Literature DB >> 34385369

Spatial transcriptomics of planktonic and sessile bacterial populations at single-cell resolution.

Daniel Dar1,2, Nina Dar1, Long Cai3, Dianne K Newman3,2.   

Abstract

Capturing the heterogeneous phenotypes of microbial populations at relevant spatiotemporal scales is highly challenging. Here, we present par-seqFISH (parallel sequential fluorescence in situ hybridization), a transcriptome-imaging approach that records gene expression and spatial context within microscale assemblies at a single-cell and molecule resolution. We applied this approach to the opportunistic pathogen Pseudomonas aeruginosa, analyzing about 600,000 individuals across dozens of conditions in planktonic and biofilm cultures. We identified numerous metabolic- and virulence-related transcriptional states that emerged dynamically during planktonic growth, as well as highly spatially resolved metabolic heterogeneity in sessile populations. Our data reveal that distinct physiological states can coexist within the same biofilm just several micrometers away, underscoring the importance of the microenvironment. Our results illustrate the complex dynamics of microbial populations and present a new way of studying them at high resolution.
Copyright © 2021 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works.

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Year:  2021        PMID: 34385369      PMCID: PMC8454218          DOI: 10.1126/science.abi4882

Source DB:  PubMed          Journal:  Science        ISSN: 0036-8075            Impact factor:   63.714


  104 in total

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Authors:  Yang Liao; Gordon K Smyth; Wei Shi
Journal:  Bioinformatics       Date:  2013-11-13       Impact factor: 6.937

Review 2.  Pseudomonas aeruginosa twitching motility: type IV pili in action.

Authors:  Lori L Burrows
Journal:  Annu Rev Microbiol       Date:  2012-07-02       Impact factor: 15.500

3.  Microbial single-cell RNA sequencing by split-pool barcoding.

Authors:  Anna Kuchina; Leandra M Brettner; Luana Paleologu; Charles M Roco; Alexander B Rosenberg; Alberto Carignano; Ryan Kibler; Matthew Hirano; R William DePaolo; Georg Seelig
Journal:  Science       Date:  2020-12-17       Impact factor: 47.728

4.  Flagellar and twitching motility are necessary for Pseudomonas aeruginosa biofilm development.

Authors:  G A O'Toole; R Kolter
Journal:  Mol Microbiol       Date:  1998-10       Impact factor: 3.501

5.  Compensatory periplasmic nitrate reductase activity supports anaerobic growth of Pseudomonas aeruginosa PAO1 in the absence of membrane nitrate reductase.

Authors:  Nadine E Van Alst; Lani A Sherrill; Barbara H Iglewski; Constantine G Haidaris
Journal:  Can J Microbiol       Date:  2009-10       Impact factor: 2.419

6.  Heavy water and (15) N labelling with NanoSIMS analysis reveals growth rate-dependent metabolic heterogeneity in chemostats.

Authors:  Sebastian H Kopf; Shawn E McGlynn; Abigail Green-Saxena; Yunbin Guan; Dianne K Newman; Victoria J Orphan
Journal:  Environ Microbiol       Date:  2015-03-27       Impact factor: 5.491

7.  The single-nucleotide resolution transcriptome of Pseudomonas aeruginosa grown in body temperature.

Authors:  Omri Wurtzel; Deborah R Yoder-Himes; Kook Han; Ajai A Dandekar; Sarit Edelheit; E Peter Greenberg; Rotem Sorek; Stephen Lory
Journal:  PLoS Pathog       Date:  2012-09-27       Impact factor: 6.823

8.  Heterogeneity in surface sensing suggests a division of labor in Pseudomonas aeruginosa populations.

Authors:  Catherine R Armbruster; Calvin K Lee; Jessica Parker-Gilham; Jaime de Anda; Aiguo Xia; Kun Zhao; Keiji Murakami; Boo Shan Tseng; Lucas R Hoffman; Fan Jin; Caroline S Harwood; Gerard Cl Wong; Matthew R Parsek
Journal:  Elife       Date:  2019-06-10       Impact factor: 8.140

9.  The extra-cytoplasmic function sigma factor sigX modulates biofilm and virulence-related properties in Pseudomonas aeruginosa.

Authors:  Gwendoline Gicquel; Emeline Bouffartigues; Manjeet Bains; Virginie Oxaran; Thibaut Rosay; Olivier Lesouhaitier; Nathalie Connil; Alexis Bazire; Olivier Maillot; Magalie Bénard; Pierre Cornelis; Robert E W Hancock; Alain Dufour; Marc G J Feuilloley; Nicole Orange; Eric Déziel; Sylvie Chevalier
Journal:  PLoS One       Date:  2013-11-18       Impact factor: 3.240

10.  CdrA Interactions within the Pseudomonas aeruginosa Biofilm Matrix Safeguard It from Proteolysis and Promote Cellular Packing.

Authors:  Courtney Reichhardt; Cynthis Wong; Daniel Passos da Silva; Daniel J Wozniak; Matthew R Parsek
Journal:  MBio       Date:  2018-09-25       Impact factor: 7.867

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  28 in total

Review 1.  Bacterial transcription during growth arrest.

Authors:  Megan Bergkessel
Journal:  Transcription       Date:  2021-09-06

Review 2.  The emerging landscape of spatial profiling technologies.

Authors:  Jeffrey R Moffitt; Emma Lundberg; Holger Heyn
Journal:  Nat Rev Genet       Date:  2022-07-20       Impact factor: 59.581

Review 3.  The biofilm life cycle: expanding the conceptual model of biofilm formation.

Authors:  Karin Sauer; Paul Stoodley; Darla M Goeres; Luanne Hall-Stoodley; Mette Burmølle; Philip S Stewart; Thomas Bjarnsholt
Journal:  Nat Rev Microbiol       Date:  2022-08-03       Impact factor: 78.297

4.  Complex extracellular biology drives surface competition during colony expansion in Bacillus subtilis.

Authors:  Theresa Jautzus; Jordi van Gestel; Ákos T Kovács
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5.  Bacterial growth in multicellular aggregates leads to the emergence of complex life cycles.

Authors:  Julia A Schwartzman; Ali Ebrahimi; Grayson Chadwick; Yuya Sato; Benjamin R K Roller; Victoria J Orphan; Otto X Cordero
Journal:  Curr Biol       Date:  2022-06-30       Impact factor: 10.900

6.  Spatial transcriptomics of planktonic and sessile bacterial populations at single-cell resolution.

Authors:  Daniel Dar; Nina Dar; Long Cai; Dianne K Newman
Journal:  Science       Date:  2021-08-13       Impact factor: 63.714

7.  High-Level Expression of Cell-Surface Signaling System Hxu Enhances Pseudomonas aeruginosa Bloodstream Infection.

Authors:  Fan Yang; Yuchen Zhou; Peishan Chen; Zeqiong Cai; Zhuo Yue; Yongxin Jin; Zhihui Cheng; Weihui Wu; Liang Yang; Un-Hwan Ha; Fang Bai
Journal:  Infect Immun       Date:  2022-09-28       Impact factor: 3.609

Review 8.  Plant-microbe interactions in the rhizosphere via a circular metabolic economy.

Authors:  Elisa Korenblum; Hassan Massalha; Asaph Aharoni
Journal:  Plant Cell       Date:  2022-08-25       Impact factor: 12.085

9.  Visualization of mRNA Expression in Pseudomonas aeruginosa Aggregates Reveals Spatial Patterns of Fermentative and Denitrifying Metabolism.

Authors:  Jadzia Livingston; Melanie A Spero; Zachery R Lonergan; Dianne K Newman
Journal:  Appl Environ Microbiol       Date:  2022-05-19       Impact factor: 5.005

10.  Dynamic character displacement among a pair of bacterial phyllosphere commensals in situ.

Authors:  Lucas Hemmerle; Benjamin A Maier; Miriam Bortfeld-Miller; Birgitta Ryback; Christoph G Gäbelein; Martin Ackermann; Julia A Vorholt
Journal:  Nat Commun       Date:  2022-05-20       Impact factor: 17.694

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