Evidence map›Paper›PMID 40205139›Full record

ArticleJournal of robotic surgery2025

Improved robotic-assisted cardiac surgery outcomes with greater hospital volume: a national representative cohort analysis of 10,543 cardiac surgery surgeries.

Yunkun Zhuli, Cunhua Su, Liliang Shen, Fan Yang, Jifang Zhou

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Article in Journal of robotic surgery, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. Article
  5. Review
  6. Article
  7. The robotic revolution in cardiac surgery.Journal of robotic surgery · 2025
    Review
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

5 authors.

Yunkun Zhuli *School of International Business, China Pharmaceutical University, #639 Longmian Dadao, Jiangning District, Nanjing, 211198, Jiangsu, China.
Cunhua Su *Department of Surgery, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu, China.
Liliang ShenThe Affiliated People's Hospital of Ningbo University, Zhejiang, China. shenliliang@sina.com.
Fan YangSchool of International Business, China Pharmaceutical University, #639 Longmian Dadao, Jiangning District, Nanjing, 211198, Jiangsu, China. yf@cpu.edu.cn.
Jifang ZhouSchool of International Business, China Pharmaceutical University, #639 Longmian Dadao, Jiangning District, Nanjing, 211198, Jiangsu, China. zjifang@cpu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Robot-assisted surgical techniques have enhanced surgical precision, control, stability, and vision, particularly in cardiac interventions. However, the relationship between hospital volume and the clinical and readmission outcomes of robot-assisted cardiac surgery remains undefined. This retrospective cohort study analyzed Nationwide Readmissions Database (NRD) data from 2010 to 2020. Patients who underwent various cardiac procedures were categorized into three groups based on hospital volume of robot-assisted cardiac surgery: low-volume centers (LVCs), medium-volume centers (MVCs), and high-volume centers (HVCs). Our primary outcome variables of interest were the incidence of perioperative complications, 30-day readmission, and in-hospital mortality. 10,543 patients were included in the analysis. Compared with those treated in LVCs, the adjusted OR of 30-day readmission [OR, 0.70; (95% CI 0.53-0.92), P = 0.014] was lower in HVCs. However, higher perioperative bleeding rates were observed in MVCs (OR, 1.38; (95% CI 1.14-1.66), P = 0.001) and HVCs (OR, 1.84; (95% CI 1.52-2.21), P = 0.001). No significant differences were found in in-hospital mortality. Our research demonstrated that higher hospital surgical volume was associated with better outcomes in robot-assisted cardiac surgery, despite higher perioperative bleeding rates.

Indexed as

Cardiac Surgical ProceduresHospitals, High-VolumeHospitals, Low-VolumeRobotic Surgical ProceduresAgedCohort StudiesFemaleHospital MortalityHumansMaleMiddle AgedPatient ReadmissionPostoperative ComplicationsRetrospective StudiesTreatment OutcomeCardiac surgeryHospital volumeReadmissionRobot-assisted surgery

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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.