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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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 |
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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 |
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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. |
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School of Materials Science and Engineering |
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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 |
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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 |
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https://hdl.handle.net/10356/155050 |
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1739837456756244480 |