: mdl-28011577

ABSTRACT

AIMS: With a growing interest in the influence the gut microbiome has on the development of colorectal cancer (CRC), we investigated the feasibility and stability of isolating and typing microbial DNA from guaiac faecal occult blood test (gFOBt) cards. This has the future potential to screen the microbial populations present in confirmed colorectal neoplasia cases with aims to predict the presence and development of CRC. METHODS: Fresh stool samples from three healthy volunteers were applied to gFOBt cards. DNA was extracted from both the cards and fresh stool samples. A series of additional cards were prepared from one volunteer, and extracted at time points between 2 weeks and 3 years. The V4 region of the 16S rRNA gene was amplified and sequenced on an Illumina MiSeq at 2×250 bp read lengths. Data were analysed using QIIME software. RESULTS: Samples were grouped both by volunteer and by type (fresh or gFOBt), and compared a variety of ways: visual inspection of taxa, α and ß diversity, intraclass correlation. In all comparisons, samples grouped by volunteer, and not by sample type. The different time points showed no appreciable differences with increased storage time. CONCLUSIONS: This study has demonstrated that there is good concordance between microbial DNA isolated from fresh stool sample, and from the matched gFOBt card. Samples stored for up to 3 years showed no detrimental effect on measureable microbial DNA. This study has important future implications for investigating microbial influence on CRC development and other pathologies.


Subject(s)
Guaiac , Indicators and Reagents , Occult Blood , RNA, Ribosomal, 16S/genetics , Colorectal Neoplasms/diagnosis , DNA, Bacterial/metabolism , Drug Stability , Feasibility Studies , Feces/chemistry , Gastrointestinal Microbiome , Healthy Volunteers , Humans , Sequence Analysis, RNA
20.
Head Neck ; 38 Suppl 1: E2395-402, 2016 04.
Article in English | MEDLINE | ID: mdl-25900457

ABSTRACT

Progress in sequencing technology is intrinsically linked to progress in understanding cancer genomics. The purpose of this review was to discuss the development from Sanger sequencing to next-generation sequencing (NGS) technology. We highlight the technical considerations for understanding reports using NGS. We discuss the findings of studies in head and neck cancer using NGS as well as The Cancer Genome Atlas. Finally we discuss future routes for research utilizing this methodology and the potential impact of this. © 2015 Wiley Periodicals, Inc. Head Neck 38: E2395-E2402, 2016.


Subject(s)
Head and Neck Neoplasms/genetics , High-Throughput Nucleotide Sequencing , Genomics , Humans
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