Trial reportPloS one2022
Development and validation of a risk score for predicting clinical success after endobiliary stenting for malignant biliary obstruction.
Trial report in PloS one, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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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.
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Who cites it
8 citing papers in PubMed, 7 citations in OpenAlex.
- Reduction of serum bilirubin levels after endoscopic biliary drainage in patients with extrahepatic biliary obstruction and its significance.World journal of gastrointestinal endoscopy · 2026Article
- Endoscopic ultrasound-guided gallbladder drainage for bilirubin normalization in distal malignant biliary obstruction: A focused review.World journal of gastrointestinal endoscopy · 2026Review
- Article
- Endoscopic Biliary Drainage in Malignant Biliary Strictures: A Prospective Analysis Based on Real-World Data.Gastroenterology research · 2025Article
- Clinical evaluation of endoscopic biliary stenting in treatment of malignant obstructive jaundice.World journal of gastrointestinal surgery · 2025Article
- The updated Asia-Pacific consensus statement on the role of endoscopic management in malignant hilar biliary obstruction.Endoscopy international open · 2024Article
- Intrabiliary pressure in the pathophysiology of extra hepatic biliary obstruction.Hepatology forum · 2024Article
- Outcomes of Different Guidewire-Assisted Techniques for Recurrent Malignant Biliary Obstruction After Uncovered Metallic Stent Placement.Journal of digestive diseasesArticle
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Authors and funding
5 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundEndoscopic drainage is the primary treatment for unresectable malignant biliary obstruction (MBO). This study developed and validated a pre-endoscopic predictive score for clinical success after stent placement.
methodsPatients with unresectable MBO undergoing ERCP-guided endobiliary stent placement between 2007 and 2017 were randomly divided into derivation (n = 383) and validation (n = 128) cohorts. To develop the risk score, clinical parameters were built by logistic regression to predict (1) ≥ 50% total bilirubin (TB) resolution within 2 weeks and (2) bilirubin normalization (TB level <1.2 mg/dL) within 6 weeks following stenting. The scoring scheme was applied to the validation cohort to test its performance.
resultsA ≥ 50% TB resolution within 2 weeks was shown in 70.5% of cases. The risk scoring scheme had areas under the receiver operating characteristic curve (AUROC) of 0.70 (95% CI, 0.64-0.76) and 0.67 (95% CI, 0.57-0.77) in the derivation and validation cohorts, respectively. Thirty-one percent had TB normalization within 6 weeks after stenting. Significant predictors for TB normalization were extrahepatic biliary obstruction (odds ratio [OR] = 2.35), pre-endoscopic TB level (OR = 0.88), and stent type (OR = 0.42). The AUROC of a risk score for predicting TB normalization within 6 weeks was 0.78 (95% CI, 0.72-0.83) and 0.76 (95% CI, 0.67-0.86) in the derivation and validation cohorts, respectively. A score > 1.30 yielded a specificity of 98% and a positive predictive value of 84% for predicting TB normalization. A score of < -4.18 provided a sensitivity of 80%-90% and a negative predictive value of 90%-93% for predicting the absence of TB normalization.
conclusionsThe pre-endoscopic scoring system comprising biliary obstruction level, liver biochemistry, and type of stent provides prediction indices for TB normalization within 6 weeks after stenting. This scheme may help endoscopists identify patients with unresectable MBO suited for palliative stenting.
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