Association between Polycyclic Aromatic Hydrocarbon Exposure and Diarrhea in Adults
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Design
2.2. Study Sample Characteristics
2.3. Urinary Polycyclic Aromatic Hydrocarbon Analysis
2.4. Diarrhea Assessment
2.5. Covariate Assessment
2.6. Statistical Analysis
3. Results
3.1. Urinary PAH Data List Characteristics
3.2. Associations between PAHs and Diarrhea
3.3. Gender Difference in Association between PAHs and Diarrhea
3.4. Association between PAHs and Diarrhea Divided by Obesity
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
IUPAC Name of Polycyclic Aromatic Hydrocarbons
1-hydroxynaphthalene | naphthalen-1-ol |
2-hydroxynaphthalene | naphthalen-2-ol |
3-hydroxyfluorene | 9H-fluoren-3-ol |
2-hydroxyfluorene | 9H-fluoren-2-ol |
3-hydroxyphenanthrene | phenanthren-3-ol |
1-hydroxyphenanthrene | phenanthren-1-ol |
2-hydroxyphenanthrene | phenanthren-2-ol |
1-hydroxypyrene | pyren-1-ol |
9-hydroxyfluorene | 9H-fluoren-9-ol |
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Variables | Number | Mean (S.D.) or Percentage |
---|---|---|
Age | 10,537 | 32.60 (24.91) |
Male | 5225 | 32.24 (24.94) or 49.6% |
Young (<65 year old) | 4526 | 86.6% |
Elderly (≥65 year old) | 699 | 13.4% |
Female | 5312 | 32.95 (24.87) or 50.4% |
Young (<65 year old) | 4581 | 86.2% |
Elderly (≥65 year old) | 731 | 13.8% |
Laboratory DataCreatinine | 6860 | 0.88 (0.45) |
ALT | 6859 | 24.89 (17.84) |
Glucose | 6860 | 99.07 (35.17) |
Race | ||
Mexican American | 2384 | 22.6% |
Other Hispanic | 1133 | 10.8% |
Non-Hispanic White | 4420 | 41.9% |
Non-Hispanic Black | 1957 | 18.6% |
Other Race—Including Multi-Racial | 643 | 6.1% |
BMI | ||
Male | 4673 | 25.52 (7.12) |
Female | 4739 | 26.32 (8.28) |
Congestive Heart Failure | ||
Yes | 174 | 2.8% |
No | 6025 | 96.9% |
Coronary Heart Disease | ||
Yes | 254 | 4.1% |
No | 5936 | 95.5% |
Myocardial Infarction History | ||
Yes | 261 | 4.2% |
No | 5940 | 95.5% |
Thyroid Problem | ||
Yes | 608 | 9.8% |
No | 5597 | 90.0% |
Smoking History | ||
Yes | 2866 | 46.1% |
No | 3352 | 53.9% |
Variables | Number | Mean (S.D.) (ng/L) |
---|---|---|
1-hydroxynaphthalene | 2747 | 21.61 (328.26) |
2-hydroxynaphthalene | 2747 | 7.34 (9.47) |
3-hydroxyfluorene | 2744 | 0.26 (0.50) |
2-hydroxyfluorene | 2747 | 0.55 (0.95) |
3-hydroxyphenanthrene | 2746 | 0.12 (0.18) |
1-hydroxyphenanthrene | 2746 | 0.20 (0.26) |
2-hydroxyphenanthrene | 2744 | 0.10 (0.14) |
1-hydroxypyrene | 2746 | 0.25 (0.47) |
9-hydroxyfluorene | 2747 | 0.54 (1.62) |
Variables | Model 1 | p Value | Model 2 | p Value | Model 3 | p Value | Model 4 | p Value |
---|---|---|---|---|---|---|---|---|
Odds Ratio (95% CI) | Odds Ratio (95% CI) | Odds Ratio (95% CI) | Odds Ratio (95% CI) | |||||
1-hydroxynaphthalene | 1.000 (0.999, 1.001) | 0.866 | 1.000 (0.999, 1.001) | 0.932 | 1.000 (0.999, 1.001) | 0.982 | 1.000 (0.999, 1.001) | 0.973 |
2-hydroxynaphthalene | 1.029 (1.007, 1.052) | 0.009 | 1.036 (1.013, 1.060) | 0.002 | 1.036 (1.013, 1.060) | 0.003 | 1.030 (1.005, 1.056) | 0.020 |
3-hydroxyfluorene | 1.618 (1.107, 2.365) | 0.013 | 1.900 (1.290, 2.798) | 0.001 | 1.904 (1.287, 2.818) | 0.001 | 1.621 (1.045, 2.515) | 0.031 |
2-hydroxyfluorene | 1.263 (1.055, 1.511) | 0.011 | 1.343 (1.122, 1.608) | 0.001 | 1.344 (1.121, 1.611) | 0.001 | 1.266 (1.034, 1.549) | 0.022 |
3-hydroxyphenanthrene | 2.486 (0.775, 7.971) | 0.126 | 3.791 (1.227, 11.714) | 0.021 | 3.874 (1.238, 12.122) | 0.020 | 2.876 (0.840, 9.848) | 0.093 |
1-hydroxyphenanthrene | 2.285 (1.002, 5.211) | 0.049 | 2.402 (1.059, 5.449) | 0.036 | 2.433 (1.067, 5.548) | 0.035 | 2.468 (1.004, 6.068) | 0.049 |
2-hydroxyphenanthrene | 3.301 (0.530, 20.557) | 0.201 | 5.401 (0.918, 31.774) | 0.062 | 5.065 (0.831, 30.885) | 0.079 | 3.935 (0.536, 28.900) | 0.178 |
1-hydroxypyrene | 1.123 (0.691, 1.824) | 0.641 | 1.243 (0.792, 1.951) | 0.344 | 1.231 (0.780, 1.943) | 0.371 | 1.068 (0.643, 1.837) | 0.757 |
9-hydroxyfluorene | 1.074 (0.947, 1.218) | 0.268 | 1.088 (0.965, 1.226) | 0.170 | 1.095 (0.970, 1.236) | 0.143 | 1.080 (0.950, 1.227) | 0.238 |
Variables | Gender | Model 1 | p Value | Model 2 | p Value | Model 3 | p Value | Model 4 | p Value |
---|---|---|---|---|---|---|---|---|---|
Odds Ratio (95% CI) | Odds Ratio (95% CI) | Odds Ratio (95% CI) | Odds Ratio (95% CI) | ||||||
1-hydroxynaphthalene | Male Female | 1.001 (1.000, 1.003) 1.000 (0.998, 1.002) | 0.073 0.805 | 1.001 (1.000, 1.003) 1.000 (0.998, 1.002) | 0.067 0.816 | 1.002 (1.000, 1.004) 1.000 (0.997, 1.002) | 0.023 0.764 | 1.002 (1.000, 1.004) 1.000 (0.997, 1.002) | 0.021 0.800 |
2-hydroxynaphthalene | Male Female | 1.003 (0.944, 1.066) 1.042 (1.014, 1.071) | 0.921 0.003 | 1.003 (0.943, 1.066) 1.052 (1.023, 1.083) | 0.935 0.000 | 1.002 (0.943, 1.064) 1.052 (1.022, 1.083) | 0.948 0.001 | 0.990 (0.919, 1.066) 1.044 (1.012, 1.078) | 0.793 0.007 |
3-hydroxyfluorene | Male Female | 0.559 (0.086, 3.631) 2.088 (1.363, 3.198) | 0.542 0.001 | 0.527 (0.077, 3.588) 2.497 (1.606, 3.881) | 0.513 0.000 | 0.498 (0.073, 3.407) 2.479 (1.584, 3.880) | 0.477 0.000 | 0.223 (0.019, 2.564) 2.063 (1.256, 3.388) | 0.228 0.004 |
2-hydroxyfluorene | Male Female | 0.912 (0.437, 1.903) 1.436 (1.155, 1.786) | 0.807 0.001 | 0.899 (0.424, 1.908) 1.540 (1.227, 1.933) | 0.782 0.000 | 0.887 (0.420, 1.873) 1.530 (1.217, 1.922) | 0.753 0.000 | 0.678 (0.252, 1.823) 1.418 (1.112, 1.809) | 0.442 0.005 |
3-hydroxyphenanthrene | Male Female | 0.050 (0.000, 66.735) 6.439 (1.756, 23.611) | 0.414 0.005 | 0.034 (0.000, 64.445) 9.212 (2.474, 34.298) | 0.379 0.001 | 0.030 (0.000, 62.866) 9.125 (2.456, 33.905) | 0.370 0.001 | 0.005 (0.000, 20.243) 6.532(1.632, 26.147) | 0.212 0.008 |
1-hydroxyphenanthrene | Male Female | 0.002 (0.000, 7.263) 3.347(1.389, 8.069) | 0.137 0.007 | 0.002 (0.000, 6.523) 3.643 (1.457, 9.106) | 0.128 0.006 | 0.002 (0.000, 6.867) 3.878 (1.537, 9.783) | 0.133 0.004 | 0.000 (0.000, 3.374) 3.946 (1.543, 10.093) | 0.091 0.004 |
2-hydroxyphenanthrene | Male Female | 0.005 (0.000, 164.563) 12.472 (1.754, 88.711) | 0.316 0.012 | 0.003 (0.000, 152.784) 16.957(2.339, 122.941) | 0.295 0.005 | 0.004 (0.000, 186.132) 15.391 (2.093, 113.168) | 0.315 0.007 | 0.000 (0.000, 34.855) 11.728 (1.441, 95.487) | 0.176 0.021 |
1-hydroxypyrene | Male Female | 0.163 (0.002, 14.771) 1.260 (0.791, 2.008) | 0.430 0.330 | 0.136 (0.001, 14.311) 1.474 (0.935, 2.323) | 0.401 0.095 | 0.138 (0.001, 12.722) 1.445 (0.910, 2.293) | 0.390 0.118 | 0.032 (0.000, 5.620) 1.262 (0.742, 2.146) | 0.191 0.390 |
9-hydroxyfluorene | Male Female | 0.533 (0.101, 2.824) 1.140 (0.977, 1.331) | 0.459 0.095 | 0.496 (0.087, 2.809) 1.179 (1.012, 1.373) | 0.428 0.035 | 0.494 (0.084, 2.913) 1.185 (1.016, 1.383) | 0.436 0.031 | 0.335 (0.049, 2.299) 1.172 (0.998, 1.377) | 0.266 0.053 |
Variables | BMI | Model 1 | p Value | Model 2 | p Value | Model 3 | p Value | Model 4 | p Value |
---|---|---|---|---|---|---|---|---|---|
Odds Ratio (95% CI) | Odds Ratio (95% CI) | Odds Ratio (95% CI) | Odds Ratio (95% CI) | ||||||
1-hydroxynaphthalene | <30 >30 | 1.000 (0.998, 1.002) 1.000 (0.999, 1.001) | 0.985 0.908 | 1.000 (0.998, 1.002) 1.000 (0.999, 1.001) | 0.975 0.967 | 1.000 (0.998, 1.002) 1.000 (0.999, 1.001) | 0.978 0.967 | 1.000 (0.997, 1.002) 1.000 (0.999, 1.001) | 0.880 0.940 |
2-hydroxynaphthalene | <30 >30 | 1.044 (1.015, 1.073) 1.009 (0.968, 1.052) | 0.002 0.666 | 1.050 (1.020, 1.080) 1.011 (0.963, 1.061) | 0.001 0.666 | 1.050 (1.020, 1.081) 1.013 (0.965, 1.063) | 0.001 0.606 | 1.040 (1.007, 1.073) 1.008 (0.955, 1.063) | 0.017 0.781 |
3-hydroxyfluorene | <30 >30 | 2.057 (1.347, 3.143) 0.724 (0.162, 3.239) | 0.001 0.673 | 2.287 (1.484, 3.524) 0.937 (0.231, 3.802) | 0.000 0.927 | 2.312 (1.490, 3.587) 0.927 (0.220, 3.901) | 0.000 0.918 | 1.850 (1.138, 3.006) 0.701 (0.133, 3.689) | 0.013 0.675 |
2-hydroxyfluorene | <30 >30 | 1.478 (1.160, 1.884) 1.071 (0.739, 1.552) | 0.002 0.717 | 1.525 (1.198, 1.941) 1.164 (0.798, 1.698) | 0.001 0.430 | 1.532 (1.198, 1.958) 1.175 (0.801, 1.724) | 0.001 0.409 | 1.354 (1.034, 1.773) 1.137 (0.719, 1.799) | 0.028 0.582 |
3-hydroxyphenanthrene | <30 >30 | 4.362 (1.198, 15.879) 0.621 (0.019, 20.003) | 0.025 0.788 | 5.585 (1.558, 20.024) 1.416 (0.069, 29.182) | 0.008 0.822 | 5.590 (1.544, 20.038) 1.468 (0.067, 32.369) | 0.009 0.808 | 3.831 (0.957, 15.326) 1.202 (0.040, 36.117) | 0.058 0.916 |
1-hydroxyphenanthrene | <30 >30 | 3.324 (1.238, 8.923) 1.179 (0.197, 7.062) | 0.017 0.857 | 3.596 (1.322, 9.783) 1.262 (0.259, 6.138) | 0.012 0.773 | 3.586 (1.312, 9.800) 1.307 (0.267, 6.411) | 0.013 0.741 | 3.939 (1.307, 11.873) 1.259 (0.213, 7.429) | 0.015 0.800 |
2-hydroxyphenanthrene | <30 >30 | 7.527 (0.902, 62.825) 0.712 (0.016, 31.838) | 0.062 0.861 | 9.706 (1.203, 78.275) 1.703 (0.050, 58.408) | 0.033 0.768 | 9.322 (1.123, 77.395) 1.657 (0.046, 59.678) | 0.039 0.782 | 6.529 (0.598, 71.223) 1.267 (0.023, 69.837) | 0.124 0.908 |
1-hydroxypyrene | <30 >30 | 1.400 (0.859, 2.281) 0.214 (0.009, 5.082) | 0.177 0.340 | 1.481 (0.925, 2.373) 0.283 (0.013, 6.248) | 0.102 0.424 | 1.448 (0.897, 2.338) 0.317 (0.014, 7.089) | 0.130 0.469 | 1.248 (0.726, 2.147) 0.259 (0.009, 7.075) | 0.423 0.423 |
9-hydroxyfluorene | <30 >30 | 1.089 (0.964, 1.230) 0.855 (0.368, 1.985) | 0.172 0.715 | 1.091 (0.967, 1.231) 0.977 (0.527, 1.810) | 0.157 0.940 | 1.099 (0.972, 1.241) 0.999 (0.542, 1.841) | 0.131 0.997 | 1.072 (0.943, 1.219) 1.011 (0.514, 1.988) | 0.287 0.974 |
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Wu, C.-C.; Fang, W.-H.; Wang, C.-C.; Lai, C.-H.; Chen, W.-L. Association between Polycyclic Aromatic Hydrocarbon Exposure and Diarrhea in Adults. Atmosphere 2021, 12, 919. https://doi.org/10.3390/atmos12070919
Wu C-C, Fang W-H, Wang C-C, Lai C-H, Chen W-L. Association between Polycyclic Aromatic Hydrocarbon Exposure and Diarrhea in Adults. Atmosphere. 2021; 12(7):919. https://doi.org/10.3390/atmos12070919
Chicago/Turabian StyleWu, Chia-Che, Wen-Hui Fang, Chung-Ching Wang, Ching-Huang Lai, and Wei-Liang Chen. 2021. "Association between Polycyclic Aromatic Hydrocarbon Exposure and Diarrhea in Adults" Atmosphere 12, no. 7: 919. https://doi.org/10.3390/atmos12070919
APA StyleWu, C. -C., Fang, W. -H., Wang, C. -C., Lai, C. -H., & Chen, W. -L. (2021). Association between Polycyclic Aromatic Hydrocarbon Exposure and Diarrhea in Adults. Atmosphere, 12(7), 919. https://doi.org/10.3390/atmos12070919