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Integrated Multi-Channel Automatic Cellular Profiling (iMAP) System for Cholangiocarcinoma Diagnosis

Authors
 Choi, Moonhyun  ;  Jeong, Mi Ho  ;  Son, Taehwang  ;  Kwak, Tae Joon  ;  Jo, Jung Hyun  ;  Nahm, Ji Hae  ;  Weissleder, Ralph  ;  Jang, Sung Ill  ;  Im, Hyungsoon 
Citation
 SMALL, Vol.22(2), 2026-01 
Article Number
 e07120 
Journal Title
SMALL
ISSN
 1613-6810 
Issue Date
2026-01
MeSH
Automation ; Bile Duct Neoplasms* / diagnosis ; Bile Duct Neoplasms* / pathology ; Biomarkers, Tumor / metabolism ; Cell Line, Tumor ; Cholangiocarcinoma* / diagnosis ; Cholangiocarcinoma* / pathology ; Humans
Keywords
automated system ; biomarkers ; brush cytology ; cancer ; cholangiocarcinoma ; diagnosis
Abstract
Cholangiocarcinoma (CCA) is a highly lethal malignant tumor with a five-year survival rate below 10%. Clinical challenges include the absence of effective screening tools, the gradual progression until symptoms manifest, and the low diagnostic accuracy of CCA tissue due to the paucicellular nature of specimens obtained during an intervention. To address these challenges, an integrated multi-channel automatic cellular profiling (iMAP) system is developed for robust analysis of endoscopically obtained biliary specimens. Brushing cytology samples are introduced into a microfluidic chip to enrich and capture suspicious epithelial cells while eliminating blood and fibrotic cells. The captured cells are subsequently immunostained with fluorescent antibodies for further molecular analysis. The entire process, from sample loading to diagnosis, is fully automated and completed within 30 min. After validating the system with in vitro cell lines, iMAP is applied to analyze clinical brush specimens. In a pilot clinical study with 56 patient samples, good clinical diagnostic accuracy (AUC = 0.85) is demonstrated for CCA using a four-marker combination (MUC1, EpCAM, EGFR, and MARS1). The fully automated iMAP can serve as a complementary technology to the existing clinical cytopathology workflow, thereby minimizing sample loss and enhancing diagnostic accuracy through multiplexing.
Full Text
https://onlinelibrary.wiley.com/doi/10.1002/smll.202507120
DOI
10.1002/smll.202507120
Appears in Collections:
1. College of Medicine (의과대학) > Dept. of Internal Medicine (내과학교실) > 1. Journal Papers
1. College of Medicine (의과대학) > Dept. of Pathology (병리학교실) > 1. Journal Papers
Yonsei Authors
Nahm, Ji Hae(남지해) ORCID logo https://orcid.org/0000-0003-0902-866X
Jang, Sung Ill(장성일) ORCID logo https://orcid.org/0000-0003-4937-6167
Jo, Jung Hyun(조중현) ORCID logo https://orcid.org/0000-0002-2641-8873
URI
https://ir.ymlib.yonsei.ac.kr/handle/22282913/209976
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