Evidence map›Paper›PMID 41585859›Full record

ArticleEndoscopic ultrasound

Learning curve and predictors of technical failure in EUS-guided antegrade interventions: A retrospective analysis of 138 consecutive cases.

Dexin Chen, Senlin Hou, Yongzhan Zhao, Min Zhu, Mingyang Li, Lichao Zhang

Abstract read
In one paragraph

Article in Endoscopic ultrasound. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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

6 authors.

Dexin ChenDepartment of Gastroenterology, The First Medical Center of Chinese PLA General Hospital, Beijing, China.
Senlin HouGeneral Surgery, The Second Hospital of Hebei Medical University, Shijiazhuang, China.
Yongzhan ZhaoGeneral Surgery, The Second Hospital of Hebei Medical University, Shijiazhuang, China.
Min ZhuDepartment of Gastroenterology, The Fifth Medical Center of Chinese PLA General Hospital, Beijing, China.
Mingyang LiDepartment of Gastroenterology, The First Medical Center of Chinese PLA General Hospital, Beijing, China.
Lichao ZhangGeneral Surgery, The Second Hospital of Hebei Medical University, Shijiazhuang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background and Objectives: EUS-guided biliary drainage (EUS-BD) is an alternative to ERCP for patients with altered anatomy or duodenal obstruction. EUS-guided antegrade intervention (EUS-AG) offers physiological drainage with lower reintervention rates and higher stent patency. However, the technical complexity of EUS-AG limits its success rate, and factors associated with technical failure remain controversial. This study aimed to evaluate the learning curve for EUS-AG and identify predictors of technical failure. Patients and Methods: A cohort of 138 patients intended for EUS-AG between December 2019 and January 2025 was analyzed. CUSUM analysis was used to assess the learning curve based on procedure time. Technical failure was defined as failure to advance the antegrade guidewire across the duodenal papilla or bilioenteric anastomosis, failure of stent deployment, or failure to extract stones. Univariable and multivariable logistic regression analyses were performed to identify independent predictors of technical failure. Results: The overall technical success rate of EUS-AG was 78.2% (108/138). The CUSUM learning curve demonstrated a significant decrease in procedure time after 50 cases, indicating the transition to the proficiency phase. Multivariable analysis identified preproficiency phase (OR, 9.70; 95% CI, 2.91-32.30; Conclusion: For endoscopists with proficient ERCP experience, the EUS-AG learning curve plateaued after approximately 50 cases. The preproficiency phase, HBO, and EBD were identified as independent predictors of technical failure.

Indexed as

Antegrade biliary stentingBiliary drainageEUSTechnical failure

Identifiers

PMID41585859
PMCPMC12829647

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.