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Effects of Surgery on Survival of Early-Stage Patients With SCLC: Propensity Score Analysis and Nomogram Construction in SEER Database
- Source :
- Frontiers in Oncology, Frontiers in Oncology, Vol 10 (2020)
- Publication Year :
- 2020
- Publisher :
- Frontiers Media SA, 2020.
-
Abstract
- Purpose: We aimed to assess the survival benefit of surgery for patients with stage IA–IIB small cell lung cancer (SCLC) and construct a nomogram for predicting overall survival (OS).Methods: Patients who had been diagnosed with stage IA–IIB SCLC between 2004 and 2014 and who had received active treatment were selected from the Surveillance, Epidemiology, and End Results database. The primary endpoint was OS. Cox proportional hazards models and propensity score (PS) analyses were used to compare the associations between surgery and OS. The probability of 1- and 3-year OS was predicted using a nomogram.Results: We reviewed 2,246 patients. The median OS of the surgery and non-surgery groups was 35 months and 19 months, respectively. Multivariable Cox proportional hazards models showed a survival benefit in the surgery group (hazards ratio [HR], 0.642; 95% confidence interval [CI], 0.557–0.740; P < 0.001). To balance the between-group measurable confounders, the impact of surgery on OS was assessed using PS matching. After PS matching, OS analysis still favored surgical resection. The PS-stratification, PS-weighting, and PS-adjustment models showed similar results to demonstrate a statistically significant benefit for surgery. Further, the nomogram was well calibrated and had good discriminative ability (Harrell's C-index = 0.645).Conclusion: Our analysis suggests that surgery is a viable option for patients with early-stage SCLC. Our nomogram is a viable tool for quantifying treatment trade-off assumptions and may assist clinicians in decision-making. Future work is needed to validate our results and improve our tools.
- Subjects :
- 0301 basic medicine
Cancer Research
medicine.medical_specialty
propensity score analysis
lcsh:RC254-282
surgery
nomogram
03 medical and health sciences
0302 clinical medicine
medicine
Clinical endpoint
Stage (cooking)
Original Research
Proportional hazards model
business.industry
Hazard ratio
Confounding
Nomogram
lcsh:Neoplasms. Tumors. Oncology. Including cancer and carcinogens
early-stage SCLC
Confidence interval
Surgery
030104 developmental biology
Oncology
030220 oncology & carcinogenesis
Propensity score matching
prognosis
business
Subjects
Details
- ISSN :
- 2234943X
- Volume :
- 10
- Database :
- OpenAIRE
- Journal :
- Frontiers in Oncology
- Accession number :
- edsair.doi.dedup.....dd9466146c30b24a10e2b3897a8e2ee4
- Full Text :
- https://doi.org/10.3389/fonc.2020.00626