Research Article

Polymorphisms in Genes of Lipid Metabolism Are Associated with Type 2 Diabetes Mellitus and Periodontitis, as Comorbidities, and with the Subjects’ Periodontal, Glycemic, and Lipid Profiles

Table 3

Multiple logistic regression analyses for all patients (adjusted by age, sex, and smoking), for patients stratified by sex (adjusted by age and smoking) and by smoking habits (adjusted by age and sex). Chi-squared test () for genotypic and allelic distributions.
(a)

GeneHealthy versus periodontitisHealthy versus T2DM+PPeriodontitis versus T2DM+P
SNP
LDLRAdj OR (95% CI) valueAdj OR (95% CI) valueAdj OR (95% CI) value

rs5925
All patientsAdjusted ORAdjusted ORAdjusted OR
 TTRefRefRef
 CT0.96 (0.68–1.36)0.811.01 (0.62–1.62)0.971.13 (0.73–1.75)0.58
 CC0.92 (0.58–1.46)0.721.12 (0.60–2.06)0.711.02 (0.58–1.79)0.93
Genotype0.0960.3550.183
Allele0.0310.0030.041
MaleAdjusted ORAdjusted ORAdjusted OR
 TTRefRefRef
 CT1.31 (0.73–2.37)0.361.21 (0.50–2.89)0.671.15 (0.56–2.36)0.70
 CC1.13 (0.51–2.50)0.762.50 (0.80–7.82)0.111.07 (0.45–2.60)0.86
Female
 TTRefRefRef
 CT0.82 (0.53–1.27)0.380.95 (0.53–1.69)0.851.21 (0.64–1.94)0.68
 CC0.83 (0.47–1.47)0.520.81 (0.38–1.72)0.590.99 (0.44–2.05)0.97
Never smokingAdjusted ORAdjusted ORAdjusted OR
 TTRefRefRef
 CT0.91 (0.61–1.38)0.681.04 (0.59–1.86)0.871.16 (0.66–2.01)0.59
 CC0.97 (0.57–1.70)0.961.20 (0.57–2.50)0.611.11 (0.55–2.23)0.31
Ever smoking
 TTRefRefRef
 CT1.07 (0.55–2.09)0.830.86 (0.36–2.08)0.731.01 (0.48–2.11)0.97
 CC0.79 (0.32–1.89)0.590.93 (0.30–2.87)0.910.86 (0.33–2.22)0.18
rs688
All patientsAdjusted ORAdjusted ORAdjusted OR
 CCRefRefRef
 CT0.91 (0.65–1.29)0.600.83 (0.52–1.35)0.470.96 (0.62–1.49)0.87
 TT0.88 (0.55–1.42)0.610.97 (0.52–1.82)0.930.90 (0.50–1.62)0.74
Genotype0.1410.6620.280
Allele0.0700.1160.014
MaleAdjusted ORAdjusted ORAdjusted OR
 CCRefRefRef
 CT1.30 (0.73–2.33)0.371.15 (0.49–2.65)0.750.99 (0.50–1.98)0.99
 TT0.99 (0.45–2.21)0.991.47 (0.47–4.56)0.500.81 (0.32–2.05)0.67
Female
 CCRefRefRef
 CT0.76 (0.49–1.16)0.480.73 (0.40–1.32)0.320.94 (0.54–1.65)0.84
 TT0.83 (0.46–1.50)0.550.83 (0.39–1.80)0.650.98 (0.46–2.08)0.96
Never smokingAdjusted ORAdjusted ORAdjusted OR
 CCRefRefRef
 CT0.90 (0.60–1.36)0.630.84 (0.47–1.50)0.550.91 (0.52–1.58)0.73
 TT0.95 (0.54–1.65)0.541.06 (0.50–2.32)0.870.99 (0.46–2.04)0.99
Ever smoking
 CCRefRefRef
 CT0.92 (0.48–1.77)0.800.76 (0.32–1.81)0.530.95 (0.46–1.97)0.90
 TT0.73 (0.29–1.81)0.500.78 (0.24–2.51)0.670.73 (0.27–1.99)0.54

(b)

APOBAdj OR (95% CI) valueAdj OR (95% CI) valueAdj OR (95% CI) value

rs676210
All patientsAdjusted ORAdjusted OR†Adjusted OR
 GGRefRefRef
 AG1.30 (0.91–1.84)0.151.49 (0.93–2.37)0.091.10 (0.72–1.67)0.65
 AA1.10 (0.38–2.19)0.780.43 (0.13–1.41)0.160.43 (0.16–1.15)0.09
Genotype1.8672.4351.873
Allele1.9260.2620.438
MaleAdjusted ORAdjusted ORAdjusted OR
 GGRefRefRef
 AG1.10 (0.61–2.01)0.741.23 (0.54–2.79)0.621.26 (0.64–2.46)0.49
 AA1.59 (0.58–4.38)0.360.59 (0.10–3.44)0.560.54 (0.15–1.90)0.33
Female
 GGRefRefRef
 AG1.43 (0.92–2.21)0.110.63 (0.92–2.87)0.090.99 (0.58–1.69)0.99
 AA0.75 (0.28–2.02)0.570.28 (0.05–1.66)0.160.30 (0.05–1.63)0.16
Never smokingAdjusted ORAdjusted ORAdjusted OR
RefRefRef
 AG1.36 (0.90–2.04)0.141.85 (1.06–3.20)0.031.13 (0.68–1.89)0.63
 AA0.81 (0.36–1.83)0.610.46 (0.11–1.86)0.270.59 (0.15–2.32)0.45
Ever smoking
 GGRefRefRef
 AG1.15 (0.58–2.28)0.680.80 (0.33–1.94)0.621.03 (0.49–2.15)0.94
 AA2.93 (0.59–14.49)0.190.23 (0.02–2.58)0.230.20 (0.04–0.96)0.04
rs1042031
All patientsAdjusted ORAdjusted ORAdjusted OR
 CCRefRefRef
 CT0.73 (0.52–1.03)0.060.47 (0.28–0.77)0.0030.75 (0.47–1.18)0.21
 TT0.65 (0.23–1.85)0.421.38 (0.46–4.12)0.572.40 (0.79–7.21)0.12
Genotype3.1879.2364.663
Allele2.8753.1670.158
MaleAdjusted ORAdjusted ORAdjusted OR
 CCRefRefRef
 CT0.92 (0.51–1.64)0.780.78 (0.33–1.82)0.560.96 (0.47–1.92)0.90
 TT0.34 (0.06–2.08)0.240.92 (0.12–6.72)0.932.56 (0.32–19.92)0.36
Female
 CCRefRefRef
 CT0.64 (0.92–2.21)0.110.34 (0.18–0.65)0.0010.62 (0.33–1.13)0.12
 TT0.92 (0.25–3.33)0.891.74 (0.45–6.60)0.412.29 (0.64–8.30)0.20
Never smoking Adjusted ORAdjusted ORAdjusted OR
 CCRefRefRef
 CT0.70 (0.47–1.06)0.090.40 (0.21–0.75)0.0040.77 (0.42–1.40)0.39
 TT0.55 (0.15–2.01)0.371.19 (0.29–4.81)0.801.96 (0.45–8.60)0.37
Ever smoking
 CCRefRefRef
 CT0.78 (0.41–1.46)0.430.80 (0.41–1.46)0.430.64 (0.30–1.34)0.64
 TT0.89 (0.14–5.64)0.900.89 (0.14–5.64)0.903.84 (0.69–21.39)0.12
Female+never smoking¥
 CCRefRefRef
 CT1.13 (0.45–2.82)0.780.31 (0.15–0.69)0.0040.55 (0.25–1.17)0.12
 TT0.57 (0.03–9.61)0.691.93 (0.43–8.60)0.382.56 (0.52–12.49)0.24
rs693
All patientsAdjusted ORAdjusted ORAdjusted OR
 GGRefRefRef
 AG1.05 (0.74–1.48)0.770.98 (0.62–1.55)0.930.95 (0.62–1.43)0.80
 AA0.83 (0.52–1.33)0.440.90 (0.48–1.69)0.750.82 (0.45–1.48)0.52
Genotype0.5680.9550.137
Allele0.0320.1540.057
MaleAdjusted ORAdjusted ORAdjusted OR
 GGRefRefRef
 AG0.91 (0.51–1.64)0.760.67 (0.29–1.51)0.330.75 (0.38–1.48)0.41
 AA1.02 (0.49–2.15)0.940.79 (0.27–2.29)0.670.51 (0.21–1.24)0.14
Female
 GGRefRefRef
 AG1.43 (0.92–2.21)0.111.19 (0.68–2.09)0.521.10 (0.64–1.88)0.71
 AA0.76 (0.28–2.02)0.570.95 (0.43–2.11)0.911.23 (0.55–2.74)0.60
Never smokingAdjusted ORAdjusted ORAdjusted OR
 GGRefRefRef
 AG1.22 (0.81–1.83)0.331.07 (0.62–1.86)0.251.04 (0.61–1.75)0.88
 AA0.77 (0.44–1.36)0.370.91 (0.43–1.96)0.821.01 (0.48–2.14)0.97
Ever smoking
 GGRefRefRef
 AG0.72 (0.37–1.39)0.330.85 (0.36–1.96)0.700.72 (0.35–1.47)0.37
 AA0.91 (0.38–2.21)0.850.91 (0.29–2.83)0.870.63 (0.24–1.63)0.34

(c)

ABCC8Adj OR (95% CI) valueAdj OR (95% CI) valueAdj OR (95% CI) value

rs6544718
All patientsAdjusted ORAdjusted ORAdjusted OR
 CCRefRefRef
 CT0.87 (0.60–1.25)0.450.71 (0.45–1.12)0.150.93 (0.57–1.52)0.79
 TT1.21 (0.43–3.39)0.710.64 (0.15–2.70)0.540.42 (0.10–1.73)0.23
Genotype1.023NANA
Allele0.0720.9011.377
MaleAdjusted ORAdjusted ORAdjusted OR
 CCRefRefRef
 CT0.75 (0.41–1.37)0.350.37 (0.16–0.83)0.010.74 (0.29–1.87)0.52
 TT0.75 (0.10–5.45)0.770.89 (0.12–6.19)0.901.96 (0.16–22.84)0.59
Female
 CCRefRefRef
 CT0.95 (0.60–1.50)0.841.01 (0.57–1.77)0.961.06 (0.60–1.89)0.82
 TT1.43 (0.42–4.76)0.550.40 (0.04–3.99)0.440.17 (0.02–1.55)0.11
Never smokingAdjusted ORAdjusted ORAdjusted OR
 CCRefRefRef
 CT0.90 (0.59–1.38)0.650.69 (0.38–1.27)0.240.66 (0.36–1.20)0.17
 TT0.59 (0.14–2.39)0.461.36 (0.08–22.70)0.830.15 (0.01–1.35)0.09
Ever smoking†¶
 CCRefRefRef
 CT0.78 (0.39–1.54)0.470.72 (0.36–1.44)0.351.88 (0.71–4.98)0.20
 TT3.94 (0.46–33.82)0.210.51 (0.89–2.91)0.452.46 (0.29–20.84)0.40
rs6544713
All patientsAdjusted ORAdjusted ORAdjusted OR
 CCRefRefRef
 CT1.06 (0.76–1.49)0.690.93 (0.61–1.41)0.741.04 (0.66–1.62)0.86
 TT1.10 (0.61–1.98)0.741.30 (0.63–2.67)0.461.21 (0.59–2.4)0.59
Genotype0.3790.4910.081
Allele0.3840.5040.032
MaleAdjusted ORAdjusted ORAdjusted OR
 CCRefRefRef
 CT1.04 (0.59–1.81)0.840.75 (0.39–1.45)0.400.73 (0.34–1.56)0.42
 TT0.67 (0.22–2.03)0.480.61 (0.16–2.30)0.471.32 (0.29–6.06)0.71
Female
 CCRefRefRef
 CT1.06 (0.69–1.62)0.781.07 (0.62–1.83)0.801.25 (0.71–2.18)0.42
 TT1.34 (0.66–2.71)0.401.90 (0.79–4.57)0.151.23 (0.55–2.74)0.59
Never smokingAdjusted ORAdjusted ORAdjusted OR
 CCRefRefRef
 CT0.89 (0.60–1.33)0.580.88 (0.51–1.50)0.640.84 (0.49–1.44)0.54
 TT1.02 (0.51–2.02)0.941.46 (0.57–3.71)0.410.86 (0.36–2.04)0.73
Ever smoking†¶
 CCRefRefRef
 CT1.70 (0.88–3.26)0.101.00 (0.51–1.94)0.991.52 (0.66–3.53)0.32
 TT1.29 (0.39–4.20)0.671.06 (0.34–3.27)0.912.84 (0.73–10.95)0.12

(d)

LPLAdj OR (95% CI) valueAdj OR (95% CI) valueAdj OR (95% CI) value

rs285
All patientsAdjusted OR†Adjusted ORAdjusted OR
 TTRefRefRef
 CT0.87 (0.60–1.26)0.480.71 (0.44–1.14)0.160.88 (0.53–1.43)0.61
 CC0.71 (0.46–1.11)0.130.86 (0.50–1.46)0.580.95 (0.55–1.66)0.88
Genotype1.5661.761.166
Allele1.4450.1440.399
MaleAdjusted ORAdjusted ORAdjusted OR
 TTRefRefRef
 CT0.44 (0.23–0.85)0.010.62 (0.29–1.33)0.220.91 (0.39–2.11)0.83
 CC0.64 (0.29–1.37)0.250.49 (0.20–1.22)0.130.71 (0.26–1.93)0.51
Female
 TTRefRefRef
 CT1.22 (0.76–1.94)0.390.76 (0.41–1.39)0.380.83 (0.45–1.54)0.45
 CC0.74 (0.43–1.29)0.291.17 (0.60–2.29)0.621.06 (0.54–2.08)0.85
Never smokingAdjusted ORAdjusted ORAdjusted OR
 TTRefRefRef
 CT0.94 (0.60–1.46)0.780.79 (0.38–1.30)0.260.95 (0.52–1.74)0.88
 CC0.90 (0.53–1.50)0.690.93 (0.48–1.79)0.831.16 (0.60–2.21)0.64
Ever smoking†¶
 TTRefRefRef
 CT0.70 (0.34–1.44)0.340.69 (0.33–1.47)0.340.53 (0.20–1.39)0.20
 CC0.38 (0.16–0.89)0.020.75 (0.29–1.93)0.551.04 (0.18–1.78)0.33
rs3735964
All patientsAdjusted ORAdjusted ORAdjusted OR
 CCRefRefRef
 AC0.76 (0.50–1.14)0.191.12 (0.67–1.86)0.641.10 (0.62–1.87)0.70
 AA0.77 (0.21–2.82)0.6911
GenotypeNANANA
Allele1.7380.7670.045
MaleAdjusted ORAdjusted ORAdjusted OR
 CCRefRefRef
 AC0.62 (0.31–1.24)0.181.95 (0.88–2.40)0.091.15 (0.49–2.68)0.74
 AA11
Female
 CCRefRefRef
 AC0.83 (0.50–1.39)0.481.07 (0.62–1.83)0.801.02 (0.51–2.06)0.93
 AA0.62 (0.15–2.57)0.511.90 (0.79–4.57)0.151
Never smokingAdjusted ORAdjusted ORAdjusted OR
 CCRefRefRef
 AC0.69 (0.42–1.14)0.151.77 (0.94–3.33)0.071.29 (0.71–2.35)0.39
 AA0.60 (0.14–2.48)0.4811
Ever smoking†¶
 CCRefRefRef
 AC0.93 (0.44–1.96)0.840.52 (0.21–1.27)0.150.60 (0.19–1.89)0.38
 AA11
rs13702
All patientsAdjusted ORAdjusted ORAdjusted OR
 TTRefRefRef
 CT0.88 (0.62–1.25)0.490.97 (0.62–1.52)0.980.74 (0.46–1.20)0.23
 CC1.07 (0.62–1.83)0.801.20 (0.62–2.34)0.571.44 (0.70–2.98)0.31
Genotype0.6952.2151.092
Allele0.5810.5470.011
MaleAdjusted ORAdjusted ORAdjusted OR
 TTRefRefRef
 CT0.77 (0.42–1.39)0.391.92 (0.92–3.99)0.080.86 (0.36–2.04)0.73
 CC1.26 (0.51–3.11)0.614.38 (1.52–12.58)0.0062.17 (0.69–6.81)0.18
Female
 TTRefRefRef
 CT0.94 (0.60–1.46)0.790.64 (0.36–1.13)0.680.68 (0.38–1.20)0.18
 CC0.98 (0.50–1.93)0.960.47 (0.18–1.20)0.111.10 (0.40–2.97)0.85
Never smokingAdjusted ORAdjusted ORAdjusted OR
 TTRefRefRef
 CT0.74 (0.49–1.12)0.160.98 (0.56–1.73)0.950.81 (0.46–1.42)0.47
 CC0.79 (0.43–1.46)0.460.74 (0.30–1.85)0.530.92 (0.37–2.26)0.86
Ever smoking†¶
 TTRefRefRef
 CT1.35 (0.70–2.59)0.361.02 (0.49–2.11)0.940.56 (0.23–1.39)0.21

(e)

HNF1AAdj OR (95% CI) valueAdj OR (95% CI) valueAdj OR (95% CI) value

rs2650000
All patientsAdjusted ORAdjusted ORAdjusted OR
 CCRefRefRef
 AC0.82 (0.59–1.15)0.261.18 (0.78–1.79)0.420.80 (0.51–1.24)0.32
 AA0.87 (0.49–1.52)0.630.96 (0.49–1.85)0.901.14 (0.56–2.35)0.70
Genotype1.0981.0710.021
Allele0.1810.1930.006
MaleAdjusted ORAdjusted ORAdjusted OR
 CCRefRefRef
 AC1.10 (0.62–1.94)0.721.68 (0.85–3.32)0.130.96 (0.45–2.04)0.91
 AA1.76 (0.67–4.58)0.240.55 (0.18–1.62)0.280.71 (0.19–2.65)0.61
Female
 CCRefRefRef
 AC0.71 (0.47–1.08)0.110.95 (0.55–1.61)0.850.71 (0.41–1.22)0.22
 AA0.56 (0.27–1.16)0.121.43 (0.61–3.33)0.401.33 (0.57–3.10)0.50
Never smokingAdjusted ORAdjusted ORAdjusted OR
 CCRefRefRef
 AC0.68 (0.46–1.01)0.611.56 (0.91–2.68)0.101.00 (0.58–1.69)0.99
 AA0.96 (0.49–1.86)0.901.38 (0.62–3.07)0.421.70 (0.73–3.94)0.21
Ever smoking†¶
 CCRefRefRef
 AC1.34 (0.70–2.57)0.360.80 (0.41–1.57)0.530.60 (0.26–1.37)0.23
 AA0.73 (0.26–2.03)0.550.48 (0.14–1.61)0.240.58 (0.15–2.25)0.43

(f)

APOEAdj OR (95% CI) valueAdj OR (95% CI) valueAdj OR (95% CI) value

rs429358
All patientsAdjusted ORAdjusted ORAdjusted OR
 TTRefRefRef
 CT1.06 (0.73–1.54)0.730.84 (0.52–1.36)0.480.84 (0.45–1.12)0.15
 CC1.79 (0.63–5.05)0.270.43 (0.11–1.64)0.210.64 (0.15–2.7)0.54
Genotype1.032NANA
Allele0.6110.3991.649
MaleAdjusted ORAdjusted ORAdjusted OR
 TTRefRefRef
 CT1.22 (0.64–2.33)0.540.73 (0.34–1.53)0.410.86 (0.36–2.05)0.73
 CC4.76 (0.56–40.48)0.1511
Female
 TTRefRefRef
 CT0.98 (0.62–1.56)0.960.91 (0.48–1.72)0.790.69 (0.36–1.31)0.26
 CC1.06 (0.28–3.95)0.920.78 (0.18–3.36)0.742.28 (0.31–16.53)0.41
Never smokingAdjusted ORAdjusted ORAdjusted OR
 TTRefRefRef
 CT1.15 (0.74–1.79)0.520.86 (0.47–1.60)0.650.87 (0.47–1.61)0.67
 CC0.93 (0.28–5.36)0.770.60 (0.11–3.31)0.565.04 (0.39–63.54)0.21
Ever smoking†¶
 TTRefRefRef
 CT0.88 (0.43–1.77)0.720.76 (0.34–1.66)0.490.40 (0.14–1.09)0.07
 TT118.56 (0.42–174.7)0.16
rs7412
All patients
 CCRefRef
 CT0.91 (0.55–1.50)0.721.15 (0.63–2.08)0.641.30 (0.69–2.46)0.41
 TT113.41 (0.50–23.19)0.20
GenotypeNANANA
Allele1.8310.42813.407
MaleAdjusted ORAdjusted ORAdjusted OR
 CCRefRefRef
 CT1.13 (0.45–2.82)0.781.87 (0.71–4.920.202.92 (0.88–9.63)0.07
 TT111.29 (0.01–142.0)0.91
Female
 CCRefRefRef
 CT0.83 (0.45–1.52)0.560.84 (0.39–1.84)0.680.92 (0.41–2.03)0.83
 TT114.03 (0.46–34.93)0.20
Never smokingAdjusted ORAdjusted ORAdjusted OR
 CCRefRefRef
 CT0.97 (0.53–1.76)0.931.40 (0.69–2.83)0.341.64 (0.79–3.40)0.17
 TT112.35 (0.16–33.59)0.52
Ever smoking†¶
 CCRefRefRef
 CT0.77 (0.30–1.95)0.580.71 (0.23–2.17)0.550.83 (.020–3.33)0.79
 TT118.56 (0.42–174.7)0.16

(g)

HNF4AAdj OR (95% CI) valueAdj OR (95% CI) valueAdj OR (95% CI) value

rs1800961
All patientsAdjusted ORAdjusted ORAdjusted OR
 CCRefRefRef
 CT0.90 (0.45–1.82)0.781.96 (1.01–3.80)0.043.75 (1.64–8.60)0.002
 TT111
GenotypeNANANA
Allele0.1144.5926
MaleAdjusted ORAdjusted ORAdjusted OR
 CCRefRefRef
 CT1.50 (0.46–4.92)0.491.48 (0.52–4.21)0.456.08 (1.25–29.48)0.02
 TT
Female
 CCRefRefRef
 CT0.67 (0.27–1.66)0.392.36 (1.01–5.56)0.043.23 (1.22–8.58)0.01
 TT111
Never smokingAdjusted ORAdjusted ORAdjusted OR
 CCRefRefRef
 CT0.97 (0.43–2.19)0.951.84 (0.77–4.35)0.162.96 (1.16–7.53)0.02
 TT11
Ever smoking†¶
 CCRefRefRef
 CT0.72 (0.18–2.83)0.642.14 (0.76–6.01)0.146.23 (0.74–52.09)0.09
 TT111

Bold font indicates ; indicates statistical significance after Bonferroni correction (). OR with 95% CI were estimated by multiple logistic regression models after controlling for age, sex, and smoking. OR with 95% CI were estimated by multiple logistic regression models after controlling for age and smoking. OR with 95% CI were estimated by multiple logistic regression models after controlling for age and sex. ¥OR with 95% CI were estimated by multiple logistic regression models after controlling for age, considering only females who never smoked. Abbreviations: OR: odds ratio; CI: confidence interval.