Literature DB >> 23881253

Real-time image processing for label-free enrichment of Actinobacteria cultivated in picolitre droplets.

Emerson Zang1, Susanne Brandes, Miguel Tovar, Karin Martin, Franziska Mech, Peter Horbert, Thomas Henkel, Marc Thilo Figge, Martin Roth.   

Abstract

The majority of today's antimicrobial therapeutics is derived from secondary metabolites produced by Actinobacteria. While it is generally assumed that less than 1% of Actinobacteria species from soil habitats have been cultivated so far, classic screening approaches fail to supply new substances, often due to limited throughput and frequent rediscovery of already known strains. To overcome these restrictions, we implement high-throughput cultivation of soil-derived Actinobacteria in microfluidic pL-droplets by generating more than 600,000 pure cultures per hour from a spore suspension that can subsequently be incubated for days to weeks. Moreover, we introduce triggered imaging with real-time image-based droplet classification as a novel universal method for pL-droplet sorting. Growth-dependent droplet sorting at frequencies above 100 Hz is performed for label-free enrichment and extraction of microcultures. The combination of both cultivation of Actinobacteria in pL-droplets and real-time detection of growing Actinobacteria has great potential in screening for yet unknown species as well as their undiscovered natural products.

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Year:  2013        PMID: 23881253     DOI: 10.1039/c3lc50572c

Source DB:  PubMed          Journal:  Lab Chip        ISSN: 1473-0189            Impact factor:   6.799


  21 in total

1.  Western Bats as a Reservoir of Novel Streptomyces Species with Antifungal Activity.

Authors:  Paris S Hamm; Nicole A Caimi; Diana E Northup; Ernest W Valdez; Debbie C Buecher; Christopher A Dunlap; David P Labeda; Shiloh Lueschow; Andrea Porras-Alfaro
Journal:  Appl Environ Microbiol       Date:  2017-02-15       Impact factor: 4.792

2.  Mixing characterization of binary-coalesced droplets in microchannels using deep neural network.

Authors:  A Arjun; R R Ajith; S Kumar Ranjith
Journal:  Biomicrofluidics       Date:  2020-06-04       Impact factor: 2.800

3.  Droplet Microfluidics for Microbial Biotechnology.

Authors:  Sundar Hengoju; Miguel Tovar; DeDe Kwun Wai Man; Stefanie Buchheim; Miriam A Rosenbaum
Journal:  Adv Biochem Eng Biotechnol       Date:  2022       Impact factor: 2.768

Review 4.  A microfluidic Braille valve platform for on-demand production, combinatorial screening and sorting of chemically distinct droplets.

Authors:  Ramesh Utharala; Anna Grab; Vida Vafaizadeh; Nicolas Peschke; Martine Ballinger; Denes Turei; Nadine Tuechler; Wenwei Ma; Olga Ivanova; Alejandro Gil Ortiz; Julio Saez-Rodriguez; Christoph A Merten
Journal:  Nat Protoc       Date:  2022-10-19       Impact factor: 17.021

5.  The need to innovate sample collection and library generation in microbial drug discovery: a focus on academia.

Authors:  Antonio Hernandez; Linh T Nguyen; Radhika Dhakal; Brian T Murphy
Journal:  Nat Prod Rep       Date:  2021-03-04       Impact factor: 13.423

Review 6.  Antibiotic drug discovery.

Authors:  Wolfgang Wohlleben; Yvonne Mast; Evi Stegmann; Nadine Ziemert
Journal:  Microb Biotechnol       Date:  2016-07-29       Impact factor: 5.813

7.  An on-chip imaging droplet-sorting system: a real-time shape recognition method to screen target cells in droplets with single cell resolution.

Authors:  Mathias Girault; Hyonchol Kim; Hisayuki Arakawa; Kenji Matsuura; Masao Odaka; Akihiro Hattori; Hideyuki Terazono; Kenji Yasuda
Journal:  Sci Rep       Date:  2017-01-06       Impact factor: 4.379

8.  3D-glass molds for facile production of complex droplet microfluidic chips.

Authors:  Miguel Tovar; Thomas Weber; Sundar Hengoju; Andrea Lovera; Anne-Sophie Munser; Oksana Shvydkiv; Martin Roth
Journal:  Biomicrofluidics       Date:  2018-04-03       Impact factor: 2.800

9.  Droplet-based high-throughput cultivation for accurate screening of antibiotic resistant gut microbes.

Authors:  William J Watterson; Melikhan Tanyeri; Andrea R Watson; Candace M Cham; Yue Shan; Eugene B Chang; A Murat Eren; Savaş Tay
Journal:  Elife       Date:  2020-06-17       Impact factor: 8.140

10.  Image-Based Single Cell Sorting Automation in Droplet Microfluidics.

Authors:  Muhsincan Sesen; Graeme Whyte
Journal:  Sci Rep       Date:  2020-05-26       Impact factor: 4.379

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