ArticleBMC cancer2018
Comprehensive transcriptomic analysis of heat shock proteins in the molecular subtypes of human breast cancer.
Article in BMC cancer, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 38 papers.
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Who cites it
38 citing papers in PubMed, 58 citations in OpenAlex.
- Article
- Mitigation of multi-scale biases in cell-type deconvolution for spatially resolved transcriptomics using HarmoDecon.Bioinformatics (Oxford, England) · 2025Article
- Decreased Expression of Alzheimer's Disease-Related Genes in Cancer May Contribute to the Inverse-Relationship-a Computational Study.ACS omega · 2025Article
- Transcriptomics Unveil Canonical and Non-Canonical Heat Shock-Induced Pathways in Human Cell Lines.International journal of molecular sciences · 2025Article
- Machine learning identification of molecular targets for medulloblastoma subgroups using microarray gene fingerprint analysis.Computational and structural biotechnology journal · 2025Article
- Downregulation of DNAJC12 Expression Predicts Worse Survival for ER-Positive Breast Cancer Patients.Biomarker insights · 2025Article
- Transcriptomics Unveil Canonical and Non-Canonical Heat Shock-Induced Pathways in Human Cell Lines.bioRxiv : the preprint server for biology · 2024Article
- Mutational landscape of HSP family on human breast cancer.Scientific reports · 2024Article
- Methyl-CpG binding domain protein 2 (Mbd2) drives breast cancer progression through the modulation of epithelial-to-mesenchymal transition.Experimental & molecular medicine · 2024Article
- DNAJC9 expression in basal-like and luminal A breast cancer subtypes predicts worse survival.Molecular biology reports · 2023Article
- Characterization of Small Genetic Variants in Breast Cancer Cell Line Under Tamoxifen Therapy.Galen medical journal · 2023Article
- Multiomics insights on the onset, progression, and metastatic evolution of breast cancer.Frontiers in oncology · 2023Review
- Transcriptomics indicate nuclear division and cell adhesion not recapitulated in MCF7 and MCF10A compared to luminal A breast tumours.Scientific reports · 2022Article
- Investigating the Function of Human Jumping Translocation Breakpoint Protein (hJTB) and Its Interacting Partners through In-Solution Proteomics of MCF7 Cells.Molecules (Basel, Switzerland) · 2022Article
- High mRNA Expression Levels of Heat Shock Protein Family B Member 2 (International journal of molecular sciences · 2022Article
- The circulating 70 kDa heat shock protein (HSPA1A) level is a potential biomarker for breast carcinoma and its progression.Scientific reports · 2022Article
- Genetic diversity and signatures of selection for heat tolerance and immune response in Iranian native chickens.BMC genomics · 2022Article
- Heat Shock Proteins in Benign Prostatic Hyperplasia and Prostate Cancer.International journal of molecular sciences · 2022Review
- Investigation of the effects of overexpression of jumping translocation breakpoint (JTB) protein in MCF7 cells for potential use as a biomarker in breast cancer.American journal of cancer research · 2022Article
- Antitumor Potential of Sericite Treatment Mediated by Cell Cycle Arrest in Triple-Negative MDA-MB231 Breast Cancer Cells.Evidence-based complementary and alternative medicine : eCAM · 2022Article
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Authors and funding
4 authors at 1 institution in 1 country.
Funding
Abstract
backgroundHeat Shock Proteins (HSPs), a family of genes with key roles in proteostasis, have been extensively associated with cancer behaviour. However, the HSP family is quite large and many of its members have not been investigated in breast cancer (BRCA), particularly in relation with the current molecular BRCA classification. In this work, we performed a comprehensive transcriptomic study of the HSP gene family in BRCA patients from both The Cancer Genome Atlas (TCGA) and the Molecular Taxonomy of Breast Cancer International Consortium (METABRIC) cohorts discriminating the BRCA intrinsic molecular subtypes.
methodsWe examined gene expression levels of 1097 BRCA tissue samples retrieved from TCGA and 1981 samples of METABRIC, focusing mainly on the HSP family (95 genes). Data were stratified according to the PAM50 gene expression (Luminal A, Luminal B, HER2, Basal, and Normal-like). Transcriptomic analyses include several statistical approaches: differential gene expression, hierarchical clustering and survival analysis.
resultsOf the 20,531 analysed genes we found that in BRCA almost 30% presented deregulated expression (19% upregulated and 10% downregulated), while of the HSP family 25% appeared deregulated (14% upregulated and 11% downregulated) (|fold change| > 2 comparing BRCA with normal breast tissues). The study revealed the existence of shared HSP genes deregulated in all subtypes of BRCA while other HSPs were deregulated in specific subtypes. Many members of the Chaperonin subfamily were found upregulated while three members (BBS10, BBS12 and CCTB6) were found downregulated. HSPC subfamily had moderate increments of transcripts levels. Various genes of the HSP70 subfamily were upregulated; meanwhile, HSPA12A and HSPA12B appeared strongly downregulated. The strongest downregulation was observed in several HSPB members except for HSPB1. DNAJ members showed heterogeneous expression pattern. We found that 23 HSP genes correlated with overall survival and three HSP-based transcriptional profiles with impact on disease outcome were recognized.
conclusionsWe identified shared and specific HSP genes deregulated in BRCA subtypes. This study allowed the recognition of HSP genes not previously associated with BRCA and/or any cancer type, and the identification of three clinically relevant clusters based on HSPs expression patterns with influence on overall survival.
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