Data Sheet 1_Identification of novel gut microbiota-related biomarkers in cerebral hemorrhagic stroke.zip حسب Fengli Ye (22123540)

"…Gut microbiota-related genes (GMRGs) were obtained from GeneCards and literature, and overlapping genes were defined as gut microbiota-related DEGs (GMRDEGs). Functional enrichment, gene set enrichment analysis (GSEA), and protein–protein interaction (PPI) analyses were performed. …"

Data Sheet 2_Identification of novel gut microbiota-related biomarkers in cerebral hemorrhagic stroke.zip حسب Fengli Ye (22123540)

"…Gut microbiota-related genes (GMRGs) were obtained from GeneCards and literature, and overlapping genes were defined as gut microbiota-related DEGs (GMRDEGs). Functional enrichment, gene set enrichment analysis (GSEA), and protein–protein interaction (PPI) analyses were performed. …"

Table 7_Identification of the microglia-associated signature in experimental autoimmune encephalomyelitis.xlsx حسب Yan Wu (70890)

"…</p>Results<p>Six DEmRNAs were identified as key microglia-associated biomarkers: Neutrophilic Granule Protein (NGP), Histone Cluster 1 H2B Family Member J (HIST1H2BJ), Phenazine Biosynthesis-Like Domain-Containing Protein 1 (PBLD1), Muscleblind-Like Protein 3 (MBNL3), Lymphocyte Antigen 180 (CD180), and Coagulation Factor X (F10). …"

Table 4_Identification of the microglia-associated signature in experimental autoimmune encephalomyelitis.xlsx حسب Yan Wu (70890)

"…</p>Results<p>Six DEmRNAs were identified as key microglia-associated biomarkers: Neutrophilic Granule Protein (NGP), Histone Cluster 1 H2B Family Member J (HIST1H2BJ), Phenazine Biosynthesis-Like Domain-Containing Protein 1 (PBLD1), Muscleblind-Like Protein 3 (MBNL3), Lymphocyte Antigen 180 (CD180), and Coagulation Factor X (F10). …"

Table 1_Identification of the microglia-associated signature in experimental autoimmune encephalomyelitis.xlsx حسب Yan Wu (70890)

"…</p>Results<p>Six DEmRNAs were identified as key microglia-associated biomarkers: Neutrophilic Granule Protein (NGP), Histone Cluster 1 H2B Family Member J (HIST1H2BJ), Phenazine Biosynthesis-Like Domain-Containing Protein 1 (PBLD1), Muscleblind-Like Protein 3 (MBNL3), Lymphocyte Antigen 180 (CD180), and Coagulation Factor X (F10). …"

Table 10_Analysis of immune characteristics and inflammatory mechanisms in COPD patients: a multi-layered study combining bulk and single-cell transcriptome analysis and machine le... حسب Changjin Wei (21751352)

"…Inflammatory-related COPD feature genes were selected using Lasso regression and random forest algorithms, and a COPD risk prediction model was constructed. …"

Table 6_Analysis of immune characteristics and inflammatory mechanisms in COPD patients: a multi-layered study combining bulk and single-cell transcriptome analysis and machine lea... حسب Changjin Wei (21751352)

"…Inflammatory-related COPD feature genes were selected using Lasso regression and random forest algorithms, and a COPD risk prediction model was constructed. …"

Table 8_Analysis of immune characteristics and inflammatory mechanisms in COPD patients: a multi-layered study combining bulk and single-cell transcriptome analysis and machine lea... حسب Changjin Wei (21751352)

"…Inflammatory-related COPD feature genes were selected using Lasso regression and random forest algorithms, and a COPD risk prediction model was constructed. …"

Table 2_Analysis of immune characteristics and inflammatory mechanisms in COPD patients: a multi-layered study combining bulk and single-cell transcriptome analysis and machine lea... حسب Changjin Wei (21751352)

"…Inflammatory-related COPD feature genes were selected using Lasso regression and random forest algorithms, and a COPD risk prediction model was constructed. …"

Table 3_Analysis of immune characteristics and inflammatory mechanisms in COPD patients: a multi-layered study combining bulk and single-cell transcriptome analysis and machine lea... حسب Changjin Wei (21751352)

"…Inflammatory-related COPD feature genes were selected using Lasso regression and random forest algorithms, and a COPD risk prediction model was constructed. …"

Table 7_Analysis of immune characteristics and inflammatory mechanisms in COPD patients: a multi-layered study combining bulk and single-cell transcriptome analysis and machine lea... حسب Changjin Wei (21751352)

"…Inflammatory-related COPD feature genes were selected using Lasso regression and random forest algorithms, and a COPD risk prediction model was constructed. …"

Table 11_Analysis of immune characteristics and inflammatory mechanisms in COPD patients: a multi-layered study combining bulk and single-cell transcriptome analysis and machine le... حسب Changjin Wei (21751352)

"…Inflammatory-related COPD feature genes were selected using Lasso regression and random forest algorithms, and a COPD risk prediction model was constructed. …"

Table 9_Analysis of immune characteristics and inflammatory mechanisms in COPD patients: a multi-layered study combining bulk and single-cell transcriptome analysis and machine lea... حسب Changjin Wei (21751352)

"…Inflammatory-related COPD feature genes were selected using Lasso regression and random forest algorithms, and a COPD risk prediction model was constructed. …"

Table 4_Analysis of immune characteristics and inflammatory mechanisms in COPD patients: a multi-layered study combining bulk and single-cell transcriptome analysis and machine lea... حسب Changjin Wei (21751352)

"…Inflammatory-related COPD feature genes were selected using Lasso regression and random forest algorithms, and a COPD risk prediction model was constructed. …"

Table 5_Analysis of immune characteristics and inflammatory mechanisms in COPD patients: a multi-layered study combining bulk and single-cell transcriptome analysis and machine lea... حسب Changjin Wei (21751352)

"…Inflammatory-related COPD feature genes were selected using Lasso regression and random forest algorithms, and a COPD risk prediction model was constructed. …"

Table 1_Analysis of immune characteristics and inflammatory mechanisms in COPD patients: a multi-layered study combining bulk and single-cell transcriptome analysis and machine lea... حسب Changjin Wei (21751352)

"…Inflammatory-related COPD feature genes were selected using Lasso regression and random forest algorithms, and a COPD risk prediction model was constructed. …"

Data Sheet 1_Identification of key biomarkers related to fibrocartilage chondrocytes for osteoarthritis based on bulk, single-cell transcriptomic data.docx حسب Bailin Pan (20300112)

"…Microarray data were integrated to identify differentially expressed genes (DEGs). We conducted functional-enrichment analyses, including Kyoto Encyclopedia of Genes and Genomes (KEGG) and Gene Ontology (GO), and used weighted gene co-expression network analysis (WGCNA) and the least absolute shrinkage and selection operator (LASSO) algorithm to select biomarkers. …"

Data Sheet 2_Identification of key biomarkers related to fibrocartilage chondrocytes for osteoarthritis based on bulk, single-cell transcriptomic data.csv حسب Bailin Pan (20300112)

"…Microarray data were integrated to identify differentially expressed genes (DEGs). We conducted functional-enrichment analyses, including Kyoto Encyclopedia of Genes and Genomes (KEGG) and Gene Ontology (GO), and used weighted gene co-expression network analysis (WGCNA) and the least absolute shrinkage and selection operator (LASSO) algorithm to select biomarkers. …"

Data Sheet 1_Recognition of pivotal immune genes NR1H4 and IL4R as diagnostic biomarkers in distinguishing ovarian clear cell cancer from high-grade serous cancer.zip حسب Yumin Ke (14194880)

"…To identify differentially immune-related genes (DIRGs) linked to OCCC. We assessed DIRGs functional enrichment and built a protein-protein interaction (PPI) to explore DIRGs interactions. …"

Data Sheet 1_Tuina therapy alleviates knee osteoarthritis by modulating PI3K/AKT/mTOR-mediated autophagy: an integrated machine learning and in vivo rat study.pdf حسب Zhen Wang (72451)

"…A secondary analysis was conducted using a support vector machine (SVM) algorithm to predict therapeutic effects and synergistic correlations between indicators.…"