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. 2017 Jan 18;32(3):505–513. doi: 10.1093/humrep/dew345

Table II.

Results of linear mixed models of self-reported BW of LIFE study male participants (n = 427) as a predictor of semen parameters.

Dependent semen quality variable Regression coefficient for BW (per 100 grams) [95% CI]
Unadjusted Adjusted
Coeff. 95% CI P Coeff. 95% CI P
General characteristics
 Volume (ml) 6.6 (0.0, 13.2) 0.05 5.2 (−1.7, 12.1) 0.14
 Sperm concentration (×106/ml) 0.5 (−25.1, 26.1) 0.97 −2.6 (−29.6, 24.4) 0.85
 Total sperm count (×106/ejaculate) 22.2 (−15.6, 59.9) 0.25 13.8 (−25.8, 53.4) 0.49
 Hypo-osmotic swollen (%) 43.4 (−44.1, 131.0) 0.33 −9.6 (−99.7, 80.6) 0.83
Sperm motility (24 h)
 Average path velocity (mm/s) 57.4 (−50.5, 165.3) 0.30 2.1 (−111.7, 115.9) 0.97
 Straight line velocity (mm/s) 42.7 (−45.6, 131.0) 0.34 −0.2 (−93.4, 93.0) 0.99
 Curvilinear velocity (mm/s) 126.5 (−60.4, 313.4) 0.18 36.1 (−161.5, 233.7) 0.72
 Amplitude head displacement (mm) 3.8 (−8.2, 15.9) 0.53 −1.7 (−14.3, 10.9) 0.79
 Beat cross frequency (Hz) 17.5 (−41.9, 77.0) 0.56 6 (−56.7, 68.8) 0.85
 Straightness (%) −33.4 (−195.4, 128.7) 0.69 −112.3 (−282.7, 58) 0.20
 Linearity (%) −46 (−152, 60.1) 0.39 −92.9 (−204.1, 18.3) 0.10
 Percent motility (%) 13.1 (−11.5, 37.6) 0.30 1.3 (−24.4, 27) 0.92
Sperm head measurements
 Length (mm) −0.3 (−0.8, 0.2) 0.21 −0.3 (−0.9, 0.2) 0.23
 Area (mm2) −3.6 (−11.6, 4.4) 0.38 −6.2 (−14.6, 2.2) 0.14
 Width (mm) 0.2 (−1.4, 1.9) 0.77 −0.5 (−2.2, 1.3) 0.61
 Elongation factor (%) 23.8 (−26.2, 73.8) 0.35 9.9 (−43, 62.8) 0.71
 Perimeter (mm) −2.4 (−7.0, 2.2) 0.31 −3.2 (−8.1, 1.6) 0.19
 Acrosome area of head (%) 38.3 (−7.4, 83.9) 0.10 27.3 (−20.4, 75.0) 0.26
Morphology
 Strict criteria (%) 27.7 (−13.4, 68.7) 0.19 16.6 (−25.8, 59.1) 0.44
 Traditional normal (%) 79.2 (−42.7, 201.0) 0.20 52.9 (−73.1, 178.9) 0.41
 Amorphous (%) −2.7 (−12.7, 7.2) 0.59 −2.7 (−13.3, 7.9) 0.62
 Round (%) 0.8 (−4.4, 6.1) 0.75 3.4 (−2.0, 8.9) 0.22
 Pyriform (%) −6.1 (−14.1, 1.9) 0.14 −6 (−14.5, 2.4) 0.16
 Bicephalic (%) 3.6 (−1.8, 9.0) 0.19 2.7 (−3.0, 8.4) 0.36
 Taper (%) −5.9 (−12.4, 0.6) 0.08 −3.4 (−10.2, 3.4) 0.33
 Megalo head (%) −3.9 (−8.8, 1.0) 0.12 −5.3 (−10.5, −0.1) 0.05
 Micro head (%) −1.1 (−5.6, 3.4) 0.62 −0.1 (−4.8, 4.6) 0.96
 Neck/midpiece abnormalities (%) −2.4 (−6.0, 1.2) 0.19 −1.2 (−4.9, 2.6) 0.54
 Coiled tail (%) −0.9 (−5.2, 3.4) 0.68 −0.2 (−4.6, 4.3) 0.94
 Other tail abnormalities (%) −3 (−8.3, 2.3) 0.27 −2.9 (−8.5, 2.6) 0.30
 Cytoplasmic droplet (%) 2.3 (−8.3, 13.0) 0.67 2.9 (−8.3, 14.1) 0.61
 Immature sperm (#) −2.8 (−11.2, 5.6) 0.51 −2.9 (−11.8, 6.0) 0.52
Sperm chromatin stability assay
 DNA fragmentation index (%) −0.7 (−5.9, 4.5) 0.78 0.5 (−4.9, 5.9) 0.85

Notes: Findings in boldface are significant (P < 0.05). Adjusted model included age (years), smoking status (unexposed, passive exposure, current smoker), site (MI or TX, USA), race (white non-Hispanic, black non-Hispanic, Hispanic, other) and BMI (kg/m2).