ArticleAnnals of cardiothoracic surgery2023
The learning curve of the robotic-assisted lobectomy-a systematic review and meta-analysis.
Article in Annals of cardiothoracic surgery, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers, 3 of them syntheses that pooled 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.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
28 citing papers in PubMed, 3 syntheses or guidelines pooled it, 27 citations in OpenAlex.
- Perioperative outcomes and safety of Uniportal Robotic-Assisted Thoracic Surgery (U-RATS) for anatomic lung resection: a systematic review and meta-analysis.Journal of robotic surgery · 2026Pooled it
- State of the art of robotic lobectomy for non-small cell lung cancer: a systematic-style evidence synthesis.Journal of robotic surgery · 2025Pooled it
- Pooled it
- Initial surgical results of subcostal uniportal robotic lung resection: a study of the perioperative outcomes and a CUSUM analysis of the learning curve.Surgery today · 2026Article
- Anatomical lung resection using the hinotori surgical robotic system: initial clinical experience with a standardized multiport approach.General thoracic and cardiovascular surgery · 2026Article
- Learning curve analysis of robotic-assisted thoracoscopic lung resection performed by a novice thoracic surgeon.JTCVS open · 2026Article
- Robotic-assisted pulmonary resection with a periareolar assistant port: learning curve and propensity-matched comparison with the conventional-portal approach.Journal of robotic surgery · 2026Article
- Beware of the plateau trap: a multidimensional analysis redefining the learning curve of robotic lobectomy in non-small cell lung cancer.Journal of robotic surgery · 2026Article
- Uniportal Robotic-Assisted Versus Video-Assisted Thoracoscopic Surgery for Anatomical Lung Resection in Non-Small Cell Lung Cancer: A Comparative Single-Center Cohort Study.Journal of clinical medicine · 2026Article
- RoboticJournal of thoracic disease · 2026Article
- Advancing minimally invasive thoracic surgery: comparative insights into uniportal and multiportal robotic approaches for non-small cell lung cancer.General thoracic and cardiovascular surgery · 2026Article
- Article
- Safe transition to robotics: How an established program on vats shapes postoperative outcomes in lung resection.Journal of robotic surgery · 2026Article
- The promises and challenges of robotic-assisted surgery in regional Australia.Journal of robotic surgery · 2026Article
- Beyond the platform: why surgical quality and surgeon proficiency outweigh the RATS vs. VATS debate in early-stage lung cancer.Frontiers in oncology · 2026Article
- Transitioning from multiport to uniport robot-assisted thoracic surgery: a propensity score-weighted evaluation of safety and feasibility.Frontiers in surgery · 2026Article
- Robotic-assisted versus open resection of pulmonary sequestration: a retrospective cohort study. RATS surgery for pulmonary sequestration.General thoracic and cardiovascular surgery · 2026Article
- Reshaping the robotic learning curve in anatomic lung resection: the role of prior video-assisted thoracoscopic surgery experience in a multi-surgeon single-center series.Journal of robotic surgery · 2025Article
- Exploring and analyzing learning curves in robotic-assisted thoracoscopic anatomical lung resections: A systematic review and meta-analysis.JTCVS open · 2025Article
- Robot-assisted thoracic surgery (RATS): learning curve and outcomes for 200 consecutive pulmonary lobectomies in a Norwegian hospital.Journal of thoracic disease · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors at 6 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Early studies have illustrated the robotic lobectomy to be safe, oncologically effective, and economically feasible as a therapeutic modality in the treatment of thoracic malignancies. The 'challenging' learning curve seemingly associated with the robotic approach, however, continues to be an often-cited factor to its ongoing uptake, with the overwhelming volume of these surgeries being performed in centers of excellence where extensive experience with minimal access surgery is the norm. An exact quantification of this learning curve challenge, however, has not been made, begging the question of whether this is an outdated assumption, versus fact. This systematic review and meta-analysis sort to clarify the learning curve for robotic-assisted lobectomy based on the existing literature. Methods: An electronic search of four databases was performed to identify relevant studies outlining the learning curve of robotic lobectomy. The primary endpoint was a clear definition of operator learning (e.g., cumulative sum chart, linear regression, outcome-specific analysis, etc.) which could be subsequently aggregated or reported. Secondary endpoints of interest included post-operative outcomes and complication rates. A meta-analysis using a random effects model of proportions or means was applied, as appropriate. Results: The search strategy identified twenty-two studies relevant for inclusion. A total of 3,246 patients (30% male) receiving robotic-assisted thoracic surgery (RATS) were identified. The mean age of the cohort was 65.3±5.0 years. Mean operative, console and dock time was 190.5±53.8, 125.8±33.9 and 10.2±4.0 minutes, respectively. Length of hospital stay was 6.1±4.6 days. Technical proficiency with the robotic-assisted lobectomy was achieved at a mean of 25.3±12.6 cases. Conclusions: The robotic-assisted lobectomy has been illustrated to have a reasonable learning curve profile based on the existing literature. Current evidence on the oncologic efficacy and purported benefits of the robotic approach will be bolstered by the results of upcoming randomized trials, which will be critical in supporting RATS uptake.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.