journal article·2026-01Open access

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

Moonhyun Choi, Mi Ho Jeong, Taehwang Son, Tae Joon Kwak, Jung Hyun Jo, Ji Hae Nahm, Ralph Weissleder, Sung Ill Jang, Hyungsoon Im

Small· Volume 22· Issue 2

Abstract

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.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Microfluidic and Bio-sensing Technologies · Cancer Cells and Metastasis · Biosensors and Analytical Detection

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Center for Systems Biology Massachusetts General Hospital Boston MA 02114 USA

Department of Chemical & Biomolecular Engineering College of Engineering Yonsei University Seoul 03722 Republic of Korea

Department of Internal Medicine Gangnam Severance Hospital Yonsei University College of Medicine Seoul 03722 Republic of Korea

Department of Pathology Gangnam Severance Hospital Yonsei University College of Medicine Seoul 03722 Republic of Korea

Department of Radiology Massachusetts General Hospital Boston MA 02114 USA

Department of Systems Biology Harvard Medical School Boston MA 02115 USA

Funding

Human Frontier Science Program · National Research Foundation of Korea · Korea Institute for Advancement of Technology · Korea Health Industry Development Institute · National Cancer Institute · National Institute of General Medical Sciences

References (21)

Show source-provided references
1. 10.1016/j.gie.2021.11.02910.1016/j.gie.2021.11.029 ↗
2. 10.1038/s41467-022-31009-910.1038/s41467-022-31009-9 ↗
3. 10.1016/j.gie.2014.09.01710.1016/j.gie.2014.09.017 ↗
4. 10.1007/s00464-023-09916-910.1007/s00464-023-09916-9 ↗
5. 10.1111/jgh.1686510.1111/jgh.16865 ↗
6. 10.1097/MEG.000000000000140210.1097/MEG.0000000000001402 ↗
7. 10.1038/s41598-023-39438-210.1038/s41598-023-39438-2 ↗
8. 10.1111/liv.1408610.1111/liv.14086 ↗
9. 10.1038/ajg.2014.43310.1038/ajg.2014.433 ↗
10. 10.1073/pnas.150181511210.1073/pnas.1501815112 ↗
11. 10.1038/s41551-018-0265-310.1038/s41551-018-0265-3 ↗
12. 10.7150/thno.1553410.7150/thno.15534 ↗
13. 10.7150/thno.3718710.7150/thno.37187 ↗
14. 10.1021/acsnano.8b0302910.1021/acsnano.8b03029 ↗
15. 10.1126/scitranslmed.aaz974610.1126/scitranslmed.aaz9746 ↗
16. 10.1002/advs.20220514810.1002/advs.202205148 ↗
17. 10.1016/j.gie.2019.12.01710.1016/j.gie.2019.12.017 ↗
18. 10.1016/j.gie.2021.04.02610.1016/j.gie.2021.04.026 ↗
19. 10.1016/j.aca.2023.34146910.1016/j.aca.2023.341469 ↗
20. 10.1038/s41598-017-00232-610.1038/s41598-017-00232-6 ↗
21. 10.1002/advs.20220041510.1002/advs.202200415 ↗