A new prognostic model for pancreatic cancer based on pyroptosis-related genes
Ma, L.; Jia, R.; Wang, M.; Yan, C.
Show abstract
Pancreatic cancer is one of the most common malignant tumors of the digestive tract. It is known as the "king of cancer" in the field of cancer, and is one of the worst prognosis malignant tumors. Pyroptosis is a kind of programmed cell death, which can promote the inflammatory response of cells. Studies have shown that the effect of pyroptosis-related genes in cancer is significant. However, the role of pyroptosis in pancreatic cancer is not clear. The aim of this study is to establish a prognostic model based on pyroptosis. The gene expression and clinical data of pancreatic cancer patients were obtained from TCGA and verified in GEO. The differential expression of 33 pyroptosis-related genes in pancreatic cancer and normal tissues was analyzed, of which 6 genes were up-regulated and 12 genes were down regulated. Then, it was analyzed that pyroptosis-related genes were mainly enriched in the defense against bacteria and pyroptosis pathways. A concise and reliable model is established by lasso-cox regression analysis. Km curve shows that there are differences between high-risk group and low-risk group. And the nomogram has reliable prediction ability. In conclusion, pyroptosis an important role in pancreatic cancer, which can be used for the prediction of pancreatic cancer and provide a new perspective for the treatment of pancreatic cancer. AUTHOR APPROVALSThe authors have seen and approved the manuscript, and that it hasnt been accepted or published elsewhere. COMPETING INTERESTSThe authors declare no competing interests.
Matching journals
The top 10 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- A Novel Triage Tool of Artificial Intelligence-Assisted Diagnosis Aid System for Suspected COVID-19 Pneumonia in Fever Clinics 92%
- Total nodule number is an independent prognostic factor in resected stage III non-small cell lung cancer: a deep learning powered study 92%
- Changes in the expression of interleukin-10 in myocardial infarction and its relationship with macrophage activation and cell apoptosis 91%
Similar papers in this journal
- Bioinformatics analysis of immune-related prognostic genes and immunotherapy in renal clear cell carcinoma 97%
- Identification of cuproptosis and ferroptosis-related subtypes and development of a prognostic signature in colon cancer 97%
- Research of the mechanism on miRNA193 in exosomes promotes cisplatin resistance in esophageal cancer cells 96%
Similar papers in this journal
- Mapping of single-cell landscape of acral melanoma and analysis of molecular regulatory network of tumor microenvironment 96%
- Tumor Purity-Related Genes for Predicting the Prognosis and Drug Sensitivity of DLBCL Patients 95%
- Single-cell Sequencing Highlights Heterogeneity and Malignant Progression in Actinic Keratosis and Cutaneous Squamous Cell Carcinoma 95%
Similar papers in this journal
Similar papers in this journal
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.