Case Control Study
Copyright ©The Author(s) 2024.
World J Hepatol. Mar 27, 2024; 16(3): 366-378
Published online Mar 27, 2024. doi: 10.4254/wjh.v16.i3.366
Table 1 Baseline characteristics of metabolic-associated fatty liver disease patients and controls
Characteristics
PLWH and MAFLD (n = 83)
PLWH and non-MAFLD (n = 94)
P value
MAFLD (n = 145)
P value
Chinese Dai (n = 93)
P value
Age (yr)51.99 ± 7.6549.55 ± 8.270.044a65.00< 0.001bN/AN/A
Gender
Male54 (65.10)48 (51.10%)0.06068 (46.90%)0.008b44 (47.30%)0.950
Female48 (34.90%)46 (48.90%)77 (53.10%)49 (52.70%)
BMI (kg/m2)25.4221.79< 0.001a27.67< 0.001bN/A-
CD4 (cells/mm3)619.00570.500.033aN/A-N/A-
%CD 426.10 ± 0.8325.76 ± 0.810.853N/A-N/A-
Hb (g/dL)14.36 1.6213.84 1.900.015aN/AN/A
Platelets (-/mm3)259063 77332261694 669660.744N/AN/A
AP (U/L)85.0086.000.82172.000.001bN/A-
AST (U/L)33.0028.00< 0.001a38.000.015bN/A-
ALT (U/L)38.0025.00< 0.001a50.000.004bN/A-
GGT (U/L)47.0035.50< 0.001a51.500.853N/A-
Total protein (g/L)79.60 ± 0.5678.28 ± 0.470.07175.96 ± 0.42< 0.001bN/A-
Albumin (g/L)40.8038.35< 0.001a40.650.255N/A-
Total bilirubin (mg/dL)0.600.500.7590.700.10N/A-
Direct bilirubin (mg/dL)0.200.200.8620.300.007bN/A-
HbA1C (mmol/L)5.685.38< 0.001a6.36< 0.001bN/A-
Fasting plasma Glucose (mg/dL)98930.026108< 0.001bN/A-
Triglyceride (mg/dL)169109< 0.001a123< 0.0001bN/A-
Total Cholesterol (mg/dL)206.78 ± 5.57199.10 ± 3.570.2121830.428N/A-
HDL (mg/dL)44490.004a490.10N/A-
LDL (mg/dL)130.67 ± 4.27122.46 ± 2.980.086114.94 ± 2.830.001bN/A-
Drug-regimen, n (%)
NRTI+NNRTI62 (74.7)71 (75.5)0.573N/A-N/A-
NRTI+PI19 (22.9)18 (19.1)N/A-N/A-
Alternative 2 (2.4)5 (5.3)N/A-N/A-
Co-morbidities
Dyslipidemia30 (36.1)15 (16.0)0.002a82 (56.9)0.002bN/A-
Hypertension21 (25.3)6 (6.4)0.001a64 (44.1)0.003bN/A-
Diabetes mellitus16 (19.3)5 (5.3)0.005a63 (43.4)< 0.001bN/A-
Table 2 Genotype distributions and Minor allele frequency of candidates single-nucleotide polymorphisms
Polymorphism
PLWH and MAFLD (n = 83)
PLWH and non-MAFLD (n = 94)
P value
MAFLD (n = 145)
Chinese Dai (n = 94)
P value
PNPLA3 rs738409
MAF = G57 (34.33)56 (29.78)0.41392 (31.73)43 (23.12)0.035a
APOC3 rs2854116
MAF=T81 (47.09)87(46.28)0.691128 (44.14)88 (47.31)< 0.001b
LEP rs7799039
MAF=G57 (33.14)57 (30.32)0.73885 (29.31)48 (25.81)0.674
GHRL rs27647
MAF = C13 (7.56)25 (13.30)0.05528 (9.66)18 (9.68)0.702
LIPC rs1800588
MAF = T70 (42.17)70 (37.33)0.421101 (34.83)67 (36.02)0.872
APOB rs10495712
MAF = A15 (8.06)14 (7.45)0.85322 (7.59)8 (4.30)0.339
APOA5 rs662799
MAF = G41 (22.04)51 (27.13)0.76675 (25.86)52 (27.96)0.834
Table 3 Genotype and allele frequencies of the single-nucleotide polymorphisms in the people living with human immunodeficiency virus and metabolic-associated fatty liver disease compared with people living with human immunodeficiency virus and non-metabolic-associated fatty liver disease group
GeneSNPB alleleDominant model
Recessive model
PLWH and MAFLD vs PLWH and non-MAFLD
PLWH and MAFLD vs Chinese Dai
PLWH and MAFLD vs PLWH and non-MAFLD
PLWH and MAFLD vs Chinese Dai
OR (95%CI)
P value
OR (95%CI)
P value
OR (95%CI)
P value
OR (95%CI)
P value
PNPLA3rs738409G1.476 (0.809-2.694)0.2042.539 (1.382-4.665)0.002b0.94 (0.276-3.202)0.9210.929 (0.273-3.166)0.907
APOC3rs2854116C1.117 (0.543-2.297)0.7641.203 (0.588-2.462)0.6130.798 (0.411-1.550)0.5060.828 (0.425-1.614)0.579
LEPrs7799039G0.704 (0.287-1.727)0.4220.408 (0.146-1.142)0.0800.886 (0.491-1.601)0.6890.730 (0.403-1.322)0.298
GHRLrs27647G0.466 (0.217-1.001)0.047a0.704 (0.317-1.566)0.3882.146 (1.832-2.514)0.4692.134 (1.823-2.499)0.472
LIPCrs1800588T1.506 (0.806-2.815)0.1981.676 (0.898-3.128)0.1041.053 0.452-2.456)0.9051.040 (0.446-2.427)0.928
APOBrs10495712A1.264 (0.557-2.871)0.5752.156 (0.855-5.436)0.0981.134 (0.070-18.422)1.0002.134 (1.823-2.499)0.472
APOA5rs662799G0.914 (0.505-1.654)0.7660.960 (0.330-2.790)0.9400.629 (0.177-2.231)0.4700.734 (0.200-2.697)0.751
Table 4 Genotype and allele frequencies of the single-nucleotide polymorphisms in the metabolic-associated fatty liver disease compared with Chinese Dai
GeneSNPB alleleDominate model
Recessive model
OR (95%CI)
P value
OR (95%CI)
P value
PNPLA3rs738409G1.970 (1.160-3.345)0.012a1.074 (0.377-3.061)0.894
APOC3rs2854116C6.109 (2.490-14.986)< 0.001a0.485 (0.259-0.907)0.022b
LEPrs7799039G0.840 (0.300-2.355)0.7400.790 (0.469-1.332)0.376
GHRLrs27647G0.953 (0.491-1.850)0.8881.646 (1.486-1.823)1.000
LIPCrs1800588T0.889 (0.525-1.504)0.6611.042 (0.494-2.199)0.914
APOBrs10495712A1.799 (0.762-4.251)0.1761.642 (1.486-1.823)1.000
APOA5rs662799G0.854 (0.507-1.438)0.5520.960 (0.330-2.790)0.940
Table 5 Association between genetic polymorphism and Lipid profile
Genetic polymorphismsLipid parameters
Triglyceride (mg/dL), (n = 177)
Total cholesterol (mg/dL), (n = 177)
LDL-cholesterol (mg/dL), (n = 177)
HDL-cholesterol (mg/dL), (n = 66)
HDL-cholesterol (mg/dL), (n = 111)

< 150
≥ 150
< 200
≥ 200
< 130
≥ 130
Men ≥ 40 mg/dL, women ≥ 50 mg/dL
Men < 40 mg/dL, women < 50 mg/dL
PNPLA3 rs738409 CC vs CG+GG
OR (95%CI)0.699 (0.383-1.277)1.053 (0.580-1.912)1.088 (0.597-1.981)0.9967 (0.538 -1.846)
P value0.2430.8650.7840.992
APOC3 rs2854116 TT vs CT+CC
OR (95%CI)0.796 (0.387-1.635)1.611 (0.780-3.328)1.173 (0.568-2.423)0.4696 (0.253-0.873)
P value0.5340.1950.6660.017a
APOA5 rs662799 AA vs AG+GG
OR (95%CI)1.021 (0.562-1.855)0.543 (0.299-0.989)0.595 (0.326-1.084)0.739 (0.374-1.461)
P value0.9460.045a0.0890.385
APOB rs10495712 (GG vs AG+AA)
OR (95%CI)0.749 (0.322-1.743)0.719 (0.315-1.639)0.807 (0.351-1.855)0.816 (0.343-1.938)
P value0.5010.4310.6130.645
LIPC rs1800588 CC vs CT+TT
OR (95%CI)0.870 (0.467-1.621)0.732 (0.393-1.363)0.607 (0.326-1.132)0.911 (0.482-1.722)
P value0.6610.3250.1150.774
LEP rs7799039 GG vs AG+AA
OR (95%CI)9.316 (2.064-40.428)1.623 (0.655-4.017)1.518 (0.602-3.825)1.317 (0.507-3.419)
P value0.001a0.2920.3740.572
GHRL rs27647 (AA vs AG+GG)
OR (95%CI)0.570 (0.265-1.224)0.997 (0.483-2.058)0.905 (0.436-1.878)0.889 (0.417-1.895)
P value0.1470.9930.7880.761
Table 6 Association between genetic polymorphism and metabolic traits
Genetic polymorphismsMetabolic traits
FPG (mg/dL), n = 175
HbA1C (mmol/L), n = 159
AST (U/L), n = 175
ALT (U/L), n = 177

< 100
≥ 100
< 6.5
≥ 6.5
< 34
≥ 34
< 40
≥ 40
PNPLA3 rs738409 (CC vs CG+GG)
OR (95%CI)0.354 (0.063-1.984)1.055 (0.437-2.543)2.568 (1.243-5.305)1.679 (0.713-3.953)
P value0.2190.9060.010a0.232
APOC3 rs2854116 (TT vs CT+CC)
OR (95%CI)0.956 (0.923-0.991)1.553 (0.495-4.897)0.735 (0.335-1.614)0.630 (0.253-1.570)
P value0.3420.4480.4420.318
APOA5 rs662799 (AA + AG+GG)
OR (95%CI)1.167 (0.229-5.946)1.213 (0.509-2.893)0.823 (0.421-1.611)0.730 (0.320-1.664)
P value1.0000.6630.5700.453
APOB rs10495712 (GG vs AG+AA)
OR (95%CI)1.100 (0.123-9.802)1.150 (0.356-3.720)2.063 (0.879-4.840)1.255 (0.431-3.651)
P value0.9230.8150.0920.774
LIPC rs1800588 (CC vs CT+TT)
OR (95%CI)0.947 (0.907-0.989)1.709 (0.636-4.592)1.476 (0.719-3.027)2.208 (0.844-5.776)
P value0.0930.2840.2870.100
LEP rs7799039 (GG vs AG+AA)
OR (95%CI)0.268 (0.046-1.561)1.008 (0.272-3.746)1.329 (0.462-3.827)2.016 (0.444-9.155)
P value0.1661.0000.5790.535
GHRL rs27647 (AA vs AG+GG)
OR (95%CI)1.045 (1.009-1.083)0.700 (0.222-2.206)0.676 (0.285-1.605)0.795 (0.280-2.256)
P value0.3450.5410.3730.666
Table 7 Logistic regression analysis of factors associated with metabolic-associated fatty liver disease (people living with human immunodeficiency virus and metabolic-associated fatty liver disease vs people living with human immunodeficiency virus and non-metabolic-associated fatty liver disease)
FactorExp(B)95%CIP value
AST4.6151.081-19.7090.039a
Fasting Plasma glucose21.55.327-86.767< 0.001a
Triglyceride6.7471.747-26.0470.006a
Total cholesterol0.1250.019-0.8190.030a
LDL12.971.983-84.8270.007a
APOB rs104957124.1951.304-18.5320.019a
APOA5 rs6627990.0120.002-0.770< 0.001a
LEP rs77990390.3210.070-1.4690.143a