284 results on '"microbiome engineering"'
Search Results
2. Groundbreaking Technologies and the Biocontrol of Fungal Vascular Plant Pathogens.
- Author
-
Gómez-Lama Cabanás, Carmen and Mercado-Blanco, Jesús
- Subjects
- *
RNA interference , *SMALL interfering RNA , *PHYTOPATHOGENIC microorganisms , *TECHNOLOGICAL innovations , *BIOLOGICAL pest control agents - Abstract
This review delves into innovative technologies to improve the control of vascular fungal plant pathogens. It also briefly summarizes traditional biocontrol approaches to manage them, addressing their limitations and emphasizing the need to develop more sustainable and precise solutions. Powerful tools such as next-generation sequencing, meta-omics, and microbiome engineering allow for the targeted manipulation of microbial communities to enhance pathogen suppression. Microbiome-based approaches include the design of synthetic microbial consortia and the transplant of entire or customized soil/plant microbiomes, potentially offering more resilient and adaptable biocontrol strategies. Nanotechnology has also advanced significantly, providing methods for the targeted delivery of biological control agents (BCAs) or compounds derived from them through different nanoparticles (NPs), including bacteriogenic, mycogenic, phytogenic, phycogenic, and debris-derived ones acting as carriers. The use of biodegradable polymeric and non-polymeric eco-friendly NPs, which enable the controlled release of antifungal agents while minimizing environmental impact, is also explored. Furthermore, artificial intelligence and machine learning can revolutionize crop protection through early disease detection, the prediction of disease outbreaks, and precision in BCA treatments. Other technologies such as genome editing, RNA interference (RNAi), and functional peptides can enhance BCA efficacy against pathogenic fungi. Altogether, these technologies provide a comprehensive framework for sustainable and precise management of fungal vascular diseases, redefining pathogen biocontrol in modern agriculture. [ABSTRACT FROM AUTHOR]
- Published
- 2025
- Full Text
- View/download PDF
3. Moderate Phosphorus Addition to Field-Grown Bananas Enhanced Soil Microbial Enzyme Activities but Had Negligible Impacts on Bacterial, Fungal, and Nematode Diversity.
- Author
-
Clarke, Anna-Belle C., Lapis-Gaza, Hazel R., Irvine-Brown, Stuart, Lyons, Rebecca, Sun, Jiarui, Pattison, Anthony B., and Dennis, Paul G.
- Subjects
- *
MICROBIAL enzymes , *ACID phosphatase , *MICROBIAL diversity , *FRUIT yield , *BACTERIAL diversity , *BANANAS - Abstract
On commercial banana (Musa spp.) plantations, soils are often supplemented with phosphorus (P) fertiliser to optimise production. Such additions may influence the diversity and function of soil microbial communities, which play important roles in P cycling and affect plant fitness. Here, we characterised the effects of P addition on the diversity and function of banana-associated microbial communities. P addition was associated with significant increases in soil P and the activities of alpha-glucosidase, chitinase, arylsulphatase, and acid phosphatase, but not beta-glucosidase or xylosidase. P addition also expedited bunch emergence and harvest, but did not influence fruit yield, plant height, or foliar P. There were no significant effects of P addition on the alpha or beta diversity of bacterial, fungal, and nematode communities, including members of the core microbiome. The only exceptions to this was an increase in the relative abundance of a Fusarium population in roots. These results indicate that phosphorus application to banana soils may stimulate microbial enzyme activities with minor or negligible effects on microbial diversity. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
4. Persistence and Microbiome Modification in Rhizoctonia solani-Inoculated Rhizosphere Following Amendment with a Bacillus Biocontrol Agent
- Author
-
Maya Moshe, Omer Frenkel, Noa Sela, Chagai Davidovich, Hildah Amutuhaire, Ehud Banin, and Eddie Cytryn
- Subjects
biocontrol agent ,microbiome engineering ,rhizosphere competence ,soilborne pathogens ,Plant culture ,SB1-1110 ,Microbial ecology ,QR100-130 ,Plant ecology ,QK900-989 - Abstract
Bacterial biocontrol agents that antagonize soilborne pathogens are increasingly considered alternatives to chemical pesticides, but their in vivo efficacy is often inconsistent, restricting commercial use. The efficacy of a biocontrol agent can depend on rhizosphere competence and its interaction with native microbiomes, which can affect ecosystem functioning. This study investigated the capacity of a Bacillus cereus sensu lato biocontrol strain (S-25) to persist on roots and in the rhizosphere of cucumber and evaluated its impact on bacterial and fungal community composition in the rhizosphere in the absence and presence of Rhizoctonia solani, the causative agent of damping-off disease in young seedlings. Following amendment, S-25 abundance in the cucumber rhizosphere decreased by two orders of magnitude but remained relatively high for the duration of the experiment, in contrast to the root surface, where it was not detected. Amendment with S-25 significantly reduced the incidence of disease caused by R. solani without reducing the relative abundance of the fungal pathogen. Interestingly, R. solani did not substantially alter the rhizosphere microbial community, whereas S-25 reduced bacterial diversity and facilitated a shift in community composition, with increased relative abundance of Acidobacteriota and Actinomycetota, and reduced abundance of Pseudomonadota, Bacteroidota, and Verrucomicrobiota. Collectively, this study provides important insights into the mode of persistence of biocontrol agents and their effect on native microbiomes in the rhizosphere of pathogen-inoculated plants. It demonstrates that amendment can significantly alter local microbiomes and suggests that optimizing amendment regimes or selecting strains with higher rhizosphere competence can enhance future biocontrol agents.
- Published
- 2024
- Full Text
- View/download PDF
5. Meeting report of the seventh annual Tri-Service Microbiome Consortium Symposium
- Author
-
Zachary S. Liechty, Richard T. Agans, Robyn A. Barbato, Sophie M. Colston, Monica R. Christian, Rasha Hammamieh, Melissa R. Kardish, J. Philip Karl, Dagmar H. Leary, Camilla A. Mauzy, Ida Pantoja-Feliciano de Goodfellow, Kenneth Racicot, Jason W. Soares, Blake W. Stamps, Charles R. Sweet, Sara M. Tuck, Jordan A. Whitman, and Michael S. Goodson
- Subjects
Human Microbiome ,Environmental Microbiome ,Microbiome Engineering ,Model Microbiome Systems ,Military Microbiome ,Medicine ,Science - Abstract
Abstract The Tri-Service Microbiome Consortium (TSMC) was founded to enhance collaboration, coordination, and communication of microbiome research among DoD organizations and to facilitate resource, material and information sharing among consortium members, which includes collaborators in academia and industry. The 2023 annual symposium was a hybrid meeting held in Washington DC on 26–27 September 2023 concurrent with the virtual attendance, with oral and poster presentations and discussions centered on microbiome-related topics within five broad thematic areas: 1) Environmental Microbiome Characterization; 2) Microbiome Analysis; 3) Human Microbiome Characterization; 4) Microbiome Engineering; and 5) In Vitro and In Vivo Microbiome Models. Collectively, the symposium provided an update on the scope of current DoD and DoD-affiliated microbiome research efforts and fostered collaborative opportunities. This report summarizes the presentations and outcomes of the 7th annual TSMC symposium.
- Published
- 2024
- Full Text
- View/download PDF
6. Meeting report of the seventh annual Tri-Service Microbiome Consortium Symposium.
- Author
-
Liechty, Zachary S., Agans, Richard T., Barbato, Robyn A., Colston, Sophie M., Christian, Monica R., Hammamieh, Rasha, Kardish, Melissa R., Karl, J. Philip, Leary, Dagmar H., Mauzy, Camilla A., de Goodfellow, Ida Pantoja-Feliciano, Racicot, Kenneth, Soares, Jason W., Stamps, Blake W., Sweet, Charles R., Tuck, Sara M., Whitman, Jordan A., and Goodson, Michael S.
- Subjects
HUMAN microbiota ,MILITARY engineering ,POSTER presentations ,MILITARY miniatures ,CONSORTIA - Abstract
The Tri-Service Microbiome Consortium (TSMC) was founded to enhance collaboration, coordination, and communication of microbiome research among DoD organizations and to facilitate resource, material and information sharing among consortium members, which includes collaborators in academia and industry. The 2023 annual symposium was a hybrid meeting held in Washington DC on 26–27 September 2023 concurrent with the virtual attendance, with oral and poster presentations and discussions centered on microbiome-related topics within five broad thematic areas: 1) Environmental Microbiome Characterization; 2) Microbiome Analysis; 3) Human Microbiome Characterization; 4) Microbiome Engineering; and 5) In Vitro and In Vivo Microbiome Models. Collectively, the symposium provided an update on the scope of current DoD and DoD-affiliated microbiome research efforts and fostered collaborative opportunities. This report summarizes the presentations and outcomes of the 7th annual TSMC symposium. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
7. Assembly of functional microbial ecosystems: from molecular circuits to communities.
- Author
-
Wu, Shengbo, Zhou, Yongsheng, Dai, Lei, Yang, Aidong, and Qiao, Jianjun
- Subjects
- *
MICROBIAL communities , *GLOBAL optimization , *SYNTHETIC biology , *MICROBIAL ecology , *ECOSYSTEMS - Abstract
Microbes compete and cooperate with each other via a variety of chemicals and circuits. Recently, to decipher, simulate, or reconstruct microbial communities, many researches have been engaged in engineering microbiomes with bottom-up synthetic biology approaches for diverse applications. However, they have been separately focused on individual perspectives including genetic circuits, communications tools, microbiome engineering, or promising applications. The strategies for coordinating microbial ecosystems based on different regulation circuits have not been systematically summarized, which calls for a more comprehensive framework for the assembly of microbial communities. In this review, we summarize diverse cross-talk and orthogonal regulation modules for de novo bottom-up assembling functional microbial ecosystems, thus promoting further consortia-based applications. First, we review the cross-talk communication-based regulations among various microbial communities from intra-species and inter-species aspects. Then, orthogonal regulations are summarized at metabolites, transcription, translation, and post-translation levels, respectively. Furthermore, to give more details for better design and optimize various microbial ecosystems, we propose a more comprehensive design-build-test-learn procedure including function specification, chassis selection, interaction design, system build, performance test, modeling analysis, and global optimization. Finally, current challenges and opportunities are discussed for the further development and application of microbial ecosystems. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
8. Unlocking the potential of microbiome editing: A review of conjugation‐based delivery.
- Author
-
Dorado‐Morales, Pedro, Lambérioux, Morgan, and Mazel, Didier
- Subjects
- *
BACTERIAL genomes , *MICROORGANISM populations , *BACTERIAL population , *GENOME editing , *DRUG resistance in bacteria - Abstract
In recent decades, there has been a rapid increase in the prevalence of multidrug‐resistant pathogens, posing a challenge to modern antibiotic‐based medicine. This has highlighted the need for novel treatments that can specifically affect the target microorganism without disturbing other co‐inhabiting species, thus preventing the development of dysbiosis in treated patients. Moreover, there is a pressing demand for tools to effectively manipulate complex microbial populations. One of the approaches suggested to address both issues was to use conjugation as a tool to modify the microbiome by either editing the genome of specific bacterial species and/or the removal of certain taxonomic groups. Conjugation involves the transfer of DNA from one bacterium to another, which opens up the possibility of introducing, modifying or deleting specific genes in the recipient. In response to this proposal, there has been a significant increase in the number of studies using this method for gene delivery in bacterial populations. This MicroReview aims to provide a detailed overview on the use of conjugation for microbiome engineering, and at the same time, to initiate a discussion on the potential, limitations and possible future directions of this approach. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
9. Unveiling the rhizosphere microbiome of Dendrobium: mechanisms, microbial interactions, and implications for sustainable agriculture
- Author
-
Surendra Sarsaiya, Archana Jain, Ranjan Singh, Qihai Gong, Qin Wu, Jishuang Chen, and Jingshan Shi
- Subjects
Dendrobium ,rhizosphere microbiome ,plant-microbe interactions ,microbiome engineering ,sustainable agriculture ,Microbiology ,QR1-502 - Abstract
The rhizosphere microbiome plays a critical role in plant health and productivity by fostering beneficial microbial interactions that support nutrient cycling, stress tolerance, and disease suppression. In the context of Dendrobium, understanding its interactions is essential for optimizing cultivation and promoting sustainable agricultural practices. This review explores the rhizosphere microbiome of Dendrobium, focusing on the mechanisms and microbial interactions that contribute to plant health, stress tolerance, and growth and their implications for sustainable agriculture. This study highlights the diverse composition of microbial communities in the Dendrobium rhizosphere, including key bacteria (e.g., Pseudomonas fluorescens and Bacillus subtilis), fungi (e.g., Glomus spp.), and biocontrol agents (Trichoderma spp.), and discusses their roles in nutrient cycling, disease suppression, and plant growth promotion. This review emphasizes the significance of plant-microbe signaling, such as the production of flavonoids, phytohormones, and strigolactones, in shaping the microbial environment and enhancing plant resilience. Additionally, it addresses modern techniques for analyzing microbial communities, including metagenomics and next-generation sequencing, and their applications in advancing precision agriculture. Future research should focus on bridging knowledge gaps related to genotype-microbiome interactions, exploring emerging microbial consortia and enhancing the integration of microbiome management in precision agriculture systems to improve plant health and productivity.
- Published
- 2025
- Full Text
- View/download PDF
10. Taking the temperature of the United States public regarding microbiome engineering
- Author
-
Christopher Cummings, Kristen D. Landreville, and Jennifer Kuzma
- Subjects
microbiome engineering ,built environment ,survey ,risk ,public perception ,Public aspects of medicine ,RA1-1270 - Abstract
This paper presents the first representative survey of U.S. adults’ opinions on microbiome engineering within the built environment, revealing public awareness, perceived benefits and risks, and attitudes toward genetically engineered microbiomes. Using data from a cross-sectional survey of 1,000 nationally representative U.S. residents over 18 years of age, we examined demographic and cultural factors influencing public sentiment. Results indicate that younger generations report higher knowledge levels, optimism, and perceived benefits of microbiome engineering, while older generations exhibit more caution and concern about risks. Political affiliation, education level, and trust in science also shape public attitudes, with Democrats, college-educated individuals, and those with higher trust in science more likely to view microbiome engineering positively. Notably, nearly half of respondents across demographic groups remain uncertain about the technology’s benefits and risks, and a majority of participants support government oversight to ensure ethical and responsible development. These insights provide a foundation for policymakers and researchers to foster informed public engagement and guide responsible innovation in microbiome engineering for built environments.
- Published
- 2024
- Full Text
- View/download PDF
11. Drivers of stability and transience in composition-functioning links during serial propagation of litter-decomposing microbial communities.
- Author
-
Moore, Eric, Suazo, Dennis, Babilonia, Joany, Montoya, Kyana, Gallegos-Graves, La, Sevanto, Sanna, Dunbar, John, and Albright, Michaeline
- Subjects
bacteria ,carbon cycling ,fungi ,microbial interactions ,microbiome engineering ,serial propagations ,Soil Microbiology ,Reproducibility of Results ,Microbiota ,Plants ,Soil - Abstract
Biotic factors that influence the temporal stability of microbial community functioning are an emerging research focus for the control of natural and engineered systems. The discovery of common features within community ensembles that differ in functional stability over time is a starting point to explore biotic factors. We serially propagated a suite of soil microbial communities through five generations of 28-day microcosm incubations to examine microbial community compositional and functional stability during plant litter decomposition. Using dissolved organic carbon (DOC) abundance as a target function, we hypothesized that microbial diversity, compositional stability, and associated changes in interactions would explain the relative stability of the ecosystem function between generations. Communities with initially high DOC abundance tended to converge towards a low DOC phenotype within two generations, but across all microcosms, functional stability between generations was highly variable. By splitting communities into two cohorts based on their relative DOC functional stability, we found that compositional shifts, diversity, and interaction network complexity were associated with the stability of DOC abundance between generations. Further, our results showed that legacy effects were important in determining compositional and functional outcomes, and we identified taxa associated with high DOC abundance. In the context of litter decomposition, achieving functionally stable communities is required to utilize soil microbiomes to increase DOC abundance and long-term terrestrial DOC sequestration as one solution to reduce atmospheric carbon dioxide concentrations. Identifying factors that stabilize function for a community of interest may improve the success of microbiome engineering applications. IMPORTANCE Microbial community functioning can be highly dynamic over time. Identifying and understanding biotic factors that control functional stability is of significant interest for natural and engineered communities alike. Using plant litter-decomposing communities as a model system, this study examined the stability of ecosystem function over time following repeated community transfers. By identifying microbial community features that are associated with stable ecosystem functions, microbial communities can be manipulated in ways that promote the consistency and reliability of the desired function, improving outcomes and increasing the utility of microorganisms.
- Published
- 2023
12. Emerging methylation-based approaches in microbiome engineering
- Author
-
Changhee Won and Sung Sun Yim
- Subjects
Bacterial epigenetics ,Methylome ,Restriction-modification (R-M) systems ,DNA methyltransferases ,Microbiome engineering ,Biotechnology ,TP248.13-248.65 ,Fuel ,TP315-360 - Abstract
Abstract Bacterial epigenetics, particularly through DNA methylation, exerts significant influence over various biological processes such as DNA replication, uptake, and gene regulation in bacteria. In this review, we explore recent advances in characterizing bacterial epigenomes, accompanied by emerging strategies that harness bacterial epigenetics to elucidate and engineer diverse bacterial species with precision and effectiveness. Furthermore, we delve into the potential of epigenetic modifications to steer microbial functions and influence community dynamics, offering promising opportunities for understanding and modulating microbiomes. Additionally, we investigate the extensive diversity of DNA methyltransferases and emphasize their potential utility in the context of the human microbiome. In summary, this review highlights the potential of DNA methylation as a powerful toolkit for engineering microbiomes.
- Published
- 2024
- Full Text
- View/download PDF
13. Environmental microbiome engineering for the mitigation of climate change
- Author
-
Silverstein, Michael R, Segrè, Daniel, and Bhatnagar, Jennifer M
- Subjects
Microbiology ,Biological Sciences ,Biotechnology ,Microbiome ,Bioengineering ,Climate Action ,Ecosystem ,Bacteria ,Climate Change ,Microbiota ,Carbon ,bioinoculant ,climate change mitigation ,microbial inoculum ,microbiome engineering ,microbiome transplant ,Environmental Sciences ,Ecology ,Biological sciences ,Earth sciences ,Environmental sciences - Abstract
Environmental microbiome engineering is emerging as a potential avenue for climate change mitigation. In this process, microbial inocula are introduced to natural microbial communities to tune activities that regulate the long-term stabilization of carbon in ecosystems. In this review, we outline the process of environmental engineering and synthesize key considerations about ecosystem functions to target, means of sourcing microorganisms, strategies for designing microbial inocula, methods to deliver inocula, and the factors that enable inocula to establish within a resident community and modify an ecosystem function target. Recent work, enabled by high-throughput technologies and modeling approaches, indicate that microbial inocula designed from the top-down, particularly through directed evolution, may generally have a higher chance of establishing within existing microbial communities than other historical approaches to microbiome engineering. We address outstanding questions about the determinants of inocula establishment and provide suggestions for further research about the possibilities and challenges of environmental microbiome engineering as a tool to combat climate change.
- Published
- 2023
14. Serial cultures in invert emulsion and monophase systems for microbial community shaping and propagation
- Author
-
Dijamentiuk, Alexis, Mangavel, Cécile, Gapp, Chloé, Elfassy, Annelore, Revol-Junelles, Anne-Marie, and Borges, Frédéric
- Published
- 2024
- Full Text
- View/download PDF
15. Host genotype, soil composition, and geo-climatic factors shape the fonio seed microbiome
- Author
-
Tabassum, Naheed, Ahmed, Hanin Ibrahim, Parween, Sabiha, Sheikh, Arsheed H., Saad, Maged M., Krattinger, Simon G., and Hirt, Heribert
- Published
- 2024
- Full Text
- View/download PDF
16. Precise microbiome engineering using natural and synthetic bacteriophages targeting an artificial bacterial consortium.
- Author
-
Tomoki Tanaka, Ryoga Sugiyama, Yu Sato, Manami Kawaguchi, Kohsuke Honda, Hiroaki Iwaki, and Kenji Okano
- Subjects
BACTERIOPHAGES ,PSEUDOMONAS putida ,BACILLUS subtilis ,ENVIRONMENTAL sampling ,ENGINEERING ,ESCHERICHIA coli ,MICROBIAL growth - Abstract
In natural microbiomes, microorganisms interact with each other and exhibit diverse functions. Microbiome engineering, which enables bacterial knockdown, is a promising method to elucidate the functions of targeted bacteria in microbiomes. However, few methods to selectively kill target microorganisms in the microbiome without affecting the growth of nontarget microorganisms are available. In this study, we focused on the host-specific lytic ability of virulent phages and validated their potency for precise microbiome engineering. In an artificial microbiome consisting of Escherichia coli, Pseudomonas putida, Bacillus subtilis, and Lactiplantibacillus plantarum, the addition of bacteriophages infecting their respective host strains specifically reduced the number of these bacteria more than 102 orders. Remarkably, the reduction in target bacteria did not affect the growth of nontarget bacteria, indicating that bacteriophages were effective tools for precise microbiome engineering. Moreover, a virulent derivative of the phage was synthesized from prophage DNA in the genome of lysogen by in vivo DNA assembly and phage-rebooting techniques, and E. coli-targeted microbiome engineering was achieved. These results propose a novel approach for precise microbiome engineering using bacteriophages, in which virulent phages are synthesized from prophage DNA in lysogenic strains without isolating phages from environmental samples. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
17. Serial fermentation in milk generates functionally diverse community lineages with different degrees of structure stabilization
- Author
-
Chloé Gapp, Alexis Dijamentiuk, Cécile Mangavel, Cécile Callon, Sébastien Theil, Anne-Marie Revol-Junelles, Christophe Chassard, and Frédéric Borges
- Subjects
microbiome engineering ,community structure ,ecological trajectory ,serial propagation ,backslopping ,lactic acid bacteria ,Microbiology ,QR1-502 - Abstract
ABSTRACT Microbial communities offer considerable potential for tackling environmental challenges by improving the functioning of ecosystems. Top-down community engineering is a promising strategy that could be used to obtain communities of desired function. However, the ecological factors that control the balance between community shaping and propagation are not well understood. Dairy backslopping, which consists of using part of the previous production to inoculate a new one, can be used as a model engineering approach to investigate community dynamics during serial propagations. In this study, 26 raw milk samples were serially propagated 6 times each, giving rise to 26 community lineages. Bacterial community structures were analyzed by metabarcoding, and acidification was recorded by pH monitoring. The results revealed that different types of community lineages could be obtained in terms of taxonomic composition and dynamics. Five lineages reached a repeatable community structure in a few propagation steps, with little variation between the final generations, giving rise to stable acidification kinetics. Moreover, these stabilized communities presented a high variability of structure and diverse acidification properties between community lineages. Besides, the other lineages were characterized by different levels of dynamics leading to parallel or divergent trajectories. The functional properties and dynamics of the communities were mainly related to the relative abundance and the taxonomic composition of lactic acid bacteria within the communities. These findings highlight that short-term schemes of serial fermentation can produce communities with a wide range of dynamics and that the balance between community shaping and propagation is intimately linked to community structure.IMPORTANCEMicrobiome applications require approaches for shaping and propagating microbial communities. Shaping allows the selection of communities with desired taxonomic and functional properties, while propagation allows the production of the biomass required to inoculate the engineered communities in the target ecosystem. In top-down community engineering, where communities are obtained from a pool of mixed microorganisms by acting on environmental variables, a major challenge is to master the balance between shaping and propagation. However, the ecological factors that favor high dynamics of community structure and, conversely, those that favor stability during propagation are not well understood. In this work, short-term dairy backslopping was used to investigate the key role of the taxonomic composition and structure of bacterial communities on their dynamics. The results obtained open up interesting prospects for the biotechnological use of microbiomes, particularly in the field of dairy fermentation, to diversify approaches for injecting microbial biodiversity into cheesemaking processes.
- Published
- 2024
- Full Text
- View/download PDF
18. Editorial: Gut microbiome in black soldier fly (Hermetia illucens L.) larvae: symbiosis, function, and application
- Author
-
Jibin Zhang, Sen Yang, and Kashif ur Rehman
- Subjects
protein metabolism ,cellulose breakdown ,microbiome engineering ,nitrogen cycling ,substrate influence on microbiota ,Microbiology ,QR1-502 - Published
- 2024
- Full Text
- View/download PDF
19. Metabolic engineering for valorization of macroalgae biomass
- Author
-
Sasaki, Yusuke and Yoshikuni, Yasuo
- Subjects
Biological Sciences ,Industrial Biotechnology ,Biofuels ,Biomass ,Humans ,Metabolic Engineering ,Metabolic Networks and Pathways ,Seaweed ,Macroalgae ,Valorization ,Metabolic engineering ,Ulvan ,Carrageenan ,Agar ,Alginate ,Fucoidan ,Dynamic metabolic regulation ,Domestication of non -model bacteria ,Microbiome engineering ,Domestication of non-model bacteria ,Biotechnology ,Biochemistry and cell biology ,Industrial biotechnology - Abstract
Marine macroalgae have huge potential as feedstocks for production of a wide spectrum of chemicals used in biofuels, biomaterials, and bioactive compounds. Harnessing macroalgae in these ways could promote wellbeing for people while mitigating climate change and environmental destruction linked to use of fossil fuels. Microorganisms play pivotal roles in converting macroalgae into valuable products, and metabolic engineering technologies have been developed to extend their native capabilities. This review showcases current achievements in engineering the metabolisms of various microbial chassis to convert red, green, and brown macroalgae into bioproducts. Unique features of macroalgae, such as seasonal variation in carbohydrate content and salinity, provide the next challenges to advancing macroalgae-based biorefineries. Three emerging engineering strategies are discussed here: (1) designing dynamic control of metabolic pathways, (2) engineering strains of halophilic (salt-tolerant) microbes, and (3) developing microbial consortia for conversion. This review illuminates opportunities for future research communities by elucidating current approaches to engineering microbes so they can become cell factories for the utilization of macroalgae feedstocks.
- Published
- 2022
20. Plants and endophytes interaction: a 'secret wedlock' for sustainable biosynthesis of pharmaceutically important secondary metabolites
- Author
-
Poonam Kumari, Nikky Deepa, Prabodh Kumar Trivedi, Brajesh K. Singh, Vaibhav Srivastava, and Akanksha Singh
- Subjects
Core endomicrobiome ,Endophytes ,Medicinal plants ,Microbiome engineering ,Secondary Metabolites ,Microbiology ,QR1-502 - Abstract
Abstract Many plants possess immense pharmacological properties because of the presence of various therapeutic bioactive secondary metabolites that are of great importance in many pharmaceutical industries. Therefore, to strike a balance between meeting industry demands and conserving natural habitats, medicinal plants are being cultivated on a large scale. However, to enhance the yield and simultaneously manage the various pest infestations, agrochemicals are being routinely used that have a detrimental impact on the whole ecosystem, ranging from biodiversity loss to water pollution, soil degradation, nutrient imbalance and enormous health hazards to both consumers and agricultural workers. To address the challenges, biological eco-friendly alternatives are being looked upon with high hopes where endophytes pitch in as key players due to their tight association with the host plants. The intricate interplay between plants and endophytic microorganisms has emerged as a captivating subject of scientific investigation, with profound implications for the sustainable biosynthesis of pharmaceutically important secondary metabolites. This review delves into the hidden world of the "secret wedlock" between plants and endophytes, elucidating their multifaceted interactions that underpin the synthesis of bioactive compounds with medicinal significance in their plant hosts. Here, we briefly review endophytic diversity association with medicinal plants and highlight the potential role of core endomicrobiome. We also propose that successful implementation of in situ microbiome manipulation through high-end techniques can pave the way towards a more sustainable and pharmaceutically enriched future.
- Published
- 2023
- Full Text
- View/download PDF
21. Microbiome Engineering: A Promising Approach to Improve Coral Health
- Author
-
Jie Li, Qingsong Yang, Junde Dong, Michael Sweet, Ying Zhang, Cong Liu, Yanying Zhang, Xiaoyu Tang, Wenqian Zhang, and Si Zhang
- Subjects
Coral reef restoration ,Coral holobiont ,Beneficial microorganisms for corals ,Bleaching ,Microbiome engineering ,Engineering (General). Civil engineering (General) ,TA1-2040 - Abstract
The world’s coral reefs are threatened by the cumulative impacts of global climate change and local stressors. Driven largely by a desire to understand the interactions between corals and their symbiotic microorganisms, and to use this knowledge to eventually improve coral health, interest in coral microbiology and the coral microbiome has increased in recent years. In this review, we summarize the role of the coral microbiome in maintaining a healthy metaorganism by providing nutrients, support for growth and development, protection against pathogens, and mitigation of environmental stressors. We explore the concept of coral microbiome engineering, that is, precise and controlled manipulation of the coral microbiome to aid and enhance coral resilience and tolerance in the changing oceans. Although coral microbiome engineering is clearly in its infancy, several recent breakthroughs indicate that such engineering is an effective tool for restoration and preservation of these valuable ecosystems. To assist with identifying future research targets, we have reviewed the common principles of microbiome engineering and its applications in improving human health and agricultural productivity, drawing parallels to where coral microbiome engineering can advance in the not-too-distant future. Finally, we end by discussing the challenges faced by researchers and practitioners in the application of microbiome engineering in coral reefs and provide recommendations for future work.
- Published
- 2023
- Full Text
- View/download PDF
22. Subtractive modification of bacterial consortium using antisense peptide nucleic acids.
- Author
-
Tatsuya Hizume, Yu Sato, Hiroaki Iwaki, Kohsuke Honda, and Kenji Okano
- Subjects
ANTISENSE nucleic acids ,PEPTIDE nucleic acids ,PSEUDOMONAS putida ,ESCHERICHIA coli ,PSEUDOMONAS fluorescens ,MICROBIAL cells ,PEPTIDES - Abstract
Microbiome engineering is an emerging research field that aims to design an artificial microbiome and modulate its function. In particular, subtractive modification of the microbiome allows us to create an artificial microbiome without the microorganism of interest and to evaluate its functions and interactions with other constituent bacteria. However, few techniques that can specifically remove only a single species from a large number of microorganisms and can be applied universally to a variety of microorganisms have been developed. Antisense peptide nucleic acid (PNA) is a potent designable antimicrobial agent that can be delivered into microbial cells by conjugating with a cell-penetrating peptide (CPP). Here, we tested the efficacy of the conjugate of CPP and PNA (CPP-PNA) as microbiome modifiers. The addition of CPP-PNA specifically inhibited the growth of Escherichia coli and Pseudomonas putida in an artificial bacterial consortium comprising E. coli, P. putida, Pseudomonas fluorescens, and Lactiplantibacillus plantarum. Moreover, the growth inhibition of P. putida promoted the growth of P. fluorescens and inhibited the growth of L. plantarum. These results indicate that CPP-PNA can be used not only for precise microbiome engineering but also for analyzing the growth relationships among constituent microorganisms in the microbiome. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
23. Experimental evolution can enhance benefits of rhizobia to novel legume hosts
- Author
-
Quides, Kenjiro W, Weisberg, Alexandra J, Trinh, Jerry, Salaheldine, Fathi, Cardenas, Paola, Lee, Hsu-Han, Jariwala, Ruchi, Chang, Jeff H, and Sachs, Joel L
- Subjects
Microbiology ,Biological Sciences ,Fabaceae ,Lotus ,Nitrogen Fixation ,Rhizobium ,Root Nodules ,Plant ,Symbiosis ,Lotus japonicus ,experimental evolution ,microbiome engineering ,rhizobia ,mutualism ,symbiosis ,Agricultural and Veterinary Sciences ,Medical and Health Sciences ,Agricultural ,veterinary and food sciences ,Biological sciences ,Environmental sciences - Abstract
Legumes preferentially associate with and reward beneficial rhizobia in root nodules, but the processes by which rhizobia evolve to provide benefits to novel hosts remain poorly understood. Using cycles of in planta and in vitro evolution, we experimentally simulated lifestyles where rhizobia repeatedly interact with novel plant genotypes with which they initially provide negligible benefits. Using a full-factorial replicated design, we independently evolved two rhizobia strains in associations with each of two Lotus japonicus genotypes that vary in regulation of nodule formation. We evaluated phenotypic evolution of rhizobia by quantifying fitness, growth effects and histological features on hosts, and molecular evolution via genome resequencing. Rhizobia evolved enhanced host benefits and caused changes in nodule development in one of the four host-symbiont combinations, that appeared to be driven by reduced costs during symbiosis, rather than increased nitrogen fixation. Descendant populations included genetic changes that could alter rhizobial infection or proliferation in host tissues, but lack of evidence for fixation of these mutations weakens the results. Evolution of enhanced rhizobial benefits occurred only in a subset of experiments, suggesting a role for host-symbiont genotype interactions in mediating the evolution of enhanced benefits from symbionts.
- Published
- 2021
24. Rhizosphere microbiome engineering of Triticum aestivum L.
- Author
-
Shabana Wagi, Peer Schenk, Ambreen Ahmed, and Eladl Eltanahay
- Subjects
root associated microbiome ,proteobacteria ,Triticum aestivum L. ,microbiome engineering ,Agriculture (General) ,S1-972 - Abstract
ABSTRACT Root-associated microbiomes (RAMs) are complex microbial communities, essential for plant growth and development. The RAMs interact with the roots, maintain the root architecture, protect plants from a plethora of pathogens and biotic and abiotic stress and intensify nutrient uptake, i.e., improve plant growth and yield. A wide variety of microbial populations is usually found in the rhizosphere. Plant exudates also play a significant role in the establishment of rhizospheric microbial communities. This study deals with the approach of microbiome engineering to enhance the development of crops such as wheat. We focus on the idea of soil engineering to foster beneficial microbial communities that can improve plant growth effectively and reduce competition by gradually decreasing the number of pathogenic communities. This technique enables plants to thrive under adequate edaphic conditions. In the current study, the rhizosphere of Triticum aestivum L. was analyzed over four generations. Variations in the microbial diversity between batches one to four (B1-B4) were analyzed with regard to their capacity to improve plant growth. Microbial species richness in the rhizosphere microbiome of wheat was recorded in all investigated plant batches (B0 to B4). The major phyla across the four plant batches were Proteobacteria, Chloroflexi and Actinobacteria. Jaccard Similarity Coefficient indicated similarity between the batches B4-treated and B4-control. Taxonomic distances between the bacterial communities of Batches B0, B1 and B4 were the highest. Significant improvements in the growth parameters of plants treated with a microbiome-containing soil solution of the previous generation (batch) were recorded. Subsequently, their microbiome was also engineered, which facilitated plant growth effectively.
- Published
- 2023
- Full Text
- View/download PDF
25. Plants and endophytes interaction: a "secret wedlock" for sustainable biosynthesis of pharmaceutically important secondary metabolites.
- Author
-
Kumari, Poonam, Deepa, Nikky, Trivedi, Prabodh Kumar, Singh, Brajesh K., Srivastava, Vaibhav, and Singh, Akanksha
- Subjects
METABOLITES ,ENDOPHYTIC fungi ,ENDOPHYTES ,SOIL degradation ,ENVIRONMENTAL degradation ,BIOSYNTHESIS ,HOST plants - Abstract
Many plants possess immense pharmacological properties because of the presence of various therapeutic bioactive secondary metabolites that are of great importance in many pharmaceutical industries. Therefore, to strike a balance between meeting industry demands and conserving natural habitats, medicinal plants are being cultivated on a large scale. However, to enhance the yield and simultaneously manage the various pest infestations, agrochemicals are being routinely used that have a detrimental impact on the whole ecosystem, ranging from biodiversity loss to water pollution, soil degradation, nutrient imbalance and enormous health hazards to both consumers and agricultural workers. To address the challenges, biological eco-friendly alternatives are being looked upon with high hopes where endophytes pitch in as key players due to their tight association with the host plants. The intricate interplay between plants and endophytic microorganisms has emerged as a captivating subject of scientific investigation, with profound implications for the sustainable biosynthesis of pharmaceutically important secondary metabolites. This review delves into the hidden world of the "secret wedlock" between plants and endophytes, elucidating their multifaceted interactions that underpin the synthesis of bioactive compounds with medicinal significance in their plant hosts. Here, we briefly review endophytic diversity association with medicinal plants and highlight the potential role of core endomicrobiome. We also propose that successful implementation of in situ microbiome manipulation through high-end techniques can pave the way towards a more sustainable and pharmaceutically enriched future. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
26. Guided by the principles of microbiome engineering: Accomplishments and perspectives for environmental use
- Author
-
Haiyang Hu, Miaoxiao Wang, Yiqun Huang, Zhaoyong Xu, Ping Xu, Yong Nie, and Hongzhi Tang
- Subjects
bioremediation ,energy production ,environmental microbiology ,microbiome engineering ,Microbiology ,QR1-502 - Abstract
Abstract Although the accomplishments of microbiome engineering highlight its significance for the targeted manipulation of microbial communities, knowledge and technical gaps still limit the applications of microbiome engineering in biotechnology, especially for environmental use. Addressing the environmental challenges of refractory pollutants and fluctuating environmental conditions requires an adequate understanding of the theoretical achievements and practical applications of microbiome engineering. Here, we review recent cutting‐edge studies on microbiome engineering strategies and their classical applications in bioremediation. Moreover, a framework is summarized for combining both top‐down and bottom‐up approaches in microbiome engineering toward improved applications. A strategy to engineer microbiomes for environmental use, which avoids the build‐up of toxic intermediates that pose a risk to human health, is suggested. We anticipate that the highlighted framework and strategy will be beneficial for engineering microbiomes to address difficult environmental challenges such as degrading multiple refractory pollutants and sustain the performance of engineered microbiomes in situ with indigenous microorganisms under fluctuating conditions.
- Published
- 2022
- Full Text
- View/download PDF
27. How new generation techniques are shaping the future of environmental sciences.
- Author
-
Gruszecka-Kosowska, Agnieszka, Ampatzoglou, Antonios, Pineda-Pampliega, Javier, and Mihalache, Octavian Augustin
- Subjects
ENVIRONMENTAL sciences ,ENVIRONMENTAL research ,TWENTIETH century ,DRUG resistance in microorganisms ,PUBLIC health research - Abstract
This perspective highlights the role of new-generation analytical techniques in future applications in environmental sciences since the shift to the One Health research paradigm. It reviews the interactions between the compartments of One Health and indicates the current challenges in traditional environmental research. The term One Health was first used at the beginning of the 20th century, yet much is still needed for the cross-disciplinary research collaboration required in this approach. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
28. Meeting report of the sixth annual tri-service microbiome consortium symposium.
- Author
-
Pantoja-Feliciano De Goodfellow, Ida G., Agans, Richard, Barbato, Robyn, Colston, Sophie, Goodson, Michael S., Hammamieh, Rasha, Hentchel, Kristy, Jones, Robert, Karl, J. Philip, Kokoska, Robert, Leary, Dagmar H., Mauzy, Camilla, Racicot, Kenneth, Stamps, Blake W., Varaljay, Vanessa, and Soares, Jason W.
- Subjects
- *
CONSORTIA , *HUMAN microbiota , *CORPORATION reports , *CONFERENCES & conventions , *ENGINEERING mathematics , *HYBRID zones - Abstract
The Tri-Service Microbiome Consortium (TSMC) was founded to enhance collaboration, coordination, and communication of microbiome research among DoD organizations and to facilitate resource, material and information sharing amongst consortium members, which includes collaborators in academia and industry. The 6th Annual TSMC Symposium was a hybrid meeting held in Fairlee, Vermont on 27–28 September 2022 with presentations and discussions centered on microbiome-related topics within seven broad thematic areas: (1) Human Microbiomes: Stress Response; (2) Microbiome Analysis & Surveillance; (3) Human Microbiomes Enablers & Engineering; (4) Human Microbiomes: Countermeasures; (5) Human Microbiomes Discovery - Earth & Space; (6) Environmental Micro & Myco-biome; and (7) Environmental Microbiome Analysis & Engineering. Collectively, the symposium provided an update on the scope of current DoD microbiome research efforts, highlighted innovative research being done in academia and industry that can be leveraged by the DoD, and fostered collaborative opportunities. This report summarizes the activities and outcomes from the 6th annual TSMC symposium. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
29. Characterizing conjugative plasmids from an antibiotic-resistant dataset for use as broad-host delivery vectors.
- Author
-
Irizarry, Héctor G. Loyola and Brito, Ilana L.
- Subjects
PROTEIN stability ,HUMAN microbiota ,ERGONOMICS ,PLASMID genetics ,PLASMIDS ,GENOMES - Abstract
Human microbiome engineering is increasingly proposed as a way to modulate health outcomes. However, one of the current limitations to engineering microbial communities in situ is delivery of a genetic payload for introducing or modifying genes. Indeed, there is a need to identify novel broad-host delivery vectors for microbiome engineering. Therefore, in this study, we characterized conjugative plasmids from a publicly available dataset of antibiotic-resistant isolate genomes in order to identify potential broad-host vectors for further applications. From the 199 closed genomes available in the CDC & FDA AR Isolate Bank, we identified 439 plasmids, of which 126 were predicted to be mobilizable and 206 conjugative. Various characteristics of the conjugative plasmids, such as size, replication origin, conjugation machinery, host defense mechanisms, and plasmid stability proteins, were analyzed to determine these plasmids' potential host-range. Following this analysis, we clustered plasmid sequences and chose 22 unique, broad-host range plasmids that would be suitable for use as delivery vectors. This novel set of plasmids will provide a valuable resource for engineering microbial communities. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
30. The Microbial Connection to Sustainable Agriculture.
- Author
-
Nadarajah, Kalaivani and Abdul Rahman, Nur Sabrina Natasha
- Subjects
SUSTAINABLE communities ,AGRICULTURAL technology ,NUTRIENT cycles ,BIOLOGICAL pest control agents ,SOIL fertility ,SUSTAINABLE agriculture ,ECOSYSTEMS - Abstract
Microorganisms are an important element in modeling sustainable agriculture. Their role in soil fertility and health is crucial in maintaining plants' growth, development, and yield. Further, microorganisms impact agriculture negatively through disease and emerging diseases. Deciphering the extensive functionality and structural diversity within the plant–soil microbiome is necessary to effectively deploy these organisms in sustainable agriculture. Although both the plant and soil microbiome have been studied over the decades, the efficiency of translating the laboratory and greenhouse findings to the field is largely dependent on the ability of the inoculants or beneficial microorganisms to colonize the soil and maintain stability in the ecosystem. Further, the plant and its environment are two variables that influence the plant and soil microbiome's diversity and structure. Thus, in recent years, researchers have looked into microbiome engineering that would enable them to modify the microbial communities in order to increase the efficiency and effectiveness of the inoculants. The engineering of environments is believed to support resistance to biotic and abiotic stressors, plant fitness, and productivity. Population characterization is crucial in microbiome manipulation, as well as in the identification of potential biofertilizers and biocontrol agents. Next-generation sequencing approaches that identify both culturable and non-culturable microbes associated with the soil and plant microbiome have expanded our knowledge in this area. Additionally, genome editing and multidisciplinary omics methods have provided scientists with a framework to engineer dependable and sustainable microbial communities that support high yield, disease resistance, nutrient cycling, and management of stressors. In this review, we present an overview of the role of beneficial microbes in sustainable agriculture, microbiome engineering, translation of this technology to the field, and the main approaches used by laboratories worldwide to study the plant–soil microbiome. These initiatives are important to the advancement of green technologies in agriculture. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
31. Successive passaging of a plant-associated microbiome reveals robust habitat and host genotype-dependent selection
- Author
-
Morella, Norma M, Weng, Francis Cheng-Hsuan, Joubert, Pierre M, Metcalf, C Jessica E, Lindow, Steven, and Koskella, Britt
- Subjects
Agricultural ,Veterinary and Food Sciences ,Biological Sciences ,Ecology ,Microbiology ,Environmental Sciences ,Microbiome ,Genetics ,Adaptation ,Physiological ,Bacteria ,Genotype ,Solanum lycopersicum ,Microbiota ,Phylogeny ,RNA ,Ribosomal ,16S ,microbiome assembly ,microbiome selection ,microbiome engineering ,experimental evolution ,phyllosphere - Abstract
There is increasing interest in the plant microbiome as it relates to both plant health and agricultural sustainability. One key unanswered question is whether we can select for a plant microbiome that is robust after colonization of target hosts. We used a successive passaging experiment to address this question by selecting upon the tomato phyllosphere microbiome. Beginning with a diverse microbial community generated from field-grown tomato plants, we inoculated replicate plants across 5 plant genotypes for 4 45-d passages, sequencing the microbial community at each passage. We observed consistent shifts in both the bacterial (16S amplicon sequencing) and fungal (internal transcribed spacer region amplicon sequencing) communities across replicate lines over time, as well as a general loss of diversity over the course of the experiment, suggesting that much of the naturally observed microbial community in the phyllosphere is likely transient or poorly adapted within the experimental setting. We found that both host genotype and environment shape microbial composition, but the relative importance of genotype declines through time. Furthermore, using a community coalescence experiment, we found that the bacterial community from the end of the experiment was robust to invasion by the starting bacterial community. These results highlight that selecting for a stable microbiome that is well adapted to a particular host environment is indeed possible, emphasizing the great potential of this approach in agriculture and beyond. In light of the consistent response of the microbiome to selection in the absence of reciprocal host evolution (coevolution) described here, future studies should address how such adaptation influences host health.
- Published
- 2020
32. How new generation techniques are shaping the future of environmental sciences
- Author
-
Agnieszka Gruszecka-Kosowska, Antonios Ampatzoglou, Javier Pineda-Pampliega, and Octavian Augustin Mihalache
- Subjects
One Health ,environment ,bioremediation ,microbiome engineering ,antimicrobial resistance ,food safety ,Environmental technology. Sanitary engineering ,TD1-1066 - Abstract
This perspective highlights the role of new-generation analytical techniques in future applications in environmental sciences since the shift to the One Health research paradigm. It reviews the interactions between the compartments of One Health and indicates the current challenges in traditional environmental research. The term One Health was first used at the beginning of the 20th century, yet much is still needed for the cross-disciplinary research collaboration required in this approach.
- Published
- 2023
- Full Text
- View/download PDF
33. Microbiome Engineering Using Probiotic Yeast: Saccharomyces boulardii and the Secreted Human Lysozyme Lead to Changes in the Gut Microbiome and Metabolome of Mice
- Author
-
Jungyeon Kim, Christine Atkinson, Michael J. Miller, Kyoung Heon Kim, and Yong-Su Jin
- Subjects
Saccharomyces boulardii ,human lysozyme ,metabolic engineering ,metabolomics ,microbiome ,microbiome engineering ,Microbiology ,QR1-502 - Abstract
ABSTRACT The probiotic yeast Saccharomyces boulardii has great potential for use as a chassis for microbiome engineering because of its high resistance to environmental stress, well-developed genetic tools, and the ability to secrete recombinant proteins in the intestine. As oral feeding of lysozyme has been reported to change the gut microbiome and fecal metabolites, we engineered S. boulardii to secrete human lysozyme, and investigated the changes in the microbiome and fecal metabolites in response to the administration of the engineered probiotic yeast into mice. Administration of S. boulardii changed the structure of the gut microbiome by promoting the growth of clostridia and increasing the diversity of strains. The human lysozyme secreted by S. boulardii in the intestine resulted in a unique gut microbiome structure through selective growth. In addition, the administration of probiotic yeast S. boulardii affected host energy metabolism and decreased blood urea and fructose levels, suggesting a mechanism of health benefits in mice. IMPORTANCE Our study identified changes in the microbiome by administering wild-type S. boulardii in mice to healthy mice based on long-read sequencing and demonstrated that a recombinant protein secreted by engineered S. boulardii in the intestine could change the microbiome. Our results provide valuable information for the development of therapeutics using engineered S. boulardii that changes the gut microbiome and host physiology.
- Published
- 2023
- Full Text
- View/download PDF
34. Characterizing conjugative plasmids from an antibiotic-resistant dataset for use as broad-host delivery vectors
- Author
-
Héctor G. Loyola Irizarry and Ilana L. Brito
- Subjects
plasmids ,conjugation ,broad host-range (BHR) ,CDC & FDA AR Isolate Bank ,microbiome engineering ,Microbiology ,QR1-502 - Abstract
Human microbiome engineering is increasingly proposed as a way to modulate health outcomes. However, one of the current limitations to engineering microbial communities in situ is delivery of a genetic payload for introducing or modifying genes. Indeed, there is a need to identify novel broad-host delivery vectors for microbiome engineering. Therefore, in this study, we characterized conjugative plasmids from a publicly available dataset of antibiotic-resistant isolate genomes in order to identify potential broad-host vectors for further applications. From the 199 closed genomes available in the CDC & FDA AR Isolate Bank, we identified 439 plasmids, of which 126 were predicted to be mobilizable and 206 conjugative. Various characteristics of the conjugative plasmids, such as size, replication origin, conjugation machinery, host defense mechanisms, and plasmid stability proteins, were analyzed to determine these plasmids’ potential host-range. Following this analysis, we clustered plasmid sequences and chose 22 unique, broad-host range plasmids that would be suitable for use as delivery vectors. This novel set of plasmids will provide a valuable resource for engineering microbial communities.
- Published
- 2023
- Full Text
- View/download PDF
35. Drivers of stability and transience in composition-functioning links during serial propagation of litter-decomposing microbial communities
- Author
-
Eric R. Moore, Dennis Suazo, Joany Babilonia, Kyana N. Montoya, La Verne Gallegos-Graves, Sanna Sevanto, John Dunbar, and Michaeline B. N. Albright
- Subjects
bacteria ,carbon cycling ,fungi ,microbial interactions ,microbiome engineering ,serial propagations ,Microbiology ,QR1-502 - Abstract
ABSTRACT Biotic factors that influence the temporal stability of microbial community functioning are an emerging research focus for the control of natural and engineered systems. The discovery of common features within community ensembles that differ in functional stability over time is a starting point to explore biotic factors. We serially propagated a suite of soil microbial communities through five generations of 28-day microcosm incubations to examine microbial community compositional and functional stability during plant litter decomposition. Using dissolved organic carbon (DOC) abundance as a target function, we hypothesized that microbial diversity, compositional stability, and associated changes in interactions would explain the relative stability of the ecosystem function between generations. Communities with initially high DOC abundance tended to converge towards a “low DOC” phenotype within two generations, but across all microcosms, functional stability between generations was highly variable. By splitting communities into two cohorts based on their relative DOC functional stability, we found that compositional shifts, diversity, and interaction network complexity were associated with the stability of DOC abundance between generations. Further, our results showed that legacy effects were important in determining compositional and functional outcomes, and we identified taxa associated with high DOC abundance. In the context of litter decomposition, achieving functionally stable communities is required to utilize soil microbiomes to increase DOC abundance and long-term terrestrial DOC sequestration as one solution to reduce atmospheric carbon dioxide concentrations. Identifying factors that stabilize function for a community of interest may improve the success of microbiome engineering applications. IMPORTANCE Microbial community functioning can be highly dynamic over time. Identifying and understanding biotic factors that control functional stability is of significant interest for natural and engineered communities alike. Using plant litter–decomposing communities as a model system, this study examined the stability of ecosystem function over time following repeated community transfers. By identifying microbial community features that are associated with stable ecosystem functions, microbial communities can be manipulated in ways that promote the consistency and reliability of the desired function, improving outcomes and increasing the utility of microorganisms.
- Published
- 2023
- Full Text
- View/download PDF
36. Environmental effect of agriculture-related manufactured nano-objects on soil microbial communities
- Author
-
Ayesha Ahmed, Pengfei He, Pengbo He, Yixin Wu, Yueqiu He, and Shahzad Munir
- Subjects
Soil microbial communities ,Manufactured nano-objects ,Ecosystem ,Biotic interactions ,Microbiome engineering ,Environmental sciences ,GE1-350 - Abstract
Agriculture-related manufactured nano-objects (MNOs) can revolutionize the crop production and help to achieve sustainable development goals. MNOs with diverse physico-chemical properties and ability to encapsulate and deliver active ingredients in controlled, targeted and stimuli responsive manner can enhance the efficiency while minimizing collateral damage to non-target organisms and environment. Application of MNOs in the form of nanopesticides and nanofertilizers is known to affect soil microbial communities both positively and negatively, but detailed studies with varying dose, type and environmental conditions are scarce. Therefore, it is imperative to understand the complex mechanisms and factors which shape the MNOs-microbial interactions through integrating state of the art technologies including omics (transcriptomics, metabolomics, and proteomics), artificial intelligence, and statistical frameworks. Lastly, we propose the idea of MNOs-mediated manipulation of soil microbiome to modify the soil microbial communities for improved microbial services. These microbial services, if harnessed appropriately, can revolutionize modern agriculture and help in achieving sustainable development goals.
- Published
- 2023
- Full Text
- View/download PDF
37. The Use of Probiotics during Rearing of Hermetia illucens : Potential, Caveats, and Knowledge Gaps.
- Author
-
Gorrens, Ellen, Lecocq, Antoine, and De Smet, Jeroen
- Subjects
HERMETIA illucens ,INSECT communities ,EDIBLE insects ,DIGESTIVE organs - Abstract
Given the novelty of the industrial production of the edible insects sector, research has primarily focused on the zootechnical performances of black soldier fly larvae (BSFL) in response to different substrates and rearing conditions as a basis to optimize yield and quality. However recently, research has started to focus more on the associated microbes in the larval digestive system and their substrates and the effect of manipulating the composition of these communities on insect performance as a form of microbiome engineering. Here we present an overview of the existing literature on the use of microorganisms during rearing of the BSFL to optimize the productivity of this insect. These studies have had variable outcomes and potential explanations for this variation are offered to inspire future research that might lead to a better success rate for microbiome engineering in BSFL. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
38. Synthetic biology: On the development of genetic circuits and their potential applications in biosciences and biofuels.
- Author
-
Carlos Carrillo-Martínez, José, Díaz-Zaragoza, Mariana, Oceguera-Contreras, Edén, and Ortiz-Torres, Gerardo
- Subjects
- *
DEVELOPMENTAL biology , *BIOENGINEERING , *SYNTHETIC biology , *GREENHOUSE gases , *LIFE sciences , *BIOMASS energy , *FOSSIL fuels , *ENERGY industries - Abstract
Synthetic biology aims to develop cells with entirely new functions not found in nature. These functions are manifested through pathways created of genes from other microorganisms linked by molecular techniques such as Bio-Brick Assembly. Some of these linkages can adopt a Boolean behavior and generate what is known as a genetic circuit that is mainly composed of the functional parts of a gene (Promoter, RBS, ORF, Terminator). These interchangeable parts form what is called a Bio-Brick, which can act as a logical gateway by showing an excellent stability and the activation of genetic memory that can lasts after several generations. As a result of the different types of behavior that Bio-Bricks present, they are highly attractive for the industry because it would be enough to choose the best type of circuit for multiple applications both in the biomedical industry (cancer drugs, malaria, specific antibodies, microbiome engineering) or the energy industry in order to produce second-generation biofuels that can compete effectively with fossil fuels; it has also been discovered that due to its usefulness in different fields, it represents a solution to problems such as high greenhouse gas emissions or the current pandemic caused by the appearance of the SARS-CoV-2 virus. Key words: synthetic biology, genetic circuits, Bio-Brick, microbiome engineering, synthetic pathways, biofuel. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
39. Plant Microbiome Engineering: Hopes or Hypes.
- Author
-
Afridi, Muhammad Siddique, Ali, Sher, Salam, Abdul, César Terra, Willian, Hafeez, Aqsa, Sumaira, Ali, Baber, S. AlTami, Mona, Ameen, Fuad, Ercisli, Sezai, Marc, Romina Alina, Medeiros, Flavio H. V., and Karunakaran, Rohini
- Subjects
- *
PHYTOPATHOGENIC microorganisms , *PLANT productivity , *POTENTIAL barrier , *CHEMICAL composition of plants , *MICROBIAL diversity - Abstract
Simple Summary: Plant microbiome is a key determinant of plant health and productivity. Plant microbiome is an alternative untapped source that could be harnessed for plant health and productivity. Microbiome engineering aims to manipulate the microbiome toward a particular community that will enhance important plant functions. In this article, we review the plant microbiome composition, microbial diversity, complex plant microbiome interaction and major challenges that serve as bottlenecks and discourage the approaches of plant microbiome engineering. Rhizosphere microbiome is a dynamic and complex zone of microbial communities. This complex plant-associated microbial community, usually regarded as the plant's second genome, plays a crucial role in plant health. It is unquestioned that plant microbiome collectively contributes to plant growth and fitness. It also provides a safeguard from plant pathogens, and induces tolerance in the host against abiotic stressors. The revolution in omics, gene-editing and sequencing tools have somehow led to unravel the compositions and latent interactions between plants and microbes. Similarly, besides standard practices, many biotechnological, (bio)chemical and ecological methods have also been proposed. Such platforms have been solely dedicated to engineer the complex microbiome by untangling the potential barriers, and to achieve better agriculture output. Yet, several limitations, for example, the biological obstacles, abiotic constraints and molecular tools that capably impact plant microbiome engineering and functionality, remained unaddressed problems. In this review, we provide a holistic overview of plant microbiome composition, complexities, and major challenges in plant microbiome engineering. Then, we unearthed all inevitable abiotic factors that serve as bottlenecks by discouraging plant microbiome engineering and functionality. Lastly, by exploring the inherent role of micro/macrofauna, we propose economic and eco-friendly strategies that could be harnessed sustainably and biotechnologically for resilient plant microbiome engineering. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
40. Long-term effect of epigenetic modification in plant–microbe interactions: modification of DNA methylation induced by plant growth-promoting bacteria mediates promotion process
- Author
-
Chen Chen, Miao Wang, Jingzhi Zhu, Yongwei Tang, Hanchao Zhang, Qiming Zhao, Minyu Jing, Yahua Chen, Xihui Xu, Jiandong Jiang, and Zhenguo Shen
- Subjects
DNA methylation ,Epigenetic modification ,Microbiome engineering ,Microbiome–plant interaction ,Plant growth-promoting bacteria ,Rhizosphere microbiome ,Microbial ecology ,QR100-130 - Abstract
Abstract Background Soil microbiomes are considered a cornerstone of the next green revolution, and plant growth-promoting bacteria (PGPB) are critical for microbiome engineering. However, taking plant-beneficial microorganisms from discovery to agricultural application remains challenging, as the mechanisms underlying the interactions between beneficial strains and plants in native soils are still largely unknown. Increasing numbers of studies have indicated that strains introduced to manipulate microbiomes are usually eliminated in soils, while others have reported that application of PGPB as inocula significantly improves plant growth. This contradiction suggests the need for a deeper understanding of the mechanisms underlying microbe-induced growth promotion. Results We showed PGPB-induced long-term plant growth promotion after elimination of the PGPB inoculum in soils and explored the three-way interactions among the exogenous inoculum, indigenous microbiome, and plant, which were key elements of the plant growth-promoting process. We found the rhizosphere microbiome assembly was mainly driven by plant development and root recruitments greatly attenuated the influence of inocula on the rhizosphere microbiome. Neither changes in the rhizosphere microbiome nor colonization of inocula in roots was necessary for plant growth promotion. In roots, modification of DNA methylation in response to inoculation affects gene expression related to PGPB-induced growth promotion, and disruptions of the inoculation-induced DNA methylation patterns greatly weakened the plant growth promotion. Together, our results showed PGPB-induced DNA methylation modifications in roots mediated the promotion process and these modifications remained functional after elimination of the inoculum from the microbiome. Conclusion This study suggests a new mechanism in which PGPB affect DNA methylation in roots to promote plant growth, which provides important insights into microbiome–plant interactions and offers new strategies for plant microbiome engineering beyond the perspective of maintaining inoculum persistence in soils. Video abstract Graphical abstract
- Published
- 2022
- Full Text
- View/download PDF
41. Glutamic acid reshapes the plant microbiota to protect plants against pathogens
- Author
-
Da-Ran Kim, Chang-Wook Jeon, Gyeongjun Cho, Linda S. Thomashow, David M. Weller, Man-Jeong Paik, Yong Bok Lee, and Youn-Sig Kwak
- Subjects
Microbiome engineering ,Glutamic acid ,Streptomyces ,Phytobiome ,Microbial ecology ,QR100-130 - Abstract
Abstract Background Plants in nature interact with other species, among which are mutualistic microorganisms that affect plant health. The co-existence of microbial symbionts with the host contributes to host fitness in a natural context. In turn, the composition of the plant microbiota responds to the environment and the state of the host, raising the possibility that it can be engineered to benefit the plant. However, technology for engineering the structure of the plant microbiome is not yet available. Results The loss of diversity and reduction in population density of Streptomyces globisporus SP6C4, a core microbe, was observed coincident with the aging of strawberry plants. Here, we show that glutamic acid reshapes the plant microbial community and enriches populations of Streptomyces, a functional core microbe in the strawberry anthosphere. Similarly, in the tomato rhizosphere, treatment with glutamic acid increased the population sizes of Streptomyces as well as those of Bacillaceae and Burkholderiaceae. At the same time, diseases caused by species of Botrytis and Fusarium were significantly reduced in both habitats. We suggest that glutamic acid directly modulates the composition of the microbiome community. Conclusions Much is known about the structure of plant-associated microbial communities, but less is understood about how the community composition and complexity are controlled. Our results demonstrate that the intrinsic level of glutamic acid in planta is associated with the composition of the microbiota, which can be modulated by an external supply of a biostimulant. Video Abstract
- Published
- 2021
- Full Text
- View/download PDF
42. Poultry gut health – microbiome functions, environmental impacts, microbiome engineering and advancements in characterization technologies
- Author
-
Christiana Eleojo Aruwa, Charlene Pillay, Martin M. Nyaga, and Saheed Sabiu
- Subjects
Disease ,Environmental impacts ,Gut microbiome ,Microbiome engineering ,Poultry health ,Animal culture ,SF1-1100 ,Veterinary medicine ,SF600-1100 - Abstract
Abstract The gastrointestinal tract (GIT) health impacts animal productivity. The poultry microbiome has functions which range from protection against pathogens and nutrients production, to host immune system maturation. Fluctuations in the microbiome have also been linked to prevailing environmental conditions. Healthy poultry birds possess a natural resistance to infection. However, the exploration of environmental impacts and other relevant factors on poultry growth and health have been underplayed. Since good performance and growth rate are central to animal production, the host-microbiome relationship remains integral. Prior to the emergence of metagenomic techniques, conventional methods for poultry microbiome studies were used and were low-throughput and associated with insufficient genomic data and high cost of sequencing. Fortunately, the advent of high-throughput sequencing platforms have circumvented some of these shortfalls and paved the way for increased studies on the poultry gut microbiome diversity and functions. Here, we give an up-to-date review on the impact of varied environments on microbiome profile, as well as microbiome engineering and microbiome technology advancements. It is hoped that this paper will provide invaluable information that could guide and inspire further studies on the lingering pertinent questions about the poultry microbiome.
- Published
- 2021
- Full Text
- View/download PDF
43. Reactor microbiome enriches vegetable oil with n-caproate and n-caprylate for potential functionalized feed additive production via extractive lactate-based chain elongation
- Author
-
Carlos A. Contreras-Dávila, Norwin Zuidema, Cees J. N. Buisman, and David P. B. T. B. Strik
- Subjects
Reactor microbiomes ,Microbiome engineering ,Caproiciproducens ,Extractive chain elongation ,Medium-chain carboxylates ,Lactate ,Fuel ,TP315-360 ,Biotechnology ,TP248.13-248.65 - Abstract
Abstract Background Biotechnological processes for efficient resource recovery from residual materials rely on complex conversions carried out by reactor microbiomes. Chain elongation microbiomes produce valuable medium-chain carboxylates (MCC) that can be used as biobased starting materials in the chemical, agriculture and food industry. In this study, sunflower oil is used as an application-compatible solvent to accumulate microbially produced MCC during extractive lactate-based chain elongation. The MCC-enriched solvent is harvested as a potential novel product for direct application without further MCC purification, e.g., direct use for animal nutrition. Sunflower oil biocompatibility, in situ extraction performance and effects on chain elongation were evaluated in batch and continuous experiments. Microbial community composition and dynamics of continuous experiments were analyzed based on 16S rRNA gene sequencing data. Potential applications of MCC-enriched solvents along with future research directions are discussed. Results Sunflower oil showed high MCC extraction specificity and similar biocompatibility to oleyl alcohol in batch extractive fermentation of lactate and food waste. Continuous chain elongation microbiomes produced the MCC n-caproate (nC6) and n-caprylate (nC8) from l-lactate and acetate at pH 5.0 standing high undissociated n-caproic acid concentrations (3 g L−1). Extractive chain elongation with sunflower oil relieved apparent toxicity of MCC and production rates and selectivities reached maximum values of 5.16 ± 0.41 g nC6 L−1 d−1 (MCC: 11.5 g COD L−1 d−1) and 84 ± 5% (e− eq MCC per e− eq products), respectively. MCC were selectively enriched in sunflower oil to concentrations up to 72 g nC6 L−1 and 3 g nC8 L−1, equivalent to 8.3 wt% in MCC-enriched sunflower oil. Fermentation at pH 7.0 produced propionate and n-butyrate instead of MCC. Sunflower oil showed stable linoleic and oleic acids composition during extractive chain elongation regardless of pH conditions. Reactor microbiomes showed reduced diversity at pH 5.0 with MCC production linked to Caproiciproducens co-occurring with Clostridium tyrobutyricum, Clostridium luticellarii and Lactobacillus species. Abundant taxa at pH 7.0 were Anaerotignum, Lachnospiraceae and Sporoanaerobacter. Conclusions Sunflower oil is a suitable biobased solvent to selectively concentrate MCC. Extractive reactor microbiomes produced MCC with improved selectivity and production rate, while downstream processing complexity was reduced. Potential applications of MCC-enriched solvents may include feed, food and biofuels purposes.
- Published
- 2021
- Full Text
- View/download PDF
44. Modulating Gene Expression within a Microbiome Based on Computational Models.
- Author
-
Chitayat Levi, Liyam, Rippin, Ido, Ben Tulila, Moran, Galron, Rotem, and Tuller, Tamir
- Subjects
- *
GENE expression , *HORIZONTAL gene transfer , *DEVELOPMENTAL biology , *COMPUTATIONAL biology , *GENETIC engineering , *GENETIC variation - Abstract
Simple Summary: Development of computational biology methodologies has provided comprehensive understanding of the complexity of microbiomes, and the extensive ways in which they influence their environment. This has awakened a new research goal, aiming to not only understand the mechanisms in which microbiomes function, but to actively modulate and engineer them for various purposes. However, current microbiome engineering techniques are usually manually tailored for a specific system and neglect the different interactions between the new genetic information and the bacterial population, turning a blind eye to processes such as horizontal gene transfer, mutations, and other genetic alterations. In this work, we developed a generic computational method to automatically tune the expression of heterologous genes within a microbiome according to given preferences, to allow the functionality of the engineering process to propagate in longer periods of time. This goal was achieved by treating each part of the gene individually and considering long term fitness effects on the environment, providing computational and experimental evidence for this approach. Recent research in the field of bioinformatics and molecular biology has revealed the immense complexity and uniqueness of microbiomes, while also showcasing the impact of the symbiosis between a microbiome and its host or environment. A core property influencing this process is horizontal gene transfer between members of the bacterial community used to maintain genetic variation. The essential effect of this mechanism is the exposure of genetic information to a wide array of members of the community, creating an additional "layer" of information in the microbiome named the "plasmidome". From an engineering perspective, introduction of genetic information to an environment must be facilitated into chosen species which will be able to carry out the desired effect instead of competing and inhibiting it. Moreover, this process of information transfer imposes concerns for the biosafety of genetic engineering of microbiomes as exposure of genetic information into unwanted hosts can have unprecedented ecological impacts. Current technologies are usually experimentally developed for a specific host/environment, and only deal with the transformation process itself at best, ignoring the impact of horizontal gene transfer and gene-microbiome interactions that occur over larger periods of time in uncontrolled environments. The goal of this research was to design new microbiome-specific versions of engineered genetic information, providing an additional layer of compatibility to existing engineering techniques. The engineering framework is entirely computational and is agnostic to the selected microbiome or gene by reducing the problem into the following set up: microbiome species can be defined as wanted or unwanted hosts of the modification. Then, every element related to gene expression (e.g., promoters, coding regions, etc.) and regulation is individually examined and engineered by novel algorithms to provide the defined expression preferences. Additionally, the synergistic effect of the combination of engineered gene blocks facilitates robustness to random mutations that might occur over time. This method has been validated using both computational and experimental tools, stemming from the research done in the iGEM 2021 competition, by the TAU group. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
45. Microbiome engineering: engineered live biotherapeutic products for treating human disease
- Author
-
Jack W. Rutter, Linda Dekker, Kimberley A. Owen, and Chris P. Barnes
- Subjects
microbiota ,microbiome engineering ,human health ,clinical trials ,engineered bacteria ,Biotechnology ,TP248.13-248.65 - Abstract
The human microbiota is implicated in many disease states, including neurological disorders, cancer, and inflammatory diseases. This potentially huge impact on human health has prompted the development of microbiome engineering methods, which attempt to adapt the composition and function of the human host-microbiota system for a therapeutic purpose. One promising method is the use of engineered microorganisms that have been modified to perform a therapeutic function. The majority of these products have only been demonstrated in laboratory models; however, in recent years more concepts have reached the translational stage. This has led to an increase in the number of clinical trials, which are designed to assess the safety and efficacy of these treatments in humans. Within this review, we highlight the progress of some of these microbiome engineering clinical studies, with a focus on engineered live biotherapeutic products.
- Published
- 2022
- Full Text
- View/download PDF
46. Meeting report of the fourth annual Tri-Service Microbiome Consortium symposium
- Author
-
Michael S. Goodson, Robyn A. Barbato, J. Philip Karl, Karl Indest, Nancy Kelley-Loughnane, Robert Kokoska, Camilla Mauzy, Kenneth Racicot, Vanessa Varaljay, and Jason Soares
- Subjects
Microbiota ,Environmental microbiome ,Military ,Human performance ,Microbiome engineering ,Polymicrobial communities ,Environmental sciences ,GE1-350 ,Microbiology ,QR1-502 - Abstract
Abstract The Tri-Service Microbiome Consortium (TSMC) was founded to enhance collaboration, coordination, and communication of microbiome research among U.S. Department of Defense (DoD) organizations. The annual TSMC symposium is designed to enable information sharing between DoD scientists and leaders in the field of microbiome science, thereby keeping DoD consortium members informed of the latest advances within the microbiome community and facilitating the development of new collaborative research opportunities. The 2020 annual symposium was held virtually on 24–25 September 2020. Presentations and discussions centered on microbiome-related topics within four broad thematic areas: (1) Enabling Technologies; (2) Microbiome for Health and Performance; (3) Environmental Microbiome; and (4) Microbiome Analysis and Discovery. This report summarizes the presentations and outcomes of the 4th annual TSMC symposium.
- Published
- 2021
- Full Text
- View/download PDF
47. The Microbial Connection to Sustainable Agriculture
- Author
-
Kalaivani Nadarajah and Nur Sabrina Natasha Abdul Rahman
- Subjects
microbiome ,biofertilizer ,biocontrols ,beneficial organisms ,microbiome engineering ,multidisciplinary omics technologies ,Botany ,QK1-989 - Abstract
Microorganisms are an important element in modeling sustainable agriculture. Their role in soil fertility and health is crucial in maintaining plants’ growth, development, and yield. Further, microorganisms impact agriculture negatively through disease and emerging diseases. Deciphering the extensive functionality and structural diversity within the plant–soil microbiome is necessary to effectively deploy these organisms in sustainable agriculture. Although both the plant and soil microbiome have been studied over the decades, the efficiency of translating the laboratory and greenhouse findings to the field is largely dependent on the ability of the inoculants or beneficial microorganisms to colonize the soil and maintain stability in the ecosystem. Further, the plant and its environment are two variables that influence the plant and soil microbiome’s diversity and structure. Thus, in recent years, researchers have looked into microbiome engineering that would enable them to modify the microbial communities in order to increase the efficiency and effectiveness of the inoculants. The engineering of environments is believed to support resistance to biotic and abiotic stressors, plant fitness, and productivity. Population characterization is crucial in microbiome manipulation, as well as in the identification of potential biofertilizers and biocontrol agents. Next-generation sequencing approaches that identify both culturable and non-culturable microbes associated with the soil and plant microbiome have expanded our knowledge in this area. Additionally, genome editing and multidisciplinary omics methods have provided scientists with a framework to engineer dependable and sustainable microbial communities that support high yield, disease resistance, nutrient cycling, and management of stressors. In this review, we present an overview of the role of beneficial microbes in sustainable agriculture, microbiome engineering, translation of this technology to the field, and the main approaches used by laboratories worldwide to study the plant–soil microbiome. These initiatives are important to the advancement of green technologies in agriculture.
- Published
- 2023
- Full Text
- View/download PDF
48. Recurrent neural networks enable design of multifunctional synthetic human gut microbiome dynamics
- Author
-
Mayank Baranwal, Ryan L Clark, Jaron Thompson, Zeyu Sun, Alfred O Hero, and Ophelia S Venturelli
- Subjects
human gut microbiome ,ecological network ,dynamical systems ,microbiome engineering ,machine learning ,microbial metabolism ,Medicine ,Science ,Biology (General) ,QH301-705.5 - Abstract
Predicting the dynamics and functions of microbiomes constructed from the bottom-up is a key challenge in exploiting them to our benefit. Current models based on ecological theory fail to capture complex community behaviors due to higher order interactions, do not scale well with increasing complexity and in considering multiple functions. We develop and apply a long short-term memory (LSTM) framework to advance our understanding of community assembly and health-relevant metabolite production using a synthetic human gut community. A mainstay of recurrent neural networks, the LSTM learns a high dimensional data-driven non-linear dynamical system model. We show that the LSTM model can outperform the widely used generalized Lotka-Volterra model based on ecological theory. We build methods to decipher microbe-microbe and microbe-metabolite interactions from an otherwise black-box model. These methods highlight that Actinobacteria, Firmicutes and Proteobacteria are significant drivers of metabolite production whereas Bacteroides shape community dynamics. We use the LSTM model to navigate a large multidimensional functional landscape to design communities with unique health-relevant metabolite profiles and temporal behaviors. In sum, the accuracy of the LSTM model can be exploited for experimental planning and to guide the design of synthetic microbiomes with target dynamic functions.
- Published
- 2022
- Full Text
- View/download PDF
49. Improving Bambara Groundnut Production: Insight Into the Role of Omics and Beneficial Bacteria.
- Author
-
Ajilogba, Caroline Fadeke, Olanrewaju, Oluwaseyi Samuel, and Babalola, Olubukola Oluranti
- Subjects
BAMBARA groundnut ,FOOD supply ,PLANT breeding ,AGRICULTURAL productivity ,CLIMATE change ,LEGUMES - Abstract
With the rise in the world population, environmental hazards caused by chemical fertilizers, and a decrease in food supply due to global climate change, food security has become very pertinent. In addition, considerable parts of agriculture lands have been lost to urbanization. It has therefore been projected that at the present rate of population increase coupled with the other mentioned factors, available food will not be enough to feed the world. Hence, drastic approach is needed to improve agriculture output as well as human sustainability. Application of environmentally sustainable approach, such as the use of beneficial microbes, and improved breeding of underutilized legumes are one of the proposed sustainable ways of achieving food security. Microbiome-assisted breeding in underutilized legumes is an untapped area with great capabilities to improve food security. Furthermore, revolution in genomics adaptation to crop improvement has changed the approach from conventional breeding to more advanced genomic-assisted breeding on the host plant and its microbiome. The use of rhizobacteria is very important to improving crop yield, especially rhizobacteria from legumes like Bambara groundnut (BGN). BGN is an important legume in sub-Saharan Africa with high ability to tolerate drought and thrive well in marginalized soils. BGN and its interaction with various rhizobacteria in the soil could play a vital role in crop production and protection. This review focus on the importance of genomics application to BGN and its microbiome with the view of setting a potential blueprint for improved BGN breeding through integration of beneficial bacteria. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
50. A Novel In Planta Enrichment Method Employing Fusarium graminearum -Infected Wheat Spikes to Select for Competitive Biocontrol Bacteria.
- Author
-
Deroo, Waldo, De Troyer, Larissa, Dumoulin, Fréderic, De Saeger, Sarah, De Boevre, Marthe, Vandenabeele, Steven, De Gelder, Leen, and Audenaert, Kris
- Subjects
- *
WHEAT , *FUSARIUM , *BACTERIA , *ERWINIA , *BIOLOGICAL pest control agents , *EAR , *MYCOTOXINS - Abstract
This work introduces an alternative workflow for the discovery of novel bacterial biocontrol agents in wheat against Fusarium head blight (FHB). Unlike the mass testing of isolate collections, we started from a diverse inoculum by extracting microbiomes from ears of field-grown plants at grain filling stage. Four distinct microbial communities were generated which were exposed to 3 14-day culture-independent experimental enrichments on detached wheat spikes infected with F. graminearum PH1. We found that one bacterial community reduced infection symptoms after 3 cycles, which was chosen to subsequently isolate bacteria through limiting dilution. All 94 isolates were tested in an in vitro and in planta assay, and a selection of 14 isolates was further tested on detached ears. The results seem to indicate that our enrichment approach resulted in bacteria with different modes-of-action in regard to FHB control. Erwinia persicina isolate C3 showed a significant reduction in disease severity (Fv/Fm), and Erwinia persicina C3 and Pseudomonas sp. B3 showed a significant reduction in fungal biomass (cGFP). However, the mycotoxin analysis of both these treatments showed no reduction in DON levels. Nevertheless, Pantoea ananatis H3 and H11 and Erwinia persicina H2 were able to reduce DON concentrations by more than 50%, although these effects were not statistically significant. Lastly, Erwinia persicina H2 also showed a significantly greater glucosylation of DON to the less phytotoxic DON-3G. The bacterial genera isolated through the enrichment cycles have been reported to dominate microbial communities that develop in open habitats, showing strong indications that the isolated bacteria can reduce the infection pressure of F. graminearum on the spike phyllosphere. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
Catalog
Discovery Service for Jio Institute Digital Library
For full access to our library's resources, please sign in.