Role of wedge resection in bronchial carcinoid (BC) tumors: SEER database analysis
Original Article

Role of wedge resection in bronchial carcinoid (BC) tumors: SEER database analysis

Mohamed Rahouma1,2, Mohamed Kamel1,2, Navneet Narula3, Abu Nasar1, Sebron Harrison1, Benjamin Lee1, Brendon M. Stiles1, Christopher Lau1, Nasser K. Altorki1, Jeffrey L. Port1

1Cardiothoracic Department, Weill Cornell Medicine, New York-Presbyterian Hospital, New York, NY, USA; 2Surgical Oncology Department, National Cancer Institute, Cairo University, Cairo, Egypt; 3Department of Pathology, NYU Langone Health, New York, NY, USA

Contributions: (I) Conception and design: M Rahouma, JL Port; (II) Administrative support: M Rahouma; (III) Provision of study materials or patients: M Rahouma, M Kamel, JL Port; (IV) Collection and assembly of data: M Rahouma, M Kamel; (V) Data analysis and interpretation: M Rahouma; (VI) Manuscript writing: All authors; (VII) Final approval of manuscript: All authors.

Correspondence to: Jeffrey L. Port, MD. Department of Cardiothoracic Surgery, Weill Cornell Medicine, 525 E 68th St, New York, NY 10065, USA. Email:

Background: There is a paucity of data regarding the role of wedge resection (WR) in the management of bronchial carcinoid (BC) tumors. In this study, we queried the Surveillance, Epidemiology, and End Results (SEER) database to compare the oncologic outcomes of patients with BC tumors treated with WR or anatomic resection.

Methods: The SEER database was retrospectively reviewed for patients with BC treated with surgical resection between 1973–2013. Patients who underwent WR were compared to those who underwent lobectomy or segmentectomy (Lob/Seg). Patients with multiple primaries and those who underwent pneumonectomy or have an unspecified surgical procedure were excluded. Differences in demographics and clinicopathological data were compared using Chi (χ2) test or Mann Whitney U test. Overall and cancer specific survival (OS, CSS) were estimated using Kaplan-Meier method and differences were compared using log-rank test. Cox-regression multivariable analysis (MVA) was performed to explore factors associated with worse CSS. Propensity-score matching analysis was done to compare survival differences between WR and Lob/Seg.

Results: A total of 22,350 patients with BC were identified, of them 4,450 met our inclusion criteria (3,511 Lob/Seg, vs. 939 WR). The median age was 59.0 years [interquartile range (IQR) =49.0–68.0], 67.6% were females and the median tumor size was 2 cm (1.5–3 cm). 4,119 patients had typical carcinoid (TC) and 331 had atypical carcinoid (AC). WR was performed more frequently in elderly patients, females, lower lobe tumors, TC’s and in earlier stage disease. For patients with TC, there was no difference in CSS between WR and Lob/Seg in both the entire cohort (P=0.654) and in the propensity matched groups (P=0.900). However, for patients with AC, Lob/Seg was associated with better CSS compared to WR both in the entire cohort (P<0.001) and in the propensity matched groups (P=0.001). On MVA of the entire cohort, elderly patients, males, blacks, AC and advanced stages had worse CSS. While, the type of the procedure (WR vs. Lob/Seg) was not associated with CSS (HR =1.16, 95% CI: 0.85–1.60).

Conclusions: A WR may offer equivalent CSS in well-selected patients with early-stage TC. An anatomic resection appears warranted in AC.

Keywords: Wedge resection (WR); bronchial carcinoid tumors; SEER database; cancer specific survival (CSS)

Submitted Dec 03, 2018. Accepted for publication Mar 22, 2019.

doi: 10.21037/jtd.2019.03.89


Bronchial carcinoid (BC) tumors are histologically classified into typical and atypical carcinoids (TC and AC). While there is wide agreement that the more biologically aggressive AC tumors should be treated by anatomic resection, there are now several case series and small, single-institutional, retrospective studies that have questioned the role of WR in the management of BC tumors. This draws on the recent studies of sublobar and wedge resections (WRs) in early stage NSCLC (1). However, due to the small number of patients included in those studies, a clinically meaningful conclusion couldn’t be obtained (1,2). Moreover, it is unlikely that a randomized, controlled trial with an adequate sample size could be conducted because of the rarity of the disease. We therefore sought to explore the oncological outcomes of in a large cohort of patients undergoing WR for BC tumors by comparing them to patients who underwent Lob/Seg in the Surveillance Epidemiology End Results (SEER) database.


Data sources

The SEER database was queried for patients with BC tumors treated with surgical resection (WR or Lob/Seg). We used the Public Use data version collected from the SEER 18 registries between 1973 and 2013. We limited our analysis to patients presenting with a single tumor, as the survival of patients with multiple primary tumors could not be ascribed to a single anatomic cancer site.

Study population and inclusion criteria

We used the International Classification of Diseases for Oncology, 3rd edition histological codes (ICD-0-3) to identify patients with typical (8240/3) and atypical carcinoid tumors (8249/3) (3,4). Patients who underwent WR were compared to those who underwent lobectomy or segmentectomy (Lob/Seg). Patients with multiple primaries and those who underwent pneumonectomy or have an unspecified surgical procedure were excluded. Moreover, patients diagnosed with BC on autopsy/death certificate, and those lacking survival data were excluded.

Study variables, survival and follow-up data

Data on gender, age, race, year of diagnosis, histology, grade, stage with its TNM breakdown, tumor size, surgical procedure, survival months, and vital status (alive or dead) at the last follow-up visit and cause of death were retrieved from the SEER database.

Overall survival (OS) was defined as the time from the date of diagnosis until the date of death from any cause, while cancer specific survival (CSS) was defined as the time from the date of diagnosis until the date of death from lung cancer.

Median follow up of the entire cohort was 70 months [interquartile range (IQR), 33–116 months]. Median follow-up in typical, and atypical carcinoid was 72 (IQR, 34–118), and 49 (IQR, 22–79) months, respectively.

Study objectives

The primary objective of the current study was to compare CSS and OS in patients with BC tumors treated with WR or Lob/Seg, both in the entire cohort and in the propensity matched groups. Survival probabilities were estimated using the Kaplan-Meier method and differences in survival between the study groups were compared using the Log-rank test.

The secondary objectives were to compare different clinicopathological parameters in Lob/Seg vs. WR groups and to compare different clinicopathological parameters and CSS in different BC histological subtypes (typical vs. atypical).

Statistical methods

Continuous variables were presented as median (IQR) and were compared using the Mann Whitney U test while categorical variables were reported as numbers (percentages) and were compared using Pearson’s Chi (χ2) test.

Factors predicting CSS were explored by multivariable Cox-regression analysis and presented as hazard ratio (HR) and 95% confidence interval (95% CI). A propensity score matched analysis (1:1, controlling for age, race, gender, year of diagnosis, histology and stage) was done to compare CSS differences in balanced cohorts of patients undergoing WR or Lob/Seg. Matching was done by using the nearest neighbor methods with no replacement, caliper =0.20). For all statistical analyses, P value <0.05 was considered statistically significant. Statistical analyses were performed by using the IBM SPSS software (IBM Corp. Released 2013. IBM SPSS Statistics for Windows, Version 22.0; IBM Corp., Armonk, NY, USA), the PS-matching package version 3.03 and the SPSS statistics R essentials were used for statistical analyses (5,6).


Demographic and clinicopathological data

A total of 22,350 patients with BC tumors were identified during the study period (1.86% of all non-small cell lung cancer patients). A total of 4,450 cases (3,511 Lob/Seg, 939 WR) met our inclusion criteria. Median age was 59.0 years (IQR =49.0–68.0 years), 3,006 were females (67.6%) and median tumor size was 2 cm (1.5–3 cm).

WR was utilized more frequently in older patients, females, lower lobe tumors, typical carcinoid and early stage disease (Table 1).

Table 1
Table 1 Comparison between Lobectomy/segmentectomy and wedge resection cohorts (n=4,450)
Full table

Typical vs. atypical histology

Among our cohort, the vast majority of patients with BC tumors had TC histology [n=4,119 (92.6%)] compared to [n=331 (7.4%)] for AC tumors. Compared to patients with AC tumors, patients with TC tumors were younger (59.0 vs. 61.0 years, P=0.001), had earlier stage disease (stage I; 81.5% vs. 59.9%, P<0.001), and had more node negative disease (90.7% vs. 71.0%, P<0.001). Differences in other demographics and clinicopathological variables are summarized in Table 2.

Table 2
Table 2 Comparison between typical and atypical carcinoid cohorts
Full table

Survival data

Ten years OS and CSS for the entire cohort were 79.8% and 92.4% respectively (Figure 1). On multivariable analysis (MVA) of the entire cohort, older age (HR =1.05, 95% CI: 1.04–1.06), male gender (HR =1.63, 95% CI: 1.24–2.15), black race (HR =2.10, 95% CI: 1.33–3.31), AC histology (HR =4.83, 95% CI: 3.52–6.62) and advanced stage (HR =4.13, 95% CI: 3.15–5.43) were associated with poor CSS. While the type of surgical procedure was not associated CSS (WR, HR =1.16, 95% CI: 0.85–1.60) (Tables 3, S1).

Figure 1 Survival among bronchial carcinoid patients: (A) overall survival and (B) cancer specific survival.
Table 3
Table 3 Predictors of CSS in the whole cohort (n=4,450)
Full table
Table S1
Table S1 Differences in included carcinoid patients based on race
Full table

There were no differences in the 10 years CSS between WR and Lob/Seg in the entire whole cohort (92.5% vs. 91.8%, P=0.333), and in patients with TC histology (93.8% vs. 94.4%, P=0.654). However, Lob/Seg was associated with better CSS in patients with AC tumors (P<0.001) (Table 1, Figure 2). Similarly, among patients presenting with T1a tumors (≤2 cm), there was no difference in ten years CSS between WR and Lob/Seg in the entire cohort (91.7% vs. 91.6%, P=0.719), and in patients presenting with TC histology (92.8% vs. 93.6%, P=0.945). However, Lob/Seg was associated with better CSS in patients with T1a AC tumors (P=0.002).

Figure 2 Cancer specific survival among (A) typical bronchial carcinoid and (B) atypical bronchial carcinoid.

In propensity-score matched cohorts (n= 939 patients in each group), there was no difference between WR and Lob/Seg in 10 years CSS neither in the entire cohort (93.6% vs. 91.8%, P=0.170) nor in patients presenting with TC histology (94.3% vs. 94.4%, P=0.900). However, in patients presenting with AC histology, Lob/Seg was associated with a higher 10 years CSS rate (P=0.001) (Tables 1,S2, Figure 3).

Table S2
Table S2 Matched cohorts criteria
Full table
Figure 3 Cancer specific survival among matched carcinoid cohort comparing lobectomy and segmentectomy (n=912) vs. wedge resection (n=939).


In the current study, we found no differences in CSS between typical carcinoid patients treated by either WR or anatomical resection, both in the multivariate model and in the propensity-matched analysis.

Our group and others have previously reported that a WR might be associated with comparable oncologic outcomes, compared to an anatomic resection in carefully staged cT1N0 NSCLC patients (1). Similarly, a subgroup analysis of the American College of Surgical Oncology Group (ACOSOG) Z4032 trial found that WR and segmentectomy had comparable local recurrence rates, disease fee and overall survival rates (7). Several single- and multi-institutional retrospective studies have reported a favorable outcome with the use of sublobar resection for BC tumors (8-11).

The vast majority of thoracic surgeons recommend performing formal anatomical resection for patients presenting with ACs as they have an aggressive biological behavior and dismal prognosis. However, for the slowly growing, indolent, typical carcinoid tumors, the interest to perform a limited resection continues to grow (12,13). Filosso and his group reported a survival advantage with the use of anatomic resection (lobectomy or segmentectomy) over WR for patients with Stage 1 typical carcinoids. However, their study assessed OS rather than cancer specific or disease free survival (14). Some might point to the worse OS for the wedge group as an evidence for an inferior approach. However, the comparable CSS noted in the current study may imply that the inferior OS of WR in Filosso study was due to higher comorbidities and older age.

Some thoracic surgeons may argue that conservative therapy is misplaced even in TC tumors that are associated with low incidence of mediastinal nodal disease and even a rare distant metastatic potential (15). In the current series, WR was associated with lower number of resected node sand nodal upstaging compared to Lob/Seg. Despite that, there was no difference in CSS between wedge and anatomic resection in patients with TCs.

Our institutional practice is to perform preoperative needle biopsy and intraoperative frozen section examination to try to differentiate between TC and AC. The decision to perform a completion lobectomy for patients treated with WR who turn out to have a postoperative pathologic diagnosis of AC is complex and should take into consideration patient’s age and comorbidity, and should only be performed after a detailed discussion with the patients and their families. For patients whose tumors are only identified post operatively as atypical and have undergone a WR and are N0 we would generally recommend close follow up and no additional surgery.

In the current study, we found that Black gender was associated with a more advanced disease and poor survival compared to Whites and other races. Similar findings were reported before in lung and esophageal cancer (16,17).

The principal finding of the current study is that in patients with typical carcinoid tumors, a WR appears to be a good oncologic alternative to an anatomic resection.

In the absence of prospective randomized controlled trials comparing WR and anatomical resection for BC, the large number of patients in the SEER database and the propensity score–matched analyses performed in the current study may provide useful guidance, as it diminishes potential imbalances associated with other retrospective, observational studies (18).

Two large randomized controlled trials that are comparing lobectomy and sublobar resection for early-stage NSCLC have recently completed their targeted accrual [the Japanese Clinical Oncology Group trial in Japan (JCOG0802) and the Alliance trial (CALGB140503) in North America]. While, the preliminary analyses of the CALGB140503 trial’s data suggest comparable short-term postoperative morbidity and mortality in patients undergoing lobectomy and sublobar resection (19). Data on long-term oncological outcomes, that are expected to be available in the next few years, will shed the light on the oncological adequacy of sublobar resection (wedge and Segmentectomy) in the management of early stage NSCLC.

The study’s limitations include its retrospective nature and the lack of detailed perioperative data such as smoking history, comorbidities, extent of lymph node dissection, tumor centrality and patterns of local/distant failure. While it would have been of interest to explore whether the use of minimally invasive approaches [uni-, multi-portal video-assisted thoracoscopic surgery (VATS) and robotic surgery] affect the oncologic outcomes in patients with BC, unfortunately, the surgical approach is not included in the SEER database (20-22).


The current study found that a WR may offer equivalent CSS to anatomic resection in highly selected patients with small, early-stage, TC disease. While, the number of resected lymph nodes and the rate of nodal upstaging was higher in the anatomic resection group, this was not reflected in a worse CSS in patients undergoing WR.




Conflicts of Interest: Presented at the 54th Annual Society of Thoracic Surgery Meeting, January 30th, 2018 in Fort Lauderdale, FL.


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Cite this article as: Rahouma M, Kamel M, Narula N, Nasar A, Harrison S, Lee B, Stiles BM, Lau C, Altorki NK, Port JL. Role of wedge resection in bronchial carcinoid (BC) tumors: SEER database analysis. J Thorac Dis 2019;11(4):1355-1362. doi: 10.21037/jtd.2019.03.89