Association between biochemical and hematologic factors with COVID-19 using data mining methods

BMC Infectious Diseases

Table 2 The results of LR algorithms for Model I

Variables	Log-Worth	OR (95% CI)	S. E	P-Value*
CPK	54.576	1.006 (1.005, 1.007)	< 0.001	< 0.001
SBP	36.776	1.036 (1.030, 1.042)	0.002	< 0.001
BMI	34.485	1.092 (1.076, 1.107)	0.007	< 0.001
BUN	34.262	1.041 (1.034, 1.047)	0.003	< 0.001
DBP	32.548	1.048 (1.041, 1.057)	0.004	< 0.001
Age	26.749	1.048 (1.040, 1.058)	0.004	< 0.001
FBG	17.254	1.007 (1.005, 1.008)	< 0.001	< 0.001
Sex [female]	16.156	0.576 (0.506, 0.656)	0.033	< 0.001
Total Bilirubin	13.189	0.500 (0.416, 0.601)	0.093	< 0.001
Iron	8.595	1.006 (1.004, 1.008)	< 0.001	< 0.001
Magnesium	7.256	0.408 (0.295, 0.565)	0.165	< 0.001
Smoking status [no]	6.140	1.134 (0.975, 1.320)	0.052	< 0.001
Smoking status [current]	6.140	0.881 (0.758, 1.026)	0.062	0.0308
HDL-C	3.924	0.987 (0.980, 0.994)	0.003	< 0.001
ALT	3.815	0.983 (0.974, 0.992)	0.004	< 0.001
hs-CRP	3.691	0.970 0.955, 0.986)	0.008	< 0.001
Gamma-GT	3.458	1.007 (1.003, 1.010)	0.001	< 0.001
AST	2.252	1.018 (1.005, 1.031)	0.006	0.005

^*Significant at error level 0.05
Abbreviations: HDL-C High density lipoprotein cholesterol, hs-CRP High-sensetive C reactive proptein, AST Aspartate aminotransferase, ALT Alanine aminotransferase, BMI Body mass index, DBP Diastolic blood pressure, SBP Systolic blood pressure, BUN Blood urea nitrogen, FBG Fasting blood glucose, Gamma-GT Gamma glutamyl transferase, CPK Creatine phosphokinase

ISSN: 1471-2334