Supplementary file 1_Single-cell transcriptomics identifies FOSL1-regulated IGFBP3+ melanoma subtype as a neuro-immunoregulatory signaling hub facilitating tumor progression.docx حسب Wenjia Ge (22687361)

"…The C2 subtype was strongly linked with FOSL1 expression, which may affect gene transcription and illness progression. FOSL1 knockdown significantly increased apoptosis and decreased melanoma cell motility and proliferation in vitro.…"

<i>Aedes aegypti</i> database from SAGO traps. حسب Jesús A. Aguilar-Durán (9931967)

"…Nonetheless, further research is needed to verify and validate their effectiveness at larger operational scales.</p></div>…"

Table 1_Characteristics of the vaginal microbiota and vaginal metabolites in women with cervical dysplasia.docx حسب Tiantian Yu (5167427)

"…Correlation analysis revealed positive associations between CC group-decreased Lactobacillus abundance and CC group-decreased metabolites. …"

Each subfigure shows a different local size (LS) and context size (CS) configuration, where the reliability of the model across different initializations is measured in R-squared. حسب Eloy Geenjaar (21533195)

"…Moreover, reliability decreases with a larger dimensionality of the context space, likely increasing the dimensions essentially increases the size and thus the number of equivalent solutions of the space. …"

Data Sheet 1_CLU, FOS, and CXCL8 as diagnostic biomarkers for heart failure progression post-acute myocardial infarction: an integrated RNA-Seq and multi-machine learning study.doc... حسب Jingjing Wei (478970)

Image 2_Integrative single-cell and bulk RNA-seq analyses identify CD4+ T-cell subpopulation infiltration and biomarkers of regulatory T cells involved in mediating the progression... حسب Yifeng Zhang (521454)

"…</p>Results<p>We found that the proportion of Tregs significantly decreased, and Th2 cells showed a significant increase in atherosclerotic plaque compared to that in non-plaque arterial tissues. …"

Table 1_Integrative single-cell and bulk RNA-seq analyses identify CD4+ T-cell subpopulation infiltration and biomarkers of regulatory T cells involved in mediating the progression... حسب Yifeng Zhang (521454)

"…</p>Results<p>We found that the proportion of Tregs significantly decreased, and Th2 cells showed a significant increase in atherosclerotic plaque compared to that in non-plaque arterial tissues. …"

Table 6_Integrative single-cell and bulk RNA-seq analyses identify CD4+ T-cell subpopulation infiltration and biomarkers of regulatory T cells involved in mediating the progression... حسب Yifeng Zhang (521454)

"…</p>Results<p>We found that the proportion of Tregs significantly decreased, and Th2 cells showed a significant increase in atherosclerotic plaque compared to that in non-plaque arterial tissues. …"

Table 4_Integrative single-cell and bulk RNA-seq analyses identify CD4+ T-cell subpopulation infiltration and biomarkers of regulatory T cells involved in mediating the progression... حسب Yifeng Zhang (521454)

"…</p>Results<p>We found that the proportion of Tregs significantly decreased, and Th2 cells showed a significant increase in atherosclerotic plaque compared to that in non-plaque arterial tissues. …"

Table 2_Integrative single-cell and bulk RNA-seq analyses identify CD4+ T-cell subpopulation infiltration and biomarkers of regulatory T cells involved in mediating the progression... حسب Yifeng Zhang (521454)

"…</p>Results<p>We found that the proportion of Tregs significantly decreased, and Th2 cells showed a significant increase in atherosclerotic plaque compared to that in non-plaque arterial tissues. …"

Table 5_Integrative single-cell and bulk RNA-seq analyses identify CD4+ T-cell subpopulation infiltration and biomarkers of regulatory T cells involved in mediating the progression... حسب Yifeng Zhang (521454)

"…</p>Results<p>We found that the proportion of Tregs significantly decreased, and Th2 cells showed a significant increase in atherosclerotic plaque compared to that in non-plaque arterial tissues. …"

Table 3_Integrative single-cell and bulk RNA-seq analyses identify CD4+ T-cell subpopulation infiltration and biomarkers of regulatory T cells involved in mediating the progression... حسب Yifeng Zhang (521454)

"…</p>Results<p>We found that the proportion of Tregs significantly decreased, and Th2 cells showed a significant increase in atherosclerotic plaque compared to that in non-plaque arterial tissues. …"

Image 1_Integrative single-cell and bulk RNA-seq analyses identify CD4+ T-cell subpopulation infiltration and biomarkers of regulatory T cells involved in mediating the progression... حسب Yifeng Zhang (521454)

"…</p>Results<p>We found that the proportion of Tregs significantly decreased, and Th2 cells showed a significant increase in atherosclerotic plaque compared to that in non-plaque arterial tissues. …"

Patient demographics. حسب Katrine Carlsen (5477300)

"…</p><p>Results</p><p>From 25 patients (median age 14.4 years) diagnosed with Crohn´s Disease (n = 16) or ulcerative colitis (n = 9), microbiota were analysed in 671 faecal samples collected across 15 treatment intervals.</p><p>A significant decrease over time in Shannon diversity, following the initial increase within four weeks of treatment, was found across patients. …"

Alpha diversity measures across all 727 samples. حسب Katrine Carlsen (5477300)

"…</p><p>Results</p><p>From 25 patients (median age 14.4 years) diagnosed with Crohn´s Disease (n = 16) or ulcerative colitis (n = 9), microbiota were analysed in 671 faecal samples collected across 15 treatment intervals.</p><p>A significant decrease over time in Shannon diversity, following the initial increase within four weeks of treatment, was found across patients. …"

STORMS microbiome reporting checklist. حسب Katrine Carlsen (5477300)

"…</p><p>Results</p><p>From 25 patients (median age 14.4 years) diagnosed with Crohn´s Disease (n = 16) or ulcerative colitis (n = 9), microbiota were analysed in 671 faecal samples collected across 15 treatment intervals.</p><p>A significant decrease over time in Shannon diversity, following the initial increase within four weeks of treatment, was found across patients. …"

Architecture of Swin-T model. حسب Wen-Qing Huang (5258126)

"…However, traditional methods heavily rely on low-level image analysis, handcrafted features, and classical classifiers, leading to limited effectiveness and poor generalization in complex scenarios. Although significant progress has been made with deep learning methods, challenges persist in handling high-resolution images and diverse disease types. …"

Model the experimental results curve. حسب Wen-Qing Huang (5258126)

"…However, traditional methods heavily rely on low-level image analysis, handcrafted features, and classical classifiers, leading to limited effectiveness and poor generalization in complex scenarios. Although significant progress has been made with deep learning methods, challenges persist in handling high-resolution images and diverse disease types. …"

Results of comparison experiments. حسب Wen-Qing Huang (5258126)

"…However, traditional methods heavily rely on low-level image analysis, handcrafted features, and classical classifiers, leading to limited effectiveness and poor generalization in complex scenarios. Although significant progress has been made with deep learning methods, challenges persist in handling high-resolution images and diverse disease types. …"

Architecture of Swin Transformer Block. حسب Wen-Qing Huang (5258126)

"…However, traditional methods heavily rely on low-level image analysis, handcrafted features, and classical classifiers, leading to limited effectiveness and poor generalization in complex scenarios. Although significant progress has been made with deep learning methods, challenges persist in handling high-resolution images and diverse disease types. …"