Table5_Identification of 4 autophagy-related genes in heart failure by bioinformatics analysis and machine learning.xlsx حسب Xiwei Deng (17862584)

"…We employed machine learning algorithms to conduct a thorough screening of significant genes and validated these genes by analyzing external dataset GSE76701 and conducting mouse models experimentation. …"

Table4_Identification of 4 autophagy-related genes in heart failure by bioinformatics analysis and machine learning.xlsx حسب Xiwei Deng (17862584)

"…We employed machine learning algorithms to conduct a thorough screening of significant genes and validated these genes by analyzing external dataset GSE76701 and conducting mouse models experimentation. …"

Table2_Identification of 4 autophagy-related genes in heart failure by bioinformatics analysis and machine learning.xlsx حسب Xiwei Deng (17862584)

"…We employed machine learning algorithms to conduct a thorough screening of significant genes and validated these genes by analyzing external dataset GSE76701 and conducting mouse models experimentation. …"

Table6_Identification of 4 autophagy-related genes in heart failure by bioinformatics analysis and machine learning.xlsx حسب Xiwei Deng (17862584)

"…We employed machine learning algorithms to conduct a thorough screening of significant genes and validated these genes by analyzing external dataset GSE76701 and conducting mouse models experimentation. …"

Table11_Identification of 4 autophagy-related genes in heart failure by bioinformatics analysis and machine learning.xlsx حسب Xiwei Deng (17862584)

"…We employed machine learning algorithms to conduct a thorough screening of significant genes and validated these genes by analyzing external dataset GSE76701 and conducting mouse models experimentation. …"

Table7_Identification of 4 autophagy-related genes in heart failure by bioinformatics analysis and machine learning.xlsx حسب Xiwei Deng (17862584)

"…We employed machine learning algorithms to conduct a thorough screening of significant genes and validated these genes by analyzing external dataset GSE76701 and conducting mouse models experimentation. …"

Table1_Identification of 4 autophagy-related genes in heart failure by bioinformatics analysis and machine learning.xlsx حسب Xiwei Deng (17862584)

"…We employed machine learning algorithms to conduct a thorough screening of significant genes and validated these genes by analyzing external dataset GSE76701 and conducting mouse models experimentation. …"

Table10_Identification of 4 autophagy-related genes in heart failure by bioinformatics analysis and machine learning.xlsx حسب Xiwei Deng (17862584)

"…We employed machine learning algorithms to conduct a thorough screening of significant genes and validated these genes by analyzing external dataset GSE76701 and conducting mouse models experimentation. …"

Table3_Identification of 4 autophagy-related genes in heart failure by bioinformatics analysis and machine learning.xlsx حسب Xiwei Deng (17862584)

"…We employed machine learning algorithms to conduct a thorough screening of significant genes and validated these genes by analyzing external dataset GSE76701 and conducting mouse models experimentation. …"

Image15_Identifying target ion channel-related genes to construct a diagnosis model for insulinoma.png حسب Shuangyang Mo (14859565)

"…Based on multiple bioinformatics methods and machine learning algorithms, this study proposed exploring the molecular mechanism from ion channel-related genes to establish a genetic diagnosis model for insulinoma.…"

DataSheet_1_M2 macrophage-related gene signature in chronic rhinosinusitis with nasal polyps.docx حسب Ying Zhu (90057)

"…Then, CIBERSORT and weighted gene co-expression network analysis (WGCNA) algorithms were applied to identify M2 macrophage-related gene modules. …"

Image 1_Polyamine metabolism related gene index prediction of prognosis and immunotherapy response in breast cancer.jpeg حسب Ruoya Wang (842048)

"…</p>Results<p>Seventeen polyamine metabolism genes were identified. PMRGs were abundantly expressed in tumor cells, with 12 survival-related genes being selected. …"

DataSheet1_Identification and Validation of the Diagnostic Characteristic Genes of Ovarian Cancer by Bioinformatics and Machine Learning.ZIP حسب Jinya Liu (12705179)

"…Next, Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), Disease Ontology (DO) enrichment analysis, and Gene Set Enrichment Analysis (GSEA) were performed for functional enrichment analysis of these DEGs. …"

Image 2_Polyamine metabolism related gene index prediction of prognosis and immunotherapy response in breast cancer.jpeg حسب Ruoya Wang (842048)

"…</p>Results<p>Seventeen polyamine metabolism genes were identified. PMRGs were abundantly expressed in tumor cells, with 12 survival-related genes being selected. …"

DataSheet_1_Prognostic Implication of a Novel Metabolism-Related Gene Signature in Hepatocellular Carcinoma.docx حسب Chaoyan Yuan (10920885)

"…RT-qPCR was used to evaluate the expression of metabolism-related genes in clinical samples. GSEA and ssGSEA algorithms were used to evaluate differences in metabolism and immune status, respectively. …"

Table 1_Polyamine metabolism related gene index prediction of prognosis and immunotherapy response in breast cancer.xlsx حسب Ruoya Wang (842048)

"…</p>Results<p>Seventeen polyamine metabolism genes were identified. PMRGs were abundantly expressed in tumor cells, with 12 survival-related genes being selected. …"

Image 3_Polyamine metabolism related gene index prediction of prognosis and immunotherapy response in breast cancer.jpeg حسب Ruoya Wang (842048)

"…</p>Results<p>Seventeen polyamine metabolism genes were identified. PMRGs were abundantly expressed in tumor cells, with 12 survival-related genes being selected. …"

Table 2_Polyamine metabolism related gene index prediction of prognosis and immunotherapy response in breast cancer.xlsx حسب Ruoya Wang (842048)

"…</p>Results<p>Seventeen polyamine metabolism genes were identified. PMRGs were abundantly expressed in tumor cells, with 12 survival-related genes being selected. …"

DataSheet1_Comprehensive Analysis of the Glycolysis-Related Gene Prognostic Signature and Immune Infiltration in Endometrial Cancer.docx حسب Xiao Yang (19898)

"…The association between the gene signature and immune function was analyzed based on the “ESTIMATE” and “CIBERSORT” algorithm, which showed the immune and ESTIMATE scores of patients in the high-risk group were lower, while the low immune and ESTIMATE scores were associated with a worse prognosis of patients. …"

Table_1_lncSAMM50 Enhances Adipogenic Differentiation of Buffalo Adipocytes With No Effect on Its Host Gene.XLSX حسب Ruirui Zhu (9321035)

"…Gain-of-function experiments demonstrated that lncSAMM50 promotes the adipogenic differentiation by upregulating adipogenic markers but with no effect on its host gene SAMM50 in buffalo adipocytes. …"