43 results on '"Avila-Pacheco J"'
Search Results
2. Tryptophan metabolism determines outcome in tuberculous meningitis: a targeted metabolomic analysis.
- Author
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Ardiansyah, E., Avila-Pacheco, J., Nhat, L.T.H., Dian, S., Vinh, D.N., Hai, H.T., Bullock, K., Alisjahbana, B., Netea, M.G., Estiasari, R., Tram, T.T.B., Donovan, J., Heemskerk, D., Chau, T.T.H., Bang, N.D., Ganiem, A.R, Ruslami, R., Koeken, V.A.C.M., Hamers, R.L., Imran, D., Maharani, K., Kumar, V., Clish, C.B., Crevel, R. van, Thwaites, G., Laarhoven, A. van, Thuong, N.T.T., Ardiansyah, E., Avila-Pacheco, J., Nhat, L.T.H., Dian, S., Vinh, D.N., Hai, H.T., Bullock, K., Alisjahbana, B., Netea, M.G., Estiasari, R., Tram, T.T.B., Donovan, J., Heemskerk, D., Chau, T.T.H., Bang, N.D., Ganiem, A.R, Ruslami, R., Koeken, V.A.C.M., Hamers, R.L., Imran, D., Maharani, K., Kumar, V., Clish, C.B., Crevel, R. van, Thwaites, G., Laarhoven, A. van, and Thuong, N.T.T.
- Abstract
Contains fulltext : 292752.pdf (Publisher’s version ) (Open Access), BACKGROUND: Cellular metabolism is critical for the host immune function against pathogens, and metabolomic analysis may help understand the characteristic immunopathology of tuberculosis. We performed targeted metabolomic analyses in a large cohort of patients with tuberculous meningitis (TBM), the most severe manifestation of tuberculosis, focusing on tryptophan metabolism. METHODS: We studied 1069 Indonesian and Vietnamese adults with TBM (26.6% HIV-positive), 54 non-infectious controls, 50 with bacterial meningitis, and 60 with cryptococcal meningitis. Tryptophan and downstream metabolites were measured in cerebrospinal fluid (CSF) and plasma using targeted liquid chromatography-mass spectrometry. Individual metabolite levels were associated with survival, clinical parameters, CSF bacterial load and 92 CSF inflammatory proteins. RESULTS: CSF tryptophan was associated with 60-day mortality from TBM (hazard ratio [HR] = 1.16, 95% confidence interval [CI] = 1.10-1.24, for each doubling in CSF tryptophan) both in HIV-negative and -positive patients. CSF tryptophan concentrations did not correlate with CSF bacterial load nor CSF inflammation but were negatively correlated with CSF interferon-gamma concentrations. Unlike tryptophan, CSF concentrations of an intercorrelating cluster of downstream kynurenine metabolites did not predict mortality. These CSF kynurenine metabolites did however correlate with CSF inflammation and markers of blood-CSF leakage, and plasma kynurenine predicted death (HR 1.54, 95% CI = 1.22-1.93). These findings were mostly specific for TBM, although high CSF tryptophan was also associated with mortality from cryptococcal meningitis. CONCLUSIONS: TBM patients with a high baseline CSF tryptophan or high systemic (plasma) kynurenine are at increased risk of death. These findings may reveal new targets for host-directed therapy. FUNDING: This study was supported by National Institutes of Health (R01AI145781) and the Wellcome Trust (110179/Z/15/Z a
- Published
- 2023
3. Commensal consortia decolonize Enterobacteriaceae via ecological control.
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Furuichi M, Kawaguchi T, Pust MM, Yasuma-Mitobe K, Plichta DR, Hasegawa N, Ohya T, Bhattarai SK, Sasajima S, Aoto Y, Tuganbaev T, Yaginuma M, Ueda M, Okahashi N, Amafuji K, Kiridoshi Y, Sugita K, Stražar M, Avila-Pacheco J, Pierce K, Clish CB, Skelly AN, Hattori M, Nakamoto N, Caballero S, Norman JM, Olle B, Tanoue T, Suda W, Arita M, Bucci V, Atarashi K, Xavier RJ, and Honda K
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- Animals, Humans, Mice, Escherichia growth & development, Escherichia pathogenicity, Feces microbiology, Gluconates metabolism, Inflammation microbiology, Inflammation prevention & control, Inflammation therapy, Intestines microbiology, Klebsiella growth & development, Klebsiella pathogenicity, Mice, Inbred C57BL, Probiotics therapeutic use, Drug Resistance, Bacterial, Enterobacteriaceae growth & development, Enterobacteriaceae pathogenicity, Enterobacteriaceae Infections microbiology, Enterobacteriaceae Infections prevention & control, Enterobacteriaceae Infections therapy, Gastrointestinal Microbiome physiology, Symbiosis physiology
- Abstract
Persistent colonization and outgrowth of potentially pathogenic organisms in the intestine can result from long-term antibiotic use or inflammatory conditions, and may perpetuate dysregulated immunity and tissue damage
1,2 . Gram-negative Enterobacteriaceae gut pathobionts are particularly recalcitrant to conventional antibiotic treatment3,4 , although an emerging body of evidence suggests that manipulation of the commensal microbiota may be a practical alternative therapeutic strategy5-7 . Here we isolated and down-selected commensal bacterial consortia from stool samples from healthy humans that could strongly and specifically suppress intestinal Enterobacteriaceae. One of the elaborated consortia, comprising 18 commensal strains, effectively controlled ecological niches by regulating gluconate availability, thereby re-establishing colonization resistance and alleviating Klebsiella- and Escherichia-driven intestinal inflammation in mice. Harnessing these activities in the form of live bacterial therapies may represent a promising solution to combat the growing threat of proinflammatory, antimicrobial-resistant Enterobacteriaceae infection., (© 2024. The Author(s).)- Published
- 2024
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4. Genetic screening and metabolomics identify glial adenosine metabolism as a therapeutic target in Parkinson's disease.
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Sodders MJ, Avila-Pacheco J, Okorie EC, Shen M, Kumari N, Marathi A, Lakhani M, Bullock K, Pierce K, Dennis C, Jeanfavre S, Sarkar S, Scherzer CR, Clish C, and Olsen AL
- Abstract
Parkinson's disease (PD) is the second most common neurodegenerative disorder and lacks disease-modifying therapies. We developed a Drosophila model for identifying novel glial-based therapeutic targets for PD. Human alpha-synuclein is expressed in neurons and individual genes are independently knocked down in glia. We performed a forward genetic screen, knocking down the entire Drosophila kinome in glia in alpha-synuclein expressing flies. Among the top hits were five genes (Ak1, Ak6, Adk1, Adk2, and awd) involved in adenosine metabolism. Knockdown of each gene improved locomotor dysfunction, rescued neurodegeneration, and increased brain adenosine levels. We determined that the mechanism of neuroprotection involves adenosine itself, as opposed to a downstream metabolite. We dove deeper into the mechanism for one gene, Ak1, finding rescue of dopaminergic neuron loss, alpha-synuclein aggregation, and bioenergetic dysfunction after glial Ak1 knockdown. We performed metabolomics in Drosophila and in human PD patients, allowing us to comprehensively characterize changes in purine metabolism and identify potential biomarkers of dysfunctional adenosine metabolism in people. These experiments support glial adenosine as a novel therapeutic target in PD.
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- 2024
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5. Differences in metabolomic profiles between Black and White women in the U.S.: Analyses from two prospective cohorts.
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McGee EE, Zeleznik OA, Balasubramanian R, Hu J, Rosner BA, Wactawski-Wende J, Clish CB, Avila-Pacheco J, Willett WC, Rexrode KM, Tamimi RM, and Eliassen AH
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- Adult, Aged, Female, Humans, Middle Aged, Metabolome, Prospective Studies, Risk Factors, United States, Women's Health, Black or African American, Metabolomics, White People statistics & numerical data, White
- Abstract
There is growing interest in incorporating metabolomics into public health practice. However, Black women are under-represented in many metabolomics studies. If metabolomic profiles differ between Black and White women, this under-representation may exacerbate existing Black-White health disparities. We therefore aimed to estimate metabolomic differences between Black and White women in the U.S. We leveraged data from two prospective cohorts: the Nurses' Health Study (NHS; n = 2077) and Women's Health Initiative (WHI; n = 2128). The WHI served as the replication cohort. Plasma metabolites (n = 334) were measured via liquid chromatography-tandem mass spectrometry. Observed metabolomic differences were estimated using linear regression and metabolite set enrichment analyses. Residual metabolomic differences in a hypothetical population in which the distributions of 14 risk factors were equalized across racial groups were estimated using inverse odds ratio weighting. In the NHS, Black-White differences were observed for most metabolites (75 metabolites with observed differences ≥ |0.50| standard deviations). Black women had lower average levels than White women for most metabolites (e.g., for N6, N6-dimethlylysine, mean Black-White difference = - 0.98 standard deviations; 95% CI: - 1.11, - 0.84). In metabolite set enrichment analyses, Black women had lower levels of triglycerides, phosphatidylcholines, lysophosphatidylethanolamines, phosphatidylethanolamines, and organoheterocyclic compounds, but higher levels of phosphatidylethanolamine plasmalogens, phosphatidylcholine plasmalogens, cholesteryl esters, and carnitines. In a hypothetical population in which distributions of 14 risk factors were equalized, Black-White metabolomic differences persisted. Most results replicated in the WHI (88% of 272 metabolites available for replication). Substantial differences in metabolomic profiles exist between Black and White women. Future studies should prioritize racial representation., (© 2024. Springer Nature B.V.)
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- 2024
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6. Integrated annotation prioritizes metabolites with bioactivity in inflammatory bowel disease.
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Bhosle A, Bae S, Zhang Y, Chun E, Avila-Pacheco J, Geistlinger L, Pishchany G, Glickman JN, Michaud M, Waldron L, Clish CB, Xavier RJ, Vlamakis H, Franzosa EA, Garrett WS, and Huttenhower C
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- Humans, Animals, Mice, Metabolome, Bile Acids and Salts, Inflammatory Bowel Diseases drug therapy, Inflammatory Bowel Diseases metabolism, Colitis
- Abstract
Microbial biochemistry is central to the pathophysiology of inflammatory bowel diseases (IBD). Improved knowledge of microbial metabolites and their immunomodulatory roles is thus necessary for diagnosis and management. Here, we systematically analyzed the chemical, ecological, and epidemiological properties of ~82k metabolic features in 546 Integrative Human Microbiome Project (iHMP/HMP2) metabolomes, using a newly developed methodology for bioactive compound prioritization from microbial communities. This suggested >1000 metabolic features as potentially bioactive in IBD and associated ~43% of prevalent, unannotated features with at least one well-characterized metabolite, thereby providing initial information for further characterization of a significant portion of the fecal metabolome. Prioritized features included known IBD-linked chemical families such as bile acids and short-chain fatty acids, and less-explored bilirubin, polyamine, and vitamin derivatives, and other microbial products. One of these, nicotinamide riboside, reduced colitis scores in DSS-treated mice. The method, MACARRoN, is generalizable with the potential to improve microbial community characterization and provide therapeutic candidates., (© 2024. The Author(s).)
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- 2024
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7. Genetic factors affecting storage and utilization of lipids during dormancy in Mycobacterium tuberculosis .
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Sturm A, Sun P, Avila-Pacheco J, Clatworthy AE, Bloom-Ackermann Z, Wuo MG, Gomez JE, Jin S, Clish CB, Kiessling LL, and Hung DT
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- Humans, Fatty Acids metabolism, Anti-Bacterial Agents pharmacology, Carbon metabolism, Lipase metabolism, Mycobacterium tuberculosis metabolism
- Abstract
Mycobacterium tuberculosis (Mtb) can adopt a non-growing dormant state during infection that may be critical to both active and latent tuberculosis. During dormancy, Mtb is widely tolerant toward antibiotics, a significant obstacle in current anti-tubercular drug regimens, and retains the ability to persist in its environment. We aimed to identify novel mechanisms that permit Mtb to survive dormancy in an in vitro carbon starvation model using transposon insertion sequencing and gene expression analysis. We identified a previously uncharacterized component of the lipid transport machinery, omamC, which was upregulated and required for survival during carbon starvation. We show that OmamC plays a role both in increasing fatty acid stores during growth in rich media and enhancing fatty acid utilization during starvation. Besides its involvement in lipid metabolism, OmamC levels affected the expression of the anti-anti-sigma factor rv0516c and other genes to improve Mtb survival during carbon starvation and increase its tolerance toward rifampicin, a first-line drug effective against non-growing Mtb. Importantly, we show that Mtb can be eradicated during carbon starvation, in an OmamC-dependent manner, by inhibiting lipid metabolism with the lipase inhibitor tetrahydrolipstatin. This work casts new light into the survival processes of non-replicating, drug-tolerant Mtb by identifying new proteins involved in lipid metabolism required for the survival of dormant bacteria and exposing a potential vulnerability that could be exploited for antibiotic discovery.IMPORTANCETuberculosis is a global threat, with ~10 million yearly active cases. Many more people, however, live with "latent" infection, where Mycobacterium tuberculosis survives in a non-replicative form. When latent bacteria activate and regrow, they elicit immune responses and result in significant host damage. Replicating and non-growing bacilli can co-exist; however, non-growing bacteria are considerably less sensitive to antibiotics, thus complicating treatment by necessitating long treatment durations. Here, we sought to identify genes important for bacterial survival in this non-growing state using a carbon starvation model. We found that a previously uncharacterized gene, omamC , is involved in storing and utilizing fatty acids as bacteria transition between these two states. Importantly, inhibiting lipid metabolism using a lipase inhibitor eradicates non-growing bacteria. Thus, targeting lipid metabolism may be a viable strategy for treating the non-growing population in strategies to shorten treatment durations of tuberculosis., Competing Interests: The authors declare no conflict of interest.
- Published
- 2024
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8. Linking microbial genes to plasma and stool metabolites uncovers host-microbial interactions underlying ulcerative colitis disease course.
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Schirmer M, Stražar M, Avila-Pacheco J, Rojas-Tapias DF, Brown EM, Temple E, Deik A, Bullock K, Jeanfavre S, Pierce K, Jin S, Invernizzi R, Pust MM, Costliow Z, Mack DR, Griffiths AM, Walters T, Boyle BM, Kugathasan S, Vlamakis H, Hyams J, Denson L, Clish CB, and Xavier RJ
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- Humans, Child, Host Microbial Interactions, Disease Progression, Genes, Microbial, Colitis, Ulcerative drug therapy, Gastrointestinal Microbiome genetics
- Abstract
Understanding the role of the microbiome in inflammatory diseases requires the identification of microbial effector molecules. We established an approach to link disease-associated microbes to microbial metabolites by integrating paired metagenomics, stool and plasma metabolomics, and culturomics. We identified host-microbial interactions correlated with disease activity, inflammation, and the clinical course of ulcerative colitis (UC) in the Predicting Response to Standardized Colitis Therapy (PROTECT) pediatric inception cohort. In severe disease, metabolite changes included increased dipeptides and tauro-conjugated bile acids (BAs) and decreased amino-acid-conjugated BAs in stool, whereas in plasma polyamines (N-acetylputrescine and N1-acetylspermidine) increased. Using patient samples and Veillonella parvula as a model, we uncovered nitrate- and lactate-dependent metabolic pathways, experimentally linking V. parvula expansion to immunomodulatory tryptophan metabolite production. Additionally, V. parvula metabolizes immunosuppressive thiopurine drugs through xdhA xanthine dehydrogenase, potentially impairing the therapeutic response. Our findings demonstrate that the microbiome contributes to disease-associated metabolite changes, underscoring the importance of these interactions in disease pathology and treatment., Competing Interests: Declaration of interests R.J.X. is a co-founder of Celsius Therapeutics and Jnana Therapeutics, board director at MoonLake Immunotherapeutics, and consultant to Nestlé. D.R.M. is a co-founder of MedBiome Inc., (Copyright © 2023 Elsevier Inc. All rights reserved.)
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- 2024
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9. Reverse metabolomics for the discovery of chemical structures from humans.
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Gentry EC, Collins SL, Panitchpakdi M, Belda-Ferre P, Stewart AK, Carrillo Terrazas M, Lu HH, Zuffa S, Yan T, Avila-Pacheco J, Plichta DR, Aron AT, Wang M, Jarmusch AK, Hao F, Syrkin-Nikolau M, Vlamakis H, Ananthakrishnan AN, Boland BS, Hemperly A, Vande Casteele N, Gonzalez FJ, Clish CB, Xavier RJ, Chu H, Baker ES, Patterson AD, Knight R, Siegel D, and Dorrestein PC
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- Animals, Humans, Bifidobacterium metabolism, CD4-Positive T-Lymphocytes immunology, CD4-Positive T-Lymphocytes metabolism, Clostridium metabolism, Cohort Studies, Crohn Disease metabolism, Enterococcus metabolism, Inflammatory Bowel Diseases metabolism, Phenotype, Pregnane X Receptor metabolism, Reproducibility of Results, Tandem Mass Spectrometry, Bile Acids and Salts chemistry, Bile Acids and Salts metabolism, Esters chemistry, Esters metabolism, Fatty Acids chemistry, Fatty Acids metabolism, Metabolomics methods, Amides chemistry, Amides metabolism
- Abstract
Determining the structure and phenotypic context of molecules detected in untargeted metabolomics experiments remains challenging. Here we present reverse metabolomics as a discovery strategy, whereby tandem mass spectrometry spectra acquired from newly synthesized compounds are searched for in public metabolomics datasets to uncover phenotypic associations. To demonstrate the concept, we broadly synthesized and explored multiple classes of metabolites in humans, including N-acyl amides, fatty acid esters of hydroxy fatty acids, bile acid esters and conjugated bile acids. Using repository-scale analysis
1,2 , we discovered that some conjugated bile acids are associated with inflammatory bowel disease (IBD). Validation using four distinct human IBD cohorts showed that cholic acids conjugated to Glu, Ile/Leu, Phe, Thr, Trp or Tyr are increased in Crohn's disease. Several of these compounds and related structures affected pathways associated with IBD, such as interferon-γ production in CD4+ T cells3 and agonism of the pregnane X receptor4 . Culture of bacteria belonging to the Bifidobacterium, Clostridium and Enterococcus genera produced these bile amidates. Because searching repositories with tandem mass spectrometry spectra has only recently become possible, this reverse metabolomics approach can now be used as a general strategy to discover other molecules from human and animal ecosystems., (© 2023. The Author(s).)- Published
- 2024
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10. Association between altered tryptophan metabolism, plasma aryl hydrocarbon receptor agonists, and inflammatory Chagas disease.
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Ambrosio LF, Volpini X, Quiroz JN, Brugo MB, Knubel CP, Herrera MR, Fozzatti L, Avila Pacheco J, Clish CB, Takenaka MC, Beloscar J, Theumer MG, Quintana FJ, Perez AR, and Motrán CC
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- Animals, Humans, Mice, Cytochrome P-450 CYP1A1 metabolism, Receptors, Aryl Hydrocarbon agonists, Tryptophan metabolism, Chagas Cardiomyopathy, Chagas Disease metabolism
- Abstract
Introduction: Chagas disease causes a cardiac illness characterized by immunoinflammatory reactions leading to myocardial fibrosis and remodeling. The development of Chronic Chagas Cardiomyopathy (CCC) in some patients while others remain asymptomatic is not fully understood, but dysregulated inflammatory responses are implicated. The Aryl hydrocarbon receptor (AhR) plays a crucial role in regulating inflammation. Certain tryptophan (Trp) metabolites have been identified as AhR ligands with regulatory functions., Methods Results and Discussion: We investigated AhR expression, agonist response, ligand production, and AhR-dependent responses, such as IDO activation and regulatory T (Treg) cells induction, in two T. cruzi-infected mouse strains (B6 and Balb/c) showing different polymorphisms in AhR. Furthermore, we assessed the metabolic profile of Trp catabolites and AhR agonistic activity levels in plasma samples from patients with chronic Chagas disease (CCD) and healthy donors (HD) using a luciferase reporter assay and liquid chromatography-mass spectrophotometry (LC-MS) analysis. T. cruzi-infected B6 mice showed impaired AhR-dependent responses compared to Balb/c mice, including reduced IDO activity, kynurenine levels, Treg cell induction, CYP1A1 up-regulation, and AhR expression following agonist activation. Additionally, B6 mice exhibited no detectable AhR agonist activity in plasma and displayed lower CYP1A1 up-regulation and AhR expression upon agonist activation. Similarly, CCC patients had decreased AhR agonistic activity in plasma compared to HD patients and exhibited dysregulation in Trp metabolic pathways, resulting in altered plasma metabolite profiles. Notably, patients with severe CCC specifically showed increased N-acetylserotonin levels in their plasma. The methods and findings presented here contribute to a better understanding of CCC development mechanisms and may identify potential specific biomarkers for T. cruzi infection and the severity of associated heart disease. These insights could be valuable in designing new therapeutic strategies. Ultimately, this research aims to establish the AhR agonistic activity and Trp metabolic profile in plasma as an innovative, non-invasive predictor of prognosis for chronic Chagas disease., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2024 Ambrosio, Volpini, Quiroz, Brugo, Knubel, Herrera, Fozzatti, Avila Pacheco, Clish, Takenaka, Beloscar, Theumer, Quintana, Perez and Motrán.)
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- 2024
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11. Tryptophan metabolism determines outcome in tuberculous meningitis: a targeted metabolomic analysis.
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Ardiansyah E, Avila-Pacheco J, Nhat LTH, Dian S, Vinh DN, Hai HT, Bullock K, Alisjahbana B, Netea MG, Estiasari R, Tram TTB, Donovan J, Heemskerk D, Chau TTH, Bang ND, Ganiem AR, Ruslami R, Koeken VACM, Hamers RL, Imran D, Maharani K, Kumar V, Clish CB, van Crevel R, Thwaites G, van Laarhoven A, and Thuong NTT
- Subjects
- Adult, Humans, Tryptophan metabolism, Kynurenine, Inflammation microbiology, Tuberculosis, Meningeal drug therapy, Meningitis, Cryptococcal, HIV Infections drug therapy
- Abstract
Background: Cellular metabolism is critical for the host immune function against pathogens, and metabolomic analysis may help understand the characteristic immunopathology of tuberculosis. We performed targeted metabolomic analyses in a large cohort of patients with tuberculous meningitis (TBM), the most severe manifestation of tuberculosis, focusing on tryptophan metabolism., Methods: We studied 1069 Indonesian and Vietnamese adults with TBM (26.6% HIV-positive), 54 non-infectious controls, 50 with bacterial meningitis, and 60 with cryptococcal meningitis. Tryptophan and downstream metabolites were measured in cerebrospinal fluid (CSF) and plasma using targeted liquid chromatography-mass spectrometry. Individual metabolite levels were associated with survival, clinical parameters, CSF bacterial load and 92 CSF inflammatory proteins., Results: CSF tryptophan was associated with 60-day mortality from TBM (hazard ratio [HR] = 1.16, 95% confidence interval [CI] = 1.10-1.24, for each doubling in CSF tryptophan) both in HIV-negative and -positive patients. CSF tryptophan concentrations did not correlate with CSF bacterial load nor CSF inflammation but were negatively correlated with CSF interferon-gamma concentrations. Unlike tryptophan, CSF concentrations of an intercorrelating cluster of downstream kynurenine metabolites did not predict mortality. These CSF kynurenine metabolites did however correlate with CSF inflammation and markers of blood-CSF leakage, and plasma kynurenine predicted death (HR 1.54, 95% CI = 1.22-1.93). These findings were mostly specific for TBM, although high CSF tryptophan was also associated with mortality from cryptococcal meningitis., Conclusions: TBM patients with a high baseline CSF tryptophan or high systemic (plasma) kynurenine are at increased risk of death. These findings may reveal new targets for host-directed therapy., Funding: This study was supported by National Institutes of Health (R01AI145781) and the Wellcome Trust (110179/Z/15/Z and 206724/Z/17/Z)., Competing Interests: EA, JA, LN, SD, DV, HH, KB, BA, RE, TT, JD, DH, TC, NB, AG, RR, VK, RH, DI, KM, VK, CC, Rv, GT, Av, NT No competing interests declared, MN has received consulting fees from Scientific Board TTxD and is a scientific founder of TTxD, Lemba and BioTRIP. The author has no other competing interests to declare, (© 2023, Ardiansyah et al.)
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- 2023
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12. Liver-specific FGFR4 knockdown in mice on an HFD increases bile acid synthesis and improves hepatic steatosis.
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Moreau F, Brunao BB, Liu XY, Tremblay F, Fitzgerald K, Avila-Pacheco J, Clish C, Kahn RC, and Softic S
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- Animals, Mice, Bile Acids and Salts metabolism, Fibroblast Growth Factors metabolism, Hepatocytes metabolism, Liver metabolism, Mice, Inbred C57BL, Receptors, Cytoplasmic and Nuclear metabolism, Non-alcoholic Fatty Liver Disease metabolism
- Abstract
Nonalcoholic fatty liver disease (NAFLD) is the most common chronic liver disease with increased risk in patients with metabolic syndrome. There are no FDA-approved treatments, but FXR agonists have shown promising results in clinical studies for NAFLD management. In addition to FXR, fibroblast growth factor receptor FGFR4 is a key mediator of hepatic bile acid synthesis. Using N-acetylgalactosamine-conjugated siRNA, we knocked down FGFR4 specifically in the liver of mice on chow or high-fat diet and in mouse primary hepatocytes to determine the role of FGFR4 in metabolic processes and hepatic steatosis. Liver-specific FGFR4 silencing increased bile acid production and lowered serum cholesterol. Additionally, we found that high-fat diet-induced liver steatosis and insulin resistance improved following FGFR4 knockdown. These improvements were associated with activation of the FXR-FGF15 axis in intestinal cells, but not in hepatocytes. We conclude that targeting FGFR4 in the liver to activate the intestinal FXR-FGF15 axis may be a promising strategy for the treatment of NAFLD and metabolic dysfunction., Competing Interests: Conflict of Interest F. T. and K. F. are employees of Alnylam Pharmaceuticals. All other authors declare no conflicts of interest with the contents of this article., (Copyright © 2022 The Authors. Published by Elsevier Inc. All rights reserved.)
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- 2023
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13. Mobile genetic elements from the maternal microbiome shape infant gut microbial assembly and metabolism.
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Vatanen T, Jabbar KS, Ruohtula T, Honkanen J, Avila-Pacheco J, Siljander H, Stražar M, Oikarinen S, Hyöty H, Ilonen J, Mitchell CM, Yassour M, Virtanen SM, Clish CB, Plichta DR, Vlamakis H, Knip M, and Xavier RJ
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- Female, Humans, Infant, Pregnancy, Mothers, Breast Feeding, Feces, Interspersed Repetitive Sequences, Gastrointestinal Microbiome genetics, Microbiota genetics
- Abstract
The perinatal period represents a critical window for cognitive and immune system development, promoted by maternal and infant gut microbiomes and their metabolites. Here, we tracked the co-development of microbiomes and metabolomes from late pregnancy to 1 year of age using longitudinal multi-omics data from a cohort of 70 mother-infant dyads. We discovered large-scale mother-to-infant interspecies transfer of mobile genetic elements, frequently involving genes associated with diet-related adaptations. Infant gut metabolomes were less diverse than maternal but featured hundreds of unique metabolites and microbe-metabolite associations not detected in mothers. Metabolomes and serum cytokine signatures of infants who received regular-but not extensively hydrolyzed-formula were distinct from those of exclusively breastfed infants. Taken together, our integrative analysis expands the concept of vertical transmission of the gut microbiome and provides original insights into the development of maternal and infant microbiomes and metabolomes during late pregnancy and early life., Competing Interests: Declaration of interests R.J.X. is co-founder of Jnana Therapeutics and Celsius Therapeutics, board director at MoonLake Immunotherapeutics, and consultant to Nestlé; these organizations had no role in the study., (Copyright © 2022 Elsevier Inc. All rights reserved.)
- Published
- 2022
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14. A distinct clade of Bifidobacterium longum in the gut of Bangladeshi children thrives during weaning.
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Vatanen T, Ang QY, Siegwald L, Sarker SA, Le Roy CI, Duboux S, Delannoy-Bruno O, Ngom-Bru C, Boulangé CL, Stražar M, Avila-Pacheco J, Deik A, Pierce K, Bullock K, Dennis C, Sultana S, Sayed S, Rahman M, Ahmed T, Modesto M, Mattarelli P, Clish CB, Vlamakis H, Plichta DR, Sakwinska O, and Xavier RJ
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- Infant, Child, Female, Humans, Child, Preschool, Bifidobacterium metabolism, Weaning, Oligosaccharides metabolism, Bangladesh, Milk, Human, Feces microbiology, Bifidobacterium longum metabolism
- Abstract
The gut microbiome has an important role in infant health and development. We characterized the fecal microbiome and metabolome of 222 young children in Dhaka, Bangladesh during the first two years of life. A distinct Bifidobacterium longum clade expanded with introduction of solid foods and harbored enzymes for utilizing both breast milk and solid food substrates. The clade was highly prevalent in Bangladesh, present globally (at lower prevalence), and correlated with many other gut taxa and metabolites, indicating an important role in gut ecology. We also found that the B. longum clades and associated metabolites were implicated in childhood diarrhea and early growth, including positive associations between growth measures and B. longum subsp. infantis, indolelactate and N-acetylglutamate. Our data demonstrate geographic, cultural, seasonal, and ecological heterogeneity that should be accounted for when identifying microbiome factors implicated in and potentially benefiting infant development., Competing Interests: Declaration of interests L.S., C.L.B., C.I.L.R., S.D., O.D-B., C.N-B., and O.S. are employees of Société des Produits Nestlé (SPN). R.J.X. is a member of the Scientific Advisory Board at Nestlé, founder of Jnana and Celsius Therapeutics and board member of MoonLake Immunotherapeutics. We filed a patent related to findings described in this study. R.J.X., H.V., T.V., O.S., L.S., S.D., and C.N.-B. are listed as inventors (Bifidobacterium Longum Transitional Microorganisms, Compositions and Uses Thereof, PCT/US2022/035,310)., (Copyright © 2022 Elsevier Inc. All rights reserved.)
- Published
- 2022
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15. Ornithine decarboxylase supports ILC3 responses in infectious and autoimmune colitis through positive regulation of IL-22 transcription.
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Peng V, Cao S, Trsan T, Bando JK, Avila-Pacheco J, Cleveland JL, Clish C, Xavier RJ, and Colonna M
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- Mice, Animals, Nuclear Receptor Subfamily 1, Group F, Member 3, Interleukin-17, Ornithine Decarboxylase genetics, Immunity, Innate, Putrescine, Th17 Cells metabolism, Ornithine, Anti-Bacterial Agents, Interleukin-22, Colitis genetics, Enterobacteriaceae Infections genetics
- Abstract
Group 3 innate lymphoid cells (ILC3s) are RORγT
+ lymphocytes that are predominately enriched in mucosal tissues and produce IL-22 and IL-17A. They are the innate counterparts of Th17 cells. While Th17 lymphocytes utilize unique metabolic pathways in their differentiation program, it is unknown whether ILC3s make similar metabolic adaptations. We employed single-cell RNA sequencing and metabolomic profiling of intestinal ILC subsets to identify an enrichment of polyamine biosynthesis in ILC3s, converging on the rate-limiting enzyme ornithine decarboxylase (ODC1). In vitro and in vivo studies demonstrated that exogenous supplementation with the polyamine putrescine or its biosynthetic substrate, ornithine, enhanced ILC3 production of IL-22. Conditional deletion of ODC1 in ILC3s impaired mouse antibacterial defense against Citrobacter rodentium infection, which was associated with a decrease in anti-microbial peptide production by the intestinal epithelium. Furthermore, in a model of anti-CD40 colitis, deficiency of ODC1 in ILC3s markedly reduced the production of IL-22 and severity of inflammatory colitis. We conclude that ILC3-intrinsic polyamine biosynthesis facilitates efficient defense against enteric pathogens as well as exacerbates autoimmune colitis, thus representing an attractive target to modulate ILC3 function in intestinal disease.- Published
- 2022
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16. Metabolite profiling of CKD progression in the chronic renal insufficiency cohort study.
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Wen D, Zheng Z, Surapaneni A, Yu B, Zhou L, Zhou W, Xie D, Shou H, Avila-Pacheco J, Kalim S, He J, Hsu CY, Parsa A, Rao P, Sondheimer J, Townsend R, Waikar SS, Rebholz CM, Denburg MR, Kimmel PL, Vasan RS, Clish CB, Coresh J, Feldman HI, Grams ME, and Rhee EP
- Subjects
- Humans, Cohort Studies, Histamine, Prospective Studies, Disease Progression, Biomarkers, Pseudouridine, Renal Insufficiency, Chronic
- Abstract
BACKGROUNDMetabolomic profiling in individuals with chronic kidney disease (CKD) has the potential to identify novel biomarkers and provide insight into disease pathogenesis.METHODSWe examined the association between blood metabolites and CKD progression, defined as the subsequent development of end-stage renal disease (ESRD) or estimated glomerular filtrate rate (eGFR) halving, in 1,773 participants of the Chronic Renal Insufficiency Cohort (CRIC) study, 962 participants of the African-American Study of Kidney Disease and Hypertension (AASK), and 5,305 participants of the Atherosclerosis Risk in Communities (ARIC) study.RESULTSIn CRIC, more than half of the measured metabolites were associated with CKD progression in minimally adjusted Cox proportional hazards models, but the number and strength of associations were markedly attenuated by serial adjustment for covariates, particularly eGFR. Ten metabolites were significantly associated with CKD progression in fully adjusted models in CRIC; 3 of these metabolites were also significant in fully adjusted models in AASK and ARIC, highlighting potential markers of glomerular filtration (pseudouridine), histamine metabolism (methylimidazoleacetate), and azotemia (homocitrulline). Our findings also highlight N-acetylserine as a potential marker of kidney tubular function, with significant associations with CKD progression observed in CRIC and ARIC.CONCLUSIONOur findings demonstrate the application of metabolomics to identify potential biomarkers and causal pathways in CKD progression.FUNDINGThis study was supported by the NIH (U01 DK106981, U01 DK106982, U01 DK085689, R01 DK108803, and R01 DK124399).
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- 2022
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17. A metabolomic analysis of adiposity measures and pre- and postmenopausal breast cancer risk in the Nurses' Health Studies.
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Brantley KD, Zeleznik OA, Dickerman BA, Balasubramanian R, Clish CB, Avila-Pacheco J, Rosner B, Tamimi RM, and Eliassen AH
- Subjects
- Adiposity, Adolescent, Body Mass Index, Case-Control Studies, Female, Humans, Obesity complications, Postmenopause, Premenopause, Risk Factors, Breast Neoplasms epidemiology, Breast Neoplasms etiology, Nurses
- Abstract
Background: Adiposity is consistently positively associated with postmenopausal breast cancer and inversely associated with premenopausal breast cancer risk, though the reasons for this difference remain unclear., Methods: In this nested case-control study of 1649 breast cancer cases and 1649 matched controls from the Nurses' Health Study (NHS) and the NHSII, we selected lipid and polar metabolites correlated with BMI, waist circumference, weight change since age 18, or derived fat mass, and developed a metabolomic score for each measure using LASSO regression. Logistic regression was used to investigate the association between this score and breast cancer risk, adjusted for risk factors and stratified by menopausal status at blood draw and diagnosis., Results: Metabolite scores developed among only premenopausal or postmenopausal women were highly correlated with scores developed in all women (r = 0.93-0.96). Higher metabolomic adiposity scores were generally inversely related to breast cancer risk among premenopausal women. Among postmenopausal women, significant positive trends with risk were observed (e.g., metabolomic waist circumference score OR Q4 vs. Q1 = 1.47, 95% CI = 1.03-2.08, P-trend = 0.01)., Conclusions: Though the same metabolites represented adiposity in pre- and postmenopausal women, breast cancer risk associations differed suggesting that metabolic dysregulation may have a differential association with pre- vs. postmenopausal breast cancer., (© 2022. The Author(s), under exclusive licence to Springer Nature Limited.)
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- 2022
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18. Metabolomic and transcriptomic signatures of influenza vaccine response in healthy young and older adults.
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Chou CH, Mohanty S, Kang HA, Kong L, Avila-Pacheco J, Joshi SR, Ueda I, Devine L, Raddassi K, Pierce K, Jeanfavre S, Bullock K, Meng H, Clish C, Santori FR, Shaw AC, and Xavier RJ
- Subjects
- Aged, Antibodies, Viral, Humans, Metabolomics, Transcriptome genetics, Vaccination, Influenza Vaccines, Influenza, Human genetics, Influenza, Human prevention & control
- Abstract
Seasonal influenza causes mild to severe respiratory infections and significant morbidity, especially in older adults. Transcriptomic analysis in populations across multiple flu seasons has provided insights into the molecular determinants of vaccine response. Still, the metabolic changes that underlie the immune response to influenza vaccination remain poorly characterized. We performed untargeted metabolomics to analyze plasma metabolites in a cohort of younger and older subjects before and after influenza vaccination to identify vaccine-induced molecular signatures. Metabolomic and transcriptomic data were combined to define networks of gene and metabolic signatures indicative of high and low antibody response in these individuals. We observed age-related differences in metabolic baselines and signatures of antibody response to influenza vaccination and the abundance of α-linolenic and linoleic acids, sterol esters, fatty-acylcarnitines, and triacylglycerol metabolism. We identified a metabolomic signature associated with age-dependent vaccine response, finding increased tryptophan and decreased polyunsaturated fatty acids (PUFAs) in young high responders (HRs), while fatty acid synthesis and cholesteryl esters accumulated in older HRs. Integrated metabolomic and transcriptomic analysis shows that depletion of PUFAs, which are building blocks for prostaglandins and other lipid immunomodulators, in young HR subjects at Day 28 is related to a robust immune response to influenza vaccination. Increased glycerophospholipid levels were associated with an inflammatory response in older HRs to flu vaccination. This multi-omics approach uncovered age-related molecular markers associated with influenza vaccine response and provides insight into vaccine-induced metabolic responses that may help guide development of more effective influenza vaccines., (© 2022 The Authors. Aging Cell published by Anatomical Society and John Wiley & Sons Ltd.)
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- 2022
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19. A biosynthetic pathway for the selective sulfonation of steroidal metabolites by human gut bacteria.
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Yao L, D'Agostino GD, Park J, Hang S, Adhikari AA, Zhang Y, Li W, Avila-Pacheco J, Bae S, Clish CB, Franzosa EA, Huttenhower C, Huh JR, and Devlin AS
- Subjects
- Animals, Bacteria, Gastrointestinal Tract, Humans, Mice, Sulfate Adenylyltransferase, Bacteroides thetaiotaomicron, Biosynthetic Pathways
- Abstract
Members of the human gut microbiome enzymatically process many bioactive molecules in the gastrointestinal tract. Most gut bacterial modifications characterized so far are hydrolytic or reductive in nature. Here we report that abundant human gut bacteria from the phylum Bacteroidetes perform conjugative modifications by selectively sulfonating steroidal metabolites. While sulfonation is a ubiquitous biochemical modification, this activity has not yet been characterized in gut microbes. Using genetic and biochemical approaches, we identify a widespread biosynthetic gene cluster that encodes both a sulfotransferase (BtSULT, BT0416) and enzymes that synthesize the sulfonate donor adenosine 3'-phosphate-5'-phosphosulfate (PAPS), including an APS kinase (CysC, BT0413) and an ATP sulfurylase (CysD and CysN, BT0414-BT0415). BtSULT selectively sulfonates steroidal metabolites with a flat A/B ring fusion, including cholesterol. Germ-free mice monocolonized with Bacteroides thetaiotaomicron ΔBT0416 exhibited reduced gastrointestinal levels of cholesterol sulfate (Ch-S) compared with wild-type B. thetaiotaomicron-colonized mice. The presence of BtSULT and BtSULT homologues in bacteria inhibited leucocyte migration in vitro and in vivo, and abundances of cluster genes were significantly reduced in patients with inflammatory bowel disease. Together, these data provide a mechanism by which gut bacteria sulfonate steroidal metabolites and suggest that these compounds can modulate immune cell trafficking in the host., (© 2022. The Author(s), under exclusive licence to Springer Nature Limited.)
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- 2022
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20. An engineered live biotherapeutic for the prevention of antibiotic-induced dysbiosis.
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Cubillos-Ruiz A, Alcantar MA, Donghia NM, Cárdenas P, Avila-Pacheco J, and Collins JJ
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- Ampicillin pharmacology, Animals, Anti-Bacterial Agents pharmacology, Mice, beta-Lactamases metabolism, Clostridioides difficile, Dysbiosis chemically induced, Dysbiosis drug therapy, Dysbiosis prevention & control
- Abstract
Antibiotic-induced alterations in the gut microbiota are implicated in many metabolic and inflammatory diseases, increase the risk of secondary infections and contribute to the emergence of antimicrobial resistance. Here we report the design and in vivo performance of an engineered strain of Lactococcus lactis that altruistically degrades the widely used broad-spectrum antibiotics β-lactams (which disrupt commensal bacteria in the gut) through the secretion and extracellular assembly of a heterodimeric β-lactamase. The engineered β-lactamase-expression system does not confer β-lactam resistance to the producer cell, and is encoded via a genetically unlinked two-gene biosynthesis strategy that is not susceptible to dissemination by horizontal gene transfer. In a mouse model of parenteral ampicillin treatment, oral supplementation with the engineered live biotherapeutic minimized gut dysbiosis without affecting the ampicillin concentration in serum, precluded the enrichment of antimicrobial resistance genes in the gut microbiome and prevented the loss of colonization resistance against Clostridioides difficile. Engineered live biotherapeutics that safely degrade antibiotics in the gut may represent a suitable strategy for the prevention of dysbiosis and its associated pathologies., (© 2022. The Author(s), under exclusive licence to Springer Nature Limited.)
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- 2022
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21. Presurgical blood metabolites and risk of postsurgical pelvic pain in young patients with endometriosis.
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Sasamoto N, Zeleznik OA, Vitonis AF, Missmer SA, Laufer MR, Avila-Pacheco J, Clish CB, and Terry KL
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- Adolescent, Adult, Female, Humans, Lipids, Pain, Postoperative diagnosis, Pain, Postoperative etiology, Pelvic Pain diagnosis, Pelvic Pain etiology, Pelvic Pain surgery, Pelvis, Young Adult, Endometriosis complications, Endometriosis diagnosis, Endometriosis surgery, Laparoscopy adverse effects
- Abstract
Objective: To identify metabolites in presurgical blood associated with risk of persistent postsurgical pelvic pain 1 year after endometriosis surgery in adolescent and young adult patients., Design: Prospective observational study within the Women's Health Study: From Adolescence to Adulthood, a US-based longitudinal cohort of adolescents and women enrolled from 2012-2018., Setting: Two tertiary care hospitals., Patient(s): Laparoscopically confirmed endometriosis patients (n = 180) with blood collected before their endometriosis surgery. Of these, 77 patients additionally provided blood samples 5 weeks to 6 months after their surgery. We measured plasma metabolites using liquid chromatography tandem mass spectrometry, and a total of 390 known metabolites were included in our analysis., Intervention(s): None., Main Outcome Measure(s): Persistent postsurgical pelvic pain, defined as severe, life-impacting pelvic pain 1 year after endometriosis surgery., Result(s): Most patients (>95%) were at stage I/II of the revised American Society for Reproductive Medicine classification. Their average age at diagnosis was 18.7 years, with 36% reporting persistent postsurgical pelvic pain. Of the 21 metabolites in presurgical blood that were associated with risk of persistent postsurgical pelvic pain, 19 metabolites, which were mainly lipid metabolites, were associated with increased risk. Only 2 metabolites-pregnenolone sulfate (odds ratio = 0.64, 95% confidence interval = 0.44-0.92) and fucose (odds ratio = 0.69, 95% confidence interval = 0.47-0.97)-were associated with decreased risk. Metabolite set enrichment analysis revealed that higher levels of lysophosphatidylethanolamines (false discovery rate = 0.01) and lysophosphatidylcholines (false discovery rate = 0.01) in presurgical blood were associated with increased risk of persistent postsurgical pelvic pain., Conclusion(s): Our results suggest that dysregulation of multiple groups of lipid metabolites may play a role in the persistence of pelvic pain postsurgery among young endometriosis patients., (Copyright © 2022 American Society for Reproductive Medicine. Published by Elsevier Inc. All rights reserved.)
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- 2022
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22. Intrapersonal Stability of Plasma Metabolomic Profiles over 10 Years among Women.
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Zeleznik OA, Wittenbecher C, Deik A, Jeanfavre S, Avila-Pacheco J, Rosner B, Rexrode KM, Clish CB, Hu FB, and Eliassen AH
- Abstract
In epidemiological studies, samples are often collected long before disease onset or outcome assessment. Understanding the long-term stability of biomarkers measured in these samples is crucial. We estimated within-person stability over 10 years of metabolites and metabolite features ( n = 5938) in the Nurses' Health Study (NHS): the primary dataset included 1880 women with 1184 repeated samples donated 10 years apart while the secondary dataset included 1456 women with 488 repeated samples donated 10 years apart. We quantified plasma metabolomics using two liquid chromatography mass spectrometry platforms (lipids and polar metabolites) at the Broad Institute (Cambridge, MA, USA). Intra-class correlations (ICC) were used to estimate long-term (10 years) within-person stability of metabolites and were calculated as the proportion of the total variability (within-person + between-person) attributable to between-person variability. Within-person variability was estimated among participants who donated two blood samples approximately 10 years apart while between-person variability was estimated among all participants. In the primary dataset, the median ICC was 0.43 (1st quartile (Q1): 0.36; 3rd quartile (Q3): 0.50) among known metabolites and 0.41 (Q1: 0.34; Q3: 0.48) among unknown metabolite features. The three most stable metabolites were N6,N6-dimethyllysine (ICC = 0.82), dimethylguanidino valerate (ICC = 0.72), and N-acetylornithine (ICC = 0.72). The three least stable metabolites were palmitoylethanolamide (ICC = 0.05), ectoine (ICC = 0.09), and trimethylamine-N-oxide (ICC = 0.16). Results in the secondary dataset were similar (Spearman correlation = 0.87) to corresponding results in the primary dataset. Within-person stability over 10 years is reasonable for lipid, lipid-related, and polar metabolites, and varies by metabolite class. Additional studies are required to estimate within-person stability over 10 years of other metabolites groups.
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- 2022
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23. Plasma Metabolomics and Breast Cancer Risk over 20 Years of Follow-up among Postmenopausal Women in the Nurses' Health Study.
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Brantley KD, Zeleznik OA, Rosner B, Tamimi RM, Avila-Pacheco J, Clish CB, and Eliassen AH
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- Case-Control Studies, Female, Follow-Up Studies, Humans, Logistic Models, Metabolomics, Postmenopause, Risk Factors, Breast Neoplasms etiology, Nurses
- Abstract
Background: Metabolite profiles provide insight into biologic mechanisms contributing to breast cancer development. We explored the association between prediagnostic plasma metabolites (N = 307) and invasive breast cancer among postmenopausal women in a nested case-control study within the Nurses' Health Study (N = 1,531 matched pairs)., Methods: Plasma metabolites were profiled via LC/MS-MS using samples taken ≥10 years (distant, N = 939 cases) and <10 years (proximate, N = 592 cases) before diagnosis. Multivariable conditional logistic regression was used to estimate ORs and 95% confidence intervals (CI) comparing the 90th to 10th percentile of individual metabolite level, using the number of effective tests (NEF) to account for testing multiple correlated hypotheses. Associations of metabolite groups with breast cancer were evaluated using metabolite set enrichment analysis (MSEA) and weighted gene coexpression network analysis (WGCNA), with adjustment for the FDR., Results: No individual metabolites were significantly associated with breast cancer risk. MSEA showed negative enrichment of cholesteryl esters at the distant timepoint [normalized enrichment score (NES) = -2.26; Padj = 0.02]. Positive enrichment of triacylglycerols (TAG) with <3 double bonds was observed at both timepoints. TAGs with ≥3 double bonds were inversely associated with breast cancer at the proximate timepoint (NES = -2.91, Padj = 0.03)., Conclusions: Cholesteryl esters measured earlier in disease etiology were inversely associated with breast cancer. TAGs with many double bonds measured closer to diagnosis were inversely associated with breast cancer risk., Impact: The discovered associations between metabolite subclasses and breast cancer risk can expand our understanding of biochemical processes involved in cancer etiology., (©2022 American Association for Cancer Research.)
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- 2022
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24. Human gut bacteria produce Τ Η 17-modulating bile acid metabolites.
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Paik D, Yao L, Zhang Y, Bae S, D'Agostino GD, Zhang M, Kim E, Franzosa EA, Avila-Pacheco J, Bisanz JE, Rakowski CK, Vlamakis H, Xavier RJ, Turnbaugh PJ, Longman RS, Krout MR, Clish CB, Rastinejad F, Huttenhower C, Huh JR, and Devlin AS
- Subjects
- Cell Differentiation, Gastrointestinal Tract microbiology, Humans, Interleukin-17, Lithocholic Acid metabolism, Lithocholic Acid pharmacology, Th17 Cells, Bacteria metabolism, Bile Acids and Salts, Inflammatory Bowel Diseases metabolism, Inflammatory Bowel Diseases microbiology
- Abstract
The microbiota modulates gut immune homeostasis. Bacteria influence the development and function of host immune cells, including T helper cells expressing interleukin-17A (T
H 17 cells). We previously reported that the bile acid metabolite 3-oxolithocholic acid (3-oxoLCA) inhibits TH 17 cell differentiation1 . Although it was suggested that gut-residing bacteria produce 3-oxoLCA, the identity of such bacteria was unknown, and it was unclear whether 3-oxoLCA and other immunomodulatory bile acids are associated with inflammatory pathologies in humans. Here we identify human gut bacteria and corresponding enzymes that convert the secondary bile acid lithocholic acid into 3-oxoLCA as well as the abundant gut metabolite isolithocholic acid (isoLCA). Similar to 3-oxoLCA, isoLCA suppressed TH 17 cell differentiation by inhibiting retinoic acid receptor-related orphan nuclear receptor-γt, a key TH 17-cell-promoting transcription factor. The levels of both 3-oxoLCA and isoLCA and the 3α-hydroxysteroid dehydrogenase genes that are required for their biosynthesis were significantly reduced in patients with inflammatory bowel disease. Moreover, the levels of these bile acids were inversely correlated with the expression of TH 17-cell-associated genes. Overall, our data suggest that bacterially produced bile acids inhibit TH 17 cell function, an activity that may be relevant to the pathophysiology of inflammatory disorders such as inflammatory bowel disease., (© 2022. The Author(s), under exclusive licence to Springer Nature Limited.)- Published
- 2022
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25. Plasma Metabolite Profiles of Red Meat, Poultry, and Fish Consumption, and Their Associations with Colorectal Cancer Risk.
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Wang F, Chandler PD, Zeleznik OA, Wu K, Wu Y, Yin K, Song R, Avila-Pacheco J, Clish CB, Meyerhardt JA, Zhang X, Song M, Ogino S, Lee IM, Eliassen AH, Liang L, Smith-Warner SA, Willett WC, and Giovannucci EL
- Subjects
- Animals, Female, Follow-Up Studies, Logistic Models, Poultry, Colorectal Neoplasms epidemiology, Colorectal Neoplasms etiology, Red Meat adverse effects
- Abstract
Background: Red and processed meat consumption has been consistently associated with increased risk of colorectal cancer (CRC), but the association for fish intake is unclear. Evidence using objective dietary assessment approaches to evaluate these associations is sparse., Objectives: We aim to investigate the plasma metabolite profiles related to red meat, poultry, and fish consumption and examine their associations with CRC risk., Methods: We measured plasma metabolites among 5269 participants from the Nurses' Health Study (NHS), NHSII, and Health Professionals Follow-Up study (HPFS). We calculated partial Spearman correlations between each metabolite and self-reported intake of seven red meat, poultry, and fish groups. Metabolite profile scores correlated to self-reported dietary intakes were developed using elastic net regression. Associations between self-reported intakes, metabolite profile scores, and subsequent CRC risk were further evaluated using conditional logistic regression among 559 matched (1:1) case-control pairs in NHS/HPFS and replicated among 266 pairs in Women's Health Study., Results: Plasma metabolites, especially highly unsaturated lipids, were differentially associated with red meat and fish groups. Metabolite profile scores for each food group were significantly correlated with the corresponding self-reported dietary intake. A higher dietary intake of processed red meat was associated with a higher risk of CRC (pooled OR per 1 SD, 1.15; 95% CI: 1.03, 1.29). In contrast, higher metabolite profile scores for all fish groups, not dietary intakes, were consistently associated with a lower CRC risk: the pooled OR per 1 SD was 0.86 (95% CI: 0.78, 0.96) for total fish, 0.86 (95% CI: 0.77, 0.96) for dark meat fish, and 0.87 (95% CI: 0.78, 0.97) for canned tuna fish. No significant associations were found for other food groups., Conclusions: Red meat and fish intake exhibited systematically different plasma metabolite profiles. Plasma metabolite profile of fish intake was inversely associated with CRC risk.
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- 2022
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26. Metabolic modeling of single Th17 cells reveals regulators of autoimmunity.
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Wagner A, Wang C, Fessler J, DeTomaso D, Avila-Pacheco J, Kaminski J, Zaghouani S, Christian E, Thakore P, Schellhaass B, Akama-Garren E, Pierce K, Singh V, Ron-Harel N, Douglas VP, Bod L, Schnell A, Puleston D, Sobel RA, Haigis M, Pearce EL, Soleimani M, Clish C, Regev A, Kuchroo VK, and Yosef N
- Subjects
- Acetyltransferases metabolism, Adenosine Triphosphate metabolism, Aerobiosis drug effects, Algorithms, Animals, Autoimmunity drug effects, Chromatin metabolism, Citric Acid Cycle drug effects, Cytokines metabolism, Eflornithine pharmacology, Encephalomyelitis, Autoimmune, Experimental metabolism, Encephalomyelitis, Autoimmune, Experimental pathology, Epigenome, Fatty Acids metabolism, Glycolysis drug effects, Jumonji Domain-Containing Histone Demethylases metabolism, Mice, Inbred C57BL, Mitochondrial Membrane Transport Proteins metabolism, Oxidation-Reduction drug effects, Putrescine metabolism, Single-Cell Analysis, T-Lymphocytes, Regulatory drug effects, T-Lymphocytes, Regulatory immunology, Th17 Cells drug effects, Transcriptome genetics, Mice, Autoimmunity immunology, Models, Biological, Th17 Cells immunology
- Abstract
Metabolism is a major regulator of immune cell function, but it remains difficult to study the metabolic status of individual cells. Here, we present Compass, an algorithm to characterize cellular metabolic states based on single-cell RNA sequencing and flux balance analysis. We applied Compass to associate metabolic states with T helper 17 (Th17) functional variability (pathogenic potential) and recovered a metabolic switch between glycolysis and fatty acid oxidation, akin to known Th17/regulatory T cell (Treg) differences, which we validated by metabolic assays. Compass also predicted that Th17 pathogenicity was associated with arginine and downstream polyamine metabolism. Indeed, polyamine-related enzyme expression was enhanced in pathogenic Th17 and suppressed in Treg cells. Chemical and genetic perturbation of polyamine metabolism inhibited Th17 cytokines, promoted Foxp3 expression, and remodeled the transcriptome and epigenome of Th17 cells toward a Treg-like state. In vivo perturbations of the polyamine pathway altered the phenotype of encephalitogenic T cells and attenuated tissue inflammation in CNS autoimmunity., Competing Interests: Declaration of interests V.K.K. has an ownership interest and is a member of the SAB for Tizona Therapeutics and is a co-founder of and has an ownership interest in Celsius Therapeutics. V.K.K. is an inventor on patents related to Th17 cells and immunometabolism. V.K.K.’s interests were reviewed and managed by the Brigham and Women’s Hospital and Partners Healthcare in accordance with their conflict of interest policies. N.Y. is an advisor for and/or has equity in Cellarity, Celsius Therapeutics, and Rheos Medicines. A.R. is a co-founder and equity holder of Celsius Therapeutics, an equity holder in Immunitas, and was a SAB member of ThermoFisher Scientific, Syros Pharmaceuticals, Neogene Therapeutics, and Asimov until July 31, 2020. From August 1, 2020, A.R. is an employee of Genentech. A.W., C.W., J.F., A.R., V.K.K., and N.Y. are co-inventors on a provisional patent application directed to inventions relating to methods for modulating metabolic regulators of T cell pathogenicity as described in this manuscript, filed by The Broad Institute, Brigham and Women’s Hospital, and the Regents of California. All other authors declare no competing interests., (Copyright © 2021 Elsevier Inc. All rights reserved.)
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- 2021
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27. Branched-Chain Amino Acids and Risk of Breast Cancer.
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Zeleznik OA, Balasubramanian R, Ren Y, Tobias DK, Rosner BA, Peng C, Bever AM, Frueh L, Jeanfavre S, Avila-Pacheco J, Clish CB, Mora S, Hu FB, and Eliassen AH
- Subjects
- Aged, Aged, 80 and over, Epidemiologic Methods, Female, Humans, Isoleucine blood, Leucine blood, Middle Aged, Nurses, Postmenopause blood, Premenopause blood, Amino Acids, Branched-Chain blood, Breast Neoplasms blood
- Abstract
Background: Circulating branched-chain amino acid (BCAA) levels reflect metabolic health and dietary intake. However, associations with breast cancer are unclear., Methods: We evaluated circulating BCAA levels and breast cancer risk within the Nurses' Health Study (NHS) and NHSII (1997 cases and 1997 controls). A total of 592 NHS women donated 2 blood samples 10 years apart. We estimated odds ratios (ORs) and 95% confidence intervals (CIs) of breast cancer risk in multivariable logistic regression models. We conducted an external validation in 1765 cases in the Women's Health Study (WHS). All statistical tests were 2-sided., Results: Among NHSII participants (predominantly premenopausal at blood collection), elevated circulating BCAA levels were associated with lower breast cancer risk (eg, isoleucine highest vs lowest quartile, multivariable OR = 0.86, 95% CI = 0.65 to 1.13, P
trend = .20), with statistically significant linear trends among fasting samples (eg, isoleucine OR = 0.74, 95% CI = 0.53 to 1.05, Ptrend = .05). In contrast, among postmenopausal women, proximate measures (<10 years from blood draw) were associated with increased breast cancer risk (eg, isoleucine OR = 1.63, 95% CI = 1.12 to 2.39, Ptrend = .01), with stronger associations among fasting samples (OR = 1.73, 95% CI = 1.15 to 2.61, Ptrend = .01). Distant measures (10-20 years since blood draw) were not associated with risk. In the WHS, a positive association was observed for distant measures of leucine among postmenopausal women (OR = 1.23, 95% CI = 0.96 to 1.58, Ptrend = .04)., Conclusions: No statistically significant associations between BCAA levels and breast cancer risk were consistent across NHS and WHS or NHSII and WHS. Elevated circulating BCAA levels were associated with lower breast cancer risk among predominantly premenopausal NHSII women and higher risk among postmenopausal women in NHS but not in the WHS. Additional studies are needed to understand this complex relationship., (© The Author(s) 2021. Published by Oxford University Press.)- Published
- 2021
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28. Circulating amino acids and amino acid-related metabolites and risk of breast cancer among predominantly premenopausal women.
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Zeleznik OA, Balasubramanian R, Zhao Y, Frueh L, Jeanfavre S, Avila-Pacheco J, Clish CB, Tworoger SS, and Eliassen AH
- Abstract
Known modifiable risk factors account for a small fraction of premenopausal breast cancers. We investigated associations between pre-diagnostic circulating amino acid and amino acid-related metabolites (N = 207) and risk of breast cancer among predominantly premenopausal women of the Nurses' Health Study II using conditional logistic regression (1057 cases, 1057 controls) and multivariable analyses evaluating all metabolites jointly. Eleven metabolites were associated with breast cancer risk (q-value < 0.2). Seven metabolites remained associated after adjustment for established risk factors (p-value < 0.05) and were selected by at least one multivariable modeling approach: higher levels of 2-aminohippuric acid, kynurenic acid, piperine (all three with q-value < 0.2), DMGV and phenylacetylglutamine were associated with lower breast cancer risk (e.g., piperine: OR
adjusted (95%CI) = 0.84 (0.77-0.92)) while higher levels of creatine and C40:7 phosphatidylethanolamine (PE) plasmalogen were associated with increased breast cancer risk (e.g., C40:7 PE plasmalogen: ORadjusted (95%CI) = 1.11 (1.01-1.22)). Five amino acids and amino acid-related metabolites (2-aminohippuric acid, DMGV, kynurenic acid, phenylacetylglutamine, and piperine) were inversely associated, while one amino acid and a phospholipid (creatine and C40:7 PE plasmalogen) were positively associated with breast cancer risk among predominately premenopausal women, independent of established breast cancer risk factors.- Published
- 2021
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29. Targeting a Braf/Mapk pathway rescues podocyte lipid peroxidation in CoQ-deficiency kidney disease.
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Sidhom EH, Kim C, Kost-Alimova M, Ting MT, Keller K, Avila-Pacheco J, Watts AJ, Vernon KA, Marshall JL, Reyes-Bricio E, Racette M, Wieder N, Kleiner G, Grinkevich EJ, Chen F, Weins A, Clish CB, Shaw JL, Quinzii CM, and Greka A
- Subjects
- Alkyl and Aryl Transferases genetics, Alkyl and Aryl Transferases metabolism, Animals, Ataxia drug therapy, Ataxia genetics, Ataxia pathology, Drug Delivery Systems, HEK293 Cells, Humans, Kidney Diseases drug therapy, Kidney Diseases genetics, Kidney Diseases pathology, Lipid Peroxidation genetics, MAP Kinase Signaling System genetics, Mice, Mitochondrial Diseases drug therapy, Mitochondrial Diseases genetics, Mitochondrial Diseases pathology, Muscle Weakness drug therapy, Muscle Weakness genetics, Muscle Weakness pathology, Podocytes pathology, Proto-Oncogene Proteins B-raf genetics, RNA-Seq, Ubiquinone genetics, Ubiquinone metabolism, Ataxia metabolism, Indenes pharmacology, Kidney Diseases metabolism, Lipid Peroxidation drug effects, MAP Kinase Signaling System drug effects, Mitochondrial Diseases metabolism, Muscle Weakness metabolism, Podocytes metabolism, Proto-Oncogene Proteins B-raf metabolism, Pyrazoles pharmacology, Ubiquinone deficiency
- Abstract
Mutations affecting mitochondrial coenzyme Q (CoQ) biosynthesis lead to kidney failure due to selective loss of podocytes, essential cells of the kidney filter. Curiously, neighboring tubular epithelial cells are spared early in disease despite higher mitochondrial content. We sought to illuminate noncanonical, cell-specific roles for CoQ, independently of the electron transport chain (ETC). Here, we demonstrate that CoQ depletion caused by Pdss2 enzyme deficiency in podocytes results in perturbations in polyunsaturated fatty acid (PUFA) metabolism and the Braf/Mapk pathway rather than ETC dysfunction. Single-nucleus RNA-Seq from kidneys of Pdss2kd/kd mice with nephrotic syndrome and global CoQ deficiency identified a podocyte-specific perturbation of the Braf/Mapk pathway. Treatment with GDC-0879, a Braf/Mapk-targeting compound, ameliorated kidney disease in Pdss2kd/kd mice. Mechanistic studies in Pdss2-depleted podocytes revealed a previously unknown perturbation in PUFA metabolism that was confirmed in vivo. Gpx4, an enzyme that protects against PUFA-mediated lipid peroxidation, was elevated in disease and restored after GDC-0879 treatment. We demonstrate broader human disease relevance by uncovering patterns of GPX4 and Braf/Mapk pathway gene expression in tissue from patients with kidney diseases. Our studies reveal ETC-independent roles for CoQ in podocytes and point to Braf/Mapk as a candidate pathway for the treatment of kidney diseases.
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- 2021
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30. Circulating Lysophosphatidylcholines, Phosphatidylcholines, Ceramides, and Sphingomyelins and Ovarian Cancer Risk: A 23-Year Prospective Study.
- Author
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Zeleznik OA, Clish CB, Kraft P, Avila-Pacheco J, Eliassen AH, and Tworoger SS
- Subjects
- Adult, Biomarkers, Tumor blood, Carcinoma, Endometrioid blood, Case-Control Studies, Cohort Studies, Cystadenocarcinoma, Serous blood, Female, Humans, Menopause, Metabolomics, Middle Aged, Prospective Studies, Risk, Ceramides blood, Lysophosphatidylcholines blood, Ovarian Neoplasms blood, Phosphatidylcholines blood, Sphingomyelins blood
- Abstract
Background: Experimental evidence supports a role of lipid dysregulation in ovarian cancer progression. We estimated associations with ovarian cancer risk for circulating levels of four lipid groups, previously hypothesized to be associated with ovarian cancer, measured 3-23 years before diagnosis., Methods: Analyses were conducted among cases (N = 252) and matched controls (N = 252) from the Nurses' Health Studies. We used logistic regression adjusting for risk factors to investigate associations of lysophosphatidylcholines (LPCs), phosphatidylcholines (PCs), ceramides (CERs), and sphingomyelins (SMs) with ovarian cancer risk overall and by histotype. A modified Bonferroni approach (0.05/4 = 0.0125, four lipid groups) and the permutation-based Westfall and Young approach were used to account for testing multiple correlated hypotheses. Odds ratios (ORs; 10th-90th percentile), and 95% confidence intervals of ovarian cancer risk were estimated. All statistical tests were two-sided., Results: SM sum was statistically significantly associated with ovarian cancer risk (OR = 1.97, 95% CI = 1.16 to 3.32; P = .01/permutation-adjusted P = .20). C16:0 SM, C18:0 SM, and C16:0 CERs were suggestively associated with risk (OR = 1.95-2.10; P = .004-.01; permutation-adjusted P = .08-.21). SM sum, C16:0 SM, and C16:0 CER had stronger odds ratios among postmenopausal women (OR = 2.16-3.22). Odds ratios were similar for serous/poorly differentiated and endometrioid/clear cell tumors, although C18:1 LPC and LPC to PC ratio were suggestively inversely associated, whereas C18:0 SM was suggestively positively associated with risk of endometrioid/clear cell tumors. No individual metabolites were associated with risk when using the permutation-based approach., Conclusions: Elevated levels of circulating SMs 3-23 years before diagnosis were associated with increased risk of ovarian cancer, regardless of histotype, with stronger associations among postmenopausal women. Further studies are required to validate and understand the role of lipid dysregulation in ovarian carcinogenesis., (© The Author(s) 2019. Published by Oxford University Press. All rights reserved. For permissions, please email: journals.permissions@oup.com.)
- Published
- 2020
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31. A Prospective Analysis of Circulating Plasma Metabolites Associated with Ovarian Cancer Risk.
- Author
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Zeleznik OA, Eliassen AH, Kraft P, Poole EM, Rosner BA, Jeanfavre S, Deik AA, Bullock K, Hitchcock DS, Avila-Pacheco J, Clish CB, and Tworoger SS
- Subjects
- Adult, Aged, Biomarkers, Tumor metabolism, Carcinoma, Ovarian Epithelial blood, Carcinoma, Ovarian Epithelial diagnosis, Carcinoma, Ovarian Epithelial metabolism, Case-Control Studies, Female, Follow-Up Studies, Gene Expression Profiling, Humans, Metabolomics, Middle Aged, Ovarian Neoplasms blood, Ovarian Neoplasms diagnosis, Ovarian Neoplasms metabolism, Prospective Studies, Pseudouridine metabolism, Risk Assessment methods, Risk Factors, Triglycerides metabolism, Biomarkers, Tumor blood, Carcinoma, Ovarian Epithelial epidemiology, Ovarian Neoplasms epidemiology, Pseudouridine blood, Triglycerides blood
- Abstract
Ovarian cancer has few known risk factors, hampering identification of high-risk women. We assessed the association of prediagnostic plasma metabolites ( N = 420) with risk of epithelial ovarian cancer, including both borderline and invasive tumors. A total of 252 cases and 252 matched controls from the Nurses' Health Studies were included. Multivariable logistic regression was used to estimate ORs and 95% confidence intervals (CI), comparing the 90th-10th percentile in metabolite levels, using the permutation-based Westfall and Young approach to account for testing multiple correlated hypotheses. Weighted gene coexpression network analysis (WGCNA; n = 10 metabolite modules) and metabolite set enrichment analysis ( n = 23 metabolite classes) were also evaluated. An increase in pseudouridine levels from the 10th to the 90th percentile was associated with a 2.5-fold increased risk of overall ovarian cancer (OR = 2.56; 95% CI, 1.48-4.45; P = 0.001/adjusted P = 0.15); a similar risk estimate was observed for serous/poorly differentiated tumors ( n = 176 cases; comparable OR = 2.38; 95% CI, 1.33-4.32; P = 0.004/adjusted P = 0.55). For nonserous tumors ( n = 34 cases), pseudouridine and C36:2 phosphatidylcholine plasmalogen had the strongest statistical associations (OR = 9.84; 95% CI, 2.89-37.82; P < 0.001/adjusted P = 0.07; and OR = 0.11; 95% CI, 0.03-0.35; P < 0.001/adjusted P = 0.06, respectively). Five WGCNA modules and 9 classes were associated with risk overall at FDR ≤ 0.20. Triacylglycerols (TAG) showed heterogeneity by tumor aggressiveness (case-only heterogeneity P < 0.0001). The TAG association with risk overall and serous tumors differed by acyl carbon content and saturation. In summary, this study suggests that pseudouridine may be a novel risk factor for ovarian cancer and that TAGs may also be important, particularly for rapidly fatal tumors, with associations differing by structural features. SIGNIFICANCE: Pseudouridine represents a potential novel risk factor for ovarian cancer and triglycerides may be important particularly in rapidly fatal ovarian tumors., (©2020 American Association for Cancer Research.)
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- 2020
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32. Growth effects of N-acylethanolamines on gut bacteria reflect altered bacterial abundances in inflammatory bowel disease.
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Fornelos N, Franzosa EA, Bishai J, Annand JW, Oka A, Lloyd-Price J, Arthur TD, Garner A, Avila-Pacheco J, Haiser HJ, Tolonen AC, Porter JA, Clish CB, Sartor RB, Huttenhower C, Vlamakis H, and Xavier RJ
- Subjects
- Animals, Bacteria genetics, Bacteroidetes drug effects, Bacteroidetes isolation & purification, Cohort Studies, Disease Models, Animal, Dysbiosis, Feces microbiology, Female, Gastrointestinal Microbiome genetics, Gastrointestinal Microbiome physiology, Gene Expression Profiling, Humans, Inflammatory Bowel Diseases microbiology, Male, Metagenome, Mice, Mice, Inbred C57BL, Microbiota drug effects, Proteobacteria drug effects, Proteobacteria isolation & purification, Tandem Mass Spectrometry, Whole Genome Sequencing, Bacteria drug effects, Bacteria growth & development, Ethanolamines pharmacology, Gastrointestinal Microbiome drug effects, Inflammatory Bowel Diseases drug therapy
- Abstract
Inflammatory bowel diseases (IBD) are associated with alterations in gut microbial abundances and lumenal metabolite concentrations, but the effects of specific metabolites on the gut microbiota in health and disease remain largely unknown. Here, we analysed the influences of metabolites that are differentially abundant in IBD on the growth and physiology of gut bacteria that are also differentially abundant in IBD. We found that N-acylethanolamines (NAEs), a class of endogenously produced signalling lipids elevated in the stool of IBD patients and a T-cell transfer model of colitis, stimulated growth of species over-represented in IBD and inhibited that of species depleted in IBD in vitro. Using metagenomic sequencing, we recapitulated the effects of NAEs in complex microbial communities ex vivo, with Proteobacteria blooming and Bacteroidetes declining in the presence of NAEs. Metatranscriptomic analysis of the same communities identified components of the respiratory chain as important for the metabolism of NAEs, and this was verified using a mutant deficient for respiratory complex I. In this study, we identified NAEs as a class of metabolites that are elevated in IBD and have the potential to shift gut microbiota towards an IBD-like composition.
- Published
- 2020
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33. Global chemical effects of the microbiome include new bile-acid conjugations.
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Quinn RA, Melnik AV, Vrbanac A, Fu T, Patras KA, Christy MP, Bodai Z, Belda-Ferre P, Tripathi A, Chung LK, Downes M, Welch RD, Quinn M, Humphrey G, Panitchpakdi M, Weldon KC, Aksenov A, da Silva R, Avila-Pacheco J, Clish C, Bae S, Mallick H, Franzosa EA, Lloyd-Price J, Bussell R, Thron T, Nelson AT, Wang M, Leszczynski E, Vargas F, Gauglitz JM, Meehan MJ, Gentry E, Arthur TD, Komor AC, Poulsen O, Boland BS, Chang JT, Sandborn WJ, Lim M, Garg N, Lumeng JC, Xavier RJ, Kazmierczak BI, Jain R, Egan M, Rhee KE, Ferguson D, Raffatellu M, Vlamakis H, Haddad GG, Siegel D, Huttenhower C, Mazmanian SK, Evans RM, Nizet V, Knight R, and Dorrestein PC
- Subjects
- Animals, Bile Acids and Salts metabolism, Cholic Acid biosynthesis, Cholic Acid chemistry, Cholic Acid metabolism, Cystic Fibrosis genetics, Cystic Fibrosis metabolism, Cystic Fibrosis microbiology, Germ-Free Life, Humans, Inflammatory Bowel Diseases genetics, Inflammatory Bowel Diseases metabolism, Inflammatory Bowel Diseases microbiology, Mice, Receptors, Cytoplasmic and Nuclear genetics, Receptors, Cytoplasmic and Nuclear metabolism, Bile Acids and Salts biosynthesis, Bile Acids and Salts chemistry, Metabolomics, Microbiota physiology
- Abstract
A mosaic of cross-phylum chemical interactions occurs between all metazoans and their microbiomes. A number of molecular families that are known to be produced by the microbiome have a marked effect on the balance between health and disease
1-9 . Considering the diversity of the human microbiome (which numbers over 40,000 operational taxonomic units10 ), the effect of the microbiome on the chemistry of an entire animal remains underexplored. Here we use mass spectrometry informatics and data visualization approaches11-13 to provide an assessment of the effects of the microbiome on the chemistry of an entire mammal by comparing metabolomics data from germ-free and specific-pathogen-free mice. We found that the microbiota affects the chemistry of all organs. This included the amino acid conjugations of host bile acids that were used to produce phenylalanocholic acid, tyrosocholic acid and leucocholic acid, which have not previously been characterized despite extensive research on bile-acid chemistry14 . These bile-acid conjugates were also found in humans, and were enriched in patients with inflammatory bowel disease or cystic fibrosis. These compounds agonized the farnesoid X receptor in vitro, and mice gavaged with the compounds showed reduced expression of bile-acid synthesis genes in vivo. Further studies are required to confirm whether these compounds have a physiological role in the host, and whether they contribute to gut diseases that are associated with microbiome dysbiosis.- Published
- 2020
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34. Metabolic Control of Astrocyte Pathogenic Activity via cPLA2-MAVS.
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Chao CC, Gutiérrez-Vázquez C, Rothhammer V, Mayo L, Wheeler MA, Tjon EC, Zandee SEJ, Blain M, de Lima KA, Takenaka MC, Avila-Pacheco J, Hewson P, Liu L, Sanmarco LM, Borucki DM, Lipof GZ, Trauger SA, Clish CB, Antel JP, Prat A, and Quintana FJ
- Subjects
- 1-Deoxynojirimycin analogs & derivatives, 1-Deoxynojirimycin pharmacology, 1-Deoxynojirimycin therapeutic use, Adaptor Proteins, Signal Transducing genetics, Animals, Astrocytes drug effects, Astrocytes pathology, Brain metabolism, Brain pathology, Cells, Cultured, Encephalomyelitis, Autoimmune, Experimental drug therapy, Female, Hexokinase metabolism, Humans, Lactic Acid metabolism, Male, Mice, Mice, Inbred C57BL, NF-kappa B metabolism, Phospholipases A2, Secretory genetics, Adaptor Proteins, Signal Transducing metabolism, Astrocytes metabolism, Encephalomyelitis, Autoimmune, Experimental metabolism, Phospholipases A2, Secretory metabolism
- Abstract
Metabolism has been shown to control peripheral immunity, but little is known about its role in central nervous system (CNS) inflammation. Through a combination of proteomic, metabolomic, transcriptomic, and perturbation studies, we found that sphingolipid metabolism in astrocytes triggers the interaction of the C2 domain in cytosolic phospholipase A2 (cPLA2) with the CARD domain in mitochondrial antiviral signaling protein (MAVS), boosting NF-κB-driven transcriptional programs that promote CNS inflammation in experimental autoimmune encephalomyelitis (EAE) and, potentially, multiple sclerosis. cPLA2 recruitment to MAVS also disrupts MAVS-hexokinase 2 (HK2) interactions, decreasing HK enzymatic activity and the production of lactate involved in the metabolic support of neurons. Miglustat, a drug used to treat Gaucher and Niemann-Pick disease, suppresses astrocyte pathogenic activities and ameliorates EAE. Collectively, these findings define a novel immunometabolic mechanism that drives pro-inflammatory astrocyte activities, outlines a new role for MAVS in CNS inflammation, and identifies candidate targets for therapeutic intervention., (Copyright © 2019 Elsevier Inc. All rights reserved.)
- Published
- 2019
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35. Meta-omics analysis of elite athletes identifies a performance-enhancing microbe that functions via lactate metabolism.
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Scheiman J, Luber JM, Chavkin TA, MacDonald T, Tung A, Pham LD, Wibowo MC, Wurth RC, Punthambaker S, Tierney BT, Yang Z, Hattab MW, Avila-Pacheco J, Clish CB, Lessard S, Church GM, and Kostic AD
- Subjects
- Animals, Exercise, Humans, Mice, Mice, Inbred C57BL, Propionates metabolism, Athletes, Gastrointestinal Microbiome, Lactic Acid metabolism, Metagenomics, Running, Veillonella metabolism
- Abstract
The human gut microbiome is linked to many states of human health and disease
1 . The metabolic repertoire of the gut microbiome is vast, but the health implications of these bacterial pathways are poorly understood. In this study, we identify a link between members of the genus Veillonella and exercise performance. We observed an increase in Veillonella relative abundance in marathon runners postmarathon and isolated a strain of Veillonella atypica from stool samples. Inoculation of this strain into mice significantly increased exhaustive treadmill run time. Veillonella utilize lactate as their sole carbon source, which prompted us to perform a shotgun metagenomic analysis in a cohort of elite athletes, finding that every gene in a major pathway metabolizing lactate to propionate is at higher relative abundance postexercise. Using13 C3 -labeled lactate in mice, we demonstrate that serum lactate crosses the epithelial barrier into the lumen of the gut. We also show that intrarectal instillation of propionate is sufficient to reproduce the increased treadmill run time performance observed with V. atypica gavage. Taken together, these studies reveal that V. atypica improves run time via its metabolic conversion of exercise-induced lactate into propionate, thereby identifying a natural, microbiome-encoded enzymatic process that enhances athletic performance.- Published
- 2019
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36. Bacteroides-Derived Sphingolipids Are Critical for Maintaining Intestinal Homeostasis and Symbiosis.
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Brown EM, Ke X, Hitchcock D, Jeanfavre S, Avila-Pacheco J, Nakata T, Arthur TD, Fornelos N, Heim C, Franzosa EA, Watson N, Huttenhower C, Haiser HJ, Dillow G, Graham DB, Finlay BB, Kostic AD, Porter JA, Vlamakis H, Clish CB, and Xavier RJ
- Subjects
- Animals, Germ-Free Life, Homeostasis drug effects, Inflammatory Bowel Diseases prevention & control, Intestines drug effects, Mice, Bacteroides thetaiotaomicron growth & development, Bacteroides thetaiotaomicron metabolism, Host Microbial Interactions, Intestines microbiology, Intestines physiology, Sphingolipids metabolism, Symbiosis drug effects
- Abstract
Sphingolipids are structural membrane components and important eukaryotic signaling molecules. Sphingolipids regulate inflammation and immunity and were recently identified as the most differentially abundant metabolite in stool from inflammatory bowel disease (IBD) patients. Commensal bacteria from the Bacteroidetes phylum also produce sphingolipids, but the impact of these metabolites on host pathways is largely uncharacterized. To determine whether bacterial sphingolipids modulate intestinal health, we colonized germ-free mice with a sphingolipid-deficient Bacteroides thetaiotaomicron strain. A lack of Bacteroides-derived sphingolipids resulted in intestinal inflammation and altered host ceramide pools in mice. Using lipidomic analysis, we described a sphingolipid biosynthesis pathway and revealed a variety of Bacteroides-derived sphingolipids including ceramide phosphoinositol and deoxy-sphingolipids. Annotating Bacteroides sphingolipids in an IBD metabolomic dataset revealed lower abundances in IBD and negative correlations with inflammation and host sphingolipid production. These data highlight the role of bacterial sphingolipids in maintaining homeostasis and symbiosis in the gut., (Copyright © 2019 Elsevier Inc. All rights reserved.)
- Published
- 2019
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37. Multi-omics of the gut microbial ecosystem in inflammatory bowel diseases.
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Lloyd-Price J, Arze C, Ananthakrishnan AN, Schirmer M, Avila-Pacheco J, Poon TW, Andrews E, Ajami NJ, Bonham KS, Brislawn CJ, Casero D, Courtney H, Gonzalez A, Graeber TG, Hall AB, Lake K, Landers CJ, Mallick H, Plichta DR, Prasad M, Rahnavard G, Sauk J, Shungin D, Vázquez-Baeza Y, White RA 3rd, Braun J, Denson LA, Jansson JK, Knight R, Kugathasan S, McGovern DPB, Petrosino JF, Stappenbeck TS, Winter HS, Clish CB, Franzosa EA, Vlamakis H, Xavier RJ, and Huttenhower C
- Subjects
- Animals, Fungi pathogenicity, Gastrointestinal Microbiome immunology, Health, Humans, Inflammatory Bowel Diseases immunology, Inflammatory Bowel Diseases therapy, Inflammatory Bowel Diseases virology, Phylogeny, Species Specificity, Transcriptome, Viruses pathogenicity, Gastrointestinal Microbiome genetics, Inflammatory Bowel Diseases microbiology
- Abstract
Inflammatory bowel diseases, which include Crohn's disease and ulcerative colitis, affect several million individuals worldwide. Crohn's disease and ulcerative colitis are complex diseases that are heterogeneous at the clinical, immunological, molecular, genetic, and microbial levels. Individual contributing factors have been the focus of extensive research. As part of the Integrative Human Microbiome Project (HMP2 or iHMP), we followed 132 subjects for one year each to generate integrated longitudinal molecular profiles of host and microbial activity during disease (up to 24 time points each; in total 2,965 stool, biopsy, and blood specimens). Here we present the results, which provide a comprehensive view of functional dysbiosis in the gut microbiome during inflammatory bowel disease activity. We demonstrate a characteristic increase in facultative anaerobes at the expense of obligate anaerobes, as well as molecular disruptions in microbial transcription (for example, among clostridia), metabolite pools (acylcarnitines, bile acids, and short-chain fatty acids), and levels of antibodies in host serum. Periods of disease activity were also marked by increases in temporal variability, with characteristic taxonomic, functional, and biochemical shifts. Finally, integrative analysis identified microbial, biochemical, and host factors central to this dysregulation. The study's infrastructure resources, results, and data, which are available through the Inflammatory Bowel Disease Multi'omics Database ( http://ibdmdb.org ), provide the most comprehensive description to date of host and microbial activities in inflammatory bowel diseases.
- Published
- 2019
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38. Author Correction: Gut microbiome structure and metabolic activity in inflammatory bowel disease.
- Author
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Franzosa EA, Sirota-Madi A, Avila-Pacheco J, Fornelos N, Haiser HJ, Reinker S, Vatanen T, Hall AB, Mallick H, McIver LJ, Sauk JS, Wilson RG, Stevens BW, Scott JM, Pierce K, Deik AA, Bullock K, Imhann F, Porter JA, Zhernakova A, Fu J, Weersma RK, Wijmenga C, Clish CB, Vlamakis H, Huttenhower C, and Xavier RJ
- Abstract
In the Supplementary Tables 2, 4 and 6 originally published with this Article, the authors mistakenly included sample identifiers in the form of UMCGs rather than UMCG IBDs in the validation cohort; this has now been amended.
- Published
- 2019
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39. Gut microbiome structure and metabolic activity in inflammatory bowel disease.
- Author
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Franzosa EA, Sirota-Madi A, Avila-Pacheco J, Fornelos N, Haiser HJ, Reinker S, Vatanen T, Hall AB, Mallick H, McIver LJ, Sauk JS, Wilson RG, Stevens BW, Scott JM, Pierce K, Deik AA, Bullock K, Imhann F, Porter JA, Zhernakova A, Fu J, Weersma RK, Wijmenga C, Clish CB, Vlamakis H, Huttenhower C, and Xavier RJ
- Subjects
- Biodiversity, Biomarkers metabolism, Colitis, Ulcerative immunology, Colitis, Ulcerative metabolism, Colitis, Ulcerative microbiology, Crohn Disease immunology, Crohn Disease metabolism, Crohn Disease microbiology, Feces chemistry, Feces microbiology, Humans, Inflammation metabolism, Inflammation microbiology, Inflammatory Bowel Diseases immunology, Leukocyte L1 Antigen Complex analysis, Metabolome, Metagenome, Gastrointestinal Microbiome genetics, Gastrointestinal Microbiome immunology, Inflammatory Bowel Diseases metabolism, Inflammatory Bowel Diseases microbiology
- Abstract
The inflammatory bowel diseases (IBDs), which include Crohn's disease (CD) and ulcerative colitis (UC), are multifactorial chronic conditions of the gastrointestinal tract. While IBD has been associated with dramatic changes in the gut microbiota, changes in the gut metabolome-the molecular interface between host and microbiota-are less well understood. To address this gap, we performed untargeted metabolomic and shotgun metagenomic profiling of cross-sectional stool samples from discovery (n = 155) and validation (n = 65) cohorts of CD, UC and non-IBD control patients. Metabolomic and metagenomic profiles were broadly correlated with faecal calprotectin levels (a measure of gut inflammation). Across >8,000 measured metabolite features, we identified chemicals and chemical classes that were differentially abundant in IBD, including enrichments for sphingolipids and bile acids, and depletions for triacylglycerols and tetrapyrroles. While > 50% of differentially abundant metabolite features were uncharacterized, many could be assigned putative roles through metabolomic 'guilt by association' (covariation with known metabolites). Differentially abundant species and functions from the metagenomic profiles reflected adaptation to oxidative stress in the IBD gut, and were individually consistent with previous findings. Integrating these data, however, we identified 122 robust associations between differentially abundant species and well-characterized differentially abundant metabolites, indicating possible mechanistic relationships that are perturbed in IBD. Finally, we found that metabolome- and metagenome-based classifiers of IBD status were highly accurate and, like the vast majority of individual trends, generalized well to the independent validation cohort. Our findings thus provide an improved understanding of perturbations of the microbiome-metabolome interface in IBD, including identification of many potential diagnostic and therapeutic targets.
- Published
- 2019
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40. Cerebral tryptophan metabolism and outcome of tuberculous meningitis: an observational cohort study.
- Author
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van Laarhoven A, Dian S, Aguirre-Gamboa R, Avila-Pacheco J, Ricaño-Ponce I, Ruesen C, Annisa J, Koeken VACM, Chaidir L, Li Y, Achmad TH, Joosten LAB, Notebaart RA, Ruslami R, Netea MG, Verbeek MM, Alisjahbana B, Kumar V, Clish CB, Ganiem AR, and van Crevel R
- Subjects
- Adult, Cohort Studies, Female, Genetic Predisposition to Disease, Genotype, Humans, Male, Metabolome, Young Adult, Tryptophan metabolism, Tuberculosis, Meningeal metabolism, Tuberculosis, Meningeal mortality
- Abstract
Background: Immunopathology contributes to the high mortality of tuberculous meningitis, but the biological pathways involved are mostly unknown. We aimed to compare cerebrospinal fluid (CSF) and serum metabolomes of patients with tuberculous meningitis with that of controls without tuberculous meningitis, and assess the link between metabolite concentrations and mortality., Methods: In this observational cohort study at the Hasan Sadikin Hospital (Bandung, Indonesia) we measured 425 metabolites using liquid chromatography-mass spectrometry in CSF and serum from 33 HIV-negative Indonesian patients with confirmed or probable tuberculous meningitis and 22 control participants with complete clinical data between March 12, 2009, and Oct 27, 2013. Associations of metabolite concentrations with survival were validated in a second cohort of 101 patients from the same centre. Genome-wide single nucleotide polymorphism typing was used to identify tryptophan quantitative trait loci, which were used for survival analysis in a third cohort of 285 patients., Findings: Concentrations of 250 (70%) of 351 metabolites detected in CSF were higher in patients with tuberculous meningitis than in controls, especially in those who died during follow-up. Only five (1%) of the 390 metobolites detected in serum differed between patients with tuberculous meningitis and controls. CSF tryptophan concentrations showed a pattern different from most other CSF metabolites; concentrations were lower in patients who survived compared with patients who died (9-times) and to controls (31-times). The association of low CSF tryptophan with patient survival was confirmed in the validation cohort (hazard ratio 0·73; 95% CI 0·64-0·83; p<0·0001; per each halving). 11 genetic loci predictive for CSF tryptophan concentrations in tuberculous meningitis were identified (p<0·00001). These quantitative trait loci predicted survival in a third cohort of 285 HIV-negative patients in a prognostic index including age and sex, also after correction for possible confounders (p=0·0083)., Interpretation: Cerebral tryptophan metabolism, which is known to affect Mycobacterium tuberculosis growth and CNS inflammation, is important for the outcome of tuberculous meningitis. CSF tryptophan concentrations in tuberculous meningitis are under strong genetic influence, probably contributing to the variable outcomes of tuberculous meningitis. Interventions targeting tryptophan metabolism could improve outcomes of tuberculous meningitis., Funding: Royal Dutch Academy of Arts and Sciences; Netherlands Foundation for Scientific Research; Radboud University; National Academy of Sciences; Ministry of Research, Technology, and Higher Education, Indonesia; European Research Council; and PEER-Health., (Copyright © 2018 Elsevier Ltd. All rights reserved.)
- Published
- 2018
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41. Diet, Genetics, and the Gut Microbiome Drive Dynamic Changes in Plasma Metabolites.
- Author
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Fujisaka S, Avila-Pacheco J, Soto M, Kostic A, Dreyfuss JM, Pan H, Ussar S, Altindis E, Li N, Bry L, Clish CB, and Kahn CR
- Subjects
- Animals, Humans, Mice, Obesity pathology, Diet, High-Fat methods, Gastrointestinal Microbiome genetics, Metabolomics methods, Obesity genetics
- Abstract
Diet, genetics, and the gut microbiome are determinants of metabolic status, in part through production of metabolites by the gut microbiota. To understand the mechanisms linking these factors, we performed LC-MS-based metabolomic analysis of cecal contents and plasma from C57BL/6J, 129S1/SvImJ, and 129S6/SvEvTac mice on chow or a high-fat diet (HFD) and HFD-treated with vancomycin or metronidazole. Prediction of the functional metagenome of gut bacteria by PICRUSt analysis of 16S sequences revealed dramatic differences in microbial metabolism. Cecal and plasma metabolites showed multifold differences reflecting the combined and integrated effects of diet, antibiotics, host background, and the gut microbiome. Eighteen plasma metabolites correlated positively or negatively with host insulin resistance across strains and diets. Over 1,000 still-unidentified metabolite peaks were also highly regulated by diet, antibiotics, and genetic background. Thus, diet, host genetics, and the gut microbiota interact to create distinct responses in plasma metabolites, which can contribute to regulation of metabolism and insulin resistance., (Copyright © 2018 The Authors. Published by Elsevier Inc. All rights reserved.)
- Published
- 2018
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42. Identifying therapeutic targets by combining transcriptional data with ordinal clinical measurements.
- Author
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Pirhaji L, Milani P, Dalin S, Wassie BT, Dunn DE, Fenster RJ, Avila-Pacheco J, Greengard P, Clish CB, Heiman M, Lo DC, and Fraenkel E
- Subjects
- Aldehyde-Lyases antagonists & inhibitors, Aldehyde-Lyases metabolism, Animals, Case-Control Studies, Cohort Studies, Humans, Huntington Disease metabolism, Huntington Disease physiopathology, Male, Mice, Neostriatum cytology, Phenotype, Aldehyde-Lyases genetics, Huntington Disease genetics, Neural Stem Cells metabolism
- Abstract
The immense and growing repositories of transcriptional data may contain critical insights for developing new therapies. Current approaches to mining these data largely rely on binary classifications of disease vs. control, and are not able to incorporate measures of disease severity. We report an analytical approach to integrate ordinal clinical information with transcriptomics. We apply this method to public data for a large cohort of Huntington's disease patients and controls, identifying and prioritizing phenotype-associated genes. We verify the role of a high-ranked gene in dysregulation of sphingolipid metabolism in the disease and demonstrate that inhibiting the enzyme, sphingosine-1-phosphate lyase 1 (SPL), has neuroprotective effects in Huntington's disease models. Finally, we show that one consequence of inhibiting SPL is intracellular inhibition of histone deacetylases, thus linking our observations in sphingolipid metabolism to a well-characterized Huntington's disease pathway. Our approach is easily applied to any data with ordinal clinical measurements, and may deepen our understanding of disease processes.Identifying gene subsets affecting disease phenotypes from transcriptome data is challenge. Here, the authors develop a method that combines transcriptional data with disease ordinal clinical measurements to discover a sphingolipid metabolism regulator involving in Huntington's disease progression.
- Published
- 2017
- Full Text
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43. Revealing disease-associated pathways by network integration of untargeted metabolomics.
- Author
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Pirhaji L, Milani P, Leidl M, Curran T, Avila-Pacheco J, Clish CB, White FM, Saghatelian A, and Fraenkel E
- Subjects
- Databases, Protein, Fatty Acids metabolism, Humans, Machine Learning, Metabolomics instrumentation, Sphingolipids metabolism, Steroids metabolism, Algorithms, Huntington Disease metabolism, Metabolic Networks and Pathways, Metabolomics methods, Neural Networks, Computer
- Abstract
Uncovering the molecular context of dysregulated metabolites is crucial to understand pathogenic pathways. However, their system-level analysis has been limited owing to challenges in global metabolite identification. Most metabolite features detected by untargeted metabolomics carried out by liquid-chromatography-mass spectrometry cannot be uniquely identified without additional, time-consuming experiments. We report a network-based approach, prize-collecting Steiner forest algorithm for integrative analysis of untargeted metabolomics (PIUMet), that infers molecular pathways and components via integrative analysis of metabolite features, without requiring their identification. We demonstrated PIUMet by analyzing changes in metabolism of sphingolipids, fatty acids and steroids in a Huntington's disease model. Additionally, PIUMet enabled us to elucidate putative identities of altered metabolite features in diseased cells, and infer experimentally undetected, disease-associated metabolites and dysregulated proteins. Finally, we established PIUMet's ability for integrative analysis of untargeted metabolomics data with proteomics data, demonstrating that this approach elicits disease-associated metabolites and proteins that cannot be inferred by individual analysis of these data., Competing Interests: The authors declare competing financial interests: details accompany the online version of the paper. COMPETING FINANCIAL INTERESTS Declaration L.P. and E.F. are co-founders of ReviveMed, Inc., and have filed a provisional patent based on the work described here (Application number: 62/203,292).
- Published
- 2016
- Full Text
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