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Dive into the research topics where Samuel A. Smits is active.

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Featured researches published by Samuel A. Smits.


Nature | 2016

Diet-induced extinctions in the gut microbiota compound over generations

Erica D. Sonnenburg; Samuel A. Smits; Mikhail Tikhonov; Steven K. Higginbottom; Ned S. Wingreen; Justin L. Sonnenburg

The gut is home to trillions of microorganisms that have fundamental roles in many aspects of human biology, including immune function and metabolism. The reduced diversity of the gut microbiota in Western populations compared to that in populations living traditional lifestyles presents the question of which factors have driven microbiota change during modernization. Microbiota-accessible carbohydrates (MACs) found in dietary fibre have a crucial involvement in shaping this microbial ecosystem, and are notably reduced in the Western diet (high in fat and simple carbohydrates, low in fibre) compared with a more traditional diet. Here we show that changes in the microbiota of mice consuming a low-MAC diet and harbouring a human microbiota are largely reversible within a single generation. However, over several generations, a low-MAC diet results in a progressive loss of diversity, which is not recoverable after the reintroduction of dietary MACs. To restore the microbiota to its original state requires the administration of missing taxa in combination with dietary MAC consumption. Our data illustrate that taxa driven to low abundance when dietary MACs are scarce are inefficiently transferred to the next generation, and are at increased risk of becoming extinct within an isolated population. As more diseases are linked to the Western microbiota and the microbiota is targeted therapeutically, microbiota reprogramming may need to involve strategies that incorporate dietary MACs as well as taxa not currently present in the Western gut.


Proceedings of the National Academy of Sciences of the United States of America | 2013

Genetically dictated change in host mucus carbohydrate landscape exerts a diet-dependent effect on the gut microbiota

Purna C. Kashyap; Angela Marcobal; Luke K. Ursell; Samuel A. Smits; Erica D. Sonnenburg; Elizabeth K. Costello; Steven K. Higginbottom; Steven E. Domino; Susan Holmes; David A. Relman; Rob Knight; Jeffrey I. Gordon; Justin L. Sonnenburg

Significance Our data demonstrate that differences in host genotype that affect the carbohydrate landscape of the distal gut interact with diet to alter the composition and function of resident microbes in a diet-dependent manner. We investigate how host mucus glycan composition interacts with dietary carbohydrate content to influence the composition and expressed functions of a human gut community. The humanized gnotobiotic mice mimic humans with a nonsecretor phenotype due to knockout of their α1–2 fucosyltransferase (Fut2) gene. The fecal microbiota of Fut2− mice that lack fucosylated host glycans show decreased alpha diversity relative to Fut2+ mice and exhibit significant differences in community composition. A glucose-rich plant polysaccharide-deficient (PD) diet exerted a strong effect on the microbiota membership but eliminated the effect of Fut2 genotype. Additionally fecal metabolites predicted host genotype in mice on a polysaccharide-rich standard diet but not on a PD diet. A more detailed mechanistic analysis of these interactions involved colonization of gnotobiotic Fut2+ and Fut2− mice with Bacteroides thetaiotaomicron, a prominent member of the human gut microbiota known to adaptively forage host mucosal glycans when dietary polysaccharides are absent. Within Fut2− mice, the B. thetaiotaomicron fucose catabolic pathway was markedly down-regulated, whereas BT4241–4247, an operon responsive to terminal β-galactose, the precursor that accumulates in the Fut2− mice, was significantly up-regulated. These changes in B. thetaiotaomicron gene expression were only evident in mice fed a PD diet, wherein B. thetaiotaomicron relies on host mucus consumption. Furthermore, up-regulation of the BT4241–4247 operon was also seen in humanized Fut2− mice. Together, these data demonstrate that differences in host genotype that affect the carbohydrate landscape of the distal gut interact with diet to alter the composition and function of resident microbes in a diet-dependent manner.


Science | 2017

Seasonal cycling in the gut microbiome of the Hadza hunter-gatherers of Tanzania

Samuel A. Smits; Jeff Leach; Erica D. Sonnenburg; Carlos G. Gonzalez; Joshua S. Lichtman; Gregor Reid; Rob Knight; Alphaxard Manjurano; John Changalucha; Joshua E. Elias; Maria Gloria Dominguez-Bello; Justin L. Sonnenburg

Seasonal diets, seasonal microbiota Among the Hadza of western Tanzania, a few hundred people still live in small groups as hunter-gatherers, reliant solely on the wild environment for food. Smits et al. found that the microbiota of these people reflects the seasonal availability of different types of food (see the Perspective by Peddada). Between seasons, striking differences were observed in their gut microbial communities, with some taxa apparently disappearing, only to reappear when the seasons turned. Further comparison of the Hadza microbiota with that of diverse urbanized peoples revealed distinctly different patterns of microbial community composition. Science, this issue p. 802; see also p. 754 The composition of microbes in the guts of the Hadza hunter-gatherers undergoes an annual cyclic reconfiguration. Although humans have cospeciated with their gut-resident microbes, it is difficult to infer features of our ancestral microbiome. Here, we examine the microbiome profile of 350 stool samples collected longitudinally for more than a year from the Hadza hunter-gatherers of Tanzania. The data reveal annual cyclic reconfiguration of the microbiome, in which some taxa become undetectable only to reappear in a subsequent season. Comparison of the Hadza data set with data collected from 18 populations in 16 countries with varying lifestyles reveals that gut community membership corresponds to modernization: Notably, the taxa within the Hadza that are the most seasonally volatile similarly differentiate industrialized and traditional populations. These data indicate that some dynamic lineages of microbes have decreased in prevalence and abundance in modernized populations.


Cell Reports | 2016

Host-Microbiota Interactions in the Pathogenesis of Antibiotic-Associated Diseases

Joshua S. Lichtman; Jessica A. Ferreyra; Katharine Ng; Samuel A. Smits; Justin L. Sonnenburg; Joshua E. Elias

SUMMARY Improved understanding of the interplay between host and microbes stands to illuminate new avenues for disease diagnosis, treatment, and prevention. Here, we provide a high-resolution view of the dynamics between host and gut microbiota during antibiotic-induced intestinal microbiota depletion, opportunistic Salmonella typhimurium and Clostridium difficile pathogenesis, and recovery from these perturbed states in a mouse model. Hostcentric proteome and microbial community profiles provide a nuanced longitudinal view, revealing the interdependence between host and microbiota in evolving dysbioses. Time- and condition-specific molecular and microbial signatures are evident and clearly distinguished from pathogen-independent inflammatory fingerprints. Our data reveal that mice recovering from antibiotic treatment or C. difficile infection retain lingering signatures of inflammation, despite compositional normalization of the microbiota, and host responses could be rapidly and durably relieved through fecal transplant. These experiments demonstrate insights that emerge from the combination of these orthogonal, untargeted approaches to the gastrointestinal ecosystem.


mSystems | 2016

Individualized responses of gut microbiota to dietary intervention modeled in humanized mice

Samuel A. Smits; Angela Marcobal; Steven K. Higginbottom; Justin L. Sonnenburg; Purna C. Kashyap

Dietary modification has long been used empirically to modify symptoms in inflammatory bowel disease, irritable bowel syndrome, and a diverse group of diseases with gastrointestinal symptoms. There is both anecdotal and scientific evidence to suggest that individuals respond quite differently to similar dietary changes, and the highly individualized nature of the gut microbiota makes it a prime candidate for these differences. To overcome the typical confounding factors of human dietary interventions, here we employ ex-germfree mice colonized by microbiotas of three different humans to test how different microbiotas respond to a defined change in carbohydrate content of diet by measuring changes in microbiota composition and function using marker gene-based next-generation sequencing and metabolomics. Our findings suggest that the same diet has very different effects on each microbiota’s membership and function, which may in turn explain interindividual differences in response to a dietary ingredient. ABSTRACT Diet plays an important role in shaping the structure and function of the gut microbiota. The microbes and microbial products in turn can influence various aspects of host physiology. One promising route to affect host function and restore health is by altering the gut microbiome using dietary intervention. The individuality of the microbiome may pose a significant challenge, so we sought to determine how different microbiotas respond to the same dietary intervention in a controlled setting. We modeled gut microbiotas from three healthy donors in germfree mice and defined compositional and functional alteration following a change in dietary microbiota-accessible carbohydrates (MACs). The three gut communities exhibited responses that differed markedly in magnitude and in the composition of microbiota-derived metabolites. Adjustments in community membership did not correspond to the magnitude of changes in the microbial metabolites, highlighting potential challenges in predicting functional responses from compositional data and the need to assess multiple microbiota parameters following dietary interventions. IMPORTANCE Dietary modification has long been used empirically to modify symptoms in inflammatory bowel disease, irritable bowel syndrome, and a diverse group of diseases with gastrointestinal symptoms. There is both anecdotal and scientific evidence to suggest that individuals respond quite differently to similar dietary changes, and the highly individualized nature of the gut microbiota makes it a prime candidate for these differences. To overcome the typical confounding factors of human dietary interventions, here we employ ex-germfree mice colonized by microbiotas of three different humans to test how different microbiotas respond to a defined change in carbohydrate content of diet by measuring changes in microbiota composition and function using marker gene-based next-generation sequencing and metabolomics. Our findings suggest that the same diet has very different effects on each microbiota’s membership and function, which may in turn explain interindividual differences in response to a dietary ingredient. Author Video: An author video summary of this article is available.


Nature microbiology | 2018

Microbiota-accessible carbohydrates suppress Clostridium difficile infection in a murine model

Andrew J. Hryckowian; William Van Treuren; Samuel A. Smits; Nicole M. Davis; Jackson O. Gardner; Donna M. Bouley; Justin L. Sonnenburg

Clostridium difficile is an opportunistic diarrhoeal pathogen, and C. difficile infection (CDI) represents a major health care concern, causing an estimated 15,000 deaths per year in the United States alone1. Several enteric pathogens, including C. difficile, leverage inflammation and the accompanying microbial dysbiosis to thrive in the distal gut2. Although diet is among the most powerful available tools for affecting the health of humans and their relationship with their microbiota, investigation into the effects of diet on CDI has been limited. Here, we show in mice that the consumption of microbiota-accessible carbohydrates (MACs) found in dietary plant polysaccharides has a significant effect on CDI. Specifically, using a model of antibiotic-induced CDI that typically resolves within 12 days of infection, we demonstrate that MAC-deficient diets perpetuate CDI. We show that C. difficile burdens are suppressed through the addition of either a diet containing a complex mixture of MACs or a simplified diet containing inulin as the sole MAC source. We show that switches between these dietary conditions are coincident with changes to microbiota membership, its metabolic output and C. difficile-mediated inflammation. Together, our data demonstrate the outgrowth of MAC-utilizing taxa and the associated end products of MAC metabolism, namely, the short-chain fatty acids acetate, propionate and butyrate, are associated with decreased C. difficile fitness despite increased C. difficile toxin expression in the gut. Our findings, when placed into the context of the known fibre deficiencies of a human Western diet, provide rationale for pursuing MAC-centric dietary strategies as an alternate line of investigation for mitigating CDI.A murine diet high in microbiota-accessible carbohydrates (MACs) reduces Clostridium difficile colonization compared to a low-MAC diet, which is associated with changes in microbiota composition, short-chain fatty acid concentrations and inflammation.


bioRxiv | 2018

Microbiota Accessible Carbohydrates Suppress Clostridium difficile in a Murine Model

Andrew J. Hryckowian; William Van Treuren; Samuel A. Smits; Nicole M. Davis; Jackson O. Gardner; Donna M. Bouley; Justin L. Sonnenburg

Clostridium difficile ( Cd ) is an opportunistic diarrheal pathogen and Cd infection (CDI) represents a major healthcare concern, causing an estimated 15,000 deaths per year in the United States alone. Several enteric pathogens, including Cd , leverage inflammation and the accompanying microbial dysbiosis to thrive in the distal gut. Although diet is among the most powerful available tools for affecting the health of humans and their relationship with their microbiota, investigation into the effects of diet on CDI has been limited. Here, we show in mice that the consumption of microbiota accessible carbohydrates (MACs) found in dietary plant polysaccharides has a significant impact on CDI. Specifically, using a model of antibiotic-induced CDI that typically resolves within 12 days of infection, we demonstrate that MAC-deficient diets perpetuate CDI. We show that Cd burdens are suppressed through the addition of either a diet containing a complex mixture of MACs or a simplified diet containing inulin as the sole MAC source. We show that switches between these dietary conditions are coincident with changes to microbiota membership, its metabolic output and Cd -mediated inflammation. Together, our data demonstrate the outgrowth of MAC-utilizing taxa and the associated end products of MAC metabolism, namely the short chain fatty acids (SCFAs) acetate, propionate, and butyrate, are associated with decreased Cd fitness despite increased Cd toxin expression in the gut. Our findings, when placed into the context of the known fiber deficiencies of a human Western diet, provide rationale for pursuing MAC-centric dietary strategies as an alternate line of investigation for mitigating CDI.Clostridium difficile ( Cd ) is an opportunistic diarrheal pathogen and Cd infection (CDI) represents a major healthcare concern, causing an estimated 15,000 deaths per year in the United States alone. Several enteric pathogens, including Cd , leverage inflammation and the accompanying microbial dysbiosis to thrive in the distal gut. Although diet is among the most powerful available tools for affecting the health of humans and their relationship with their microbiota, investigation into the effects of diet on CDI has been limited. Here, we show in mice that the consumption of microbiota accessible carbohydrates (MACs) found in dietary plant polysaccharides has a significant impact on CDI. Specifically, using a murine model of antibiotic-induced CDI that typically resolves within 12 days of infection, we demonstrate that MAC-deficient diets perpetuate CDI. We show that Cd can be cleared through the addition of either a diet containing a complex mixture of MACs or a simplified diet containing inulin as the sole MAC source. We show that switches between these dietary conditions are coincident with changes to microbiota membership, its metabolic output and Cd -mediated inflammation. Together, our data demonstrate the outgrowth of MAC-utilizing taxa and the associated end products of MAC metabolism, namely the short chain fatty acids (SCFAs) acetate, propionate, and butyrate, are associated with decreased Cd fitness despite increased toxin production in the gut. Our findings, when placed into the context of the known fiber deficiencies of a human Western diet, suggest utility in microbiota-informed MAC-centric dietary strategies for the mitigation of CDI and other gastrointestinal infectious diseases.


Science Translational Medicine | 2018

Clostridioides difficile uses amino acids associated with gut microbial dysbiosis in a subset of patients with diarrhea

Eric J. Battaglioli; Vanessa L. Hale; Jun Chen; Patricio Jeraldo; Coral Ruiz-Mojica; Bradley A. Schmidt; Vayu Maini Rekdal; Lisa M. Till; Lutfi Huq; Samuel A. Smits; William J. Moor; Yava L. Jones-Hall; Thomas C. Smyrk; Sahil Khanna; Darrell S. Pardi; Madhusudan Grover; Robin Patel; Nicholas Chia; Heidi Nelson; Justin L. Sonnenburg; Gianrico Farrugia; Purna C. Kashyap

Increased amino acids in the dysbiotic gut influences susceptibility to Clostridioides difficile infection in mice and humans. To infect or not to infect? Our gut harbors a diverse microbial community that efficiently uses nutrients. Battaglioli et al. now report that a subset of patients with diarrhea show increased availability of gut amino acids due to deleterious changes in the gut microbiota (dysbiosis). These dysbiotic microbial communities when modeled in germ-free mice exhibited increased susceptibility to Clostridioides difficile, a pathogen that uses amino acids as a nutrient source. Prophylactic fecal microbiota transplant from healthy humans to mice with a dysbiotic gut microbiota restored microbial diversity and protected the mice from C. difficile infection. The gut microbiota plays a critical role in pathogen defense. Studies using antibiotic-treated mice reveal mechanisms that increase susceptibility to Clostridioides difficile infection (CDI), but risk factors associated with CDI in humans extend beyond antibiotic use. Here, we studied the dysbiotic gut microbiota of a subset of patients with diarrhea and modeled the gut microbiota of these patients by fecal transplantation into germ-free mice. When challenged with C. difficile, the germ-free mice transplanted with fecal samples from patients with dysbiotic microbial communities showed increased gut amino acid concentrations and greater susceptibility to CDI. A C. difficile mutant that was unable to use proline as an energy source was unable to robustly infect germ-free mice transplanted with a dysbiotic or healthy human gut microbiota. Prophylactic dietary intervention using a low-proline or low-protein diet in germ-free mice colonized by a dysbiotic human gut microbiota resulted in decreased expansion of wild-type C. difficile after challenge, suggesting that amino acid availability might be important for CDI. Furthermore, a prophylactic fecal microbiota transplant in mice with dysbiosis reduced proline availability and protected the mice from CDI. Last, we identified clinical risk factors that could potentially predict gut microbial dysbiosis and thus greater susceptibility to CDI in a retrospective cohort of patients with diarrhea. Identifying at-risk individuals and reducing their susceptibility to CDI through gut microbiota–targeted therapies could be a new approach to preventing C. difficile infection in susceptible patients.


Gut microbes | 2018

Links between environment, diet, and the hunter-gatherer microbiome

Gabriela K. Fragiadakis; Samuel A. Smits; Erica D. Sonnenburg; William Van Treuren; Gregor Reid; Rob Knight; Alphaxard Manjurano; John Changalucha; Maria Gloria Dominguez-Bello; Jeff Leach; Justin L. Sonnenburg

ABSTRACT The study of traditional populations provides a view of human-associated microbes unperturbed by industrialization, as well as a window into the microbiota that co-evolved with humans. Here we discuss our recent work characterizing the microbiota from the Hadza hunter-gatherers of Tanzania. We found seasonal shifts in bacterial taxa, diversity, and carbohydrate utilization by the microbiota. When compared to the microbiota composition from other populations around the world, the Hadza microbiota shares bacterial families with other traditional societies that are rare or absent from microbiotas of industrialized nations. We present additional observations from the Hadza microbiota and their lifestyle and environment, including microbes detected on hands, water, and animal sources, how the microbiota varies with sex and age, and the short-term effects of introducing agricultural products into the diet. In the context of our previously published findings and of these additional observations, we discuss a path forward for future work.


Gastroenterology | 2013

481 Individualized Responses of Gut Microbiota to Dietary Intervention Modeled in Humanized Mice

Purna C. Kashyap; Angela Marcobal; Steven K. Higginbottom; Samuel A. Smits; Justin L. Sonnenburg

Diet plays an important role in shaping the structure and function of the gut microbiota. The microbes and microbial products in turn can influence various aspects of host physiology. One promising route to affect host function and restore health is by altering the gut microbiome using dietary intervention. The individuality of the microbiome may pose a significant challenge, so we sought to determine how different microbiotas respond to the same dietary intervention in a controlled setting. We modeled gut microbiotas from three healthy donors in germfree mice and defined compositional and functional alteration following a change in dietary microbiota-accessible carbohydrates (MACs). The three gut communities exhibited responses that differed markedly in magnitude and in the composition of microbiota-derived metabolites. Adjustments in community membership did not correspond to the magnitude of changes in the microbial metabolites, highlighting potential challenges in predicting functional responses from compositional data and the need to assess multiple microbiota parameters following dietary interventions. IMPORTANCE Dietary modification has long been used empirically to modify symptoms in inflammatory bowel disease, irritable bowel syndrome, and a diverse group of diseases with gastrointestinal symptoms. There is both anecdotal and scientific evidence to suggest that individuals respond quite differently to similar dietary changes, and the highly individualized nature of the gut microbiota makes it a prime candidate for these differences. To overcome the typical confounding factors of human dietary interventions, here we employ ex-germfree mice colonized by microbiotas of three different humans to test how different microbiotas respond to a defined change in carbohydrate content of diet by measuring changes in microbiota composition and function using marker gene-based next-generation sequencing and metabolomics. Our findings suggest that the same diet has very different effects on each microbiotas membership and function, which may in turn explain interindividual differences in response to a dietary ingredient.

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Rob Knight

University of California

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William Van Treuren

University of Colorado Boulder

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