ArticleSurgical endoscopy2020
Predicting the difficult laparoscopic cholecystectomy: development and validation of a pre-operative risk score using an objective operative difficulty grading system.
Article in Surgical endoscopy, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 67 papers, 2 of them syntheses that pooled it.
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Who cites it
67 citing papers in PubMed, 2 syntheses or guidelines pooled it, 128 citations in OpenAlex.
- Back to the battlefield: minimally invasive management of postcholecystectomy remnants: a systematic appraisal of safety and efficacy.Surgery today · 2026Pooled it
- It's time for a minimum synoptic operation template in patients undergoing laparoscopic cholecystectomy: a systematic review.World journal of emergency surgery : WJES · 2022Pooled it
- Low-pressure pneumoperitoneum with deep neuromuscular blockade versus standard pressure pneumoperitoneum in patients undergoing laparoscopic cholecystectomy for gallstone disease: a non-inferiority randomized control trial.Surgical endoscopy · 2024Trial
- Preoperative prediction model for critical view of safety achievement in laparoscopic cholecystectomy: a retrospective cohort study.Surgical endoscopy · 2026Article
- Surgeon-perceived intraoperative complexity is associated with early adverse outcomes after major emergency abdominal surgery: a prospective cohort study.European journal of trauma and emergency surgery : official publication of the European Trauma Society · 2026Article
- Critical view of safety in laparoscopic cholecystectomy: a nationwide video-based benchmark of resident-performed cases.Surgical endoscopy · 2026Article
- Risk factors and outcomes of bailout procedures during laparoscopic cholecystectomy for acute cholecystitis: the BOLAC study.Surgical endoscopy · 2026Article
- Mapping the learning curve of robotic cholecystectomy: a multi‑surgeon cohort analysis.Surgical endoscopy · 2026Article
- Artificial intelligence assessment of Parkland's grading scale in laparoscopic cholecystectomy: a step toward real-world outcome prediction.Updates in surgery · 2026Article
- Anticipating surgical complexity in laparoscopic cholecystectomy: a clinical score based on inflammatory markers.Updates in surgery · 2026Article
- Comment on Preoperative prediction of difficult laparoscopic cholecystectomy.Annals of medicine and surgery (2012) · 2026Article
- Reporting and data systems for laparoscopic cholecystectomy with findings of a user adoption survey.Scientific reports · 2026Article
- Predicting Postoperative Complications After Cholecystectomy for Acute Cholecystitis: Comparative Performance of Disease-Specific and General Prognostic Scores.Journal of clinical medicine · 2026Article
- Towards measuring the challenge: a narrative review on existing concepts and parallels for surgical struggle.Surgical endoscopy · 2026Review
- Quantifying surgical complexity: how smoothness metrics vary in robotic cholecystectomy.Surgical endoscopy · 2026Article
- Diagnostic and Prognostic Value of AISI, SII, and SIRI in Predicting Gangrenous Evolution of Acute Lithiasic Cholecystitis.Diagnostics (Basel, Switzerland) · 2026Article
- Intraoperative complexity markers are associated with morbidity but not mortality in emergency abdominal surgery: a two-year cohort study.Langenbeck's archives of surgery · 2026Article
- Low‑dose indocyanine green fluorescence cholangiography in laparoscopic cholecystectomy: visualization performance across validated risk scores.Langenbeck's archives of surgery · 2026Article
- Predictive value of an intraoperative gallbladder scoring system for surgical difficulty and post-operative outcomes in laparoscopic cholecystectomy.Northern clinics of Istanbul · 2026Article
- Factors influencing the difficulty of laparoscopic cholecystectomy: A review.Bioinformation · 2026Article
7 more citing papers are in PubMed but not listed here.
Corrections and comments
- Erratum issued
Authors and funding
8 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundThe prediction of a difficult cholecystectomy has traditionally been based on certain pre-operative clinical and imaging factors. Most of the previous literature reported small patient cohorts and have not used an objective measure of operative difficulty. The aim of this study was to develop a pre-operative score to predict difficult cholecystectomy, as defined by a validated intra-operative difficulty grading scale.
methodTwo cohorts from prospectively maintained databases of patients who underwent laparoscopic cholecystectomy were analysed: the CholeS Study (8755 patients) and a single surgeon series (4089 patients). Factors potentially predictive of difficulty were correlated to the Nassar intra-operative difficulty scale. A multivariable binary logistic regression analysis was then used to identify factors that were independently associated with difficult laparoscopic cholecystectomy, defined as operative difficulty grades 3 to 5. The resulting model was then converted to a risk score, and validated on both internal and external datasets.
resultIncreasing age and ASA classification, male gender, diagnosis of CBD stone or cholecystitis, thick-walled gallbladders, CBD dilation, use of pre-operative ERCP and non-elective operations were found to be significant independent predictors of difficult cases. A risk score based on these factors returned an area under the ROC curve of 0.789 (95% CI 0.773-0.806, p < 0.001) on external validation, with 11.0% versus 80.0% of patients classified as low versus high risk having difficult surgeries.
conclusionWe have developed and validated a pre-operative scoring system that uses easily available pre-operative variables to predict difficult laparoscopic cholecystectomies. This scoring system should assist in patient selection for day case surgery, optimising pre-operative surgical planning (e.g. allocation of the procedure to a suitably trained surgeon) and counselling patients during the consent process. The score could also be used to risk adjust outcomes in future research.
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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.