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Nomograms for Prediction of Molecular Phenotypes in Colorectal Cancer
- Source :
- OncoTargets and Therapy. 13:309-321
- Publication Year :
- 2020
- Publisher :
- Informa UK Limited, 2020.
-
Abstract
- Background Colorectal cancer (CRC) patients with different molecular phenotypes, including microsatellite instability (MSI), CpG island methylator phenotype (CIMP), and somatic mutations in BRAF and KRAS gene, vary in treatment response and prognosis. However, molecular phenotyping under adequate quality control in a community-based setting may be difficult. We aimed to build the nomograms based on easily accessible clinicopathological characteristics to predict molecular phenotypes. Methods Three hundred and six patients with pathologically confirmed stage I-IV CRC were included in the cohort. The assays for MSI, CIMP, and mutations in BRAF and KRAS gene were performed using resected tumor samples. The candidate predictors were identified from clinicopathological variables using multivariate Logistic regression analyses to construct the nomograms that could predict each molecular phenotype. Results The incidences of MSI, CIMP, BRAF mutation and KRAS mutation were 25.3% (72/285), 2.5% (7/270), 3.4% (10/293), and 34.8% (96/276) respectively. In the multivariate Logistic analysis, poor differentiation and high neutrophil/lymphocyte ratio (NLR) were independently associated with MSI; poor differentiation, high NLR and high carcinoembryonic antigen/tumor size ratio (CSR) were independently associated with CIMP; poor differentiation, lymphovascular invasion and high CSR were independently associated with BRAF mutation; poor differentiation, proximal tumor, mucinous tumor and high NLR were independently associated with KRAS mutation. Four nomograms for MSI, CIMP, BRAF mutation and KRAS mutation were developed based on these independent predictors, the C-indexes of which were 61.22% (95% CI: 60.28-62.16%), 95.57% (95% CI: 95.20-95.94%), 83.56% (95% CI: 81.54-85.58%), and 69.12% (95% CI: 68.30-69.94%) respectively. Conclusion We established four nomograms using easily accessible variables that could well predict the presence of MSI, CIMP, BRAF mutation and KRAS mutation in CRC patients.
- Subjects :
- 0301 basic medicine
Oncology
medicine.medical_specialty
Lymphovascular invasion
Colorectal cancer
medicine.disease_cause
03 medical and health sciences
0302 clinical medicine
Carcinoembryonic antigen
Internal medicine
medicine
Pharmacology (medical)
neoplasms
biology
CpG Island Methylator Phenotype
business.industry
Microsatellite instability
Nomogram
medicine.disease
digestive system diseases
030104 developmental biology
030220 oncology & carcinogenesis
biology.protein
Mucinous Tumor
KRAS
business
Subjects
Details
- ISSN :
- 11786930
- Volume :
- 13
- Database :
- OpenAIRE
- Journal :
- OncoTargets and Therapy
- Accession number :
- edsair.doi...........31788ad0f3c6fe6b41fc83b79ad6d811
- Full Text :
- https://doi.org/10.2147/ott.s234495