Pilot deep RNA sequencing of worker blood samples from Singapore printing industry for occupational risk assessment

Several engineered nanomaterials (ENMs) are used in toner-based printing equipment (TPE) including laser printers and photocopiers to improve toner performance. High concentration of airborne nanoparticles due to TPE emissions has been documented in copy centers and chamber studies. Recent animal in...

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Main Authors: Guo, Nancy Lan, Bello, Dhimiter, Ye, Qing, Tagett, Rebecca, Chanetsa, Lucia, Singh, Dilpreet, Poh, Tuang Yeow, Setyawati, Magdiel Inggrid, Chotirmall, Sanjay Haresh, Ng, Kee Woei, Demokritou, Philip
Other Authors: School of Materials Science and Engineering
Format: Article
Language:English
Published: 2022
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Online Access:https://hdl.handle.net/10356/155050
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1550502022-07-22T06:42:29Z Pilot deep RNA sequencing of worker blood samples from Singapore printing industry for occupational risk assessment Guo, Nancy Lan Bello, Dhimiter Ye, Qing Tagett, Rebecca Chanetsa, Lucia Singh, Dilpreet Poh, Tuang Yeow Setyawati, Magdiel Inggrid Chotirmall, Sanjay Haresh Ng, Kee Woei Demokritou, Philip School of Materials Science and Engineering Lee Kong Chian School of Medicine (LKCMedicine) Nanyang Environment and Water Research Institute Environmental Chemistry and Materials Centre Engineering::Nanotechnology Engineered Nanomaterials Toxicity Toner-Based Printing Equipment Disease Risks Inhalation Exposure Several engineered nanomaterials (ENMs) are used in toner-based printing equipment (TPE) including laser printers and photocopiers to improve toner performance. High concentration of airborne nanoparticles due to TPE emissions has been documented in copy centers and chamber studies. Recent animal inhalation studies by our group suggested exposure to laser printer-emitted nanoparticles (PEPs) increased cardiovascular risk by impairing ventricular performance and inducing hypertension and arrhythmia, consistent with global transcriptomic and metabolomic profiling results. There has been no genome-wide transcriptomic analysis of workers exposed to TPE emissions to systematically assess the occupational exposure health risks. In this pilot study, deep RNA sequencing of blood samples of workers in two printing companies in Singapore was performed. The genome-scale analysis of the blood samples from TPE exposed workers revealed perturbed transcriptional activities related to inflammatory and immune responses, metabolism, cardiovascular impairment, neurological diseases, oxidative stress, physical morphogenesis/deformation, and cancer, when compared with the control peers (office workers). Many of these disease risks associated with particle inhalation exposures in such work environments were consistent with the observation from the PEPs rat inhalation studies. In particular, the cell adhesion molecules (CAMs) was a top significantly perturbed pathway in blood samples from exposed workers compared with the office workers in both companies. The protein expression of sICAM was verified in plasma of exposed workers, showing a positive correlation with daily average nanoparticle concentration in indoor air measured in these two companies. Larger scale genomic and molecular epidemiology studies in copier operators are warranted in order to assess potential risks from such particulate matter exposures. Nanyang Technological University Published version This study was supported by Nanyang Technological University − Harvard School of Public Health Initiative for Sustainable Nanotechnology (NTU-Harvard SusNano; ref. No. NTUHSPH17001). 2022-02-03T07:13:32Z 2022-02-03T07:13:32Z 2020 Journal Article Guo, N. L., Bello, D., Ye, Q., Tagett, R., Chanetsa, L., Singh, D., Poh, T. Y., Setyawati, M. I., Chotirmall, S. H., Ng, K. W. & Demokritou, P. (2020). Pilot deep RNA sequencing of worker blood samples from Singapore printing industry for occupational risk assessment. NanoImpact, 19, 100248-. https://dx.doi.org/10.1016/j.impact.2020.100248 2452-0748 https://hdl.handle.net/10356/155050 10.1016/j.impact.2020.100248 33511305 2-s2.0-85089730770 19 100248 en NTU-HSPH17001 NanoImpact © 2020 The Author(s). Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/BY-NC-ND/4.0/). application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Nanotechnology
Engineered Nanomaterials
Toxicity
Toner-Based Printing Equipment
Disease Risks
Inhalation Exposure
spellingShingle Engineering::Nanotechnology
Engineered Nanomaterials
Toxicity
Toner-Based Printing Equipment
Disease Risks
Inhalation Exposure
Guo, Nancy Lan
Bello, Dhimiter
Ye, Qing
Tagett, Rebecca
Chanetsa, Lucia
Singh, Dilpreet
Poh, Tuang Yeow
Setyawati, Magdiel Inggrid
Chotirmall, Sanjay Haresh
Ng, Kee Woei
Demokritou, Philip
Pilot deep RNA sequencing of worker blood samples from Singapore printing industry for occupational risk assessment
description Several engineered nanomaterials (ENMs) are used in toner-based printing equipment (TPE) including laser printers and photocopiers to improve toner performance. High concentration of airborne nanoparticles due to TPE emissions has been documented in copy centers and chamber studies. Recent animal inhalation studies by our group suggested exposure to laser printer-emitted nanoparticles (PEPs) increased cardiovascular risk by impairing ventricular performance and inducing hypertension and arrhythmia, consistent with global transcriptomic and metabolomic profiling results. There has been no genome-wide transcriptomic analysis of workers exposed to TPE emissions to systematically assess the occupational exposure health risks. In this pilot study, deep RNA sequencing of blood samples of workers in two printing companies in Singapore was performed. The genome-scale analysis of the blood samples from TPE exposed workers revealed perturbed transcriptional activities related to inflammatory and immune responses, metabolism, cardiovascular impairment, neurological diseases, oxidative stress, physical morphogenesis/deformation, and cancer, when compared with the control peers (office workers). Many of these disease risks associated with particle inhalation exposures in such work environments were consistent with the observation from the PEPs rat inhalation studies. In particular, the cell adhesion molecules (CAMs) was a top significantly perturbed pathway in blood samples from exposed workers compared with the office workers in both companies. The protein expression of sICAM was verified in plasma of exposed workers, showing a positive correlation with daily average nanoparticle concentration in indoor air measured in these two companies. Larger scale genomic and molecular epidemiology studies in copier operators are warranted in order to assess potential risks from such particulate matter exposures.
author2 School of Materials Science and Engineering
author_facet School of Materials Science and Engineering
Guo, Nancy Lan
Bello, Dhimiter
Ye, Qing
Tagett, Rebecca
Chanetsa, Lucia
Singh, Dilpreet
Poh, Tuang Yeow
Setyawati, Magdiel Inggrid
Chotirmall, Sanjay Haresh
Ng, Kee Woei
Demokritou, Philip
format Article
author Guo, Nancy Lan
Bello, Dhimiter
Ye, Qing
Tagett, Rebecca
Chanetsa, Lucia
Singh, Dilpreet
Poh, Tuang Yeow
Setyawati, Magdiel Inggrid
Chotirmall, Sanjay Haresh
Ng, Kee Woei
Demokritou, Philip
author_sort Guo, Nancy Lan
title Pilot deep RNA sequencing of worker blood samples from Singapore printing industry for occupational risk assessment
title_short Pilot deep RNA sequencing of worker blood samples from Singapore printing industry for occupational risk assessment
title_full Pilot deep RNA sequencing of worker blood samples from Singapore printing industry for occupational risk assessment
title_fullStr Pilot deep RNA sequencing of worker blood samples from Singapore printing industry for occupational risk assessment
title_full_unstemmed Pilot deep RNA sequencing of worker blood samples from Singapore printing industry for occupational risk assessment
title_sort pilot deep rna sequencing of worker blood samples from singapore printing industry for occupational risk assessment
publishDate 2022
url https://hdl.handle.net/10356/155050
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