Table 2. Univariate and multivariable regression analysis of MLRs in tuberculosis.
Univariate analysis | Multiple linear regressiona | |||||
---|---|---|---|---|---|---|
n | MLR | P-value | Coefficient | P-value | ||
Log mean ± SE | ± SE | |||||
Sex | Male | 176 | -0.38 ± 0.020 | 0.1130 | ||
Female | 88 | -0.43 ± 0.025 | ||||
Smear | Positive | 67 | -0.25 ± 0.034 | 0.0001 | -0.076 ± 0.13 | 0.555 |
Negative | 197 | -0.44 ± 0.017 | ||||
Culture | Positive | 157 | -0.33 ± 0.021 | <0.0001 | 0.042 ± 0.038 | 0.268 |
Negative | 107 | -0.49 ± 0.022 | (0.095 ± 0.029)b | (0.0011) | ||
Site of TB | Pulmonary | 103 | -0.32 ± 0.028 | 0.0002 | -0.06 ± 0.059 | 0.345 |
Extra-pulmonary | 161 | -0.44 ± 0.019 | ||||
HIV | Positive | 9 | -0.48 ± 0.104 | 0.3442 | ||
Negative | 242 | -0.39 ± 0.017 | ||||
Diabetes | Positive | 35 | -0.39 ± 0.043 | 0.8813 | ||
Negative | 229 | -0.39 ± 0.017 | ||||
Alcohol problem | Yes | 36 | -0.38 ± 0.047 | 0.5369 | ||
No | 228 | -0.40 ± 0.017 | ||||
Drug resistance | Yes | 28 | -0.41 ± -0.059 | 0.2030 | ||
No | 130 | -0.34 ± 0.020 | ||||
BCG scar | Yes | 195 | -0.39 ± 0.019 | 0.8778 | ||
No | 54 | -0.40 ± 0.032 | ||||
Linear regression analysis | ||||||
R-squared | ||||||
Age (years) | 263c | 0.0074 | 0.1644 | |||
White blood count | 264 | 0.0775 | <0.0001 | 0.013 ± 0.005 | 0.011 | |
(0.016 ± 0.005) | (0.0013) | |||||
Albumin (g/L) | 254 | 0.257 | <0.0001 | 0.092 ± 0.133 | 0.49 | |
(-0.015 ± 0.0021) | (<0.00001) | |||||
Globulin (g/L) | 251 | 0.0414 | 0.001187 | -0.011 ± 0.014 | 0.407 | |
Albumin-to-globulin ratio | 250 | 0.1758 | <0.0001 | -0.018 ± 0.493 | 0.971 | |
Log CRP (mg/L) | 174 | 0.2709 | <0.0001 | -0.335 ± 0.274 | 0.223 |
a Data are given for the initial model with the
b best-fit model in brackets
c One outlier with a monocyte count of 8 was excluded