| Literature DB >> 24454851 |
Zhenghui Gordon Jiang1, Kenneth Mukamal2, Elliot Tapper1, Simon C Robson1, Yusuke Tsugawa3.
Abstract
BACKGROUND: Dyslipidemia, typically recognized as high serum triglyceride, high low-density lipoprotein cholesterol (LDL-C) or low high-density lipoprotein cholesterol (HDL-C) levels, are associated with nonalcoholic fatty liver disease (NAFLD). However, low LDL-C levels could result from defects in lipoprotein metabolism or impaired liver synthetic function, and may serve as ab initio markers for unrecognized liver diseases. Whether such relationships exist in the general population has not been investigated. We hypothesized that despite common conception that low LDL-C is desirable, it might be associated with elevated liver enzymes due to metabolic liver diseases. METHODS ANDEntities:
Mesh:
Substances:
Year: 2014 PMID: 24454851 PMCID: PMC3893181 DOI: 10.1371/journal.pone.0085366
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Figure 1Description of eligible study participants.
A total of 30,752 individuals aged 20 years or older were identified from NHANES from 1999 to 2010. Two separate datasets were generated for fasting and nonfasting lab values. In each dataset, participants with evidence of viral hepatitis B or C, currently taking lipid lowering medications, or missing lipoprotein, transaminase, or covariate measurements were excluded. This resulted in a nonfasting dataset of 23,073 observations and fasting dataset of 10,106 observations.
Demographic, clinical and laboratory data of study participants.
| LDL-C, mg/dL | HDL-C, mg/dL | Triglyceride, mg/dL | ||||||||||
| 0–70 | 71–130 | >130 | p-value | 0–40 | 41–80 | >80 | p-value | 0–100 | 101–200 | >200 | p-value | |
| Sample size, N | 653 | 5804 | 3649 | 5052 | 16540 | 1481 | 4360 | 4345 | 1401 | |||
| Age, yr | 39±19 | 42±23 | 48±21 | <0.001 | 42±20 | 44±29 | 49±22 | <0.001 | 41±25 | 46±22 | 47±19 | <0.001 |
| Gender, % | <0.001 | <0.001 | <0.001 | |||||||||
| Male | 41.5% | 45.0% | 50.5% | 70.9% | 42.3% | 19.0% | 41.2% | 49.4.1% | 57.4% | |||
| Race, % | 0.003 | <0.001 | <0.001 | |||||||||
| White | 64.9% | 69.0% | 71.8% | 70.1% | 69.5% | 74.9% | 67.7% | 70.8% | 73.4% | |||
| Black | 16.2% | 11.3% | 10.1% | 7.7% | 11.3% | 14.2% | 15.4% | 8.4% | 5.2% | |||
| Hispanic | 12.8% | 14.1% | 13.5% | 16.6% | 13.7% | 6.4% | 12.0% | 15.0% | 16.4% | |||
| Smoking status, % | 0.02 | <0.001 | <0.001 | |||||||||
| Non-smoker | 55.7% | 54.7% | 51.1% | 46.8% | 55.2% | 55.3% | 58.1% | 50.9% | 45.9% | |||
| Former smoker | 20.6% | 22.5% | 25.6% | 21.5% | 22.9% | 26.3% | 20.8% | 25.1% | 27.8% | |||
| Current smoker | 23.7% | 22.8% | 23.3% | 31.7% | 21.9% | 18.4% | 21.2% | 24.0% | 26.3% | |||
| Alcohol drinks per week | 3.9±13 | 4.0±65 | 3.3±9 | 0.4 | 2.9±10 | 3.7±41 | 5.6±12 | <0.001 | 3.2±9 | 4.3±74 | 3.9±15 | 0.3 |
| Number of medications | 1.6±3.0 | 1.3±2.9 | 1.3±2.4 | 0.03 | 1.3±3.0 | 1.3±3.5 | 1.6±2.7 | 0.001 | 1.0±2.3 | 1.5±2.8 | 1.7±3.0 | <0.001 |
| BMI, Kg/m2 | 27±8 | 28±9 | 29±8 | <0.001 | 31±9 | 28±11 | 24±6 | <0.001 | 26±8 | 29±9 | 31±8 | <0.001 |
| Waist circumference, cm | 91±22 | 95±24 | 98±19 | <0.001 | 104±23 | 94±29 | 86±16 | <0.001 | 91±21 | 99±22 | 104±19 | <0.001 |
| Hypertension, % | 24.0% | 21.6% | 25.5% | 0.003 | 25.6% | 21.8% | 22.1% | <0.001 | 16.3% | 27.6% | 32.5% | <0.001 |
| Hyperlipidemia, % | 3.2% | 9.9% | 32.6% | <0.001 | 19.2% | 17.4% | 17.7% | 0.06 | 10.8% | 21.1% | 29.4% | <0.001 |
| Diabetes, % | 6.5% | 5.0% | 3.9% | 0.01 | 6.7% | 4.5% | 2.2% | <0.001 | 2.9% | 5.5% | 8.6% | <0.001 |
| Coronary artery disease, % | 4.0% | 1.2% | 0.9% | <0.001 | 1.9% | 1.3% | 1.2% | 0.005 | 0.8% | 1.5% | 1.7% | 0.08 |
| Stroke, % | 3.2% | 1.3% | 1.8% | 0.001 | 2.2% | 1.6% | 1.7% | 0.04 | 1.2% | 1.9% | 1.7% | 0.08 |
| Cancer, % | 7.5% | 6.8% | 7.9% | 0.2 | 5.2% | 7.4% | 10.6% | <0.001 | 6.1% | 8.2% | 7.7% | <0.001 |
| history of liver disease, % | 2.5% | 2.3% | 2.9% | 0.3 | 2.9% | 2.3% | 2.3% | 0.1 | 1.7% | 2.4% | 3.8% | 0.009 |
| Active liver disease, % | 1.8% | 0.8% | 0.9% | 0.09 | 1.2% | 0.8% | 0.6% | 0.08 | 0.6% | 0.8% | 1.4% | 0.2 |
| LDL-C (mg/dL) | 60±11 | 104±20 | 157±32 | <0.001 | 121±70 | 121±74 | 111±61 | <0.001 | 110±39 | 129±50 | 127±48 | <0.001 |
| HDL-C (mg/dL) | 59±23 | 55±24 | 52±19 | <0.001 | 35±6 | 56±16 | 92±14 | <0.001 | 60±23 | 51±21 | 43±15 | <0.001 |
| Triglyceride (mg/dL) | 105±87 | 116±79 | 140±85 | <0.001 | 215±396 | 119±154 | 85±62 | <0.001 | 72±24 | 140±34 | 259±60 | <0.001 |
| ALT (U/L) | 22±17 | 24±17 | 28±55 | <0.001 | 32±49 | 24±70 | 22±18 | <0.001 | 22±16 | 26±23 | 33±87 | <0.001 |
| AST (U/L) | 24±13 | 24±16 | 26±21 | <0.001 | 26±19 | 24±18 | 27±19 | <0.001 | 24±17 | 25±22 | 26±17 | 0.003 |
P-values were calclulated using ANOVA for continous variables and chi-square test for categorical variables.
Figure 2Association curves between ALT, AST and LDL-C, HDL-C and triglyceride.
The relationship between ALT, AST and LDL-C, HDL-C and triglycerides were modeled with unadjusted restricted cubic spline models. Evenly distributed conventional lipid profile cutoff points were chosen as knots in generating the model, with LDL-C at 40, 70, 100, 130, 160 mg/dL; HDL-C at 20, 30, 40, 60, 80, 100 mg/dL, and triglyceride at 50, 100, 150, 200, 250 mg/dL. Sample weights were taken into consideration during the modeling to represent the association in the general US population.
Adjusted association between lipid profile and the probability of elevated liver enzymes.
| ALT >40 U/L | AST >40 U/L | ALT >40 U/L or AST >40 U/L | ||||||||
| N | OR | 95% CI | p | OR | 95% CI | P | OR | 95% CI | p | |
|
| ||||||||||
| 0–40 | 39 |
|
|
|
|
|
|
|
|
|
| 41–70 | 614 | 1.5 | 0.9–2.3 | 0.1 | 1.7 | 0.9–3.0 | 0.08 |
|
|
|
| 71–100 | 2368 | 1.0 | Ref. | Ref. | 1.0 | Ref. | Ref. | 1.0 | Ref. | Ref. |
| 101–130 | 3436 | 1.2 | 0.90–1.6 | 0.2 | 1.1 | 0.8–1.7 | 0.5 | 1.2 | 0.9–1.6 | 0.23 |
| 131–160 | 2380 |
|
|
| 1.4 | 1.0–2.2 | 0.08 |
|
|
|
| >160 | 1269 |
|
|
|
|
|
|
|
|
|
|
| ||||||||||
| 0–30 | 887 |
|
|
|
|
|
|
|
|
|
| 30–40 | 4165 |
|
|
| 1.3 | 0.9–1.7 | 0.1 |
|
|
|
| 41–60 | 11474 |
|
|
| 0.8 | 0.7–1.0 | 0.07 | 1.1 | 1.0–1.3 | 0.1 |
| 61–80 | 5066 | 1.0 | Ref. | Ref. | 1.0 | Ref. | Ref. | 1.0 | Ref. | Ref. |
| 81–100 | 1206 | 1.0 | 0.6–1.6 | 0.99 | 1.5 | 1.0–2.3 | 0.09 | 1.2 | 0.8–1.7 | 0.3 |
| >100 | 275 |
|
|
|
|
|
|
|
|
|
|
| ||||||||||
| 0–50 | 567 | 0.7 | 0.4–1.3 | 0.2 |
|
|
| 1.4 | 0.8–2.3 | 0.2 |
| 51–100 | 3793 | 1.0 | Ref. | Ref. | 1.0 | Ref. | Ref. | 1.0 | Ref. | Ref. |
| 101–150 | 2879 |
|
|
|
|
|
|
|
|
|
| 151–200 | 1466 |
|
|
| 1.3 | 0.9–1.7 | 0.1 |
|
|
|
| 201–250 | 744 |
|
|
|
|
|
|
|
|
|
| >250 | 657 |
|
|
|
|
|
|
|
|
|
odds ratios with p value <0.05 are highlighted in bold.
Prevalence of elevated transaminases at different LDL-C and HDL-C levels.
| Population, million(% eligible population) | 95% CI,million | Population with abnormalALT or AST, million | 95% CI,million | % lipidsubgroup | |
|
| |||||
| ≤40 | 0.5 (0.3%) | 0.4–0.7 | 0.1 | 0.0–0.2 | 20.6% |
| 41–70 | 9.5 (5.7%) | 8.4–10.6 | 0.9 | 0.6–1.3 | 10.0% |
| 71–100 | 40.4 (24.3%) | 38.1–42.8 | 3.1 | 2.5–3.6 | 7.6% |
| 101–130 | 57.1 (34.4%) | 53.3–60.9 | 5.2 | 4.4–6.0 | 9.2% |
| 131–160 | 38.2 (23.0%) | 35.3–41.1 | 4.7 | 4.1–5.4 | 12.4% |
| >160 | 19.9 (12.0%) | 18.2–21.6 | 2.7 | 2.1–3.3 | 13.4% |
|
|
|
|
|
|
|
|
| |||||
| ≤30 | 5.0 (3.1%) | 4.4–5.5 | 1.4 | 1.1–1.6 | 27.1% |
| 31–40 | 29.8 (18.4%) | 27.7–31.9 | 5.4 | 4.8–6.0 | 18.2% |
| 41–60 | 80.0 (49.4%) | 76.3–83.7 | 7.4 | 6.8–7.9 | 9.2% |
| 61–80 | 35.2 (21.7%) | 33.4–37.1 | 2.0 | 1.7–2.3 | 5.8% |
| 81–100 | 8.3 (5.1%) | 7.6–9.0 | 0.5 | 0.3–0.6 | 5.6% |
| >100 | 1.8 (1.1%) | 1.5–2.1 | 0.2 | 0.1–0.3 | 11.9% |
|
|
|
|
|
|
|