Co-Expression of Immunohistochemical Markers MRP2, CXCR4, and PD-L1 in Gallbladder Tumors Is Associated with Prolonged Patient Survival.
Andrés TittarelliOmar BarríaEvy SandersAnna BergqvistDaniel Uribe BrangeMabel VidalMaría Alejandra GleisnerJorge Ramón VergaraIgnacio NiechiIván FloresCristián PeredaCristian CarrascoClaudia Quezada-MonrásFlavio Salazar-OnfrayPublished in: Cancers (2023)
Gallbladder cancer (GBC) is a rare pathology in Western countries. However, it constitutes a relevant health problem in Asia and Latin America, with a high mortality in middle-aged Chilean women. The limited therapeutic options for GBC require the identification of targetable proteins with prognostic value for improving clinical management support. We evaluated the expression of targetable proteins, including three epithelial tumor markers, four proteins associated with multidrug and apoptosis resistance, and eleven immunological markers in 241 primary gallbladder adenocarcinomas. We investigated correlations between tumor marker expression, the primary tumor staging, and GBC patients' survival using automated immunohistochemistry, a semi-automatic method for image analysis, univariate and multivariate statistical analyses, and machine learning algorithms. Our data show a significant association between the expression of MRP2 ( p = 0.0028), CXCR4 ( p = 0.0423), and PD-L1 ( p = 0.0264), and a better prognosis for patients with late-stage primary tumors. The expression of the MRP2/CXCR4/PD-L1 cluster of markers discriminates among short-, medium-, and long-term patient survival, with an ROC of significant prognostic value (AUC = 0.85, p = 0.0012). Moreover, a high MRP2/CXCR4/PD-L1 co-expression is associated with increased survival time (30 vs. 6 months, p = 0.0025) in GBC patients, regardless of tumor stage. Hence, our results suggest that the MRP2/CXCR4/PD-L1 cluster could potentially be a prognostic marker for GBC.
Keyphrases
- poor prognosis
- machine learning
- binding protein
- ejection fraction
- mental health
- deep learning
- middle aged
- newly diagnosed
- lymph node
- long non coding rna
- cardiovascular disease
- cell death
- case report
- pregnant women
- public health
- oxidative stress
- cell migration
- risk assessment
- skeletal muscle
- signaling pathway
- big data
- risk factors
- free survival
- lymph node metastasis
- health information
- breast cancer risk