Evidence mapPaperPMID 42569449Full record

ReviewInternational journal of nanomedicine2026

Exosome-Based Liquid Biopsy in Biliary Tract Cancer: Nanotechnology-Enabled Strategies and Future Perspectives.

Yonghyun Choi, Jihyuk Yang, Jiwon Kim, Khongorzul Enkhtaivan, Jaewoo Son, Jaehee Jang, Hee-Young Lee, Jonghoon Choi

Abstract readReview
In one paragraph

Review in International journal of nanomedicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

8 authors.

Yonghyun ChoiSchool of Integrative Engineering, Chung-Ang University, Seoul, Republic of Korea.
Jihyuk YangSchool of Integrative Engineering, Chung-Ang University, Seoul, Republic of Korea.
Jiwon KimSchool of Integrative Engineering, Chung-Ang University, Seoul, Republic of Korea.ORCID 0000-0002-7412-161X
Khongorzul EnkhtaivanSchool of Integrative Engineering, Chung-Ang University, Seoul, Republic of Korea.
Jaewoo SonSchool of Chemical and Biomolecular Engineering, Georgia Institute of Technology, Atlanta, GA, USA.ORCID 0009-0001-6418-0675
Jaehee JangSchool of Integrative Engineering, Chung-Ang University, Seoul, Republic of Korea.ORCID 0009-0000-9787-9186
Hee-Young LeeFeynman Institute of Technology, Nanomedicine Corporation, Seoul, Republic of Korea.
Jonghoon ChoiSchool of Integrative Engineering, Chung-Ang University, Seoul, Republic of Korea.ORCID 0000-0003-3554-7033

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Biliary tract cancer (BTC) remains a formidable clinical challenge owing to its asymptomatic early stages, anatomical complexity, and lack of reliable and noninvasive diagnostic tools. Although traditional tissue biopsy is often limited by invasiveness and sampling bias, liquid biopsy, particularly the analysis of tumor-derived exosomes, has emerged as a promising and clinically relevant alternative for early detection and longitudinal monitoring. Exosomes are specialized extracellular vesicles that sequester diverse molecular cargo including proteins, lipids, and nucleic acids, thereby reflecting the physiological state of their parental tumor cells. However, the clinical translation of exosomal biomarkers is often hindered by technical challenges in achieving high-purity isolation and ultrasensitive detection in complex biological matrices, such as blood and bile. To address these limitations, this review provides a comprehensive overview of recent advancements in nanotechnology-enabled platforms designed to overcome these challenges. First, we examined sophisticated nanostructured systems, such as immuno-magnetic nanoparticles and microfluidic nanoVelcro chips, for high-yield exosome enrichment. Subsequently, we investigated next-generation biosensing modalities with a focus on surface-enhanced Raman scattering for label-free molecular fingerprinting and CRISPR-Cas-integrated nanosensors for amplification-free nucleic acid detection. Significant emphasis has now been placed on the integration of artificial intelligence and deep learning algorithms, which have become indispensable for deciphering complex exosomal signatures to differentiate BTC from benign conditions such as cholangitis. Finally, we discuss the emerging clinical significance of bile-derived exosomes and remaining challenges in standardizing nanomedicine-based liquid biopsies for precision oncology. These integrated platforms could potentially redefine the BTC management paradigm by bridging the gap between advanced nanomaterials and clinical diagnostics.

Indexed as

Biliary Tract NeoplasmsExosomesNanotechnologyBiomarkers, TumorBiosensing TechniquesHumansLiquid BiopsyNanomedicineBiomarkers, Tumorartificial intelligencebiliary tract cancerBTCexosomesliquid biopsynanotechnologyprecision medicineSERS

Identifiers

PMID42569449
PMCPMC13450089

What Socratic holds

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LicenceCC BY-NC
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 Socratic graph.