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Predictive model for high-frequency microsatellite instability in colorectal cancer patients over 50 years of age
- Source :
- Cancer Medicine
- Publication Year :
- 2017
-
Abstract
- Microsatellite instability (MSI) is an important biomarker for screening for Lynch syndrome, and also of response to immune checkpoint inhibitors. The aim of this study is to create a predictive model to determine which elderly patients with colorectal cancer (CRC) should undergo MSI and/or immunohistochemistry testing on the basis of clinicopathological data. We analyzed a test cohort of CRC patients aged ≥50 years (n = 2219) by multivariate logistic regression analyses to identify predictors of high‐frequency MSI (MSI‐H). The created prediction model was validated in an external cohort (n = 992). The frequency of MSI‐H was 5.5% among CRC patients aged ≥ 50 years. The following five predictors of MSI‐H were identified in the test cohort: female (1 point), mucinous component (2 points), tumor size ≥ 60 mm (2 points), location in proximal colon (3 points), and BRAF mutation (6 points). The area under curve (AUC) in the receiver‐operating characteristic (ROC) analysis of this prediction model was 0.832 (95% confidence interval: 0.790–0.874). The sensitivity and specificity were 74.4% and 77.7%, respectively, for a cut‐off score of 4 points. The receiver‐operating characteristic curve of the validation cohort also showed an AUC of 0.856 (95% CI: 0.806–0.905). This prediction model is useful to select elderly CRC patients who should undergo MSI testing, and who may benefit from treatment with 5‐FU‐based adjuvant chemotherapy and cancer immunotherapy.
- Subjects :
- 0301 basic medicine
Oncology
Male
Cancer Research
Colorectal cancer
immune checkpoint inhibitor
Logistic regression
predictive model
0302 clinical medicine
Promoter Regions, Genetic
Original Research
Middle Aged
Lynch syndrome
Tumor Burden
030220 oncology & carcinogenesis
Cohort
universal tumor screening
Biomarker (medicine)
Female
Colorectal Neoplasms
MutL Protein Homolog 1
Proto-Oncogene Proteins B-raf
medicine.medical_specialty
Models, Biological
Proto-Oncogene Proteins p21(ras)
03 medical and health sciences
Internal medicine
medicine
Humans
Radiology, Nuclear Medicine and imaging
neoplasms
Aged
business.industry
mismatch repair deficiency
Microsatellite instability
Reproducibility of Results
Clinical Cancer Research
DNA Methylation
medicine.disease
Confidence interval
digestive system diseases
Surgery
High-Frequency Microsatellite Instability
030104 developmental biology
Mutation
microsatellite instability
business
Subjects
Details
- ISSN :
- 20457634
- Volume :
- 6
- Issue :
- 6
- Database :
- OpenAIRE
- Journal :
- Cancer medicine
- Accession number :
- edsair.doi.dedup.....2e8143f09b2b47cadb0ac97c5e12f8c1