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Gundogan K, Nellis MM, Ozer NT, Ergul SS, Sahin GG, Temel S, Yuksel RC, Teeny S, Alvarez JA, Sungur M, Jones DP, Ziegler TR. High-resolution plasma metabolomics and thiamine status in critically Ill adult patients. Metabolomics 2024; 20:83. [PMID: 39066851 PMCID: PMC11283406 DOI: 10.1007/s11306-024-02144-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/11/2023] [Accepted: 06/24/2024] [Indexed: 07/30/2024]
Abstract
INTRODUCTION Thiamine (Vitamin B1) is an essential micronutrient and is classically considered a co-factor in energy metabolism. The association between thiamine status and whole-body metabolism in critical illness has not been studied. OBJECTIVES To determine association between whole blood thiamine pyrophosphate (TPP) concentrations and plasma metabolites and connected metabolic pathways using high resolution metabolomics (HRM) in critically ill patients. METHODS Cross-sectional study performed at Erciyes University Hospital, Kayseri, Turkey and Emory University, Atlanta, GA, USA. Participants were critically ill adults with an expected length of intensive care unit stay longer than 48 h and receiving chronic furosemide therapy. A total of 76 participants were included. Mean age was 69 years (range 33-92 years); 65% were female. Blood for TPP and metabolomics was obtained on the day of ICU admission. Whole blood TPP was measured by HPLC and plasma HRM was performed using liquid chromatography/mass spectrometry. Data was analyzed using regression analysis of TPP levels against all plasma metabolomic features in metabolome-wide association studies (MWAS). MWAS using the highest and lowest TPP concentration tertiles was performed as a secondary analysis. RESULTS Specific metabolic pathways associated with whole blood TPP levels in regression and tertile analysis included pentose phosphate, fructose and mannose, branched chain amino acid, arginine and proline, linoleate, and butanoate pathways. CONCLUSIONS Plasma HRM revealed that thiamine status, determined by whole blood TPP concentrations, was significantly associated with metabolites and metabolic pathways related to metabolism of energy, carbohydrates, amino acids, lipids, and the gut microbiome in adult critically ill patients.
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Affiliation(s)
- Kursat Gundogan
- Division of Intensive Care Medicine, Department of Internal Medicine, Erciyes University School of Medicine, Melikgazi, 38039, Kayseri, Turkey.
- Division of Clinical Nutrition, Erciyes University Health Sciences Institute, Kayseri, Turkey.
| | - Mary M Nellis
- Clinical Biomarkers Laboratory, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
| | - Nurhayat T Ozer
- Division of Clinical Nutrition, Erciyes University Health Sciences Institute, Kayseri, Turkey
| | - Serap S Ergul
- Division of Clinical Nutrition, Erciyes University Health Sciences Institute, Kayseri, Turkey
| | - Gulsah G Sahin
- Division of Clinical Nutrition, Erciyes University Health Sciences Institute, Kayseri, Turkey
| | - Sahin Temel
- Division of Intensive Care Medicine, Department of Internal Medicine, Erciyes University School of Medicine, Melikgazi, 38039, Kayseri, Turkey
| | - Recep C Yuksel
- Division of Intensive Care Medicine, Department of Internal Medicine, Erciyes University School of Medicine, Melikgazi, 38039, Kayseri, Turkey
| | - Sami Teeny
- Clinical Biomarkers Laboratory, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
| | - Jessica A Alvarez
- Division of Endocrinology, Metabolism, and Lipids, Department of Medicine, Emory University School of Medicine, Atlanta, GA, USA
- Department of Medicine, Emory Center for Clinical and Molecular Nutrition, Emory University School of Medicine, Atlanta, GA, USA
| | - Murat Sungur
- Division of Intensive Care Medicine, Department of Internal Medicine, Erciyes University School of Medicine, Melikgazi, 38039, Kayseri, Turkey
- Division of Clinical Nutrition, Erciyes University Health Sciences Institute, Kayseri, Turkey
| | - Dean P Jones
- Clinical Biomarkers Laboratory, Department of Medicine, Emory University, Atlanta, GA, 30322, USA
- Department of Medicine, Emory Center for Clinical and Molecular Nutrition, Emory University School of Medicine, Atlanta, GA, USA
- Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, Emory University School of Medicine, Atlanta, GA, USA
| | - Thomas R Ziegler
- Division of Endocrinology, Metabolism, and Lipids, Department of Medicine, Emory University School of Medicine, Atlanta, GA, USA
- Department of Medicine, Emory Center for Clinical and Molecular Nutrition, Emory University School of Medicine, Atlanta, GA, USA
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2
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Mohr AE, Sweazea KL, Bowes DA, Jasbi P, Whisner CM, Sears DD, Krajmalnik-Brown R, Jin Y, Gu H, Klein-Seetharaman J, Arciero KM, Gumpricht E, Arciero PJ. Gut microbiome remodeling and metabolomic profile improves in response to protein pacing with intermittent fasting versus continuous caloric restriction. Nat Commun 2024; 15:4155. [PMID: 38806467 PMCID: PMC11133430 DOI: 10.1038/s41467-024-48355-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Accepted: 04/26/2024] [Indexed: 05/30/2024] Open
Abstract
The gut microbiome (GM) modulates body weight/composition and gastrointestinal functioning; therefore, approaches targeting resident gut microbes have attracted considerable interest. Intermittent fasting (IF) and protein pacing (P) regimens are effective in facilitating weight loss (WL) and enhancing body composition. However, the interrelationships between IF- and P-induced WL and the GM are unknown. The current randomized controlled study describes distinct fecal microbial and plasma metabolomic signatures between combined IF-P (n = 21) versus a heart-healthy, calorie-restricted (CR, n = 20) diet matched for overall energy intake in free-living human participants (women = 27; men = 14) with overweight/obesity for 8 weeks. Gut symptomatology improves and abundance of Christensenellaceae microbes and circulating cytokines and amino acid metabolites favoring fat oxidation increase with IF-P (p < 0.05), whereas metabolites associated with a longevity-related metabolic pathway increase with CR (p < 0.05). Differences indicate GM and metabolomic factors play a role in WL maintenance and body composition. This novel work provides insight into the GM and metabolomic profile of participants following an IF-P or CR diet and highlights important differences in microbial assembly associated with WL and body composition responsiveness. These data may inform future GM-focused precision nutrition recommendations using larger sample sizes of longer duration. Trial registration, March 6, 2020 (ClinicalTrials.gov as NCT04327141), based on a previous randomized intervention trial.
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Affiliation(s)
- Alex E Mohr
- College of Health Solutions, Arizona State University, Phoenix, AZ, USA
- Biodesign Institute Center for Health Through Microbiomes, Arizona State University, Tempe, AZ, USA
| | - Karen L Sweazea
- College of Health Solutions, Arizona State University, Phoenix, AZ, USA
- Biodesign Institute Center for Health Through Microbiomes, Arizona State University, Tempe, AZ, USA
- Center for Evolution and Medicine, College of Liberal Arts and Sciences, Arizona State University, Tempe, AZ, USA
| | - Devin A Bowes
- Biodesign Institute Center for Health Through Microbiomes, Arizona State University, Tempe, AZ, USA
| | - Paniz Jasbi
- School of Molecular Sciences, Arizona State University, Tempe, AZ, USA
- Systems Precision Engineering and Advanced Research (SPEAR), Theriome Inc., Phoenix, AZ, USA
| | - Corrie M Whisner
- College of Health Solutions, Arizona State University, Phoenix, AZ, USA
- Biodesign Institute Center for Health Through Microbiomes, Arizona State University, Tempe, AZ, USA
| | - Dorothy D Sears
- College of Health Solutions, Arizona State University, Phoenix, AZ, USA
| | - Rosa Krajmalnik-Brown
- Biodesign Institute Center for Health Through Microbiomes, Arizona State University, Tempe, AZ, USA
| | - Yan Jin
- Center of Translational Science, Florida International University, Port St. Lucie, FL, USA
| | - Haiwei Gu
- College of Health Solutions, Arizona State University, Phoenix, AZ, USA
- Center of Translational Science, Florida International University, Port St. Lucie, FL, USA
| | - Judith Klein-Seetharaman
- College of Health Solutions, Arizona State University, Phoenix, AZ, USA
- School of Molecular Sciences, Arizona State University, Tempe, AZ, USA
| | - Karen M Arciero
- Human Nutrition and Metabolism Laboratory, Department of Health and Human Physiological Sciences, Skidmore College, Saratoga Springs, NY, USA
| | | | - Paul J Arciero
- Human Nutrition and Metabolism Laboratory, Department of Health and Human Physiological Sciences, Skidmore College, Saratoga Springs, NY, USA.
- School of Health and Rehabilitation Sciences, Department of Sports Medicine and Nutrition, University of Pittsburgh, Pittsburgh, PA, USA.
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3
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Wieser NV, Ghiboub M, Verseijden C, van Goudoever JB, Schoonderwoerd A, de Meij TGJ, Niemarkt HJ, Davids M, Lefèvre A, Emond P, Derikx JPM, de Jonge WJ, Sovran B. Exploring the Immunomodulatory Potential of Human Milk: Aryl Hydrocarbon Receptor Activation and Its Impact on Neonatal Gut Health. Nutrients 2024; 16:1531. [PMID: 38794769 PMCID: PMC11124328 DOI: 10.3390/nu16101531] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Revised: 05/14/2024] [Accepted: 05/15/2024] [Indexed: 05/26/2024] Open
Abstract
Several metabolites of the essential amino acid tryptophan have emerged as key players in gut homeostasis through different cellular pathways, particularly through metabolites which can activate the aryl hydrocarbon receptor (AHR). This study aimed to map the metabolism of tryptophan in early life and investigate the effects of specific metabolites on epithelial cells and barrier integrity. Twenty-one tryptophan metabolites were measured in the feces of full-term and preterm neonates as well as in human milk and formula. The ability of specific AHR metabolites to regulate cytokine-induced IL8 expression and maintain barrier integrity was assessed in Caco2 cells and human fetal organoids (HFOs). Overall, higher concentrations of tryptophan metabolites were measured in the feces of full-term neonates compared to those of preterm ones. Within AHR metabolites, indole-3-lactic acid (ILA) was significantly higher in the feces of full-term neonates. Human milk contained different levels of several tryptophan metabolites compared to formula. Particularly, within the AHR metabolites, indole-3-sulfate (I3S) and indole-3-acetic acid (IAA) were significantly higher compared to formula. Fecal-derived ILA and milk-derived IAA were capable of reducing TNFα-induced IL8 expression in Caco2 cells and HFOs in an AHR-dependent manner. Furthermore, fecal-derived ILA and milk-derived IAA significantly reduced TNFα-induced barrier disruption in HFOs.
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Affiliation(s)
- Naomi V. Wieser
- Tytgat Institute for Liver and Intestinal Research, Amsterdam University Medical Center, University of Amsterdam, 1105 BK Amsterdam, The Netherlands; (M.G.); (C.V.); (W.J.d.J.)
| | - Mohammed Ghiboub
- Tytgat Institute for Liver and Intestinal Research, Amsterdam University Medical Center, University of Amsterdam, 1105 BK Amsterdam, The Netherlands; (M.G.); (C.V.); (W.J.d.J.)
- Amsterdam Gastroenterology, Endocrinology, Metabolism (AGEM), 1105 AZ Amsterdam, The Netherlands;
- Department of Pediatric Surgery, Emma Children’s Hospital, Amsterdam University Medical Center, University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands;
| | - Caroline Verseijden
- Tytgat Institute for Liver and Intestinal Research, Amsterdam University Medical Center, University of Amsterdam, 1105 BK Amsterdam, The Netherlands; (M.G.); (C.V.); (W.J.d.J.)
- Amsterdam Gastroenterology, Endocrinology, Metabolism (AGEM), 1105 AZ Amsterdam, The Netherlands;
| | - Johannes B. van Goudoever
- Department of Pediatrics, Emma Children’s Hospital, Dutch National Human Milk Bank, Amsterdam University Medical Center, University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands; (J.B.v.G.); (A.S.)
| | - Anne Schoonderwoerd
- Department of Pediatrics, Emma Children’s Hospital, Dutch National Human Milk Bank, Amsterdam University Medical Center, University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands; (J.B.v.G.); (A.S.)
| | - Tim G. J. de Meij
- Amsterdam Gastroenterology, Endocrinology, Metabolism (AGEM), 1105 AZ Amsterdam, The Netherlands;
- Department of Pediatric Gastroenterology, Vrije Universiteit University Medical Center, 1081 HV Amsterdam, The Netherlands
| | - Hendrik J. Niemarkt
- Department of Neonatology, Maxima Medical Center, De Run 4600, 5504 DB Veldhoven, The Netherlands;
- Department of Electrical Engineering, Technical University Eindhoven, Groene Loper 3, 5612 AE Eindhoven, The Netherlands
| | - Mark Davids
- Department of Experimental Vascular Medicine, Amsterdam University Medical Center, University of Amsterdam, 1105 AZ Amsterdam, The Netherlands;
| | - Antoine Lefèvre
- UMR 1253, iBrain, University of Tours, Inserm, 37044 Tours, France; (A.L.); (P.E.)
| | - Patrick Emond
- UMR 1253, iBrain, University of Tours, Inserm, 37044 Tours, France; (A.L.); (P.E.)
- In Vitro Nuclear Medicine Laboratory, Regional University Hospital Center of Tours University, 37044 Tours, France
| | - Joep P. M. Derikx
- Department of Pediatric Surgery, Emma Children’s Hospital, Amsterdam University Medical Center, University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands;
| | - Wouter J. de Jonge
- Tytgat Institute for Liver and Intestinal Research, Amsterdam University Medical Center, University of Amsterdam, 1105 BK Amsterdam, The Netherlands; (M.G.); (C.V.); (W.J.d.J.)
- Amsterdam Gastroenterology, Endocrinology, Metabolism (AGEM), 1105 AZ Amsterdam, The Netherlands;
- Department of Surgery, University Hospital Bonn, 53113 Bonn, Germany
| | - Bruno Sovran
- Tytgat Institute for Liver and Intestinal Research, Amsterdam University Medical Center, University of Amsterdam, 1105 BK Amsterdam, The Netherlands; (M.G.); (C.V.); (W.J.d.J.)
- Department of Pediatric Surgery, Emma Children’s Hospital, Amsterdam University Medical Center, University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands;
- Emma Center for Personalized Medicine, Amsterdam University Medical Center, University of Amsterdam, 1105 AZ Amsterdam, The Netherlands
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4
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d'Humières C, Delavy M, Alla L, Ichou F, Gauliard E, Ghozlane A, Levenez F, Galleron N, Quinquis B, Pons N, Mullaert J, Bridier-Nahmias A, Condamine B, Touchon M, Rainteau D, Lamazière A, Lesnik P, Ponnaiah M, Lhomme M, Sertour N, Devente S, Docquier JD, Bougnoux ME, Tenaillon O, Magnan M, Ruppé E, Grall N, Duval X, Ehrlich D, Mentré F, Denamur E, Rocha EPC, Le Chatelier E, Burdet C. Perturbation and resilience of the gut microbiome up to 3 months after β-lactams exposure in healthy volunteers suggest an important role of microbial β-lactamases. MICROBIOME 2024; 12:50. [PMID: 38468305 DOI: 10.1186/s40168-023-01746-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Accepted: 12/20/2023] [Indexed: 03/13/2024]
Abstract
BACKGROUND Antibiotics notoriously perturb the gut microbiota. We treated healthy volunteers either with cefotaxime or ceftriaxone for 3 days, and collected in each subject 12 faecal samples up to day 90. Using untargeted and targeted phenotypic and genotypic approaches, we studied the changes in the bacterial, phage and fungal components of the microbiota as well as the metabolome and the β-lactamase activity of the stools. This allowed assessing their degrees of perturbation and resilience. RESULTS While only two subjects had detectable concentrations of antibiotics in their faeces, suggesting important antibiotic degradation in the gut, the intravenous treatment perturbed very significantly the bacterial and phage microbiota, as well as the composition of the metabolome. In contrast, treatment impact was relatively low on the fungal microbiota. At the end of the surveillance period, we found evidence of resilience across the gut system since most components returned to a state like the initial one, even if the structure of the bacterial microbiota changed and the dynamics of the different components over time were rarely correlated. The observed richness of the antibiotic resistance genes repertoire was significantly reduced up to day 30, while a significant increase in the relative abundance of β-lactamase encoding genes was observed up to day 10, consistent with a concomitant increase in the β-lactamase activity of the microbiota. The level of β-lactamase activity at baseline was positively associated with the resilience of the metabolome content of the stools. CONCLUSIONS In healthy adults, antibiotics perturb many components of the microbiota, which return close to the baseline state within 30 days. These data suggest an important role of endogenous β-lactamase-producing anaerobes in protecting the functions of the microbiota by de-activating the antibiotics reaching the colon. Video Abstract.
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Affiliation(s)
- Camille d'Humières
- Université Paris Cité, IAME, INSERM, Paris, F-75018, France
- Institut Pasteur, Université Paris Cité, CNRS UMR3525, Microbial Evolutionary Genomics, Paris, 75015, France
| | - Margot Delavy
- Institut Pasteur, Université Paris Cité, INRAE, USC2019, Unité Biologie Et Pathogénicité Fongiques, Paris, F-75015, France
| | - Laurie Alla
- Université Paris-Saclay, INRAE, MetaGenoPolis, Jouy-en-Josas, F-78350, France
| | - Farid Ichou
- ICANomics, Foundation of Innovation in Cardiometabolism and Nutrition (IHU ICAN), Paris, F-75013, France
| | - Emilie Gauliard
- Sorbonne Université, INSERM U938, Centre de Recherche Saint-Antoine, Paris, F-75012, France
| | - Amine Ghozlane
- Institut Pasteur, Université Paris Cité, Bioinformatics and Biostatistics Hub, Paris, F-75015, France
| | - Florence Levenez
- Université Paris-Saclay, INRAE, MetaGenoPolis, Jouy-en-Josas, F-78350, France
| | - Nathalie Galleron
- Université Paris-Saclay, INRAE, MetaGenoPolis, Jouy-en-Josas, F-78350, France
| | - Benoit Quinquis
- Université Paris-Saclay, INRAE, MetaGenoPolis, Jouy-en-Josas, F-78350, France
| | - Nicolas Pons
- Université Paris-Saclay, INRAE, MetaGenoPolis, Jouy-en-Josas, F-78350, France
| | - Jimmy Mullaert
- Université Paris Cité, IAME, INSERM, Paris, F-75018, France
- AP-HP, Département d'Epidemiologie, Biostatistique and Recherche Clinique, Hôpital Bichat, Paris, F-75018, France
| | | | | | - Marie Touchon
- Institut Pasteur, Université Paris Cité, CNRS UMR3525, Microbial Evolutionary Genomics, Paris, 75015, France
| | - Dominique Rainteau
- Sorbonne Université, INSERM U938, Centre de Recherche Saint-Antoine, Paris, F-75012, France
| | - Antonin Lamazière
- Sorbonne Université, INSERM U938, Centre de Recherche Saint-Antoine, Paris, F-75012, France
| | - Philippe Lesnik
- INSERM UMR-S 1166, Institute of Cardiometabolism and Nutrition, Sorbonne Université, Hôpital Pitié-Salpêtrière, Paris, F-75013, France
- ICANomics, Foundation of Innovation in Cardiometabolism and Nutrition (IHU ICAN), Paris, F-75013, France
| | - Maharajah Ponnaiah
- ICANomics, Foundation of Innovation in Cardiometabolism and Nutrition (IHU ICAN), Paris, F-75013, France
| | - Marie Lhomme
- ICANomics, Foundation of Innovation in Cardiometabolism and Nutrition (IHU ICAN), Paris, F-75013, France
| | - Natacha Sertour
- Institut Pasteur, Université Paris Cité, INRAE, USC2019, Unité Biologie Et Pathogénicité Fongiques, Paris, F-75015, France
| | - Savannah Devente
- Dipartimento di Biotecnologie Mediche, Università di Siena, Siena, I-53100, Italy
| | - Jean-Denis Docquier
- Dipartimento di Biotecnologie Mediche, Università di Siena, Siena, I-53100, Italy
| | - Marie-Elisabeth Bougnoux
- Institut Pasteur, Université Paris Cité, INRAE, USC2019, Unité Biologie Et Pathogénicité Fongiques, Paris, F-75015, France
- AP-HP, Unité de Parasitologie-Mycologie, Service de Microbiologie Clinique, Hôpital Necker-Enfants-Malades, Paris, F-75015, France
| | | | - Mélanie Magnan
- Université Paris Cité, IAME, INSERM, Paris, F-75018, France
| | - Etienne Ruppé
- Université Paris Cité, IAME, INSERM, Paris, F-75018, France
- AP-HP, Laboratoire de Bactériologie, Hôpital Bichat, Paris, F-75018, France
| | - Nathalie Grall
- Université Paris Cité, IAME, INSERM, Paris, F-75018, France
- AP-HP, Laboratoire de Bactériologie, Hôpital Bichat, Paris, F-75018, France
| | - Xavier Duval
- Université Paris Cité, IAME, INSERM, Paris, F-75018, France
- AP-HP, Centre d'Investigation Clinique, INSERM CIC 1425, Hôpital Bichat, Paris, F-75018, France
| | - Dusko Ehrlich
- Université Paris-Saclay, INRAE, MetaGenoPolis, Jouy-en-Josas, F-78350, France
- University College London, Institute for Neurology, London, UK
| | - France Mentré
- Université Paris Cité, IAME, INSERM, Paris, F-75018, France
- AP-HP, Département d'Epidemiologie, Biostatistique and Recherche Clinique, Hôpital Bichat, Paris, F-75018, France
| | - Erick Denamur
- Université Paris Cité, IAME, INSERM, Paris, F-75018, France
- AP-HP, Laboratoire de Génétique Moléculaire, Hôpital Bichat, Paris, F-75018, France
| | - Eduardo P C Rocha
- Institut Pasteur, Université Paris Cité, CNRS UMR3525, Microbial Evolutionary Genomics, Paris, 75015, France
| | | | - Charles Burdet
- Université Paris Cité, IAME, INSERM, Paris, F-75018, France.
- AP-HP, Département d'Epidemiologie, Biostatistique and Recherche Clinique, Hôpital Bichat, Paris, F-75018, France.
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Gupta VK, Rajendraprasad S, Ozkan M, Ramachandran D, Ahmad S, Bakken JS, Laudanski K, Gajic O, Bauer B, Zec S, Freeman DW, Khanna S, Shah A, Skalski JH, Sung J, Karnatovskaia LV. Safety, feasibility, and impact on the gut microbiome of kefir administration in critically ill adults. BMC Med 2024; 22:80. [PMID: 38378568 PMCID: PMC10880344 DOI: 10.1186/s12916-024-03299-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 02/12/2024] [Indexed: 02/22/2024] Open
Abstract
BACKGROUND Dysbiosis of the gut microbiome is frequent in the intensive care unit (ICU), potentially leading to a heightened risk of nosocomial infections. Enhancing the gut microbiome has been proposed as a strategic approach to mitigate potential adverse outcomes. While prior research on select probiotic supplements has not successfully shown to improve gut microbial diversity, fermented foods offer a promising alternative. In this open-label phase I safety and feasibility study, we examined the safety and feasibility of kefir as an initial step towards utilizing fermented foods to mitigate gut dysbiosis in critically ill patients. METHODS We administered kefir in escalating doses (60 mL, followed by 120 mL after 12 h, then 240 mL daily) to 54 critically ill patients with an intact gastrointestinal tract. To evaluate kefir's safety, we monitored for gastrointestinal symptoms. Feasibility was determined by whether patients received a minimum of 75% of their assigned kefir doses. To assess changes in the gut microbiome composition following kefir administration, we collected two stool samples from 13 patients: one within 72 h of admission to the ICU and another at least 72 h after the first stool sample. RESULTS After administering kefir, none of the 54 critically ill patients exhibited signs of kefir-related bacteremia. No side effects like bloating, vomiting, or aspiration were noted, except for diarrhea in two patients concurrently on laxatives. Out of the 393 kefir doses prescribed for all participants, 359 (91%) were successfully administered. We were able to collect an initial stool sample from 29 (54%) patients and a follow-up sample from 13 (24%) patients. Analysis of the 26 paired samples revealed no increase in gut microbial α-diversity between the two timepoints. However, there was a significant improvement in the Gut Microbiome Wellness Index (GMWI) by the second timepoint (P = 0.034, one-sided Wilcoxon signed-rank test); this finding supports our hypothesis that kefir administration can improve gut health in critically ill patients. Additionally, the known microbial species in kefir were found to exhibit varying levels of engraftment in patients' guts. CONCLUSIONS Providing kefir to critically ill individuals is safe and feasible. Our findings warrant a larger evaluation of kefir's safety, tolerability, and impact on gut microbiome dysbiosis in patients admitted to the ICU. TRIAL REGISTRATION NCT05416814; trial registered on June 13, 2022.
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Affiliation(s)
- Vinod K Gupta
- Microbiome Program, Center for Individualized Medicine, Mayo Clinic, Rochester, MN, USA
- Division of Surgery Research, Department of Surgery, Mayo Clinic, Rochester, MN, USA
| | - Sanu Rajendraprasad
- Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN, USA
| | - Mahmut Ozkan
- Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN, USA
| | | | - Sumera Ahmad
- Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN, USA
| | - Johan S Bakken
- Section of Infectious Diseases, St Luke's Hospital, Duluth, MN, USA
| | - Krzysztof Laudanski
- Department of Anesthesiology and Perioperative Care, Mayo Clinic, Rochester, MN, USA
| | - Ognjen Gajic
- Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN, USA
| | - Brent Bauer
- Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Simon Zec
- Department of Anesthesiology and Perioperative Care, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - David W Freeman
- Department of Neurologic Surgery, Mayo Clinic, Jacksonville, FL, USA
| | - Sahil Khanna
- Division of Gastroenterology, Department of Medicine, Mayo Clinic, Rochester, MN, USA
| | - Aditya Shah
- Division of Public Health, Infectious Diseases, and Occupational Medicine, Department of Medicine, Mayo Clinic, Rochester, MN, USA
| | - Joseph H Skalski
- Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN, USA
| | - Jaeyun Sung
- Microbiome Program, Center for Individualized Medicine, Mayo Clinic, Rochester, MN, USA.
- Division of Surgery Research, Department of Surgery, Mayo Clinic, Rochester, MN, USA.
- Division of Rheumatology, Department of Medicine, Mayo Clinic, Rochester, MN, USA.
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6
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Hu X, Niemann M, Kienzle A, Braun K, Back DA, Gwinner C, Renz N, Stoeckle U, Trampuz A, Meller S. Evaluating ChatGPT responses to frequently asked patient questions regarding periprosthetic joint infection after total hip and knee arthroplasty. Digit Health 2024; 10:20552076241272620. [PMID: 39130521 PMCID: PMC11311159 DOI: 10.1177/20552076241272620] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2024] [Accepted: 07/09/2024] [Indexed: 08/13/2024] Open
Abstract
Background Patients access relevant information concerning their orthopaedic surgery resources through multiple information channels before presenting for clinical treatment. Recently, artificial intelligence (AI)-powered chatbots have become another source of information for patients. The currently developed AI chat technology ChatGPT (OpenAI LP) is an application for such purposes and it has been rapidly gaining popularity, including for patient education. This study sought to evaluate whether ChatGPT can correctly answer frequently asked questions (FAQ) regarding periprosthetic joint infection (PJI). Methods Twelve FAQs about PJI after hip and knee arthroplasty were identified from the websites of fifteen international clinical expert centres. ChatGPT was confronted with these questions and its responses were analysed for their accuracy using an evidence-based approach by a multidisciplinary team. Responses were categorised in four groups: (1) Excellent response that did not require additional improvement; (2) Satisfactory responses that required a small amount of improvement; (3) Satisfactory responses that required moderate improvement; and (4) Unsatisfactory responses that required a large amount of improvement. Results From the analysis of the responses given by the chatbot, no reply received an 'unsatisfactory' rating; one did not require any correction; and the majority of the responses required low (7 out of 12) or moderate (4 out of 12) clarification. Although a few responses required minimal clarification, the chatbot responses were generally unbiased and evidence-based, even when asked controversial questions. Conclusions The AI-chatbot ChatGPT was able to effectively answer the FAQs of patients seeking information around PJI diagnosis and treatment. The given information was also written in a manner that can be assumed to be understandable by patients. The chatbot could be a valuable clinical tool for patient education and understanding around PJI treatment in the future. Further studies should evaluate its use and acceptance by patients with PJI.
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Affiliation(s)
- Xiaojun Hu
- Center for Musculoskeletal Surgery, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
- Department of Orthopedics, Seventh People's Hospital of Chongqing, Chongqing, China
| | - Marcel Niemann
- Center for Musculoskeletal Surgery, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Arne Kienzle
- Center for Musculoskeletal Surgery, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Karl Braun
- Department of Trauma Surgery, University Hospital Rechts der Isar, Technical University of Munich, Munich, Germany
| | - David Alexander Back
- Center for Musculoskeletal Surgery, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Clemens Gwinner
- Center for Musculoskeletal Surgery, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Nora Renz
- Center for Musculoskeletal Surgery, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Ulrich Stoeckle
- Center for Musculoskeletal Surgery, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Andrej Trampuz
- Center for Musculoskeletal Surgery, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Sebastian Meller
- Center for Musculoskeletal Surgery, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
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7
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Thiele Orberg E, Meedt E, Hiergeist A, Xue J, Heinrich P, Ru J, Ghimire S, Miltiadous O, Lindner S, Tiefgraber M, Göldel S, Eismann T, Schwarz A, Göttert S, Jarosch S, Steiger K, Schulz C, Gigl M, Fischer JC, Janssen KP, Quante M, Heidegger S, Herhaus P, Verbeek M, Ruland J, van den Brink MRM, Weber D, Edinger M, Wolff D, Busch DH, Kleigrewe K, Herr W, Bassermann F, Gessner A, Deng L, Holler E, Poeck H. Bacteria and bacteriophage consortia are associated with protective intestinal metabolites in patients receiving stem cell transplantation. NATURE CANCER 2024; 5:187-208. [PMID: 38172339 DOI: 10.1038/s43018-023-00669-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Accepted: 10/13/2023] [Indexed: 01/05/2024]
Abstract
The microbiome is a predictor of clinical outcome in patients receiving allogeneic hematopoietic stem cell transplantation (allo-SCT). Microbiota-derived metabolites can modulate these outcomes. How bacteria, fungi and viruses contribute to the production of intestinal metabolites is still unclear. We combined amplicon sequencing, viral metagenomics and targeted metabolomics from stool samples of patients receiving allo-SCT (n = 78) and uncovered a microbiome signature of Lachnospiraceae and Oscillospiraceae and their associated bacteriophages, correlating with the production of immunomodulatory metabolites (IMMs). Moreover, we established the IMM risk index (IMM-RI), which was associated with improved survival and reduced relapse. A high abundance of short-chain fatty acid-biosynthesis pathways, specifically butyric acid via butyryl-coenzyme A (CoA):acetate CoA-transferase (BCoAT, which catalyzes EC 2.8.3.8) was detected in IMM-RI low-risk patients, and virome genome assembly identified two bacteriophages encoding BCoAT as an auxiliary metabolic gene. In conclusion, our study identifies a microbiome signature associated with protective IMMs and provides a rationale for considering metabolite-producing consortia and metabolite formulations as microbiome-based therapies.
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Affiliation(s)
- Erik Thiele Orberg
- Department of Internal Medicine III, School of Medicine, Technical University of Munich, Klinikum rechts der Isar, Munich, Germany.
- German Cancer Consortium (DKTK), partner-site Munich, a partnership between DKFZ and Klinikum rechts der Isar, Munich, Germany.
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany.
| | - Elisabeth Meedt
- Department of Internal Medicine III, Hematology and Medical Oncology, University Medical Center, Regensburg, Germany
| | - Andreas Hiergeist
- Institute of Clinical Microbiology and Hygiene, University Medical Center, Regensburg, Germany
| | - Jinling Xue
- Institute of Virology, Helmholtz Zentrum Munich, Munich, Germany
- Chair of Prevention for Microbial Infectious Disease, Central Institute of Disease Prevention and School of Life Sciences, Technical University of Munich, Munich, Germany
| | - Paul Heinrich
- Department of Internal Medicine III, Hematology and Medical Oncology, University Medical Center, Regensburg, Germany
- Leibniz Institute for Immunotherapy, Regensburg, Germany
| | - Jinlong Ru
- Institute of Virology, Helmholtz Zentrum Munich, Munich, Germany
- Chair of Prevention for Microbial Infectious Disease, Central Institute of Disease Prevention and School of Life Sciences, Technical University of Munich, Munich, Germany
| | - Sakhila Ghimire
- Department of Internal Medicine III, Hematology and Medical Oncology, University Medical Center, Regensburg, Germany
| | - Oriana Miltiadous
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Sarah Lindner
- Department of Immunology, Sloan Kettering Institute, New York, NY, USA
| | - Melanie Tiefgraber
- Department of Internal Medicine III, School of Medicine, Technical University of Munich, Klinikum rechts der Isar, Munich, Germany
| | - Sophia Göldel
- Department of Internal Medicine III, School of Medicine, Technical University of Munich, Klinikum rechts der Isar, Munich, Germany
| | - Tina Eismann
- Department of Internal Medicine III, School of Medicine, Technical University of Munich, Klinikum rechts der Isar, Munich, Germany
| | - Alix Schwarz
- Department of Internal Medicine III, School of Medicine, Technical University of Munich, Klinikum rechts der Isar, Munich, Germany
| | - Sascha Göttert
- Department of Internal Medicine III, Hematology and Medical Oncology, University Medical Center, Regensburg, Germany
| | - Sebastian Jarosch
- Institute for Medical Microbiology, Immunology and Hygiene, School of Medicine, Technical University of Munich, Munich, Germany
| | - Katja Steiger
- German Cancer Consortium (DKTK), partner-site Munich, a partnership between DKFZ and Klinikum rechts der Isar, Munich, Germany
- Comparative Experimental Pathology, School of Medicine, Technical University of Munich, Munich, Germany
- Institute of Pathology, School of Medicine, Technical University of Munich, Munich, Germany
| | - Christian Schulz
- Department of Internal Medicine II, University Hospital, Ludwig-Maximilians-Universität, Munich, Germany
- German Center for Infection Research (DZIF), partner site Munich, Munich, Germany
| | - Michael Gigl
- Bavarian Center for Biomolecular Mass Spectrometry, School of Life Sciences, Technical University of Munich, Freising, Germany
| | - Julius C Fischer
- Department of Radiation Oncology, School of Medicine, Technical University of Munich (TUM), Klinikum rechts der Isar TUM, Munich, Germany
| | - Klaus-Peter Janssen
- Department of Surgery, School of Medicine, Technical University of Munich (TUM), Klinikum rechts der Isar TUM, Munich, Germany
| | - Michael Quante
- Department of Internal Medicine II, University Medical Center, Freiburg, Germany
| | - Simon Heidegger
- Department of Internal Medicine III, School of Medicine, Technical University of Munich, Klinikum rechts der Isar, Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
| | - Peter Herhaus
- Department of Internal Medicine III, School of Medicine, Technical University of Munich, Klinikum rechts der Isar, Munich, Germany
| | - Mareike Verbeek
- Department of Internal Medicine III, School of Medicine, Technical University of Munich, Klinikum rechts der Isar, Munich, Germany
| | - Jürgen Ruland
- German Cancer Consortium (DKTK), partner-site Munich, a partnership between DKFZ and Klinikum rechts der Isar, Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
- Institute of Clinical Chemistry and Pathobiochemistry, School of Medicine, Technical University of Munich, Munich, Germany
| | - Marcel R M van den Brink
- Department of Immunology, Sloan Kettering Institute, New York, NY, USA
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Weill Cornell Medical College, New York, NY, USA
| | - Daniela Weber
- Department of Internal Medicine III, Hematology and Medical Oncology, University Medical Center, Regensburg, Germany
| | - Matthias Edinger
- Department of Internal Medicine III, Hematology and Medical Oncology, University Medical Center, Regensburg, Germany
- Leibniz Institute for Immunotherapy, Regensburg, Germany
| | - Daniel Wolff
- Department of Internal Medicine III, Hematology and Medical Oncology, University Medical Center, Regensburg, Germany
| | - Dirk H Busch
- Institute for Medical Microbiology, Immunology and Hygiene, School of Medicine, Technical University of Munich, Munich, Germany
- German Center for Infection Research (DZIF), partner site Munich, Munich, Germany
| | - Karin Kleigrewe
- Bavarian Center for Biomolecular Mass Spectrometry, School of Life Sciences, Technical University of Munich, Freising, Germany
| | - Wolfgang Herr
- Department of Internal Medicine III, Hematology and Medical Oncology, University Medical Center, Regensburg, Germany
| | - Florian Bassermann
- Department of Internal Medicine III, School of Medicine, Technical University of Munich, Klinikum rechts der Isar, Munich, Germany
- German Cancer Consortium (DKTK), partner-site Munich, a partnership between DKFZ and Klinikum rechts der Isar, Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
- Bavarian Cancer Research Center (BZKF), Munich, Germany
| | - André Gessner
- Institute of Clinical Microbiology and Hygiene, University Medical Center, Regensburg, Germany
| | - Li Deng
- Institute of Virology, Helmholtz Zentrum Munich, Munich, Germany
- Chair of Prevention for Microbial Infectious Disease, Central Institute of Disease Prevention and School of Life Sciences, Technical University of Munich, Munich, Germany
| | - Ernst Holler
- Department of Internal Medicine III, Hematology and Medical Oncology, University Medical Center, Regensburg, Germany
| | - Hendrik Poeck
- Department of Internal Medicine III, Hematology and Medical Oncology, University Medical Center, Regensburg, Germany.
- Leibniz Institute for Immunotherapy, Regensburg, Germany.
- Bavarian Cancer Research Center (BZKF), Regensburg, Germany.
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8
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Cho NA, Strayer K, Dobson B, McDonald B. Pathogenesis and therapeutic opportunities of gut microbiome dysbiosis in critical illness. Gut Microbes 2024; 16:2351478. [PMID: 38780485 PMCID: PMC11123462 DOI: 10.1080/19490976.2024.2351478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Accepted: 04/22/2024] [Indexed: 05/25/2024] Open
Abstract
For many years, it has been hypothesized that pathological changes to the gut microbiome in critical illness is a driver of infections, organ dysfunction, and other adverse outcomes in the intensive care unit (ICU). The advent of contemporary microbiome methodologies and multi-omics tools have allowed researchers to test this hypothesis by dissecting host-microbe interactions in the gut to better define its contribution to critical illness pathogenesis. Observational studies of patients in ICUs have revealed that gut microbial communities are profoundly altered in critical illness, characterized by markedly reduced alpha diversity, loss of commensal taxa, and expansion of potential pathogens. These key features of ICU gut dysbiosis have been associated with adverse outcomes including life-threatening hospital-acquired (nosocomial) infections. Current research strives to define cellular and molecular mechanisms connecting gut dysbiosis with infections and other outcomes, and to identify opportunities for therapeutic modulation of host-microbe interactions. This review synthesizes evidence from studies of critically ill patients that have informed our understanding of intestinal dysbiosis in the ICU, mechanisms linking dysbiosis to infections and other adverse outcomes, as well as clinical trials of microbiota-modifying therapies. Additionally, we discuss novel avenues for precision microbial therapeutics to combat nosocomial infections and other life-threatening complications of critical illness.
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Affiliation(s)
- Nicole A Cho
- Department of Critical Care Medicine, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Snyder Institute for Chronic Diseases, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Kathryn Strayer
- Department of Critical Care Medicine, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Snyder Institute for Chronic Diseases, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Breenna Dobson
- Department of Critical Care Medicine, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Snyder Institute for Chronic Diseases, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Braedon McDonald
- Department of Critical Care Medicine, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Snyder Institute for Chronic Diseases, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
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9
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Karakosta A, Bousvaros K, Margaritis A, Moschovi P, Mousafiri O, Fousekis F, Papathanakos G, Samara E, Tzimas P, Christodoulou D, Koulouras V, Baltayiannis G. High Prevalence of Small Intestinal Bacterial Overgrowth Syndrome in ICU Patients: An Observational Study. J Intensive Care Med 2024; 39:69-76. [PMID: 37489018 DOI: 10.1177/08850666231190284] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/26/2023]
Abstract
Background: Small intestinal bacterial overgrowth (SIBO), although associated with potentially serious complications, has not been adequately studied in critically ill patients. The primary objective of this study was to assess the prevalence of SIBO in critically ill patients. Secondary outcomes included the assessment of its effect on ventilator-associated pneumonia (VAP), intensive care unit (ICU) length of stay (LOS), and all-cause in-hospital mortality rate. Methods: This prospective observational study was conducted in a mixed medical-surgical ICU. In 52 consecutive ICU patients, a noninvasive modified hydrogen breath test (HBT) with lactulose was employed for SIBO diagnosis. The HBT was conducted at predetermined time intervals (first day of admission; third, fifth, and seventh day of ICU stay). Patients with an abnormal HBT suggesting SIBO on the day of ICU admission were excluded from the study. Participants were classified as either positive or negative based on their HBT on the third, fifth, and/or seventh day. A comparative assessment of demographic data, APACHE II score, incidence of VAP, duration of ICU stay, and all-cause in-hospital mortality was conducted. Multivariate logistic regression analysis was performed to identify the predictive factors for SIBO. Results: The groups were homogeneous in terms of their baseline characteristics. The prevalence of SIBO was 36.5%. The all-cause in-hospital mortality was 34.6%. The presence of SIBO was associated with an increased incidence of VAP (P < .001) and a prolonged ICU length of stay (P < .033). All-cause in-hospital mortality was similar between the groups. Regarding the results of the multivariate logistic regression model, only age was identified as a statistically significant independent predictor of SIBO (OR 1.08, P = .018). Conclusions: The prevalence of SIBO in ICU patients appears to be increased. Both early diagnosis and effective treatment are of utmost importance, especially for critically ill patients since it appears to be associated with VAP and prolonged hospitalization.
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Affiliation(s)
- Agathi Karakosta
- Department of Anaesthesia and Postoperative Intensive Care, Faculty of Medicine, University of Ioannina, Ioannina, Greece
| | | | | | - Ploumi Moschovi
- Intensive Care Unit, General Hospital of Ioannina "G. Hatzikosta," Ioannina, Greece
| | - Ourania Mousafiri
- Intensive Care Unit, General Hospital of Ioannina "G. Hatzikosta," Ioannina, Greece
| | - Fotios Fousekis
- Department of Gastroenterology, Faculty of Medicine, University of Ioannina, Ioannina, Greece
| | | | - Evangelia Samara
- Department of Anaesthesia and Postoperative Intensive Care, Faculty of Medicine, University of Ioannina, Ioannina, Greece
| | - Petros Tzimas
- Department of Anaesthesia and Postoperative Intensive Care, Faculty of Medicine, University of Ioannina, Ioannina, Greece
| | - Dimitrios Christodoulou
- Department of Gastroenterology, Faculty of Medicine, University of Ioannina, Ioannina, Greece
| | - Vasilios Koulouras
- Intensive Care Unit, Faculty of Medicine, University of Ioannina, Ioannina, Greece
| | - Gerasimos Baltayiannis
- Department of Gastroenterology, Faculty of Medicine, University of Ioannina, Ioannina, Greece
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10
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Thavamani A, Sankararaman S, Al-Shakhshir H, Retuerto M, Velayuthan S, Sferra TJ, Ghannoum M. Impact of Erythromycin as a Prokinetic on the Gut Microbiome in Children with Feeding Intolerance-A Pilot Study. Antibiotics (Basel) 2023; 12:1606. [PMID: 37998808 PMCID: PMC10668753 DOI: 10.3390/antibiotics12111606] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2023] [Revised: 10/27/2023] [Accepted: 11/01/2023] [Indexed: 11/25/2023] Open
Abstract
BACKGROUND Studies have demonstrated that the gut microbiome changes upon exposure to systemic antibiotics. There is a paucity of literature regarding impact on the gut microbiome by long-term usage of erythromycin ethyl succinate (EES) when utilized as a prokinetic. METHODS Stool samples from pediatric patients with feeding intolerance who received EES (N = 8) as a prokinetic were analyzed for both bacteriome and mycobiome. Age-matched children with similar clinical characteristics but without EES therapy were included as controls (N = 20). RESULTS In both groups, Proteobacteria, Firmicutes, and Bacteroidetes were the most abundant bacterial phyla. Ascomycota was the most abundant fungal phyla, followed by Basidiomycota. There were no significant differences in richness between the groups for both bacterial and fungal microbiome. Alpha diversity (at genus and species levels) and beta diversity (at the genus level) were not significantly different between the groups for both bacterial and fungal microbiome. At the species level, there was a significant difference between the groups for fungal microbiota, with a p-value of 0.029. We also noted that many fungal microorganisms had significantly higher p-values in the EES group than controls at both genera and species levels. CONCLUSIONS In this observational case-control study, the prokinetic use of EES was associated with changes in beta diversity between the groups for mycobiome at the species level. Many fungal microorganisms were significantly higher in the EES group when compared to the controls. Confirmation of these results in larger trials will provide further evidence regarding the impact of EES on gut microbiota when utilized as a prokinetic agent.
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Affiliation(s)
- Aravind Thavamani
- Division of Pediatric Gastroenterology, Hepatology & Nutrition, Department of Pediatrics, UH Rainbow Babies and Children’s Hospital, Cleveland, OH 44106, USA; (A.T.); (S.V.); (T.J.S.)
- Department of Pediatrics, Case Western Reserve University School of Medicine, Cleveland, OH 44106, USA
| | - Senthilkumar Sankararaman
- Division of Pediatric Gastroenterology, Hepatology & Nutrition, Department of Pediatrics, UH Rainbow Babies and Children’s Hospital, Cleveland, OH 44106, USA; (A.T.); (S.V.); (T.J.S.)
- Department of Pediatrics, Case Western Reserve University School of Medicine, Cleveland, OH 44106, USA
| | - Hilmi Al-Shakhshir
- Department of Radiology and Imaging Sciences, Emory School of Medicine, Atlanta, GA 30307, USA;
- Department of Radiology and Imaging Sciences Atlanta VA Medical Center, Decatur, GA 30033, USA
| | - Mauricio Retuerto
- Center for Medical Mycology, Department of Dermatology, Case Western Reserve University School of Medicine, Cleveland, OH 44106, USA; (M.R.); (M.G.)
| | - Sujithra Velayuthan
- Division of Pediatric Gastroenterology, Hepatology & Nutrition, Department of Pediatrics, UH Rainbow Babies and Children’s Hospital, Cleveland, OH 44106, USA; (A.T.); (S.V.); (T.J.S.)
- Division of Pediatric Neurogastroenterology and Motility, Department of Pediatrics, Nationwide Children’s Hospital, Columbus, OH 43205, USA
| | - Thomas J. Sferra
- Division of Pediatric Gastroenterology, Hepatology & Nutrition, Department of Pediatrics, UH Rainbow Babies and Children’s Hospital, Cleveland, OH 44106, USA; (A.T.); (S.V.); (T.J.S.)
- Department of Pediatrics, Case Western Reserve University School of Medicine, Cleveland, OH 44106, USA
| | - Mahmoud Ghannoum
- Center for Medical Mycology, Department of Dermatology, Case Western Reserve University School of Medicine, Cleveland, OH 44106, USA; (M.R.); (M.G.)
- Department of Dermatology, University Hospitals Cleveland Medical Center, Cleveland, OH 44106, USA
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11
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Fang H. gmcoda: Graphical model for multiple compositional vectors in microbiome studies. Bioinformatics 2023; 39:btad700. [PMID: 37975866 PMCID: PMC10681862 DOI: 10.1093/bioinformatics/btad700] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Revised: 10/19/2023] [Accepted: 11/16/2023] [Indexed: 11/19/2023] Open
Abstract
MOTIVATION Microbes are essential components in the ecosystem and participate in most biological procedures in environments. The high-throughput sequencing technologies help researchers directly quantify the abundance of microbes in a natural environment. Microbiome studies explore the construction, stability, and function of microbial communities with the aid of sequencing technology. However, sequencing technologies only provide relative abundances of microbes, and this kind of data is called compositional data in statistics. The constraint of the constant-sum requires flexible statistical methods for analyzing microbiome data. Current statistical analysis of compositional data mainly focuses on one compositional vector such as bacterial communities. The fungi are also an important component in microbial communities and are always measured by sequencing internal transcribed spacer instead of 16S rRNA genes for bacteria. The different sequencing methods between fungi and bacteria bring two compositional vectors in microbiome studies. RESULTS We propose a novel statistical method, called gmcoda, based on an additive logistic normal distribution for estimating the partial correlation matrix for cross-domain interactions. A majorization-minimization algorithm is proposed to solve the optimization problem involved in gmcoda. Through simulation studies, gmcoda is demonstrated to work well in estimating partial correlations between two compositional vectors. Gmcoda is also applied to infer cross-domain interactions in a real microbiome dataset and finds potential interactions between bacteria and fungi. AVAILABILITY AND IMPLEMENTATION Gmcoda is open source and freely available from https://github.com/huayingfang/gmcoda under GNU LGPL v3.
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Affiliation(s)
- Huaying Fang
- Beijing Advanced Innovation Center for Imaging Theory and Technology, Capital Normal University, Beijing 100048, China
- Academy of Multidisciplinary Studies, Capital Normal University, Beijing 100048, China
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12
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Arıkan M, Muth T. Integrated multi-omics analyses of microbial communities: a review of the current state and future directions. Mol Omics 2023; 19:607-623. [PMID: 37417894 DOI: 10.1039/d3mo00089c] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/08/2023]
Abstract
Integrated multi-omics analyses of microbiomes have become increasingly common in recent years as the emerging omics technologies provide an unprecedented opportunity to better understand the structural and functional properties of microbial communities. Consequently, there is a growing need for and interest in the concepts, approaches, considerations, and available tools for investigating diverse environmental and host-associated microbial communities in an integrative manner. In this review, we first provide a general overview of each omics analysis type, including a brief history, typical workflow, primary applications, strengths, and limitations. Then, we inform on both experimental design and bioinformatics analysis considerations in integrated multi-omics analyses, elaborate on the current approaches and commonly used tools, and highlight the current challenges. Finally, we discuss the expected key advances, emerging trends, potential implications on various fields from human health to biotechnology, and future directions.
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Affiliation(s)
- Muzaffer Arıkan
- Regenerative and Restorative Medicine Research Center (REMER), Research Institute for Health Sciences and Technologies (SABITA), Istanbul Medipol University, Istanbul, Turkey.
- Department of Medical Biology, Faculty of Medicine, Istanbul Medipol University, Istanbul, Turkey
| | - Thilo Muth
- Section eScience (S.3), Federal Institute for Materials Research and Testing (BAM), Berlin, Germany.
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13
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Wiersinga WJ. Selective digestive decontamination- Not sure. Intensive Care Med 2023; 49:984-986. [PMID: 37336865 DOI: 10.1007/s00134-023-07115-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Accepted: 05/28/2023] [Indexed: 06/21/2023]
Affiliation(s)
- Willem Joost Wiersinga
- Division of Infectious Diseases and Center for Experimental and Molecular Medicine, Department of Medicine, Amsterdam UMC, Location AMC, University of Amsterdam, Meibergdreef 9, Room G2-130, 1105 AZ, Amsterdam, The Netherlands.
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14
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Ticinesi A, Parise A, Nouvenne A, Cerundolo N, Prati B, Meschi T. The possible role of gut microbiota dysbiosis in the pathophysiology of delirium in older persons. MICROBIOME RESEARCH REPORTS 2023; 2:19. [PMID: 38046817 PMCID: PMC10688815 DOI: 10.20517/mrr.2023.15] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 03/15/2023] [Accepted: 05/23/2023] [Indexed: 12/05/2023]
Abstract
Delirium is a clinical syndrome characterized by an acute change in attention, awareness and cognition with fluctuating course, frequently observed in older patients during hospitalization for acute medical illness or after surgery. Its pathogenesis is multifactorial and still not completely understood, but there is general consensus on the fact that it results from the interaction between an underlying predisposition, such as neurodegenerative diseases, and an acute stressor acting as a trigger, such as infection or anesthesia. Alterations in brain insulin sensitivity and metabolic function, increased blood-brain barrier permeability, neurotransmitter imbalances, abnormal microglial activation and neuroinflammation have all been involved in the pathophysiology of delirium. Interestingly, all these mechanisms can be regulated by the gut microbiota, as demonstrated in experimental studies investigating the microbiota-gut-brain axis in dementia. Aging is also associated with profound changes in gut microbiota composition and functions, which can influence several aspects of disease pathophysiology in the host. This review provides an overview of the emerging evidence linking age-related gut microbiota dysbiosis with delirium, opening new perspectives for the microbiota as a possible target of interventions aimed at delirium prevention and treatment.
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Affiliation(s)
- Andrea Ticinesi
- Microbiome Research Hub, University of Parma, Parma 43124, Italy
- Department of Medicine and Surgery, University of Parma, Parma 43126, Italy
- Geriatric-Rehabilitation Department, Azienda Ospedaliero-Universitaria di Parma, Parma 43126, Italy
| | - Alberto Parise
- Geriatric-Rehabilitation Department, Azienda Ospedaliero-Universitaria di Parma, Parma 43126, Italy
| | - Antonio Nouvenne
- Microbiome Research Hub, University of Parma, Parma 43124, Italy
- Geriatric-Rehabilitation Department, Azienda Ospedaliero-Universitaria di Parma, Parma 43126, Italy
| | - Nicoletta Cerundolo
- Geriatric-Rehabilitation Department, Azienda Ospedaliero-Universitaria di Parma, Parma 43126, Italy
| | - Beatrice Prati
- Geriatric-Rehabilitation Department, Azienda Ospedaliero-Universitaria di Parma, Parma 43126, Italy
| | - Tiziana Meschi
- Microbiome Research Hub, University of Parma, Parma 43124, Italy
- Department of Medicine and Surgery, University of Parma, Parma 43126, Italy
- Geriatric-Rehabilitation Department, Azienda Ospedaliero-Universitaria di Parma, Parma 43126, Italy
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15
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Lee CY, Dillard LR, Papin JA, Arnold KB. New perspectives into the vaginal microbiome with systems biology. Trends Microbiol 2023; 31:356-368. [PMID: 36272885 DOI: 10.1016/j.tim.2022.09.011] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Revised: 09/19/2022] [Accepted: 09/21/2022] [Indexed: 10/28/2022]
Abstract
The vaginal microbiome (VMB) is critical to female reproductive health; however, the mechanisms associated with optimal and non-optimal states remain poorly understood due to the complex community structure and dynamic nature. Quantitative systems biology techniques applied to the VMB have improved understanding of community composition and function using primarily statistical methods. In contrast, fewer mechanistic models that use a priori knowledge of VMB features to develop predictive models have been implemented despite their use for microbiomes at other sites, including the gastrointestinal tract. Here, we explore systems biology approaches that have been applied in the VMB, highlighting successful techniques and discussing new directions that hold promise for improving understanding of health and disease.
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Affiliation(s)
- Christina Y Lee
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA
| | - Lillian R Dillard
- Department of Biomedical Engineering, University of Virginia, Charlottesville, VA, USA; Department of Biochemistry & Molecular Genetics, University of Virginia, Charlottesville, VA, USA
| | - Jason A Papin
- Department of Biomedical Engineering, University of Virginia, Charlottesville, VA, USA
| | - Kelly B Arnold
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA.
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16
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Schlechte J, Zucoloto AZ, Yu IL, Doig CJ, Dunbar MJ, McCoy KD, McDonald B. Dysbiosis of a microbiota-immune metasystem in critical illness is associated with nosocomial infections. Nat Med 2023; 29:1017-1027. [PMID: 36894652 PMCID: PMC10115642 DOI: 10.1038/s41591-023-02243-5] [Citation(s) in RCA: 16] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Accepted: 01/30/2023] [Indexed: 03/11/2023]
Abstract
Critically ill patients in intensive care units experience profound alterations of their gut microbiota that have been linked to a high risk of hospital-acquired (nosocomial) infections and adverse outcomes through unclear mechanisms. Abundant mouse and limited human data suggest that the gut microbiota can contribute to maintenance of systemic immune homeostasis, and that intestinal dysbiosis may lead to defects in immune defense against infections. Here we use integrated systems-level analyses of fecal microbiota dynamics in rectal swabs and single-cell profiling of systemic immune and inflammatory responses in a prospective longitudinal cohort study of critically ill patients to show that the gut microbiota and systemic immunity function as an integrated metasystem, where intestinal dysbiosis is coupled to impaired host defense and increased frequency of nosocomial infections. Longitudinal microbiota analysis by 16s rRNA gene sequencing of rectal swabs and single-cell profiling of blood using mass cytometry revealed that microbiota and immune dynamics during acute critical illness were highly interconnected and dominated by Enterobacteriaceae enrichment, dysregulated myeloid cell responses and amplified systemic inflammation, with a lesser impact on adaptive mechanisms of host defense. Intestinal Enterobacteriaceae enrichment was coupled with impaired innate antimicrobial effector responses, including hypofunctional and immature neutrophils and was associated with an increased risk of infections by various bacterial and fungal pathogens. Collectively, our findings suggest that dysbiosis of an interconnected metasystem between the gut microbiota and systemic immune response may drive impaired host defense and susceptibility to nosocomial infections in critical illness.
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Affiliation(s)
- Jared Schlechte
- Department of Critical Care Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Snyder Institute for Chronic Diseases, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Amanda Z Zucoloto
- Department of Critical Care Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Snyder Institute for Chronic Diseases, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Department of Physiology and Pharmacology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Ian-Ling Yu
- Department of Critical Care Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Snyder Institute for Chronic Diseases, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Christopher J Doig
- Department of Critical Care Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Snyder Institute for Chronic Diseases, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Mary J Dunbar
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Alberta Children's Hospital Research Institute, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Kathy D McCoy
- Snyder Institute for Chronic Diseases, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Department of Physiology and Pharmacology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Braedon McDonald
- Department of Critical Care Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.
- Snyder Institute for Chronic Diseases, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.
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17
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Biemond JJ, McDonald B, Haak BW. Leveraging the microbiome in the treatment of sepsis: potential pitfalls and new perspectives. Curr Opin Crit Care 2023; 29:123-129. [PMID: 36762681 DOI: 10.1097/mcc.0000000000001019] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/11/2023]
Abstract
PURPOSE OF REVIEW This review aims to provide an overview of the current knowledge about microbiota-targeted therapies in sepsis, and calls out - despite recent negative studies - not to halt our efforts of translating these tools into regular medical practice. RECENT FINDINGS The intestinal microbiome has an important role in shaping our immune system, and microbiota-derived metabolites prime innate and adaptive inflammatory responses to infectious pathogens. Microbiota composition is severely disrupted during sepsis, which has been linked to increased risk of mortality and secondary infections. However, efforts of using these microbes as a tool for prognostic or therapeutic purposes have been unsuccessful so far, and recent trials studying the impact of probiotics in critical illness did not improve patient outcomes. Despite these negative results, researchers must continue their attempts of harnessing the microbiome to improve sepsis survival in patients with a high risk of clinical deterioration. Promising research avenues that could potentially benefit sepsis patients include the development of next-generation probiotics, use of the microbiome as a theranostic tool to direct therapy, and addressing the restoration of microbial communities following ICU discharge. SUMMARY Although research focused on microbiome-mediated therapy in critically ill patients has not yielded the results that were anticipated, we should not abandon our efforts to translate promising preclinical findings into clinical practice.
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Affiliation(s)
- Jason J Biemond
- Center for Experimental and Molecular Medicine (CEMM)
- Microbiota Center Amsterdam, Amsterdam University Medical Centers - Location AMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Braedon McDonald
- The Calvin, Phoebe and Joan Snyder Institute for Chronic Diseases
- Department of Critical Care Medicine, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | - Bastiaan W Haak
- Center for Experimental and Molecular Medicine (CEMM)
- Microbiota Center Amsterdam, Amsterdam University Medical Centers - Location AMC, University of Amsterdam, Amsterdam, The Netherlands
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18
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Abstract
PURPOSE OF REVIEW Study of organ crosstalk in critical illness has uncovered complex biological communication between different organ systems, but the role of microbiota in organ crosstalk has received limited attention. We highlight the emerging understanding of the gut-lung axis, and how the largest biomass of the human body in the gut may affect lung physiology in critical illness. RECENT FINDINGS Disruption of healthy gut microbial communities and replacement by disease-promoting pathogens (pathobiome) generates a maladaptive transmitter of messages from the gut to the lungs, connected via the portal venous and the mesenteric lymphatic systems. Gut barrier impairment allows for microbial translocation (living organisms or cellular fragments) to the lungs. Host-microbiota interactions in the gut mucosa can also impact lung physiology through microbial metabolite secretion or host-derived messengers (hormones, cytokines or immune cells). Clinical examples like the prevention of ventilator-associated pneumonia by selective decontamination of the digestive tract show that the gut-lung axis can be manipulated therapeutically. SUMMARY A growing body of evidence supports the pathophysiological relevance of the gut-lung axis, yet we are only at the brink of understanding the therapeutic and prognostic relevance of the gut microbiome, metabolites and host-microbe interactions in critical illness.
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Affiliation(s)
- Sridesh Nath
- Department of Medicine, Division of Pulmonary, Allergy and Critical Care Medicine
| | - Georgios D Kitsios
- Department of Medicine, Division of Pulmonary, Allergy and Critical Care Medicine
- Acute Lung Injury Center of Excellence
- Center for Medicine and the Microbiome, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Lieuwe D J Bos
- Intensive Care
- Laboratory of Experimental Intensive Care and Anesthesiology (LEICA), Amsterdam University Medical Centers, location AMC, University of Amsterdam, Amsterdam, The Netherlands
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19
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Chanderraj R, Baker JM, Kay SG, Brown CA, Hinkle KJ, Fergle DJ, McDonald RA, Falkowski NR, Metcalf JD, Kaye KS, Woods RJ, Prescott HC, Sjoding MW, Dickson RP. In critically ill patients, anti-anaerobic antibiotics increase risk of adverse clinical outcomes. Eur Respir J 2023; 61:13993003.00910-2022. [PMID: 36229047 PMCID: PMC9909213 DOI: 10.1183/13993003.00910-2022] [Citation(s) in RCA: 30] [Impact Index Per Article: 30.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Accepted: 09/16/2022] [Indexed: 01/16/2023]
Abstract
BACKGROUND Critically ill patients routinely receive antibiotics with activity against anaerobic gut bacteria. However, in other disease states and animal models, gut anaerobes are protective against pneumonia, organ failure and mortality. We therefore designed a translational series of analyses and experiments to determine the effects of anti-anaerobic antibiotics on the risk of adverse clinical outcomes among critically ill patients. METHODS We conducted a retrospective single-centre cohort study of 3032 critically ill patients, comparing patients who did and did not receive early anti-anaerobic antibiotics. We compared intensive care unit outcomes (ventilator-associated pneumonia (VAP)-free survival, infection-free survival and overall survival) in all patients and changes in gut microbiota in a subcohort of 116 patients. In murine models, we studied the effects of anaerobe depletion in infectious (Klebsiella pneumoniae and Staphylococcus aureus pneumonia) and noninfectious (hyperoxia) injury models. RESULTS Early administration of anti-anaerobic antibiotics was associated with decreased VAP-free survival (hazard ratio (HR) 1.24, 95% CI 1.06-1.45), infection-free survival (HR 1.22, 95% CI 1.09-1.38) and overall survival (HR 1.14, 95% CI 1.02-1.28). Patients who received anti-anaerobic antibiotics had decreased initial gut bacterial density (p=0.00038), increased microbiome expansion during hospitalisation (p=0.011) and domination by Enterobacteriaceae spp. (p=0.045). Enterobacteriaceae were also enriched among respiratory pathogens in anti-anaerobic-treated patients (p<2.2×10-16). In murine models, treatment with anti-anaerobic antibiotics increased susceptibility to Enterobacteriaceae pneumonia (p<0.05) and increased the lethality of hyperoxia (p=0.0002). CONCLUSIONS In critically ill patients, early treatment with anti-anaerobic antibiotics is associated with increased mortality. Mechanisms may include enrichment of the gut with respiratory pathogens, but increased mortality is incompletely explained by infections alone. Given consistent clinical and experimental evidence of harm, the widespread use of anti-anaerobic antibiotics should be reconsidered.
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Affiliation(s)
- Rishi Chanderraj
- Division of Infectious Diseases, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI, USA
- Medicine Service, Infectious Diseases Section, VA Ann Arbor Healthcare System, Ann Arbor, MI, USA
| | - Jennifer M Baker
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI, USA
- Department of Microbiology and Immunology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Stephen G Kay
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Christopher A Brown
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI, USA
- Institute for Research on Innovation and Science, Institute for Social Research, University of Michigan, Ann Arbor, MI, USA
| | - Kevin J Hinkle
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Daniel J Fergle
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Roderick A McDonald
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Nicole R Falkowski
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Joseph D Metcalf
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Keith S Kaye
- Division of Infectious Diseases, Department of Medicine, Rutgers-New Jersey Medical School, Newark, NJ, USA
| | - Robert J Woods
- Division of Infectious Diseases, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI, USA
- Medicine Service, Infectious Diseases Section, VA Ann Arbor Healthcare System, Ann Arbor, MI, USA
- Computational Medicine and Bioinformatics, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Hallie C Prescott
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI, USA
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI, USA
- VA Center for Clinical Management Research, Ann Arbor, MI, USA
| | - Michael W Sjoding
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI, USA
- Computational Medicine and Bioinformatics, University of Michigan Medical School, Ann Arbor, MI, USA
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI, USA
- Weil Institute for Critical Care Research and Innovation, Ann Arbor, MI, USA
| | - Robert P Dickson
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI, USA
- Department of Microbiology and Immunology, University of Michigan Medical School, Ann Arbor, MI, USA
- Weil Institute for Critical Care Research and Innovation, Ann Arbor, MI, USA
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20
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Immunopathophysiology of human sepsis. EBioMedicine 2022; 86:104363. [PMID: 36470832 PMCID: PMC9783164 DOI: 10.1016/j.ebiom.2022.104363] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Revised: 10/11/2022] [Accepted: 10/27/2022] [Indexed: 12/04/2022] Open
Abstract
Sepsis is an ill-defined syndrome yet is a leading cause of morbidity and mortality worldwide. The most recent consensus defines sepsis as life-threatening organ dysfunction caused by a dysregulated host response to infection. However, this definition belies the complexity and breadth of immune mechanisms involved in sepsis, which are characterized by simultaneous hyperinflammation and immune suppression. In this review, we describe the immunopathogenesis of sepsis and highlight some recent pathophysiological findings that have expanded our understanding of sepsis. Sepsis endotypes can be used to divide sepsis patients in different groups with distinct immune profiles and outcomes. We also summarize evidence on the role of the gut microbiome in sepsis immunity. The challenge of the coming years will be to translate our increasing knowledge about the molecular mechanisms underlying sepsis into therapies that improve relevant patient outcomes.
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21
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Zhang X, Liu H, Hashimoto K, Yuan S, Zhang J. The gut–liver axis in sepsis: interaction mechanisms and therapeutic potential. Crit Care 2022; 26:213. [PMID: 35831877 PMCID: PMC9277879 DOI: 10.1186/s13054-022-04090-1] [Citation(s) in RCA: 31] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Accepted: 07/09/2022] [Indexed: 12/20/2022] Open
Abstract
Sepsis is a potentially fatal condition caused by dysregulation of the body's immune response to an infection. Sepsis-induced liver injury is considered a strong independent prognosticator of death in the critical care unit, and there is anatomic and accumulating epidemiologic evidence that demonstrates intimate cross talk between the gut and the liver. Intestinal barrier disruption and gut microbiota dysbiosis during sepsis result in translocation of intestinal pathogen-associated molecular patterns and damage-associated molecular patterns into the liver and systemic circulation. The liver is essential for regulating immune defense during systemic infections via mechanisms such as bacterial clearance, lipopolysaccharide detoxification, cytokine and acute-phase protein release, and inflammation metabolic regulation. When an inappropriate immune response or overwhelming inflammation occurs in the liver, the impaired capacity for pathogen clearance and hepatic metabolic disturbance can result in further impairment of the intestinal barrier and increased disruption of the composition and diversity of the gut microbiota. Therefore, interaction between the gut and liver is a potential therapeutic target. This review outlines the intimate gut–liver cross talk (gut–liver axis) in sepsis.
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22
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Jones HE, Wilson PB. Progress and opportunities through use of genomics in animal production. Trends Genet 2022; 38:1228-1252. [PMID: 35945076 DOI: 10.1016/j.tig.2022.06.014] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Revised: 06/08/2022] [Accepted: 06/17/2022] [Indexed: 01/24/2023]
Abstract
The rearing of farmed animals is a vital component of global food production systems, but its impact on the environment, human health, animal welfare, and biodiversity is being increasingly challenged. Developments in genetic and genomic technologies have had a key role in improving the productivity of farmed animals for decades. Advances in genome sequencing, annotation, and editing offer a means not only to continue that trend, but also, when combined with advanced data collection, analytics, cloud computing, appropriate infrastructure, and regulation, to take precision livestock farming (PLF) and conservation to an advanced level. Such an approach could generate substantial additional benefits in terms of reducing use of resources, health treatments, and environmental impact, while also improving animal health and welfare.
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Affiliation(s)
- Huw E Jones
- UK Genetics for Livestock and Equines (UKGLE) Committee, Department for Environment, Food and Rural Affairs, Nobel House, 17 Smith Square, London, SW1P 3JR, UK; Nottingham Trent University, Brackenhurst Campus, Brackenhurst Lane, Southwell, NG25 0QF, UK.
| | - Philippe B Wilson
- UK Genetics for Livestock and Equines (UKGLE) Committee, Department for Environment, Food and Rural Affairs, Nobel House, 17 Smith Square, London, SW1P 3JR, UK; Nottingham Trent University, Brackenhurst Campus, Brackenhurst Lane, Southwell, NG25 0QF, UK
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23
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Fernández-Alonso M, Aguirre Camorlinga A, Messiah SE, Marroquin E. Effect of adding probiotics to an antibiotic intervention on the human gut microbial diversity and composition: a systematic review. J Med Microbiol 2022; 71. [DOI: 10.1099/jmm.0.001625] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Introduction. Millions of antibiotic prescriptions are written annually in the USA.
Gap Statement. Probiotics reduce antibiotic-induced gastrointestinal side effects; however, the effect of probiotics on preserving gut microbial composition in response to antibiotics is not well understood.
Aim. To evaluate whether the addition of probiotics is capable of reverting the changes in alpha diversity and gut microbial composition commonly observed in adult participants receiving antibiotics.
Methodology. A search was conducted by two researchers following the PRISMA guidelines using PubMed, Science Direct, Cochrane and Embase from January to December 2021 with the following inclusion criteria: (i) randomized clinical trials assessing the effect of antibiotics, probiotics or antibiotics+probiotics; (ii) 16S rRNA; (iii) adult participants; and (iv) in English. Once data was extracted in tables, a third researcher compared, evaluated and merged the collected data. The National Institutes of Health (NIH) rating system was utilized to analyse risk of bias.
Results. A total of 29 articles (n=11 antibiotics, n=11 probiotics and n=7 antibiotics+probiotics) met the inclusion criteria. The lack of standardization of protocols to analyse the gut microbial composition and the wide range of selected antibiotics/probiotics complicated data interpretation; however, despite these discrepancies, probiotic co-administration with antibiotics seemed to prevent some, but not all, of the gut microbial diversity and composition changes induced by antibiotics, including restoration of health-related bacteria such as
Faecalibacterium prausnitzii
.
Conclusion. Addition of probiotics to antibiotic interventions seems to preserve alpha diversity and ameliorate the changes to gut microbial composition caused by antibiotic interventions.
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Affiliation(s)
- Melissa Fernández-Alonso
- Escuela de Medicina y Ciencias de la Salud, Tecnológico de Monterrey, Monterrey, Nuevo León, Mexico
| | | | - Sarah E. Messiah
- Center for Pediatric Population Health, UTHealth School of Public Health and Children's Health System of Texas, Dallas, TX, USA
- School of Public Health, University of Texas Health Science Center at Houston, Dallas Campus, Dallas, TX, USA
| | - Elisa Marroquin
- Department of Nutritional Sciences, College of Science and Engineering, Texas Christian University, Fort Worth, TX, USA
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24
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Yarahmadi N, Halimi S, Moradi P, Zamanian MH, Rezaei A, Vaziri S, Akya A, Alvandi A, Yazdani S, Ghadimi D, Moradi J. Prevalence of Antibiotic-Resistant Lactobacilli in Sepsis Patients with Long-Term Antibiotic Therapy. Curr Microbiol 2022; 79:318. [DOI: 10.1007/s00284-022-03010-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2022] [Accepted: 08/24/2022] [Indexed: 11/03/2022]
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25
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Kullberg RFJ, de Brabander J, Boers LS, Biemond JJ, Nossent EJ, Heunks LMA, Vlaar APJ, Bonta PI, van der Poll T, Duitman J, Bos LDJ, Wiersinga WJ. Lung Microbiota of Critically Ill Patients with COVID-19 Are Associated with Nonresolving Acute Respiratory Distress Syndrome. Am J Respir Crit Care Med 2022; 206:846-856. [PMID: 35616585 PMCID: PMC9799265 DOI: 10.1164/rccm.202202-0274oc] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
Rationale: Bacterial lung microbiota are correlated with lung inflammation and acute respiratory distress syndrome (ARDS) and altered in severe coronavirus disease (COVID-19). However, the association between lung microbiota (including fungi) and resolution of ARDS in COVID-19 remains unclear. We hypothesized that increased lung bacterial and fungal burdens are related to nonresolving ARDS and mortality in COVID-19. Objectives: To determine the relation between lung microbiota and clinical outcomes of COVID-19-related ARDS. Methods: This observational cohort study enrolled mechanically ventilated patients with COVID-19. All patients had ARDS and underwent bronchoscopy with BAL. Lung microbiota were profiled using 16S rRNA gene sequencing and quantitative PCR targeting the 16S and 18S rRNA genes. Key features of lung microbiota (bacterial and fungal burden, α-diversity, and community composition) served as predictors. Our primary outcome was successful extubation adjudicated 60 days after intubation, analyzed using a competing risk regression model with mortality as competing risk. Measurements and Main Results: BAL samples of 114 unique patients with COVID-19 were analyzed. Patients with increased lung bacterial and fungal burden were less likely to be extubated (subdistribution hazard ratio, 0.64 [95% confidence interval, 0.42-0.97]; P = 0.034 and 0.59 [95% confidence interval, 0.42-0.83]; P = 0.0027 per log10 increase in bacterial and fungal burden, respectively) and had higher mortality (bacterial burden, P = 0.012; fungal burden, P = 0.0498). Lung microbiota composition was associated with successful extubation (P = 0.0045). Proinflammatory cytokines (e.g., tumor necrosis factor-α) were associated with the microbial burdens. Conclusions: Bacterial and fungal lung microbiota are related to nonresolving ARDS in COVID-19 and represent an important contributor to heterogeneity in COVID-19-related ARDS.
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Affiliation(s)
| | | | - Leonoor S. Boers
- Department of Intensive Care Medicine,,Laboratory of Experimental Intensive Care and Anesthesiology
| | | | | | | | - Alexander P. J. Vlaar
- Department of Intensive Care Medicine,,Laboratory of Experimental Intensive Care and Anesthesiology
| | | | - Tom van der Poll
- Center for Experimental and Molecular Medicine,,Division of Infectious Diseases, and
| | - JanWillem Duitman
- Department of Pulmonary Medicine,,Department of Experimental Immunology, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, the Netherlands
| | - Lieuwe D. J. Bos
- Department of Intensive Care Medicine,,Laboratory of Experimental Intensive Care and Anesthesiology,,Department of Pulmonary Medicine
| | - W. Joost Wiersinga
- Center for Experimental and Molecular Medicine,,Division of Infectious Diseases, and
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26
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Long-distance relationships - regulation of systemic host defense against infections by the gut microbiota. Mucosal Immunol 2022; 15:809-818. [PMID: 35732817 DOI: 10.1038/s41385-022-00539-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 05/29/2022] [Accepted: 06/04/2022] [Indexed: 02/04/2023]
Abstract
Despite compartmentalization within the lumen of the gastrointestinal tract, the gut microbiota has a far-reaching influence on immune cell development and function throughout the body. This long-distance relationship is crucial for immune homeostasis, including effective host defense against invading pathogens that cause systemic infections. Herein, we review new insights into how commensal microbes that are spatially restricted to the gut lumen can engage in long-distance relationships with innate and adaptive immune cells at systemic sites to fortify host defenses against infections. In addition, we explore the consequences of intestinal dysbiosis on impaired host defense and immune-mediated pathology during infections, including emerging evidence linking dysbiosis with aberrant systemic inflammation and immune-mediated organ damage in sepsis. As such, therapeutic modification of the gut microbiota is an emerging target for interventions to prevent and/or treat systemic infections and sepsis by harnessing the long-distance relationships between gut microbes and systemic immunity.
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27
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Chen Y, Zhang F, Ye X, Hu JJ, Yang X, Yao L, Zhao BC, Deng F, Liu KX. Association Between Gut Dysbiosis and Sepsis-Induced Myocardial Dysfunction in Patients With Sepsis or Septic Shock. Front Cell Infect Microbiol 2022; 12:857035. [PMID: 35372123 PMCID: PMC8964439 DOI: 10.3389/fcimb.2022.857035] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Accepted: 02/14/2022] [Indexed: 11/24/2022] Open
Abstract
Objective Sepsis-induced myocardial dysfunction (SIMD) seriously affects the evolution and prognosis of the sepsis patient. The gut microbiota has been confirmed to play an important role in sepsis or cardiovascular diseases, but the changes and roles of the gut microbiota in SIMD have not been reported yet. This study aims to assess the compositions of the gut microbiota in sepsis or septic patients with or without myocardial injury and to find the relationship between the gut microbiota and SIMD. Methods The prospective, observational, and 1:1 matched case–control study was conducted to observe gut microbiota profiles from patients with SIMD (n = 18) and matched non-SIMD (NSIMD) patients (n = 18) by 16S rRNA gene sequencing. Then the relationship between the relative abundance of microbial taxa and clinical indicators and clinical outcomes related to SIMD was analyzed. The receiver operating characteristic (ROC) curves were used to evaluate the predictive efficiencies of the varied gut microbiota to SIMD. Results SIMD was associated with poor outcomes in sepsis patients. The beta-diversity of the gut microbiota was significantly different between the SIMD patients and NSIMD subjects. The gut microbiota profiles in different levels significantly differed between the two groups. Additionally, the abundance of some microbes (Klebsiella variicola, Enterobacteriaceae, and Bacteroides vulgatus) was correlated with clinical indicators and clinical outcomes. Notably, ROC analysis indicated that K. variicola may be a potential biomarker of SIMD. Conclusion Our study indicates that SIMD patients may have a particular gut microbiota signature and that the gut microbiota might be a potential diagnostic marker for evaluating the risk of developing SIMD.
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Affiliation(s)
- Yu Chen
- Department of Anesthesiology, Nanfang Hospital, Southern Medical University, Guangzhou, China.,Department of Anesthesiology, Jinshan Branch of Fujian Provincial Hospital, Fuzhou, China.,Department of Anesthesiology, Fujian Provincial Clinical Medical College, Fujian Medical University, Fuzhou, China
| | - Fu Zhang
- Department of Anesthesiology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Xin Ye
- Department of Anesthesiology, Fujian Provincial Clinical Medical College, Fujian Medical University, Fuzhou, China
| | - Jing-Juan Hu
- Department of Anesthesiology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Xiao Yang
- Department of Anesthesiology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Lin Yao
- Department of Clinical Medicine, Fujian Medical University, Fuzhou, China
| | - Bing-Cheng Zhao
- Department of Anesthesiology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Fan Deng
- Department of Anesthesiology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Ke-Xuan Liu
- Department of Anesthesiology, Nanfang Hospital, Southern Medical University, Guangzhou, China
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The Effect of Antibiotics on the Infant Gut Fungal Microbiota. J Fungi (Basel) 2022; 8:jof8040328. [PMID: 35448562 PMCID: PMC9032081 DOI: 10.3390/jof8040328] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Revised: 03/15/2022] [Accepted: 03/18/2022] [Indexed: 02/05/2023] Open
Abstract
Antibiotics are commonly used drugs in infants, causing disruptions in the developing gut microbiota with possible detrimental long-term effects such as chronic inflammatory diseases. The focus has been on bacteria, but research shows that fungi might have an important role as well. There are only a few studies on the infant gut fungal microbiota, the mycobiota, in relation to antibiotic treatment. Here, the aim was to investigate the impact of antibiotics on the infant gut mycobiota, and the interkingdom associations between bacteria and fungi. We had 37 antibiotic-naïve patients suffering from respiratory syncytial virus, of which 21 received one to four courses of antibiotics due to complications, and 16 remained antibiotic-naïve throughout the study. Fecal samples were collected before, during and after antibiotic treatment with a follow-up period of up to 9.5 months. The gut mycobiota was studied by Illumina MiSeq sequencing of the ITS1 region. We found that antibiotic use affected the gut mycobiota, most prominently seen as a higher relative abundance of Candida (p < 0.001), and a higher fungal diversity (p = 0.005−0.04) and richness (p = 0.03) in the antibiotic-treated infants compared to the antibiotic-naïve ones at multiple timepoints. This indicates that the gut mycobiota could contribute to the long-term consequences of antibiotic treatments.
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29
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Jeffery IB, Cotter PD, Scanlan PD. Collateral Damage in the Human Gut Microbiome - Blastocystis Is Significantly Less Prevalent in an Antibiotic-Treated Adult Population Compared to Non-Antibiotic Treated Controls. Front Cell Infect Microbiol 2022; 12:822475. [PMID: 35281435 PMCID: PMC8913940 DOI: 10.3389/fcimb.2022.822475] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Accepted: 02/04/2022] [Indexed: 12/14/2022] Open
Abstract
Antibiotics can drive the rapid loss of non-target, phylogenetically diverse microorganisms that inhabit the human gut. This so-called “collateral damage” has myriad consequences for host health and antibiotic mediated changes to the gut microbiota have been implicated in the aetiology of many chronic diseases. To date, studies have largely focused on how antibiotics affect the bacterial fraction of the gut microbiome and their impact on non-bacterial members, including prevalent eukaryal species, such as Blastocystis, remains largely unknown. Here we assessed the prevalence and diversity of Blastocystis in an elderly adult group that were in receipt of antibiotics (n = 86) and an equivalent non-antibiotic treated group (n = 88) using a PCR-based approach. This analysis revealed that although similar subtypes were present in both groups, Blastocystis was significantly less prevalent in the antibiotic-treated group (16%) compared to non-antibiotic treated controls (55%); Fisher’s Exact test, p < 0.0001). Given that antibiotics target structures and molecules of prokaryotic cells to kill or inhibit bacterial populations, the most likely explanation for differences in prevalence between both groups is due to secondary extinctions owing to the potential dependence of Blastocystis on bacteria present in the gut microbiome that were negatively affected by antibiotic treatment. Although further work is required to explore this hypothesis in greater detail, these data clearly show that Blastocystis prevalence in human populations is negatively associated with antibiotic treatment. This finding may be relevant to explaining patterns of variation for this microorganism in different human populations and cohorts of interest.
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Affiliation(s)
- Ian B. Jeffery
- School of Microbiology, University College Cork, Cork, Ireland
- APC Microbiome Ireland, University College Cork, Cork, Ireland
| | - Paul D. Cotter
- APC Microbiome Ireland, University College Cork, Cork, Ireland
- Teagasc Food Research Centre, Moorepark, Fermoy, Ireland
| | - Pauline D. Scanlan
- School of Microbiology, University College Cork, Cork, Ireland
- APC Microbiome Ireland, University College Cork, Cork, Ireland
- *Correspondence: Pauline D. Scanlan,
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Schuurman AR, Kullberg RFJ, Wiersinga WJ. Probiotics in the Intensive Care Unit. Antibiotics (Basel) 2022; 11:antibiotics11020217. [PMID: 35203819 PMCID: PMC8868307 DOI: 10.3390/antibiotics11020217] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2022] [Revised: 02/04/2022] [Accepted: 02/06/2022] [Indexed: 01/27/2023] Open
Abstract
The understanding of the gut microbiome in health and disease has shown tremendous progress in the last decade. Shaped and balanced throughout life, the gut microbiome is intricately related to the local and systemic immune system and a multitude of mechanisms through which the gut microbiome contributes to the host’s defense against pathogens have been revealed. Similarly, a plethora of negative consequences, such as superinfections and an increased rate of hospital re-admissions, have been identified when the gut microbiome is disturbed by disease or by the iatrogenic effects of antibiotic treatment and other interventions. In this review, we describe the role that probiotics may play in the intensive care unit (ICU). We discuss what is known about the gut microbiome of the critically ill, and the concept of probiotic intervention to positively modulate the gut microbiome. We summarize the evidence derived from randomized clinical trials in this context, with a focus on the prevention of ventilator-associated pneumonia. Finally, we consider what lessons we can learn in terms of the current challenges, efficacy and safety of probiotics in the ICU and what we may expect from the future. Throughout the review, we highlight studies that have provided conceptual advances to the field or have revealed a specific mechanism; this narrative review is not intended as a comprehensive summary of the literature.
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Affiliation(s)
- Alex R. Schuurman
- Center for Experimental and Molecular Medicine (CEMM), Amsterdam University Medical Centers, University of Amsterdam, 1105 AZ Amsterdam, The Netherlands; (A.R.S.); (R.F.J.K.)
| | - Robert F. J. Kullberg
- Center for Experimental and Molecular Medicine (CEMM), Amsterdam University Medical Centers, University of Amsterdam, 1105 AZ Amsterdam, The Netherlands; (A.R.S.); (R.F.J.K.)
| | - Willem Joost Wiersinga
- Center for Experimental and Molecular Medicine (CEMM), Amsterdam University Medical Centers, University of Amsterdam, 1105 AZ Amsterdam, The Netherlands; (A.R.S.); (R.F.J.K.)
- Division of Infectious Diseases, Department of Medicine, Amsterdam University Medical Centers, University of Amsterdam, 1105 AZ Amsterdam, The Netherlands
- Correspondence:
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Lazzaro A, De Girolamo G, Filippi V, Innocenti GP, Santinelli L, Ceccarelli G, Trecarichi EM, Torti C, Mastroianni CM, d’Ettorre G, Russo A. The Interplay between Host Defense, Infection, and Clinical Status in Septic Patients: A Narrative Review. Int J Mol Sci 2022; 23:ijms23020803. [PMID: 35054993 PMCID: PMC8776148 DOI: 10.3390/ijms23020803] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Revised: 01/05/2022] [Accepted: 01/09/2022] [Indexed: 01/08/2023] Open
Abstract
Sepsis is a life-threatening condition that arises when the body's response to an infection injures its own tissues and organs. Despite significant morbidity and mortality throughout the world, its pathogenesis and mechanisms are not clearly understood. In this narrative review, we aimed to summarize the recent developments in our understanding of the hallmarks of sepsis pathogenesis (immune and adaptive immune response, the complement system, the endothelial disfunction, and autophagy) and highlight novel laboratory diagnostic approaches. Clinical management is also discussed with pivotal consideration for antimicrobic therapy management in particular settings, such as intensive care unit, altered renal function, obesity, and burn patients.
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Affiliation(s)
- Alessandro Lazzaro
- Department of Public Health and Infectious Diseases, “Sapienza” University of Rome, 00161 Rome, Italy; (A.L.); (G.D.G.); (V.F.); (G.P.I.); (L.S.); (G.C.); (C.M.M.); (G.d.)
| | - Gabriella De Girolamo
- Department of Public Health and Infectious Diseases, “Sapienza” University of Rome, 00161 Rome, Italy; (A.L.); (G.D.G.); (V.F.); (G.P.I.); (L.S.); (G.C.); (C.M.M.); (G.d.)
| | - Valeria Filippi
- Department of Public Health and Infectious Diseases, “Sapienza” University of Rome, 00161 Rome, Italy; (A.L.); (G.D.G.); (V.F.); (G.P.I.); (L.S.); (G.C.); (C.M.M.); (G.d.)
| | - Giuseppe Pietro Innocenti
- Department of Public Health and Infectious Diseases, “Sapienza” University of Rome, 00161 Rome, Italy; (A.L.); (G.D.G.); (V.F.); (G.P.I.); (L.S.); (G.C.); (C.M.M.); (G.d.)
| | - Letizia Santinelli
- Department of Public Health and Infectious Diseases, “Sapienza” University of Rome, 00161 Rome, Italy; (A.L.); (G.D.G.); (V.F.); (G.P.I.); (L.S.); (G.C.); (C.M.M.); (G.d.)
| | - Giancarlo Ceccarelli
- Department of Public Health and Infectious Diseases, “Sapienza” University of Rome, 00161 Rome, Italy; (A.L.); (G.D.G.); (V.F.); (G.P.I.); (L.S.); (G.C.); (C.M.M.); (G.d.)
| | - Enrico Maria Trecarichi
- Infectious and Tropical Disease Unit, Department of Medical and Surgical Sciences, “Magna Graecia” University of Catanzaro, 88100 Catanzaro, Italy; (E.M.T.); (C.T.)
| | - Carlo Torti
- Infectious and Tropical Disease Unit, Department of Medical and Surgical Sciences, “Magna Graecia” University of Catanzaro, 88100 Catanzaro, Italy; (E.M.T.); (C.T.)
| | - Claudio Maria Mastroianni
- Department of Public Health and Infectious Diseases, “Sapienza” University of Rome, 00161 Rome, Italy; (A.L.); (G.D.G.); (V.F.); (G.P.I.); (L.S.); (G.C.); (C.M.M.); (G.d.)
| | - Gabriella d’Ettorre
- Department of Public Health and Infectious Diseases, “Sapienza” University of Rome, 00161 Rome, Italy; (A.L.); (G.D.G.); (V.F.); (G.P.I.); (L.S.); (G.C.); (C.M.M.); (G.d.)
| | - Alessandro Russo
- Infectious and Tropical Disease Unit, Department of Medical and Surgical Sciences, “Magna Graecia” University of Catanzaro, 88100 Catanzaro, Italy; (E.M.T.); (C.T.)
- Correspondence:
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Gut Mycobiota Dysbiosis in Pulmonary Tuberculosis Patients Undergoing Anti-Tuberculosis Treatment. Microbiol Spectr 2021; 9:e0061521. [PMID: 34908436 PMCID: PMC8672887 DOI: 10.1128/spectrum.00615-21] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
Patients with pulmonary tuberculosis (TB) undergoing anti-tuberculosis (anti-TB) treatment were previously reported to present gut bacterial microbiota dysbiosis, but the role of the mycobiota has not been reported. Here, we conducted a follow-up study of 29 naive TB patients who received first-line anti-TB drug treatment; we collected their fecal samples at different time points, as well as 22 fecal samples from healthy subjects. Fungal ITS2 and bacterial 16S rRNA amplicon sequencing were used to analyze the effects of active TB and anti-TB treatment on the gut microbiota. We found that naive TB patients had bacterial and fungal dysbiosis with altered community composition and a decreased density of the transkingdom correlation network. Anti-TB drug treatment significantly decreased the diversity of bacteria and fungi with altered composition. Notably, we observed that the abundance of Purpureocillium lilacinum tended to decrease and Nakaseomyces spp. tended to increase in the anti-TB treatment, and all of them had increased proportions in the three TB groups compared with healthy subjects. We found that the fungal-bacterial transkingdom network was severely altered in TB patients after 2 months of treatment, and new fungal-enriched connections that were not observed in other groups after 6 months of treatment. This study provides the first detailed analysis of dysbiosis of the gut mycobiota due to active TB and anti-TB treatment. The results suggest that fungi play an important role in the balance of the gut microbiota and may be associated with the progression of TB, influencing the microbiota and immunity homeostasis in those receiving anti-TB treatment. IMPORTANCE Numerous studies have shown that the gut bacterial microbiota is altered in active TB patients and that anti-TB drugs have profound and long-term impacts. However, as an integral part of the microbiota, fungi have rarely been studied. The need to investigate both the bacterial and fungal microbiota, as well as the relationship between them is apparent. The significance of our study is in our examination of the changes in the bacterial and fungal microbiota simultaneously in both active TB and patients receiving anti-TB treatment. We found that fungi play an important role in the bacterial-fungal transkingdom network, especially during the anti-TB therapy. These findings underscore the importance of fungi in gut microbiota dysbiosis during active TB and anti-TB treatment processes. In addition, our findings suggest it is meaningful to research potential adjunctive therapies that reduce fungal expansion and increase commensal bacterial abundance after anti-TB treatment, which would help the recovery of TB patients.
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Narayana JK, Mac Aogáin M, Goh WWB, Xia K, Tsaneva-Atanasova K, Chotirmall SH. Mathematical-based microbiome analytics for clinical translation. Comput Struct Biotechnol J 2021; 19:6272-6281. [PMID: 34900137 PMCID: PMC8637001 DOI: 10.1016/j.csbj.2021.11.029] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2021] [Revised: 11/17/2021] [Accepted: 11/17/2021] [Indexed: 12/20/2022] Open
Abstract
Traditionally, human microbiology has been strongly built on the laboratory focused culture of microbes isolated from human specimens in patients with acute or chronic infection. These approaches primarily view human disease through the lens of a single species and its relevant clinical setting however such approaches fail to account for the surrounding environment and wide microbial diversity that exists in vivo. Given the emergence of next generation sequencing technologies and advancing bioinformatic pipelines, researchers now have unprecedented capabilities to characterise the human microbiome in terms of its taxonomy, function, antibiotic resistance and even bacteriophages. Despite this, an analysis of microbial communities has largely been restricted to ordination, ecological measures, and discriminant taxa analysis. This is predominantly due to a lack of suitable computational tools to facilitate microbiome analytics. In this review, we first evaluate the key concerns related to the inherent structure of microbiome datasets which include its compositionality and batch effects. We describe the available and emerging analytical techniques including integrative analysis, machine learning, microbial association networks, topological data analysis (TDA) and mathematical modelling. We also present how these methods may translate to clinical settings including tools for implementation. Mathematical based analytics for microbiome analysis represents a promising avenue for clinical translation across a range of acute and chronic disease states.
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Affiliation(s)
- Jayanth Kumar Narayana
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
| | - Micheál Mac Aogáin
- Biochemical Genetics Laboratory, Department of Biochemistry, St. James’s Hospital, Dublin, Ireland
- Clinical Biochemistry Unit, School of Medicine, Trinity College Dublin, Dublin, Ireland
| | - Wilson Wen Bin Goh
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
- School of Biological Sciences, Nanyang Technological University, Singapore, Singapore
| | - Kelin Xia
- Division of Mathematical Sciences, School of Physical and Mathematical Sciences, Nanyang Technological University, Singapore, Singapore
| | - Krasimira Tsaneva-Atanasova
- Department of Mathematics & Living Systems Institute, College of Engineering, Mathematics and Physical Sciences, University of Exeter, Exeter EX4 4QF, UK
| | - Sanjay H. Chotirmall
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
- Department of Respiratory and Critical Care Medicine, Tan Tock Seng Hospital, Singapore
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van der Poll T, Shankar-Hari M, Wiersinga WJ. The immunology of sepsis. Immunity 2021; 54:2450-2464. [PMID: 34758337 DOI: 10.1016/j.immuni.2021.10.012] [Citation(s) in RCA: 296] [Impact Index Per Article: 98.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Revised: 09/26/2021] [Accepted: 10/13/2021] [Indexed: 12/12/2022]
Abstract
Sepsis is defined as a life-threatening organ dysfunction caused by a dysregulated host response to an infection. This recently implemented definition does not capture the heterogeneity or the underlying pathophysiology of the syndrome, which is characterized by concurrent unbalanced hyperinflammation and immune suppression. Here, we review current knowledge of aberrant immune responses during sepsis and recent initiatives to stratify patients with sepsis into subgroups that are more alike from a clinical and/or pathobiological perspective, which could be key for identification of patients who are more likely to benefit from specific immune interventions.
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Affiliation(s)
- Tom van der Poll
- Amsterdam University Medical Centers, University of Amsterdam, Center of Experimental and Molecular Medicine & Division of Infectious Diseases, Amsterdam Institute for Infection and Immunity, Amsterdam, the Netherlands.
| | - Manu Shankar-Hari
- King's College London, Department of Infectious Diseases, School of Immunology and Microbial Sciences, London, UK; Guy's and St Thomas' NHS Foundation Trust, Department of Intensive Care Medicine, London, UK
| | - W Joost Wiersinga
- Amsterdam University Medical Centers, University of Amsterdam, Center of Experimental and Molecular Medicine & Division of Infectious Diseases, Amsterdam Institute for Infection and Immunity, Amsterdam, the Netherlands
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Abstract
PURPOSE OF REVIEW This review summarizes recent progress in our understanding of the role of the gut microbiota in sepsis pathogenesis and outlines the potential role of microbiota-targeted therapies. RECENT FINDINGS The composition of the gut microbiome is profoundly distorted during sepsis, with a loss of commensal bacteria and an overgrowth of potential pathogenic micro-organisms. These alterations also extend to nonbacterial intestinal inhabitants. Disruptions of these intestinal communities are associated with both an increased susceptibility to develop sepsis, as well as a higher risk of adverse outcomes. Preclinical studies have characterized the effects of several microbiota-derived metabolites (such as D-lactate, butyrate, and deoxycholic acid) on enhancing the host immune response during critical illness. Microbiota-targeted therapies (e.g. probiotics or fecal microbiota transplantation) might be of benefit, but can also be associated with increased risks of bloodstream infections. SUMMARY Emerging evidence display an important role of gut micro-organisms (including bacteria, fungi, eukaryotic viruses, and bacteriophages) and their derived metabolites in both the susceptibility to, as well as outcomes of sepsis. Despite recent progress in the mechanistic understanding of microbiota-mediated protection, clinical breakthroughs in the development of microbiota-based prognostic tools or therapies are thus far lacking in the field of sepsis.
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Affiliation(s)
- Robert F J Kullberg
- Center for Experimental and Molecular Medicine (CEMM)
- Microbiota Center Amsterdam
| | - W Joost Wiersinga
- Center for Experimental and Molecular Medicine (CEMM)
- Microbiota Center Amsterdam
- Department of Internal Medicine, Division of Infectious Diseases, Amsterdam University Medical Centers - Location AMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Bastiaan W Haak
- Center for Experimental and Molecular Medicine (CEMM)
- Microbiota Center Amsterdam
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Kullberg RF, Hugenholtz F, Brands X, Kinsella CM, Peters-Sengers H, Butler JM, Deijs M, Klein M, Faber DR, Scicluna BP, Van der Poll T, Van der Hoek L, Wiersinga WJ, Haak BW. Rectal bacteriome and virome signatures and clinical outcomes in community-acquired pneumonia: An exploratory study. EClinicalMedicine 2021; 39:101074. [PMID: 34611613 PMCID: PMC8478680 DOI: 10.1016/j.eclinm.2021.101074] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Revised: 07/15/2021] [Accepted: 07/29/2021] [Indexed: 12/12/2022] Open
Abstract
Background Bacterial intestinal communities interact with the immune system and may contribute to protection against community-acquired pneumonia (CAP). Intestinal viruses are closely integrated with these bacterial communities, yet the composition and clinical significance of these communities in CAP patients are unknown. The aims of this exploratory study were to characterise the composition of the rectal bacteriome and virome at hospital admission for CAP, and to determine if microbiota signatures correlate with clinical outcomes. Methods We performed a prospective observational cohort study in CAP patients, admitted to a university or community hospital in the Netherlands between October 2016 and July 2018, and controls. Rectal bacteriome and virome composition were characterised using 16S ribosomal RNA gene sequencing and virus discovery next-generation sequencing, respectively. Unsupervised multi-omics factor analysis was used to assess the co-variation of bacterial and viral communities, which served as primary predictor. The clinical outcomes of interest were the time to clinical stability and the length of hospital stay. Findings 64 patients and 38 controls were analysed. Rectal bacterial alpha (p = 0•0015) and beta diversity (r2 =0•023, p = 0•004) of CAP patients differed from controls. Bacterial and viral microbiota signatures correlated with the time to clinical stability (hazard ratio 0•43, 95% confidence interval 0•20-0•93, p = 0•032) and the length of hospital stay (hazard ratio 0•37, 95% confidence interval 0•17-0•81, p = 0•012), although only the latter remained significant following p-value adjustment for examining multiple candidate cut-points (p = 0•12 and p = 0•046, respectively). Interpretation This exploratory study provides preliminary evidence that intestinal bacteriome and virome signatures could be linked with clinical outcomes in CAP. Such exploratory data, when validated in independent cohorts, could inform the development of a microbiota-based diagnostic panel used to predict clinical outcomes in CAP. Funding Netherlands Organization for Scientific Research and Netherlands Organization for Health Research and Development.
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Affiliation(s)
- Robert F.J. Kullberg
- Center for Experimental and Molecular Medicine (CEMM), Amsterdam University Medical Centers - Location AMC, University of Amsterdam, Meibergdreef 9, Room G2-130, Amsterdam 1105 AZ, the Netherlands
- Corresponding author.
| | - Floor Hugenholtz
- Center for Experimental and Molecular Medicine (CEMM), Amsterdam University Medical Centers - Location AMC, University of Amsterdam, Meibergdreef 9, Room G2-130, Amsterdam 1105 AZ, the Netherlands
| | - Xanthe Brands
- Center for Experimental and Molecular Medicine (CEMM), Amsterdam University Medical Centers - Location AMC, University of Amsterdam, Meibergdreef 9, Room G2-130, Amsterdam 1105 AZ, the Netherlands
| | - Cormac M. Kinsella
- Laboratory of Experimental Virology, Department of Medical Microbiology and Infection Prevention, Amsterdam UMC, Location AMC, Amsterdam, the Netherlands
| | - Hessel Peters-Sengers
- Center for Experimental and Molecular Medicine (CEMM), Amsterdam University Medical Centers - Location AMC, University of Amsterdam, Meibergdreef 9, Room G2-130, Amsterdam 1105 AZ, the Netherlands
| | - Joe M. Butler
- Center for Experimental and Molecular Medicine (CEMM), Amsterdam University Medical Centers - Location AMC, University of Amsterdam, Meibergdreef 9, Room G2-130, Amsterdam 1105 AZ, the Netherlands
| | - Martin Deijs
- Laboratory of Experimental Virology, Department of Medical Microbiology and Infection Prevention, Amsterdam UMC, Location AMC, Amsterdam, the Netherlands
| | - Michelle Klein
- Laboratory of Experimental Virology, Department of Medical Microbiology and Infection Prevention, Amsterdam UMC, Location AMC, Amsterdam, the Netherlands
| | - Daniël R. Faber
- Department of Internal Medicine, BovenIJ hospital, Amsterdam, the Netherlands
| | - Brendon P. Scicluna
- Center for Experimental and Molecular Medicine (CEMM), Amsterdam University Medical Centers - Location AMC, University of Amsterdam, Meibergdreef 9, Room G2-130, Amsterdam 1105 AZ, the Netherlands
- Department of Clinical Epidemiology, Biostatistics and Bioinformatics, Amsterdam University Medical Centers - Location AMC, University of Amsterdam, Amsterdam, the Netherlands
| | - Tom Van der Poll
- Center for Experimental and Molecular Medicine (CEMM), Amsterdam University Medical Centers - Location AMC, University of Amsterdam, Meibergdreef 9, Room G2-130, Amsterdam 1105 AZ, the Netherlands
- Division of Infectious Diseases, Amsterdam University Medical Centers - Location AMC, University of Amsterdam, Amsterdam, the Netherlands
| | - Lia Van der Hoek
- Laboratory of Experimental Virology, Department of Medical Microbiology and Infection Prevention, Amsterdam UMC, Location AMC, Amsterdam, the Netherlands
| | - W. Joost Wiersinga
- Center for Experimental and Molecular Medicine (CEMM), Amsterdam University Medical Centers - Location AMC, University of Amsterdam, Meibergdreef 9, Room G2-130, Amsterdam 1105 AZ, the Netherlands
- Division of Infectious Diseases, Amsterdam University Medical Centers - Location AMC, University of Amsterdam, Amsterdam, the Netherlands
| | - Bastiaan W. Haak
- Center for Experimental and Molecular Medicine (CEMM), Amsterdam University Medical Centers - Location AMC, University of Amsterdam, Meibergdreef 9, Room G2-130, Amsterdam 1105 AZ, the Netherlands
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Matchado MS, Lauber M, Reitmeier S, Kacprowski T, Baumbach J, Haller D, List M. Network analysis methods for studying microbial communities: A mini review. Comput Struct Biotechnol J 2021; 19:2687-2698. [PMID: 34093985 PMCID: PMC8131268 DOI: 10.1016/j.csbj.2021.05.001] [Citation(s) in RCA: 107] [Impact Index Per Article: 35.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Revised: 05/01/2021] [Accepted: 05/01/2021] [Indexed: 12/20/2022] Open
Abstract
Microorganisms including bacteria, fungi, viruses, protists and archaea live as communities in complex and contiguous environments. They engage in numerous inter- and intra- kingdom interactions which can be inferred from microbiome profiling data. In particular, network-based approaches have proven helpful in deciphering complex microbial interaction patterns. Here we give an overview of state-of-the-art methods to infer intra-kingdom interactions ranging from simple correlation- to complex conditional dependence-based methods. We highlight common biases encountered in microbial profiles and discuss mitigation strategies employed by different tools and their trade-off with increased computational complexity. Finally, we discuss current limitations that motivate further method development to infer inter-kingdom interactions and to robustly and comprehensively characterize microbial environments in the future.
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Affiliation(s)
- Monica Steffi Matchado
- Chair of Experimental Bioinformatics, Technical University of Munich, 85354 Freising, Germany
| | - Michael Lauber
- Chair of Experimental Bioinformatics, Technical University of Munich, 85354 Freising, Germany
| | - Sandra Reitmeier
- ZIEL - Institute for Food & Health, Technical University of Munich, 85354 Freising, Germany
- Chair of Nutrition and Immunology, Technical University of Munich, 85354 Freising, Germany
| | - Tim Kacprowski
- Division Data Science in Biomedicine, Peter L. Reichertz Institute for Medical Informatics, TU Braunschweig and Hannover Medical School, 38106 Brunswick, Germany
- Braunschweig Integrated Centre of Systems Biology (BRICS), 38106 Brunswick, Germany
| | - Jan Baumbach
- Institute of Mathematics and Computer Science, University of Southern Denmark, 5230 Odense, Denmark
- Chair of Computational Systems Biology, University of Hamburg, 22607 Hamburg, Germany
| | - Dirk Haller
- ZIEL - Institute for Food & Health, Technical University of Munich, 85354 Freising, Germany
- Chair of Nutrition and Immunology, Technical University of Munich, 85354 Freising, Germany
| | - Markus List
- Chair of Experimental Bioinformatics, Technical University of Munich, 85354 Freising, Germany
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Rahman S, Davids M, van Hamersveld PHP, Welting O, Rahaoui H, Schuren F, Meijer SL, van den Wijngaard RM, Hakvoort TBM, de Jonge WJ, Heinsbroek SEM. Dietary Curdlan Enhances Bifidobacteria and Reduces Intestinal Inflammation in Mice. Nutrients 2021; 13:1305. [PMID: 33920960 PMCID: PMC8071228 DOI: 10.3390/nu13041305] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2021] [Accepted: 04/12/2021] [Indexed: 12/12/2022] Open
Abstract
β-glucan consumption is known for its beneficial health effects, but the mode of action is unclear. While humans and mice lack the required enzymes to digest β-glucans, certain intestinal microbes can digest β-glucans, triggering gut microbial changes. Curdlan, a particulate β-glucan isolated from Alcaligenes faecalis, is used as a food additive. In this study we determined the effect of curdlan intake in mice on the intestinal microbiota and dextran sodium sulfate (DSS)-induced intestinal inflammation. The effect of curdlan on the human intestinal microbiota was assessed using i-screen, an assay for studying anaerobic microbial interactions. Mice received oral gavage with vehicle or curdlan for 14 days followed by DSS for 7 days. The curdlan-fed group showed reduced weight loss and colonic inflammation compared to the vehicle-fed group. Curdlan intake did not induce general microbiota community changes, although a specific Bifidobacterium, closely related to Bifidobacterium choerinum, was observed to be 10- to 100-fold more prevalent in the curdlan-fed group under control and colitis conditions, respectively. When tested in i-screen, curdlan induced a global change in the microbial composition of the healthy intestinal microbiota from a human. Overall, these results suggest that dietary curdlan induces microbiota changes that could reduce intestinal inflammation.
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Affiliation(s)
- Shafaque Rahman
- Tytgat Institute for Liver and Intestinal Research, Amsterdam Gastroenterology Endocrinology and Metabolism, Amsterdam University Medical Centers, Location AMC, University of Amsterdam, 1105 BK Amsterdam, The Netherlands; (S.R.); (P.H.P.v.H.); (O.W.); (R.M.v.d.W.); (T.B.M.H.); (W.J.d.J.)
| | - Mark Davids
- Department of Vascular Medicine, Amsterdam University Medical Centers, Location AMC, University of Amsterdam, 1105 AZ Amsterdam, The Netherlands;
| | - Patricia H. P. van Hamersveld
- Tytgat Institute for Liver and Intestinal Research, Amsterdam Gastroenterology Endocrinology and Metabolism, Amsterdam University Medical Centers, Location AMC, University of Amsterdam, 1105 BK Amsterdam, The Netherlands; (S.R.); (P.H.P.v.H.); (O.W.); (R.M.v.d.W.); (T.B.M.H.); (W.J.d.J.)
| | - Olaf Welting
- Tytgat Institute for Liver and Intestinal Research, Amsterdam Gastroenterology Endocrinology and Metabolism, Amsterdam University Medical Centers, Location AMC, University of Amsterdam, 1105 BK Amsterdam, The Netherlands; (S.R.); (P.H.P.v.H.); (O.W.); (R.M.v.d.W.); (T.B.M.H.); (W.J.d.J.)
| | - Hakim Rahaoui
- The Netherlands Organization for Applied Scientific Research (TNO), 3704 HE Zeist, The Netherlands; (H.R.); (F.S.)
| | - Frank Schuren
- The Netherlands Organization for Applied Scientific Research (TNO), 3704 HE Zeist, The Netherlands; (H.R.); (F.S.)
| | - Sybren L. Meijer
- Department of Pathology, Amsterdam University Medical Centers, Location AMC, University of Amsterdam, 1105 AZ Amsterdam, The Netherlands;
| | - René M. van den Wijngaard
- Tytgat Institute for Liver and Intestinal Research, Amsterdam Gastroenterology Endocrinology and Metabolism, Amsterdam University Medical Centers, Location AMC, University of Amsterdam, 1105 BK Amsterdam, The Netherlands; (S.R.); (P.H.P.v.H.); (O.W.); (R.M.v.d.W.); (T.B.M.H.); (W.J.d.J.)
| | - Theodorus B. M. Hakvoort
- Tytgat Institute for Liver and Intestinal Research, Amsterdam Gastroenterology Endocrinology and Metabolism, Amsterdam University Medical Centers, Location AMC, University of Amsterdam, 1105 BK Amsterdam, The Netherlands; (S.R.); (P.H.P.v.H.); (O.W.); (R.M.v.d.W.); (T.B.M.H.); (W.J.d.J.)
| | - Wouter J. de Jonge
- Tytgat Institute for Liver and Intestinal Research, Amsterdam Gastroenterology Endocrinology and Metabolism, Amsterdam University Medical Centers, Location AMC, University of Amsterdam, 1105 BK Amsterdam, The Netherlands; (S.R.); (P.H.P.v.H.); (O.W.); (R.M.v.d.W.); (T.B.M.H.); (W.J.d.J.)
- Department of Surgery, University of Bonn, 53113 Bonn, Germany
| | - Sigrid E. M. Heinsbroek
- Tytgat Institute for Liver and Intestinal Research, Amsterdam Gastroenterology Endocrinology and Metabolism, Amsterdam University Medical Centers, Location AMC, University of Amsterdam, 1105 BK Amsterdam, The Netherlands; (S.R.); (P.H.P.v.H.); (O.W.); (R.M.v.d.W.); (T.B.M.H.); (W.J.d.J.)
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