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. 2020 Apr 28;23(1):52–58. doi: 10.4103/aja.aja_9_20

Table 2.

Contribution of each variable to seminal quality parameters by β coefficient (significance value, P) from multivariate regression analysis

Constant Total number of spermatozoa Sperm concentration Total number of motile spermatozoa Total number of spermatozoa with progressive motility Total progressive motility Total sperm motility Normal morphology (WHO 2010) Morphology (strict)
25(OH)VD3 3.231 (0.033*) 2.103 (<0.001*) 2.571 (0.015*) 2.069 (0.003*) 0.366 (0.015*) 0.426 (0.013*) 0.117 (0.053*) 0.056 (0.006*)
Age −1.439 (0.480) 0.394 (0.615) −0.967 (0.499) −0.536 (0.565) −0.120 (0.554) −0.331 (0.152) 0.007 (0.930) −0.011 (0.681)
BMI −0.974 (0.522) 0.195 (0.739) −0.591 (0.580) −0.519 (0.455) −0.014 (0.925) −0.124 (0.470) 0.035 (0.569) 0.015 (0.468)
Total testosterone 0.081 (0.294) 0.033 (0.262) 0.069 (0.200) 0.038 (0.281) 0.020 (0.009*) 0.025 (0.004*) 0.007 (0.021*) 0.002 (0.058)
Total cholesterol 0.248 (0.439) 0.139 (0.261) 0.148 (0.510) 0.034 (0.817) −0.025 (0.436) −0.008 (0.829) 0.003 (0.840) −0.002 (0.582)
HOMA-IR −6.558 (0.509) 3.177 (0.405) −5.536 (0.427) −2.170 (0.632) 0.094 (0.924) 1.070 (0.341) 0.363 (0.363) −0.057 (0.582)
Alcohol −51.649 (0.069) −20.007 (0.066) −33.197 (0.095) −13.701 (0.289) −1.234 (0.661) −5.481 (0.087) 0.685 (0.547) −0.052 (0.891)
Smoking −0.886 (0.973) −5.282 (0.605) −2.210 (0.906) −5.855 (0.630) −1.332 (0.615) −0.700 (0.816) −0.698 (0.506) 0.164 (0.638)
Varicocele 62.930 (0.039*) 16.758 (0.152) 31.890 (0.135) 20.889 (0.132) −2.291 (0.448) −4.348 (0.206) −0.593 (0.626) 0.332 (0.411)

Predictors (constant): 25(OH)VD3, varicocele, HOMA-IR, age, alcohol, total testosterone, BMI, smoking. Dependent variable: total number of motile spermatozoa, total number of spermatozoa, total number of spermatozoa with progressive motility, total progressive motile, total motile, morphology by WHO, morphology by Kruger. *P≤0.05 is considered statistically significant difference. 25(OH)VD3: 25-hydroxy-vitamin D3; BMI: body mass index; HOMA-IR: homeostatic model assessment insulin resistance; WHO: World Health Organization