Evidence map›Paper›PMID 42381964›Full record

ArticleJTCVS open2026

The uptake of segmentectomy for non-small cell lung cancer in adopters of robotic surgery.

Jacob Woodroof, Khaled Noueihed, Scott Koeneman, John Jacob, Tyler Grenda, Nathaniel R Evans, Olugbenga T Okusanya

Abstract read
In one paragraph

Article in JTCVS open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Jacob WoodroofDivision of Esophageal and Thoracic Surgery, Department of Surgery, Thomas Jefferson University Hospital, Philadelphia, Pa.
Khaled NoueihedDivision of Esophageal and Thoracic Surgery, Department of Surgery, Thomas Jefferson University Hospital, Philadelphia, Pa.
Scott KoenemanDivision of Biostatistics and Bioinformatics, Thomas Jefferson University, Philadelphia, Pa.
John JacobDivision of Esophageal and Thoracic Surgery, Department of Surgery, Thomas Jefferson University Hospital, Philadelphia, Pa.
Tyler GrendaDivision of Esophageal and Thoracic Surgery, Department of Surgery, Thomas Jefferson University Hospital, Philadelphia, Pa.
Nathaniel R EvansDivision of Esophageal and Thoracic Surgery, Department of Surgery, Thomas Jefferson University Hospital, Philadelphia, Pa.
Olugbenga T OkusanyaDivision of Esophageal and Thoracic Surgery, Department of Surgery, Thomas Jefferson University Hospital, Philadelphia, Pa.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: Segmentectomy has been shown to be comparable with lobectomy for small lung cancers; however, it is unclear the degree to which the expansion and adoption of robotics have affected the use of segmentectomy. We aim to compare the use of segmentectomies performed between adopters and nonadopters of robotic surgery. Methods: A retrospective case-control analysis was conducted using the National Cancer Database from 2010 to 2021. Sustained robotic adoption was defined as facility performance of ≥90% of lung resections robotically for 2+ consecutive years from 2016 onwards. Time periods for facilities were categorized by pretransition (<50% usage), transition (50%-90%) and posttransition (≥90%). For all facilities, the proportion of segmentectomies performed for <2 cm lung nodules was quantified along with clinical outcomes. Results: In total, 10,045 cases of lung resection across 57 facilities met inclusion criteria. National use of segmentectomy increased from 5% in 2011 to 12% in 2019-2021. The proportion of segmentectomies performed for nodules meeting criteria has increased more with sustained robotic adopters (5.5% to 12.0%) compared with control facilities (4.0% to 6.3%) (difference-in-difference = 4.3%; 95% CI, 2.6%-6.0%). There was an increase in mean lymph node harvest for segmentectomy with sustained adopters (5.1 to 11.4) compared with control facilities (6.02 vs 10.2). Conclusions: Facilities with sustained robotic adoption were more likely to have increased uptake of segmentectomy compared with control facilities. There was also an associated increase in mean lymph node sampling. With continued uptake of robotics, we expect to see greater use of segmentectomy for lung resection for nodules meeting criteria.

Indexed as

non–small cell lung canceroutcomesrobotic surgery

Identifiers

PMID42381964
PMCPMC13316342

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.