ArticleCancer cell international2019
PD-1 and PD-L1 correlated gene expression profiles and their association with clinical outcomes of breast cancer.
Article in Cancer cell international, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 36 papers, 2 of them syntheses that pooled it.
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Who cites it
36 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Pooled it
- Pooled it
- NOHA as a key biomarker to link NOS2 activity to immune checkpoint and cytokine signaling in ER-negative breast cancer.Biochemistry and biophysics reports · 2026Article
- The immune-related gene CD5 is a prognostic biomarker associated with the tumor microenvironment of breast cancer.Discover oncology · 2025Article
- Network Medicine-Based Strategy Identifies Maprotiline as a Repurposable Drug by Inhibiting PD-L1 Expression via Targeting SPOP in Cancer.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- Exosomal PD-L1 detection in cancer predictive biomarker for response to immune checkpoint blockade therapy.Frontiers in immunology · 2025Review
- High CTLA-4 gene expression is an independent good prognosis factor in breast cancer patients, especially in the HER2-enriched subtype.Cancer cell international · 2024Article
- Article
- Targeting HER2-positive breast cancer cells by a combination of dasatinib and BMS-202: Insight into the molecular pathways.Cancer cell international · 2024Article
- Inorganic Nanoparticle Functionalization Strategies in Immunotherapeutic Applications.Biomaterials research · 2024Review
- A bispecific antibody AP203 targeting PD-L1 and CD137 exerts potent antitumor activity without toxicity.Journal of translational medicine · 2023Article
- Critical Role of the Transcription Factor AKNA in T-Cell Activation: An Integrative Bioinformatics Approach.International journal of molecular sciences · 2023Article
- Prognostic model based on six PD-1 expression and immune infiltration-associated genes predicts survival in breast cancer.Breast cancer (Tokyo, Japan) · 2022Article
- Semi-automated validation and quantification of CTLA-4 in 90 different tumor entities using multiple antibodies and artificial intelligence.Laboratory investigation; a journal of technical methods and pathology · 2022Article
- Evaluation PD-L1, CD8 and CD20 as early predictor and tracking markers for breast cancer (BC) in Egypt.Heliyon · 2022Article
- Frequency of Expression of PD-1 and PD-L1 In Head And Neck Squamous Cell Carcinoma And their Association With Nodal Metastasis: A Cross-Sectional Study.Asian Pacific journal of cancer prevention : APJCP · 2022Article
- PD-L1 Protein Expression Is Associated With Good Clinical Outcomes and Nomogram for Prediction of Disease Free Survival and Overall Survival in Breast Cancer Patients Received Neoadjuvant Chemotherapy.Frontiers in immunology · 2022Article
- Potentiality of Exosomal Proteins as Novel Cancer Biomarkers for Liquid Biopsy.Frontiers in immunology · 2022Review
- Effects of transarterial chemoembolization on the immunological function of patients with hepatocellular carcinoma.Oncology letters · 2021Article
- Small molecule inhibitors against PD-1/PD-L1 immune checkpoints and current methodologies for their development: a review.Cancer cell international · 2021Review
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundImmunotherapies that targeting programmed cell death 1 (PD-1) and programmed death-ligand 1 (PD-L1) have obtained prominent success in breast cancer (BC). However, not all the patients benefit from the antibody therapy. This study aimed to identify PD-1/PD-L1 correlated genes and pathways as well as investigate their potential as prognostic marker in BC. MATERIALS AND
methodsBy analysing transcriptional data of BC from TCGA, we identified PD-1 and PD-L1 correlated genes by WGCNA analysis and explored the biological process as well as pathways they enriched. Co-expression analysis were performed for PD-1/PD-L1 with immune infiltration and checkpoints. The prognostic value of PD-1 and PD-L1 were also investigated.
resultsPD-1 and PD-L1 expression showed significant difference in different molecular subtypes and stages. PD-1 correlated genes enriched in T cell activation, lymphocyte activation, leukocyte migration while PD-L1 correlated genes demonstrated enrichment including T cell apoptotic process, tolerance induction and cytolysis. Immune infiltration analysis suggested that PD-1 and PD-L1 were related with Neutrophils (r = 0.65, r = 0.48) and Fibroblasts (r = 0.59, r = 0.47). For immune checkpoints analysis, PD-1 was associated with HLA-A (r = 0.804) and INPP5D (r = 0.782) while PD-L1 correlated with CTLA4 (r = 0.843) and CD27 (r = 0.823). PD-1 was associated favorable survival of BC (HR = 0.67, P = 0.012) while PD-L1 did not demonstrate significant association with BC prognosis (HR = 0.85, P = 0.313).
conclusionPD-1 and PD-L1 correlated genes participated in biological process including T cell activation, lymphocyte activation, leukocyte migration, T cell apoptotic process, tolerance induction and cytolysis. PD-1/PD-L1 expression also demonstrated relation with immune infiltration and immune checkpoints. High PD-1 expression predicted better survival of breast cancer patients.
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