5 results on '"John Gladden"'
Search Results
2. Maximizing microbial bioproduction from sustainable carbon sources using iterative systems engineering
- Author
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Thomas Eng, Deepanwita Banerjee, Javier Menasalvas, Yan Chen, Jennifer Gin, Hemant Choudhary, Edward Baidoo, Jian Hua Chen, Axel Ekman, Ramu Kakumanu, Yuzhong Liu Diercks, Alex Codik, Carolyn Larabell, John Gladden, Blake A. Simmons, Jay D. Keasling, Christopher J. Petzold, and Aindrila Mukhopadhyay
- Subjects
CP: Microbiology ,Biology (General) ,QH301-705.5 - Abstract
Summary: Maximizing the production of heterologous biomolecules is a complex problem that can be addressed with a systems-level understanding of cellular metabolism and regulation. Specifically, growth-coupling approaches can increase product titers and yields and also enhance production rates. However, implementing these methods for non-canonical carbon streams is challenging due to gaps in metabolic models. Over four design-build-test-learn cycles, we rewire Pseudomonas putida KT2440 for growth-coupled production of indigoidine from para-coumarate. We explore 4,114 potential growth-coupling solutions and refine one design through laboratory evolution and ensemble data-driven methods. The final growth-coupled strain produces 7.3 g/L indigoidine at 77% maximum theoretical yield in para-coumarate minimal medium. The iterative use of growth-coupling designs and functional genomics with experimental validation was highly effective and agnostic to specific hosts, carbon streams, and final products and thus generalizable across many systems.
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- 2023
- Full Text
- View/download PDF
3. Transcriptome and metabolome integration in sugarcane through culm development
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Virginie Perlo, Agnelo Furtado, Frederik C. Botha, Gabriel R. A. Margarido, Katrina Hodgson‐Kratky, Hemant Choudhary, John Gladden, Blake Simmons, and Robert J. Henry
- Subjects
bioenergy ,metabolic pathways ,multi‐omics integration ,plant ,sugarcane development ,Agriculture ,Agriculture (General) ,S1-972 - Abstract
Abstract Sugarcane (Saccharum sp.) is a tropical and subtropical C4 plant with a high photosynthetic and carbon assimilation efficiency that stores sucrose. Culm biomass is also composed of bagasse fibre, a by‐product of the sugarcane industry. This high‐yielding grass, high in sucrose and lignocellulosic biomass, is considered an optimal feedstock as an alternative to fossil fuels and to produce a broad range of high‐value biomaterials. The ideal sugarcane production system would optimise the relative production of sugar and these new products. Multi‐omics correlation analysis was used to generate a global view of the essential metabolic pathways identifying critical genes involved in carbon partitioning during different stages of development. This research employed an unprecedented metabolic and transcriptomic dataset of 360 samples from a selection of 1440 culms of 24 genotypes at five different development stages. Chemical composition and metabolome analysis showed an increase through the culm development of lignin, sucrose, carbon, and amino acids such as aspartic acid, serine, alanine, methionine, threonine 3‐cyano‐L‐alanine, and citric acid. Transcriptome analysis revealed functionalities such as transcription, nucleotide transport and metabolism, and the biosynthesis of amino acids that are highly activated during the immature stage and highly down‐regulated during the most mature age.
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- 2022
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4. Lignin deconstruction by anaerobic fungi
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Thomas S. Lankiewicz, Hemant Choudhary, Yu Gao, Bashar Amer, Stephen P. Lillington, Patrick A. Leggieri, Jennifer L. Brown, Candice L. Swift, Anna Lipzen, Hyunsoo Na, Mojgan Amirebrahimi, Michael K. Theodorou, Edward E. K. Baidoo, Kerrie Barry, Igor V. Grigoriev, Vitaliy I. Timokhin, John Gladden, Seema Singh, Jenny C. Mortimer, John Ralph, Blake A. Simmons, Steven W. Singer, and Michelle A. O’Malley
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Microbiology (medical) ,Life on Land ,Immunology ,Fungi ,Cell Biology ,Applied Microbiology and Biotechnology ,Lignin ,Microbiology ,Climate Action ,Affordable and Clean Energy ,Medical Microbiology ,Genetics ,Biomass ,Anaerobiosis ,Cellulose - Abstract
Lignocellulose forms plant cell walls, and its three constituent polymers, cellulose, hemicellulose and lignin, represent the largest renewable organic carbon pool in the terrestrial biosphere. Insights into biological lignocellulose deconstruction inform understandings of global carbon sequestration dynamics and provide inspiration for biotechnologies seeking to address the current climate crisis by producing renewable chemicals from plant biomass. Organisms in diverse environments disassemble lignocellulose, and carbohydrate degradation processes are well defined, but biological lignin deconstruction is described only in aerobic systems. It is currently unclear whether anaerobic lignin deconstruction is impossible because of biochemical constraints or, alternatively, has not yet been measured. We applied whole cell-wall nuclear magnetic resonance, gel-permeation chromatography and transcriptome sequencing to interrogate the apparent paradox that anaerobic fungi (Neocallimastigomycetes), well-documented lignocellulose degradation specialists, are unable to modify lignin. We find that Neocallimastigomycetes anaerobically break chemical bonds in grass and hardwood lignins, and we further associate upregulated gene products with the observed lignocellulose deconstruction. These findings alter perceptions of lignin deconstruction by anaerobes and provide opportunities to advance decarbonization biotechnologies that depend on depolymerizing lignocellulose.
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- 2023
5. Ensemble and Iterative Engineering for Maximized Bioconversion to the Blue Pigment, Indigoidine from Non-Canonical Sustainable Carbon Sources
- Author
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Thomas T Eng, Deepanwita Banerjee, Javier Menasalvas, Yan Chen, Jennifer Gin, Hemant Choudhary, Edward Baidoo, Jian Hua Chen, Axel Ekman, Ramu Kakumanu, Yuzhong Liu Diercks, Alex Codik, Carolyn Larabell, John Gladden, Blake A Simmons, Jay D Keasling, Christopher J Petzold, and Aindrila Mukhopadhyay
- Abstract
While many heterologous molecules can be produced at trace concentrations via microbial bioconversion processes, maximizing their titers, rates, and yields from lignin-derived carbon streams remains challenging. Growth coupling can not only increase titers and yields but also shift the production period from stationary phase to growth phase. These methods for designing growth-coupling strains however require multi-gene edits for implementation which may be perceived as impractical. Here, we computationally evaluated 4,114 potential solutions for growth couplingpara-coumarate to indigoidine production and prototype two cut sets inPseudomonas putidaKT2440. We used adaptive laboratory evolution (ALE) on the initial triple deletion strain to restore growth onp-CA. Using X-ray tomography on this post-ALE strain we revealed increased cell density and decreased cell volume. Proteomics identified upregulated peroxidases that mitigate reactive oxygen species formation. Nine iterative stepwise modifications further informed by model-guided and rational approaches realized a growth coupled strain that produced 7.3 g/L indigoidine at 77% MTY inpara-coumarate minimal media. These ensemble strategies provide a blueprint for producing target molecules at high product titers, rates, and yields.
- Published
- 2023
- Full Text
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