@article{f781ac80c9d94c57bd281c5140c4dd1c,
title = "Single-cell massively-parallel multiplexed microbial sequencing (M3-seq) identifies rare bacterial populations and profiles phage infection",
abstract = "Bacterial populations are highly adaptive. They can respond to stress and survive in shifting environments. How the behaviours of individual bacteria vary during stress, however, is poorly understood. To identify and characterize rare bacterial subpopulations, technologies for single-cell transcriptional profiling have been developed. Existing approaches show some degree of limitation, for example, in terms of number of cells or transcripts that can be profiled. Due in part to these limitations, few conditions have been studied with these tools. Here we develop massively-parallel, multiplexed, microbial sequencing (M3-seq)—a single-cell RNA-sequencing platform for bacteria that pairs combinatorial cell indexing with post hoc rRNA depletion. We show that M3-seq can profile bacterial cells from different species under a range of conditions in single experiments. We then apply M3-seq to hundreds of thousands of cells, revealing rare populations and insights into bet-hedging associated with stress responses and characterizing phage infection.",
author = "Bruce Wang and Lin, {Aaron E.} and Jiayi Yuan and Novak, {Katherine E.} and Koch, {Matthias D.} and Wingreen, {Ned S.} and Britt Adamson and Zemer Gitai",
note = "Funding Information: We thank W. Wang and the Genomics Core Facility of the Lewis-Sigler Institute; the Adamson, Gitai and Wingreen labs for input, and Y. Pritykin and R. McNulty for critically reading and providing feedback on the manuscript; D. Simpson for the initial advice on the SciFi-seq system; B. Bratton for initial ideas on conditions to try; and R. Guest from the Silhavy lab for providing strains from the ASKA collection. This work was supported by the National Science Foundation (Center for the Physics of Biological Function, PHY-1734030 to N.S.W.; NSF MCB-2033020 to Z.G.), the NIH (R01 GM082938 to N.S.W.; NIH DP1AI124669 to Z.G.; the Princeton QCB training grant, NIH T32HG003284) and the German Research Foundation (Award Ko5239/1-1 to M.D.K). J.Y. was supported by a fellowship provided by the China Scholarship Council (CSC), based on the April 2015 Memorandum of Understanding between the CSC and Princeton University. A.E.L. was supported by the Damon Runyon Cancer Research Foundation Postdoctoral Fellowship (DRG-232-21). The plate and tubes from Figs. 3a and 2h were adapted from BioRender.com. Funding Information: We thank W. Wang and the Genomics Core Facility of the Lewis-Sigler Institute; the Adamson, Gitai and Wingreen labs for input, and Y. Pritykin and R. McNulty for critically reading and providing feedback on the manuscript; D. Simpson for the initial advice on the SciFi-seq system; B. Bratton for initial ideas on conditions to try; and R. Guest from the Silhavy lab for providing strains from the ASKA collection. This work was supported by the National Science Foundation (Center for the Physics of Biological Function, PHY-1734030 to N.S.W.; NSF MCB-2033020 to Z.G.), the NIH (R01 GM082938 to N.S.W.; NIH DP1AI124669 to Z.G.; the Princeton QCB training grant, NIH T32HG003284) and the German Research Foundation (Award Ko5239/1-1 to M.D.K). J.Y. was supported by a fellowship provided by the China Scholarship Council (CSC), based on the April 2015 Memorandum of Understanding between the CSC and Princeton University. A.E.L. was supported by the Damon Runyon Cancer Research Foundation Postdoctoral Fellowship (DRG-232-21). The plate and tubes from Figs. and were adapted from BioRender.com. Publisher Copyright: {\textcopyright} 2023, The Author(s).",
year = "2023",
month = oct,
doi = "10.1038/s41564-023-01462-3",
language = "English (US)",
volume = "8",
pages = "1846--1862",
journal = "Nature Microbiology",
issn = "2058-5276",
publisher = "Nature Publishing Group",
number = "10",
}