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Franzosa EA, Sirota-Madi A, Avila-Pacheco J, Fornelos N, Haiser HJ, Reinker S, Vatanen T, Hall AB, Mallick H, McIver LJ, Sauk JS, Wilson RG, Stevens BW, Scott JM, Pierce K, Deik AA, Bullock K, Imhann F, Porter JA, Zhernakova A, Fu J, Weersma RK, Wijmenga C, Clish CB, Vlamakis H, Huttenhower C, Xavier RJ. Author Correction: Gut microbiome structure and metabolic activity in inflammatory bowel disease. Nat Microbiol 2019; 4:898. [PMID: 30971771 DOI: 10.1038/s41564-019-0442-5] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
In the Supplementary Tables 2, 4 and 6 originally published with this Article, the authors mistakenly included sample identifiers in the form of UMCGs rather than UMCG IBDs in the validation cohort; this has now been amended.
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Affiliation(s)
- Eric A Franzosa
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Department of Biostatistics, Harvard School of Public Health, Boston, MA, USA
| | | | | | | | - Henry J Haiser
- Novartis Institute for Biomedical Research Inc, Cambridge, MA, USA
| | - Stefan Reinker
- Novartis Institute for Biomedical Research Inc, Cambridge, MA, USA
| | - Tommi Vatanen
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | | | - Himel Mallick
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Department of Biostatistics, Harvard School of Public Health, Boston, MA, USA
| | - Lauren J McIver
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Department of Biostatistics, Harvard School of Public Health, Boston, MA, USA
| | - Jenny S Sauk
- Gastrointestinal Unit and Center for the Study of Inflammatory Bowel Disease, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Robin G Wilson
- Gastrointestinal Unit and Center for the Study of Inflammatory Bowel Disease, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Betsy W Stevens
- Gastrointestinal Unit and Center for the Study of Inflammatory Bowel Disease, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | | | - Kerry Pierce
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Amy A Deik
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Kevin Bullock
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Floris Imhann
- Department of Gastroenterology and Hepatology, University of Groningen and University Medical Center Groningen, Groningen, The Netherlands.,Department of Genetics, University of Groningen and University Medical Center Groningen, Groningen, The Netherlands
| | - Jeffrey A Porter
- Novartis Institute for Biomedical Research Inc, Basel, Switzerland
| | - Alexandra Zhernakova
- Department of Genetics, University of Groningen and University Medical Center Groningen, Groningen, The Netherlands
| | - Jingyuan Fu
- Department of Genetics, University of Groningen and University Medical Center Groningen, Groningen, The Netherlands.,Department of Pediatrics, University of Groningen and University Medical Center Groningen, Groningen, The Netherlands
| | - Rinse K Weersma
- Department of Gastroenterology and Hepatology, University of Groningen and University Medical Center Groningen, Groningen, The Netherlands
| | - Cisca Wijmenga
- Department of Genetics, University of Groningen and University Medical Center Groningen, Groningen, The Netherlands.,Department of Immunology, K.G. Jebsen Coeliac Disease Research Centre, University of Oslo, Oslo, Norway
| | - Clary B Clish
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Hera Vlamakis
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Curtis Huttenhower
- Broad Institute of MIT and Harvard, Cambridge, MA, USA. .,Department of Biostatistics, Harvard School of Public Health, Boston, MA, USA.
| | - Ramnik J Xavier
- Broad Institute of MIT and Harvard, Cambridge, MA, USA. .,Gastrointestinal Unit and Center for the Study of Inflammatory Bowel Disease, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA. .,Center for Microbiome Informatics and Therapeutics, Massachusetts Institute of Technology, Cambridge, MA, USA.
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2
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Franzosa EA, Sirota-Madi A, Avila-Pacheco J, Fornelos N, Haiser HJ, Reinker S, Vatanen T, Hall AB, Mallick H, McIver LJ, Sauk JS, Wilson RG, Stevens BW, Scott JM, Pierce K, Deik AA, Bullock K, Imhann F, Porter JA, Zhernakova A, Fu J, Weersma RK, Wijmenga C, Clish CB, Vlamakis H, Huttenhower C, Xavier RJ. Gut microbiome structure and metabolic activity in inflammatory bowel disease. Nat Microbiol 2019; 4:293-305. [PMID: 30531976 PMCID: PMC6342642 DOI: 10.1038/s41564-018-0306-4] [Citation(s) in RCA: 881] [Impact Index Per Article: 176.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2017] [Accepted: 10/25/2018] [Indexed: 12/13/2022]
Abstract
The inflammatory bowel diseases (IBDs), which include Crohn's disease (CD) and ulcerative colitis (UC), are multifactorial chronic conditions of the gastrointestinal tract. While IBD has been associated with dramatic changes in the gut microbiota, changes in the gut metabolome-the molecular interface between host and microbiota-are less well understood. To address this gap, we performed untargeted metabolomic and shotgun metagenomic profiling of cross-sectional stool samples from discovery (n = 155) and validation (n = 65) cohorts of CD, UC and non-IBD control patients. Metabolomic and metagenomic profiles were broadly correlated with faecal calprotectin levels (a measure of gut inflammation). Across >8,000 measured metabolite features, we identified chemicals and chemical classes that were differentially abundant in IBD, including enrichments for sphingolipids and bile acids, and depletions for triacylglycerols and tetrapyrroles. While > 50% of differentially abundant metabolite features were uncharacterized, many could be assigned putative roles through metabolomic 'guilt by association' (covariation with known metabolites). Differentially abundant species and functions from the metagenomic profiles reflected adaptation to oxidative stress in the IBD gut, and were individually consistent with previous findings. Integrating these data, however, we identified 122 robust associations between differentially abundant species and well-characterized differentially abundant metabolites, indicating possible mechanistic relationships that are perturbed in IBD. Finally, we found that metabolome- and metagenome-based classifiers of IBD status were highly accurate and, like the vast majority of individual trends, generalized well to the independent validation cohort. Our findings thus provide an improved understanding of perturbations of the microbiome-metabolome interface in IBD, including identification of many potential diagnostic and therapeutic targets.
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Affiliation(s)
- Eric A Franzosa
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Biostatistics, Harvard School of Public Health, Boston, MA, USA
| | | | | | | | - Henry J Haiser
- Novartis Institute for Biomedical Research Inc., Cambridge, MA, USA
| | - Stefan Reinker
- Novartis Institute for Biomedical Research Inc., Cambridge, MA, USA
| | - Tommi Vatanen
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | | | - Himel Mallick
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Biostatistics, Harvard School of Public Health, Boston, MA, USA
| | - Lauren J McIver
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Biostatistics, Harvard School of Public Health, Boston, MA, USA
| | - Jenny S Sauk
- Gastrointestinal Unit and Center for the Study of Inflammatory Bowel Disease, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Robin G Wilson
- Gastrointestinal Unit and Center for the Study of Inflammatory Bowel Disease, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Betsy W Stevens
- Gastrointestinal Unit and Center for the Study of Inflammatory Bowel Disease, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | | | - Kerry Pierce
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Amy A Deik
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Kevin Bullock
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Floris Imhann
- Department of Gastroenterology and Hepatology, University of Groningen and University Medical Center Groningen, Groningen, The Netherlands
- Department of Genetics, University of Groningen and University Medical Center Groningen, Groningen, The Netherlands
| | - Jeffrey A Porter
- Novartis Institute for Biomedical Research Inc., Basel, Switzerland
| | - Alexandra Zhernakova
- Department of Genetics, University of Groningen and University Medical Center Groningen, Groningen, The Netherlands
| | - Jingyuan Fu
- Department of Genetics, University of Groningen and University Medical Center Groningen, Groningen, The Netherlands
- Department of Pediatrics, University of Groningen and University Medical Center Groningen, Groningen, The Netherlands
| | - Rinse K Weersma
- Department of Gastroenterology and Hepatology, University of Groningen and University Medical Center Groningen, Groningen, The Netherlands
| | - Cisca Wijmenga
- Department of Genetics, University of Groningen and University Medical Center Groningen, Groningen, The Netherlands
- Department of Immunology, K.G. Jebsen Coeliac Disease Research Centre, University of Oslo, Oslo, Norway
| | - Clary B Clish
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Hera Vlamakis
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Curtis Huttenhower
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.
- Department of Biostatistics, Harvard School of Public Health, Boston, MA, USA.
| | - Ramnik J Xavier
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.
- Gastrointestinal Unit and Center for the Study of Inflammatory Bowel Disease, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.
- Center for Microbiome Informatics and Therapeutics, Massachusetts Institute of Technology, Cambridge, MA, USA.
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Ananthakrishnan AN, Luo C, Yajnik V, Khalili H, Garber JJ, Stevens BW, Cleland T, Xavier RJ. Gut Microbiome Function Predicts Response to Anti-integrin Biologic Therapy in Inflammatory Bowel Diseases. Cell Host Microbe 2017; 21:603-610.e3. [PMID: 28494241 DOI: 10.1016/j.chom.2017.04.010] [Citation(s) in RCA: 256] [Impact Index Per Article: 36.6] [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: 12/02/2016] [Revised: 03/14/2017] [Accepted: 04/24/2017] [Indexed: 02/07/2023]
Abstract
The gut microbiome plays a central role in inflammatory bowel diseases (IBDs) pathogenesis and propagation. To determine whether the gut microbiome may predict responses to IBD therapy, we conducted a prospective study with Crohn's disease (CD) or ulcerative colitis (UC) patients initiating anti-integrin therapy (vedolizumab). Disease activity and stool metagenomes at baseline, and weeks 14, 30, and 54 after therapy initiation were assessed. Community α-diversity was significantly higher, and Roseburia inulinivorans and a Burkholderiales species were more abundant at baseline among CD patients achieving week 14 remission. Several significant associations were identified with microbial function; 13 pathways including branched chain amino acid synthesis were significantly enriched in baseline samples from CD patients achieving remission. A neural network algorithm, vedoNet, incorporating microbiome and clinical data, provided highest classifying power for clinical remission. We hypothesize that the trajectory of early microbiome changes may be a marker of response to IBD treatment.
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Affiliation(s)
- Ashwin N Ananthakrishnan
- Division of Gastroenterology, Massachusetts General Hospital, Boston, MA 02114, USA; Harvard Medical School, Boston, MA 02115, USA
| | - Chengwei Luo
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Vijay Yajnik
- Division of Gastroenterology, Massachusetts General Hospital, Boston, MA 02114, USA; Harvard Medical School, Boston, MA 02115, USA
| | - Hamed Khalili
- Division of Gastroenterology, Massachusetts General Hospital, Boston, MA 02114, USA; Harvard Medical School, Boston, MA 02115, USA
| | - John J Garber
- Division of Gastroenterology, Massachusetts General Hospital, Boston, MA 02114, USA
| | | | - Thomas Cleland
- Division of Gastroenterology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Ramnik J Xavier
- Division of Gastroenterology, Massachusetts General Hospital, Boston, MA 02114, USA; Harvard Medical School, Boston, MA 02115, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Center for Microbiome Informatics and Therapeutics, Massachusetts Institute of Technology, Cambridge, MA 02142, USA.
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4
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Stevens BW, Borren NZ, Velonias G, Conway G, Cleland T, Andrews E, Khalili H, Garber JJ, Xavier RJ, Yajnik V, Ananthakrishnan AN. Erratum to: Vedolizumab Therapy Is Associated with an Improvement in Sleep Quality and Mood in Inflammatory Bowel Diseases. Dig Dis Sci 2017; 62:552. [PMID: 27864657 DOI: 10.1007/s10620-016-4380-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/09/2022]
Affiliation(s)
- Betsy W Stevens
- Division of Gastroenterology, Massachusetts General Hospital Crohn's and Colitis Centre, 165 Cambridge Street, 9th Floor, Boston, MA, 02114, USA
| | - Nynke Z Borren
- Division of Gastroenterology, Massachusetts General Hospital Crohn's and Colitis Centre, 165 Cambridge Street, 9th Floor, Boston, MA, 02114, USA
- University of Groningen, Groningen, The Netherlands
| | - Gabriella Velonias
- Division of Gastroenterology, Massachusetts General Hospital Crohn's and Colitis Centre, 165 Cambridge Street, 9th Floor, Boston, MA, 02114, USA
| | - Grace Conway
- Division of Gastroenterology, Massachusetts General Hospital Crohn's and Colitis Centre, 165 Cambridge Street, 9th Floor, Boston, MA, 02114, USA
| | - Thom Cleland
- Division of Gastroenterology, Massachusetts General Hospital Crohn's and Colitis Centre, 165 Cambridge Street, 9th Floor, Boston, MA, 02114, USA
| | - Elizabeth Andrews
- Division of Gastroenterology, Massachusetts General Hospital Crohn's and Colitis Centre, 165 Cambridge Street, 9th Floor, Boston, MA, 02114, USA
| | - Hamed Khalili
- Division of Gastroenterology, Massachusetts General Hospital Crohn's and Colitis Centre, 165 Cambridge Street, 9th Floor, Boston, MA, 02114, USA
- Harvard Medical School, Boston, MA, USA
| | - John J Garber
- Division of Gastroenterology, Massachusetts General Hospital Crohn's and Colitis Centre, 165 Cambridge Street, 9th Floor, Boston, MA, 02114, USA
- Harvard Medical School, Boston, MA, USA
| | - Ramnik J Xavier
- Division of Gastroenterology, Massachusetts General Hospital Crohn's and Colitis Centre, 165 Cambridge Street, 9th Floor, Boston, MA, 02114, USA
- Harvard Medical School, Boston, MA, USA
| | - Vijay Yajnik
- Division of Gastroenterology, Massachusetts General Hospital Crohn's and Colitis Centre, 165 Cambridge Street, 9th Floor, Boston, MA, 02114, USA
- Harvard Medical School, Boston, MA, USA
| | - Ashwin N Ananthakrishnan
- Division of Gastroenterology, Massachusetts General Hospital Crohn's and Colitis Centre, 165 Cambridge Street, 9th Floor, Boston, MA, 02114, USA.
- Harvard Medical School, Boston, MA, USA.
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Wilson RG, Stevens BW, Guo AY, Russell CN, Thornton A, Cohen MA, Sturgeon HC, Giallourakis C, Khalili H, Nguyen DD, Yajnik V, Sauk J, Ananthakrishnan AN. High C-Reactive Protein Is Associated with Poor Sleep Quality Independent of Nocturnal Symptoms in Patients with Inflammatory Bowel Disease. Dig Dis Sci 2015; 60:2136-43. [PMID: 25701321 PMCID: PMC4466073 DOI: 10.1007/s10620-015-3580-5] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2014] [Accepted: 02/04/2015] [Indexed: 12/12/2022]
Abstract
BACKGROUND Sleep disruption is common in inflammatory bowel diseases (IBD). However, studies demonstrating a similar prevalence in irritable bowel syndrome suggest that nighttime disruption due to diarrhea and abdominal pain may be key drivers of poor sleep quality. Whether inflammation is associated with poor sleep independently has not been examined previously. METHODS This single-center study included subjects with IBD recruited to an ongoing prospective registry who completed a questionnaire assessing sleep quality and mood. Inflammatory marker levels [C-reactive protein (CRP), erythrocyte sedimentation rate] and clinical disease activity including nighttime disruption on the day of enrollment were obtained from the medical record. Logistic regression models were used to identify predictors of sleep quality. RESULTS The study included 131 subjects (72 women) with a median age of IBD diagnosis of 25 years. Twenty-three subjects (19 %) had a high C-reactive protein level (≥8 mg/dL). Poor sleep was more common in those with high CRP levels than with normal values (70 vs. 39 %, p = 0.009). This association remained significant on multivariate analysis [Odds ratio (OR) 4.12, 95 % confidence interval (CI) 1.38-12.29]. Adjusting for the presence of nighttime disruption did not significant alter this association (OR 3.16, 95 % CI 1.01-9.90). High CRP correlated with poor sleep even in patients not experiencing nocturnal symptoms (n = 101, OR 4.89, 95 % CI 1.24-19.36). CONCLUSION High CRP is associated with poor sleep quality in IBD independent of the presence of nighttime disruptions, suggesting that a relationship exists between circulating inflammatory markers and sleep.
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Affiliation(s)
- Robin G. Wilson
- Division of Gastroenterology, Massachusetts General Hospital, Boston, MA
| | - Betsy W. Stevens
- Division of Gastroenterology, Massachusetts General Hospital, Boston, MA
| | - Abra Y. Guo
- Division of Gastroenterology, Massachusetts General Hospital, Boston, MA
| | - Caitlin N. Russell
- Division of Gastroenterology, Massachusetts General Hospital, Boston, MA
| | - Anna Thornton
- Division of Gastroenterology, Massachusetts General Hospital, Boston, MA
| | - Melissa A. Cohen
- Division of Gastroenterology, Massachusetts General Hospital, Boston, MA
| | - Holly C. Sturgeon
- Division of Gastroenterology, Massachusetts General Hospital, Boston, MA
| | | | - Hamed Khalili
- Division of Gastroenterology, Massachusetts General Hospital, Boston, MA
| | - Deanna D. Nguyen
- Division of Gastroenterology, Massachusetts General Hospital, Boston, MA
| | - Vijay Yajnik
- Division of Gastroenterology, Massachusetts General Hospital, Boston, MA
| | - Jenny Sauk
- Division of Gastroenterology, Massachusetts General Hospital, Boston, MA
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Abstract
To determine whether 2,6-dichlorophenol is solely a sex pheromone, the response to it by the various stages of the American dog tick, Dermacentor variabilis, were compared. In contrast to adults, 2,6-dichlorophenol was attractive to unfed nymphs and to unfed larvae. Use of this chemical also prompted the expression of a novel type of 'feeding' posture behavior in adults. The overlap in attraction to other substituted phenols plus the lack of functional value of this response for larvae and nymphs rules out the possibility that 2,6-dichlorophenol is a general attractant. However, 2,6-dichlorophenol likely plays a dual role as an attachment stimulant in the adult tick.
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Affiliation(s)
- J A Yoder
- Department of Biology, The Illinois College, Jacksonville 62650, USA.
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Yoder JA, Stevens BW, Crouch KC. Squalene: a naturally abundant mammalian skin secretion and long distance tick-attractant (Acari: Ixodidae). J Med Entomol 1999; 36:526-529. [PMID: 10467784 DOI: 10.1093/jmedent/36.4.526] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
Squalene is a naturally occurring lipid on mammalian skin and is an attractant to the lone star tick, Amblyomma americanum (L.). In this study, we compared squalene to the standard tick-attractants, benzaldehyde, isobutyric acid, methyl salicylate, nonanoic acid, and o-nitrophenol identified as active ingredients of tick aggregation-attachment pheromones and determined its effectiveness in field and laboratory settings at varying distances. Squalene was detected from 1/4 m greater than the standard tick attractants, attracted a greater percentage of ticks (75 compared with 0-43%) and featured a rapid response time (< 30 min). Thus, squalene contributes more to the tick's ability to locate hosts at greater distances than aggregation-attachment pheromones. These results have important implications for improving tick monitoring and control programs by adding squalene as a supplement to existing attractant baits.
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Affiliation(s)
- J A Yoder
- Department of Biology, Illinois College, Jacksonville 62650, USA
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