Evidence map›Paper›PMID 42846811›Full record

ArticleFrontiers in gastroenterology (Lausanne, Switzerland)2026

Multimodal endoscopic diagnosis in biliary oncology: integrating EUS-guided tissue acquisition and cholangioscopy for personalized cancer care.

Petko Karagyozov, Nadica Male, Kalina Panova, Stela Nikolova

Abstract read
In one paragraph

Article in Frontiers in gastroenterology (Lausanne, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Petko KaragyozovClinic of Gastroenterology, Acibadem City Clinic University Hospital Tokuda, Sofia, Bulgaria.
Nadica MaleClinic of Gastroenterology, Acibadem City Clinic University Hospital Tokuda, Sofia, Bulgaria.
Kalina PanovaClinic of Gastroenterology, Acibadem City Clinic University Hospital Tokuda, Sofia, Bulgaria.
Stela NikolovaClinic of Gastroenterology, Acibadem City Clinic University Hospital Tokuda, Sofia, Bulgaria.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The diagnosis of biliary malignancies remains challenging because of the heterogeneous growth patterns of cholangiocarcinoma, the limited sensitivity of conventional tissue acquisition techniques, and the growing need for molecular profiling in the era of precision oncology. Over the past decade, endoscopic ultrasound (EUS) and digital single-operator cholangioscopy have transformed the diagnostic approach by providing complementary information. EUS enables high-resolution imaging, locoregional staging, and tissue acquisition from primary tumors and regional lymph nodes, while cholangioscopy offers direct intraductal visualization and targeted biopsy of suspicious biliary lesions. This review summarizes the current evidence on the diagnostic performance, strengths, and limitations of EUS-guided tissue acquisition and cholangioscopy, emphasizing their complementary role within contemporary diagnostic algorithms. We also discuss emerging technologies, including molecular profiling, next-generation sequencing, artificial intelligence, radiomics, digital pathology, and liquid biopsy, which are shaping the future of biliary oncology. In addition to the available evidence, we present our institutional experience comparing EUS-guided tissue acquisition and cholangioscopy-directed biopsy in patients with suspected malignant biliary strictures. Our institutional experience supports the complementary use of EUS-guided tissue acquisition and cholangioscopy within a multimodal diagnostic approach. In the subgroup of patients who underwent both procedures, we observed high diagnostic sensitivity while maintaining an acceptable safety profile, supporting the potential value of a multimodal diagnostic approach. Integrating advanced endoscopic techniques with precision diagnostics is likely to optimize diagnostic accuracy and guide personalized management of biliary malignancies.

Indexed as

cholangiocarcinomacholangioscopic biopsyendoscopic ultrasoundpersonalized cancer therapyprecision oncology

Identifiers

PMID42846811
PMCPMC13643386

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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.