Ethical statement
This study was approved by the institutional ethics committee of Keio University School of Medicine on 16th September 2020 (approval no. 20200092) and informed consent from each patient was waived due to the retrospective nature of the study.
Study population
We retrospectively reviewed the medical records of patients who underwent surgical resection for primary lung cancer between January 2010 and December 2020 and identified patients who underwent salvage surgery. In this study, salvage surgery was defined as lung resection for locally residual or regrowing primary tumor after definitive chemoradiotherapy or systemic therapy for initially unresectable lung cancer. Patients who received induction chemotherapy or chemoradiotherapy with an initial plan for subsequent surgery were strictly excluded. As for treatment before surgery, we defined switching medication as the transition to a next treatment line and regarded the use of the same medication as remaining in the same treatment line. Salvage surgery for initial stage IV disease was indicated only when all distant and mediastinal/cervical/contralateral hilar nodal metastatic lesions disappeared during systemic therapy with or without additional local therapy on imaging modalities including computed tomography (CT), fluorodeoxyglucose positron emission tomography (FDG-PET), and brain magnetic resonance imaging (MRI) and the primary tumor with or without ipsilateral hilar nodes was deemed to be completely resectable. Tumors were classified in accordance with the fifth edition of the WHO classification of thoracic tumors and the TNM classification was determined according to the UICC eighth edition. Postoperative complications were classified as grade 2 or more according to Common Terminology Criteria for Adverse Events (National Cancer Institute 2017).
Histopathologic evaluation
The resected specimens were fixed with 10% formalin and embedded in paraffin. The tumors were cut into 5 to 10 mm slices, and serial 4 µm sections were stained with haematoxylin and eosin. During this study period, the tissue fixation and staining protocols of our institution remained unchanged. We routinely evaluated information regarding histologic type, pathological tumor size, pathological TNM status, lymphovascular invasion, and pleural invasion, which was collected from a pathological report for each patient. In addition, in this study, pathologic changes in response to preoperative therapy were evaluated to consider the tumor bed and the components according to the recent recommendations from the IASLC Pathology Committee published in 2020 (Travis et al. 2020). The stained slides were initially scanned and digitally converted into virtual slides using a NanoZoomer-XR C12000 slide scanner (Hamamatsu Photonics, Hamamatsu, Japan). The virtual slides were viewed and evaluated using NDP.view2 version 2.9 (Hamamatsu Photonics, Hamamatsu, Japan). The tumor bed was defined as the area where the original pre-treatment tumor was considered to be located, and consisted of three components: viable tumor, necrosis, and stroma (Travis et al. 2020). We evaluated the percentages of these three components within the tumor bed of all slides containing tumor in 5% increments so that these three components added up to 100% based on a previous recommendation (Fig. 1a, b) (Qu et al. 2019; Travis et al. 2020). Next, we measured the area of each tumor bed with viewer software and the total proportion of each component in each case was determined by using the area ratio of the tumor bed. As shown in the formula below, if the tumor bed was located in three slides with an area of X1, X2, and X3 mm2 and the percentages of viable tumor within each tumor were A1%, A2%, and A3%, respectively, the total proportion of each component was calculated by multiplying A1, A2, and A3 by X1, X2, and X3, respectively, and dividing the sum of the multiplications by the total area of the tumor bed (X1 + X2 + X3).
MPR was defined as 10% or less of viable tumor. A pathological complete response (pCR) was defined as no viable tumor in resected specimens and no detectable metastases according to preoperative imaging test.
Statistical analyses
Overall survival (OS) after surgery and initial treatment were defined as the time from the date of salvage surgery and first line treatment initiation until death from any cause, respectively. Recurrence-free survival (RFS) was defined as the time from salvage surgery until tumor recurrence or death from any cause. The patients were divided into two groups based on the percentage of each histologic component within the tumor bed, and OS and RFS were calculated using the Kaplan-Meier method. The differences in OS between groups were evaluated using a log-rank test. The optimal cut-off percentages of histologic components for predicting postoperative survival were estimated using the differences in OS for each cut-off percentage of the histologic components. Univariate analysis was performed with a log-rank test, and multivariable analysis was not performed because of the small number of patients. All statistical tests were two-sided, and a p value of less than 0.05 was considered significant. The statistical analyses were performed using SPSS Statistics software (version 27, IBM SPSS Statistics for Windows, IBM Corp., Armonk, NY, USA). Time-dependent receiver operating characteristic (ROC) analysis was conducted using EZR (Saitama Medical Centre, Jichi Medical University, Saitama, Japan), which is a graphical user interface for R (version 4.0.2, The R Foundation for Statistical Computing, Vienna, Austria). More precisely, it is a modified version of R commander (version 1.52) designed to add statistical functions frequently used in biostatistics.