Background: Few studies revealed that stromal genes regulate the tumor microenvironment (TME). However, identification of key-risk genes in the invasive ductal breast carcinoma-associated stroma (IDBCS) and their associations with the prediction of risk group remains lacking.
Methods: This study used the GSE9014, GSE10797, GSE8977, GSE33692, and TGGA BRCA datasets. We explored the differentially expressed transcriptional markers, hub genes, gene modules, and enriched KEGG pathways. We employed a variety of algorithms, such as the log-rank test, the LASSO-cox model, the univariate regression model, and the multivariate regression model, to predict prognostic-risk genes and the prognostic-risk model. Finally, we employed a molecular docking-based study to explore the interaction of sensitive drugs with prognostic-risk genes.
Results: In comparing IDBCS and normal stroma, we discovered 1472 upregulated genes and 1400 downregulated genes (combined ES > 0585 and adjusted p-value < 0.05). The hub genes enrich cancer, immunity, and cellular signaling pathways. We explored the 12 key risk genes (ADAM8, CD86, CSRP1, DCTN2, EPHA1, GALNT10, IGFBP6, MIA, MMP11, RBM22, SLC39A4, and SYT2) in the IDBCS to identify the high-risk group and low-risk group patients. The high-risk group had a lower survival rate, and the constructed ROC curves evaluated the validity of the risk model. Expression validation and diagnostic efficacy revealed that the key stromal risk genes are consistently deregulated in the high-risk group and high stromal samples of the TCGA BRCA cohort. The expression of crucial risk genes, including CD86, CSRP1, EPHA1, GALNT10, IGFBP6, MIA, and RBM22 are associated with drug resistance and drug sensitivity. Finally, a molecular docking study explored several sensitive drugs (such as QL-XII-61, THZ-2-49, AZ628, NG-25, lapatinib, dasatinib, SB590885, and dabrafenib) interacted with these essential risk genes through hydrogen bonds and other chemical interactions.
Conclusions: Exploring essential prognostic-risk genes and their association with the prognosis, diagnostic efficacy, and risk-group prediction may provide substantial clues for targeting the breast cancer stromal key-risk genes.
Download full-text PDF |
Source |
---|---|
http://dx.doi.org/10.1016/j.jgeb.2024.100448 | DOI Listing |
J Genet Eng Biotechnol
March 2025
State Key Laboratory of Pathogenesis, Prevention and Treatment of High Incidence Diseases in Central Asia, China; Department of Hepatobiliary and Echinococcosis Surgery, First Affiliated Hospital of Xinjiang Medical University, Urumqi 830011, China. Electronic address:
Background: Few studies revealed that stromal genes regulate the tumor microenvironment (TME). However, identification of key-risk genes in the invasive ductal breast carcinoma-associated stroma (IDBCS) and their associations with the prediction of risk group remains lacking.
Methods: This study used the GSE9014, GSE10797, GSE8977, GSE33692, and TGGA BRCA datasets.
Gan To Kagaku Ryoho
February 2025
Dept. of Surgery, Kansai Rosai Hospital.
A 50-year-old female presented with abdominal pain. Upper gastrointestinal endoscopy revealed a 30 mm ulcerative lesion extending from the duodenal bulb to the descending portion, and biopsy confirmed poorly differentiated adenocarcinoma. Abdominal contrast-enhanced CT scan showed an hypovascular tumor in the pancreatic head with suspected invasion into the duodenum, along with enlarged #8 lymph node.
View Article and Find Full Text PDFKaohsiung J Med Sci
March 2025
Department of Hepatopancreatobiliary Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, China.
Proteasome 26S subunit non-ATPase 14 (PSMD14) plays a pro-carcinogenic role in various cancers. However, its specific effects and mechanisms in pancreatic cancer (PC) remain unclear. We aimed to assess the function and mechanism of PSMD14 in PC.
View Article and Find Full Text PDFMed Mol Morphol
March 2025
Department of Biophysics, Kobe University Graduate School of Health Sciences, 7-10-2 Tomogaoka, Suma-Ku, Kobe, 654-0142, Japan.
Pancreatic cancer is a malignant tumor that metastasizes to distant organs, such as the liver and lungs from an early stage. Few animal models can reproduce early metastasis. In addition, no model has been reported that reproduces cancer-related hypercoagulability, which is characteristic of pancreatic ductal adenocarcinoma and other adenocarcinomas.
View Article and Find Full Text PDFJ Pharm Bioallied Sci
December 2024
Department of Biochemistry, Shadan Institute of Medical Sciences, Teaching Hospital and Research Centre, Hyderabad, Telangana, India.
Background: This prospective study investigates the association between triglyceride (TG) levels and HbA1c values with different stages of invasive ductal breast cancer (IDC) in female patients. Metabolic alterations, including dyslipidemia and hyperglycemia, are increasingly recognized as potential factors associated with cancer progression.
Methods: A total of 150 female patients diagnosed with IDC were included in the study, categorized into four stages of the disease.
Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!