A high-throughput method to characterize the gut bacteria growth upon engineered nanomaterial treatment
Human are increasingly exposed to various types of engineered nanomaterials (ENMs) via dietary ingestion of nano-enabled food products, but these ENMs' impact on the gut bacteria health is still poorly understood. Current efforts in understanding the impact of these ENMs are hampered by their o...
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sg-ntu-dr.10356-1549102022-01-14T05:05:36Z A high-throughput method to characterize the gut bacteria growth upon engineered nanomaterial treatment Yang, Qin Keerthisinghe, Tharushi Prabha Tan, Tiffany Rou Jie Cao, Xiaoqiong Setyawati, Magdiel Inggrid DeLoid, Glen Ng, Kee Woei Loo, Say Chye Joachim Demokritou, Philip Fang, Mingliang School of Civil and Environmental Engineering School of Materials Science and Engineering Lee Kong Chian School of Medicine (LKCMedicine) Nanyang Environment and Water Research Institute Singapore Phenome Centre Engineering::Environmental engineering Intestinal Epithelium Food Safety Human are increasingly exposed to various types of engineered nanomaterials (ENMs) via dietary ingestion of nano-enabled food products, but these ENMs' impact on the gut bacteria health is still poorly understood. Current efforts in understanding the impact of these ENMs are hampered by their optical interferences in conventional quantification and viability assays, such as optical density and whole cell fluorescence staining assays. Therefore, there is a need to develop a more reliable bacteria quantification method in the presence of ENMs to effectively screen the potential adverse effects arising from the exposure of increasing ENMs on human gut microbiome. In this study, we developed a DNA-based quantification (DBQ) method in a 96-well plate format. Post-spiking method was used to correct the interference from ENMs on the reading. We showed the applicability of this method for several types of ENMs, i.e., cellulose nanofiber (CNF), graphene oxide (GO), silicon dioxide (SiO2), and chitosan, both in pure bacterial culture and in vitro human gut microbiome community. The detection limit for the highest dosing of CNF, GO, SiO2, and chitosan ENMs was approximately 0.18, 0.19, 0.05, and 0.24 as OD600, respectively. The method was also validated by a dose response experiment of E. coli with chitosan in the course of 8 hr. We believe that this method has great potential to be used in screening the effect of ENMs on the growth of gut bacteria or any other in vitro models and normalization for metabolites or proteins analysis. Nanyang Technological University Support for the research reported, including assets and resources required for designing and performing experiments, data analysis, and interpretation, was provided by the Nanyang Technological University-Harvard T. H. Chan School of Public Health Initiative for Sustainable Nanotechnology (NTU-Harvard SusNano; NTU-HSPH 18001). The engineered nanomaterials used in the research presented in this publication were characterized and provided by the Engineered Nanomaterials Resource and Coordination Core established at Harvard T. H. Chan School of Public Health (NIH grant # U24ES026946) as part of the Nanotechnology Health Implications Research (NHIR) Consortium. The content is solely the responsibility of the authors and does not necessarily represent the official view of the National Institutes of Health. 2022-01-14T05:05:35Z 2022-01-14T05:05:35Z 2020 Journal Article Yang, Q., Keerthisinghe, T. P., Tan, T. R. J., Cao, X., Setyawati, M. I., DeLoid, G., Ng, K. W., Loo, S. C. J., Demokritou, P. & Fang, M. (2020). A high-throughput method to characterize the gut bacteria growth upon engineered nanomaterial treatment. Environmental Science: Nano, 7(10), 3155-3166. https://dx.doi.org/10.1039/d0en00568a 2051-8153 https://hdl.handle.net/10356/154910 10.1039/d0en00568a 33101690 2-s2.0-85093927457 10 7 3155 3166 en NTU-HSPH 18001 Environmental Science: Nano © The Royal Society of Chemistry 2020. All rights reserved. |
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Engineering::Environmental engineering Intestinal Epithelium Food Safety Yang, Qin Keerthisinghe, Tharushi Prabha Tan, Tiffany Rou Jie Cao, Xiaoqiong Setyawati, Magdiel Inggrid DeLoid, Glen Ng, Kee Woei Loo, Say Chye Joachim Demokritou, Philip Fang, Mingliang A high-throughput method to characterize the gut bacteria growth upon engineered nanomaterial treatment |
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Human are increasingly exposed to various types of engineered nanomaterials (ENMs) via dietary ingestion of nano-enabled food products, but these ENMs' impact on the gut bacteria health is still poorly understood. Current efforts in understanding the impact of these ENMs are hampered by their optical interferences in conventional quantification and viability assays, such as optical density and whole cell fluorescence staining assays. Therefore, there is a need to develop a more reliable bacteria quantification method in the presence of ENMs to effectively screen the potential adverse effects arising from the exposure of increasing ENMs on human gut microbiome. In this study, we developed a DNA-based quantification (DBQ) method in a 96-well plate format. Post-spiking method was used to correct the interference from ENMs on the reading. We showed the applicability of this method for several types of ENMs, i.e., cellulose nanofiber (CNF), graphene oxide (GO), silicon dioxide (SiO2), and chitosan, both in pure bacterial culture and in vitro human gut microbiome community. The detection limit for the highest dosing of CNF, GO, SiO2, and chitosan ENMs was approximately 0.18, 0.19, 0.05, and 0.24 as OD600, respectively. The method was also validated by a dose response experiment of E. coli with chitosan in the course of 8 hr. We believe that this method has great potential to be used in screening the effect of ENMs on the growth of gut bacteria or any other in vitro models and normalization for metabolites or proteins analysis. |
author2 |
School of Civil and Environmental Engineering |
author_facet |
School of Civil and Environmental Engineering Yang, Qin Keerthisinghe, Tharushi Prabha Tan, Tiffany Rou Jie Cao, Xiaoqiong Setyawati, Magdiel Inggrid DeLoid, Glen Ng, Kee Woei Loo, Say Chye Joachim Demokritou, Philip Fang, Mingliang |
format |
Article |
author |
Yang, Qin Keerthisinghe, Tharushi Prabha Tan, Tiffany Rou Jie Cao, Xiaoqiong Setyawati, Magdiel Inggrid DeLoid, Glen Ng, Kee Woei Loo, Say Chye Joachim Demokritou, Philip Fang, Mingliang |
author_sort |
Yang, Qin |
title |
A high-throughput method to characterize the gut bacteria growth upon engineered nanomaterial treatment |
title_short |
A high-throughput method to characterize the gut bacteria growth upon engineered nanomaterial treatment |
title_full |
A high-throughput method to characterize the gut bacteria growth upon engineered nanomaterial treatment |
title_fullStr |
A high-throughput method to characterize the gut bacteria growth upon engineered nanomaterial treatment |
title_full_unstemmed |
A high-throughput method to characterize the gut bacteria growth upon engineered nanomaterial treatment |
title_sort |
high-throughput method to characterize the gut bacteria growth upon engineered nanomaterial treatment |
publishDate |
2022 |
url |
https://hdl.handle.net/10356/154910 |
_version_ |
1722355294846058496 |