CT Volumetry and Basic Texture Analysis as Surrogate Markers in Advanced Non-small-cell Lung Cancer

Clin Lung Cancer. 2020 May;21(3):225-231. doi: 10.1016/j.cllc.2019.08.004. Epub 2019 Oct 8.

Abstract

Introduction: We evaluated volumetric tumor measurements and computed tomography texture analysis as prognostic indicators in patients with advanced non-small-cell lung cancer when compared with the unidimensional tumor size measurements used in Response Evaluation Criteria in Solid Tumors (RECIST).

Patients and methods: In a retrospective review, computed tomography examinations in 77 patients with advanced non-small-cell lung cancer were evaluated before and after 2 cycles of chemotherapy. Baseline and changes in tumor diameter, volume, and texture were analyzed. Survival was analyzed with Cox regression analysis and Kaplan-Meier survival statistics.

Results: Cox regression analysis demonstrated that only change in tumor volume (exp(B) = 1.006; P = .02) and the initial sum of the largest target lesion diameters predicted survival (exp(B) = 1.013; P = .02). Kaplan-Meier statistics demonstrated that patients with an initial sum of the largest target lesion diameters less than 88 mm had median survival time of 587 days (95% confidence interval [CI], 269-905 days), compared with the survival of those with larger tumor burden of 407 days (95% CI, 235-579 days). Patients in whom tumor volume decreased by more than 29% had a median survival time of 622 days (95% CI, 448-796 days), compared with 305 days for those with less decrease (95% CI, 34-240 days).

Conclusion: This study demonstrates that change in lung tumor volume is a better marker of patient survival than change of unidimensional diameter measurements in our cohort. If confirmed in larger studies, this suggests that volumetry might improve clinical decision-making for individual patients and allow for faster assessment of new treatments.

Keywords: Chemotherapy; Diameter; High resolution; Response Evaluation Criteria in Solid Tumors; Survival.

MeSH terms

  • Adenocarcinoma of Lung / diagnostic imaging
  • Adenocarcinoma of Lung / drug therapy
  • Adenocarcinoma of Lung / pathology*
  • Adult
  • Aged
  • Aged, 80 and over
  • Antineoplastic Combined Chemotherapy Protocols / therapeutic use*
  • Biomarkers / analysis*
  • Carcinoma, Non-Small-Cell Lung / diagnostic imaging
  • Carcinoma, Non-Small-Cell Lung / drug therapy
  • Carcinoma, Non-Small-Cell Lung / pathology*
  • Carcinoma, Squamous Cell / diagnostic imaging
  • Carcinoma, Squamous Cell / drug therapy
  • Carcinoma, Squamous Cell / pathology*
  • Female
  • Follow-Up Studies
  • Humans
  • Lung Neoplasms / diagnostic imaging
  • Lung Neoplasms / drug therapy
  • Lung Neoplasms / pathology*
  • Male
  • Middle Aged
  • Prognosis
  • Retrospective Studies
  • Survival Rate
  • Tomography, X-Ray Computed / methods*
  • Tumor Burden

Substances

  • Biomarkers