scholarly journals Genes associated with metabolic syndrome predict disease-free survival in stage II colorectal cancer patients. A novel link between metabolic dysregulation and colorectal cancer

2014 ◽  
Vol 8 (8) ◽  
pp. 1469-1481 ◽  
Author(s):  
Teodoro Vargas ◽  
Juan Moreno-Rubio ◽  
Jesús Herranz ◽  
Paloma Cejas ◽  
Susana Molina ◽  
...  
2020 ◽  
Author(s):  
Bryan C. Szeglin ◽  
Chao Wu ◽  
Michael R. Marco ◽  
Hyun Sung Park ◽  
Zeda Zhang ◽  
...  

AbstractObjectiveLoss of SMAD4 is associated with worse outcomes for colorectal cancer patients. We used gene ontology and bioinformatics to identify an RNA-based SMAD4-modulated profile and test its association with patient outcome.DesignUsing a discovery dataset of 250 colorectal cancer patients, we analyzed expression of BMP/Wnt target genes for association with SMAD4 expression. Promoters of the BMP/Wnt genes were interrogated for SMAD-binding elements. 15 genes were implicated and three tested for modulation by SMAD4 in patient-derived colorectal cancer tumoroids. Expression of the 15 genes was used for unsupervised hierarchical clustering of a training dataset and two resulting clusters modeled in a centroid model. This model was applied to an independent validation dataset of stage II and III patients. Disease-free survival was analyzed by the Kaplan-Meier method.ResultsIn vitro analysis of three genes identified in the SMAD4-modulated profile (JAG1, TCF7, MYC) revealed modulation by SMAD4 consistent with the trend observed in the profile. In the training dataset (n = 553), the profile was not associated with outcome. However, among stage II and III patients (n = 461), distinct clusters were identified by unsupervised hierarchical clustering that were associated with disease-free survival (p = 0.02). The main model was applied to a validation dataset (n = 257) which confirmed the association of clustering with disease-free survival (p = 0.02).ConclusionsA SMAD4-modulated RNA-based gene profile identified high-risk stage II and III colorectal cancer patients, can predict disease-free survival, and has prognostic potential for stage II and III colorectal cancer patients.


Tumor Biology ◽  
2019 ◽  
Vol 41 (6) ◽  
pp. 101042831984623 ◽  
Author(s):  
Elisabeth Odin ◽  
Arvid Sondén ◽  
Göran Carlsson ◽  
Bengt Gustavsson ◽  
Yvonne Wettergren

5-fluorouracil in combination with the folate leucovorin is the cornerstone in treatment of colorectal cancer. Transport of leucovorin into cells, and subsequent metabolic action, require expression of several genes. The aim was to analyze if tumoral expression of genes putatively involved in leucovorin transport, polyglutamation, or metabolism was associated with outcome of patients with stage III colorectal cancer treated with adjuvant chemotherapy. A total of 363 stage III colorectal cancer patients who received adjuvant bolus 5-fluorouracil + leucovorin alone, or in combination with oxaliplatin according to Nordic bolus regimes were included. Expression of 11 folate pathway genes was determined in tumors using quantitative real-time polymerase chain reaction and related to disease-free survival. The median follow-up time was 5 years. During follow-up, 114 (31%) patients suffered from recurrent disease. A high tumoral expression of the genes SLC46A1/PCFT, SLC19A1/RFC-1, ABCC3/MRP3, GGH, and MTHFD1L, which are involved in folate transport, polyglutamation, or metabolism, was associated with longer disease-free survival of the patients. Each of these genes either encodes mitochondrial enzymes or is being regulated by mitochondrial transcription factors. Expression of the SLC46A1/PCFT gene was most strongly associated with disease-free survival, regardless of treatment regimen. In conclusion, the results show that expression of folate pathway genes are associated with outcome of colorectal cancer patients treated with adjuvant 5-fluorouracil in combination with leucovorin. A prospective study needs to be conducted to determine if expression of these genes can be used to predict response to leucovorin and other folates that are now being tested in clinical studies. Moreover, there seems to be a link between folate metabolism and mitochondrial biogenesis and respiration that deserves further exploration.


2016 ◽  
Vol 34 (4_suppl) ◽  
pp. 588-588
Author(s):  
In Kyu Lee ◽  
Sung-Bong Choi ◽  
DaeYoung Cheung ◽  
Jin Il Kim

588 Background: To determine the clinical significance of KRAS mutation and ERCC1 overexpression as a predictive factor of resistance in oxaliplatin based treatment. Methods: We retrospectively analyzed the clinicopathologic features, status of KRAS mutation and ERCC1 overexpression of 386 colorectal cancer patients who received curative intent surgery. Among them 84 patients were treated by FOLFOX regimen as the first line. Their disease-free survival and overall survival according to the KRAS and ERCC1 were analyzed. Results: About a quarter of patients (25.5%) were represented KRAS wild type with ERCC1 overexpression. Among the patients who treated by FOLFOX regimen, 73 patients were evaluated both of the KRAS and ERCC1. There were no significant differences of disease-free survival and overall survival according to KRAS status and ERCC1 expression each. Under the subgroup analysis, overall survival of ERCC1 overexpression group in wild type KRAS was poor than ERCC1 negative group (p=.029), but no significant difference was in mutant KRAS group (p=.671). Conclusions: Our results suggest that the KRAS wild type with ERCC1 overexpression would be associated with the resistance of oxaliplatin.If oxaliplatin based chemotherapy would beconsidered, status of KRAS mutation and ERCC1 overexpression should be evaluated.


2019 ◽  
Vol 37 (15_suppl) ◽  
pp. 3586-3586
Author(s):  
Jia Ke ◽  
Xuanhui Liu ◽  
Xiaofeng Jiang ◽  
Yufeng Chen ◽  
Zerong Cai ◽  
...  

3586 Background: Immune-related genes (IRGs) were found to be associated with the prognosis of colorectal cancer (CRC) patients. The aim of this study was to evaluate the impact of IRGs in predicting prognosis of early-stage CRC patients. Methods: According to the CIT microarray data set, 309 early-stage CRC patients were selected for generation of immune-related gene signature (IRGS). 5 independent data sets included 1587 CRC patients with complete prognostic information were divided into a training cohort (566 patients) and two validation cohorts (624 patients in validation-1 and 397 patients in meta-validation). Prognostic analysis were performed to test the predictive value of IRGS. Results: Of 309 early-stage CRC patients, a prognostic immune signature included 23 immune-related genes was constructed. In the training cohort, when considering patients with early tumor stage (I or II), IRGS significantly stratified patients into immune low- vs high-risk groups in terms of disease-free survival (HR = 5.03, 95%CI = 2.94-8.62, P < 0.001). Similarly, higher IRGS was correlated with significantly worse prognosis of early-stage CRC patients in validation-1 (HR = 2.71, 95%CI = 1.44-5.08, P = 0.001) and meta-validation cohort (HR = 3.10, 95%CI = 1.60-6.00, P < 0.001). When compared with Oncotype DX, we found IRGS achieved an improved survival correlation in the training cohort (mean C-index, 0.85 vs 0.65) and the validation-1 cohort (mean C-index, 0.72 vs 0.61). After integrated with clinical characteristics, IRGS remained as an independent prognostic factor after adjusting for T stage and TNM stage of tumor in multivariate analysis (HR = 2.02, 95%CI = 1.61-2.53, P < 0.001). Furthermore, IRGS stratified immune low-risk group patients with adjuvant chemotherapy showed even worse disease-free survival when compared with those without adjuvant chemotherapy (HR = 5.66, 95%CI = 3.153-10.16, P < 0.001 in the training cohort and HR = 3.21, 95%CI = 1.74-5.92, P < 0.001 in the validation-1 cohort). IRGS identified immune high-risk group obtained a significantly higher immune and stromal infiltration (P < 0.001). Particularly, the percentages of Macrophages M2 and CD8+ T cells infiltration were significantly different between these two groups. Conclusions: The proposed prognostic IRGS is a promising system for estimating DFS of colorectal cancer patients, especially those in early-stage. Further studies are needed to evaluate the clinical utility of this system in predicting prognosis of colorectal cancer patients.


2020 ◽  
Vol 38 (15_suppl) ◽  
pp. 4079-4079
Author(s):  
Gong Chen ◽  
Feng Wang ◽  
Jun-Jie Peng ◽  
San-Jun Cai ◽  
Ke-Feng Ding ◽  
...  

4079 Background: About 30-50% colorectal cancer patients undergoing a curative resection will experience disease recurrence ultimately. Early detection of recurrence is of great significance for improving the prognosis of colorectal cancer patients. Circulating tumor DNA (ctDNA) has been suggested to be a promising biomarker for postoperative surveillance and prognosis prediction in various cancers including colorectal cancer. However, its performance in predicting early recurrence of colorectal cancer as well as appropriate testing procedures still needs large-scale prospective studies to evaluate. Methods: A total of 246 patients with stage II-III colorectal cancer and underwent curative resection from three clinical centers of China were enrolled in this multicenter prospective cohort study. Tissue samples as well as serial plasma samples before surgery, 7 days and 6 months after surgery and 3 months interval afterwards until recurrence were collected, and subjected to deep targeted-panel sequencing containing 425 cancer-related genes. ctDNA baseline genomic alterations and dynamic changes were analyzed. Its performance in predicting early recurrence was evaluated and compared with other clinical routine investigations, including serum biomarkers CEA and CA199, and CT examination. Results: The ctDNA positive rates at baseline (before surgery) and 7 days after surgery were 72.9% and 18.1% respectively. Among 199 patients with complete survival data, 18 patients were recurrent during follow up period with a median disease-free survival of 280.5 days (114-461 days). At baseline, high clinical stage (p = 0.035), and PTEN mutation (p = 0.009) were significantly associated with increased recurrent risk; while APC mutation (p = 0.04) predicted a decreased recurrent risk. Detection of ctDNA 7 days after surgery [HR: 5.9 (1.94-17.97); p = 0.0004] or any time point before clinical recurrence [HR: 6.14 (2.3-16.38); p < 0.0001] was associated with a significantly higher recurrent risk, and the HR increased accordingly with ctDNA mutation level. In multivariate analyses, ctDNA status was independently associated with relapse after adjusting for known clinicopathological risk factors. CEA status was not significantly (p > 0.4) associated with disease-free survival. A risk scoring model comprising of clinical variables and ctDNA detection after surgery was constructed and can predict 18-month recurrence with an AUC of 0.77. Conclusions: ctDNA is a promising marker of risk stratification, and early relapse detection in resected stage II/III CRC patients. Clinical trial information: NCT03312374 .


2020 ◽  
Vol 19 (5) ◽  
pp. 61-67
Author(s):  
V. P. Shubin ◽  
Yu. A. Shelygin ◽  
S. I. Achkasov ◽  
O. I. Sushkov ◽  
A. A. Ponomarenko ◽  
...  

Purpose: to evaluate the effect of somatic mutations of the KRAS, NRAS, BRAF genes and the status of microsatellite instability on the overall and disease-free survival of patients undergoing cytoreductive surgery with hyperthermic intraperitoneal chemotherapy.Material and Methods. From 2012 to 2018, the study included 45 patients who underwent surgery for synchronous peritoneal carcinomatosis with colorectal cancer. In all patients, mutations of the KRAS, NRAS, BRAF genes and MSI status of the tumor and peritoneum metastases were determined using Sanger sequencing, fragment analysis and digital droplet polymerase chain reaction. The effect of mutations on patient survival was evaluated.Results. The prevalence of somatic mutations was 69 % of patients. The discordance between the tumor and peritoneum metastases was 9 %. All tumors and peritoneum metastases were microsatellite stable. KRAS, NRAS, BRAF mutations did not affect the overall and disease-free survival (p=0.87 and p=0.85, respectively).Conclusion. Somatic mutations in the KRAS, NRAS, or BRAF genes are not a prognostic factor affecting the overall and relapse-free survival of colorectal cancer patients with peritoneal carcinomatosis. The molecular status of primary tumor may differ from the status of peritoneal metastasis. It should be taken into account when prescribing targeted drugs. 


Pathobiology ◽  
2011 ◽  
Vol 78 (4) ◽  
pp. 201-209 ◽  
Author(s):  
Susana Villar-Portela ◽  
Laura Muinelo-Romay ◽  
Elisa Cuevas ◽  
Emilio Gil-Martín ◽  
Almudena Fernández-Briera

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