A. Illustrates the GO enrichment analysis pathway diagram for gene IRF4, where the x-axis denotes the count of enriched genes, and the y-axis represents the enrichment significance.

A. Illustrates the GO enrichment analysis pathway diagram for gene IRF4, where the x-axis denotes the count of enriched genes, and the y-axis represents the enrichment significance.

<p>B. Depicts the KEGG enrichment analysis pathway diagram for gene IRF4, with the x-axis indicating the number of enriched genes and the y-axis signifying the enrichment significance. C. Displays an alternative aspect of the GO enrichment analysis pathway diagram for gene ELANE, wherein the x...

وصف كامل

محفوظ في:
التفاصيل البيبلوغرافية
المؤلف الرئيسي: Min-xiao Wang (20868922) (author)
مؤلفون آخرون: Chang-sheng Liao (18591969) (author), Xue-qin Wei (20868925) (author), Yu-qin Xie (20868928) (author), Peng-fei Han (694841) (author), Yan-hui Yu (20868931) (author)
منشور في: 2025
الموضوعات:
Cell Biology
Genetics
Molecular Biology
Marine Biology
Infectious Diseases
Biological Sciences not elsewhere classified
Mathematical Sciences not elsewhere classified
targeted interventions directed
svm )&# 8212
support vector machine
may also guide
hematopoietic stem cells
exploring therapeutic strategies
downloaded three datasets
core predictive models
provide new insights
revealed significant differences
results independently using
ensure data consistency
differentially expressed genes
provide novel insights
xlink "> initially
study sheds light
performed differential analysis
enhance prediction accuracy
clinical treatment strategies
two key genes
key pathogenic genes
differential gene expression
xlink ">
key genes
significant changes
prediction results
novel perspective
gene groups
data preprocessing
expression levels
expression analysis
identify genes
genes associated
findings provide
validation set
ultimate goal
training sets
training set
thereby integrating
study aims
robust list
random forest
pathological process
particular focus
notably downregulated
myelodysplastic syndromes
mechanisms underlying
lasso regression
gse19429 dataset
figure illustrates
enrichment analysis
effective treatments
disease initiation
disease features
disease diagnosis
disease characteristics
depth analysis
delve deeper
control group
comprehensive evaluation
combat algorithm
bioinformatics analysis
analysis workflow
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