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Nomogram for prediction of pathologic complete remission using biomarker expression and endoscopic finding after preoperative chemoradiotherapy in rectal cancer
- Source :
- Chinese Journal of Cancer Research
- Publication Year :
- 2020
- Publisher :
- Chinese Journal of Cancer Research, 2020.
-
Abstract
- Objective The aim of this study is to develop a nomogram for prediction of pathologic complete remission (pCR) after preoperative chemoradiotherapy (CRT) for rectal cancer. Methods mRNA expression levels of seven molecular markers [p53, p21, Ki-67, vascular endothelial growth factor (VEGF), CD133, CD24, CD44] were measured by reverse transcriptase polymerase chain reaction (RT-PCR) in 120 rectal cancers. Endoscopic findings of clinical complete remission (cCR) and biologic variables were used to construct nomogram in the training group (n=80), which was validated in the validation group (n=40). Results mRNA expression levels of four markers (p53, p21, Ki67, CD133) correlated with pCR (24/80, 30.0%) in the training group. Low expression of p53 and/or high expression of p21, Ki67 and CD133 showed greater pCR rate. pCR was shown in 18 (69.2%) of 26 cases showing endoscopic cCR in the training group. Higher pCR rate was demonstrated in lower tumor location than middle tumor (19/49, 38.8% vs. 5/31, 16.1%). A nomogram for prediction of pCR was developed from the multivariate prediction model using these six variables, which showed good discrimination ability in the training group [area under the curve (AUC)=0.945] and validation group (AUC=0.922). The calibration plot showed good agreement between actual and predicted pCR in both patient groups. Conclusions Nomogram for assessment of pCR can be useful for making treatment decisions after CRT according to predicted responses.
- Subjects :
- Cancer Research
medicine.medical_specialty
Colorectal cancer
Gastroenterology
chemoradiotherapy
law.invention
nomogram
03 medical and health sciences
chemistry.chemical_compound
0302 clinical medicine
law
Internal medicine
medicine
Rectal cancer
endoscopy
Polymerase chain reaction
molecular marker
business.industry
Area under the curve
treatment response
Nomogram
medicine.disease
Reverse transcriptase
Vascular endothelial growth factor
Oncology
chemistry
030220 oncology & carcinogenesis
Biomarker (medicine)
Original Article
business
Chemoradiotherapy
Subjects
Details
- ISSN :
- 19930631
- Volume :
- 32
- Database :
- OpenAIRE
- Journal :
- Chinese Journal of Cancer Research
- Accession number :
- edsair.doi.dedup.....55f8e28ce73d78b53da3e1d0b3e44a1a
- Full Text :
- https://doi.org/10.21147/j.issn.1000-9604.2020.02.10