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Local recurrence after surgery for non-small cell lung cancer: a recursive partitioning analysis of multi-institutional data.

Publication ,  Journal Article
Kelsey, CR; Higgins, KA; Peterson, BL; Chino, JP; Marks, LB; D'Amico, TA; Varlotto, JM
Published in: J Thorac Cardiovasc Surg
October 2013

OBJECTIVE: To define subgroups at high risk of local recurrence (LR) after surgery for non-small cell lung cancer using a recursive partitioning analysis (RPA). METHODS: This Institutional Review Board-approved study included patients who underwent upfront surgery for I-IIIA non-small cell lung cancer at Duke Cancer Institute (primary set) or at other participating institutions (validation set). The 2 data sets were analyzed separately and identically. Disease recurrence at the surgical margin, ipsilateral hilum, and/or mediastinum was considered an LR. Recursive partitioning was used to build regression trees for the prediction of local recurrence-free survival (LRFS) from standard clinical and pathological factors. LRFS distributions were estimated with the Kaplan-Meier method. RESULTS: The 1411 patients in the primary set had a 5-year LRFS rate of 77% (95% confidence interval [CI], 0.74-0.81), and the 889 patients in the validation set had a 5-year LRFS rate of 76% (95% CI, 0.72-0.80). The RPA of the primary data set identified 3 terminal nodes based on stage and histology. These nodes and their 5-year LRFS rates were as follows: (1) stage I/adenocarcinoma, 87% (95% CI, 0.83-0.90); (2) stage I/squamous or large cell, 72% (95% CI, 0.65-0.79); and (3) stage II-IIIA, 62% (95% CI, 0.55-0.69). The validation RPA identified 3 terminal nodes based on lymphovascular invasion (LVI) and stage: (1) no LVI/stage IA, 82% (95% CI, 0.76-0.88); (2) no LVI/stage IB-IIIA, 73% (95% CI, 0.69-0.80); and (3) LVI, 58% (95% CI, 0.47-0.69). CONCLUSIONS: The risk of LR was similar in the primary and validation patient data sets. There was discordance between the 2 data sets regarding the clinical factors that best segregate patients into risk groups.

Duke Scholars

Published In

J Thorac Cardiovasc Surg

DOI

EISSN

1097-685X

Publication Date

October 2013

Volume

146

Issue

4

Start / End Page

768 / 773.e1

Location

United States

Related Subject Headings

  • United States
  • Treatment Outcome
  • Time Factors
  • Risk Factors
  • Risk Assessment
  • Retrospective Studies
  • Respiratory System
  • Reproducibility of Results
  • Regression Analysis
  • Pneumonectomy
 

Citation

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MLA
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Kelsey, C. R., Higgins, K. A., Peterson, B. L., Chino, J. P., Marks, L. B., D’Amico, T. A., & Varlotto, J. M. (2013). Local recurrence after surgery for non-small cell lung cancer: a recursive partitioning analysis of multi-institutional data. J Thorac Cardiovasc Surg, 146(4), 768-773.e1. https://doi.org/10.1016/j.jtcvs.2013.05.041
Kelsey, Chris R., Kristin A. Higgins, Bercedis L. Peterson, Junzo P. Chino, Lawrence B. Marks, Thomas A. D’Amico, and John M. Varlotto. “Local recurrence after surgery for non-small cell lung cancer: a recursive partitioning analysis of multi-institutional data.J Thorac Cardiovasc Surg 146, no. 4 (October 2013): 768-773.e1. https://doi.org/10.1016/j.jtcvs.2013.05.041.
Kelsey CR, Higgins KA, Peterson BL, Chino JP, Marks LB, D’Amico TA, et al. Local recurrence after surgery for non-small cell lung cancer: a recursive partitioning analysis of multi-institutional data. J Thorac Cardiovasc Surg. 2013 Oct;146(4):768-773.e1.
Kelsey, Chris R., et al. “Local recurrence after surgery for non-small cell lung cancer: a recursive partitioning analysis of multi-institutional data.J Thorac Cardiovasc Surg, vol. 146, no. 4, Oct. 2013, pp. 768-773.e1. Pubmed, doi:10.1016/j.jtcvs.2013.05.041.
Kelsey CR, Higgins KA, Peterson BL, Chino JP, Marks LB, D’Amico TA, Varlotto JM. Local recurrence after surgery for non-small cell lung cancer: a recursive partitioning analysis of multi-institutional data. J Thorac Cardiovasc Surg. 2013 Oct;146(4):768-773.e1.
Journal cover image

Published In

J Thorac Cardiovasc Surg

DOI

EISSN

1097-685X

Publication Date

October 2013

Volume

146

Issue

4

Start / End Page

768 / 773.e1

Location

United States

Related Subject Headings

  • United States
  • Treatment Outcome
  • Time Factors
  • Risk Factors
  • Risk Assessment
  • Retrospective Studies
  • Respiratory System
  • Reproducibility of Results
  • Regression Analysis
  • Pneumonectomy