Associations of smoking and air pollution with peripheral blood RNA N6-methyladenosine in the Beijing truck driver air pollution study
•Men that smoked had lower total peripheral blood RNA m6A levels than male nonsmokers.•Total blood RNA m6A was positively associated with 8-hour black carbon exposure.•Blood m6A reader, writer and eraser mRNA levels were not associated with exposures.•Global m6A levels were not correlated with reade...
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Published in | Environment international Vol. 144; p. 106021 |
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Main Authors | , , , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
Elsevier Ltd
01.11.2020
Elsevier |
Subjects | |
Online Access | Get full text |
ISSN | 0160-4120 1873-6750 1873-6750 |
DOI | 10.1016/j.envint.2020.106021 |
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Abstract | •Men that smoked had lower total peripheral blood RNA m6A levels than male nonsmokers.•Total blood RNA m6A was positively associated with 8-hour black carbon exposure.•Blood m6A reader, writer and eraser mRNA levels were not associated with exposures.•Global m6A levels were not correlated with reader, writer and eraser mRNA levels.
Post-transcriptional modifications of RNA constitute fundamental mechanisms of gene regulation. N6-methyladenosine (m6A) is critical for health and disease and is modulated by cellular stressors. However, associations between environmental exposures and m6A have not been studied in humans. We aimed to examine associations between tobacco smoking and particulate air pollution with m6A and mRNA expression levels of its reader, writer and eraser (RWE) genes in blood.
Using the Beijing Truck Driver Air Pollution Study, we investigated global m6A in RNA from peripheral blood collected from 106 human subjects in Beijing, China, in 2008. We measured m6A with nano-flow liquid chromatography-tandem mass spectrometry and investigated gene expression of six m6A RWEs with real-time-quantitative PCR. Using linear models, we examined associations with smoking status, pack-years, and smoking on day of visit in men, and with environmental tobacco smoke in nonsmokers. We also examined associations with ambient PM10 (particulate matter ≤ 10 µm in diameter), and personal black carbon (BC) and PM2.5 measured with a portable monitor.
Smoking in men was significantly associated with a relative 10.7% decrease in global m6A levels in comparison to nonsmokers (p = 0.02). In men, smoking greater than 3.8 pack-years was associated with a 14.9% lower m6A than in nonsmokers. BC exposure trended towards positive associations with m6A (5.95% per 10 μg/m3 increase in BC; 95% CI: −0.96, 13.3). Global m6A levels were not correlated with RWE gene expression levels. No associations were detected between smoking or air pollutants and m6A RWE gene expression.
m6A was negatively associated with long-term smoking, yet positively associated with short-term BC exposure. These results indicate variable m6A responses to environmental stressors, providing early evidence into the impacts of toxicants on RNA modifications and suggesting potential for m6A as a biomarker or mechanism in environmental health research. |
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AbstractList | Post-transcriptional modifications of RNA constitute fundamental mechanisms of gene regulation. N⁶-methyladenosine (m⁶A) is critical for health and disease and is modulated by cellular stressors. However, associations between environmental exposures and m⁶A have not been studied in humans. We aimed to examine associations between tobacco smoking and particulate air pollution with m⁶A and mRNA expression levels of its reader, writer and eraser (RWE) genes in blood. Using the Beijing Truck Driver Air Pollution Study, we investigated global m⁶A in RNA from peripheral blood collected from 106 human subjects in Beijing, China, in 2008. We measured m⁶A with nano-flow liquid chromatography-tandem mass spectrometry and investigated gene expression of six m⁶A RWEs with real-time-quantitative PCR. Using linear models, we examined associations with smoking status, pack-years, and smoking on day of visit in men, and with environmental tobacco smoke in nonsmokers. We also examined associations with ambient PM₁₀ (particulate matter ≤ 10 µm in diameter), and personal black carbon (BC) and PM₂.₅ measured with a portable monitor. Smoking in men was significantly associated with a relative 10.7% decrease in global m⁶A levels in comparison to nonsmokers (p = 0.02). In men, smoking greater than 3.8 pack-years was associated with a 14.9% lower m⁶A than in nonsmokers. BC exposure trended towards positive associations with m⁶A (5.95% per 10 μg/m³ increase in BC; 95% CI: −0.96, 13.3). Global m⁶A levels were not correlated with RWE gene expression levels. No associations were detected between smoking or air pollutants and m⁶A RWE gene expression. m⁶A was negatively associated with long-term smoking, yet positively associated with short-term BC exposure. These results indicate variable m⁶A responses to environmental stressors, providing early evidence into the impacts of toxicants on RNA modifications and suggesting potential for m⁶A as a biomarker or mechanism in environmental health research. •Men that smoked had lower total peripheral blood RNA m6A levels than male nonsmokers.•Total blood RNA m6A was positively associated with 8-hour black carbon exposure.•Blood m6A reader, writer and eraser mRNA levels were not associated with exposures.•Global m6A levels were not correlated with reader, writer and eraser mRNA levels. Post-transcriptional modifications of RNA constitute fundamental mechanisms of gene regulation. N6-methyladenosine (m6A) is critical for health and disease and is modulated by cellular stressors. However, associations between environmental exposures and m6A have not been studied in humans. We aimed to examine associations between tobacco smoking and particulate air pollution with m6A and mRNA expression levels of its reader, writer and eraser (RWE) genes in blood. Using the Beijing Truck Driver Air Pollution Study, we investigated global m6A in RNA from peripheral blood collected from 106 human subjects in Beijing, China, in 2008. We measured m6A with nano-flow liquid chromatography-tandem mass spectrometry and investigated gene expression of six m6A RWEs with real-time-quantitative PCR. Using linear models, we examined associations with smoking status, pack-years, and smoking on day of visit in men, and with environmental tobacco smoke in nonsmokers. We also examined associations with ambient PM10 (particulate matter ≤ 10 µm in diameter), and personal black carbon (BC) and PM2.5 measured with a portable monitor. Smoking in men was significantly associated with a relative 10.7% decrease in global m6A levels in comparison to nonsmokers (p = 0.02). In men, smoking greater than 3.8 pack-years was associated with a 14.9% lower m6A than in nonsmokers. BC exposure trended towards positive associations with m6A (5.95% per 10 μg/m3 increase in BC; 95% CI: −0.96, 13.3). Global m6A levels were not correlated with RWE gene expression levels. No associations were detected between smoking or air pollutants and m6A RWE gene expression. m6A was negatively associated with long-term smoking, yet positively associated with short-term BC exposure. These results indicate variable m6A responses to environmental stressors, providing early evidence into the impacts of toxicants on RNA modifications and suggesting potential for m6A as a biomarker or mechanism in environmental health research. Post-transcriptional modifications of RNA constitute fundamental mechanisms of gene regulation. N6-methyladenosine (m6A) is critical for health and disease and is modulated by cellular stressors. However, associations between environmental exposures and m6A have not been studied in humans. We aimed to examine associations between tobacco smoking and particulate air pollution with m6A and mRNA expression levels of its reader, writer and eraser (RWE) genes in blood.BACKGROUNDPost-transcriptional modifications of RNA constitute fundamental mechanisms of gene regulation. N6-methyladenosine (m6A) is critical for health and disease and is modulated by cellular stressors. However, associations between environmental exposures and m6A have not been studied in humans. We aimed to examine associations between tobacco smoking and particulate air pollution with m6A and mRNA expression levels of its reader, writer and eraser (RWE) genes in blood.Using the Beijing Truck Driver Air Pollution Study, we investigated global m6A in RNA from peripheral blood collected from 106 human subjects in Beijing, China, in 2008. We measured m6A with nano-flow liquid chromatography-tandem mass spectrometry and investigated gene expression of six m6A RWEs with real-time-quantitative PCR. Using linear models, we examined associations with smoking status, pack-years, and smoking on day of visit in men, and with environmental tobacco smoke in nonsmokers. We also examined associations with ambient PM10 (particulate matter ≤ 10 µm in diameter), and personal black carbon (BC) and PM2.5 measured with a portable monitor.METHODSUsing the Beijing Truck Driver Air Pollution Study, we investigated global m6A in RNA from peripheral blood collected from 106 human subjects in Beijing, China, in 2008. We measured m6A with nano-flow liquid chromatography-tandem mass spectrometry and investigated gene expression of six m6A RWEs with real-time-quantitative PCR. Using linear models, we examined associations with smoking status, pack-years, and smoking on day of visit in men, and with environmental tobacco smoke in nonsmokers. We also examined associations with ambient PM10 (particulate matter ≤ 10 µm in diameter), and personal black carbon (BC) and PM2.5 measured with a portable monitor.Smoking in men was significantly associated with a relative 10.7% decrease in global m6A levels in comparison to nonsmokers (p = 0.02). In men, smoking greater than 3.8 pack-years was associated with a 14.9% lower m6A than in nonsmokers. BC exposure trended towards positive associations with m6A (5.95% per 10 μg/m3 increase in BC; 95% CI: -0.96, 13.3). Global m6A levels were not correlated with RWE gene expression levels. No associations were detected between smoking or air pollutants and m6A RWE gene expression.RESULTSSmoking in men was significantly associated with a relative 10.7% decrease in global m6A levels in comparison to nonsmokers (p = 0.02). In men, smoking greater than 3.8 pack-years was associated with a 14.9% lower m6A than in nonsmokers. BC exposure trended towards positive associations with m6A (5.95% per 10 μg/m3 increase in BC; 95% CI: -0.96, 13.3). Global m6A levels were not correlated with RWE gene expression levels. No associations were detected between smoking or air pollutants and m6A RWE gene expression.m6A was negatively associated with long-term smoking, yet positively associated with short-term BC exposure. These results indicate variable m6A responses to environmental stressors, providing early evidence into the impacts of toxicants on RNA modifications and suggesting potential for m6A as a biomarker or mechanism in environmental health research.DISCUSSIONm6A was negatively associated with long-term smoking, yet positively associated with short-term BC exposure. These results indicate variable m6A responses to environmental stressors, providing early evidence into the impacts of toxicants on RNA modifications and suggesting potential for m6A as a biomarker or mechanism in environmental health research. Background: Post-transcriptional modifications of RNA constitute fundamental mechanisms of gene regulation. N6-methyladenosine (m6A) is critical for health and disease and is modulated by cellular stressors. However, associations between environmental exposures and m6A have not been studied in humans. We aimed to examine associations between tobacco smoking and particulate air pollution with m6A and mRNA expression levels of its reader, writer and eraser (RWE) genes in blood. Methods: Using the Beijing Truck Driver Air Pollution Study, we investigated global m6A in RNA from peripheral blood collected from 106 human subjects in Beijing, China, in 2008. We measured m6A with nano-flow liquid chromatography-tandem mass spectrometry and investigated gene expression of six m6A RWEs with real-time-quantitative PCR. Using linear models, we examined associations with smoking status, pack-years, and smoking on day of visit in men, and with environmental tobacco smoke in nonsmokers. We also examined associations with ambient PM10 (particulate matter ≤ 10 µm in diameter), and personal black carbon (BC) and PM2.5 measured with a portable monitor. Results: Smoking in men was significantly associated with a relative 10.7% decrease in global m6A levels in comparison to nonsmokers (p = 0.02). In men, smoking greater than 3.8 pack-years was associated with a 14.9% lower m6A than in nonsmokers. BC exposure trended towards positive associations with m6A (5.95% per 10 μg/m3 increase in BC; 95% CI: −0.96, 13.3). Global m6A levels were not correlated with RWE gene expression levels. No associations were detected between smoking or air pollutants and m6A RWE gene expression. Discussion: m6A was negatively associated with long-term smoking, yet positively associated with short-term BC exposure. These results indicate variable m6A responses to environmental stressors, providing early evidence into the impacts of toxicants on RNA modifications and suggesting potential for m6A as a biomarker or mechanism in environmental health research. |
ArticleNumber | 106021 |
Author | Gonzalez, Gwendolyn Hou, Lifang Schwartz, Joel Chang, Dou Kupsco, Allison Knox, Julia M. Baccarelli, Andrea A. Baker, Brennan H. Zheng, Yinan Wang, Yinsheng Wang, Sheng |
AuthorAffiliation | d Department of Occupational and Environmental Health, Peking University Health Science Center; Beijing, China c Department of Preventative Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA b Environmental Toxicology Graduate Program and Department of Chemistry, University of California, Riverside, California, USA a Department of Environmental Health Sciences, Columbia Mailman School of Public Health, New York, NY USA e Department of Safety Engineering, China Institute of Industrial Relations, Beijing, China f Department of Environmental Health, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA |
AuthorAffiliation_xml | – name: a Department of Environmental Health Sciences, Columbia Mailman School of Public Health, New York, NY USA – name: b Environmental Toxicology Graduate Program and Department of Chemistry, University of California, Riverside, California, USA – name: d Department of Occupational and Environmental Health, Peking University Health Science Center; Beijing, China – name: f Department of Environmental Health, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA – name: e Department of Safety Engineering, China Institute of Industrial Relations, Beijing, China – name: c Department of Preventative Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA |
Author_xml | – sequence: 1 givenname: Allison surname: Kupsco fullname: Kupsco, Allison email: ak4181@cumc.columbia.edu organization: Department of Environmental Health Sciences, Columbia Mailman School of Public Health, New York, NY, USA – sequence: 2 givenname: Gwendolyn surname: Gonzalez fullname: Gonzalez, Gwendolyn organization: Environmental Toxicology Graduate Program and Department of Chemistry, University of California, Riverside, CA, USA – sequence: 3 givenname: Brennan H. surname: Baker fullname: Baker, Brennan H. organization: Department of Environmental Health Sciences, Columbia Mailman School of Public Health, New York, NY, USA – sequence: 4 givenname: Julia M. surname: Knox fullname: Knox, Julia M. organization: Department of Environmental Health Sciences, Columbia Mailman School of Public Health, New York, NY, USA – sequence: 5 givenname: Yinan surname: Zheng fullname: Zheng, Yinan organization: Department of Preventative Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA – sequence: 6 givenname: Sheng surname: Wang fullname: Wang, Sheng organization: Department of Occupational and Environmental Health, Peking University Health Science Center; Beijing, China – sequence: 7 givenname: Dou surname: Chang fullname: Chang, Dou organization: Department of Safety Engineering, China Institute of Industrial Relations, Beijing, China – sequence: 8 givenname: Joel surname: Schwartz fullname: Schwartz, Joel organization: Department of Environmental Health, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA – sequence: 9 givenname: Lifang surname: Hou fullname: Hou, Lifang organization: Department of Preventative Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA – sequence: 10 givenname: Yinsheng surname: Wang fullname: Wang, Yinsheng organization: Environmental Toxicology Graduate Program and Department of Chemistry, University of California, Riverside, CA, USA – sequence: 11 givenname: Andrea A. surname: Baccarelli fullname: Baccarelli, Andrea A. organization: Department of Environmental Health Sciences, Columbia Mailman School of Public Health, New York, NY, USA |
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Keywords | FTO BC RWE YTHDF2 WTAP ETS METTL3 Cigarette smoking METTL14 ALKBH5 Epitranscriptomics Air pollution M6A N6-methyladenosine Black carbon PM |
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Snippet | •Men that smoked had lower total peripheral blood RNA m6A levels than male nonsmokers.•Total blood RNA m6A was positively associated with 8-hour black carbon... Post-transcriptional modifications of RNA constitute fundamental mechanisms of gene regulation. N6-methyladenosine (m6A) is critical for health and disease and... Post-transcriptional modifications of RNA constitute fundamental mechanisms of gene regulation. N⁶-methyladenosine (m⁶A) is critical for health and disease and... Background: Post-transcriptional modifications of RNA constitute fundamental mechanisms of gene regulation. N6-methyladenosine (m6A) is critical for health and... |
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SubjectTerms | air Air pollution biomarkers Black carbon blood carbon China Cigarette smoking environment environmental health Epitranscriptomics gene expression genes humans liquid chromatography M6A N6-methyladenosine particulates RNA second hand smoke tandem mass spectrometry tobacco toxic substances |
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Title | Associations of smoking and air pollution with peripheral blood RNA N6-methyladenosine in the Beijing truck driver air pollution study |
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