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A clinicopathologic prediction model for postoperative recurrence in stage Ia non-small cell lung cancer
- Source :
- The Journal of thoracic and cardiovascular surgery. 148(4)
- Publication Year :
- 2013
-
Abstract
- Objective Controversy remains over the appropriate postoperative management for patients with stage Ia non–small cell lung cancer who underwent complete surgical resection as a result of a heterogeneous prognosis. We aimed to identify the predictive factors for recurrence in these patients to aid in the decision making. Methods We reviewed 344 patients with stage Ia non–small cell lung cancer to analyze the associations between recurrence-free survival and the following clinicopathologic variables: age, gender, smoking history, family history, preoperative serum carcinoembryonic antigen level, type of surgical resection, tumor location, tumor histology, lymphovascular invasion, tumor differentiation, and pathologic T status. Results Cox multivariate survival analysis revealed that central tumor location ( P = .019), stage T1b ( P = .006), high histologic grade (including large cell carcinoma, solid predominant, micropapillary predominant, and invasive mucinous adenocarcinoma, P = .007), poor differentiation ( P = .022), and lymphovascular invasion ( P = .035) were independently associated with recurrence-free survival. A nomogram for predicting the probability of 3-year recurrence-free survival was developed using the 5 variables. This model shows good calibration, reasonable discrimination (concordance index = 0.733), and small overfitting (2.6%) demonstrated by bootstrapping. Conclusions We developed a clinicopathologic prediction model for postoperative recurrence in stage Ia non–small cell lung cancer. This model can help with the selection of appropriate postoperative therapeutic strategies for these patients.
- Subjects :
- Pulmonary and Respiratory Medicine
Oncology
Male
medicine.medical_specialty
Lung Neoplasms
Lymphovascular invasion
Carcinoembryonic antigen
Predictive Value of Tests
Risk Factors
Internal medicine
Carcinoma, Non-Small-Cell Lung
medicine
Carcinoma
Humans
Neoplasm Invasiveness
Stage (cooking)
Lung cancer
Survival rate
Aged
Neoplasm Staging
Retrospective Studies
biology
business.industry
Large cell
Middle Aged
medicine.disease
Prognosis
Survival Rate
biology.protein
Adenocarcinoma
Surgery
Female
Neoplasm Grading
Neoplasm Recurrence, Local
Cardiology and Cardiovascular Medicine
business
Subjects
Details
- ISSN :
- 1097685X
- Volume :
- 148
- Issue :
- 4
- Database :
- OpenAIRE
- Journal :
- The Journal of thoracic and cardiovascular surgery
- Accession number :
- edsair.doi.dedup.....a99059fddee990358e696a775896f51b