The association of particulate matter PM2.5 and nitrogen oxides from ambient air pollution and mental health of children and young adults- a systematic review
Abstract
Introduction
The developing brain, especially vulnerable during neuroplastic phases, is influenced by environmental and genetic factors. Understanding the impacts of air pollution on children’s and young adults’ mental health is an emerging research field.
Content
This review systematically examines the adverse associations of ambient air pollutants on mental health. A database search using Scopus, EMBASE, Global Health, and PsycINFO included articles from 2013 onwards, following PRISMA guidelines. Of the 787 identified articles, 62 met the inclusion criteria. Quality was assessed using the EPHPP tool, and Best Evidence Synthesis (BES) evaluated the findings.
Summary
The review found 36 associations between ambient air pollutants and adverse mental health outcomes across seven life-course exposure periods. Strong evidence linked early-life PM2.5 and NO2 exposures to Autism Spectrum Disorder (ASD) and childhood exposures to Attention Deficit Hyperactivity Disorder (ADHD). Significant, though inconsistent, associations were found between air pollutants and cognitive impairments, anxiety, depression, self-harm, and other behavioral problems. The heterogeneity of exposure limits and lack of experimental studies hinder causal assessment.
Outlook
Compelling evidence links early-life and childhood exposure to PM2.5 and NO2 with ASD and ADHD. These findings highlight the need for public health policy changes and further research to explore these associations comprehensively.
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Research ethics: Not applicable.
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Informed consent: Not applicable.
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Author contributions: Dr Fatima A. Mazahir conceptualized and designed the study, designed the data collection instruments, collected data, performed quality assessment, carried out the initial analyses, drafted the initial manuscript, and critically reviewed and revised the manuscript. Ankita Shukla, collected data, performed quality assessment, carried out the initial analyses and critically reviewed and revised the manuscript. Dr Najwa A. Al Bastaki supervised the study, critically reviewed and revised the manuscript for important intellectual content. All authors have accepted responsibility for the entire content of this manuscript and approved its submission.
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Use of Large Language Models, AI and Machine Learning Tools: None declared.
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Conflict of interest: The authors state no conflict of interest.
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Research funding: None declared.
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Data availability: Not applicable.
| Database name: OVID embase. Search date: 08th August 2023 | ||
|---|---|---|
| S. No. | Search term | Hits |
| 1 | Exp nitrogen dioxide/or exp air pollution/or exp ambient air/or exp particulate matter/ | 264,882 |
| 2 | Air pollution.mp. [mp=title, abstract, heading word, drug trade name, original title, device manufacturer, drug manufacturer, device trade name, keyword heading word, floating subheading word, candidate term word] | 118,409 |
| 3 | Greenhouse gas*.mp. [mp=title, abstract, heading word, drug trade name, original title, device manufacturer, drug manufacturer, device trade name, keyword heading word, floating subheading word, candidate term word] | 19,913 |
| 4 | Particulate matter.mp. [mp=title, abstract, heading word, drug trade name, original title, device manufacturer, drug manufacturer, device trade name, keyword heading word, floating subheading word, candidate term word] | 78,377 |
| 5 | Nitrogen dioxide.mp. [mp=title, abstract, heading word, drug trade name, original title, device manufacturer, drug manufacturer, device trade name, keyword heading word, floating subheading word, candidate term word] | 20,155 |
| 6 | Exp mental health/or exp mental disease/ | 2,918,518 |
| 7 | Exp suicide/or exp suicide attempt/or exp suicidal behavior/or exp suicidal ideation/ | 133,262 |
| 8 | self?harm.mp. [mp=title, abstract, heading word, drug trade name, original title, device manufacturer, drug manufacturer, device trade name, keyword heading word, floating subheading word, candidate term word] | 327 |
| 9 | Exp child/ | 3,512,517 |
| 10 | Exp adolescent/or exp adolescence/ | 1,976,699 |
| 11 | Young people.mp. [mp=title, abstract, heading word, drug trade name, original title, device manufacturer, drug manufacturer, device trade name, keyword heading word, floating subheading word, candidate term word] | 52,856 |
| 12 | 1 or 2 or 3 or 4 or 5 | 289,986 |
| 13 | 6 or 7 or 8 | 2,918,537 |
| 14 | 9 or 10 or 11 | 4,499,279 |
| 15 | 12 and 13 and 14 | 1,311 |
| 16 | Limit 15 to English language | 1,243 |
| 17 | Limit 16 to human | 1,148 |
| 18 | Limit 17 to full text | 379 |
| 19 | Limit 18 to yr=“2013 – current” | 274 |
|
|
||
| Database name: OVID global health. Search date: 08th August 2023 | ||
| S. No. | Search term | Hits |
|
|
||
| 1 | Exp air pollution/or exp air pollutants/or exp factory fumes/or exp greenhouse effect/or exp nitrogen oxides/ | 61,374 |
| 2 | Air pollution.mp. | 34,525 |
| 3 | Greenhouse gas*.mp. or greenhouse gases.sh. or air pollutants.sh. | 25,247 |
| 4 | Particulate matter.mp. or exp particulate matter/ | 15,619 |
| 5 | Nitrogen dioxide.mp. or exp nitrogen dioxide/ | 4,385 |
| 6 | 1 or 2 or 3 or 4 or 5 | 65,522 |
| 7 | Exp mental health/or exp mental disorders/ | 116,118 |
| 8 | Exp autism/or autis*.mp. | 4,240 |
| 9 | Exp attention deficit hyperactivity disorder/or attention deficit hyperactivity disorder.mp. | 2,913 |
| 10 | Cognitive impairment.mp. | 7,478 |
| 11 | Behavioral disorders.mp. or behaviour disorders.sh. or mental disorders.sh. or behaviour problems.sh. or abnormal behaviour.sh. or mental health.sh. | 91,307 |
| 12 | Exp suicide/or exp suicidal ideation/ | 10,776 |
| 13 | self?harm.mp. | 8 |
| 14 | 7 or 8 or 9 or 10 or 11 or 12 or 13 | 130,210 |
| 15 | child.mp. or exp children/ | 407,927 |
| 16 | Exp adolescents/ | 82,992 |
| 17 | Young people.mp. or youth.sh. | 28,324 |
| 18 | 15 or 16 or 17 | 418,284 |
| 19 | 6 and 14 and 18 | 276 |
| 20 | Limit 19 to English language | 266 |
| 21 | Limit 20 to full text & cab full text | 91 |
| 22 | Limit 21 to yr=“2013 – current” | 80 |
|
|
||
| Database name: OVID PsychINFO. Search date: 08th August 2023 | ||
| S. No. | Search term | Hits |
|
|
||
| 1 | Exp pollution/or air pollution.mp. | 2,851 |
| 2 | Greenhouse gas*.mp. or greenhouse gases.sh. | 486 |
| 3 | Particulate matter.mp. or exp particulate matter/ | 535 |
| 4 | Nitrogen dioxide.mp. or exp nitrogen dioxide/ | 109 |
| 5 | 1 or 2 or 3 or 4 | 3,473 |
| 6 | Exp mental health/or exp mental disorders/ | 1,098,621 |
| 7 | Exp autism/or autis*.mp. | 70,050 |
| 8 | Exp attention deficit hyperactivity disorder/or attention deficit hyperactivity disorder.mp. | 31,006 |
| 9 | Cognitive impairment.mp. | 63,515 |
| 10 | Behavioral disorders.mp. or behaviour disorders.sh. or mental disorders.sh. or behaviour problems.sh. or abnormal behaviour.sh. or mental health.sh. | 181,137 |
| 11 | Exp suicide/or exp suicidal ideation/ | 40,362 |
| 12 | self?harm.mp. | 29 |
| 13 | 6 or 7 or 8 or 9 or 10 or 11 or 12 | 1,160,851 |
| 14 | child.mp. or exp children/ | 527,407 |
| 15 | Young people.mp. or youth.sh. | 35,856 |
| 16 | Exp adolescent development/or exp adolescent attitudes/or adolescen*.mp. [mp=title, abstract, heading word, table of contents, key concepts, original title, tests & measures, mesh word] | 522,653 |
| 17 | 14 or 15 or 16 | 894,121 |
| 18 | 5 and 13 and 17 | 76 |
| 19 | Limit 18 to English language | 74 |
| 20 | Limit 19 to (full text and human) | 23 |
| 21 | Limit 20 to yr=“2013 – current” | 14 |
|
|
||
| Database name: Scopus. Search date: 08th August 2023 | ||
| S. No. | Search term | Hits |
|
|
||
| 1 | (TITLE-ABS-KEY ( “air pollution”) OR TITLE-ABS-KEY (“air pollutants”) OR TITLE-ABS-KEY (greenhouse*) OR TITLE-ABS-KEY (“nitrogen oxides”) OR TITLE-ABS-KEY (“particulate matter”) AND TITLE-ABS-KEY (“mental health”) OR TITLE-ABS-KEY (“mental disorders”) OR TITLE-ABS-KEY (autis*) OR TITLE-ABS-KEY (“attention deficit hyperactivity disorder”) OR TITLE-ABS-KEY (“cognitive impairment”) OR TITLE-ABS-KEY (“behavioral disorder”) OR TITLE-ABS-KEY (“behavioural problems”) OR TITLE-ABS-KEY (suicide) OR TITLE-ABS-KEY (“suicidal ideation”) OR TITLE-ABS-KEY (“self harm”) AND TITLE-ABS-KEY (child) OR TITLE-ABS-KEY (children) OR TITLE-ABS-KEY (adolescen*) ) AND PUBYEAR>2012 AND (LIMIT-TO ( LANGUAGE, “English”) | 582 |
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Supplementary Material
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Articles in the same Issue
- Frontmatter
- Reviews
- The association of particulate matter PM2.5 and nitrogen oxides from ambient air pollution and mental health of children and young adults- a systematic review
- Plant endophytic bacteria reduce phthalates accumulation in soil-crop-body system: a review
- A review in analytical progress for house dust mite allergens
- Global research trends and emerging hotspots in acute high altitude illness: a bibliometric analysis and review (1937–2024)
- Sustainable materials and energy from pine needle waste – a review
- Interrelation between prenatal mercury-selenium exposure and glutathione gene polymorphism: impact on growth and development in children
- Connecting the dots: environmental pollution and Autism Spectrum Disorder
- Phthalates, bisphenols and per-and polyfluoroalkyl substances migration from food packaging into food: a systematic review
- Dietary intake of dioxins and cancer – where do we stand?
- Unfinished business: formaldehyde exposure from uniforms and the case for U.S. textile regulation
- A mini-review on the health risks associated with sodium p-perfluorous nonenoxybenzene sulfonate exposure
- Maternal exposure to particulate matter and nitrogen oxides during pregnancy and attention deficit hyperactivity disorder in offspring: a systematic review and meta-analysis
Articles in the same Issue
- Frontmatter
- Reviews
- The association of particulate matter PM2.5 and nitrogen oxides from ambient air pollution and mental health of children and young adults- a systematic review
- Plant endophytic bacteria reduce phthalates accumulation in soil-crop-body system: a review
- A review in analytical progress for house dust mite allergens
- Global research trends and emerging hotspots in acute high altitude illness: a bibliometric analysis and review (1937–2024)
- Sustainable materials and energy from pine needle waste – a review
- Interrelation between prenatal mercury-selenium exposure and glutathione gene polymorphism: impact on growth and development in children
- Connecting the dots: environmental pollution and Autism Spectrum Disorder
- Phthalates, bisphenols and per-and polyfluoroalkyl substances migration from food packaging into food: a systematic review
- Dietary intake of dioxins and cancer – where do we stand?
- Unfinished business: formaldehyde exposure from uniforms and the case for U.S. textile regulation
- A mini-review on the health risks associated with sodium p-perfluorous nonenoxybenzene sulfonate exposure
- Maternal exposure to particulate matter and nitrogen oxides during pregnancy and attention deficit hyperactivity disorder in offspring: a systematic review and meta-analysis