MAD2L1 Functions As a Novel Diagnostic and Predictive Biomarker in Cholangiocarcinoma
Open accessAbstract
Background: Most cholangiocarcinoma (CCA) patients are diagnosed at an advanced stage of disease, and the postoperational recurrence rates are high in those undergoing resection. The lack of satisfying biomarkers for early diagnoses and effective targeting of driver pathways is the leading reason for therapeutic failures. The goal of this study was to find a biomarker for making improved diagnoses with enhanced prognostic capabilities for CCA. Materials and Methods: Our study used bioinformatic analyses of microarray data from the Gene Expression Omnibus (GEO) database and investigated mitotic arrest deficient 2-like protein 1 (MAD2L1) expression in tumor and adjacent non-neoplastic biliary ducts through immunocytochemistry in 42 surgically removed primary CCAs from a single institute. In vitro and in vivo models were used to explore the function of MAD2L1. Results: In total, 297 high probability differentially expressed genes (DEGs) were obtained from overlapping the DEGs from the three individual data sets. Through enrichment assays and protein-protein interaction networks analyses, seven hub genes were identified. MAD2L1 was picked up as a novel biomarker based on hierarchical cluster analyses and Kaplan-Meier survival analyses. MAD2L1 was expressed in cancer tissues but not in the surrounding normal tissue, with 31 (73.81%) of 42 CCAs MAD2L1 positive by immunohistochemistry (IHC). MAD2L1 expression levels were significantly correlated with tumor size, pathological grade, and clinical stage. A Kaplan-Meier survival analysis demonstrated an inverse correlation with MAD2L1 expression. Real-time polymerase chain reaction and immunoblotting results further confirmed the results of IHC and bioinformatic analyses. In vitro and in vivo models demonstrated decreasing MAD2L1 could significantly suppress tumor growth, whereas increasing MAD2L1 could promote tumor growth. Conclusion: MAD2LI could be used as a predictive biomarker and potentially serve as a therapeutic target in CCA. Clinical Trial Registration Number: [2020]KY157-01
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The protein product of MAD2L1 is part of the mitotic spindle assembly checkpoint that halts anaphase until proper chromosomal alignment occurs.
“The protein product of MAD2L1 is part of the mitotic spindle assembly checkpoint that halts anaphase until proper chromosomal alignment occurs [32].”
From Overexpression of TBX3 suppresses tumorigenesis in experimental and human cholangiocarcinoma (2024) · cites this paper as [32]
The expression of MAD2L1 was studied in resected iCCA specimens and correlated with tumor size, pathological grade, clinical stage, and inversely with overall survival.
“The expression of MAD2L1 was studied in resected iCCA specimens and correlated with tumor size, pathological grade, clinical stage, and inversely with overall survival [32].”
From Overexpression of TBX3 suppresses tumorigenesis in experimental and human cholangiocarcinoma (2024) · cites this paper as [32]
Cited by
Sorted by citations
Overexpression of TBX3 suppresses tumorigenesis in experimental and human cholangiocarcinoma
Deng, S., Lu, X., Wang, X., Liang, B., Xu, H., Yang, D., Cui, G., Yonemura, A., Paine, H., Zhou, Y., et al. (2024) · Cell Death & Disease · doi:10.1038/s41419-024-06839-8 · Cited by 2 · see citing works
- Authors
- Gao, Y., Liu, Y., Sun, L., Ouyang, X., Zhu, C., & Qin, X.
- Affiliations
- Changzhou No.2 People's Hospital (CN)
- Central South University (CN)
- Corresponding author
- Gao, Yuan
- Qin, Xihu
- Venue
- Genetic Testing and Molecular Biomarkers
- Publisher
- SAGE Publications
- Published
- 2021-11
- Volume
- 25
- Issue
- 11
- Pages
- 685-695
- ISSN
- 1945-0257 (ISSN-L)
- 1945-0265
- OpenAlex
- W3214566061
- Cited by
- 9
- References
- 0
- Citations by year
- 2025: 3 · 2024: 4 · 2023: 2
- FWCI
- 1.42
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Genetic Testing and Molecular Biomarkers (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Surgery › Cholangiocarcinoma and Gallbladder Cancer Studies
- Health Sciences › Medicine › Surgery › Pediatric Hepatobiliary Diseases and Treatments
- Health Sciences › Medicine › Hepatology › Liver Diseases and Immunity
- Keywords
- Mad2, cholangiocarcinoma, diagnostic biomarkers, prognostic factors, hub genes, tumor growth, mitotic arrest, differentially expressed genes, protein-protein interaction network, therapeutic target
- MeSH terms
- Animals, Cells, Cultured, Female, Humans, Liver Neoplasms, Male, Mice, Nude, Middle Aged, Predictive Value of Tests, RNA, Messenger, Biomarkers, Tumor, Cholangiocarcinoma, Computational Biology, Oligonucleotide Array Sequence Analysis, Mice, Transcriptome, Mad2 Proteins, Datasets as Topic
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review