ArticlePloS one2017
Quantification of hypoxia-related gene expression as a potential approach for clinical outcome prediction in breast cancer.
Article in PloS one, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed, 19 citations in OpenAlex.
- Unveiling GBE1 as a hypoxia-related prognostic gene with significant impact on immune cell infiltration in HER2-enriched breast cancer.Discover oncology · 2025Article
- Tumor Hypoxia: How Conventional Histology Is Reshaped in Breast Carcinoma.International journal of molecular sciences · 2025Review
- Epigenetic Reprogramming of Kaposi's Sarcoma-Associated Herpesvirus during Hypoxic Reactivation.Cancers · 2022Article
- Development of an Independent Prognostic Signature Based on Three Hypoxia-Related Genes for Breast Cancer.Computational and mathematical methods in medicine · 2022Article
- Engineering hyaluronic acid-based cryogels for CD44-mediated breast tumor reconstruction.Materials today. Bio · 2022Article
- Article
- Identification of a Hypoxia-Related Molecular Classification and Hypoxic Tumor Microenvironment Signature for Predicting the Prognosis of Patients with Triple-Negative Breast Cancer.Frontiers in oncology · 2021Article
- Radio-Sensitizing Effects of CuACS omega · 2020Article
- Spatial control of oxygen delivery to three-dimensional cultures alters cancer cell growth and gene expression.Journal of cellular physiology · 2019Article
- Prognostic nomogram of hypoxia-related genes predicting overall survival of colorectal cancer-Analysis of TCGA database.Scientific reports · 2019Article
- Collateral Sensitivity of Parthenolide via NF-κB and HIF-α Inhibition and Epigenetic Changes in Drug-Resistant Cancer Cell Lines.Frontiers in pharmacology · 2019Article
- TLR4/MyD88 signaling determines the metastatic potential of breast cancer cells.Molecular medicine reports · 2018Article
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Authors and funding
8 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Breast cancers are solid tumors frequently characterized by regions with low oxygen concentrations. Cellular adaptations to hypoxia are mainly determined by "hypoxia inducible factors" that mediate transcriptional modifications involved in drug resistance and tumor progression leading to metastasis and relapse occurrence. In this study, we investigated the prognostic value of hypoxia-related gene expression in breast cancer. A systematic review was conducted to select a set of 45 genes involved in hypoxia signaling pathways and breast tumor progression. Gene expression was quantified by RT-qPCR in a retrospective series of 32 patients with invasive ductal carcinoma. Data were analyzed in relation to classical clinicopathological criteria and relapse occurrence. Coordinated overexpression of selected genes was observed in high-grade and HER2+ tumors. Hierarchical cluster analysis of gene expression significantly segregated relapsed patients (p = 0.008, Chi2 test). All genes (except one) were up-regulated and six markers were significantly expressed in tumors from recurrent patients. The expression of this 6-gene set was used to develop a basic algorithm for identifying recurrent patients according to a risk score of relapse. Analysis of Kaplan-Meier relapse-free survival curves allowed the definition of a threshold score of 2 (p = 0.021, Mantel-Haenszel test). The risk of recurrence was increased by 40% in patients with a high score. In addition to classical prognostic factors, we showed that hypoxic markers have potential prognostic value for outcome and late recurrence prediction, leading to improved treatment decision-making for patients with early-stage invasive breast cancer. It will be necessary to validate the clinical relevance of this prognostic approach through independent studies including larger prospective patient cohorts.
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