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Mueller NT, Liu T, Debelius J, Zhao N. The Gut-Brain-Sleep Connection in Older Adults: What Do We Learn From the Microbiome? J Gerontol A Biol Sci Med Sci 2023; 78:1933-1934. [PMID: 37814931 DOI: 10.1093/gerona/glad049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/11/2023] Open
Affiliation(s)
- Noel T Mueller
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
- Welch Center for Prevention, Epidemiology and Clinical Research, Johns Hopkins University, Baltimore, Maryland, USA
| | - Tiange Liu
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health , Baltimore, Maryland, USA
- Welch Center for Prevention, Epidemiology and Clinical Research, Johns Hopkins University, Baltimore, Maryland, USA
| | - Justine Debelius
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Ni Zhao
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
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Kallner A, Debelius J, Schuppe-Koistinen I, Pereira M, Engstrand L. Effects of Consuming Fermented Fish (Surströmming) on the Fecal Microflora in Healthy Individuals. J Med Food 2023; 26:185-192. [PMID: 36920238 DOI: 10.1089/jmf.2021.0195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/16/2023] Open
Abstract
Surströmming, a Swedish fermented fish, loved by some and avoided by others, occurs in many reports on improved or cured gastrointestinal problems even by a single meal. We tested the hypothesis that the microbes of the fermented food might have a potency to modify the gut microbiome. Two groups of voluntary participants (11 male, 8 female; aged 20-80 years) were exposed to a single meal containing the fish. A 7-day dietary intervention was carried out comprising the fish as the main source of protein in a single adult. The microbiome was characterized using 16S rRNA and metagenomic sequencing. Individual community-level changes in the microbiome were compared, as well as the presence of bacteria associated with the fermented fish. We focused on Shannon alpha and UniFrac beta diversity. We did not detect any global changes in the gut microbiome in response to Surströmming, nor were we able to recover and identify any members of Halanaerobium, which were associated with and abundant in the ingested fish, in the stool samples of the participants. Our results suggest that Surströmming consumption does not alter the microbiome of healthy individuals. However, beneficial effects on a diseased gut, impaired gut microbiome, or other effects in disease remain to be studied.
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Affiliation(s)
- Anders Kallner
- Department Clinical Chemistry, Karolinska University Hospital, Karolinska Institutet, Stockholm, Sweden
| | - Justine Debelius
- Department of Microbiology, Tumor and Cell Biology, Centre for Translational Microbiome Research, Karolinska Institutet, Stockholm, Sweden
| | - Ina Schuppe-Koistinen
- Department of Microbiology, Tumor and Cell Biology, Centre for Translational Microbiome Research, Karolinska Institutet, Stockholm, Sweden
| | - Marcela Pereira
- Department of Microbiology, Tumor and Cell Biology, Centre for Translational Microbiome Research, Karolinska Institutet, Stockholm, Sweden
| | - Lars Engstrand
- Department of Microbiology, Tumor and Cell Biology, Centre for Translational Microbiome Research, Karolinska Institutet, Stockholm, Sweden
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Beauchamp-Walters J, Aleti G, Herrera L, Debelius J, Lima N, Dalal P, Hong S, Knight R, Rhee KE. Impact of exclusive enteral nutrition on the gut microbiome of children with medical complexity. JPEN J Parenter Enteral Nutr 2023; 47:77-86. [PMID: 35526141 DOI: 10.1002/jpen.2392] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Revised: 04/19/2022] [Accepted: 05/01/2022] [Indexed: 01/11/2023]
Abstract
BACKGROUND Children with medical complexity (CMC) often require enteral tube feedings to meet their nutrition needs. Many, however, experience symptoms of feeding intolerance, such as vomiting and pain. The goal of this analysis was to examine the relationship between diet and the gut microbiome, controlling for medications, among CMC receiving enteral tube feedings, CMC consuming oral nutrition, and healthy controls. Given the variety of available commercial formula preparations, we were also interested in examining the impact of different formula types on the CMC microbiome. METHODS Fecal samples from 91 children (57 CMC and 34 healthy controls) were collected and analyzed. Parents completed clinical and dietary questionnaires. 16S ribosomal RNA amplicon sequencing was completed using the QIIME2 pipeline. RESULTS A significant decrease in alpha diversity among CMC receiving exclusive enteral nutrition (CMC EEN) compared with healthy controls (Shannon P = 0.006 and Faith's phylogenetic distance P = 0.006) was found that was not observed between CMC receiving oral nutrition and healthy controls. Significant differences in beta diversity were also observed between CMC EEN and healthy controls, with CMC EEN having a greater relative abundance of Enterobacteriaceae and obligate anaerobes. Differences were also noted between CMC EEN and CMC receiving oral nutrition (Aitchison distance P = 0.001); however, no differences were observed between CMC receiving oral nutrition and healthy controls. CONCLUSION Despite similarities in medication profiles, CMC EEN have decreased alpha diversity and differences in beta diversity compared with healthy controls not observed in CMC receiving oral nutrition, highlighting the impact of diet over medications.
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Affiliation(s)
- Julia Beauchamp-Walters
- Department of Pediatrics, University of California San Diego, La Jolla, California, USA.,Rady's Children's Hospital, San Diego, California, USA
| | - Gajender Aleti
- Department of Psychiatry, University of California San Diego, La Jolla, California, USA
| | - Lourdes Herrera
- Department of Pediatrics, Billings Clinic, Billings, Montana, USA
| | - Justine Debelius
- Centre for Translational Microbiome Research, Department of Microbiology, Tumor, and Cell Biology, Karolinska Institutet, Stockholm, Sweden
| | - Natalie Lima
- Crean College of Health and Behavioral Sciences, Chapman University, Orange, California, USA
| | - Pritha Dalal
- Rady's Children's Hospital, San Diego, California, USA.,Department of Orthopedics, University of California San Diego, La Jolla, California, USA
| | - Suzi Hong
- Department of Psychiatry, University of California San Diego, La Jolla, California, USA.,Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, California, USA
| | - Rob Knight
- Department of Pediatrics, University of California San Diego, La Jolla, California, USA.,Department of Computer Science and Engineering, Jacobs School of Engineering, University of California San Diego, La Jolla, California, USA.,Department of Bioengineering, Jacobs School of Engineering, University of California San Diego, La Jolla, California, USA.,Center for Microbiome Innovation, University of California San Diego, La Jolla, California, USA
| | - Kyung E Rhee
- Department of Pediatrics, University of California San Diego, La Jolla, California, USA.,Rady's Children's Hospital, San Diego, California, USA
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Liu Q, Simin J, Debelius J, Fall K, Sadr-Azodi O, Engstrand L, Williams C, Brusselaers N. Menopausal hormone therapies and risk of colorectal cancer: a Swedish matched-cohort study. Aliment Pharmacol Ther 2021; 53:1216-1225. [PMID: 33857339 DOI: 10.1111/apt.16362] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Revised: 03/02/2021] [Accepted: 03/26/2021] [Indexed: 12/09/2022]
Abstract
BACKGROUND Menopausal hormone therapy (MHT) has been associated with various malignancies. AIMS To investigate the association of various MHT regimens with the risk of colorectal cancer (CRC). METHODS All MHT ever-users (n = 290 186) were included through the Swedish Prescribed Drug Registry, with a 1:3 group-level matching to non-users. Ever-users were defined as women who received ≥1 dispensed prescription of systemic MHT during 2005-2012 in Sweden. All CRC cases after drug initiation were extracted from the Swedish Cancer Registry. The association was assessed by multivariable conditional logistic and Cox regression models, presented as odds ratios (ORs) or hazard ratios (HRs) with 95% confidence intervals (CIs) considering different regimens, duration and age at treatment initiation. RESULTS Compared with non-users, MHT users had an overall reduced odds for colon (OR = 0.67, 95% CI 0.63-0.72) and rectal adenocarcinoma (OR = 0.66, 95% CI 0.60-0.73), especially among women aged 40-60 years. Current users of oestrogen-only preparations (E-MHT) showed a reduced odds (colon OR = 0.73, 95% CI 0.65-0.82; rectal OR = 0.76, 95% CI 0.64-0.90) compared to non-users, particularly with oestradiol and oestriol. Past E-MHT use showed stronger odds reductions (colon OR = 0.49, 95% CI 0.43-0.56; rectal OR = 0.36, 95% CI 0.28-0.45). Current use of oestrogen combined progestin therapy (EP-MHT) indicated a less prominent odds reduction (colon adenocarcinoma OR 0.62, 95% CI 0.54-0.72; rectal adenocarcinoma OR = 0.60, 95% CI 0.49-0.74) than past users. Tibolone showed an increased risk of left-sided colorectal adenocarcinoma. Oral and cutaneous MHT usage showed similar patterns. CONCLUSIONS MHT use may decrease colorectal adenocarcinoma risk, for both E-MHT and EP-MHT, and especially in past users.
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Huang T, Debelius J, Ploner A, Xiao X, Zhang T, Hu K, Zhang Z, Wang R, Ye W. Changes of the commensal microbiome during treatment are associated with clinical response in the nasopharyngeal carcinoma patients. Ann Oncol 2019. [DOI: 10.1093/annonc/mdz252.055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Wallace TC, Bultman S, D'Adamo C, Daniel CR, Debelius J, Ho E, Eliassen H, Lemanne D, Mukherjee P, Seyfried TN, Tian Q, Vahdat LT. Personalized Nutrition in Disrupting Cancer - Proceedings From the 2017 American College of Nutrition Annual Meeting. J Am Coll Nutr 2018; 38:1-14. [PMID: 30511901 DOI: 10.1080/07315724.2018.1500499] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Cancer is a major public health problem and is the second leading cause of death in the United States and worldwide; nearly one in six deaths are attributable to cancer. Approximately 20% of all cancers diagnosed in the United States are attributable to unhealthy diet, excessive alcohol consumption, physical inactivity, and body fatness. Individual cancers are distinct disease states that are multifactorial in their causation, making them exceedingly cumbersome to study from a nutrition standpoint. Genetic influences are a major piece of the puzzle and personalized nutrition is likely to be most effective in disrupting cancer during all stages. Increasing evidence shows that after a cancer diagnosis, continuing standard dietary recommendations may not be appropriate. This is because powerful dietary interventions such as short-term fasting and carbohydrate restriction can disrupt tumor metabolism, synergizing with standard therapies such as radiation and drug therapy to improve efficacy and ultimately, cancer survival. The importance of identifying dietary interventions cannot be overstated, and the American College of Nutrition's commitment to advancing knowledge and research is evidenced by dedication of the 2017 ACN Annual Meeting to "Disrupting Cancer: The Role of Personalized Nutrition" and this resulting proceedings manuscript, which summarizes the meeting's findings.
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Affiliation(s)
- Taylor C Wallace
- a Department of Nutrition and Food Studies , George Mason University , Fairfax, VA , USA.,b Think Healthy Group, Inc , Washington, DC , USA
| | - Scott Bultman
- c Department of Genetics, University of North Carolina School of Medicine
| | - Chris D'Adamo
- d Departments of Family and Community Medicine and Epidemiology and Public Health , Center for Integrative Medicine, University of Maryland School of Medicine
| | - Carrie R Daniel
- e Department of Epidemiology, Division of Cancer Prevention and Population Sciences , The University of Texas MD Anderson Cancer Center
| | - Justine Debelius
- f Department of Medical Epidemiology and Biostatistics , Karolinska Institute , Stockholm , Sweden
| | - Emily Ho
- g Moore Family Center for Whole Grain Foods, Nutrition and Preventive Health, School of Biological and Population Health Sciences, Linus Pauling Institute, Oregon State University
| | - Heather Eliassen
- h Channing Division of Network Medicine , Brigham and Women's Hospital and Harvard Medical School.,i Harvard T.H. Chan School of Public Health
| | - Dawn Lemanne
- j Department of Medicine , University of Arizona , Tucson.,k National Institute of Integrative Medicine , Melbourne , Australia.,l Oregon Integrative Oncology , Ashland , Oregon
| | | | | | - Qiang Tian
- n Institute for Systems Biology, P4 Medicine Institute
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Tripathi A, Debelius J, Brenner DA, Karin M, Loomba R, Schnabl B, Knight R. Publisher Correction: The gut-liver axis and the intersection with the microbiome. Nat Rev Gastroenterol Hepatol 2018; 15:785. [PMID: 29785003 PMCID: PMC7133393 DOI: 10.1038/s41575-018-0031-8] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
In the original version of Table 1 published online, upward arrows to indicate increased translocation of PAMPs were missing from the row entitled 'Translocation' for both the column on alcoholic liver disease and nonalcoholic fatty liver disease. This error has now been updated in the PDF and HTML version of the article.
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Katz Sand I, Zhu Y, Ntranos A, Clemente JC, Cekanaviciute E, Brandstadter R, Crabtree-Hartman E, Singh S, Bencosme Y, Debelius J, Knight R, Cree BAC, Baranzini SE, Casaccia P. Disease-modifying therapies alter gut microbial composition in MS. Neurol Neuroimmunol Neuroinflamm 2018; 6:e517. [PMID: 30568995 PMCID: PMC6278850 DOI: 10.1212/nxi.0000000000000517] [Citation(s) in RCA: 64] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/06/2018] [Accepted: 09/10/2018] [Indexed: 11/24/2022]
Abstract
Objective To determine the effects of the disease-modifying therapies, glatiramer acetate (GA) and dimethyl fumarate (DMF), on the gut microbiota in patients with MS. Methods Participants with relapsing MS who were either treatment-naive or treated with GA or DMF were recruited. Peripheral blood mononuclear cells were immunophenotyped. Bacterial DNA was extracted from stool, and amplicons targeting the V4 region of the bacterial/archaeal 16S rRNA gene were sequenced (Illumina MiSeq). Raw reads were clustered into Operational Taxonomic Units using the GreenGenes database. Differential abundance analysis was performed using linear discriminant analysis effect size. Phylogenetic investigation of communities by reconstruction of unobserved states was used to investigate changes to functional pathways resulting from differential taxon abundance. Results One hundred sixty-eight participants were included (treatment-naive n = 75, DMF n = 33, and GA n = 60). Disease-modifying therapies were associated with changes in the fecal microbiota composition. Both therapies were associated with decreased relative abundance of the Lachnospiraceae and Veillonellaceae families. In addition, DMF was associated with decreased relative abundance of the phyla Firmicutes and Fusobacteria and the order Clostridiales and an increase in the phylum Bacteroidetes. Despite the different changes in bacterial taxa, there was an overlap between functional pathways affected by both therapies. Interpretation Administration of GA or DMF is associated with differences in gut microbial composition in patients with MS. Because those changes affect critical metabolic pathways, we hypothesize that our findings may highlight mechanisms of pathophysiology and potential therapeutic intervention requiring further investigation.
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Affiliation(s)
- Ilana Katz Sand
- Department of Neurology (I.K.S., A.N., R.B., Y.B.), Department of Neuroscience (Y.Z., P.C.), and Department of Genetics & Genomic Sciences, Icahn Institute for Genomics & Multiscale Biology (J.C.C.), Icahn School of Medicine at Mount Sinai; Department of Neurology (E.C., E.C.-H., S.S., B.A.C.C., S.E.B.), Weill Institute for Neurosciences, University of California, San Francisco; E.C. is now with Universities Space Research Association, Space Biosciences Division, NASA Ames Research Center, Moffett Field, CA; Department of Pediatrics (J.D., R.K.), Department of Computer Science & Engineering (R.K.), and Center for Microbiome Innovation (R.K.), University of California, San Diego; and Neuroscience Initiative (P.C.), Advanced Research Science Center at the Graduate Center of the City University of New York
| | - Yunjiao Zhu
- Department of Neurology (I.K.S., A.N., R.B., Y.B.), Department of Neuroscience (Y.Z., P.C.), and Department of Genetics & Genomic Sciences, Icahn Institute for Genomics & Multiscale Biology (J.C.C.), Icahn School of Medicine at Mount Sinai; Department of Neurology (E.C., E.C.-H., S.S., B.A.C.C., S.E.B.), Weill Institute for Neurosciences, University of California, San Francisco; E.C. is now with Universities Space Research Association, Space Biosciences Division, NASA Ames Research Center, Moffett Field, CA; Department of Pediatrics (J.D., R.K.), Department of Computer Science & Engineering (R.K.), and Center for Microbiome Innovation (R.K.), University of California, San Diego; and Neuroscience Initiative (P.C.), Advanced Research Science Center at the Graduate Center of the City University of New York
| | - Achilles Ntranos
- Department of Neurology (I.K.S., A.N., R.B., Y.B.), Department of Neuroscience (Y.Z., P.C.), and Department of Genetics & Genomic Sciences, Icahn Institute for Genomics & Multiscale Biology (J.C.C.), Icahn School of Medicine at Mount Sinai; Department of Neurology (E.C., E.C.-H., S.S., B.A.C.C., S.E.B.), Weill Institute for Neurosciences, University of California, San Francisco; E.C. is now with Universities Space Research Association, Space Biosciences Division, NASA Ames Research Center, Moffett Field, CA; Department of Pediatrics (J.D., R.K.), Department of Computer Science & Engineering (R.K.), and Center for Microbiome Innovation (R.K.), University of California, San Diego; and Neuroscience Initiative (P.C.), Advanced Research Science Center at the Graduate Center of the City University of New York
| | - Jose C Clemente
- Department of Neurology (I.K.S., A.N., R.B., Y.B.), Department of Neuroscience (Y.Z., P.C.), and Department of Genetics & Genomic Sciences, Icahn Institute for Genomics & Multiscale Biology (J.C.C.), Icahn School of Medicine at Mount Sinai; Department of Neurology (E.C., E.C.-H., S.S., B.A.C.C., S.E.B.), Weill Institute for Neurosciences, University of California, San Francisco; E.C. is now with Universities Space Research Association, Space Biosciences Division, NASA Ames Research Center, Moffett Field, CA; Department of Pediatrics (J.D., R.K.), Department of Computer Science & Engineering (R.K.), and Center for Microbiome Innovation (R.K.), University of California, San Diego; and Neuroscience Initiative (P.C.), Advanced Research Science Center at the Graduate Center of the City University of New York
| | - Egle Cekanaviciute
- Department of Neurology (I.K.S., A.N., R.B., Y.B.), Department of Neuroscience (Y.Z., P.C.), and Department of Genetics & Genomic Sciences, Icahn Institute for Genomics & Multiscale Biology (J.C.C.), Icahn School of Medicine at Mount Sinai; Department of Neurology (E.C., E.C.-H., S.S., B.A.C.C., S.E.B.), Weill Institute for Neurosciences, University of California, San Francisco; E.C. is now with Universities Space Research Association, Space Biosciences Division, NASA Ames Research Center, Moffett Field, CA; Department of Pediatrics (J.D., R.K.), Department of Computer Science & Engineering (R.K.), and Center for Microbiome Innovation (R.K.), University of California, San Diego; and Neuroscience Initiative (P.C.), Advanced Research Science Center at the Graduate Center of the City University of New York
| | - Rachel Brandstadter
- Department of Neurology (I.K.S., A.N., R.B., Y.B.), Department of Neuroscience (Y.Z., P.C.), and Department of Genetics & Genomic Sciences, Icahn Institute for Genomics & Multiscale Biology (J.C.C.), Icahn School of Medicine at Mount Sinai; Department of Neurology (E.C., E.C.-H., S.S., B.A.C.C., S.E.B.), Weill Institute for Neurosciences, University of California, San Francisco; E.C. is now with Universities Space Research Association, Space Biosciences Division, NASA Ames Research Center, Moffett Field, CA; Department of Pediatrics (J.D., R.K.), Department of Computer Science & Engineering (R.K.), and Center for Microbiome Innovation (R.K.), University of California, San Diego; and Neuroscience Initiative (P.C.), Advanced Research Science Center at the Graduate Center of the City University of New York
| | - Elizabeth Crabtree-Hartman
- Department of Neurology (I.K.S., A.N., R.B., Y.B.), Department of Neuroscience (Y.Z., P.C.), and Department of Genetics & Genomic Sciences, Icahn Institute for Genomics & Multiscale Biology (J.C.C.), Icahn School of Medicine at Mount Sinai; Department of Neurology (E.C., E.C.-H., S.S., B.A.C.C., S.E.B.), Weill Institute for Neurosciences, University of California, San Francisco; E.C. is now with Universities Space Research Association, Space Biosciences Division, NASA Ames Research Center, Moffett Field, CA; Department of Pediatrics (J.D., R.K.), Department of Computer Science & Engineering (R.K.), and Center for Microbiome Innovation (R.K.), University of California, San Diego; and Neuroscience Initiative (P.C.), Advanced Research Science Center at the Graduate Center of the City University of New York
| | - Sneha Singh
- Department of Neurology (I.K.S., A.N., R.B., Y.B.), Department of Neuroscience (Y.Z., P.C.), and Department of Genetics & Genomic Sciences, Icahn Institute for Genomics & Multiscale Biology (J.C.C.), Icahn School of Medicine at Mount Sinai; Department of Neurology (E.C., E.C.-H., S.S., B.A.C.C., S.E.B.), Weill Institute for Neurosciences, University of California, San Francisco; E.C. is now with Universities Space Research Association, Space Biosciences Division, NASA Ames Research Center, Moffett Field, CA; Department of Pediatrics (J.D., R.K.), Department of Computer Science & Engineering (R.K.), and Center for Microbiome Innovation (R.K.), University of California, San Diego; and Neuroscience Initiative (P.C.), Advanced Research Science Center at the Graduate Center of the City University of New York
| | - Yadira Bencosme
- Department of Neurology (I.K.S., A.N., R.B., Y.B.), Department of Neuroscience (Y.Z., P.C.), and Department of Genetics & Genomic Sciences, Icahn Institute for Genomics & Multiscale Biology (J.C.C.), Icahn School of Medicine at Mount Sinai; Department of Neurology (E.C., E.C.-H., S.S., B.A.C.C., S.E.B.), Weill Institute for Neurosciences, University of California, San Francisco; E.C. is now with Universities Space Research Association, Space Biosciences Division, NASA Ames Research Center, Moffett Field, CA; Department of Pediatrics (J.D., R.K.), Department of Computer Science & Engineering (R.K.), and Center for Microbiome Innovation (R.K.), University of California, San Diego; and Neuroscience Initiative (P.C.), Advanced Research Science Center at the Graduate Center of the City University of New York
| | - Justine Debelius
- Department of Neurology (I.K.S., A.N., R.B., Y.B.), Department of Neuroscience (Y.Z., P.C.), and Department of Genetics & Genomic Sciences, Icahn Institute for Genomics & Multiscale Biology (J.C.C.), Icahn School of Medicine at Mount Sinai; Department of Neurology (E.C., E.C.-H., S.S., B.A.C.C., S.E.B.), Weill Institute for Neurosciences, University of California, San Francisco; E.C. is now with Universities Space Research Association, Space Biosciences Division, NASA Ames Research Center, Moffett Field, CA; Department of Pediatrics (J.D., R.K.), Department of Computer Science & Engineering (R.K.), and Center for Microbiome Innovation (R.K.), University of California, San Diego; and Neuroscience Initiative (P.C.), Advanced Research Science Center at the Graduate Center of the City University of New York
| | - Rob Knight
- Department of Neurology (I.K.S., A.N., R.B., Y.B.), Department of Neuroscience (Y.Z., P.C.), and Department of Genetics & Genomic Sciences, Icahn Institute for Genomics & Multiscale Biology (J.C.C.), Icahn School of Medicine at Mount Sinai; Department of Neurology (E.C., E.C.-H., S.S., B.A.C.C., S.E.B.), Weill Institute for Neurosciences, University of California, San Francisco; E.C. is now with Universities Space Research Association, Space Biosciences Division, NASA Ames Research Center, Moffett Field, CA; Department of Pediatrics (J.D., R.K.), Department of Computer Science & Engineering (R.K.), and Center for Microbiome Innovation (R.K.), University of California, San Diego; and Neuroscience Initiative (P.C.), Advanced Research Science Center at the Graduate Center of the City University of New York
| | - Bruce A C Cree
- Department of Neurology (I.K.S., A.N., R.B., Y.B.), Department of Neuroscience (Y.Z., P.C.), and Department of Genetics & Genomic Sciences, Icahn Institute for Genomics & Multiscale Biology (J.C.C.), Icahn School of Medicine at Mount Sinai; Department of Neurology (E.C., E.C.-H., S.S., B.A.C.C., S.E.B.), Weill Institute for Neurosciences, University of California, San Francisco; E.C. is now with Universities Space Research Association, Space Biosciences Division, NASA Ames Research Center, Moffett Field, CA; Department of Pediatrics (J.D., R.K.), Department of Computer Science & Engineering (R.K.), and Center for Microbiome Innovation (R.K.), University of California, San Diego; and Neuroscience Initiative (P.C.), Advanced Research Science Center at the Graduate Center of the City University of New York
| | - Sergio E Baranzini
- Department of Neurology (I.K.S., A.N., R.B., Y.B.), Department of Neuroscience (Y.Z., P.C.), and Department of Genetics & Genomic Sciences, Icahn Institute for Genomics & Multiscale Biology (J.C.C.), Icahn School of Medicine at Mount Sinai; Department of Neurology (E.C., E.C.-H., S.S., B.A.C.C., S.E.B.), Weill Institute for Neurosciences, University of California, San Francisco; E.C. is now with Universities Space Research Association, Space Biosciences Division, NASA Ames Research Center, Moffett Field, CA; Department of Pediatrics (J.D., R.K.), Department of Computer Science & Engineering (R.K.), and Center for Microbiome Innovation (R.K.), University of California, San Diego; and Neuroscience Initiative (P.C.), Advanced Research Science Center at the Graduate Center of the City University of New York
| | - Patrizia Casaccia
- Department of Neurology (I.K.S., A.N., R.B., Y.B.), Department of Neuroscience (Y.Z., P.C.), and Department of Genetics & Genomic Sciences, Icahn Institute for Genomics & Multiscale Biology (J.C.C.), Icahn School of Medicine at Mount Sinai; Department of Neurology (E.C., E.C.-H., S.S., B.A.C.C., S.E.B.), Weill Institute for Neurosciences, University of California, San Francisco; E.C. is now with Universities Space Research Association, Space Biosciences Division, NASA Ames Research Center, Moffett Field, CA; Department of Pediatrics (J.D., R.K.), Department of Computer Science & Engineering (R.K.), and Center for Microbiome Innovation (R.K.), University of California, San Diego; and Neuroscience Initiative (P.C.), Advanced Research Science Center at the Graduate Center of the City University of New York
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9
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Abstract
In the past decade, an exciting realization has been that diverse liver diseases - ranging from nonalcoholic steatohepatitis, alcoholic steatohepatitis and cirrhosis to hepatocellular carcinoma - fall along a spectrum. Work on the biology of the gut-liver axis has assisted in understanding the basic biology of both alcoholic fatty liver disease and nonalcoholic fatty liver disease (NAFLD). Of immense importance is the advancement in understanding the role of the microbiome, driven by high-throughput DNA sequencing and improved computational techniques that enable the complexity of the microbiome to be interrogated, together with improved experimental designs. Here, we review gut-liver communications in liver disease, exploring the molecular, genetic and microbiome relationships and discussing prospects for exploiting the microbiome to determine liver disease stage and to predict the effects of pharmaceutical, dietary and other interventions at a population and individual level. Although much work remains to be done in understanding the relationship between the microbiome and liver disease, rapid progress towards clinical applications is being made, especially in study designs that complement human intervention studies with mechanistic work in mice that have been humanized in multiple respects, including the genetic, immunological and microbiome characteristics of individual patients. These 'avatar mice' could be especially useful for guiding new microbiome-based or microbiome-informed therapies.
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Affiliation(s)
- Anupriya Tripathi
- Division of Biological Sciences, University of California, San Diego, La Jolla, CA, USA,Department of Pediatrics, University of California San Diego, CA,Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, CA
| | - Justine Debelius
- Department of Pediatrics, University of California San Diego, CA
| | - David A. Brenner
- NAFLD Research Center, Division of Gastroenterology, Department of Medicine, University of California at San Diego, San Diego, CA
| | - Michael Karin
- Department of Pediatrics, University of California San Diego, CA,Center for Microbiome Innovation, University of California San Diego, CA
| | - Rohit Loomba
- NAFLD Research Center, Division of Gastroenterology, Department of Medicine, University of California at San Diego, San Diego, CA,Center for Microbiome Innovation, University of California San Diego, CA
| | - Bernd Schnabl
- Department of Medicine, University of California San Diego, La Jolla, CA,Department of Medicine, VA San Diego Healthcare System, San Diego, CA,Center for Microbiome Innovation, University of California San Diego, CA
| | - Rob Knight
- Department of Pediatrics, University of California San Diego, CA,Department of Computer Science and Engineering, University of California San Diego, CA,Center for Microbiome Innovation, University of California San Diego, CA
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10
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Vázquez-Baeza Y, Callewaert C, Debelius J, Hyde E, Marotz C, Morton JT, Swafford A, Vrbanac A, Dorrestein PC, Knight R. Impacts of the Human Gut Microbiome on Therapeutics. Annu Rev Pharmacol Toxicol 2017; 58:253-270. [PMID: 28968189 DOI: 10.1146/annurev-pharmtox-042017-031849] [Citation(s) in RCA: 59] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
The human microbiome contains a vast source of genetic and biochemical variation, and its impacts on therapeutic responses are just beginning to be understood. This expanded understanding is especially important because the human microbiome differs far more among different people than does the human genome, and it is also dramatically easier to change. Here, we describe some of the major factors driving differences in the human microbiome among individuals and populations. We then describe some of the many ways in which gut microbes modify the action of specific chemotherapeutic agents, including nonsteroidal anti-inflammatory drugs and cardiac glycosides, and outline the potential of fecal microbiota transplant as a therapeutic. Intriguingly, microbes also alter how hosts respond to therapeutic agents through various pathways acting at distal sites. Finally, we discuss some of the computational and practical issues surrounding use of the microbiome to stratify individuals for drug response, and we envision a future where the microbiome will be modified to increase everyone's potential to benefit from therapy.
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Affiliation(s)
- Yoshiki Vázquez-Baeza
- Department of Computer Science and Engineering, University of California, San Diego, California 92093, USA;
| | - Chris Callewaert
- Department of Pediatrics, University of California, San Diego, California 92093, USA
| | - Justine Debelius
- Department of Pediatrics, University of California, San Diego, California 92093, USA
| | - Embriette Hyde
- Department of Pediatrics, University of California, San Diego, California 92093, USA
| | - Clarisse Marotz
- Biomedical Sciences, University of California, San Diego, California 92093, USA
| | - James T Morton
- Department of Computer Science and Engineering, University of California, San Diego, California 92093, USA;
| | - Austin Swafford
- Center for Microbiome Innovation, University of California, San Diego, California 92093, USA
| | - Alison Vrbanac
- Biomedical Sciences, University of California, San Diego, California 92093, USA
| | - Pieter C Dorrestein
- Pharmacy and Pharmaceutical Sciences, University of California, San Diego, California 92093, USA
| | - Rob Knight
- Department of Computer Science and Engineering, University of California, San Diego, California 92093, USA; .,Department of Pediatrics, University of California, San Diego, California 92093, USA.,Center for Microbiome Innovation, University of California, San Diego, California 92093, USA
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11
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Abstract
Many factors affect the microbiomes of humans, mice, and other mammals, but substantial challenges remain in determining which of these factors are of practical importance. Considering the relative effect sizes of both biological and technical covariates can help improve study design and the quality of biological conclusions. Care must be taken to avoid technical bias that can lead to incorrect biological conclusions. The presentation of quantitative effect sizes in addition to P values will improve our ability to perform meta-analysis and to evaluate potentially relevant biological effects. A better consideration of effect size and statistical power will lead to more robust biological conclusions in microbiome studies.
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Affiliation(s)
- Justine Debelius
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
| | - Se Jin Song
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
- Department of Ecology and Evolutionary Biology, University of Colorado Boulder, Boulder, CO, USA
| | - Yoshiki Vazquez-Baeza
- Department of Computer Science and Engineering, University of California San Diego, La Jolla, CA, USA
| | - Zhenjiang Zech Xu
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
| | - Antonio Gonzalez
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
| | - Rob Knight
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA.
- Department of Computer Science and Engineering, University of California San Diego, La Jolla, CA, USA.
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12
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Beaumont M, Goodrich JK, Jackson MA, Yet I, Davenport ER, Vieira-Silva S, Debelius J, Pallister T, Mangino M, Raes J, Knight R, Clark AG, Ley RE, Spector TD, Bell JT. Heritable components of the human fecal microbiome are associated with visceral fat. Genome Biol 2016; 17:189. [PMID: 27666579 PMCID: PMC5036307 DOI: 10.1186/s13059-016-1052-7] [Citation(s) in RCA: 150] [Impact Index Per Article: 18.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2016] [Accepted: 08/31/2016] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Variation in the human fecal microbiota has previously been associated with body mass index (BMI). Although obesity is a global health burden, the accumulation of abdominal visceral fat is the specific cardio-metabolic disease risk factor. Here, we explore links between the fecal microbiota and abdominal adiposity using body composition as measured by dual-energy X-ray absorptiometry in a large sample of twins from the TwinsUK cohort, comparing fecal 16S rRNA diversity profiles with six adiposity measures. RESULTS We profile six adiposity measures in 3666 twins and estimate their heritability, finding novel evidence for strong genetic effects underlying visceral fat and android/gynoid ratio. We confirm the association of lower diversity of the fecal microbiome with obesity and adiposity measures, and then compare the association between fecal microbial composition and the adiposity phenotypes in a discovery subsample of twins. We identify associations between the relative abundances of fecal microbial operational taxonomic units (OTUs) and abdominal adiposity measures. Most of these results involve visceral fat associations, with the strongest associations between visceral fat and Oscillospira members. Using BMI as a surrogate phenotype, we pursue replication in independent samples from three population-based cohorts including American Gut, Flemish Gut Flora Project and the extended TwinsUK cohort. Meta-analyses across the replication samples indicate that 8 OTUs replicate at a stringent threshold across all cohorts, while 49 OTUs achieve nominal significance in at least one replication sample. Heritability analysis of the adiposity-associated microbial OTUs prompted us to assess host genetic-microbe interactions at obesity-associated human candidate loci. We observe significant associations of adiposity-OTU abundances with host genetic variants in the FHIT, TDRG1 and ELAVL4 genes, suggesting a potential role for host genes to mediate the link between the fecal microbiome and obesity. CONCLUSIONS Our results provide novel insights into the role of the fecal microbiota in cardio-metabolic disease with clear potential for prevention and novel therapies.
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Affiliation(s)
- Michelle Beaumont
- Department of Twin Research & Genetic Epidemiology, King's College London, St Thomas' Hospital, 3rd Floor, South Wing, Block D, London, SE1 7EH, UK
| | - Julia K Goodrich
- Department of Microbiology, Cornell University, Ithaca, NY, 14853, USA
- Department of Molecular Biology and Genetics, Cornell University, Ithaca, NY, 14853, USA
| | - Matthew A Jackson
- Department of Twin Research & Genetic Epidemiology, King's College London, St Thomas' Hospital, 3rd Floor, South Wing, Block D, London, SE1 7EH, UK
| | - Idil Yet
- Department of Twin Research & Genetic Epidemiology, King's College London, St Thomas' Hospital, 3rd Floor, South Wing, Block D, London, SE1 7EH, UK
| | - Emily R Davenport
- Department of Molecular Biology and Genetics, Cornell University, Ithaca, NY, 14853, USA
| | - Sara Vieira-Silva
- Department of Microbiology and Immunology, KU Leuven - University of Leuven, Leuven, Belgium
- VIB lab for Bioinformatics and (eco-)systems biology, Leuven, Belgium
| | - Justine Debelius
- Department of Chemistry and Biochemistry, University of Colorado, Boulder, CO, 80309, USA
- Present address: Departments of Pediatrics and Computer Science and Engineering, University of California San Diego, La Jolla, CA, 92093, USA
| | - Tess Pallister
- Department of Twin Research & Genetic Epidemiology, King's College London, St Thomas' Hospital, 3rd Floor, South Wing, Block D, London, SE1 7EH, UK
| | - Massimo Mangino
- Department of Twin Research & Genetic Epidemiology, King's College London, St Thomas' Hospital, 3rd Floor, South Wing, Block D, London, SE1 7EH, UK
| | - Jeroen Raes
- Department of Microbiology and Immunology, KU Leuven - University of Leuven, Leuven, Belgium
- VIB lab for Bioinformatics and (eco-)systems biology, Leuven, Belgium
| | - Rob Knight
- Department of Chemistry and Biochemistry, University of Colorado, Boulder, CO, 80309, USA
- Biofrontiers Institute, University of Colorado, Boulder, CO, 80309, USA
- Howard Hughes Medical Institute, Boulder, CO, 80309, USA
- Present address: Departments of Pediatrics and Computer Science and Engineering, University of California San Diego, La Jolla, CA, 92093, USA
| | - Andrew G Clark
- Department of Microbiology, Cornell University, Ithaca, NY, 14853, USA
| | - Ruth E Ley
- Department of Microbiology, Cornell University, Ithaca, NY, 14853, USA
- Department of Microbiome Science, Max Planck Institute for Developmental Biology, Tübingen, Germany
| | - Tim D Spector
- Department of Twin Research & Genetic Epidemiology, King's College London, St Thomas' Hospital, 3rd Floor, South Wing, Block D, London, SE1 7EH, UK.
| | - Jordana T Bell
- Department of Twin Research & Genetic Epidemiology, King's College London, St Thomas' Hospital, 3rd Floor, South Wing, Block D, London, SE1 7EH, UK.
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13
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Gilbert JA, Quinn RA, Debelius J, Xu ZZ, Morton J, Garg N, Jansson JK, Dorrestein PC, Knight R. Microbiome-wide association studies link dynamic microbial consortia to disease. Nature 2016; 535:94-103. [PMID: 27383984 DOI: 10.1038/nature18850] [Citation(s) in RCA: 428] [Impact Index Per Article: 53.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2015] [Accepted: 05/06/2016] [Indexed: 12/16/2022]
Abstract
Rapid advances in DNA sequencing, metabolomics, proteomics and computational tools are dramatically increasing access to the microbiome and identification of its links with disease. In particular, time-series studies and multiple molecular perspectives are facilitating microbiome-wide association studies, which are analogous to genome-wide association studies. Early findings point to actionable outcomes of microbiome-wide association studies, although their clinical application has yet to be approved. An appreciation of the complexity of interactions among the microbiome and the host's diet, chemistry and health, as well as determining the frequency of observations that are needed to capture and integrate this dynamic interface, is paramount for developing precision diagnostics and therapies that are based on the microbiome.
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Affiliation(s)
- Jack A Gilbert
- Department of Surgery, University of Chicago, Chicago, Illinois 60637, USA
| | - Robert A Quinn
- Department of Pharmacology, University of California San Diego, La Jolla, California 92093, USA.,Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, California 92093, USA.,Center for Microbiome Innovation, Jacobs School of Engineering, University of California, San Diego, La Jolla, California 92093, USA
| | - Justine Debelius
- Department of Pediatrics, University of California, San Diego School of Medicine, La Jolla, California 92093, USA
| | - Zhenjiang Z Xu
- Department of Pediatrics, University of California, San Diego School of Medicine, La Jolla, California 92093, USA
| | - James Morton
- Department of Computer Science and Engineering, Jacobs School of Engineering, University of California San Diego, La Jolla, California 92093, USA
| | - Neha Garg
- Department of Pharmacology, University of California San Diego, La Jolla, California 92093, USA.,Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, California 92093, USA
| | - Janet K Jansson
- Earth and Biological Sciences Directorate, Pacific Northwest National Laboratory, Richland, Washington 99354, USA
| | - Pieter C Dorrestein
- Department of Pharmacology, University of California San Diego, La Jolla, California 92093, USA.,Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, California 92093, USA.,Center for Microbiome Innovation, Jacobs School of Engineering, University of California, San Diego, La Jolla, California 92093, USA.,Department of Pediatrics, University of California, San Diego School of Medicine, La Jolla, California 92093, USA
| | - Rob Knight
- Center for Microbiome Innovation, Jacobs School of Engineering, University of California, San Diego, La Jolla, California 92093, USA.,Department of Pediatrics, University of California, San Diego School of Medicine, La Jolla, California 92093, USA.,Department of Computer Science and Engineering, Jacobs School of Engineering, University of California San Diego, La Jolla, California 92093, USA
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14
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McDonald D, Hornig M, Lozupone C, Debelius J, Gilbert JA, Knight R. Towards large-cohort comparative studies to define the factors influencing the gut microbial community structure of ASD patients. Microb Ecol Health Dis 2015; 26:26555. [PMID: 25758371 PMCID: PMC4355505 DOI: 10.3402/mehd.v26.26555] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 11/04/2014] [Revised: 02/12/2015] [Accepted: 02/12/2015] [Indexed: 12/15/2022]
Abstract
Differences in the gut microbiota have been reported between individuals with autism spectrum disorders (ASD) and neurotypical controls, although direct evidence that changes in the microbiome contribute to causing ASD has been scarce to date. Here we summarize some considerations of experimental design that can help untangle causality in this complex system. In particular, large cross-sectional studies that can factor out important variables such as diet, prospective longitudinal studies that remove some of the influence of interpersonal variation in the microbiome (which is generally high, especially in children), and studies transferring microbial communities into germ-free mice may be especially useful. Controlling for the effects of technical variables, which have complicated efforts to combine existing studies, is critical when biological effect sizes are small. Large citizen-science studies with thousands of participants such as the American Gut Project have been effective at uncovering subtle microbiome effects in self-collected samples and with self-reported diet and behavior data, and may provide a useful complement to other types of traditionally funded and conducted studies in the case of ASD, especially in the hypothesis generation phase.
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Affiliation(s)
- Daniel McDonald
- BioFrontiers Institute, University of Colorado, Boulder, CO, USA.,Department of Computer Science, University of Colorado, Boulder, CO, USA
| | - Mady Hornig
- Center for Infection and Immunity, Columbia University Mailman School of Public Health, New York, NY, USA.,Department of Epidemiology, Columbia University Mailman School of Public Health, New York, NY, USA
| | - Catherine Lozupone
- Department of Medicine, University of Colorado Denver, Anschutz Medical Campus, Aurora, CO, USA
| | - Justine Debelius
- Department of Computer Science, University of Colorado, Boulder, CO, USA.,Department of Chemistry and Biochemistry, University of Colorado at Boulder, Boulder, CO, USA
| | - Jack A Gilbert
- Institute for Genomic and Systems Biology, Argonne National Laboratory, Argonne, IL, USA.,Department of Ecology and Evolution, University of Chicago, Chicago, IL, USA.,Marine Biological Laboratory, Woods Hole, MA, USA.,College of Environmental and Resource Sciences, Zhejiang University, Hangzhou, China;
| | - Rob Knight
- Department of Computer Science, University of Colorado, Boulder, CO, USA.,Department of Chemistry and Biochemistry, University of Colorado at Boulder, Boulder, CO, USA.,Howard Hughes Medical Institute, Boulder, CO, USA
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15
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Abstract
The microbiota, and the genes that comprise its microbiome, play key roles in human health. Host-microbe interactions affect immunity, metabolism, development, and behavior, and dysbiosis of gut bacteria contributes to disease. Despite advances in correlating changes in the microbiota with various conditions, specific mechanisms of host-microbiota signaling remain largely elusive. We discuss the synthesis of microbial metabolites, their absorption, and potential physiological effects on the host. We propose that the effects of specialized metabolites may explain present knowledge gaps in linking the gut microbiota to biological host mechanisms during initial colonization, and in health and disease.
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Affiliation(s)
- Gil Sharon
- Division of Biology and Biological Engineering, California institute of Technology, Pasadena, CA 91125, USA
| | - Neha Garg
- Skaggs School of Pharmacy & Pharmaceutical Sciences, University of California at San Diego, La Jolla, CA 92093, USA
| | - Justine Debelius
- Department of Chemistry and Biochemistry, University of Colorado, Boulder, CO 80309, USA
| | - Rob Knight
- Department of Chemistry and Biochemistry, University of Colorado, Boulder, CO 80309, USA; Howard Hughes Medical Institute, Boulder, CO 80309, USA
| | - Pieter C Dorrestein
- Skaggs School of Pharmacy & Pharmaceutical Sciences, University of California at San Diego, La Jolla, CA 92093, USA; Department of Pharmacology, University of California at San Diego, La Jolla, CA 92093, USA
| | - Sarkis K Mazmanian
- Division of Biology and Biological Engineering, California institute of Technology, Pasadena, CA 91125, USA.
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