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Hoffman SS, Liang D, Hood RB, Tan Y, Terrell ML, Marder ME, Barton H, Pearson MA, Walker DI, Barr DB, Jones DP, Marcus M. Assessing Metabolic Differences Associated with Exposure to Polybrominated Biphenyl and Polychlorinated Biphenyls in the Michigan PBB Registry. Environ Health Perspect 2023; 131:107005. [PMID: 37815925 PMCID: PMC10564108 DOI: 10.1289/ehp12657] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/27/2022] [Revised: 09/11/2023] [Accepted: 09/18/2023] [Indexed: 10/12/2023]
Abstract
BACKGROUND Polybrominated biphenyls (PBB) and polychlorinated biphenyls (PCB) are persistent organic pollutants with potential endocrine-disrupting effects linked to adverse health outcomes. OBJECTIVES In this study, we utilize high-resolution metabolomics (HRM) to identify internal exposure and biological responses underlying PCB and multigenerational PBB exposure for participants enrolled in the Michigan PBB Registry. METHODS HRM profiling was conducted on plasma samples collected from 2013 to 2014 from a subset of participants enrolled in the Michigan PBB Registry, including 369 directly exposed individuals (F0) who were alive when PBB mixtures were accidentally introduced into the food chain and 129 participants exposed to PBB in utero or through breastfeeding, if applicable (F1). Metabolome-wide association studies were performed for PBB-153 separately for each generation and Σ PCB (PCB-118, PCB-138, PCB-153, and PCB-180) in the two generations combined, as both had direct PCB exposure. Metabolite and metabolic pathway alterations were evaluated following a well-established untargeted HRM workflow. RESULTS Mean levels were 1.75 ng / mL [standard deviation (SD): 13.9] for PBB-153 and 1.04 ng / mL (SD: 0.788) for Σ PCB . Sixty-two and 26 metabolic features were significantly associated with PBB-153 in F0 and F1 [false discovery rate (FDR) p < 0.2 ], respectively. There were 2,861 features associated with Σ PCB (FDR p < 0.2 ). Metabolic pathway enrichment analysis using a bioinformatics tool revealed perturbations associated with Σ PCB in numerous oxidative stress and inflammation pathways (e.g., carnitine shuttle, glycosphingolipid, and vitamin B9 metabolism). Metabolic perturbations associated with PBB-153 in F0 were related to oxidative stress (e.g., pentose phosphate and vitamin C metabolism) and in F1 were related to energy production (e.g., pyrimidine, amino sugars, and lysine metabolism). Using authentic chemical standards, we confirmed the chemical identity of 29 metabolites associated with Σ PCB levels (level 1 evidence). CONCLUSIONS Our results demonstrate that serum PBB-153 is associated with alterations in inflammation and oxidative stress-related pathways, which differed when stratified by generation. We also found that Σ PCB was associated with the downregulation of important neurotransmitters, serotonin, and 4-aminobutanoate. These findings provide novel insights for future investigations of molecular mechanisms underlying PBB and PCB exposure on health. https://doi.org/10.1289/EHP12657.
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Affiliation(s)
- Susan S. Hoffman
- Department of Epidemiology, Emory University, Atlanta, Georgia, USA
| | - Donghai Liang
- Department of Epidemiology, Emory University, Atlanta, Georgia, USA
- Gangarosa Department of Environmental Health, Emory University, Atlanta, Georgia, USA
| | - Robert B. Hood
- Department of Epidemiology, Emory University, Atlanta, Georgia, USA
| | - Youran Tan
- Gangarosa Department of Environmental Health, Emory University, Atlanta, Georgia, USA
| | | | - M. Elizabeth Marder
- Department of Environmental Toxicology, University of California, Davis, Davis, California, USA
| | - Hillary Barton
- Department of Epidemiology, Emory University, Atlanta, Georgia, USA
| | - Melanie A. Pearson
- Gangarosa Department of Environmental Health, Emory University, Atlanta, Georgia, USA
| | - Douglas I. Walker
- Gangarosa Department of Environmental Health, Emory University, Atlanta, Georgia, USA
| | - Dana Boyd Barr
- Gangarosa Department of Environmental Health, Emory University, Atlanta, Georgia, USA
| | - Dean P. Jones
- School of Medicine, Emory University, Atlanta, Georgia, USA
| | - Michele Marcus
- Department of Epidemiology, Emory University, Atlanta, Georgia, USA
- Gangarosa Department of Environmental Health, Emory University, Atlanta, Georgia, USA
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Ouyang J, Yan J, Zhou X, Isnard S, Tang S, Costiniuk CT, Chen Y, Routy JP, Chen Y. The Influence of Oral Terbinafine on Gut Fungal Microbiome Composition and Microbial Translocation in People Living with HIV Treated for Onychomycosis. J Fungi (Basel) 2023; 9:963. [PMID: 37888218 PMCID: PMC10607585 DOI: 10.3390/jof9100963] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Revised: 09/19/2023] [Accepted: 09/19/2023] [Indexed: 10/28/2023] Open
Abstract
People living with HIV (PLWH) display altered gut epithelium that allows for the translocation of microbial products, contributing to systemic immune activation. Although there are numerous studies which examine the gut bacterial microbiome in PLWH, few studies describing the fungal microbiome, or the mycobiome, have been reported. Like the gut bacterial microbiome, the fungal microbiome and its by-products play a role in maintaining the body's homeostasis and modulating immune function. We conducted a prospective study to assess the effects of oral terbinafine, an antifungal agent widely used against onychomycosis, on gut permeability and microbiome composition in ART-treated PLWH (trial registration: ChiCTR2100043617). Twenty participants completed all follow-up visits. During terbinafine treatment, the levels of the intestinal fatty acid binding protein (I-FABP) significantly increased, and the levels of interleukin-6 (IL-6) significantly decreased, from baseline to week 12. Both markers subsequently returned to pre-treatment levels after terbinafine discontinuation. After terbinafine treatment, the abundance of fungi decreased significantly, while the abundance of the bacteria did not change. After terbinafine discontinuation, the abundance of fungi returned to the levels observed pre-treatment. Moreover, terbinafine treatment induced only minor changes in the composition of the gut bacterial and fungal microbiome. In summary, oral terbinafine decreases fungal microbiome abundance while only slightly influencing gut permeability and microbial translocation in ART-treated PLWH. This study's findings should be validated in larger and more diverse studies of ART-treated PLWH; our estimates of effect size can be used to inform optimal sample sizes for future studies.
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Affiliation(s)
- Jing Ouyang
- Clinical Research Center, Chongqing Public Health Medical Center, Chongqing 400036, China; (J.O.); (Y.C.)
| | - Jiangyu Yan
- Department of Infectious Diseases, Chongqing Public Health Medical Center, Chongqing 400036, China; (J.Y.); (S.T.)
| | - Xin Zhou
- Department of Pharmacy, Chongqing Public Health Medical Center, Chongqing 400036, China;
| | - Stéphane Isnard
- Infectious Diseases and Immunity in Global Health Program, Research Institute, McGill University Health Centre, Montréal, QC H4A 3J1, Canada; (S.I.); (C.T.C.)
- Chronic Viral Illness Service, McGill University Health Centre, Montreal, QC H4A 3J1, Canada
| | - Shengquan Tang
- Department of Infectious Diseases, Chongqing Public Health Medical Center, Chongqing 400036, China; (J.Y.); (S.T.)
| | - Cecilia T. Costiniuk
- Infectious Diseases and Immunity in Global Health Program, Research Institute, McGill University Health Centre, Montréal, QC H4A 3J1, Canada; (S.I.); (C.T.C.)
- Chronic Viral Illness Service, McGill University Health Centre, Montreal, QC H4A 3J1, Canada
| | - Yaling Chen
- Clinical Research Center, Chongqing Public Health Medical Center, Chongqing 400036, China; (J.O.); (Y.C.)
| | - Jean-Pierre Routy
- Infectious Diseases and Immunity in Global Health Program, Research Institute, McGill University Health Centre, Montréal, QC H4A 3J1, Canada; (S.I.); (C.T.C.)
- Chronic Viral Illness Service, McGill University Health Centre, Montreal, QC H4A 3J1, Canada
- Division of Hematology, McGill University Health Centre, Montreal, QC H4A 3J1, Canada
| | - Yaokai Chen
- Department of Infectious Diseases, Chongqing Public Health Medical Center, Chongqing 400036, China; (J.Y.); (S.T.)
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Giron LB, Peluso MJ, Ding J, Kenny G, Zilberstein NF, Koshy J, Hong KY, Rasmussen H, Miller GE, Bishehsari F, Balk RA, Moy JN, Hoh R, Lu S, Goldman AR, Tang HY, Yee BC, Chenna A, Winslow JW, Petropoulos CJ, Kelly JD, Wasse H, Martin JN, Liu Q, Keshavarzian A, Landay A, Deeks SG, Henrich TJ, Abdel-Mohsen M. Markers of fungal translocation are elevated during post-acute sequelae of SARS-CoV-2 and induce NF-κB signaling. JCI Insight 2022; 7:160989. [PMID: 35727635 PMCID: PMC9462470 DOI: 10.1172/jci.insight.160989] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Accepted: 06/17/2022] [Indexed: 11/24/2022] Open
Abstract
Long COVID, a type of post-acute sequelae of SARS-CoV-2 (PASC), has been associated with sustained elevated levels of immune activation and inflammation. However, the mechanisms that drive this inflammation remain unknown. Inflammation during acute coronavirus disease 2019 could be exacerbated by microbial translocation (from the gut and/or lung) to blood. Whether microbial translocation contributes to inflammation during PASC is unknown. We did not observe a significant elevation in plasma markers of bacterial translocation during PASC. However, we observed higher levels of fungal translocation — measured as β-glucan, a fungal cell wall polysaccharide — in the plasma of individuals experiencing PASC compared with those without PASC or SARS-CoV-2–negative controls. The higher β-glucan correlated with higher inflammation and elevated levels of host metabolites involved in activating N-methyl-d-aspartate receptors (such as metabolites within the tryptophan catabolism pathway) with established neurotoxic properties. Mechanistically, β-glucan can directly induce inflammation by binding to myeloid cells (via Dectin-1) and activating Syk/NF-κB signaling. Using a Dectin-1/NF-κB reporter model, we found that plasma from individuals experiencing PASC induced higher NF-κB signaling compared with plasma from negative controls. This higher NF-κB signaling was abrogated by piceatannol (Syk inhibitor). These data suggest a potential targetable mechanism linking fungal translocation and inflammation during PASC.
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Affiliation(s)
- Leila B Giron
- Vaccine and Immunotherapy Center, The Wistar Institute, Philadelphia, United States of America
| | - Michael J Peluso
- The University of California, San Francisco, San Francisco, United States of America
| | - Jianyi Ding
- Vaccine and Immunotherapy Center, The Wistar Institute, Philadelphia, United States of America
| | - Grace Kenny
- Department of Infectious Diseases, University College Dublin, Dublin, Ireland
| | | | - Jane Koshy
- Vaccine and Immunotherapy Center, The Wistar Institute, Philadelphia, United States of America
| | - Kai Ying Hong
- Vaccine and Immunotherapy Center, The Wistar Institute, Philadelphia, United States of America
| | - Heather Rasmussen
- Department of Nutrition and Health Sciences, University of Nebraska-Lincoln, Lincoln, United States of America
| | - Gregory E Miller
- Department of Psychology, Northwestern University, Chicago, United States of America
| | - Faraz Bishehsari
- Department of Internal Medicine, Rush University, Chicago, United States of America
| | - Robert A Balk
- Department of Internal Medicine, Rush University, Chicago, United States of America
| | - James N Moy
- Department of Internal Medicine, Rush University, Chicago, United States of America
| | - Rebecca Hoh
- Department of Medicine, The University of California, San Francisco, San Francisco, United States of America
| | - Scott Lu
- Department of Medicine, The University of California, San Francisco, San Francisco, United States of America
| | - Aaron R Goldman
- Vaccine and Immunotherapy Center, The Wistar Institute, Philadelphia, United States of America
| | - Hsin-Yao Tang
- Vaccine and Immunotherapy Center, The Wistar Institute, Philadelphia, United States of America
| | - Brandon C Yee
- Monogram Biosciences, South San Francisco, United States of America
| | - Ahmed Chenna
- Oncology Group, Monogram Biosciences, South San Francisco, United States of America
| | - John W Winslow
- Oncology Group, Monogram Biosciences, South San Francisco, United States of America
| | | | - J Daniel Kelly
- Department of Medicine, The University of California, San Francisco, San Francisco, United States of America
| | - Haimanot Wasse
- Department of Internal Medicine, Rush University, Chicago, United States of America
| | - Jeffrey N Martin
- Department of Medicine, The University of California, San Francisco, San Francisco, United States of America
| | - Qin Liu
- Vaccine and Immunotherapy Center, The Wistar Institute, Philadelphia, United States of America
| | - Ali Keshavarzian
- Department of Digestive Diseases, Rush University, Chicago, United States of America
| | - Alan Landay
- Department of Internal Medicine, Rush University, Chicago, United States of America
| | - Steven G Deeks
- The University of California, San Francisco, San Francisco, United States of America
| | - Timothy J Henrich
- Department of Medicine, The University of California, San Francisco, San Francisco, United States of America
| | - Mohamed Abdel-Mohsen
- Vaccine and Immunotherapy Center, The Wistar Institute, Philadelphia, United States of America
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