ArticleCancers2023
Ferroptosis Inducers Upregulate PD-L1 in Recurrent Triple-Negative Breast Cancer.
Article in Cancers, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.
What it found
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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.
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Who cites it
21 citing papers in PubMed, 17 citations in OpenAlex.
- Non-coding RNAs as master regulators of ferroptosis in cancer: mechanisms and clinical implications.Molecular cancer · 2026Review
- Ferroptosis in Breast Cancer: Molecular Insights and Therapeutic Strategies.Frontiers in bioscience (Landmark edition) · 2026Review
- Cell adhesion molecules as emerging regulators of ferroptosis: mechanisms and therapeutic opportunities in cancer.Apoptosis : an international journal on programmed cell death · 2026Review
- Oxidative stress and antioxidants in breast cancer: a double-edged sword.Frontiers in oncology · 2026Review
- Co-targeting ferroptosis and immune evasion through small molecules in breast cancer.Journal of translational internal medicine · 2025Article
- Ferroptosis Enhances T Lymphocyte Infiltration into Glioblastoma Spheroids.Antioxidants (Basel, Switzerland) · 2025Article
- Article
- Metabolic Regulation of Ferroptosis in Breast Cancer.International journal of molecular sciences · 2025Review
- Natural Compounds as Modulators of Ferroptosis: Mechanistic Insights and Therapeutic Prospects in Breast Cancer.Biomolecules · 2025Review
- Programmed Cell Death in Cancer.MedComm · 2025Review
- Ferroptosis and Metabolic Dysregulation: Emerging Chemical Targets in Cancer and Infection.Molecules (Basel, Switzerland) · 2025Review
- Effects of the Alkylating Agent Cyclophosphamide in Potentiating Anti-Tumor Immunity.International journal of molecular sciences · 2025Review
- Ferroptosis in Cancer: Mechanism and Therapeutic Potential.International journal of molecular sciences · 2025Review
- Lipid metabolic reprograming: the unsung hero in breast cancer progression and tumor microenvironment.Molecular cancer · 2025Review
- Single-cell RNAseq reveals adverse metabolic transcriptional program in intrahepatic cholangiocarcinoma malignant cells.Biochemistry and biophysics reports · 2025Article
- Ferroptosis Transcriptional Regulation and Prognostic Impact in Medulloblastoma Subtypes Revealed by RNA-Seq.Antioxidants (Basel, Switzerland) · 2025Article
- Corosolic acid increases the therapeutic effect of cisplatin on gastric cancer by regulating Gpx4-dependent ferroptosis.Cancer drug resistance (Alhambra, Calif.) · 2025Article
- Unlocking ferroptosis to overcome cancer stem cells-mediated treatment failure and immune evasion.Frontiers in immunology · 2025Review
- Characterization of an Activated Metabolic Transcriptional Program in Hepatoblastoma Tumor Cells Using scRNA-seq.International journal of molecular sciences · 2024Article
- Metabolic Transcriptional Activation in Ulcerative Colitis Identified Through scRNA-seq Analysis.Genes · 2024Article
Corrections and comments
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Authors and funding
6 authors at 2 institutions in 1 country.
Funding
Abstract
(1) Background: Triple-negative breast cancer (TNBC) is a distinct subgroup of breast cancer presenting a high level of recurrence, and neo-adjuvant chemotherapy is beneficial in its therapy management. Anti-PD-L1 immunotherapy improves the effect of neo-adjuvant therapy in TNBC. (2) Methods: Immune-modulation and ferroptosis-related R-packages were developed for integrative omics analyses under ferroptosis-inducer treatments: TNBC cells stimulated with ferroptosis inducers (GSE173905, GSE154425), single cell data (GSE191246) and mass spectrometry on breast cancer stem cells. Clinical association analyses were carried out with breast tumors (TCGA and METABRIC cohorts). Protein-level validation was investigated through protein atlas proteome experiments. (3) Results: Erastin/RSL3 ferroptosis inducers upregulate CD274 in TNBC cells (MDA-MB-231 and HCC38). In breast cancer, CD274 expression is associated with overall survival. Breast tumors presenting high expression of CD274 upregulated some ferroptosis drivers associated with prognosis: IDO1, IFNG and TNFAIP3. At the protein level, the induction of Cd274 and Tnfaip3 was confirmed in breast cancer stem cells under salinomycin treatment. In a 4T1 tumor treated with cyclophosphamide, the single cell expression of Cd274 was found to increase both in myeloid- and lymphoid-infiltrated cells, independently of its receptor Pdcd1. The CD274 ferroptosis-driver score computed on a breast tumor transcriptome stratified patients on their prognosis: low score was observed in the basal subgroup, with a higher level of recurrent risk scores (oncotypeDx, ggi and gene70 scores). In the METABRIC cohort, CD274, IDO1, IFNG and TNFAIP3 were found to be overexpressed in the TNBC subgroup. The CD274 ferroptosis-driver score was found to be associated with overall survival, independently of TNM classification and age diagnosis. The tumor expression of CD274, TNFAIP3, IFNG and IDO1, in a biopsy of breast ductal carcinoma, was confirmed at the protein level (4) Conclusions: Ferroptosis inducers upregulate PD-L1 in TNBC cells, known to be an effective target of immunotherapy in high-risk early TNBC patients who received neo-adjuvant therapy. Basal and TNBC tumors highly expressed CD274 and ferroptosis drivers: IFNG, TNFAIP3 and IDO1. The CD274 ferroptosis-driver score is associated with prognosis and to the risk of recurrence in breast cancer. A potential synergy of ferroptosis inducers with anti-PD-L1 immunotherapy is suggested for recurrent TNBC.
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Registered trials
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 OpenQuestion graph.