Diagnostic value of exosomal N‐glycan profiles for microvascular invasion in hepatocellular carcinoma

Abstract Background Microvascular invasion (MVI) was a critical high‐risk factor for postoperative recurrence and adverse prognosis in patients with hepatocellular carcinoma (HCC), and there were no reliable non‐invasive pre‐operative diagnostic markers. The exosomal N‐glycan profile was closely related to the invasion and immune escape of HCC. Therefore, this article investigated the expression of N‐glycan profiles in serum exosomes of patients with HCC and its clinical significance for MVI. Methods Serum samples from 210 patients with HCC were collected and randomly divided into modeling and validation cohorts. The abundances of N‐glycans in serum exosomes with different MVI grades were determined. A diagnostic model for MVI in HCC based on N‐glycosylation was constructed and the diagnostic value was analyzed. Results In the modeling cohort, comparing groups M0 with M2, the area under the receiver operating characteristic (AUC) of the diagnostic model namely SUM (AUC SUM ) was 0.861, the sensitivity of SUM was 92.68%, and the specificity of SUM was 79.41%, all of which were higher than the seven individual indexes (containing Peak 1, Peak 6, Peak 9, Peak 10, Peak 12, AFP, and PIVKA‐II). In the comparison between the M1 and M2 groups, the AUC SUM was 0.749, the sensitivity of SUM was 79.07%, and the specificity of SUM was 76.60%, all of which were higher than the seven individual indexes. When comparing the M0 and M1 groups, the AUC SUM was 0.712, the sensitivity of SUM was 88.57%, and the specificity of SUM was 65.00%. The AUC SUM and sensitivity of SUM were higher than the seven individual indexes and the specificity of SUM was slightly lower than that of AFP (68.18%) but higher than other individual indexes. The results of the validation cohort were similar to those of the modeling cohort. Conclusion The SUM model of serum exosomes can serve as an auxiliary diagnostic index for MVI staging in patients with HCC.

Authors

Institutions

Publication Details

Journal
iLABMED
Published
2024-10-14
DOI
https://doi.org/10.1002/ila2.61
Primary Topic
Extracellular vesicles in disease
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Diagnostic value of exosomal N‐glycan profiles for microvascular invasion in hepatocellular carcinoma

Chenjun Huang, Jun Ke, Huijuan Feng, Li Ping Zheng et al.
iLABMED
Extracellular vesicles in disease
article

Diagnostic value of exosomal N‐glycan profiles for microvascular invasion in hepatocellular carcinoma

Chenjun Huang, Jun Ke, Huijuan Feng, Li Ping Zheng, Lijuan Liu
article en

Abstract

Abstract Background Microvascular invasion (MVI) was a critical high‐risk factor for postoperative recurrence and adverse prognosis in patients with hepatocellular carcinoma (HCC), and there were no reliable non‐invasive pre‐operative diagnostic markers. The exosomal N‐glycan profile was closely related to the invasion and immune escape of HCC. Therefore, this article investigated the expression of N‐glycan profiles in serum exosomes of patients with HCC and its clinical significance for MVI. Methods Serum samples from 210 patients with HCC were collected and randomly divided into modeling and validation cohorts. The abundances of N‐glycans in serum exosomes with different MVI grades were determined. A diagnostic model for MVI in HCC based on N‐glycosylation was constructed and the diagnostic value was analyzed. Results In the modeling cohort, comparing groups M0 with M2, the area under the receiver operating characteristic (AUC) of the diagnostic model namely SUM (AUC SUM ) was 0.861, the sensitivity of SUM was 92.68%, and the specificity of SUM was 79.41%, all of which were higher than the seven individual indexes (containing Peak 1, Peak 6, Peak 9, Peak 10, Peak 12, AFP, and PIVKA‐II). In the comparison between the M1 and M2 groups, the AUC SUM was 0.749, the sensitivity of SUM was 79.07%, and the specificity of SUM was 76.60%, all of which were higher than the seven individual indexes. When comparing the M0 and M1 groups, the AUC SUM was 0.712, the sensitivity of SUM was 88.57%, and the specificity of SUM was 65.00%. The AUC SUM and sensitivity of SUM were higher than the seven individual indexes and the specificity of SUM was slightly lower than that of AFP (68.18%) but higher than other individual indexes. The results of the validation cohort were similar to those of the modeling cohort. Conclusion The SUM model of serum exosomes can serve as an auxiliary diagnostic index for MVI staging in patients with HCC.

iLABMEDVol. 2(4)
Fujian Medical University (CN), Shanghai University of Traditional Chinese Medicine (CN), Mengchao Hepatobiliary Hospital (CN), Yueyang Hospital (CN)
Natural Science Foundation of Fujian Province
Good health and well-being
Openalex Percentile: Top 84%
Extracellular vesicles in disease
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.