Table 3_Identification and validation of glycolysis-related diagnostic signatures in diabetic nephropathy: a study based on integrative machine learning and single-cell sequence.xl... حسب Xiaoyin Wu (15279940)

"…</p>Methods<p>Transcriptomic profiles of DN samples and controls were extracted from GEO databases. Differentially expressed genes (DEGs) and their functional enrichments were identified. …"

Image1_Comprehensive analysis of immunogenic cell death associated genes expression, tumor microenvironment, and prognosis in hepatocellular carcinoma.TIF حسب Jiankang Xiang (14786458)

"…The immune/stromal/Estimate scores of the tumor microenvironment (TME) were calculated by ESTIMATE and CIBERSORT algorithms. Kaplan-Meier analysis, functional enrichment analysis, least absolute shrinkage and selection operator (LASSO) analysis, and univariate and multivariate Cox regression analysis were used for prognostic gene screening and prognostic model construction. …"

Table 1_Machine learning integration with multi-omics data constructs a robust prognostic model and identifies PTGES3 as a therapeutic target for precision oncology in lung adenoca... حسب Lian-jie Ruan (22327876)

"…</p>Materials and methods<p>RNA-seq data from TCGA and GEO were analyzed using Cox regression and 10 machine learning algorithms to identify prognostic genes and stratify patients. …"

Data Sheet 1_Identification and validation of cellular senescence-related genes and immune cell infiltration characteristics in intervertebral disc degeneration.pdf حسب Hao Li (31608)

"…Objective<p>To identify cell senescence-related genes and immune cell infiltration characteristics in intervertebral disc degeneration (IVDD) using bioinformatics and investigate their biological functions and signaling pathways.</p>Methods<p>GSE56081 and GSE23130 datasets were downloaded from the Gene Expression Omnibus (GEO) database. …"

Image 1_Unveiling purine metabolism dysregulation orchestrated immunosuppression in advanced pancreatic cancer and concentrating on the central role of NT5E.pdf حسب Junqian Zhang (9315639)

"…The by-products of purine metabolic reprogramming are extensively engaged in tumor immune modulation, influencing the functions and recruitment of immune cells and molding an immune microenvironment that is propitious for tumor growth.…"

Table_4_Identification of NETs-related biomarkers and molecular clusters in systemic lupus erythematosus.xls حسب Haoguang Li (2829245)

"…Dataset GSE45291 was acquired from the Gene Expression Omnibus repository and used as a training set for subsequent analysis. …"

DataSheet1_Comprehensive analysis of cuproptosis-related lncRNAs to predict prognosis and immune infiltration characteristics in colorectal cancer.docx حسب Zhonglin Zhu (7303340)

"…</p><p>Methods: 1,111 co-expressed lncRNAs with 16 cuproptosis regulators were retrieved from CRC samples of The Cancer Genome Atlas (TCGA) database. …"

DataSheet_1_Proteomic and phosphorylated proteomic landscape of injured lung in juvenile septic rats with therapeutic application of umbilical cord mesenchymal stem cells.doc حسب Hongwu Wang (391376)

"…Based on the public database, we analyzed the functional enrichment of these proteins and phosphorylated proteins. …"

Table 2_Identification and validation of glycolysis-related diagnostic signatures in diabetic nephropathy: a study based on integrative machine learning and single-cell sequence.xl... حسب Xiaoyin Wu (15279940)

"…</p>Methods<p>Transcriptomic profiles of DN samples and controls were extracted from GEO databases. Differentially expressed genes (DEGs) and their functional enrichments were identified. …"

Table 1_Identification and validation of key biomarkers of the glycolysis-ketone body metabolism in heart failure based on multi-omics and machine learning.xlsx حسب Na Xiao (327834)

"…Candidate genes were refined using machine learning algorithms (LASSO regression and Boruta), with functional enrichment assessed via Gene Set Enrichment Analysis (GSEA). …"

Image 1_Identification and validation of key biomarkers of the glycolysis-ketone body metabolism in heart failure based on multi-omics and machine learning.pdf حسب Na Xiao (327834)

"…Candidate genes were refined using machine learning algorithms (LASSO regression and Boruta), with functional enrichment assessed via Gene Set Enrichment Analysis (GSEA). …"

Table 1_Integration of single-cell sequencing and machine learning identifies key macrophage-associated genetic signatures in lumbar disc degeneration.xlsx حسب Hongxing Zhang (209372)

"…A panel of 101 machine learning algorithms was employed to screen diagnostic genes, with ROC curves used for validation. …"

Image 1_Exercise-related immune gene signature for hepatocellular carcinoma: machine learning and multi-omics analysis.pdf حسب Cheng Pu (14791088)

"…</p>Methods<p>We obtained mRNA-seq and scRNA of HCC from GeneCards, GEO, TCGA and ICGC. EIG were obtained using WGCNA, differential gene expression analysis and CIBERSORT. …"

Table 4_Integration of single-cell sequencing and machine learning identifies key macrophage-associated genetic signatures in lumbar disc degeneration.xlsx حسب Hongxing Zhang (209372)

"…A panel of 101 machine learning algorithms was employed to screen diagnostic genes, with ROC curves used for validation. …"

Data Sheet 1_Exercise-related immune gene signature for hepatocellular carcinoma: machine learning and multi-omics analysis.xlsx حسب Cheng Pu (14791088)

"…</p>Methods<p>We obtained mRNA-seq and scRNA of HCC from GeneCards, GEO, TCGA and ICGC. EIG were obtained using WGCNA, differential gene expression analysis and CIBERSORT. …"

Table 3_Integration of single-cell sequencing and machine learning identifies key macrophage-associated genetic signatures in lumbar disc degeneration.xlsx حسب Hongxing Zhang (209372)

"…A panel of 101 machine learning algorithms was employed to screen diagnostic genes, with ROC curves used for validation. …"

Table_3_Identification of NETs-related biomarkers and molecular clusters in systemic lupus erythematosus.xls حسب Haoguang Li (2829245)

"…Dataset GSE45291 was acquired from the Gene Expression Omnibus repository and used as a training set for subsequent analysis. …"

Table 5_Identification and validation of glycolysis-related diagnostic signatures in diabetic nephropathy: a study based on integrative machine learning and single-cell sequence.xl... حسب Xiaoyin Wu (15279940)

"…</p>Methods<p>Transcriptomic profiles of DN samples and controls were extracted from GEO databases. Differentially expressed genes (DEGs) and their functional enrichments were identified. …"

Table_5_Identification of NETs-related biomarkers and molecular clusters in systemic lupus erythematosus.xls حسب Haoguang Li (2829245)

"…Dataset GSE45291 was acquired from the Gene Expression Omnibus repository and used as a training set for subsequent analysis. …"

Image 1_Quantitative assessment and Kirschner-wire fixation of an isolated sustentaculum tali fracture in a 7-year-old girl—a case report.tif حسب Fengyong Mao (22100207)

"…Diagnostic complexities emerge from radiographically indiscernible fracture patterns, mandating cross-sectional imaging modalities. …"