Evidence map›Paper›PMID 41905432›Full record

ArticleGastroenterology2026

DNA/RNA-Based Next-Generation Sequencing Improves the Early Diagnosis and Management of Neoplastic Bile Duct Strictures: A 6-Year, Prospective, Multi-Institutional, Real-Time Study.

Rohit Das, Jeffrey Kleinberger, Tarek Sawas, Abigail I Wald, Robert Bubar, Harkirat Singh, Jennifer Chennat, Asif Khalid, Stephanie L Romutis, Mordechai Rabinovitz and 71 more

Abstract readMulticenter Study
In one paragraph

Article in Gastroenterology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed, 1 pooled it
–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

3 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Review
  3. Next Generation Sequencing for the Differentiation of Benign and Malignant Biliary Strictures.Liver international : official journal of the International Association for the Study of the Liver · 2026
    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

81 authors.

Rohit DasDepartment of Medicine, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.
Jeffrey KleinbergerDepartment of Pathology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania; Department of Pathology, Geisinger Medical Center, Danville, Pennsylvania.
Tarek SawasDepartment of Medicine, University of Texas Southwestern, Dallas, Texas.
Abigail I WaldDepartment of Pathology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.
Robert BubarDepartment of Pathology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.
Harkirat SinghDepartment of Medicine, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.
Jennifer ChennatDepartment of Medicine, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.
Asif KhalidVA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania.
Stephanie L RomutisVA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania.
Mordechai RabinovitzDepartment of Medicine, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.
Anna TavakkoliDepartment of Medicine, University of Texas Southwestern, Dallas, Texas.
Kimberly J FairleyDepartment of Medicine, West Virginia University Health Sciences Center, Morgantown, West Virginia.
Brian A BooneDepartment of Surgery, West Virginia University Health Sciences Center, Morgantown, West Virginia.
Savreet SarkariaDepartment of Medicine, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania; Department of Medicine, University of Texas Southwestern, Dallas, Texas.
John NasrVandalia Health Mon Medical Center, Morgantown, West Virginia.
Nikhil R ThiruvengadamDepartment of Medicine, Division of Gastroenterology and Hepatology, Loma Linda University Medical Center, Loma Linda, California.
Charles GabbertDepartment of Medicine, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.
Sultan MahmoodDepartment of Medicine, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.
Ahmed A MessallamPiedmont Healthcare, Marietta, Georgia.
Mihajlo GjeorgjievskiPiedmont Healthcare, Marietta, Georgia.
Markus GoldschmiedtDepartment of Medicine, University of Texas Southwestern, Dallas, Texas.
Shyam ThakkarDepartment of Medicine, West Virginia University Health Sciences Center, Morgantown, West Virginia.
Thomas TiellemanDepartment of Medicine, University of Texas Southwestern, Dallas, Texas.
Mohannad DugumGastro Health, Grandview Medical Center, Birmingham, Alabama.
Jon ReichDigestive Health Center, Essentia Health-Duluth Clinic, Duluth, Minnesota.
Shailendra SinghDepartment of Medicine, West Virginia University Health Sciences Center, Morgantown, West Virginia.
Randall E BrandDepartment of Medicine, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.
Kevin McGrathDepartment of Medicine, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.
Kenneth FasanellaDepartment of Medicine, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.
Anne Marie LennonDepartment of Medicine, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.
Rekha ReddyDepartment of Medicine, University of Texas Southwestern, Dallas, Texas.
Roshan ShresthaPiedmont Healthcare, Marietta, Georgia.
Daniel J EllisDepartment of Medicine, University of Texas Southwestern, Dallas, Texas.
Sara A SinghiDepartment of Pathology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.
Terrence LeeEugene Gastroenterology Consultants, P.C., Springfield, Oregon.
Peter S KayEugene Gastroenterology Consultants, P.C., Springfield, Oregon.
Ryan D LeeEugene Gastroenterology Consultants, P.C., Springfield, Oregon.
Tiffany Y ChuaDivision of Gastroenterology, Hepatology, and Nutrition, University of Florida, Gainesville, Florida.
Ibrahim NassourDepartment of Surgery, University of Florida, Gainesville, Florida.
James L BuxbaumUniversity of Southern California, Keck Medicine, Digestive Health Institute, Los Angeles, California.
Joanna K LawVirginia Mason Franciscan Health, Center for Digestive Health, Seattle, Washington.
Yasser BhatDepartment of Gastroenterology, Palo Alto Medical Foundation (PAMF), Mountain View, California.
Prija A JamidarDivision of Digestive Diseases and Advanced Endoscopy, Yale University School of Medicine, New Haven, Connecticut.
Emily R JonicaDivision of Gastroenterology and Hepatology, Oregon Health and Science University, Portland, Oregon.
Jeffrey J EaslerDepartment of Gastroenterology and Hepatology, Indiana University Health Medical Center, Indianapolis, Indiana.
Wasseem SkefBaylor College of Medicine, Gastroenterology and Hepatology, Michael E. DeBakey VA Medical Center, Houston, Texas.
Hendrikus Dutch VanderveldtDepartment of Medicine, University of Texas Southwestern, Dallas, Texas.
Anil K DasyamDepartment of Radiology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.
David A GellerDepartment of Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.
Amer H ZureikatDepartment of Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.
Herbert J ZehDepartment of Surgery, University of Texas Southwestern, Dallas, Texas.
Patricio M PolancoDepartment of Surgery, University of Texas Southwestern, Dallas, Texas.
J Wallis MarshDepartment of Surgery, West Virginia University Health Sciences Center, Morgantown, West Virginia.
Melissa HoggDepartment of Surgery, NorthShore University Health System, Evanston, Illinois.
Kenneth K LeeDepartment of Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.
James F PingpankDepartment of Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.
M Haroon A ChoudryDepartment of Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.
Abhinav HumarDepartment of Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.
Carl SchmidtDepartment of Surgery, West Virginia University Health Sciences Center, Morgantown, West Virginia.
John MansourDepartment of Surgery, University of Texas Southwestern, Dallas, Texas.
Geoffrey NunnsDepartment of Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.
Melanie OngchinDepartment of Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.
Alessandro PanicciaDepartment of Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.
Sigfred LajaraDepartment of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York.
Sara E MonacoDepartment of Pathology, Geisinger Medical Center, Danville, Pennsylvania.
N Paul OhoriDepartment of Pathology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.
Liron PantanowitzDepartment of Pathology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.
James M MitchellDepartment of Pathology, University of Texas Southwestern, Dallas, Texas.
Katelyn SmithDepartment of Pathology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.
Nuha ShakerDepartment of Pathology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.
Anju H SinghiDepartment of Medicine, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.
Dennis HsuDepartment of Medicine, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.
Anwaar SaeedDepartment of Medicine, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.
Ibrahim H SahinDepartment of Medicine, University of Michigan, Ann Harbor, Michigan.
Janie ZhangDepartment of Medicine, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.
Vikram GorantlaDepartment of Medicine, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.
John RheeDepartment of Medicine, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.
Marina N NikiforovaDepartment of Pathology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.
Nisa KubiliunDepartment of Medicine, University of Texas Southwestern, Dallas, Texas. Electronic address: nisa.kubiliun@utsouthwestern.edu.
Adam SlivkaDepartment of Medicine, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania. Electronic address: slivkaa@upmc.edu.
Aatur D SinghiDepartment of Pathology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania. Electronic address: singhiad@upmc.edu.

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI Elisa de Stanchina · 1985 to 2026
$347.4M
VECTOR CORE FACILITYP30CA047904 · NCI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI Leonard J. Appleman · 1988 to 2026
$158.0M
Validation of biomarkers for risk prediction and early diagnosis of Pancreatic AdenocarcinomaU01CA200466 · NCI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI Surinder K. Batra, Randall Brand · 2016 to 2026
$11.3M
Pittsburgh Liver Research CenterP30DK120531 · NIDDK · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI Gavin E Arteel · 2019 to 2026
$10.9M
NCI NIH HHS P30 CA008748NCI NIH HHS P30 CA047904NCI NIH HHS U01 CA200466NIDDK NIH HHS P30 DK120531
6 · The paper itself

Abstract

BACKGROUND &

aimsThe distinction between benign and neoplastic bile duct strictures remains challenging. Pathologic assessment of endoscopic retrograde cholangiopancreatography (ERCP)-obtained specimens has limited sensitivity, particularly among patients with primary sclerosing cholangitis (PSC). Next-generation sequencing of bile duct specimens provides a promising diagnostic approach, but a prospective, multi-institutional, and comprehensive DNA/RNA analysis is lacking.

methodsA 6-year, prospective, multi-institutional study was conducted using BiliSeq version 2 (28 cancer-associated genes and 167 fusion genes) and BiliSeq version 3 (161 cancer-associated genes and 763 fusion genes) for 2908 ERCP-obtained brushings, biopsies, and bile from 2116 patients at 28 medical institutions. Molecular results were compared with clinical, imaging, and pathologic parameters including diagnostic pathology and/or at least 1-year follow-up.

resultsBiliSeqV2/V3 testing was performed for 2865 (99%) specimens from 2080 (98%) patients. Based on follow-up from 1979 (95%) patients, BiliSeq version 2/version 3 demonstrated 82% sensitivity and 98% specificity for a neoplastic stricture. In comparison, pathologic assessment had a sensitivity of 44% and a specificity of 99%. Combining BiliSeq version 2/version 3 testing with pathologic assessment improved the sensitivity to 88% and maintained a high specificity of 97%. High-risk populations, such as Hispanic, germline carrier, and PSC patients, also showed improvement in sensitivity with BiliSeq version 2/version 3 (74% to 86%) compared with pathologic assessment (26% to 50%). Further, actionable molecular alterations were identified in 20% of BiliSeq version 3-positive neoplasms and modified patient management in 30% of these cases.

conclusionsApplying BiliSeq version 2/version V3 testing to ERCP-obtained specimens improved the diagnostic evaluation of bile duct strictures, achieving higher sensitivity, especially for PSC, and maintained high specificity compared with traditional methods. This study highlights the importance of next-generation sequencing for precise diagnosis and therapeutic intervention.

Indexed as

Bile Duct NeoplasmsBiomarkers, TumorCholestasisEarly Detection of CancerHigh-Throughput Nucleotide SequencingSequence Analysis, RNAAdultAgedBiopsyCholangiopancreatography, Endoscopic RetrogradeConstriction, PathologicFemaleHumansMaleMiddle AgedPredictive Value of TestsBiomarkers, TumorBiliary StrictureCholangiocarcinomaEarly DiagnosisNext-Generation SequencingPancreatic Cancer

Identifiers

PMID41905432
PMCPMC13452169

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