stat1 primary antibody (Bioss)
Structured Review

Stat1 Primary Antibody, supplied by Bioss, used in various techniques. Bioz Stars score: 94/100, based on 10 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/stat1 primary antibody/product/Bioss
Average 94 stars, based on 10 article reviews
Images
1) Product Images from "Network toxicology integrated with machine learning and SHAP analysis identifies overlapping immune signatures between Di(2-ethylhexyl) phthalate (DEHP) and Sjögren’s syndrome"
Article Title: Network toxicology integrated with machine learning and SHAP analysis identifies overlapping immune signatures between Di(2-ethylhexyl) phthalate (DEHP) and Sjögren’s syndrome
Journal: BMC Pharmacology & Toxicology
doi: 10.1186/s40360-026-01119-x
Figure Legend Snippet: Identification of core genes for SS classification using DEHP–SS intersect genes. ( A ) Model performance comparison heatmap showing AUC values across cohorts (generated with the R package ComplexHeatmap). ( B ) SHAP feature importance bar plot ranking genes by mean(|SHAP|). ( C ) SHAP summary (violin/beeswarm) plot showing the distribution of SHAP values per gene; point colors reflect normalized feature values. ( D ) SHAP interaction/dependence plots illustrating feature–feature interaction effects on model output. ( E ) SHAP waterfall plot explaining a representative individual prediction by decomposing feature contributions. ( F ) ROC curves for key genes (STAT1, PHGDH, ISG15, CXCL10, and CCL2). ( G ) Volcano plot of DEGs with core genes labeled
Techniques Used: Comparison, Generated, Labeling
Figure Legend Snippet: Molecular docking analysis of the interactions between DEHP and the core proteins. ( A ) Docking pose of DEHP with STAT1. ( B ) Docking pose of DEHP with PHGDH. ( C ) Docking pose of DEHP with ISG15. ( D ) Docking pose of DEHP with CXCL10. ( E ) Docking pose of DEHP with CCL2. Docking indicates binding propensity under the scoring function and does not constitute experimental validation
Techniques Used: Binding Assay, Biomarker Discovery
Figure Legend Snippet: Single-cell atlas localization of STAT1 in submandibular gland tissue. ( A ) t-SNE plot of the PanglaoDB submandibular gland single-cell dataset (SRA693675:SRS3206192; Mus musculus). ( B ) Feature plot showing STAT1 expression enrichment in salivary mucous cells
Techniques Used: Single Cell, Expressing
Figure Legend Snippet: Regulatory effect of DEHP on STAT1 expression in HSG cells. ( A ) Western blot showing representative STAT1 and GAPDH bands from the same membrane/exposure. ( B ) Quantification of relative STAT1 protein expression (* p < 0.05, ** p < 0.01). ( C ) RT-qPCR analysis of relative STAT1 mRNA expression (* p < 0.05, ** p < 0.01). ( D ) Immunofluorescence staining of STAT1 (green) and nuclei (DAPI, blue) in HSG cells treated with different concentrations of DEHP
Techniques Used: Expressing, Western Blot, Membrane, Quantitative RT-PCR, Immunofluorescence, Staining

