Associations between Ethylene Oxide Exposure and Liver Function in the US Adult Population
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Population
2.2. Assessment of Hemoglobin Ethylene Oxide Levels
2.3. Measurement of Liver Function
2.4. Covariates
2.5. Statistical Analysis
3. Results
3.1. Baseline Characteristics of Participants
3.2. Multiple Linear Regression Associations of Ethylene Oxide with LFTs in Adults
3.3. Subgroup Analysis
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Characteristic | Q1 | Q2 | Q3 | Q4 | p-Value |
---|---|---|---|---|---|
N = 1029 | N = 1035 | N = 1041 | N = 1036 | ||
Age (years) | 18.98 | 19.75 | 20.71 | 16.32 | <0.0001 |
<50 | 44.54 | 42.19 | 38.76 | 51.47 | |
≥50 | 55.46 | 57.81 | 61.24 | 48.53 | |
Gender | <0.0001 | ||||
Male | 42.87 | 45.57 | 56.95 | 49.52 | |
Female | 57.13 | 54.43 | 43.05 | 50.48 | |
Race, n (%) | <0.0001 | ||||
Mexican American | 7.29 | 8.95 | 8.88 | 5.70 | |
Other Hispanic | 5.01 | 4.69 | 5.09 | 4.02 | |
Non-Hispanic White | 76.60 | 69.60 | 62.78 | 69.20 | |
Non-Hispanic Black | 6.43 | 9.78 | 11.76 | 14.43 | |
Other Race | 4.68 | 6.98 | 11.49 | 6.66 | |
Education Level, n (%) | <0.0001 | ||||
Less than high school | 10.62 | 13.01 | 12.31 | 22.16 | |
High school | 19.41 | 19.07 | 31.87 | 28.20 | |
More than high school | 69.97 | 67.92 | 55.82 | 49.64 | |
PIR | <0.0001 | ||||
<1.3 | 14.94 | 18.22 | 27.42 | 41.25 | |
1.3–3.5 | 40.32 | 38.11 | 35.15 | 36.26 | |
≥3.5 | 44.74 | 43.66 | 37.42 | 22.49 | |
BMI (kg/m2) | <0.0001 | ||||
<25 | 26.52 | 21.58 | 28.92 | 31.37 | |
>25 | 73.48 | 78.42 | 71.08 | 68.63 | |
Smoking, n (%) | <0.0001 | ||||
Yes | 33.75 | 31.00 | 45.25 | 88.25 | |
No | 66.25 | 69.00 | 54.75 | 11.75 | |
Diabetes, n (%) | <0.0001 | ||||
Yes | 12.36 | 18.95 | 27.76 | 15.29 | |
No | 87.64 | 81.05 | 72.24 | 84.71 | |
Alcohol, n (%) | <0.0001 | ||||
Yes | 78.24 | 66.57 | 78.18 | 83.37 | |
No | 21.76 | 33.43 | 21.82 | 16.63 | |
Aspirin, n (%) | 0.1284 | ||||
Yes | 68.58 | 73.78 | 74.05 | 59.80 | |
No | 31.42 | 26.22 | 25.95 | 40.20 | |
Acetaminophen | 0.0021 | ||||
Yes | 0.61 | 1.22 | 0.58 | 1.71 | |
No | 99.39 | 98.78 | 99.42 | 98.29 | |
Statins, n (%) | 0.0121 | ||||
Yes | 82.65 | 87.93 | 82.35 | 83.76 | |
No | 17.35 | 12.07 | 17.65 | 16.24 | |
Hepatitis B, n (%) | <0.0001 | ||||
Yes | 1.25 | 1.80 | 1.64 | 3.55 | |
No | 98.75 | 98.20 | 98.36 | 96.45 | |
Hepatitis C, n (%) | <0.0001 | ||||
Yes | 1.06 | 0.24 | 1.46 | 6.03 | |
No | 98.94 | 99.76 | 98.54 | 93.97 | |
AST (U/L) | 26.04 ± 10.41 | 25.38 ± 16.32 | 24.85 ± 10.15 | 30.09 ± 25.75 | <0.0001 |
ALT (U/L) | 24.82 ± 15.66 | 24.48 ± 14.54 | 24.93 ± 14.56 | 28.62 ± 26.88 | <0.0001 |
GGT (U/L) | 26.29 ± 27.69 | 25.53 ± 32.51 | 25.23 ± 21.24 | 46.95 ± 91.90 | <0.0001 |
ALP (U/L) | 69.11 ± 38.62 | 71.46 ± 40.62 | 72.11 ± 40.67 | 72.64 ± 30.06 | 0.0242 |
TBIL (μmol/L) | 10.81 ± 6.88 | 10.44 ± 4.99 | 10.53 ± 4.48 | 9.38 ± 4.14 | <0.0001 |
HDL (mmol/L) | 54.77 ± 18.00 | 52.29 ± 14.52 | 51.35 ± 15.36 | 50.23 ± 15.83 | <0.0001 |
Total cholesterol (mmol/L) | 186.89 ± 40.65 | 181.75 ± 43.00 | 179.66 ± 40.33 | 187.98 ± 42.82 | <0.0001 |
LFTs | Model | Continuous log2-Transformed EO | Quartile 1 β (95% CI) | Quartile 2 β (95% CI) | Quartile 3 β (95% CI) | Quartile 4 β (95% CI) | p for Trend |
---|---|---|---|---|---|---|---|
ALP | Crude | 1.00 (0.40, 1.60) 0.0012 | 0.00 (Ref.) | 2.35 (−0.06, 4.75) 0.0556 | 3.00 (0.47, 5.53) 0.0201 | 3.53 (1.06, 6.00) 0.0051 | 0.0179 |
Model 1 | 0.47 (−0.12, 1.06) 0.1169 | 0.00 (Ref.) | 1.98 (−0.36, 4.31) 0.0974 | 2.97 (0.48, 5.46) 0.0194 | 1.68 (−0.73, 4.10) 0.1722 | 0.4080 | |
Model 2 | 2.61 (1.97, 3.24) <0.0001 | 0.00 (Ref.) | 0.48 (−1.78, 2.74) 0.6760 | 3.75 (1.30, 6.20) 0.0027 | 8.48 (5.75, 11.22) <0.0001 | <0.0001 | |
ALT | Crude | 0.72 (0.42, 1.01) <0.0001 | 0.00 (Ref.) | −0.34 (−1.51, 0.84) 0.5754 | 0.11 (−1.12, 1.35) 0.8573 | 3.80 (2.59, 5.01) <0.0001 | <0.0001 |
Model 1 | 0.69 (0.40, 0.99) <0.0001 | 0.00 (Ref.) | −0.42 (−1.57, 0.73) 0.4747 | −0.73 (−1.96, 0.49) 0.2398 | 3.65 (2.46, 4.83) <0.0001 | <0.0001 | |
Model 2 | 0.50 (0.09, 0.90) 0.0158 | 0.00 (Ref.) | −1.65 (−3.07, −0.24) 0.0223 | −0.25 (−1.79, 1.29) 0.7517 | 0.36 (−1.36, 2.07) 0.6846 | 0.3020 | |
AST | Crude | 0.67 (0.40, 0.94) <0.0001 | 0.00 (Ref.) | −0.67 (−1.73, 0.40) 0.2187 | −1.20 (−2.32, −0.08) 0.0358 | 4.05 (2.95, 5.14) <0.0001 | <0.0001 |
Model 1 | 0.71 (0.44, 0.98) <0.0001 | 0.00 (Ref.) | −0.67 (−1.72, 0.39) 0.2136 | −1.71 (−2.84, −0.59) 0.0028 | 4.16 (3.07, 5.25) <0.0001 | <0.0001 | |
Model 2 | −0.39 (−0.89, 0.11) 0.1242 | 0.00 (Ref.) | −2.54 (−4.29, −0.78) 0.0047 | −3.17 (−5.07, −1.26) 0.0011 | −2.60 (−4.73, −0.48) 0.0165 | 0.0695 | |
GGT | Crude | 4.53 (3.72, 5.35) <0.0001 | 0.00 (Ref.) | −0.75 (−3.98, 2.48) 0.6476 | −1.06 (−4.46, 2.35) 0.5430 | 20.66 (17.34,23.98) <0.0001 | <0.0001 |
Model 1 | 4.62 (3.80, 5.44) <0.0001 | 0.00 (Ref.) | −1.09 (−4.31, 2.12) 0.5049 | −2.70 (−6.13, 0.72) 0.1222 | 20.81 (17.49,24.14) <0.0001 | <0.0001 | |
Model 2 | 5.75 (4.46, 7.05) <0.0001 | 0.00 (Ref.) | −3.84 (−8.43, 0.76) 0.1018 | −1.33 (−6.32, 3.66) 0.6016 | 15.06 (9.50, 20.63) <0.0001 | <0.0001 | |
TBIL | Crude | −0.39 (−0.48, −0.31) <0.0001 | 0.00 (Ref.) | −0.38 (−0.71, −0.04) 0.0302 | −0.29 (−0.64, 0.07) 0.1150 | −1.43 (−1.78, −1.08) <0.0001 | <0.0001 |
Model 1 | −0.42 (−0.50, −0.34) <0.0001 | 0.00 (Ref.) | −0.42 (−0.75, −0.09) 0.0125 | −0.62 (−0.98, −0.27) 0.0005 | −1.55 (−1.89, −1.21) <0.0001 | <0.0001 | |
Model 2 | −0.30 (−0.43, −0.16) <0.0001 | 0.00 (Ref.) | 0.18 (−0.29, 0.65) 0.4593 | 0.10 (−0.41, 0.61) 0.7009 | −1.19 (−1.76, −0.62) <0.0001 | <0.0001 |
Subgroup | ALP [β (95% CI)] | p for Interaction | ALT [β (95% CI)] | p for Interaction | AST [β (95% CI)] | p for Interaction | GGT [β (95% CI)] | p for Interaction | TBIL [β (95% CI)] | p for Interaction |
---|---|---|---|---|---|---|---|---|---|---|
Gender | <0.0001 | <0.0001 | 0.2503 | <0.0001 | 0.7400 | |||||
Male | 3.81 (2.86, 4.76) | −0.75 (−1.35, −0.14) | −0.36 (−1.12, 0.40) | −0.70 (−2.59, 1.19) | −0.22 (−0.43, −0.02) | |||||
Female | 0.87 (0.00, 1.74) | 1.23 (0.68, 1.78) | −0.96 (−1.65, −0.27) | 8.83 (7.11, 10.56) | −0.27 (−0.45, −0.09) | |||||
Age | 0.0002 | 0.0086 | 0.5331 | 0.0002 | 0.0036 | |||||
<50 | 5.56 (3.78, 7.33) | −0.86 (−1.98, 0.27) | −0.91 (−2.30, 0.49) | −0.47 (−4.11, 3.17) | 0.05 (−0.21, 0.30) | |||||
≥50 | 1.97 (1.26, 2.67) | 0.75 (0.30, 1.19) | −0.44 (−0.99, 0.12) | 7.04 (5.59, 8.48) | −0.38 (−0.53, −0.23) | |||||
Education level | 0.0403 | 0.0245 | 0.5037 | 0.0007 | <0.0001 | |||||
Less than high school | 1.95 (0.56, 3.34) | 0.03 (−0.87, 0.92) | −1.68 (−2.80, −0.56) | 4.70 (1.92, 7.48) | −0.97 (−1.26, −0.67) | |||||
High school | 3.47 (2.01, 4.94) | −1.10 (−2.05, −0.16) | −1.18 (−2.36, −0.00) | −0.41 (−3.35, 2.52) | 0.14 (−0.18, 0.45) | |||||
More than high school | 1.33 (0.49, 2.16) | 0.39 (−0.15, 0.93) | −0.92 (−1.59, −0.24) | 6.04 (4.37, 7.71) | −0.18 (−0.36, 0.00) | |||||
BMI | 0.2370 | 0.2795 | 0.0016 | 0.0039 | 0.9680 | |||||
<25 | 1.14 (−0.69, 2.97) | −0.06 (−1.21, 1.09) | 1.56 (0.13, 3.00) | 0.44 (−3.26, 4.14) | −0.29 (−0.67, 0.10) | |||||
≥25 | 2.31 (1.62, 2.99) | 0.61 (0.18, 1.04) | −0.88 (−1.42, −0.34) | 6.22 (4.83, 7.61) | −0.29 (−0.44, −0.15) | |||||
Diabetes status | <0.0001 | <0.0001 | 0.0253 | 0.0597 | 0.7444 | |||||
Yes | 0.21 (−0.85, 1.28) | 1.49 (0.81, 2.18) | −1.35 (−2.20, −0.51) | 6.85 (4.65, 9.05) | −0.37 (−0.60, −0.14) | |||||
No | 3.53 (2.74, 4.32) | −0.37 (−0.88, 0.13) | −0.16 (−0.79, 0.47) | 4.25 (2.62, 5.88) | −0.32 (−0.49, −0.15) | |||||
Smoking | 0.3743 | 0.2015 | 0.9654 | <0.0001 | 0.0048 | |||||
Yes | 1.89 (1.17, 2.60) | 0.40 (−0.06, 0.86) | −0.68 (−1.25, −0.11) | 5.51 (4.09, 6.94) | −0.46 (−0.61, −0.31) | |||||
No | 2.83 (0.86, 4.79) | −0.46 (−1.71, 0.79) | −0.72 (−2.29, 0.85) | −4.05 (−7.96, −0.15) | 0.15 (−0.25, 0.55) |
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Li, S.; Wang, J.; Lei, D.; Peng, D.; Zong, K.; Li, K.; Wu, Z.; Liu, Y.; Huang, Z. Associations between Ethylene Oxide Exposure and Liver Function in the US Adult Population. Toxics 2024, 12, 551. https://doi.org/10.3390/toxics12080551
Li S, Wang J, Lei D, Peng D, Zong K, Li K, Wu Z, Liu Y, Huang Z. Associations between Ethylene Oxide Exposure and Liver Function in the US Adult Population. Toxics. 2024; 12(8):551. https://doi.org/10.3390/toxics12080551
Chicago/Turabian StyleLi, Shanshan, Jinzhou Wang, Dengliang Lei, Dadi Peng, Kezhen Zong, Kaili Li, Zhongjun Wu, Yanyao Liu, and Zuotian Huang. 2024. "Associations between Ethylene Oxide Exposure and Liver Function in the US Adult Population" Toxics 12, no. 8: 551. https://doi.org/10.3390/toxics12080551
APA StyleLi, S., Wang, J., Lei, D., Peng, D., Zong, K., Li, K., Wu, Z., Liu, Y., & Huang, Z. (2024). Associations between Ethylene Oxide Exposure and Liver Function in the US Adult Population. Toxics, 12(8), 551. https://doi.org/10.3390/toxics12080551