Evidence map›Paper›PMID 31732855›Full record

ArticleSurgical endoscopy2020

Predicting the difficult laparoscopic cholecystectomy: development and validation of a pre-operative risk score using an objective operative difficulty grading system.

Ahmad H M Nassar, James Hodson, Hwei J Ng, Ravi S Vohra, Tarek Katbeh, Samer Zino, Ewen A Griffiths, CholeS Study Group, West Midlands Research Collaborative

Erratum issuedOpen access · greenAbstract readMulticenter StudyValidation Study
PubMed Publisher
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
67citing papers in PubMed, 2 pooled it
6.8field-weighted citation impact, top 2% of its field
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

67 citing papers in PubMed, 2 syntheses or guidelines pooled it, 128 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Trial
  4. Article
  5. 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 · 2026
    Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Review
  15. Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. Article

7 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

8 authors at 2 institutions in 1 country.

Ahmad H M NassarDepartment of Surgery, University Hospital Monklands, Lanarkshire, Scotland, UK.
James HodsonInstitute of Translational Medicine, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK.
Hwei J NgDepartment of Surgery, University Hospital Monklands, Lanarkshire, Scotland, UK.
Ravi S VohraTrent Oesophago-Gastric Unit, Nottingham University Hospitals NHS Trust, Nottingham, UK.
Tarek KatbehDepartment of Surgery, University Hospital Monklands, Lanarkshire, Scotland, UK.
Samer ZinoDepartment of Surgery, University Hospital Monklands, Lanarkshire, Scotland, UK.
Ewen A GriffithsDepartment of Upper Gastrointestinal Surgery, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK. ewen.griffiths@uhb.nhs.uk.ORCID http://orcid.org/0000-0001-6630-3547
CholeS Study Group, West Midlands Research Collaborative
University Hospitals Birmingham NHS Foundation Trust · GBNottingham University Hospitals NHS Trust · GB

Funding

Department of Health CS-2017-17-010
6 · The paper itself

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.

Indexed as

Cholecystectomy, LaparoscopicPreoperative CareAdultCohort StudiesFemaleHumansMaleMiddle AgedMultivariate AnalysisReproducibility of ResultsRisk FactorsROC CurveDifficulty grading, difficult cholecystectomyOperative difficultyPredictive scoreSurgery, Laparoscopic, Cholecystectomy

Identifiers

PMID31732855
OpenAlexW2987081690

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.