Abstract
Background
The adverse effects of polycyclic aromatic hydrocarbon (PAHs), a group of common environmental pollutants, on mental health are unclear. This study is developed to evaluate the potential association of urinary PAH metabolites with depression in US adults.
Methods
Measurement of 8 urinary PAH metabolites and assessment of depression were available for 9625 adults in the National Health and Nutritional Examination Survey 2005–2016. Multiple logistic regression models and weighted quantile sum (WQS) regression models were applied to evaluate the association between urinary PAH metabolites and depression.
Results
Among 9625 individuals with a weighted geometric mean age of 42.63 years, 801 participants suffered from depression. Significant positive dose–response relationships were observed between specific urinary PAH metabolites and the risk of depression after adjusting for potential confounders. Urinary 1-hydroxynaphthalene was positively and dose-dependently associated with the risk of depression among total participants (odds ratio: 1.188; 95% confidence interval: 1.096–1.288). In addition, each 1-unit increase of ln-transformed urinary 1-hydroxynaphthalene, 2-hydroxynaphthalene, 3-hydroxyfluorene, 2-hydroxyfluorene, 1-hydroxyphenanthrene, 2&3-hydroxyphenanthrene, 1-hydroxypyrene, and total PAH metabolites was associated with a 23.3%, 32.6%, 23.3%, 29.4%, 30.8%, 22.8%, 29.4%, and 31.7% increment in the risk of depression in smokers, respectively (all P and P trend < 0.05). Of note, the positive WQS index was also significantly associated with the increased risk of depression in smokers (1.122, 1.059–1.188).
Conclusion
Exposure to PAHs may elevate the risk of depression among US adults. More studies are warranted to investigate the underlying mechanism by which PAHs induce the development of depression.
Similar content being viewed by others
Availability of data anaterials
No additional data available.
References
Anxiety and Depression Association of America (ADAA) (2018): Depression
Berkins S, Schiöth HB, Rukh G (2021): Depression and vegetarians: association between dietary vitamin B6, B12 and folate intake and global and subcortical brain volumes. Nutrients 13
Braithwaite I, Zhang S, Kirkbride JB, Osborn DPJ, Hayes JF (2019) Air pollution (particulate matter) exposure and associations with depression, anxiety, bipolar, psychosis and suicide risk: a systematic review and meta-analysis. Environ Health Perspect 127:126002
Cao L, Wang D, Wen Y, He H, Chen A, Hu D et al (2020a) Effects of environmental and lifestyle exposures on urinary levels of polycyclic aromatic hydrocarbon metabolites: a cross-sectional study of urban adults in China. Chemosphere 240:124898
Cao L, Wang D, Zhu C, Wang B, Cen X, Chen A et al. (2020b): Polycyclic aromatic hydrocarbon exposure and atherosclerotic cardiovascular disease risk in urban adults: the mediating role of oxidatively damaged DNA. Environmental pollution (Barking, Essex : 1987) 265, 114860
Cao X, Li J, Cheng L, Deng Y, Li Y, Yan Z et al. (2020c): The associations between prenatal exposure to polycyclic aromatic hydrocarbon metabolites, umbilical cord blood mitochondrial DNA copy number, and children's neurobehavioral development. Environmental pollution (Barking, Essex : 1987) 265, 114594
Carney RM, Freedland KE (2017) Depression and coronary heart disease. Nat Rev Cardiol 14:145–155
Carrico C, Gennings C, Wheeler DC, Factor-Litvak P (2015) Characterization of weighted quantile sum regression for highly correlated data in a risk analysis setting. J Agric Biol Environ Stat 20:100–120
Cartolano MC, Alloy MM, Milton E, Plotnikova A, Mager EM, McDonald MD (2021) Exposure and recovery from environmentally relevant levels of waterborne polycyclic aromatic hydrocarbons from deepwater horizon oil: effects on the gulf toadfish stress axis. Environ Toxicol Chem 40:1062–1074
Chen F, Du M, Blumberg JB, Ho Chui KK, Ruan M, Rogers G et al (2019) Association among dietary supplement use, nutrient intake, and mortality among U.S. adults: a cohort study. Ann Intern Med 170:604–613
Cho J, Sohn J, Noh J, Jang H, Kim W, Cho SK et al (2020) Association between exposure to polycyclic aromatic hydrocarbons and brain cortical thinning: The Environmental Pollution-Induced Neurological EFfects (EPINEF) study. Sci Total Environ 737:140097
National Collaborating Centre for Mental Health (2010) Depression: The Treatment and Management of Depression in Adults (Updated Edition). Leicester (UK)
Felger JC, Lotrich FE (2013) Inflammatory cytokines in depression: neurobiological mechanisms and therapeutic implications. Neuroscience 246:199–229
Fluharty M, Taylor AE, Grabski M, Munafò MR (2017) The Association of Cigarette Smoking With Depression and Anxiety: a systematic review. Nicotine Tob Res 19:3–13
Hao K, Luo J, Sun J, Ge H, Wang Z (2021) Associations of urinary bisphenol A and its alternatives bisphenol S and F concentrations with depressive symptoms among adults. Chemosphere 279:130573
Jeong W, Kim H, Joo JH, Jang SI, Park EC (2021) Association between depression and risk of Parkinson’s disease in South Korean adults. J Affect Disord 292:75–80
Kelishadi R, Sobhani P, Poursafa P, Amin MM, Ebrahimpour K, Hovsepian S et al (2018) Is there any association between urinary metabolites of polycyclic aromatic hydrocarbons and thyroid hormone levels in children and adolescents? Environ Sci Pollut Res Int 25:1962–1968
Kessler RC, Bromet EJ (2013) The epidemiology of depression across cultures. Annu Rev Public Health 34:119–138
Kim MY, Lee JW, Kang HC, Kim E, Lee DC (2011) Leukocyte mitochondrial DNA (mtDNA) content is associated with depression in old women. Arch Gerontol Geriatr 53:e218–e221
Kim KH, Jahan SA, Kabir E, Brown RJ (2013) A review of airborne polycyclic aromatic hydrocarbons (PAHs) and their human health effects. Environ Int 60:71–80
Kleinridders A, Cai W, Cappellucci L, Ghazarian A, Collins WR, Vienberg SG et al (2015) Insulin resistance in brain alters dopamine turnover and causes behavioral disorders. Proc Natl Acad Sci U S A 112:3463–3468
Liu Y, Ho RC, Mak A (2012) Interleukin (IL)-6, tumour necrosis factor alpha (TNF-α) and soluble interleukin-2 receptors (sIL-2R) are elevated in patients with major depressive disorder: a meta-analysis and meta-regression. J Affect Disord 139:230–239
Lopez-Duran NL, Kovacs M, George CJ (2009) Hypothalamic-pituitary-adrenal axis dysregulation in depressed children and adolescents: a meta-analysis. Psychoneuroendocrinology 34:1272–1283
Luo K, Liu J, Wang Y, Aimuzi R, Luo F, Ao J et al (2020) Associations between organophosphate esters and sex hormones among 6–19-year old children and adolescents in NHANES 2013–2014. Environ Int 136:105461
Manzano-León N, Serrano-Lomelin J, Sánchez BN, Quintana-Belmares R, Vega E, Vázquez-López I et al (2016) TNFα and IL-6 responses to particulate matter in vitro: variation according to PM size, season, and polycyclic aromatic hydrocarbon and soil content. Environ Health Perspect 124:406–412
National Center for Health Statistics (NCHS) (2020) NHANES Tutorials. https://www.cdc.gov/nchs/nhanes/about_nhanes.htm. Accessed 20 Dec 2020
National Collaborating Centre for Mental Health (2010): National Institute for Health and Clinical Excellence: guidance, depression: the treatment and management of depression in adults (Updated Edition). British Psychological Society
Peiffer J, Cosnier F, Grova N, Nunge H, Salquèbre G, Decret MJ et al (2013) Neurobehavioral toxicity of a repeated exposure (14 days) to the airborne polycyclic aromatic hydrocarbon fluorene in adult Wistar male rats. PloS one 8:e71413
Penninx BW, Milaneschi Y, Lamers F, Vogelzangs N (2013) Understanding the somatic consequences of depression: biological mechanisms and the role of depression symptom profile. BMC Med 11:129
Perera FP, Tang D, Wang S, Vishnevetsky J, Zhang B, Diaz D et al (2012) Prenatal polycyclic aromatic hydrocarbon (PAH) exposure and child behavior at age 6–7 years. Environ Health Perspect 120:921–926
Romanoff LC, Li Z, Young KJ, Blakely NC 3rd, Patterson DG Jr, Sandau CD (2006) Automated solid-phase extraction method for measuring urinary polycyclic aromatic hydrocarbon metabolites in human biomonitoring using isotope-dilution gas chromatography high-resolution mass spectrometry. J Chromatogr B Analyt Technol Biomed Life Sci 835:47–54
Spitzer RL, Kroenke K, Williams JB (1999) Validation and utility of a self-report version of PRIME-MD: the PHQ primary care study. Primary Care Evaluation of Mental Disorders. Patient Health Questionnaire Jama 282:1737–1744
Stewart WF, Ricci JA, Chee E, Hahn SR, Morganstein D (2003) Cost of lost productive work time among US workers with depression. JAMA 289:3135–3144
Wang Y, Meng L, Pittman EN, Etheredge A, Hubbard K, Trinidad DA et al (2017) Quantification of urinary mono-hydroxylated metabolites of polycyclic aromatic hydrocarbons by on-line solid phase extraction-high performance liquid chromatography-tandem mass spectrometry. Anal Bioanal Chem 409:931–937
Wong JYY, Hu W, Downward GS, Seow WJ, Bassig BA, Ji BT et al (2017) Personal exposure to fine particulate matter and benzo[a]pyrene from indoor air pollution and leukocyte mitochondrial DNA copy number in rural China. Carcinogenesis 38:893–899
World Health Orgnization (WHO) (1996): Biological monitoring of chemical exposure in the Workplace Vol 1
World Health Organization (WHO) (2021) Depression. https://www.who.int/health-topics/depression#tab=tab_1. Accessed 15 April 2021
Yang P, Wang YX, Sun L, Chen YJ, Liu C, Huang LL et al (2017) Urinary metabolites of polycyclic aromatic hydrocarbons, sperm DNA damage and spermatozoa apoptosis. J Hazard Mater 329:241–248
Yokota S, Mizuo K, Moriya N, Oshio S, Sugawara I, Takeda K (2009) Effect of prenatal exposure to diesel exhaust on dopaminergic system in mice. Neurosci Lett 449:38–41
Zhang B, Liu L, Guo L, Guo S, Zhao X, Liu G et al (2021a) Telomere length mediates the association between polycyclic aromatic hydrocarbons exposure and abnormal glucose level among Chinese coke oven plant workers. Chemosphere 266:129111
Zhang L, Sun J, Zhang D (2021b) The relationship between urine polycyclic aromatic hydrocarbons and depressive symptoms in American adults. J Affect Disord 292:227–233
Zhou Y, Sun H, Xie J, Song Y, Liu Y, Huang X et al (2016) Urinary polycyclic aromatic hydrocarbon metabolites and altered lung function in Wuhan, China. Am J Respir Crit Care Med 193:835–846
Zhou Y, Liu Y, Sun H, Ma J, Xiao L, Cao L et al (2018) Associations of urinary polycyclic aromatic hydrocarbon metabolites with fractional exhaled nitric oxide and exhaled carbon monoxide: A cross-sectional study. The Science of the Total Environment 618:542–550
Funding
The study was supported by the Major Research Program of the National Natural Science Foundation of China (91843302) and the China Postdoctoral Science Foundation (2020M682425).
Author information
Authors and Affiliations
Contributions
X. F. and W. C. designed the research. X. F. conducted the research, analyzed the data, and wrote the paper. R. L., D. S., D. W., Y. G., W. Q., M. C., T. X., C. D., M. Z., and W. C. contributed to the acquisition, analysis, or interpretation of the data, and revised the manuscript for important intellectual content. W. C. has primary responsibility for final content and is the study guarantor. All authors read and approved the final manuscript. The corresponding author attests that all listed authors meet authorship criteria and that no others meeting the criteria have been omitted.
Corresponding author
Ethics declarations
Ethics approval and consent to participate
The National Health and Nutrition Examination Survey protocol was approved by the National Center for Health Statistics Ethics Review Board and written informed consent was obtained from all participants.
Consent for publication
Not applicable.
Conflict of interest
The authors declare no competing interests.
Disclaimer
The funder did not play any role in study design; in the collection, analysis, and interpretation of data; in the writing of the report; nor in the preparation, review, or approval of the manuscript.
Additional information
Communicated by Lotfi Aleya.
Publisher's note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
Table S1.
Limit of detection and rate of detection for each NHANES cycle.
Table S2. Sensitivity analyses of the associations between urinary polycyclic aromatic hydrocarbon metabolite and depression in US adults (n = 8626).
Table S3. Associations of depression with urinary ∑OH-PAHs and 1-OHNa stratified by selected characteristics in US adults in NHANES 2005–2016 (n = 9625).
Table S4. WQS index weights of urinary polycyclic aromatic hydrocarbon metabolites for depression in US adults in NHANES 2005–2016 (n = 9625).
Table S5. Sensitivity analyses of the associations between mixed urinary polycyclic aromatic hydrocarbon metabolites and depression in the WQS regression in US adults in NHANES 2005-2016 (n=8626)
Figure S1. Spearman correlation matrix of urinary polycyclic aromatic hydrocarbon metabolites in US adults in NHANES 2005–2016 (n = 9625). All correlations were statistically significant (P < 0.001). Abbreviation: 1-OHNa: 1-hydroxynaphthalene; 2-OHNa: 2-hydroxynaphthalene; 2-OHFlu: 2-hydroxyfluorene; 3-OHFlu: 3-hydroxyfluorene; 1-OHPh: 1-hydroxyphenanthrene; 2&3-OHPh: 2-hydroxyphenanthrene and 3-hydroxyphenanthrene; 1-OHP: 1-hydroxypyrene; ∑OH-PAHs: total polycyclic aromatic hydrocarbon metabolites
Supplementary file1 (DOCX 62 KB)
Rights and permissions
About this article
Cite this article
Feng, X., Liang, R., Shi, D. et al. Urinary polycyclic aromatic hydrocarbon metabolites and depression: a cross-sectional study of the National Health and Nutrition Examination Survey 2005–2016. Environ Sci Pollut Res 29, 39067–39076 (2022). https://doi.org/10.1007/s11356-021-18317-1
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11356-021-18317-1