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Project Title:  Personalizing Prebiotic Therapies for Astronauts' Gut Microbiota Reduce
Fiscal Year: FY 2019 
Division: Human Research 
Research Discipline/Element:
TRISH--TRISH 
Start Date: 10/01/2017  
End Date: 09/30/2019  
Task Last Updated: 05/15/2020 
Download Task Book report in PDF pdf
Principal Investigator/Affiliation:   David, Lawrence  Ph.D. / Duke University 
Address:  Molecular Genetics & Microbiology 
PO Box 3382 
Durham , NC 27702-3382 
Email: l.d@duke.edu 
Phone: 919-668-5388  
Congressional District:
Web:  
Organization Type: UNIVERSITY 
Organization Name: Duke University 
Joint Agency:  
Comments:  
Co-Investigator(s)
Affiliation: 
Johnson, Sarah Stewart  Ph.D. Georgetown University 
Project Information: Grant/Contract No. NNX16AO69A-T0106 
Responsible Center: TRISH 
Grant Monitor:  
Center Contact:   
Unique ID: 11690 
Solicitation / Funding Source: 2017 HERO NNJ16ZSA001N-TRIRT. Appendix C: Translational Research Institute for Space Health (TRISH) Research Topics 
Grant/Contract No.: NNX16AO69A-T0106 
Project Type: Ground 
Flight Program:  
TechPort: No 
No. of Post Docs:
No. of PhD Candidates:  
No. of Master's Candidates:  
No. of Bachelor's Candidates:
No. of PhD Degrees:
No. of Master's Degrees:  
No. of Bachelor's Degrees:  
Human Research Program Elements: None
Human Research Program Risks: None
Human Research Program Gaps: None
Task Description: Dietary carbohydrates nourish human gut bacterial communities (microbiota) that resist pathogens, regulate gastrointestinal physiology, and train the immune system. Short-chain fatty acids (SCFAs) like butyrate, which are end products of microbial polysaccharide fermentation, are crucial metabolic precursors and preferred fuel sources for human colonic epithelial cells. Dietary carbohydrates that stimulate the activity of intestinal bacteria (prebiotics) could thus be used to improve astronaut health in spaceflight. Nevertheless, the effects of prebiotic treatments on gut microbiota are known to vary substantially between individuals, likely due to inter-individual microbiota heterogeneity. Practices for how prebiotic therapies should account for microbiota differences remain undiscovered. Without such frameworks, the therapeutic potential of prebiotic therapy for astronauts will remain unrealized.

Our long-term research goal is to establish rigorous methods for personalizing prebiotic therapies. Our objective here is to develop prebiotic personalization tools that could be applied towards astronauts. This research emerges, in part, from our pioneering studies tracking nutrient shifts in humans on a daily basis for weeks and even up to a year. These studies show that the effects of altering human carbohydrate intake depend on subjects’ gut microbiota. Still, fundamental challenges confront efforts to predict prebiotic interactions with microbial communities, including the wide diversity of prebiotics and gut bacterial species, as well as logistical complexities of carrying out human microbiota interventions. To address these challenges, we have developed innovative new tools: a high-throughput microfluidic technique for creating and assaying millions of individual bacterial cultures and, an artificial human intestine that we can sample and manipulate with arbitrary frequency. Here, we will combine these new methods to develop a prebiotic personalization pipeline that can be applied to astronauts.

AIM 1: Develop microfluidic culture techniques to measure how different carbohydrate compounds affect the growth and metabolism of the hundreds of distinct gut bacterial species present in microbiota samples. By measuring which bacterial species are stimulated by different carbohydrates, we can individualize prebiotic regimens to maximize butyrate production in a human gut.

AIM 2: Validate personalized prebiotic regimens increase butyrate production. We will use our artificial intestine to carry out prebiotic trials on human gut microbial communities with carbohydrates selected by our microfluidic assay in Aim 1. The effects of these regimens on microbiota butyrate output will be compared to non-personalized, “one-size-fits-all” prebiotic treatments.

IMPACT: The proposed aims will establish a platform for individualizing prebiotic treatments that could be used to enhance gut bacterial metabolism in astronauts. Customizing prebiotic treatments would also minimize the amount of unused dietary carbohydrates ingested by astronauts, reducing spaceflight payloads. Lastly, by using our artificial intestine to create ex vivo models of astronauts’ gut microbiota, we ultimately will be positioned to safely test a variety of astronaut microbiota interventions on Earth, even when these individuals are in space.

Research Impact/Earth Benefits: FINAL REPORTING SUBMITTED DECEMBER 2019

Benefits of this project include: • Development of two separate assays for measuring the potential benefits of over-the-counter prebiotic treatments to human gut microbiota. These assays are applicable to both astronauts as well as the general public. Our assays have also suggested the new biological insight that the ability to degrade multiple dietary polysaccharides has influenced human gut bacterial evolution. • Refinement of an artificial gut model of prebiotic treatment. This experimental model reduces the risks that astronauts need to face when testing new prebiotic treatments. Experiments using this model have already motivated our creation of new statistical models of microbiome dynamics, as well as yielded the insight that prebiotic treatments need to last for multiple several days to have maximum effect.

REPORTING SUBMITTED JANUARY 2019

Benefits of this project include: a) Development of two separate assays for measuring the potential benefits of over-the-counter prebiotic treatments to human gut microbiota. These assays are applicable to both astronauts as well as the general public. b) Refinement of an artificial gut model of prebiotic treatment. This experimental model reduces the risks that astronauts need to face when testing new prebiotic treatments. Experiments using this model have already provided the new insight that prebiotic treatments need to last for at least several days to have maximum effect.

Task Progress & Bibliography Information FY2019 
Task Progress: FINAL REPORTING SUBMITTED DECEMBER 2019

The overall goal of this project is to create and validate approaches for personalizing prebiotic treatments to astronauts' gut microbiota. This project pursues that goal through two objectives: 1) Developing and testing in vitro assays for personalizing prebiotic treatments; 2) Validating that assay using both an artificial gut, as well as real-world human samples.

The key findings to date of this research are as follows: • We have completed initial development of our microfluidic assays. Findings from this development suggest that most people carry microbes capable of digesting a variety of over-the-counter prebiotics. However, there is individual variation in the total abundance of these microbes and how much they grow on different prebiotics. • In addition, we have also developed a highly efficient second assay for testing individual prebiotic response; this assay yields more direct measurements of gut bacterial metabolism of prebiotics, while being roughly an order of magnitude higher throughput than our microfluidic assay. • Our initial artificial gut experiments show a lag effect where at least two days of prebiotic treatment are necessary for maximal gut bacterial metabolism of prebiotics. * Our preliminary human cohort findings also suggest that a common dietary fiber supplement can elevate levels of beneficial short-chain fatty acids in the human gut. Together, these interim findings support both the need and feasibility of assays to customize prebiotic treatments for astronauts. Our findings also suggest that astronauts will need to consume prebiotics for at least several days before experiencing their maximum benefit.

REPORTING SUBMITTED JANUARY 2019

The overall goal of this project is to create and validate approaches for personalizing prebiotic treatments to astronauts' gut microbiota.

This project pursues that goal through two objectives:

1) Develop and test a microfluidics-based assay for personalizing prebiotic treatments;

2) Validate that assay using an artificial human gut model.

The key findings to date of this research are as follows: a) We have completed initial development of our microfluidic assays. Findings from this development suggest that most people carry microbes capable of digesting a variety of over-the-counter prebiotics. However, there is individual variation in the total abundance of these microbes and how much they grow on different prebiotics. b) In addition, we have also developed a highly efficient second assay for testing individual prebiotic response; this assay yields more direct measurements of gut bacterial metabolism of prebiotics, while being roughly an order of magnitude higher throughput than our microfluidic assay. c) Our initial artificial gut experiments show a "lag effect" where at least two days of prebiotic treatment are necessary for maximal gut bacterial metabolism of prebiotics.

Together, these interim findings support both the need and feasibility of assays to customize prebiotic treatments for astronauts. Our findings also suggest that astronauts will need to consume prebiotics for at least several days before experiencing their maximum benefit.

Bibliography: Description: (Last Updated: 08/06/2024) 

Show Cumulative Bibliography
 
Articles in Peer-reviewed Journals Silverman JD, Durand HK, Bloom RJ, Mukherjee S, David LA. "Dynamic linear models guide design and analysis of microbiota studies within artificial human guts." Microbiome. 2018 Nov 12;6(1):202. https://doi.org/10.1186/s40168-018-0584-3 ; PubMed PMID: 30419949; PubMed Central PMCID: PMC6233358 [Erratum in: Microbiome. 2018 Nov 27;6(1):212.] , Nov-2020
Articles in Peer-reviewed Journals Silverman JD, Bloom RJ, Jiang S, Durand HK, Dallow E, Mukherjee S, David LA. "Measuring and mitigating PCR bias in microbiota datasets." PLoS Comput Biol. 2021 Jul 6;17(7):e1009113. https://doi.org/10.1371/journal.pcbi.1009113 ; PMID: 34228723 [Note reported originally in May 2020 as "Other" journal in bioRxiv preprint server, April 9, 2019.] , Jul-2021
Articles in Peer-reviewed Journals Silverman JD, Roche K, Holmes ZC, David LA, Mukherjee S. "Bayesian multinomial logistic normal models through marginally latent matrix-T processes." JMLR (Journal of Machine Learning Research). 2022 Feb 2;23(7):1-42. http://jmlr.org/papers/v23/19-882.html , Feb-2022
Articles in Peer-reviewed Journals Villa MM, Bloom RJ, Silverman JD, Durand HK, Jiang S, Wu A, Dallow EP, Huang S, You L, David LA. "Interindividual variation in dietary carbohydrate metabolism by gut bacteria revealed with droplet microfluidic culture." mSystems. 2020 Jun 30;5(3):e00864-20. https://doi.org/10.1128/mSystems.00864-19 ; PMID: 32606031; PMCID: PMC7329328 [Note originally reported Dec 2019 as "Other" journal article in bioRxiv preprint server. Posted May 07, 2019.] , Jun-2020
Articles in Peer-reviewed Journals Holmes ZC, Silverman JD, Dressman HK, Wei Z, Dallow EP, Armstrong SC, Seed PC, Rawls JF, David LA. "Short-chain fatty acid production by gut microbiota from children with obesity differs according to prebiotic choice and bacterial community composition." MBio. 2020 Aug 11;11(4):e00914-20. https://doi.org/10.1128/mBio.00914-20 ; PMID: 32788375 , Aug-2020
Articles in Peer-reviewed Journals Silverman JD, Roche K, Mukherjee S, David LA. "Naught all zeros in sequence count data are the same." Comput Struct Biotechnol J. 2020 Sep 28;18:2789-98. https://doi.org/10.1016/j.csbj.2020.09.014 ; PMID: 33101615; PMCID: PMC7568192. , Sep-2020
Articles in Peer-reviewed Journals Letourneau J, Holmes ZC, Dallow EP, Durand HK, Jiang S, Carrion VM, Gupta SK, Mincey AC, Muehlbauer MJ, Bain JR, David LA. "Ecological memory of prior nutrient exposure in the human gut microbiome." ISME J. 2022 Jul 23. https://doi.org/10.1038/s41396-022-01292-x ; PMID: 35871250; PMCID: PMC9563064 , Jul-2022
Articles in Peer-reviewed Journals Holmes ZC, Villa MM, Durand HK, Jiang S, Dallow EP, Petrone BL, Silverman JD, Lin PH, David LA. "Microbiota responses to different prebiotics are conserved within individuals and associated with habitual fiber intake." Microbiome. 2022 Jul 29;10:114. https://doi.org/10.1186/s40168-022-01307-x ; PMID: 35902900; PMCID: PMC9336045 , Jul-2022
Articles in Peer-reviewed Journals Midani FS, David LA. "Tracking defined microbial communities by multicolor flow cytometry reveals tradeoffs between productivity and diversity." Front Microbiol. 2023 Jan 5;13:910390. https://doi.org/10.3389/fmicb.2022.910390 ; PMID: 36687598; PMCID: PMC9849913 , Jan-2023
Articles in Peer-reviewed Journals Letourneau J, Neubert BC, Dayal D, Carrion VM, Durand HK, Dallow EP, Jiang S, Kirtley M, Ginsburg GS, Doraiswamy PM, David LA. "Weight, habitual fiber intake, and microbiome composition predict tolerance to fructan supplementation." Int J Food Sci Nutr. 2024 Jul 9;1-11. Online ahead of print. https://doi.org/10.1080/09637486.2024.2372590 ; PMID: 38982571 , Jul-2024
Articles in Peer-reviewed Journals David LA. "Toward personalized control of human gut bacterial communities." mSystems. 2018 Mar-Apr;3(2):e00165-17. eCollection 2018 Mar-Apr. https://doi.org/10.1128/mSystems.00165-17 ; PubMed PMID: 29629415; PubMed Central PMCID: PMC5881022 , Mar-2018
Awards David L. "Damon Runyon-Rachleff Innovator, January 2018." Jan-2018
Awards David L. "Early-Career Systems Microbiologist, mSystems, March 2018." Mar-2018
Awards David L. "Finalist, Agilent Early Career, Professor Award, June 2018." Jun-2018
Project Title:  Personalizing Prebiotic Therapies for Astronauts' Gut Microbiota Reduce
Fiscal Year: FY 2018 
Division: Human Research 
Research Discipline/Element:
TRISH--TRISH 
Start Date: 10/01/2017  
End Date: 09/30/2019  
Task Last Updated: 02/22/2018 
Download Task Book report in PDF pdf
Principal Investigator/Affiliation:   David, Lawrence  Ph.D. / Duke University 
Address:  Molecular Genetics & Microbiology 
PO Box 3382 
Durham , NC 27702-3382 
Email: l.d@duke.edu 
Phone: 919-668-5388  
Congressional District:
Web:  
Organization Type: UNIVERSITY 
Organization Name: Duke University 
Joint Agency:  
Comments:  
Co-Investigator(s)
Affiliation: 
Johnson, Sarah  Ph.D. Georgetown University 
Project Information: Grant/Contract No. NNX16AO69A-T0106 
Responsible Center: TRISH 
Grant Monitor:  
Center Contact:   
Unique ID: 11690 
Solicitation / Funding Source: 2017 HERO NNJ16ZSA001N-TRIRT. Appendix C: Translational Research Institute for Space Health (TRISH) Research Topics 
Grant/Contract No.: NNX16AO69A-T0106 
Project Type: Ground 
Flight Program:  
TechPort: No 
No. of Post Docs:  
No. of PhD Candidates:  
No. of Master's Candidates:  
No. of Bachelor's Candidates:  
No. of PhD Degrees:  
No. of Master's Degrees:  
No. of Bachelor's Degrees:  
Human Research Program Elements: None
Human Research Program Risks: None
Human Research Program Gaps: None
Task Description: Dietary carbohydrates nourish human gut bacterial communities (microbiota) that resist pathogens, regulate gastrointestinal physiology, and train the immune system. Short-chain fatty acids (SCFAs) like butyrate, which are end products of microbial polysaccharide fermentation, are crucial metabolic precursors and preferred fuel sources for human colonic epithelial cells. Dietary carbohydrates that stimulate the activity of intestinal bacteria (prebiotics) could thus be used to improve astronaut health in spaceflight. Nevertheless, the effects of prebiotic treatments on gut microbiota are known to vary substantially between individuals, likely due to inter-individual microbiota heterogeneity. Practices for how prebiotic therapies should account for microbiota differences remain undiscovered. Without such frameworks, the therapeutic potential of prebiotic therapy for astronauts will remain unrealized.

Our long-term research goal is to establish rigorous methods for personalizing prebiotic therapies. Our objective here is to develop prebiotic personalization tools that could be applied towards astronauts. This research emerges, in part, from our pioneering studies tracking nutrient shifts in humans on a daily basis for weeks and even up to a year. These studies show that the effects of altering human carbohydrate intake depend on subjects’ gut microbiota. Still, fundamental challenges confront efforts to predict prebiotic interactions with microbial communities, including the wide diversity of prebiotics and gut bacterial species, as well as logistical complexities of carrying out human microbiota interventions. To address these challenges, we have developed innovative new tools: a high-throughput microfluidic technique for creating and assaying millions of individual bacterial cultures and, an artificial human intestine that we can sample and manipulate with arbitrary frequency. Here, we will combine these new methods to develop a prebiotic personalization pipeline that can be applied to astronauts.

AIM 1: Develop microfluidic culture techniques to measure how different carbohydrate compounds affect the growth and metabolism of the hundreds of distinct gut bacterial species present in microbiota samples. By measuring which bacterial species are stimulated by different carbohydrates, we can individualize prebiotic regimens to maximize butyrate production in a human gut.

AIM 2: Validate personalized prebiotic regimens increase butyrate production. We will use our artificial intestine to carry out prebiotic trials on human gut microbial communities with carbohydrates selected by our microfluidic assay in Aim 1. The effects of these regimens on microbiota butyrate output will be compared to non-personalized, “one-size-fits-all” prebiotic treatments.

IMPACT: The proposed aims will establish a platform for individualizing prebiotic treatments that could be used to enhance gut bacterial metabolism in astronauts. Customizing prebiotic treatments would also minimize the amount of unused dietary carbohydrates ingested by astronauts, reducing spaceflight payloads. Lastly, by using our artificial intestine to create ex vivo models of astronauts’ gut microbiota, we ultimately will be positioned to safely test a variety of astronaut microbiota interventions on Earth, even when these individuals are in space.

Research Impact/Earth Benefits:

Task Progress & Bibliography Information FY2018 
Task Progress: New project for FY2018.

Bibliography: Description: (Last Updated: 08/06/2024) 

Show Cumulative Bibliography
 
 None in FY 2018