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Nguyen R, Seguin RP, Ross DH, Chen P, Richardson S, Liem J, Lin YS, Xu L. Development and Application of a Multidimensional Database for the Detection of Quaternary Ammonium Compounds and Their Phase I Hepatic Metabolites in Humans. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2024; 58:6236-6249. [PMID: 38534032 PMCID: PMC11008582 DOI: 10.1021/acs.est.3c10845] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Revised: 03/06/2024] [Accepted: 03/08/2024] [Indexed: 03/28/2024]
Abstract
The COVID-19 pandemic has led to significantly increased human exposure to the widely used disinfectants quaternary ammonium compounds (QACs). Xenobiotic metabolism serves a critical role in the clearance of environmental molecules, yet limited data are available on the routes of QAC metabolism or metabolite levels in humans. To address this gap and to advance QAC biomonitoring capabilities, we analyzed 19 commonly used QACs and their phase I metabolites by liquid chromatography-ion mobility-tandem mass spectrometry (LC-IM-MS/MS). In vitro generation of QAC metabolites by human liver microsomes produced a series of oxidized metabolites, with metabolism generally occurring on the alkyl chain group, as supported by MS/MS fragmentation. Discernible trends were observed in the gas-phase IM behavior of QAC metabolites, which, despite their increased mass, displayed smaller collision cross-section (CCS) values than those of their respective parent compounds. We then constructed a multidimensional reference SQLite database consisting of m/z, CCS, retention time (rt), and MS/MS spectra for 19 parent QACs and 81 QAC metabolites. Using this database, we confidently identified 13 parent QACs and 35 metabolites in de-identified human fecal samples. This is the first study to integrate in vitro metabolite biosynthesis with LC-IM-MS/MS for the simultaneous monitoring of parent QACs and their metabolites in humans.
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Affiliation(s)
- Ryan Nguyen
- Department
of Medicinal Chemistry, University of Washington, Seattle, Washington 98195, United States
| | - Ryan P. Seguin
- Department
of Medicinal Chemistry, University of Washington, Seattle, Washington 98195, United States
| | - Dylan H. Ross
- Department
of Medicinal Chemistry, University of Washington, Seattle, Washington 98195, United States
| | - Pengyu Chen
- Department
of Medicinal Chemistry, University of Washington, Seattle, Washington 98195, United States
| | - Sean Richardson
- Department
of Mathematics, University of Washington, Seattle, Washington 98195, United States
| | - Jennifer Liem
- Department
of Pharmaceutics, University of Washington, Seattle, Washington 98195, United States
| | - Yvonne S. Lin
- Department
of Pharmaceutics, University of Washington, Seattle, Washington 98195, United States
| | - Libin Xu
- Department
of Medicinal Chemistry, University of Washington, Seattle, Washington 98195, United States
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2
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Lehmann CJ, Dylla NP, Odenwald M, Nayak R, Khalid M, Boissiere J, Cantoral J, Adler E, Stutz MR, Dela Cruz M, Moran A, Lin H, Ramaswamy R, Sundararajan A, Sidebottom AM, Little J, Pamer EG, Aronsohn A, Fung J, Baker TB, Kacha A. Fecal metabolite profiling identifies liver transplant recipients at risk for postoperative infection. Cell Host Microbe 2024; 32:117-130.e4. [PMID: 38103544 DOI: 10.1016/j.chom.2023.11.016] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Revised: 10/06/2023] [Accepted: 11/17/2023] [Indexed: 12/19/2023]
Abstract
Metabolites produced by the intestinal microbiome modulate mucosal immune defenses and optimize epithelial barrier function. Intestinal dysbiosis, including loss of intestinal microbiome diversity and expansion of antibiotic-resistant pathobionts, is accompanied by changes in fecal metabolite concentrations and increased incidence of systemic infection. Laboratory tests that quantify intestinal dysbiosis, however, have yet to be incorporated into clinical practice. We quantified fecal metabolites in 107 patients undergoing liver transplantation (LT) and correlated these with fecal microbiome compositions, pathobiont expansion, and postoperative infections. Consistent with experimental studies implicating microbiome-derived metabolites with host-mediated antimicrobial defenses, reduced fecal concentrations of short- and branched-chain fatty acids, secondary bile acids, and tryptophan metabolites correlate with compositional microbiome dysbiosis in LT patients and the relative risk of postoperative infection. Our findings demonstrate that fecal metabolite profiling can identify LT patients at increased risk of postoperative infection and may provide guideposts for microbiome-targeted therapies.
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Affiliation(s)
- Christopher J Lehmann
- Department of Medicine, Section of Infectious Disease and Global Health, University of Chicago Medicine, 5841 S. Maryland Ave., Chicago, IL 60637, USA; Department of Pediatrics, Section of Pediatric Infectious Diseases, University of Chicago Medicine, 5841 S. Maryland Ave., Chicago, IL 60637, USA.
| | - Nicholas P Dylla
- Duchossois Family Institute, Biological Sciences Division, University of Chicago, 900 E. 57th St, Chicago, IL 60637, USA
| | - Matthew Odenwald
- Duchossois Family Institute, Biological Sciences Division, University of Chicago, 900 E. 57th St, Chicago, IL 60637, USA; Department of Medicine, Section of Gastroenterology, Hepatology, and Nutrition, University of Chicago Medicine, 5841 South Maryland Ave, Chicago, IL 60637, USA
| | - Ravi Nayak
- Duchossois Family Institute, Biological Sciences Division, University of Chicago, 900 E. 57th St, Chicago, IL 60637, USA
| | - Maryam Khalid
- Duchossois Family Institute, Biological Sciences Division, University of Chicago, 900 E. 57th St, Chicago, IL 60637, USA
| | - Jaye Boissiere
- Duchossois Family Institute, Biological Sciences Division, University of Chicago, 900 E. 57th St, Chicago, IL 60637, USA
| | - Jackelyn Cantoral
- Duchossois Family Institute, Biological Sciences Division, University of Chicago, 900 E. 57th St, Chicago, IL 60637, USA
| | - Emerald Adler
- Duchossois Family Institute, Biological Sciences Division, University of Chicago, 900 E. 57th St, Chicago, IL 60637, USA
| | - Matthew R Stutz
- Department of Pulmonary and Critical Care Medicine, Cook County Health, 1950 W. Polk St, Chicago, IL 60612, USA
| | - Mark Dela Cruz
- Department of Cardiology, Advocate Health Care Systems, 4400 W. 95(th) St, Oak Lawn, IL 60453, USA
| | - Angelica Moran
- Department of Pathology, University of Chicago Medicine, 5841 South Maryland Ave, Chicago, IL 60637, USA
| | - Huaiying Lin
- Duchossois Family Institute, Biological Sciences Division, University of Chicago, 900 E. 57th St, Chicago, IL 60637, USA
| | - Ramanujam Ramaswamy
- Duchossois Family Institute, Biological Sciences Division, University of Chicago, 900 E. 57th St, Chicago, IL 60637, USA
| | - Anitha Sundararajan
- Duchossois Family Institute, Biological Sciences Division, University of Chicago, 900 E. 57th St, Chicago, IL 60637, USA
| | - Ashley M Sidebottom
- Duchossois Family Institute, Biological Sciences Division, University of Chicago, 900 E. 57th St, Chicago, IL 60637, USA
| | - Jessica Little
- Duchossois Family Institute, Biological Sciences Division, University of Chicago, 900 E. 57th St, Chicago, IL 60637, USA
| | - Eric G Pamer
- Department of Medicine, Section of Infectious Disease and Global Health, University of Chicago Medicine, 5841 S. Maryland Ave., Chicago, IL 60637, USA; Duchossois Family Institute, Biological Sciences Division, University of Chicago, 900 E. 57th St, Chicago, IL 60637, USA.
| | - Andrew Aronsohn
- Department of Medicine, Section of Gastroenterology, Hepatology, and Nutrition, University of Chicago Medicine, 5841 South Maryland Ave, Chicago, IL 60637, USA
| | - John Fung
- Department of Surgery, Section of Transplant Surgery, University of Chicago Medicine, 5841 South Maryland Ave, Chicago, IL 60637, USA
| | - Talia B Baker
- Department of Surgery, Division of Transplantation and Advanced Hepatobiliary Surgery, University of Utah Health, 30 N. 1900 East, Salt Lake City, UT 84132, USA
| | - Aalok Kacha
- Department of Anesthesia and Critical Care, University of Chicago Medicine, 5841 South Maryland Ave, Chicago, IL 60637, USA.
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Muhamadali H, Winder CL, Dunn WB, Goodacre R. Unlocking the secrets of the microbiome: exploring the dynamic microbial interplay with humans through metabolomics and their manipulation for synthetic biology applications. Biochem J 2023; 480:891-908. [PMID: 37378961 PMCID: PMC10317162 DOI: 10.1042/bcj20210534] [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: 04/06/2023] [Revised: 06/12/2023] [Accepted: 06/16/2023] [Indexed: 06/29/2023]
Abstract
Metabolomics is a powerful research discovery tool with the potential to measure hundreds to low thousands of metabolites. In this review, we discuss the application of GC-MS and LC-MS in discovery-based metabolomics research, we define metabolomics workflows and we highlight considerations that need to be addressed in order to generate robust and reproducible data. We stress that metabolomics is now routinely applied across the biological sciences to study microbiomes from relatively simple microbial systems to their complex interactions within consortia in the host and the environment and highlight this in a range of biological species and mammalian systems including humans. However, challenges do still exist that need to be overcome to maximise the potential for metabolomics to help us understanding biological systems. To demonstrate the potential of the approach we discuss the application of metabolomics in two broad research areas: (1) synthetic biology to increase the production of high-value fine chemicals and reduction in secondary by-products and (2) gut microbial interaction with the human host. While burgeoning in importance, the latter is still in its infancy and will benefit from the development of tools to detangle host-gut-microbial interactions and their impact on human health and diseases.
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Affiliation(s)
- Howbeer Muhamadali
- Centre for Metabolomics Research, Department of Biochemistry, Cell and Systems Biology, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool L69 7ZB, U.K
| | - Catherine L. Winder
- Centre for Metabolomics Research, Department of Biochemistry, Cell and Systems Biology, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool L69 7ZB, U.K
| | - Warwick B. Dunn
- Centre for Metabolomics Research, Department of Biochemistry, Cell and Systems Biology, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool L69 7ZB, U.K
| | - Royston Goodacre
- Centre for Metabolomics Research, Department of Biochemistry, Cell and Systems Biology, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool L69 7ZB, U.K
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