Evidence map›Paper›PMID 42684531›Full record

SynthesisJournal of robotic surgery2026

Hospital costs and procedural learning curves of robotic mitral valve surgery: a systematic review and meta-analysis.

Dang Nguyen, Minh H N Le, Amira Mohamed Taha, Heath Rutledge-Jukes, Phan Quang Thuan, Tam Tran, Pham Thao Vy Le, Trang Thi Bich Le, Nguyen Hoang Dinh, Phat K Huynh and 2 more

Abstract readSystematic ReviewMeta-Analysis
PubMed Publisher
In one paragraph

Synthesis in Journal of robotic surgery, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

12 authors.

Dang NguyenHarvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA.
Minh H N LeSection of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA.
Amira Mohamed TahaPASSIO Laboratory, North Carolina A&T State University, Greensboro, NC, USA.
Heath Rutledge-JukesWashington University School of Medicine, Saint Louis, MO, USA.
Phan Quang ThuanDepartment of Cardiovascular Surgery, University Medical Center, University of Medicine and Pharmacy at Ho Chi Minh City, Ho Chi Minh City, Vietnam.
Tam TranJohn T. Milliken Department of Medicine, Washington University School of Medicine, Saint Louis, MO, USA.
Pham Thao Vy LeAscension Saint Joseph Hospital Chicago, Chicago, IL, USA.
Trang Thi Bich LeDepartment of Medicine, Jacobi Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA.
Nguyen Hoang DinhDepartment of Cardiovascular Surgery, University Medical Center, University of Medicine and Pharmacy at Ho Chi Minh City, Ho Chi Minh City, Vietnam.
Phat K HuynhPASSIO Laboratory, North Carolina A&T State University, Greensboro, NC, USA.
Louise Y SunDivision of Cardiothoracic Anesthesiology, Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford University, Palo Alto, CA, USA.
Jacques KpodonuDivision of Cardiac Surgery, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA. jkpodonu@bidmc.harvard.edu.ORCID https://orcid.org/0000-0001-7222-2786

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Robotic-assisted mitral valve surgery offers a less invasive alternative to traditional open sternotomy, with potential benefits including faster recovery and reduced morbidity. However, the higher upfront expenses have slowed its broader acceptance. This study aimed to synthesize existing evidence comparing robotic and conventional mitral valve procedures regarding overall hospital expenses, intraoperative and post-procedure costs, as well as learning trajectory parameters including aortic cross-clamp and cardiopulmonary bypass durations. A systematic search of PubMed, Scopus, Web of Science, and the Cochrane Library was conducted up to May 2026 to identify studies reporting cost or learning curve outcomes. A random-effects model with restricted maximum likelihood estimation was used in R software for all pooled analyses. Seventeen studies met inclusion criteria. Total hospital costs from five studies (91,541 participants) showed no significant difference between approaches (MD + 1,620 USD; p = 0.423) with high heterogeneity (I² = 99.3%). Leave-one-out analysis excluding one large US database study demonstrated significantly lower total costs for robotic surgery (p < 0.001) with no heterogeneity. Robotic procedures had higher intraoperative costs (MD + 2,144 USD; p < 0.001) but lower postoperative costs (MD -556 USD; p < 0.001). The learning phase trended toward longer cross-clamp and bypass times versus proficiency, with no differences between proficiency and mastery phases. Robotic mitral surgery demonstrated no significant difference in total hospital costs compared with conventional approaches in the primary analysis, with higher intraoperative costs offset by lower postoperative expenses. However, substantial heterogeneity and limited learning curve evidence prevent definitive conclusions. Future studies should adopt standardized economic and learning curve methodologies.

Indexed as

Hospital CostsLearning CurveMitral ValveRobotic Surgical ProceduresHumansOperative TimeCost analysisLearning curveMeta-analysisMinimally invasive cardiac surgeryRobotic mitral valve surgery

Identifiers

What OpenQuestion holds

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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.