scholarly journals Prognostic Effect of Inflammatory Genes on Stage I–III Colorectal Cancer—Integrative Analysis of TCGA Data

Cancers ◽  
2021 ◽  
Vol 13 (4) ◽  
pp. 751
Author(s):  
Eun Kyung Choe ◽  
Sangwoo Lee ◽  
So Yeon Kim ◽  
Manu Shivakumar ◽  
Kyu Joo Park ◽  
...  
Keyword(s):  
Colorectal Cancer ◽  
Overall Survival ◽  
Clinical Features ◽  
Cox Proportional Hazards ◽  
Integrative Analysis ◽  
Stage I ◽  
The Cancer Genome Atlas ◽  
Integrative Model ◽  
Inflammatory Status ◽  
Study Results

Background inflammatory status indicators have been reported as prognostic biomarkers of colorectal cancer (CRC). However, since inflammatory interactions with the colon involve various modes of action, the biological mechanism linking inflammation and CRC prognosis has not been fully elucidated. We comprehensively evaluated the predictive roles of the expression and methylation levels of inflammation-related genes for CRC prognosis and their pathophysiological associations. Method. An integrative analysis of 247 patients with stage I-III CRC from The Cancer Genome Atlas was conducted. Lasso-penalized Cox proportional hazards regression (Lasso-Cox) and statistical Cox proportional hazard regression (CPH) were used for the analysis. Results. Models to predict overall survival were designed with respective combinations of clinical variables, including age, sex, stage, gene expression, and methylation. An integrative model combining expression, methylation, and clinical features performed better (median C-index = 0.756) than the model with clinical features alone (median C-index = 0.726). Based on multivariate CPH with features from the best model, the methylation levels of CEP250, RAB21, and TNPO3 were significantly associated with overall survival. They did not share any biological process in functional networks. The 5-year survival rate was 29.8% in the low methylation group of CEP250 and 79.1% in the high methylation group (p < 0.001). Conclusion. Our study results implicate the importance of integrating expression and methylation information along with clinical information in the prediction of survival. CEP250, RAB21, and TNPO3 in the prediction model might have a crucial role in CRC prognosis and further improve our understanding of potential mechanisms linking inflammatory reactions and CRC progression.

Prognostic effect of inflammatory genes on stage I-III colorectal cancer – integrative analysis of TCGA data

2020 ◽  
Author(s):  
Eun Kyung Choe ◽  
Sangwoo Lee ◽  
So Yeon Kim ◽  
Manu Shivakumar ◽  
Kyu Joo Park ◽  
...  
Keyword(s):  
Colorectal Cancer ◽  
Overall Survival ◽  
Clinical Features ◽  
Proportional Hazards ◽  
Cox Proportional Hazards ◽  
Integrative Analysis ◽  
Stage I ◽  
The Cancer Genome Atlas ◽  
Integrative Model ◽  
Inflammatory Status

Abstract Background Inflammatory status indicators have been reported as a prognostic biomarker of colorectal cancer (CRC). However, since the inflammatory interactions with colon involve various modes of action, the biological mechanism to link inflammation and CRC prognosis is not fully elucidated. We comprehensively evaluated the predictive role of the expression and methylation level of inflammation-related genes for CRC prognosis and their pathophysiological associations. Method An integrative analysis was conducted on 247 patients of stage I-III CRC from The Cancer Genome Atlas. Lasso-penalized Cox proportional hazards regression (Lasso-Cox) and statistical Cox proportional hazard regression (CPH) were used for analysis. Result Models to predict overall survival were designed with respective combinations of clinical variables, including age, sex, stage, gene expression, and methylation. An integrative model combining expression, methylation, and clinical features had the highest performance (median C-index=0.756), compared to the model with clinical features alone (median C-index=0.726). By multivariate CPH with features from the best model, methylation levels of CEP250, RAB21 and TNPO3 were significantly associated with overall survival. They did not share any biological process in functional networks. The 5-year survival rate was 29.8% in a low methylation group of CEP250 and 79.1% in a high (P <0.001). Conclusion Our study result implicates the importance of integrating the expression and methylation information along with clinical information in prediction of survival. CEP250, RAB21 and TNPO3, in the prediction model might have a crucial role in CRC prognosis and further improve our understanding of potential mechanisms linking inflammatory reaction and CRC progression.

scholarly journals Eps15 Homology Domain-Containing Protein 3 Hypermethylation as a Prognostic and Predictive Marker for Colorectal Cancer

Biomedicines ◽  
2021 ◽  
Vol 9 (5) ◽  
pp. 453
Author(s):  
Yu-Han Wang ◽  
Shih-Ching Chang ◽  
Muhamad Ansar ◽  
Chin-Sheng Hung ◽  
Ruo-Kai Lin
Keyword(s):  
Colorectal Cancer ◽  
Overall Survival ◽  
Mrna Expression ◽  
Proportional Hazards ◽  
Uterine Cancer ◽  
Colonic Polyps ◽  
Predictive Marker ◽  
Cox Proportional Hazards ◽  
The Cancer Genome Atlas ◽  
Eps15 Homology Domain

Colorectal cancer (CRC) arises from chromosomal instability, resulting from aberrant hypermethylation in tumor suppressor genes. This study identified hypermethylated genes in CRC and investigated how they affect clinical outcomes. Methylation levels of specific genes were analyzed from The Cancer Genome Atlas dataset and 20 breast cancer, 16 esophageal cancer, 33 lung cancer, 15 uterine cancer, 504 CRC, and 9 colon polyp tissues and 102 CRC plasma samples from a Taiwanese cohort. In the Asian cohort, Eps15 homology domain-containing protein 3 (EHD3) had twofold higher methylation in 44.4% of patients with colonic polyps, 37.3% of plasma from CRC patients, and 72.6% of CRC tissues, which was connected to vascular invasion and high microsatellite instability. Furthermore, EHD3 hypermethylation was detected in other gastrointestinal cancers. In the Asian CRC cohort, low EHD3 mRNA expression was found in 45.1% of patients and was connected to lymph node metastasis. Multivariate Cox proportional-hazards survival analysis revealed that hypermethylation in women and low mRNA expression were associated with overall survival. In the Western CRC cohort, EHD3 hypermethylation was also connected to overall survival and lower chemotherapy and antimetabolite response rates. In conclusion, EHD3 hypermethylation contributes to the development of CRC in both Asian and Western populations.

scholarly journals Survival rates and prognostic factors in right- and left-sided colon cancer stage I–IV: an unselected retrospective single-center trial

2021 ◽  
Author(s):  
Claudius E. Degro ◽  
Richard Strozynski ◽  
Florian N. Loch ◽  
Christian Schineis ◽  
Fiona Speichinger ◽  
...  
Keyword(s):  
Colon Cancer ◽  
Overall Survival ◽  
Blood Level ◽  
Proportional Hazards ◽  
Survival Rates ◽  
Cox Proportional Hazards ◽  
Stage I ◽  
Cancer Stage ◽  
Single Center ◽  
Significant Difference

Abstract Purpose Colorectal cancer revealed over the last decades a remarkable shift with an increasing proportion of a right- compared to a left-sided tumor location. In the current study, we aimed to disclose clinicopathological differences between right- and left-sided colon cancer (rCC and lCC) with respect to mortality and outcome predictors. Methods In total, 417 patients with colon cancer stage I–IV were analyzed in the present retrospective single-center study. Survival rates were assessed using the Kaplan–Meier method and uni/multivariate analyses were performed with a Cox proportional hazards regression model. Results Our study showed no significant difference of the overall survival between rCC and lCC stage I–IV (p = 0.354). Multivariate analysis revealed in the rCC cohort the worst outcome for ASA (American Society of Anesthesiologists) score IV patients (hazard ratio [HR]: 16.0; CI 95%: 2.1–123.5), CEA (carcinoembryonic antigen) blood level > 100 µg/l (HR: 3.3; CI 95%: 1.2–9.0), increased lymph node ratio of 0.6–1.0 (HR: 5.3; CI 95%: 1.7–16.1), and grade 4 tumors (G4) (HR: 120.6; CI 95%: 6.7–2179.6) whereas in the lCC population, ASA score IV (HR: 8.9; CI 95%: 0.9–91.9), CEA blood level 20.1–100 µg/l (HR: 5.4; CI 95%: 2.4–12.4), conversion to laparotomy (HR: 14.1; CI 95%: 4.0–49.0), and severe surgical complications (Clavien-Dindo III–IV) (HR: 2.9; CI 95%: 1.5–5.5) were identified as predictors of a diminished overall survival. Conclusion Laterality disclosed no significant effect on the overall prognosis of colon cancer patients. However, group differences and distinct survival predictors could be identified in rCC and lCC patients.

scholarly journals P-82 Impact of type 2 diabetes mellitus in overall survival and clinical features of Latin patients with colorectal cancer: A 15-year follow-up

2021 ◽  
Vol 32 ◽  
pp. S125-S126
Author(s):  
G. Calderillo-Ruiz ◽  
C. Diaz ◽  
H. Lopez Basave ◽  
E. Ruiz-Garcia ◽  
A. Apodaca ◽  
...  
Keyword(s):  
Diabetes Mellitus ◽  
Colorectal Cancer ◽  
Type 2 Diabetes ◽  
Overall Survival ◽  
Type 2 Diabetes Mellitus ◽  
Clinical Features

Identification of a lncRNA prognostic signature-related to stem cell index and its significance in colorectal cancer

2021 ◽  
Author(s):  
Xiao-Cheng Wang ◽  
Ya Liu ◽  
Fei-Wu Long ◽  
Liang-Ren Liu ◽  
Chuan-Wen Fan
Keyword(s):  
Colorectal Cancer ◽  
Overall Survival ◽  
Prognostic Markers ◽  
The Cancer Genome Atlas ◽  
Prognostic Signature ◽  
Free Survival ◽  
Cancer Genome Atlas ◽  
Bioinformatic Approaches ◽  
Cell Phenotypes ◽  
The Relationship

Background: The relationship between long noncoding RNAs (lncRNAs) and the mRNA stemness index (mRNAsi) in colorectal cancer (CRC) is still unclear. Materials & methods: The mRNAsi, mRNAsi-related lncRNAs and their clinical significance were analyzed by bioinformatic approaches in The Cancer Genome Atlas (TCGA)-COREAD dataset. Results: mRNAsi was negatively related to pathological features but positively related to overall survival and recurrence-free survival in CRC. A five mRNAsi-related lncRNAs prognostic signature was further developed and showed independent prognostic factors related to overall survival in CRC patients, due to the five mRNAsi-related lncRNAs involved in several pathways of the cancer stem cells and malignant cancer cell phenotypes. Conclusion: The present study highlights the potential roles of mRNAsi-related lncRNAs as alternative prognostic markers.

scholarly journals P-226 Analysis of Hispanic Latino American patients with colorectal cancer, clinical features and laterality as a prognosis factor of overall survival

2020 ◽  
Vol 31 ◽  
pp. S164
Author(s):  
G. Calderillo-Ruiz ◽  
C. Diaz ◽  
D. Heredia ◽  
B. Carbajal-López ◽  
H. Lopez Basave ◽  
...  
Keyword(s):  
Colorectal Cancer ◽  
Overall Survival ◽  
Clinical Features ◽  
Prognosis Factor ◽  
Latino American

scholarly journals Development and Validation of a Unique Gignature of Cancer Stemness-related Genes for Predicting the Overall survival of Colorectal Cancer Patients

2020 ◽  
Author(s):  
Ran Wei ◽  
Jichuan Quan ◽  
Shuofeng Li ◽  
Zhao Lu ◽  
Xu Guan ◽  
...  
Keyword(s):  
Colorectal Cancer ◽  
Overall Survival ◽  
Cox Regression ◽  
The Cancer Genome Atlas ◽  
Cancer Stemness ◽  
Poor Overall Survival ◽  
Tissue Samples ◽  
Cox Regression Analysis ◽  
Rna Methylation ◽  
M6a Rna Methylation

Abstract Background: Cancer stem cells (CSCs), which are characterized by self-renewal and plasticity, are highly correlated with tumor metastasis and drug resistance. To fully understand the role of CSCs in colorectal cancer (CRC), we evaluated the stemness traits and prognostic value of stemness-related genes in CRC.Methods: In this study, the data from 616 CRC patients from The Cancer Genome Atlas (TCGA) were assessed and subtyped based on the mRNA expression-based stemness index (mRNAsi). The correlations of cancer stemness with the immune microenvironment, tumor mutational burden (TMB) and N6-methyladenosine (m6A) RNA methylation regulators were analyzed. Weighted gene co-expression network analysis (WGCNA) was performed to identify the crucial stemness-related genes and modules. Furthermore, a prognostic expression signature was constructed using Lasso-penalized Cox regression analysis. The signature was validated via multiplex immunofluorescence staining of tissue samples in an independent cohort of 48 CRC patients.Results: This study suggests that high mRNAsi scores are associated with poor overall survival in stage Ⅳ CRC patients. Moreover, the levels of TMB and m6A RNA methylation regulators were positively correlated with mRNAsi scores, and low mRNAsi scores were characterized by increased immune activity in CRC. The analysis identified 2 key modules and 34 key genes as prognosis-related candidate biomarkers. Finally, a 3-gene prognostic signature (PARPBP, KNSTRN and KIF2C) was explored together with specific clinical features to construct a nomogram, which was successfully validated in an external cohort. Conclusions: There is a unique correlation between CSCs and the prognosis of CRC patients, and the novel biomarkers related to cell stemness could accurately predict the clinical outcomes of these patients.

Effects of metformin and sulfonylureas on overall and colorectal cancer-specific mortality.

2012 ◽  
Vol 30 (15_suppl) ◽  
pp. 2599-2599
Author(s):  
Susan Spillane ◽  
Kathleen Bennett ◽  
Linda Sharp ◽  
Thomas Ian Barron
Keyword(s):  
Colorectal Cancer ◽  
Colon Cancer ◽  
Proportional Hazards ◽  
Early Stage ◽  
Population Based ◽  
Cox Proportional Hazards ◽  
Stage I ◽  
Early Stage Disease ◽  
All Cause Mortality ◽  
Specific Mortality

2599 Background: Preclinical studies have suggested a role for metformin in the treatment of colorectal cancer (CRC). Associations between metformin versus sulfonylurea exposure and mortality (all-cause and colorectal cancer specific) are assessed in this population-based study of patients with a diagnosis of stage I-IV CRC. Methods: National Cancer Registry Ireland records were linked to prescription claims data and used to identify a cohort of patients with incident TNM stage I-IV CRC diagnosed 2001-2006. From this cohort, 2 patient groups were identified and compared for outcomes - those who received a prescription for metformin +/- a sulfonylurea (MET) or a prescription for sulfonylurea alone (SUL) in the 90 days pre CRC diagnosis. Adjusted hazard ratios (HR) with 95% confidence intervals (CI) were estimated using Cox proportional hazards models adjusted for age, sex, stage, grade, site, comorbidities, year of diagnosis, and insulin, aspirin or statin exposure. Analyses were repeated stratifying by stage and site. Results: 5,617 patients with stage I-IV CRC were identified, of whom 369 received a prescription for metformin or a sulfonylurea in the 90 days pre diagnosis (median follow-up 1.6 years; MET: n=257; SUL: n=112). In adjusted analyses metformin exposure was associated with a 28% lower risk of all-cause mortality relative to sulfonylurea exposure (HR 0.72, 95% CI 0.53-0.98) and a non-significant 24% reduction in CRC-specific mortality (HR 0.76, 95% CI 0.52-1.13). In analyses stratified by site, in colon cancer, metformin exposure was associated with a significant one-third reduction in all-cause mortality (HR 0.66, 95% CI 0.46-0.95) and a non-significant reduction in site-specific mortality (HR 0.64, 95% CI 0.40-1.02). No mortality benefit was observed for rectal cancer. The association between metformin exposure and reduced mortality was strongest for stage I/II disease (all-cause mortality: HR 0.56, 95% CI 0.32-0.98; CRC-specific mortality: HR 0.48, 95% CI 0.21-1.11). Conclusions: Pre-diagnosis metformin exposure in CRC patients was associated with a significant reduction in mortality relative to sulfonylurea exposure. This benefit was greatest in patients with colon cancer and early stage disease.

Known colorectal cancer susceptibility loci and survival after colorectal cancer diagnosis.

2012 ◽  
Vol 30 (4_suppl) ◽  
pp. 394-394 ◽  
Author(s):  
Amanda Phipps ◽  
Xabier Garcia-Albeniz ◽  
Carolyn Hutter ◽  
Emily White ◽  
Charles S. Fuchs ◽  
...  
Keyword(s):  
Colorectal Cancer ◽  
Overall Survival ◽  
Fixed Effects ◽  
Cancer Susceptibility ◽  
Association Studies ◽  
Cox Proportional Hazards ◽  
Health Study ◽  
Genome Wide Association Studies ◽  
Increased Risk

394 Background: Beyond clinicopathologic stage, there are few established markers of prognosis in colorectal cancer (CRC). Recent genome-wide association studies have identified 17 germline single nucleotide polymorphisms (SNPs) significantly associated with incident CRC. However, it is unclear if these CRC susceptibility SNPs influence survival after CRC diagnosis. Although the functionality of many of these SNPs remains unknown, a few, including rs4939827 in SMAD7, map to genes with plausible biological mechanisms associated with both cancer risk and prognosis. We examined 17 CRC susceptibility SNPs in relation to survival after CRC diagnosis. Methods: We genotyped 2,611 men and women enrolled in five prospective cohort studies who were diagnosed with invasive CRC during study follow-up: the Physicians’ Health Study (N=281), Health Professionals Follow-up Study (N=268), Nurses’ Health Study (N=367), Vitamins and Lifestyle Study (N=281), and the Women’s Health Initiative (N=1414). Analyses were limited to Caucasians with known vital status, cause of death, and survival time. We used Cox proportional hazards regression to assess associations between each SNP and CRC-specific and overall survival in study-specific models adjusted for age, sex, and stage; SNPs were modeled additively to reflect associations per copy of the minor allele. Study-specific results were combined via fixed-effects meta-analysis. Results: The G allele in rs4939827 was associated with poorer CRC-specific survival [hazard ratio (HR)=1.16, p=0.02] and overall survival (HR=1.13, p=0.03) in CRC patients. The A alleles in rs10795668 and in rs4925386 were associated with a 1.14-fold increased risk of overall mortality (both p-values=0.03) but not CRC-specific mortality. Other evaluated SNPs were not associated with survival. Conclusions: Genetic variation in rs4939827 (SMAD7) is associated with CRC-specific and overall survival. These results suggest that SMAD7 may have a role in CRC progression, and provide proof-of-principle that common germline variation may provide prognostic information beyond traditional considerations such as stage.

Impact of M1a and M1b staging in patients (pts) with metastatic colorectal cancer.

2013 ◽  
Vol 31 (15_suppl) ◽  
pp. 3590-3590 ◽  
Author(s):  
Hagen F. Kennecke ◽  
Jason Yu ◽  
Sharlene Gill ◽  
Winson Y. Cheung ◽  
Charles Davic Blanke ◽  
...  
Keyword(s):  
Colorectal Cancer ◽  
Overall Survival ◽  
Primary Tumor ◽  
Univariate Analysis ◽  
Multivariable Analysis ◽  
Cox Proportional Hazards ◽  
Prognostic Impact ◽  
Primary Tumors ◽  
7Th Edition ◽  
The Impact

3590 Background: In 2009, pts with M1 colorectal cancer were divided into two subsets for the American Joint Committee on Cancer (AJCC) 7th edition. Pts with metastases (mets) confined to one organ or site at initial diagnosis became stage M1a while multiple sites or peritoneal mets became M1b. The objectives of the study are to evaluate the impact of site of mets and M1a/b staging among pts with M1 colorectal cancer. Methods: All pts referred to the BC Cancer Agency from 1999-2007 with newly diagnosed M1 colon or rectal cancer were included. Demographic, treatment, and outcome data were prospectively collected. The prognostic impact of individual sites of mets was assessed by hazard ratio estimates from univariate Cox models. Multivariable Cox proportional-hazards models were used to determine variables associated with overall survival in the entire cohort and in those undergoing resection of their primary tumor. Results: 2,049 pts with M1 disease were included. Median age was 66 years; 71% had colonic origin; 70% had their primary tumor resected; and 69% received chemotherapy. In univariate analysis, solitary mets were associated with improved survival. In multivariable analysis, M1a/b status still had significant prognostic effect. The effect remained significant in the subgroup analysis of pts with resected primary tumors when histology, T and N stage were included. Conclusions: Pts with solitary mets, including peritoneum, have superior overall survival as compared to those with multiple sites of mets. AJCC 7th edition staging that includes M1a/b provides significant prognostic information and should be considered in clinical practice and trials of pts with M1 disease who otherwise have few prognostic factors. [Table: see text]

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