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High-throughput determination of dry mass of single bacterial cells by ultrathin membrane resonators

How bacteria are able to maintain their size remains an open question. Techniques that can measure the biomass (dry mass) of single cells with high precision and high-throughput are demanded to elucidate this question. Here, we present a technological approach that combines the transport, guiding an...

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Autores principales: Sanz-Jiménez, Adrián, Malvar, Oscar, Ruz, Jose J., García-López, Sergio, Kosaka, Priscila M., Gil-Santos, Eduardo, Cano, Álvaro, Papanastasiou, Dimitris, Kounadis, Diamantis, Mingorance, Jesús, Paulo, Álvaro San, Calleja, Montserrat, Tamayo, Javier
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9651879/
https://www.ncbi.nlm.nih.gov/pubmed/36369276
http://dx.doi.org/10.1038/s42003-022-04147-5
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author Sanz-Jiménez, Adrián
Malvar, Oscar
Ruz, Jose J.
García-López, Sergio
Kosaka, Priscila M.
Gil-Santos, Eduardo
Cano, Álvaro
Papanastasiou, Dimitris
Kounadis, Diamantis
Mingorance, Jesús
Paulo, Álvaro San
Calleja, Montserrat
Tamayo, Javier
author_facet Sanz-Jiménez, Adrián
Malvar, Oscar
Ruz, Jose J.
García-López, Sergio
Kosaka, Priscila M.
Gil-Santos, Eduardo
Cano, Álvaro
Papanastasiou, Dimitris
Kounadis, Diamantis
Mingorance, Jesús
Paulo, Álvaro San
Calleja, Montserrat
Tamayo, Javier
author_sort Sanz-Jiménez, Adrián
collection PubMed
description How bacteria are able to maintain their size remains an open question. Techniques that can measure the biomass (dry mass) of single cells with high precision and high-throughput are demanded to elucidate this question. Here, we present a technological approach that combines the transport, guiding and focusing of individual bacteria from solution to the surface of an ultrathin silicon nitride membrane resonator in vacuum. The resonance frequencies of the membrane undergo abrupt variations at the instants where single cells land on the membrane surface. The resonator design displays a quasi-symmetric rectangular shape with an extraordinary capture area of 0.14 mm(2), while maintaining a high mass resolution of 0.7 fg (1 fg = 10(−15 )g) to precisely resolve the dry mass of single cells. The small rectangularity of the membrane provides unprecedented frequency density of vibration modes that enables to retrieve the mass of individual cells with high accuracy by specially developed inverse problem theory. We apply this approach for profiling the dry mass distribution in Staphylococcus epidermidis and Escherichia coli cells. The technique allows the determination of the dry mass of single bacterial cells with an accuracy of about 1% at an unparalleled throughput of 20 cells/min. Finally, we revisit Koch & Schaechter model developed during 60 s to assess the intrinsic sources of stochasticity that originate cell size heterogeneity in steady-state populations. The results reveal the importance of mass resolution to correctly describe these mechanisms.
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spelling pubmed-96518792022-11-14 High-throughput determination of dry mass of single bacterial cells by ultrathin membrane resonators Sanz-Jiménez, Adrián Malvar, Oscar Ruz, Jose J. García-López, Sergio Kosaka, Priscila M. Gil-Santos, Eduardo Cano, Álvaro Papanastasiou, Dimitris Kounadis, Diamantis Mingorance, Jesús Paulo, Álvaro San Calleja, Montserrat Tamayo, Javier Commun Biol Article How bacteria are able to maintain their size remains an open question. Techniques that can measure the biomass (dry mass) of single cells with high precision and high-throughput are demanded to elucidate this question. Here, we present a technological approach that combines the transport, guiding and focusing of individual bacteria from solution to the surface of an ultrathin silicon nitride membrane resonator in vacuum. The resonance frequencies of the membrane undergo abrupt variations at the instants where single cells land on the membrane surface. The resonator design displays a quasi-symmetric rectangular shape with an extraordinary capture area of 0.14 mm(2), while maintaining a high mass resolution of 0.7 fg (1 fg = 10(−15 )g) to precisely resolve the dry mass of single cells. The small rectangularity of the membrane provides unprecedented frequency density of vibration modes that enables to retrieve the mass of individual cells with high accuracy by specially developed inverse problem theory. We apply this approach for profiling the dry mass distribution in Staphylococcus epidermidis and Escherichia coli cells. The technique allows the determination of the dry mass of single bacterial cells with an accuracy of about 1% at an unparalleled throughput of 20 cells/min. Finally, we revisit Koch & Schaechter model developed during 60 s to assess the intrinsic sources of stochasticity that originate cell size heterogeneity in steady-state populations. The results reveal the importance of mass resolution to correctly describe these mechanisms. Nature Publishing Group UK 2022-11-11 /pmc/articles/PMC9651879/ /pubmed/36369276 http://dx.doi.org/10.1038/s42003-022-04147-5 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Sanz-Jiménez, Adrián
Malvar, Oscar
Ruz, Jose J.
García-López, Sergio
Kosaka, Priscila M.
Gil-Santos, Eduardo
Cano, Álvaro
Papanastasiou, Dimitris
Kounadis, Diamantis
Mingorance, Jesús
Paulo, Álvaro San
Calleja, Montserrat
Tamayo, Javier
High-throughput determination of dry mass of single bacterial cells by ultrathin membrane resonators
title High-throughput determination of dry mass of single bacterial cells by ultrathin membrane resonators
title_full High-throughput determination of dry mass of single bacterial cells by ultrathin membrane resonators
title_fullStr High-throughput determination of dry mass of single bacterial cells by ultrathin membrane resonators
title_full_unstemmed High-throughput determination of dry mass of single bacterial cells by ultrathin membrane resonators
title_short High-throughput determination of dry mass of single bacterial cells by ultrathin membrane resonators
title_sort high-throughput determination of dry mass of single bacterial cells by ultrathin membrane resonators
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9651879/
https://www.ncbi.nlm.nih.gov/pubmed/36369276
http://dx.doi.org/10.1038/s42003-022-04147-5
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