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2.
Sci Rep ; 12(1): 13609, 2022 08 10.
Article in English | MEDLINE | ID: mdl-35948568

ABSTRACT

Colorectal cancer (CRC) is characterised by heritable risk that is not well understood. Heritable, genetic variation at 11q23.1 is associated with increased colorectal cancer (CRC) risk, demonstrating eQTL effects on 3 cis- and 23 trans-eQTL targets. We sought to determine the relationship between 11q23.1 cis- and trans-eQTL target expression and test for potential cell-specificity. scRNAseq from 32,361 healthy colonic epithelial cells was aggregated and subject to weighted gene co-expression network analysis (WGCNA). One module (blue) included 19 trans-eQTL targets and was correlated with POU2AF2 expression only. Following unsupervised clustering of single cells, the expression of 19 trans-eQTL targets was greatest and most variable in cluster number 11, which transcriptionally resembled tuft cells. 14 trans-eQTL targets were found to demarcate this cluster, 11 of which were corroborated in a second dataset. Intra-cluster WGCNA and module preservation analysis then identified twelve 11q23.1 trans-eQTL targets to comprise a network that was specific to cluster 11. Finally, linear modelling and differential abundance testing showed 11q23.1 trans-eQTL target expression was predictive of cluster 11 abundance. Our findings suggest 11q23.1 trans-eQTL targets comprise a POU2AF2-related network that is likely tuft cell-specific and reduced expression of these genes correlates with reduced tuft cell abundance in silico.


Subject(s)
Colorectal Neoplasms , Quantitative Trait Loci , Cluster Analysis , Colorectal Neoplasms/genetics , Humans
3.
FASEB J ; 36(1): e22082, 2022 01.
Article in English | MEDLINE | ID: mdl-34918389

ABSTRACT

Vitamin D deficiency is associated with risk of several common cancers, including colorectal cancer (CRC). Here we have utilized patient derived epithelial organoids (ex vivo) and CRC cell lines (in vitro) to show that calcitriol (1,25OHD) increased the expression of the CRC tumor suppressor gene, CDH1, at both the transcript and protein level. Whole genome expression analysis demonstrated significant differential expression of a further six genes after 1,25OHD treatment, including genes with established links to carcinogenesis GADD45, EFTUD1 and KIAA1199. Furthermore, gene ontologies relevant to carcinogenesis were enriched by 1,25OHD treatment (e.g., 'regulation of Wnt signaling pathway', 'regulation of cell death'), with common enriched processes across in vitro and ex vivo cultures including 'negative regulation of cell proliferation', 'regulation of cell migration' and 'regulation of cell differentiation'. Our results identify genes and pathways that are modifiable by calcitriol that have links to CRC tumorigenesis. Hence the findings provide potential mechanism to the epidemiological and clinical trial data indicating a causal association between vitamin D and CRC. We suggest there is strong rationale for further well-designed trials of vitamin D supplementation as a novel CRC chemopreventive and chemotherapeutic agent.


Subject(s)
Antineoplastic Agents/pharmacology , Carcinogenesis/drug effects , Gene Expression Regulation, Neoplastic/drug effects , Neoplasm Proteins/biosynthesis , Neoplasms/metabolism , Transcriptome/drug effects , Vitamin D/analogs & derivatives , Caco-2 Cells , HCT116 Cells , Humans , Neoplasms/drug therapy , Neoplasms/pathology , Vitamin D/pharmacology
4.
Int J Cancer ; 149(5): 1100-1108, 2021 09 01.
Article in English | MEDLINE | ID: mdl-33937989

ABSTRACT

Site-specific variation in colorectal cancer (CRC) incidence, biology and prognosis are poorly understood. We sought to determine whether common genetic variants influencing CRC risk might exhibit topographical differences on CRC risk through regional differences in effects on gene expression in the large bowel mucosa. We conducted a site-specific genetic association study (10 630 cases, 31 331 controls) to identify whether established risk variants exert differential effects on risk of proximal, compared to distal CRC. We collected normal colorectal mucosa and blood from 481 subjects and assessed mucosal gene expression using Illumina HumanHT-12v4 arrays in relation to germline genotype. Expression quantitative trait loci (eQTLs) were explored by anatomical location of sampling. The rs3087967 genotype (chr11q23.1 risk variant) exhibited significant site-specific effects-risk of distal CRC (odds ratio [OR] = 1.20, P = 8.20 × 10-20 ) with negligible effects on proximal CRC risk (OR = 1.05, P = .10). Expression of 1261 genes differed between proximal and distal colonic mucosa (top hit PRAC gene, fold-difference = 10, P = 3.48 × 10-57 ). In eQTL studies, rs3087967 genotype was associated with expression of 8 cis- and 21 trans-genes. Four of these (AKAP14, ADH5P4, ASGR2, RP11-342M1.7) showed differential effects by site, with strongest trans-eQTL signals in proximal colonic mucosa (eg, AKAP14, beta = 0.61, P = 5.02 × 10-5 ) and opposite signals in distal mucosa (AKAP14, beta = -0.17, P = .04). In summary, genetic variation at the chr11q23.1 risk locus imparts greater risk of distal rather than proximal CRC and exhibits site-specific differences in eQTL effects in normal mucosa. Topographical differences in genomic control over gene expression relevant to CRC risk may underlie site-specific variation in CRC. Results may inform individualised CRC screening programmes.


Subject(s)
Biomarkers, Tumor/genetics , Colorectal Neoplasms/genetics , Gene Expression Regulation, Neoplastic , Genetic Predisposition to Disease , Intestinal Mucosa/metabolism , Polymorphism, Single Nucleotide , Quantitative Trait Loci , Adolescent , Adult , Aged , Aged, 80 and over , Case-Control Studies , Colorectal Neoplasms/etiology , Colorectal Neoplasms/pathology , Female , Follow-Up Studies , Genome-Wide Association Study , Genotype , Humans , Intestinal Mucosa/pathology , Male , Middle Aged , Prognosis , Risk Factors , Transcriptome , Young Adult
5.
Colorectal Dis ; 23(7): 1639-1648, 2021 07.
Article in English | MEDLINE | ID: mdl-33682302

ABSTRACT

AIM: The dramatic curtailment of endoscopy and CT colonography capacity during the coronavirus pandemic has adversely impacted timely diagnosis of colorectal cancer (CRC). We describe a rapidly implemented COVID-adapted diagnostic pathway to mitigate risk and maximize cancer diagnosis in patients referred with symptoms of suspected CRC. METHOD: The 'COVID-adapted pathway' integrated multiple quantitative faecal immunochemical tests (qFIT) to enrich for significant colorectal disease with judicious use of CT with oral contrast to detect gross pathology. Patients reporting 'high-risk' symptoms were triaged to qFIT+CT and the remainder underwent an initial qFIT to inform subsequent investigation. Demographic and clinical data were prospectively collected. Outcomes comprised cancer detection frequency. RESULTS: Overall, 422 patients (median age 64 years, 220 women) were triaged using this pathway. Most (84.6%) were referred as 'urgent suspicious of cancer'. Of the 422 patients, 202 (47.9%) were triaged to CT and qFIT, 211 (50.0%) to qFIT only, eight (1.9%) to outpatient clinic and one to colonoscopy. Fifteen (3.6%) declined investigation and seven (1.7%) were deemed unfit. We detected 13 cancers (3.1%), similar to the mean cancer detection rate from all referrals in 2017-2019 (3.3%). Compared with the period 1 April-31 May in 2017-2019, we observed a 43% reduction in all primary care referrals (1071 referrals expected reducing to 609). CONCLUSION: This COVID-adapted pathway mitigated the adverse effects on diagnostic capacity and detected cancer at the expected rate within those referred. However, the overall reduction in the number of referrals was substantial. The described risk-mitigating measures could be a useful adjunct whilst standard diagnostic services remain constrained due to the ongoing pandemic.


Subject(s)
COVID-19 , Colorectal Neoplasms , Aged , Colonoscopy , Colorectal Neoplasms/diagnosis , Female , Humans , Male , Middle Aged , Occult Blood , SARS-CoV-2 , Triage
6.
Int J Cancer ; 148(11): 2774-2778, 2021 06 01.
Article in English | MEDLINE | ID: mdl-33411955

ABSTRACT

Previous studies using additive genetic models failed to identify robust evidence of associations between colorectal cancer (CRC) risk variants and survival outcomes. However, additive models can be prone to false negative detection if the underlying inheritance mode is recessive. Here, we tested all currently known CRC-risk variants (n = 129) in a discovery analysis of 5675 patients from a Scottish cohort. Significant associations were then validated in 2474 CRC cases from UK Biobank. We found that the TT genotype of the intron variant rs7495132 in the CRTC3 gene was associated with clinically relevant poorer CRC-specific survival in both the discovery (hazard ratio [HR] = 1.97, 95% confidence interval [CI] = 1.41-2.74, P = 6.1 × 10-5 ) and validation analysis (HR = 1.69, 95% CI = 1.03-2.79, P = .038). In addition, the GG genotype of rs10161980 (intronic variant of AL139383.1 lncRNA) was associated with worse overall survival in the discovery cohort (HR = 1.24, 95% CI = 1.10-1.39, P = 3.4 × 10-4 ) and CRC-specific survival in the validation cohort (HR = 1.26, 95% CI = 1.01-1.56, P = .040). Our findings show that common genetic risk factors can also influence CRC survival outcome.


Subject(s)
Colorectal Neoplasms/mortality , Polymorphism, Single Nucleotide , RNA, Long Noncoding/genetics , Aged , Biological Specimen Banks , Colorectal Neoplasms/genetics , Female , Genetic Association Studies , Genetic Predisposition to Disease , Humans , Male , Middle Aged , Scotland , Survival Analysis
8.
Front Genet ; 12: 783970, 2021.
Article in English | MEDLINE | ID: mdl-35096006

ABSTRACT

Colorectal cancer (CRC) is a common, multifactorial disease. While observational studies have identified an association between lower vitamin D and higher CRC risk, supplementation trials have been inconclusive and the mechanisms by which vitamin D may modulate CRC risk are not well understood. We sought to perform a weighted gene co-expression network analysis (WGCNA) to identify modules present after vitamin D supplementation (when plasma vitamin D level was sufficient) which were absent before supplementation, and then to identify influential genes in those modules. The transcriptome from normal rectal mucosa biopsies of 49 individuals free from CRC were assessed before and after 12 weeks of 3200IU/day vitamin D (Fultium-D3) supplementation using paired-end total RNAseq. While the effects on expression patterns following vitamin D supplementation were subtle, WGCNA identified highly correlated genes forming gene modules. Four of the 17 modules identified in the post-vitamin D network were not preserved in the pre-vitamin D network, shedding new light on the biochemical impact of supplementation. These modules were enriched for GO terms related to the immune system, hormone metabolism, cell growth and RNA metabolism. Across the four treatment-associated modules, 51 hub genes were identified, with enrichment of 40 different transcription factor motifs in promoter regions of those genes, including VDR:RXR. Six of the hub genes were nominally differentially expressed in studies of vitamin D effects on adult normal mucosa organoids: LCN2, HLA-C, AIF1L, PTPRU, PDE4B and IFI6. By taking a gene-correlation network approach, we have described vitamin D induced changes to gene modules in normal human rectal epithelium in vivo, the target tissue from which CRC develops.

9.
Cell Mol Gastroenterol Hepatol ; 11(2): 465-489, 2021.
Article in English | MEDLINE | ID: mdl-32971322

ABSTRACT

BACKGROUND & AIMS: Aspirin reduces colorectal cancer (CRC) incidence and mortality. Understanding the biology responsible for this protective effect is key to developing biomarker-led approaches for rational clinical use. Wnt signaling drives CRC development from initiation to progression through regulation of epithelial-mesenchymal transition (EMT) and cancer stem cell populations. Here, we investigated whether aspirin can rescue these proinvasive phenotypes associated with CRC progression in Wnt-driven human and mouse intestinal organoids. METHODS: We evaluated aspirin-mediated effects on phenotype and stem cell markers in intestinal organoids derived from mouse (ApcMin/+ and Apcflox/flox) and human familial adenomatous polyposis patients. CRC cell lines (HCT116 and Colo205) were used to study effects on motility, invasion, Wnt signaling, and EMT. RESULTS: Aspirin rescues the Wnt-driven cystic organoid phenotype by promoting budding in mouse and human Apc deficient organoids, which is paralleled by decreased stem cell marker expression. Aspirin-mediated Wnt inhibition in ApcMin/+ mice is associated with EMT inhibition and decreased cell migration, invasion, and motility in CRC cell lines. Chemical Wnt activation induces EMT and stem-like alterations in CRC cells, which are rescued by aspirin. Aspirin increases expression of the Wnt antagonist Dickkopf-1 in CRC cells and organoids derived from familial adenomatous polyposis patients, which contributes to EMT and cancer stem cell inhibition. CONCLUSIONS: We provide evidence of phenotypic biomarkers of response to aspirin with an increased epithelial and reduced stem-like state mediated by an increase in Dickkopf-1. This highlights a novel mechanism of aspirin-mediated Wnt inhibition and potential phenotypic and molecular biomarkers for trials.


Subject(s)
Adenomatous Polyposis Coli/drug therapy , Aspirin/pharmacology , Intercellular Signaling Peptides and Proteins/agonists , Intestinal Mucosa/drug effects , Wnt Signaling Pathway/drug effects , Adenomatous Polyposis Coli/genetics , Adenomatous Polyposis Coli/pathology , Adenomatous Polyposis Coli Protein/genetics , Animals , Aspirin/therapeutic use , Disease Models, Animal , Female , Gene Expression Regulation, Neoplastic/drug effects , HCT116 Cells , Humans , Intercellular Signaling Peptides and Proteins/analysis , Intercellular Signaling Peptides and Proteins/metabolism , Intestinal Mucosa/cytology , Intestinal Mucosa/pathology , Intravital Microscopy , Male , Mice , Mice, Transgenic , Organoids/drug effects , Organoids/pathology , Primary Cell Culture
10.
Br J Cancer ; 123(11): 1705-1712, 2020 11.
Article in English | MEDLINE | ID: mdl-32929196

ABSTRACT

BACKGROUND: Low circulating vitamin D levels are associated with poor colorectal cancer (CRC) survival. We assess whether vitamin D supplementation improves CRC survival outcomes. METHODS: PubMed and Web of Science were searched. Randomised controlled trial (RCTs) of vitamin D supplementation reporting CRC mortality were included. RCTs with high risk of bias were excluded from analysis. Random-effects meta-analysis models calculated estimates of survival benefit with supplementation. The review is registered on PROSPERO, registration number: CRD42020173397. RESULTS: Seven RCTs (n = 957 CRC cases) were identified: three trials included patients with CRC at outset, and four population trials reported survival in incident cases. Two RCTs were excluded from meta-analysis (high risk of bias; no hazard ratio (HR)). While trials varied in inclusion criteria, intervention dose and outcomes, meta-analysis found a 30% reduction in adverse CRC outcomes with supplementation (n = 815, HR = 0.70; 95% confidence interval (CI): 0.48-0.93). A beneficial effect was seen in trials of CRC patients (progression-free survival, HR = 0.65; 95% CI: 0.36-0.94), with suggestive effect in incident CRC cases from population trials (CRC-specific survival, HR = 0.76; 95% CI: 0.39-1.13). No heterogeneity or publication bias was noted. CONCLUSIONS: Meta-analysis demonstrates a clinically meaningful benefit of vitamin D supplementation on CRC survival outcomes. Further well-designed, adequately powered RCTs are needed to fully evaluate benefit of supplementation in augmenting 'real-life' follow-up and adjuvant chemotherapy regimens, as well as determining optimal dosing.


Subject(s)
Colorectal Neoplasms/mortality , Dietary Supplements , Vitamin D , Disease Progression , Humans
12.
Cancer Epidemiol Biomarkers Prev ; 28(11): 1944-1946, 2019 11.
Article in English | MEDLINE | ID: mdl-31488414

ABSTRACT

BACKGROUND: Germline genetic variants may influence pathways of tumor progression common to multiple cancer types. Here, we investigated the association between survival after colorectal cancer diagnosis and 128 common genetic variants previously associated with prognosis in genome-wide association studies in different cancer types. METHODS: We studied survival outcomes in a large well-documented, prospective, population-based cohort (5,675 patients with colorectal cancer) with up to 20 years' follow-up. RESULTS: None of the 128 variants were significantly associated with overall or colorectal cancer-specific survival (P < 5 × 10-4, Bonferroni-corrected threshold). We observed suggestive evidence (P < 0.05) for eight variants (rs17026425, rs17057166, rs6854845, rs1728400, rs17693104, rs202280, rs6797464, and rs823920) in all colorectal cancer and two variants (rs17026425 and rs6854845) in rectal cancer that were concordant with previous reports. CONCLUSIONS: Given good statistical power (>0.80 for 75% of variants), this study indicates that most previously reported variants associated with cancer survival have limited influence on colorectal cancer prognosis. IMPACT: Although small effects cannot be excluded, clinically meaningful germline influences on patients with colorectal cancer as a group are unlikely.


Subject(s)
Genetic Variation/genetics , Colorectal Neoplasms/mortality , Colorectal Neoplasms/pathology , Female , Germ Cells , Humans , Male , Prognosis
13.
Int J Cancer ; 145(9): 2427-2432, 2019 11 01.
Article in English | MEDLINE | ID: mdl-31271446

ABSTRACT

Genome-wide association studies have thus far identified 130 genetic variants linked to colorectal cancer (CRC) risk (r2 < 0.2). Given their implication in disease causation, and thus plausible biologically effects on cancer-relevant biological pathways, we investigated whether these variants are associated with CRC prognosis and also whether they might provide predictive value for survival outcome. We conducted the analysis in a well-characterized population-based study of 5,675 patients after CRC diagnosis in Scotland. None of the genetic risk variants were associated with either overall survival (OS) or CRC-specific survival. Next, we combined the variants in a polygenic risk score, but again we observed no association between survival outcome and overall genetic susceptibility to CRC risk-as defined by common genetic variants (OS: hazard ratio = 1.00, 95% confidence interval = 0.96-1.05). Furthermore, we found no incremental increase in the discriminative performance when adding these genetic variants to the baseline CRC-survival predictive model of age, sex and stage at diagnosis. Given that our study is well-powered (>0.88) to detect effects on survival for 74% of the variants, we conclude that effects of common variants associated with CRC risk which have been identified to date are unlikely to have clinically relevant effect on survival outcomes for patients diagnosed with CRC.


Subject(s)
Colorectal Neoplasms/etiology , Colorectal Neoplasms/genetics , Genetic Predisposition to Disease/genetics , Aged , Cohort Studies , Colorectal Neoplasms/pathology , Female , Genome-Wide Association Study/methods , Genotype , Humans , Male , Middle Aged , Prognosis , Risk Factors , Scotland
14.
PLoS One ; 13(6): e0199350, 2018.
Article in English | MEDLINE | ID: mdl-29928061

ABSTRACT

Nod-like receptors (NLRs) are important innate pattern recognition receptors and regulators of inflammation or play a role during development. We systematically analysed 41 non-synonymous single nucleotide polymorphisms (SNPs) in 21 NLR genes in a Czech discovery cohort of sporadic colorectal cancer (CRC) (1237 cases, 787 controls) for their association with CRC risk and survival. Five SNPs were found to be associated with CRC risk and eight with survival at 5% significance level. In a replication analysis using data of two large genome-wide association studies (GWASs) from Germany (DACHS: 1798 cases and 1810 controls) and Scotland (2210 cases and 9350 controls) the associations found in the Czech discovery set were not confirmed. However, expression analysis in human gut-related tissues and immune cells revealed that the NLRs associated with CRC risk or survival in the discovery set were expressed in primary human colon or rectum cells, CRC tissue and/or cell lines, providing preliminary evidence for a potential involvement of NLRs in general in CRC development and/or progression. Most interesting was the finding that the enigmatic development-related NLRP5 (also known as MATER) was not expressed in normal colon tissue but in colon cancer tissue and cell lines. Future studies may show whether regulatory variants instead of coding variants might affect the expression of NLRs and contribute to CRC risk and survival.


Subject(s)
Colorectal Neoplasms/genetics , Genetic Association Studies , Genetic Variation , NLR Proteins/genetics , Open Reading Frames/genetics , Aged , Case-Control Studies , Czech Republic , Female , Gene Expression Regulation, Neoplastic , Genetic Predisposition to Disease , Hematopoiesis/genetics , Humans , Male , Polymorphism, Single Nucleotide/genetics , Risk Factors , Survival Analysis
16.
Sci Rep ; 6: 28098, 2016 06 15.
Article in English | MEDLINE | ID: mdl-27302279

ABSTRACT

In this study we demonstrate the potential value of Immunoglobulin G (IgG) glycosylation as a novel prognostic biomarker of colorectal cancer (CRC). We analysed plasma IgG glycans in 1229 CRC patients and correlated with survival outcomes. We assessed the predictive value of clinical algorithms and compared this to algorithms that also included glycan predictors. Decreased galactosylation, decreased sialylation (of fucosylated IgG glycan structures) and increased bisecting GlcNAc in IgG glycan structures were strongly associated with all-cause (q < 0.01) and CRC mortality (q = 0.04 for galactosylation and sialylation). Clinical algorithms showed good prediction of all-cause and CRC mortality (Harrell's C: 0.73, 0.77; AUC: 0.75, 0.79, IDI: 0.02, 0.04 respectively). The inclusion of IgG glycan data did not lead to any statistically significant improvements overall, but it improved the prediction over clinical models for stage 4 patients with the shortest follow-up time until death, with the median gain in the test AUC of 0.08. These glycan differences are consistent with significantly increased IgG pro-inflammatory activity being associated with poorer CRC prognosis, especially in late stage CRC. In the absence of validated biomarkers to improve upon prognostic information from existing clinicopathological factors, the potential of these novel IgG glycan biomarkers merits further investigation.


Subject(s)
Biomarkers, Tumor/blood , Colorectal Neoplasms/pathology , Immunoglobulin G/blood , Aged , Algorithms , Area Under Curve , Colorectal Neoplasms/blood , Colorectal Neoplasms/metabolism , Female , Humans , Male , Middle Aged , Neoplasm Staging , Predictive Value of Tests , Prognosis , Survival Analysis
18.
J Clin Oncol ; 32(23): 2430-9, 2014 Aug 10.
Article in English | MEDLINE | ID: mdl-25002714

ABSTRACT

PURPOSE: We investigated whether the plasma level of 25-hydroxyvitamin D (25-OHD) after a diagnosis of colorectal cancer (CRC) influences survival outcome. PATIENTS AND METHODS: We prospectively studied 1,598 patients with stage I to III CRC. We sought association between plasma 25-OHD and stage-specific survival and tested for interaction between 25-OHD level and variation at the vitamin D receptor (VDR) gene locus. Blood was sampled postoperatively, and plasma was assayed for 25-OHD by liquid chromatography-tandem mass spectrometry. VDR polymorphisms (rs1544410, rs10735810, rs7975232, rs11568820) were genotyped, and haplotypes were inferred by using BEAGLE software. We tested for association between survival and 25-OHD, VDR genotype/haplotype, and after applying a VDR genotype-25-OHD interaction term. We conducted Kaplan-Meier survival analysis and used Cox proportional hazards models to estimate adjusted hazard ratios (HRs). RESULTS: We found strong associations between plasma 25-OHD concentration and CRC-specific (P = .008) and all-cause mortality (P = .003). Adjusted HRs were 0.68 (95% CI, 0.50 to 0.90) and 0.70 (95% CI, 0.55 to 0.89), respectively (highest v lowest 25-OHD tertile), particularly in stage II disease (HR, 0.44; P = .004 for CRC-specific mortality). We detected gene-environment interactions between 25-OHD concentration and rs11568820 genotype for CRC-specific (P = .008) and all-cause (P = .022) mortality, number of protective alleles (P = .004 and P = .018, respectively), and GAGC haplotype at the VDR locus for all-cause mortality (P = .008). CONCLUSION: In patients with stage I to III CRC, postoperative plasma vitamin D is associated with clinically important differences in survival outcome, higher levels being associated with better outcome. We observed interactions between 25-OHD level and VDR genotype, suggesting a causal relationship between vitamin D and survival. The influence of vitamin D supplementation on CRC outcome will require further investigation.


Subject(s)
Colorectal Neoplasms/blood , Colorectal Neoplasms/mortality , Vitamin D/analogs & derivatives , Case-Control Studies , Colorectal Neoplasms/genetics , Colorectal Neoplasms/pathology , Female , Genotype , Humans , Male , Middle Aged , Neoplasm Staging , Polymorphism, Genetic , Prospective Studies , Receptors, Calcitriol/genetics , Risk Factors , Scotland/epidemiology , Vitamin D/blood , Vitamin D/metabolism
19.
Eur J Cancer Prev ; 23(1): 8-17, 2014 Jan.
Article in English | MEDLINE | ID: mdl-23820601

ABSTRACT

Colorectal cancer (CRC) accounts for 9.7% of all cancer cases and for 8% of all cancer-related deaths. Established risk factors include personal or family history of CRC as well as lifestyle and dietary factors. We investigated the relationship between CRC and demographic, lifestyle, food and nutrient risk factors through a case-control study that included 2062 patients and 2776 controls from Scotland. Forward and backward stepwise regression was applied and the stability of the models was assessed in 1000 bootstrap samples. The variables that were automatically selected to be included by the forward or backward stepwise regression and whose selection was verified by bootstrap sampling in the current study were family history, dietary energy, 'high-energy snack foods', eggs, juice, sugar-sweetened beverages and white fish (associated with an increased CRC risk) and NSAIDs, coffee and magnesium (associated with a decreased CRC risk). Application of forward and backward stepwise regression in this CRC study identified some already established as well as some novel potential risk factors. Bootstrap findings suggest that examination of the stability of regression models by bootstrap sampling is useful in the interpretation of study findings. 'High-energy snack foods' and high-energy drinks (including sugar-sweetened beverages and fruit juices) as risk factors for CRC have not been reported previously and merit further investigation as such snacks and beverages are important contributors in European and North American diets.


Subject(s)
Colorectal Neoplasms/epidemiology , Diet , Life Style , Adolescent , Adult , Aged , Case-Control Studies , Colorectal Neoplasms/etiology , Feeding Behavior , Female , Follow-Up Studies , Humans , Male , Middle Aged , Prognosis , Risk Factors , Scotland/epidemiology , Survival Rate , Young Adult
20.
Eur J Oncol Nurs ; 17(5): 570-7, 2013 Oct.
Article in English | MEDLINE | ID: mdl-23453570

ABSTRACT

PURPOSE: Survival from rectal cancer has improved substantially. Understanding the consequences of treatment is important to optimise patient support and minimise impact on daily life. We aimed to define the long-term prevalence of pelvic dysfunction following curative rectal cancer surgery (+/- radiotherapy) within the context of overall quality of life. METHODS: We evaluated bowel, urinary and sexual function and quality of life using three validated questionnaires in patients treated for rectal cancer. This group was compared to patients undergoing abdominal surgery without pelvic dissection for colon cancer during the same time period. RESULTS: The response rate was 57% (381/667) with a median time interval of 4.4 years. A subset of rectal patients documented persistent problems with faecal leakage (16%); requiring to alter daily activities (18%); always needing to wear a protective pad (17%); rarely or never emptying their bowels fully (31%); difficulty controlling the passage of gas (32%) and requiring to modify diet (30%). Altered bowel function was found to impact on overall quality of life. Men reported increased erectile function difficulties. Pre-operative radiotherapy was associated with increased defecation problems as was low level of anastomosis (≤6 cm). CONCLUSION: In keeping with emergent evidence, this study has quantified the extent of late adverse effects with a sub-set of rectal cancer patients reporting persistent bowel function problems. The implications are now to consider current follow-up services and to 'trial' new models of comprehensive assessment and interventions in patients who are 'at risk' of experiencing late adverse effects of treatment.


Subject(s)
Colectomy/adverse effects , Fecal Incontinence/epidemiology , Neoadjuvant Therapy/methods , Quality of Life , Rectal Neoplasms/radiotherapy , Rectal Neoplasms/surgery , Age Distribution , Aged , Cohort Studies , Colectomy/methods , Colorectal Neoplasms/pathology , Colorectal Neoplasms/radiotherapy , Colorectal Neoplasms/surgery , Defecation/physiology , Fecal Incontinence/etiology , Fecal Incontinence/physiopathology , Female , Humans , Incidence , Male , Middle Aged , Postoperative Complications/epidemiology , Postoperative Complications/physiopathology , Rectal Neoplasms/mortality , Rectal Neoplasms/pathology , Retrospective Studies , Risk Assessment , Sex Distribution , Sexual Dysfunction, Physiological/epidemiology , Sexual Dysfunction, Physiological/etiology , Sexual Dysfunction, Physiological/physiopathology , Survivors , United Kingdom , Urinary Incontinence/epidemiology , Urinary Incontinence/etiology , Urinary Incontinence/physiopathology
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