Diagnostic Model of IPF and sarcopenia.

Diagnostic Model of IPF and sarcopenia.

<p>A-b. Variable locus diagram (A) and diagnostic model diagram (B) of LASSO regression model of idiopathic pulmonary fibrosis training set; C-d. Variable locus diagram (C) and diagnostic model diagram (D) of LASSO regression model for sarcopenia training set. At Least Absolute Shrinkage and S...

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Bibliographic Details
Main Author: Lanying Shen (22755930) (author)
Other Authors: Zihan Yi (9467425) (author), Jiahao Liu (2398594) (author), Yinghua Ying (4333828) (author), Yue Hu (201714) (author)
Published: 2025
Subjects:
Medicine
Microbiology
Cell Biology
Genetics
Molecular Biology
Mental Health
Infectious Diseases
Biological Sciences not elsewhere classified
weighted gene co
risk assessment strategies
multiple biological processes
least absolute shrinkage
immune cell populations
idiopathic pulmonary fibrosis
functional enrichment analyses
expression network analysis
examine immune infiltration
could significantly improve
amino acid metabolism
xenobiotic metabolism pathways
interrelated molecular pathways
protein &# 8211
related crosstalk genes
categorize associated pathways
key genes associated
construct diagnostic models
lasso regression identified
identifying er stress
signaling pathways
substantially associated
protein interaction
often associated
diagnostic biomarkers
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therapeutic targets
study aimed
sptssa </
selection operator
response mechanism
kyoto encyclopedia
idi1 </
gstk1 </
foxo1 </
er stress
endoplasmic reticulum
early detection
cibersort method
cellular dysfunction
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