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Jeon JH, Lourenco JM, Fagan MM, Welch CB, Sneed SE, Dubrof S, Duberstein KJ, Callaway TR, West FD, Park HJ. Changes in Oral Microbial Diversity in a Piglet Model of Traumatic Brain Injury. Brain Sci 2022; 12:brainsci12081111. [PMID: 36009173 PMCID: PMC9405691 DOI: 10.3390/brainsci12081111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Revised: 08/16/2022] [Accepted: 08/19/2022] [Indexed: 11/16/2022] Open
Abstract
Dynamic changes in the oral microbiome have gained attention due to their potential diagnostic role in neurological diseases such as Alzheimer's disease and Parkinson's disease. Traumatic brain injury (TBI) is a leading cause of death and disability in the United States, but no studies have examined the changes in oral microbiome during the acute stage of TBI using a clinically translational pig model. Crossbred piglets (4-5 weeks old, male) underwent either a controlled cortical impact (TBI, n = 6) or sham surgery (sham, n = 6). The oral microbiome parameters were quantified from the upper and lower gingiva, both buccal mucosa, and floor of the mouth pre-surgery and 1, 3, and 7 days post-surgery (PS) using the 16S rRNA gene. Faith's phylogenetic diversity was significantly lower in the TBI piglets at 7 days PS compared to those of sham, and beta diversity at 1, 3, and 7 days PS was significantly different between TBI and sham piglets. However, no significant changes in the taxonomic composition of the oral microbiome were observed following TBI compared to sham. Further studies are needed to investigate the potential diagnostic role of the oral microbiome during the chronic stage of TBI with a larger number of subjects.
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Affiliation(s)
- Julie Heejin Jeon
- Department of Nutritional Sciences, College of Family and Consumer Sciences, University of Georgia, Athens, GA 30602, USA
| | - Jeferson M. Lourenco
- Department of Animal and Dairy Science, College of Agricultural and Environmental Sciences, University of Georgia, Athens, GA 30602, USA
| | - Madison M. Fagan
- Department of Animal and Dairy Science, College of Agricultural and Environmental Sciences, University of Georgia, Athens, GA 30602, USA
- Regenerative Bioscience Center, University of Georgia, Athens, GA 30602, USA
| | - Christina B. Welch
- Department of Animal and Dairy Science, College of Agricultural and Environmental Sciences, University of Georgia, Athens, GA 30602, USA
| | - Sydney E. Sneed
- Department of Animal and Dairy Science, College of Agricultural and Environmental Sciences, University of Georgia, Athens, GA 30602, USA
- Regenerative Bioscience Center, University of Georgia, Athens, GA 30602, USA
| | - Stephanie Dubrof
- Department of Nutritional Sciences, College of Family and Consumer Sciences, University of Georgia, Athens, GA 30602, USA
| | - Kylee J. Duberstein
- Department of Animal and Dairy Science, College of Agricultural and Environmental Sciences, University of Georgia, Athens, GA 30602, USA
- Regenerative Bioscience Center, University of Georgia, Athens, GA 30602, USA
| | - Todd R. Callaway
- Department of Animal and Dairy Science, College of Agricultural and Environmental Sciences, University of Georgia, Athens, GA 30602, USA
| | - Franklin D. West
- Department of Animal and Dairy Science, College of Agricultural and Environmental Sciences, University of Georgia, Athens, GA 30602, USA
- Regenerative Bioscience Center, University of Georgia, Athens, GA 30602, USA
| | - Hea Jin Park
- Department of Nutritional Sciences, College of Family and Consumer Sciences, University of Georgia, Athens, GA 30602, USA
- Correspondence:
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Ravegnini G, Fosso B, Ricci R, Gorini F, Turroni S, Serrano C, Pilco-Janeta DF, Zhang Q, Zanotti F, De Robertis M, Nannini M, Pantaleo MA, Hrelia P, Angelini S. Analysis of microbiome in GISTs: looking for different players in tumorigenesis and novel therapeutic options. Cancer Sci 2022; 113:2590-2599. [PMID: 35633186 PMCID: PMC9357631 DOI: 10.1111/cas.15441] [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: 01/18/2022] [Revised: 04/20/2022] [Accepted: 05/23/2022] [Indexed: 12/02/2022] Open
Abstract
Preclinical forms of gastrointestinal stromal tumor (GIST), small asymptomatic lesions, called microGIST, are detected in approximately 30% of the general population. Gastrointestinal stromal tumor driver mutation can be already detected in microGISTs, even if they do not progress into malignant cancer; these mutations are necessary, but insufficient events to foster tumor progression. Here we profiled the tissue microbiota of 60 gastrointestinal specimens in three different patient cohorts—micro, low‐risk, and high‐risk or metastatic GIST—exploring the compositional structure, predicted function, and microbial networks, with the aim of providing a complete overview of microbial ecology in GIST and its preclinical form. Comparing microGISTs and GISTs, both weighted and unweighted UniFrac and Bray–Curtis dissimilarities showed significant community‐level separation between them and a pronounced difference in Proteobacteria, Firmicutes, and Bacteroidota was observed. Through the LEfSe tool, potential microbial biomarkers associated with a specific type of lesion were identified. In particular, GIST samples were significantly enriched in the phylum Proteobacteria compared to microGISTs. Several pathways involved in sugar metabolism were also highlighted in GISTs; this was expected as cancer usually displays high aerobic glycolysis in place of oxidative phosphorylation and rise of glucose flux to promote anabolic request. Our results highlight that specific differences do exist in the tissue microbiome community between GIST and benign lesions and that microbiome restructuration can drive the carcinogenesis process.
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Affiliation(s)
- Gloria Ravegnini
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Bruno Fosso
- National Research Council, Institute of Biomembranes, Bioenergetics and Molecular Biotechnologies (IBIOM), Bari, Italy.,Department of Biosciences, Biotechnology and Biopharmaceutics (DBBB), University of Bari "A. Moro", Bari, Italy
| | - Riccardo Ricci
- UOC di Anatomia Patologica, Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Rome, Italy
| | - Francesca Gorini
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Silvia Turroni
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Cesar Serrano
- Department of Medical Oncology, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Daniel F Pilco-Janeta
- Department of Medical Oncology, Vall d'Hebron University Hospital, Barcelona, Spain.,Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Qianqian Zhang
- UOC di Anatomia Patologica, Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Rome, Italy
| | - Federica Zanotti
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Mariangela De Robertis
- Department of Biosciences, Biotechnology and Biopharmaceutics (DBBB), University of Bari "A. Moro", Bari, Italy
| | - Margherita Nannini
- Department of Experimental, Diagnostic and Specialized Medicine (DIMES), Alma Mater Studiorum, University of Bologna, Bologna, Italy.,Medical Oncology Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Maria Abbondanza Pantaleo
- Department of Experimental, Diagnostic and Specialized Medicine (DIMES), Alma Mater Studiorum, University of Bologna, Bologna, Italy.,Medical Oncology Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Patrizia Hrelia
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Sabrina Angelini
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
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Massey W, Osborn LJ, Banerjee R, Horak A, Fung KK, Orabi D, Chan ER, Sangwan N, Wang Z, Brown JM. Flavin-Containing Monooxygenase 3 (FMO3) Is Critical for Dioxin-Induced Reorganization of the Gut Microbiome and Host Insulin Sensitivity. Metabolites 2022; 12:364. [PMID: 35448550 PMCID: PMC9029240 DOI: 10.3390/metabo12040364] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Revised: 03/18/2022] [Accepted: 04/07/2022] [Indexed: 02/07/2023] Open
Abstract
Exposure to some environmental pollutants can have potent endocrine-disrupting effects, thereby promoting hormone imbalance and cardiometabolic diseases such as non-alcoholic fatty liver disease (NAFLD), diabetes, and cardiorenal diseases. Recent evidence also suggests that many environmental pollutants can reorganize the gut microbiome to potentially impact these diverse human diseases. 2,3,7,8-Tetrachlorodibenzo-p-dioxin (TCDD) is among the most potent endocrine-disrupting dioxin pollutants, yet our understanding of how TCDD impacts the gut microbiome and systemic metabolism is incompletely understood. Here, we show that TCDD exposure in mice profoundly stimulates the hepatic expression of flavin-containing monooxygenase 3 (Fmo3), which is a hepatic xenobiotic metabolizing enzyme that is also responsible for the production of the gut microbiome-associated metabolite trimethylamine N-oxide (TMAO). Interestingly, an enzymatic product of FMO3 (TMAO) has been associated with the same cardiometabolic diseases that these environmental pollutants promote. Therefore, here, we examined TCDD-induced alterations in the gut microbiome, host liver transcriptome, and glucose tolerance in Fmo3+/+ and Fmo3-/- mice. Our results show that Fmo3 is a critical component of the transcriptional response to TCDD, impacting the gut microbiome, host liver transcriptome, and systemic glucose tolerance. Collectively, this work uncovers a previously underappreciated role for Fmo3 in integrating diet-pollutant-microbe-host interactions.
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Affiliation(s)
- William Massey
- Department of Cardiovascular and Metabolic Sciences, Cleveland Clinic, Lerner Research Institute, Cleveland, OH 44195, USA; (W.M.); (L.J.O.); (R.B.); (A.H.); (K.K.F.); (D.O.); (Z.W.)
- Center for Microbiome & Human Health, Cleveland Clinic, Lerner Research Institute, Cleveland, OH 44195, USA;
- Department of Molecular Medicine, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Lucas J. Osborn
- Department of Cardiovascular and Metabolic Sciences, Cleveland Clinic, Lerner Research Institute, Cleveland, OH 44195, USA; (W.M.); (L.J.O.); (R.B.); (A.H.); (K.K.F.); (D.O.); (Z.W.)
- Center for Microbiome & Human Health, Cleveland Clinic, Lerner Research Institute, Cleveland, OH 44195, USA;
- Department of Molecular Medicine, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Rakhee Banerjee
- Department of Cardiovascular and Metabolic Sciences, Cleveland Clinic, Lerner Research Institute, Cleveland, OH 44195, USA; (W.M.); (L.J.O.); (R.B.); (A.H.); (K.K.F.); (D.O.); (Z.W.)
- Center for Microbiome & Human Health, Cleveland Clinic, Lerner Research Institute, Cleveland, OH 44195, USA;
- Department of Molecular Medicine, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Anthony Horak
- Department of Cardiovascular and Metabolic Sciences, Cleveland Clinic, Lerner Research Institute, Cleveland, OH 44195, USA; (W.M.); (L.J.O.); (R.B.); (A.H.); (K.K.F.); (D.O.); (Z.W.)
- Center for Microbiome & Human Health, Cleveland Clinic, Lerner Research Institute, Cleveland, OH 44195, USA;
- Department of Molecular Medicine, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Kevin K. Fung
- Department of Cardiovascular and Metabolic Sciences, Cleveland Clinic, Lerner Research Institute, Cleveland, OH 44195, USA; (W.M.); (L.J.O.); (R.B.); (A.H.); (K.K.F.); (D.O.); (Z.W.)
- Center for Microbiome & Human Health, Cleveland Clinic, Lerner Research Institute, Cleveland, OH 44195, USA;
| | - Danny Orabi
- Department of Cardiovascular and Metabolic Sciences, Cleveland Clinic, Lerner Research Institute, Cleveland, OH 44195, USA; (W.M.); (L.J.O.); (R.B.); (A.H.); (K.K.F.); (D.O.); (Z.W.)
- Center for Microbiome & Human Health, Cleveland Clinic, Lerner Research Institute, Cleveland, OH 44195, USA;
- Department of Molecular Medicine, Case Western Reserve University, Cleveland, OH 44106, USA
- Department of General Surgery, Cleveland Clinic, Cleveland, OH 44195, USA
| | - E. Ricky Chan
- Institute for Computational Biology, Case Western Reserve University, Cleveland, OH 44106, USA;
| | - Naseer Sangwan
- Center for Microbiome & Human Health, Cleveland Clinic, Lerner Research Institute, Cleveland, OH 44195, USA;
- Microbial Sequencing & Analytics Core Facility, Cleveland Clinic, Lerner Research Institute, Cleveland, OH 44195, USA
| | - Zeneng Wang
- Department of Cardiovascular and Metabolic Sciences, Cleveland Clinic, Lerner Research Institute, Cleveland, OH 44195, USA; (W.M.); (L.J.O.); (R.B.); (A.H.); (K.K.F.); (D.O.); (Z.W.)
- Center for Microbiome & Human Health, Cleveland Clinic, Lerner Research Institute, Cleveland, OH 44195, USA;
- Department of Molecular Medicine, Case Western Reserve University, Cleveland, OH 44106, USA
| | - J. Mark Brown
- Department of Cardiovascular and Metabolic Sciences, Cleveland Clinic, Lerner Research Institute, Cleveland, OH 44195, USA; (W.M.); (L.J.O.); (R.B.); (A.H.); (K.K.F.); (D.O.); (Z.W.)
- Center for Microbiome & Human Health, Cleveland Clinic, Lerner Research Institute, Cleveland, OH 44195, USA;
- Department of Molecular Medicine, Case Western Reserve University, Cleveland, OH 44106, USA
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