Clinical and Translational Research
Copyright ©The Author(s) 2024.
World J Diabetes. Oct 15, 2024; 15(10): 2093-2110
Published online Oct 15, 2024. doi: 10.4239/wjd.v15.i10.2093
Table 1 Detailed information on the datasets used in this study
Accession number
Method
Origin
Samples
Aim
DCM
CTL
GSE5606Bulk RNA-seqRattus norvegicus77Merged as discovery cohorts
GSE6880Bulk RNA-seqRattus norvegicus33
GSE4745Bulk RNA-seqRattus norvegicus1212Merged as validation cohorts
GSE197999Bulk RNA-seqRattus norvegicus55
GSE213337scRNA-seqMus musculus11Single cell analysis
Table 2 Results of least absolute shrinkage and selection operator and support vector machine recursive feature elimination algorithms for the selection of immune-related feature genes
LASSO
SVM-RFE
VariablesCoefficientsVariablesAccuracyKappa
Penk4.895Il12a0.8000.600
Il12a0Angptl40.9000.800
Gcgr-4.308Rbp70.9670.933
Rbp71.761Sctr0.9000.800
Inha-1.155Penk1.0001.000
Sctr0Gcgr1.0001.000
Angptl42.382Inha1.0001.000