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Daniels VC, Monaco MH, Hirvonen J, Ouwehand AC, Jensen HM, Mukerjea R, Christensen N, Lehtinen MJ, Dilger RN, Donovan SM. Interactions between the human milk oligosaccharide 2'-fucosyllactose and Bifidobacterium longum subspecies infantis in influencing systemic immune development and function in piglets. Front Nutr 2024; 11:1444594. [PMID: 39525504 PMCID: PMC11543533 DOI: 10.3389/fnut.2024.1444594] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Accepted: 09/30/2024] [Indexed: 11/16/2024] Open
Abstract
Introduction The oligosaccharide 2'-fucosyllactose (2'-FL) is a predominant component of human milk, serving as a prebiotic for gut microbiota and influencing immune development in infants. Bifidobacterium longum subspecies infantis (B. infantis) is a commensal bacterium found in breastfed infants. Both 2'-FL and a specific strain of B. infantis, Bi-26™, are commercially available. This study investigates the potential synbiotic relationship between 2'-FL and Bi-26™ on immune development. Methods Two-day-old piglets (n = 53) were randomized in a 2 × 2 design, receiving either a commercial milk replacer ad libitum without (CON) or with 1.0 g/L 2'-FL (FL). Piglets in each diet were further randomized to receive either glycerol stock alone or Bi-26™ (109 CFU) (BI and FLBI) orally once daily. On postnatal day (PND) 34/35, animals were euthanized, and blood was collected for serum cytokine analysis. Additionally, peripheral blood mononuclear cells (PBMCs) were isolated for ex vivo stimulation and flow cytometry analysis. Serum and ex vivo cytokines were analyzed using a multivariate model. All other outcomes were analyzed using a two-way ANOVA, considering prebiotic and probiotic fixed effects. The significance level was set at a p value <0.05, with trends reported for 0.05 < p < 0.1. Results Immune cell populations in PBMCs were unaffected by the experimental treatment. However, serum interleukin (IL)-1RA, IL-1β, IL-12, and IL-18 were all higher (p < 0.05) in the FL group than in the CON group. In isolated PBMCs, lipopolysaccharide (LPS) stimulation resulted in higher IL-1RA and a trend for higher IFN-γ secretion in the FL group vs. the CON group. Conclusion 2'-FL stimulates a balanced cytokine profile in healthy piglets without changing immune cell populations. When immune cells are stimulated ex vivo with LPS, 2'-FL primes T-cells for a proinflammatory response, which is moderated by co-administration of Bi-26™.
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Affiliation(s)
- Victoria C. Daniels
- Division of Nutritional Sciences, University of Illinois, Urbana, IL, United States
| | - Marcia H. Monaco
- Department of Food Science and Human Nutrition, University of Illinois, Urbana, IL, United States
| | | | | | | | - Ratna Mukerjea
- IFF Health and Biosciences, Saint Louis, MO, United States
| | | | | | - Ryan N. Dilger
- Division of Nutritional Sciences, University of Illinois, Urbana, IL, United States
- Department of Animal Sciences, University of Illinois, Urbana, IL, United States
| | - Sharon M. Donovan
- Division of Nutritional Sciences, University of Illinois, Urbana, IL, United States
- Department of Food Science and Human Nutrition, University of Illinois, Urbana, IL, United States
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Bulondo F, Babensee JE. Optimization of Interleukin-10 incorporation for dendritic cells embedded in Poly(ethylene glycol) hydrogels. J Biomed Mater Res A 2024; 112:1317-1336. [PMID: 38562052 DOI: 10.1002/jbm.a.37714] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Revised: 03/19/2024] [Accepted: 03/22/2024] [Indexed: 04/04/2024]
Abstract
Translational research in biomaterials and immunoengineering is leading to the development of novel advanced therapeutics to treat diseases such as cancer, autoimmunity, and viral infections. Dendritic cells (DCs) are at the center of these therapeutics given that they bridge innate and adaptive immunity. The biomaterial system developed herein uses a hydrogel carrier to deliver immunomodulatory DCs for amelioration of autoimmunity. This biomaterial vehicle is comprised of a poly (ethylene glycol)-4 arm maleimide (PEG-4MAL) hydrogels, conjugated with the immunosuppressive cytokine, interleukin-10, IL-10, and cross-linked with a collagenase-degradable peptide sequence for the injectable delivery of immunosuppressive DCs to an anatomical disease-relevant site of the cervical lymph nodes, for intended application to treat multiple sclerosis. The amount of IL-10 incorporated in the hydrogel was optimized to be 500 ng in vitro, based on immunological endpoints. At this concentration, DCs exhibited the best viability, most immunosuppressive phenotype, and protection against proinflammatory insult as compared with hydrogel-incorporated DCs with lower IL-10 loading amounts. Additionally, the effect of the degradability of the PEG-4MAL hydrogel on the release rate of incorporated IL-10 was assessed by varying the ratio of degradable peptides: VPM (degradable) and DTT (nondegradable) and measuring the IL-10 release rates. This IL-10-conjugated hydrogel delivery system for immunosuppressive DCs is set to be assessed for in vivo functionality as the immunosuppressive cytokine provides a tolerogenic environment that keeps DCs in their immature phenotype, which consequently enhances cell viability and optimizes the system's immunomodulatory functionality.
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Affiliation(s)
- Fredrick Bulondo
- Parker H. Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, Atlanta, Georgia, USA
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, Georgia, USA
- Department of Biomedical Sciences and Engineering, Mbarara University of Science and Technology, Mbarara, Uganda
| | - Julia E Babensee
- Parker H. Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, Atlanta, Georgia, USA
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, Georgia, USA
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Bu Y, Burks J, Yang K, Prince J, Borna A, Coe CL, Simmons A, Tu XM, Baker D, Kimball D, Rao R, Shah V, Huang M, Schwindt P, Coleman TP, Lerman I. Non-invasive ventral cervical magnetoneurography as a proxy of in vivo lipopolysaccharide-induced inflammation. Commun Biol 2024; 7:893. [PMID: 39075164 PMCID: PMC11286963 DOI: 10.1038/s42003-024-06435-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Accepted: 06/10/2024] [Indexed: 07/31/2024] Open
Abstract
Maintenance of autonomic homeostasis is continuously calibrated by sensory fibers of the vagus nerve and sympathetic chain that convey compound action potentials (CAPs) to the central nervous system. Lipopolysaccharide (LPS) intravenous challenge reliably elicits a robust inflammatory response that can resemble systemic inflammation and acute endotoxemia. Here, we administered LPS intravenously in nine healthy subjects while recording ventral cervical magnetoneurography (vcMNG)-derived CAPs at the rostral Right Nodose Ganglion (RNG) and the caudal Right Carotid Artery (RCA) with optically pumped magnetometers (OPM). We observed vcMNG RNG and RCA neural firing rates that tracked changes in TNF-α levels in the systemic circulation. Further, endotype subgroups based on high and low IL-6 responders segregate RNG CAP frequency (at 30-120 min) and based on high and low IL-10 response discriminate RCA CAP frequency (at 0-30 min). These vcMNG tools may enhance understanding and management of the neuroimmune axis that can guide personalized treatment based on an individual's distinct endophenotype.
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Affiliation(s)
- Yifeng Bu
- Department of Electrical and Computer Engineering, University of California San Diego, La Jolla, CA, 92093, USA
| | - Jamison Burks
- Department of Bioengineering, University of California San Diego, La Jolla, CA, 92093, USA
| | - Kun Yang
- Division of Biostatistics and Bioinformatics, University of California San Diego, La Jolla, CA, 92093, USA
| | - Jacob Prince
- Department of Bioengineering, University of California San Diego, La Jolla, CA, 92093, USA
| | - Amir Borna
- Quantum Information Sciences, Sandia National Laboratories, Albuquerque, NM, 87123, USA
| | - Christopher L Coe
- Department of Psychology, University of Wisconsin-Madison, Madison, WI, 53706, USA
| | - Alan Simmons
- Center for Stress and Mental Health (CESAMH) VA San Diego, La Jolla, CA, 92093, USA
- Department of Psychiatry, University of California San Diego, La Jolla, CA, 92093, USA
| | - Xin M Tu
- Division of Biostatistics and Bioinformatics, University of California San Diego, La Jolla, CA, 92093, USA
| | - Dewleen Baker
- Center for Stress and Mental Health (CESAMH) VA San Diego, La Jolla, CA, 92093, USA
- Department of Psychiatry, University of California San Diego, La Jolla, CA, 92093, USA
| | - Donald Kimball
- Department of Electrical and Computer Engineering, University of California San Diego, La Jolla, CA, 92093, USA
| | - Ramesh Rao
- Department of Electrical and Computer Engineering, University of California San Diego, La Jolla, CA, 92093, USA
| | - Vishal Shah
- Quspin Laboratory Head Quarters, Boulder, CO, 80305, USA
| | - Mingxiong Huang
- Department of Electrical and Computer Engineering, University of California San Diego, La Jolla, CA, 92093, USA
- Department of Radiology, University of California San Diego, La Jolla, CA, 92093, USA
| | - Peter Schwindt
- Quantum Information Sciences, Sandia National Laboratories, Albuquerque, NM, 87123, USA
| | - Todd P Coleman
- Department of Electrical and Computer Engineering, University of California San Diego, La Jolla, CA, 92093, USA
- Department of Bioengineering, Stanford University, Stanford, CA, 94305, USA
| | - Imanuel Lerman
- Department of Electrical and Computer Engineering, University of California San Diego, La Jolla, CA, 92093, USA.
- Center for Stress and Mental Health (CESAMH) VA San Diego, La Jolla, CA, 92093, USA.
- InflammaSense Incorporated Head Quarters, La Jolla, CA, 92093, USA.
- Department of Anesthesiology, University of California San Diego, La Jolla, CA, 92093, USA.
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Portmann K, Linder A, Eyer K. Stimulation-induced cytokine polyfunctionality as a dynamic concept. eLife 2024; 12:RP89781. [PMID: 39018359 PMCID: PMC11254380 DOI: 10.7554/elife.89781] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/19/2024] Open
Abstract
Cytokine polyfunctionality is a well-established concept in immune cells, especially T cells, and their ability to concurrently produce multiple cytokines has been associated with better immunological disease control and subsequent effectiveness during infection and disease. To date, only little is known about the secretion dynamics of those cells, masked by the widespread deployment of mainly time-integrated endpoint measurement techniques that do not easily differentiate between concurrent and sequential secretion. Here, we employed a single-cell microfluidic platform capable of resolving the secretion dynamics of individual PBMCs. To study the dynamics of poly-cytokine secretion, as well as the dynamics of concurrent and sequential polyfunctionality, we analyzed the response at different time points after ex vivo activation. First, we observed the simultaneous secretion of cytokines over the measurement time for most stimulants in a subpopulation of cells only. Second, polyfunctionality generally decreased with prolonged stimulation times and revealed no correlation with the concentration of secreted cytokines in response to stimulation. However, we observed a general trend towards higher cytokine secretion in polyfunctional cells, with their secretion dynamics being distinctly different from mono-cytokine-secreting cells. This study provided insights into the distinct secretion behavior of heterogenous cell populations after stimulation with well-described agents and such a system could provide a better understanding of various immune dynamics in therapy and disease.
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Affiliation(s)
- Kevin Portmann
- Laboratory for Functional Immune Repertoire Analysis, Institute of Pharmaceutical Sciences, Department of Chemistry and Applied Biosciences, ETH ZurichZurichSwitzerland
| | - Aline Linder
- Laboratory for Functional Immune Repertoire Analysis, Institute of Pharmaceutical Sciences, Department of Chemistry and Applied Biosciences, ETH ZurichZurichSwitzerland
| | - Klaus Eyer
- Laboratory for Functional Immune Repertoire Analysis, Institute of Pharmaceutical Sciences, Department of Chemistry and Applied Biosciences, ETH ZurichZurichSwitzerland
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Romero-Carramiñana I, Dominguez-Zorita S, Esparza-Moltó PB, Cuezva JM. Ablation of Atp5if1 impairs metabolic reprogramming and proliferation of T lymphocytes and compromises mouse survival. iScience 2024; 27:109863. [PMID: 38799559 PMCID: PMC11126974 DOI: 10.1016/j.isci.2024.109863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Revised: 03/06/2024] [Accepted: 04/27/2024] [Indexed: 05/29/2024] Open
Abstract
T cells experience metabolic reprogramming to an enhanced glycolysis upon activation. Herein, we have investigated whether ATPase Inhibitory Factor 1 (IF1), the physiological inhibitor of mitochondrial ATP synthase, participates in rewiring T cells to a particular metabolic phenotype. We show that the activation of naive CD4+ T lymphocytes both in vitro and in vivo is accompanied by a sharp upregulation of IF1, which is expressed only in Th1 effector cells. T lymphocytes of conditional CD4+-IF1-knockout mice display impaired glucose uptake and flux through glycolysis, reducing the biogenesis of mitochondria and cellular proliferation after activation. Consequently, mice devoid of IF1 in T lymphocytes cannot mount an effective Th1 response against bacterial infection compromising their survival. Overall, we show that the inhibition of a fraction of ATP synthase by IF1 regulates metabolic reprogramming and functionality of T cells, highlighting the essential role of IF1 in adaptive immune responses.
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Affiliation(s)
- Inés Romero-Carramiñana
- Departamento de Biología Molecular, Centro de Biología Molecular Severo Ochoa, Consejo Superior de Investigaciones Científicas-Universidad Autónoma de Madrid (CSIC-UAM), 28049 Madrid, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER) ISCIII, Madrid, Spain
- Instituto de Investigación Hospital 12 de Octubre, Universidad Autónoma de Madrid, Madrid, Spain
| | - Sonia Dominguez-Zorita
- Departamento de Biología Molecular, Centro de Biología Molecular Severo Ochoa, Consejo Superior de Investigaciones Científicas-Universidad Autónoma de Madrid (CSIC-UAM), 28049 Madrid, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER) ISCIII, Madrid, Spain
- Instituto de Investigación Hospital 12 de Octubre, Universidad Autónoma de Madrid, Madrid, Spain
| | - Pau B. Esparza-Moltó
- Departamento de Biología Molecular, Centro de Biología Molecular Severo Ochoa, Consejo Superior de Investigaciones Científicas-Universidad Autónoma de Madrid (CSIC-UAM), 28049 Madrid, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER) ISCIII, Madrid, Spain
- Instituto de Investigación Hospital 12 de Octubre, Universidad Autónoma de Madrid, Madrid, Spain
| | - José M. Cuezva
- Departamento de Biología Molecular, Centro de Biología Molecular Severo Ochoa, Consejo Superior de Investigaciones Científicas-Universidad Autónoma de Madrid (CSIC-UAM), 28049 Madrid, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER) ISCIII, Madrid, Spain
- Instituto de Investigación Hospital 12 de Octubre, Universidad Autónoma de Madrid, Madrid, Spain
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6
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Atwater AQ, Castanon-Cervantes O. Uncovering Novel Biomarkers of Inflammation as Potential Screening Targets of Disease Risk in Healthcare Shift Workers: A Pilot Study. INTERNATIONAL JOURNAL OF NURSING AND HEALTH CARE RESEARCH 2023; 6:1466. [PMID: 37886726 PMCID: PMC10601993 DOI: 10.29011/2688-9501.101466] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/28/2023]
Abstract
Shift work, experienced by nearly 30% of the U.S. workforce, is hazardous to health and has become a pervasive labor practice in the healthcare sector worldwide. It increases the risk of stroke, diabetes, cancer, and cardiovascular disease. Nonetheless, specific screening targets for shift workers still need to be defined. In this study, we have begun uncovering these targets as specific low-grade systemic inflammation markers and functional endotoxin-elicited responses that may foreshadow disease risk in shift workers. One hundred four participants (normothermic and normotensive) were healthy, non-smoking, and drug- and medication-free volunteers recruited from Atlanta area hospitals and medical schools. We assessed the concentration of three proteins in plasma samples from day workers and shift workers (lipopolysaccharide-binding protein, IL-10, and TNF-α), and the relationship between these baseline biomarkers and their response to an ex-vivo endotoxin challenge. We show that shift work increases low-grade systemic inflammation and disrupts discrete endotoxin responses. As shift work exposure increases, the correlation between low-grade systemic inflammation markers and their endotoxin responses was disrupted; this effect was more robust for TNF-α than for IL-10. With increased shift work exposure, these events, alone or combined, represent potential systemic and functional signals that may be harnessed to develop screening tools to identify at-risk individuals.
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Affiliation(s)
- Aisha Q Atwater
- Department of Neurobiology and Neuroscience Institute, Morehouse School of Medicine; Atlanta, GA. USA
| | - Oscar Castanon-Cervantes
- Department of Neurobiology and Neuroscience Institute, Morehouse School of Medicine; Atlanta, GA. USA
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7
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Skorobogatov K, Autier V, Foiselle M, Richard JR, Boukouaci W, Wu CL, Raynal S, Carbonne C, Laukens K, Meysman P, Coppens V, le Corvoisier P, Barau C, De Picker L, Morrens M, Tamouza R, Leboyer M. Kynurenine pathway abnormalities are state-specific but not diagnosis-specific in schizophrenia and bipolar disorder. Brain Behav Immun Health 2023; 27:100584. [PMID: 36685639 PMCID: PMC9852293 DOI: 10.1016/j.bbih.2022.100584] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2022] [Accepted: 12/29/2022] [Indexed: 01/04/2023] Open
Abstract
Schizophrenia (SCZ) and bipolar disorder (BD) are associated with immunological dysfunctions that have been hypothesized to lead to clinical symptomatology in particular through kynurenine pathway abnormalities. The aim of this study was thus to investigate the impact of serum kynurenine metabolite levels on diagnosis, clinical state, symptom severity and clinical course in a large French transdiagnostic cohort of SCZ and BD patients. Four patient groups (total n = 507) were included in a cross-sectional observational study: 1) hospitalized acute bipolar patients (n = 205); 2) stable bipolar outpatients (n = 116); 3) hospitalized acute schizophrenia patients (n = 111) and 4) stable schizophrenia outpatients (n = 75), in addition to healthy controls (HC) (n = 185). The quantitative determination of serum kynurenine metabolites was performed using liquid chromatography-tandem mass spectrometry. Kynurenine levels were lower in all patients combined compared to HC while ANCOVA analyses did not reveal inter-diagnostic difference between SCZ and BD. Interestingly, hospitalized patients of both diagnostic groups combined displayed significantly lower kynurenine levels than stabilized outpatients. Psychotic symptoms were associated with lower quinaldic acid (F = 9.18, p=<.001), which is KAT-driven, whereas a longer duration of illness contributed to abnormalities in tryptophan (F = 5.41, p = .023), kynurenine (F = 16.93, p=<.001), xanthurenic acid (F = 9.34, p = .002), quinolinic acid (F = 9.18, p = .003) and picolinic acid (F = 4.15, p = .043), metabolized through the KMO-branch. These data confirm illness state rather than diagnosis to drive KP alterations in SCZ and BD. Lower levels of KP metabolites can thus be viewed as a transdiagnostic feature of SCZ and BD, independently associated with acute symptomatology and a longer duration of illness. Quinaldic acid has seldomly been investigated by previous studies and appears an important state marker in SCZ and BD. As serum samples are used in this study, it is not possible to extrapolate these findings to the brain.
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Affiliation(s)
- Katrien Skorobogatov
- Scientific Initiative for Neuropsychiatric and Psychopharmacological Studies (SINAPS), University Psychiatric Hospital Campus Duffel (UPCD), Duffel, Belgium
- Collaborative Antwerp Psychiatric Research Institute (CAPRI), University of Antwerp, Antwerp, Belgium
| | | | - Marianne Foiselle
- Université Paris Est Creteil, Inserm U955, IMRB Translational Neuropsychiatry Laboratory, Creteil, France
- AP-HP, Hôpitaux Universitaires H Mondor, DMU IMPACT, FHU ADAPT, Créteil, France
- Fondation FondaMental, Creteil, France
| | - Jean-Romain Richard
- Université Paris Est Creteil, Inserm U955, IMRB Translational Neuropsychiatry Laboratory, Creteil, France
- AP-HP, Hôpitaux Universitaires H Mondor, DMU IMPACT, FHU ADAPT, Créteil, France
- Fondation FondaMental, Creteil, France
| | - Wahid Boukouaci
- Université Paris Est Creteil, Inserm U955, IMRB Translational Neuropsychiatry Laboratory, Creteil, France
- AP-HP, Hôpitaux Universitaires H Mondor, DMU IMPACT, FHU ADAPT, Créteil, France
- Fondation FondaMental, Creteil, France
| | - Ching-Lien Wu
- Université Paris Est Creteil, Inserm U955, IMRB Translational Neuropsychiatry Laboratory, Creteil, France
- AP-HP, Hôpitaux Universitaires H Mondor, DMU IMPACT, FHU ADAPT, Créteil, France
- Fondation FondaMental, Creteil, France
| | | | | | - Kris Laukens
- Biomedical Informatics Research Center Antwerp (BIOMINA), University of Antwerp/Antwerp University Hospital, Antwerp, Belgium
- Department of Mathematics and Computer Science, University of Antwerp, Antwerp, Belgium
| | - Pieter Meysman
- Biomedical Informatics Research Center Antwerp (BIOMINA), University of Antwerp/Antwerp University Hospital, Antwerp, Belgium
- Department of Mathematics and Computer Science, University of Antwerp, Antwerp, Belgium
| | - Violette Coppens
- Scientific Initiative for Neuropsychiatric and Psychopharmacological Studies (SINAPS), University Psychiatric Hospital Campus Duffel (UPCD), Duffel, Belgium
- Collaborative Antwerp Psychiatric Research Institute (CAPRI), University of Antwerp, Antwerp, Belgium
| | - Philippe le Corvoisier
- Inserm, Centre d'Investigation Clinique 1430, AP-HP, Hôpital Henri Mondor, Université Paris Est Créteil, Créteil, France
| | - Caroline Barau
- Plateforme de Ressources Biologiques, HU Henri Mondor, F94010, France
| | - Livia De Picker
- Scientific Initiative for Neuropsychiatric and Psychopharmacological Studies (SINAPS), University Psychiatric Hospital Campus Duffel (UPCD), Duffel, Belgium
- Collaborative Antwerp Psychiatric Research Institute (CAPRI), University of Antwerp, Antwerp, Belgium
| | - Manuel Morrens
- Scientific Initiative for Neuropsychiatric and Psychopharmacological Studies (SINAPS), University Psychiatric Hospital Campus Duffel (UPCD), Duffel, Belgium
- Collaborative Antwerp Psychiatric Research Institute (CAPRI), University of Antwerp, Antwerp, Belgium
| | - Ryad Tamouza
- Université Paris Est Creteil, Inserm U955, IMRB Translational Neuropsychiatry Laboratory, Creteil, France
- AP-HP, Hôpitaux Universitaires H Mondor, DMU IMPACT, FHU ADAPT, Créteil, France
- Fondation FondaMental, Creteil, France
| | - Marion Leboyer
- Université Paris Est Creteil, Inserm U955, IMRB Translational Neuropsychiatry Laboratory, Creteil, France
- AP-HP, Hôpitaux Universitaires H Mondor, DMU IMPACT, FHU ADAPT, Créteil, France
- Fondation FondaMental, Creteil, France
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Ismailova A, Salehi-Tabar R, Dimitrov V, Memari B, Barbier C, White JH. Identification of a forkhead box protein transcriptional network induced in human neutrophils in response to inflammatory stimuli. Front Immunol 2023; 14:1123344. [PMID: 36756115 PMCID: PMC9900176 DOI: 10.3389/fimmu.2023.1123344] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Accepted: 01/03/2023] [Indexed: 01/25/2023] Open
Abstract
Introduction Neutrophils represent the largest proportion of circulating leukocytes and, in response to inflammatory stimuli, are rapidly recruited to sites of infection where they neutralize pathogens. Methods and results We have identified a novel neutrophil transcription network induced in response to inflammatory stimuli. We performed the first RNAseq analysis of human neutrophils exposed to lipopolysaccharide (LPS), followed by a meta-analysis of our dataset and previously published studies of LPS-challenged neutrophils. This revealed a robustly enhanced transcriptional network driven by forkhead box (FOX) transcription factors. The network is enriched in genes encoding proinflammatory cytokines and transcription factors, including MAFF and ATF3, which are implicated in responses to stress, survival and inflammation. Expression of transcription factors FOXP1 and FOXP4 is induced in neutrophils exposed to inflammatory stimuli, and potential FOXP1/FOXP4 binding sites were identified in several genes in the network, all located in chromatin regions consistent with neutrophil enhancer function. Chromatin immunoprecipitation (ChIP) assays in neutrophils confirmed enhanced binding of FOXP4, but not FOXP1, to multiple sites in response to LPS. Binding to numerous motifs and transactivation of network genes were also observed when FOXP proteins were transiently expressed in HEK293 cells. In addition to LPS, the transcriptional network is induced by other inflammatory stimuli, indicating it represents a general neutrophil response to inflammation. Discussion Collectively, these findings reveal a role for the FOXP4 transcription network as a regulator of responses to inflammatory stimuli in neutrophils.
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Affiliation(s)
- Aiten Ismailova
- Department of Physiology, McGill University, Montreal, QC, Canada
| | | | - Vassil Dimitrov
- Department of Physiology, McGill University, Montreal, QC, Canada
| | - Babak Memari
- Department of Physiology, McGill University, Montreal, QC, Canada
| | - Camille Barbier
- Department of Physiology, McGill University, Montreal, QC, Canada
| | - John H. White
- Department of Physiology, McGill University, Montreal, QC, Canada,Department of Medicine, McGill University, Montreal, QC, Canada,*Correspondence: John H. White,
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Asbjornsdottir B, Miranda-Ribera A, Fiorentino M, Konno T, Cetinbas M, Lan J, Sadreyev RI, Gudmundsson LS, Gottfredsson M, Lauth B, Birgisdottir BE, Fasano A. Prophylactic Effect of Bovine Colostrum on Intestinal Microbiota and Behavior in Wild-Type and Zonulin Transgenic Mice. Biomedicines 2022; 11:biomedicines11010091. [PMID: 36672598 PMCID: PMC9855927 DOI: 10.3390/biomedicines11010091] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Revised: 12/22/2022] [Accepted: 12/26/2022] [Indexed: 12/31/2022] Open
Abstract
The microbiota-gut-brain axis (MGBA) involves bidirectional communication between intestinal microbiota and the gastrointestinal (GI) tract, central nervous system (CNS), neuroendocrine/neuroimmune systems, hypothalamic-pituitary-adrenal (HPA) axis, and enteric nervous system (ENS). The intestinal microbiota can influence host physiology and pathology. Dysbiosis involves the loss of beneficial microbial input or signal, diversity, and expansion of pathobionts, which can lead to loss of barrier function and increased intestinal permeability (IP). Colostrum, the first milk from mammals after birth, is a natural source of nutrients and is rich in oligosaccharides, immunoglobulins, growth factors, and anti-microbial components. The aim of this study was to investigate if bovine colostrum (BC) administration might modulate intestinal microbiota and, in turn, behavior in two mouse models, wild-type (WT) and Zonulin transgenic (Ztm)-the latter of which is characterized by dysbiotic microbiota, increased intestinal permeability, and mild hyperactivity-and to compare with control mice. Bioinformatics analysis of the microbiome showed that consumption of BC was associated with increased taxonomy abundance (p = 0.001) and diversity (p = 0.004) of potentially beneficial species in WT mice and shifted dysbiotic microbial community towards eubiosis in Ztm mice (p = 0.001). BC induced an anxiolytic effect in WT female mice compared with WT female control mice (p = 0.0003), and it reduced anxiogenic behavior in Ztm female mice compared with WT female control mice (p = 0.001), as well as in Ztm male mice compared with WT BC male mice (p = 0.03). As evidenced in MGBA interactions, BC supplementation may well be applied for prophylactic approaches in the future. Further research is needed to explore human interdependencies between intestinal microbiota, including eubiosis and pathobionts, and neuroinflammation, and the potential value of BC for human use. The MGH Institutional Animal Care and Use Committee authorized the animal study (2013N000013).
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Affiliation(s)
- Birna Asbjornsdottir
- Department of Pediatric Gastroenterology and Nutrition, Mucosal Immunology and Biology Research Center, Massachusetts General Hospital, Boston, MA 02152, USA
- School of Health Sciences, Faculty of Medicine, University of Iceland, 101 Reykjavik, Iceland
- Unit for Nutrition Research, Landspitali University Hospital and Faculty of Food Science and Nutrition, University of Iceland, 101 Reykjavik, Iceland
- Correspondence:
| | - Alba Miranda-Ribera
- Department of Pediatric Gastroenterology and Nutrition, Mucosal Immunology and Biology Research Center, Massachusetts General Hospital, Boston, MA 02152, USA
| | - Maria Fiorentino
- Department of Pediatric Gastroenterology and Nutrition, Mucosal Immunology and Biology Research Center, Massachusetts General Hospital, Boston, MA 02152, USA
| | - Takumi Konno
- Department of Pediatric Gastroenterology and Nutrition, Mucosal Immunology and Biology Research Center, Massachusetts General Hospital, Boston, MA 02152, USA
| | - Murat Cetinbas
- Department of Molecular Biology and Pathology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Jinggang Lan
- Department of Pediatric Gastroenterology and Nutrition, Mucosal Immunology and Biology Research Center, Massachusetts General Hospital, Boston, MA 02152, USA
| | - Ruslan I. Sadreyev
- Department of Molecular Biology and Pathology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Larus S. Gudmundsson
- School of Health Sciences, Faculty of Pharmaceutical Sciences, University of Iceland, 101 Reykjavik, Iceland
| | - Magnus Gottfredsson
- School of Health Sciences, Faculty of Medicine, University of Iceland, 101 Reykjavik, Iceland
- Department of Scientific Affairs, Landspitali University Hospital, 101 Reykjavik, Iceland
- Department of Infectious Diseases, Landspitali University Hospital, 101 Reykjavik, Iceland
| | - Bertrand Lauth
- School of Health Sciences, Faculty of Medicine, University of Iceland, 101 Reykjavik, Iceland
- Department of Child and Adolescent Psychiatry, Landspitali University Hospital, 105 Reykjavik, Iceland
| | - Bryndis Eva Birgisdottir
- Unit for Nutrition Research, Landspitali University Hospital and Faculty of Food Science and Nutrition, University of Iceland, 101 Reykjavik, Iceland
| | - Alessio Fasano
- Department of Pediatric Gastroenterology and Nutrition, Mucosal Immunology and Biology Research Center, Massachusetts General Hospital, Boston, MA 02152, USA
- Department of Pediatrics, Harvard Medical School, Harvard University, Boston, MA 02114, USA
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10
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Tardiveau C, Monneret G, Lukaszewicz AC, Cheynet V, Cerrato E, Imhoff K, Peronnet E, Bodinier M, Kreitmann L, Blein S, Llitjos JF, Conti F, Gossez M, Buisson M, Yonis H, Cour M, Argaud L, Delignette MC, Wallet F, Dailler F, Monard C, Brengel-Pesce K, Venet F. A 9-mRNA signature measured from whole blood by a prototype PCR panel predicts 28-day mortality upon admission of critically ill COVID-19 patients. Front Immunol 2022; 13:1022750. [DOI: 10.3389/fimmu.2022.1022750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Accepted: 10/11/2022] [Indexed: 11/07/2022] Open
Abstract
Immune responses affiliated with COVID-19 severity have been characterized and associated with deleterious outcomes. These approaches were mainly based on research tools not usable in routine clinical practice at the bedside. We observed that a multiplex transcriptomic panel prototype termed Immune Profiling Panel (IPP) could capture the dysregulation of immune responses of ICU COVID-19 patients at admission. Nine transcripts were associated with mortality in univariate analysis and this 9-mRNA signature remained significantly associated with mortality in a multivariate analysis that included age, SOFA and Charlson scores. Using a machine learning model with these 9 mRNA, we could predict the 28-day survival status with an Area Under the Receiver Operating Curve (AUROC) of 0.764. Interestingly, adding patients’ age to the model resulted in increased performance to predict the 28-day mortality (AUROC reaching 0.839). This prototype IPP demonstrated that such a tool, upon clinical/analytical validation and clearance by regulatory agencies could be used in clinical routine settings to quickly identify patients with higher risk of death requiring thus early aggressive intensive care.
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11
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de Koning RM, Kuzminskaite E, Vinkers CH, Giltay EJ, Penninx BWJH. Childhood trauma and LPS-stimulated inflammation in adulthood: Results from the Netherlands Study of Depression and Anxiety. Brain Behav Immun 2022; 106:21-29. [PMID: 35870669 DOI: 10.1016/j.bbi.2022.07.158] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2022] [Revised: 06/30/2022] [Accepted: 07/18/2022] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND Childhood trauma (CT) is robustly associated with psychiatric disorders including major depressive and anxiety disorders across the life span. The innate immune system may play a role in the relation between CT and stress-related psychopathology. However, whether CT influences the innate production capacity of cytokine levels following ex vivo stimulation by lipopolysaccharide (LPS), is currently unknown. METHODS Using data from the Netherlands Study of Depression and Anxiety (NESDA, n=1237), we examined whether CT (emotional neglect, emotional, physical, and sexual abuse before the age of 16), assessed by the Childhood Trauma Interview, was associated with levels in supernatants of interferon (IFN)γ, interleukin-2 (IL-2), IL-4, IL-6, IL-8, IL-10, IL-18, monocyte chemotactic protein-1 (MCP-1), macrophage inflammatory protein (MIP)-1α, MIP-1β, matrix metalloproteinase-2 (MMP-2), TNFα and TNFβ after ex vivo stimulation with LPS. Cytokines were analysed individually and cumulatively (overall inflammation index and number of cytokines in high-risk quartile (HRQ)) using linear regression analyses. RESULTS After adjustment for demographic, lifestyle, and health-related covariates, total CT severity was associated with the overall inflammation index (β = 0.085, PFDR = 0.011), the number of cytokines in HRQ (β = 0.063, PFDR = 0.036), and individual markers of IL-2 (β = 0.067, PFDR = 0.036), IL-6 (β = 0.091 PFDR = 0.011), IL-8 (β = 0.085 PFDR = 0.011), IL-10 (β = 0.094 PFDR = 0.011), MCP-1 (β = 0.081 PFDR = 0.011), MIP-1α (β = 0.061 PFDR = 0.047), MIP1-β (β = 0.077 PFDR = 0.016), MMP-2 (β = 0.070 PFDR = 0.027), and TNFβ (β = 0.078 PFDR = 0.016). Associations were strongest for individuals with severe CT, reporting multiple types or higher frequencies of trauma. Half of the findings persisted after adjustment for psychiatric status. The findings were consistent across different CT types. CONCLUSION Childhood Trauma is associated with increased LPS-stimulated cytokine levels, with evidence for a dose-response relationship. Our results highlight a dysregulated innate immune system capacity in adults with CT, which could contribute to an increased vulnerability for psychopathology and somatic disorders across the lifespan.
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Affiliation(s)
- Ricki M de Koning
- Amsterdam UMC location Vrije University Amsterdam, Department of Psychiatry, Boelelaan 1117, Amsterdam, The Netherlands, Amsterdam Public Health (Mental Health program) and Amsterdam Neuroscience (Mood, Anxiety, Psychosis, Stress & Sleep program) research institutes, Amsterdam, the Netherlands.
| | - Erika Kuzminskaite
- Amsterdam UMC location Vrije University Amsterdam, Department of Psychiatry, Boelelaan 1117, Amsterdam, The Netherlands, Amsterdam Public Health (Mental Health program) and Amsterdam Neuroscience (Mood, Anxiety, Psychosis, Stress & Sleep program) research institutes, Amsterdam, the Netherlands.
| | - Christiaan H Vinkers
- Amsterdam UMC location Vrije University Amsterdam, Department of Psychiatry, Boelelaan 1117, Amsterdam, The Netherlands, Amsterdam Public Health (Mental Health program) and Amsterdam Neuroscience (Mood, Anxiety, Psychosis, Stress & Sleep program) research institutes, Amsterdam, the Netherlands; GGZ inGeest Mental Health Care, Amsterdam, The Netherlands.
| | - Erik J Giltay
- Leiden University Medical Center, Department of Psychiatry, Leiden, The Netherlands.
| | - Brenda W J H Penninx
- Amsterdam UMC location Vrije University Amsterdam, Department of Psychiatry, Boelelaan 1117, Amsterdam, The Netherlands, Amsterdam Public Health (Mental Health program) and Amsterdam Neuroscience (Mood, Anxiety, Psychosis, Stress & Sleep program) research institutes, Amsterdam, the Netherlands.
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12
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Jansen A, Bruse N, Waalders N, Gerretsen J, Rijbroek D, Pickkers P, Kox M. Ex vivo and in vitro Monocyte Responses Do Not Reflect in vivo Immune Responses and Tolerance. J Innate Immun 2022; 15:174-187. [PMID: 35940121 PMCID: PMC10643897 DOI: 10.1159/000525572] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Accepted: 06/16/2022] [Indexed: 11/19/2022] Open
Abstract
Cytokine production by ex vivo (EV)-stimulated leukocytes is commonly used to gauge immune function and frequently proposed to guide immunomodulatory therapy. However, whether EV cytokine production capacity accurately reflects the in vivo (IV) immune status is largely unknown. We investigated relationships between EV monocyte cytokine responses and IV cytokine responses in a large cohort of healthy volunteers using a highly standardized IV model of short-lived LPS-induced systemic inflammation, which captures hallmarks of both hyperinflammation and immunological tolerance. Therefore, 110 healthy volunteers were intravenously challenged with 1 ng/kg LPS twice: on day 0 to determine the extent of the IV (hyper)inflammatory response and on day 7 to determine the degree of IV endotoxin tolerance. Baseline EV monocyte cytokine production capacity was assessed prior to LPS administration. Short-term and long-term EV tolerance was assessed in monocytes isolated 4 h and 7 days after LPS administration, respectively. No robust correlations were observed between baseline EV cytokine production capacity and IV cytokine responses following LPS administration. However, highly robust inverse correlations were observed between IV cytokine responses and EV cytokine responses of monocytes isolated 4 h after IV LPS administration. No correlations between IV and EV tolerance were found. In conclusion, attenuated EV cytokine production capacity reflects ongoing IV inflammation rather than immune suppression. Results of EV assays should be interpreted with caution at the risk of improper use of immuno-stimulatory drugs.
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Affiliation(s)
- Aron Jansen
- Department of Intensive Care Medicine, Radboud University Medical Center, Radboud Institute for Molecular Life Sciences, Nijmegen, The Netherlands
- Radboud Center for Infectious Diseases (RCI), Radboud University Medical Center, Nijmegen, The Netherlands
| | - Niklas Bruse
- Department of Intensive Care Medicine, Radboud University Medical Center, Radboud Institute for Molecular Life Sciences, Nijmegen, The Netherlands
- Radboud Center for Infectious Diseases (RCI), Radboud University Medical Center, Nijmegen, The Netherlands
| | - Nicole Waalders
- Department of Intensive Care Medicine, Radboud University Medical Center, Radboud Institute for Molecular Life Sciences, Nijmegen, The Netherlands
- Radboud Center for Infectious Diseases (RCI), Radboud University Medical Center, Nijmegen, The Netherlands
| | - Jelle Gerretsen
- Department of Intensive Care Medicine, Radboud University Medical Center, Radboud Institute for Molecular Life Sciences, Nijmegen, The Netherlands
- Radboud Center for Infectious Diseases (RCI), Radboud University Medical Center, Nijmegen, The Netherlands
| | - Daniëlle Rijbroek
- Department of Intensive Care Medicine, Radboud University Medical Center, Radboud Institute for Molecular Life Sciences, Nijmegen, The Netherlands
- Radboud Center for Infectious Diseases (RCI), Radboud University Medical Center, Nijmegen, The Netherlands
| | - Peter Pickkers
- Department of Intensive Care Medicine, Radboud University Medical Center, Radboud Institute for Molecular Life Sciences, Nijmegen, The Netherlands
- Radboud Center for Infectious Diseases (RCI), Radboud University Medical Center, Nijmegen, The Netherlands
| | - Matthijs Kox
- Department of Intensive Care Medicine, Radboud University Medical Center, Radboud Institute for Molecular Life Sciences, Nijmegen, The Netherlands
- Radboud Center for Infectious Diseases (RCI), Radboud University Medical Center, Nijmegen, The Netherlands
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13
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Kreitmann L, Bodinier M, Fleurie A, Imhoff K, Cazalis MA, Peronnet E, Cerrato E, Tardiveau C, Conti F, Llitjos JF, Textoris J, Monneret G, Blein S, Brengel-Pesce K. Mortality Prediction in Sepsis With an Immune-Related Transcriptomics Signature: A Multi-Cohort Analysis. Front Med (Lausanne) 2022; 9:930043. [PMID: 35847809 PMCID: PMC9280291 DOI: 10.3389/fmed.2022.930043] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Accepted: 06/08/2022] [Indexed: 12/29/2022] Open
Abstract
Background Novel biomarkers are needed to progress toward individualized patient care in sepsis. The immune profiling panel (IPP) prototype has been designed as a fully-automated multiplex tool measuring expression levels of 26 genes in sepsis patients to explore immune functions, determine sepsis endotypes and guide personalized clinical management. The performance of the IPP gene set to predict 30-day mortality has not been extensively characterized in heterogeneous cohorts of sepsis patients. Methods Publicly available microarray data of sepsis patients with widely variable demographics, clinical characteristics and ethnical background were co-normalized, and the performance of the IPP gene set to predict 30-day mortality was assessed using a combination of machine learning algorithms. Results We collected data from 1,801 arrays sampled on sepsis patients and 598 sampled on controls in 17 studies. When gene expression was assayed at day 1 following admission (1,437 arrays sampled on sepsis patients, of whom 1,161 were alive and 276 (19.2%) were dead at day 30), the IPP gene set showed good performance to predict 30-day mortality, with an area under the receiving operating characteristics curve (AUROC) of 0.710 (CI 0.652-0.768). Importantly, there was no statistically significant improvement in predictive performance when training the same models with all genes common to the 17 microarray studies (n = 7,122 genes), with an AUROC = 0.755 (CI 0.697-0.813, p = 0.286). In patients with gene expression data sampled at day 3 following admission or later, the IPP gene set had higher performance, with an AUROC = 0.804 (CI 0.643-0.964), while the total gene pool had an AUROC = 0.787 (CI 0.610-0.965, p = 0.811). Conclusion Using pooled publicly-available gene expression data from multiple cohorts, we showed that the IPP gene set, an immune-related transcriptomics signature conveys relevant information to predict 30-day mortality when sampled at day 1 following admission. Our data also suggests that higher predictive performance could be obtained when assaying gene expression at later time points during the course of sepsis. Prospective studies are needed to confirm these findings using the IPP gene set on its dedicated measurement platform.
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Affiliation(s)
- Louis Kreitmann
- EA 7426 “Pathophysiology of Injury-Induced Immunosuppression”, Joint Research Unit Université Claude Bernard Lyon 1 – Hospices Civils de Lyon – bioMérieux, Lyon, France
- Open Innovation and Partnerships (OIP), bioMérieux S.A., Marcy-l’Étoile, France
| | - Maxime Bodinier
- EA 7426 “Pathophysiology of Injury-Induced Immunosuppression”, Joint Research Unit Université Claude Bernard Lyon 1 – Hospices Civils de Lyon – bioMérieux, Lyon, France
- Open Innovation and Partnerships (OIP), bioMérieux S.A., Marcy-l’Étoile, France
| | - Aurore Fleurie
- EA 7426 “Pathophysiology of Injury-Induced Immunosuppression”, Joint Research Unit Université Claude Bernard Lyon 1 – Hospices Civils de Lyon – bioMérieux, Lyon, France
- Open Innovation and Partnerships (OIP), bioMérieux S.A., Marcy-l’Étoile, France
| | - Katia Imhoff
- Data Science, bioMérieux S.A., Marcy-l’Etoile, France
| | - Marie-Angelique Cazalis
- EA 7426 “Pathophysiology of Injury-Induced Immunosuppression”, Joint Research Unit Université Claude Bernard Lyon 1 – Hospices Civils de Lyon – bioMérieux, Lyon, France
- Open Innovation and Partnerships (OIP), bioMérieux S.A., Marcy-l’Étoile, France
| | - Estelle Peronnet
- EA 7426 “Pathophysiology of Injury-Induced Immunosuppression”, Joint Research Unit Université Claude Bernard Lyon 1 – Hospices Civils de Lyon – bioMérieux, Lyon, France
- Open Innovation and Partnerships (OIP), bioMérieux S.A., Marcy-l’Étoile, France
| | - Elisabeth Cerrato
- EA 7426 “Pathophysiology of Injury-Induced Immunosuppression”, Joint Research Unit Université Claude Bernard Lyon 1 – Hospices Civils de Lyon – bioMérieux, Lyon, France
- Open Innovation and Partnerships (OIP), bioMérieux S.A., Marcy-l’Étoile, France
| | - Claire Tardiveau
- EA 7426 “Pathophysiology of Injury-Induced Immunosuppression”, Joint Research Unit Université Claude Bernard Lyon 1 – Hospices Civils de Lyon – bioMérieux, Lyon, France
- Open Innovation and Partnerships (OIP), bioMérieux S.A., Marcy-l’Étoile, France
| | - Filippo Conti
- EA 7426 “Pathophysiology of Injury-Induced Immunosuppression”, Joint Research Unit Université Claude Bernard Lyon 1 – Hospices Civils de Lyon – bioMérieux, Lyon, France
- Immunology Laboratory, Edouard Herriot Hospital – Hospices Civils de Lyon, Lyon, France
| | - Jean-François Llitjos
- EA 7426 “Pathophysiology of Injury-Induced Immunosuppression”, Joint Research Unit Université Claude Bernard Lyon 1 – Hospices Civils de Lyon – bioMérieux, Lyon, France
- Open Innovation and Partnerships (OIP), bioMérieux S.A., Marcy-l’Étoile, France
- Anaesthesia and Critical Care Medicine Department, Hospices Civils de Lyon, Edouard Herriot Hospital, Lyon, France
| | | | - Guillaume Monneret
- EA 7426 “Pathophysiology of Injury-Induced Immunosuppression”, Joint Research Unit Université Claude Bernard Lyon 1 – Hospices Civils de Lyon – bioMérieux, Lyon, France
- Immunology Laboratory, Edouard Herriot Hospital – Hospices Civils de Lyon, Lyon, France
| | - Sophie Blein
- Data Science, bioMérieux S.A., Marcy-l’Etoile, France
| | - Karen Brengel-Pesce
- EA 7426 “Pathophysiology of Injury-Induced Immunosuppression”, Joint Research Unit Université Claude Bernard Lyon 1 – Hospices Civils de Lyon – bioMérieux, Lyon, France
- Open Innovation and Partnerships (OIP), bioMérieux S.A., Marcy-l’Étoile, France
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14
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Taylor MD, Fernandes TD, Yaipen O, Higgins CE, Capone CA, Leisman DE, Nedeljkovic-Kurepa A, Abraham MN, Brewer MR, Deutschman CS. T cell activation and IFNγ modulate organ dysfunction in LPS-mediated inflammation. J Leukoc Biol 2022; 112:221-232. [PMID: 35141943 PMCID: PMC9351424 DOI: 10.1002/jlb.4hi0921-492r] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2021] [Revised: 12/30/2021] [Accepted: 01/16/2022] [Indexed: 12/18/2022] Open
Abstract
LPS challenge is used to model inflammation-induced organ dysfunction. The effects of T cell activation on LPS-mediated organ dysfunction and immune responses are unknown. We studied these interactions through in vivo administration of anti-CD3ε (CD3) T cell activating antibody and LPS. Mortality in response to high-dose LPS (LPSHi; 600 μg) was 60%; similar mortality was observed with a 10-fold reduction in LPS dose (LPSLo; 60 μg) when administered with CD3 (CD3LPSLo). LPSHi and CD3LPSLo cohorts suffered severe organ dysfunction. CD3LPSLo led to increased IFNγ and IL12p70 produced by T cells and dendritic cells (cDCs) respectively. CD3LPSLo caused cDC expression of CD40 and MHCII and prevented PD1 expression in response to CD3. These interactions led to the generation of CD4 and CD8 cytolytic T cells. CD3LPSLo responded to IFNγ or IL12p40 blockade, in contrast to LPSHi. The combination of TCR activation and LPS (CD3LPSLo) dysregulated T cell activation and increased LPS-associated organ dysfunction and mortality through T cell and cDC interactions.
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Affiliation(s)
- Matthew D Taylor
- The Division of Critical Care Medicine, Department of Pediatrics, The Feinstein Institutes for Medical Research, Manhasset, New York, USA.,Department of Pediatrics, Cohen Children's Medical Center/Northwell Health, New Hyde Park, New York, USA
| | - Tiago D Fernandes
- The Division of Critical Care Medicine, Department of Pediatrics, The Feinstein Institutes for Medical Research, Manhasset, New York, USA.,Department of Pediatrics, Cohen Children's Medical Center/Northwell Health, New Hyde Park, New York, USA
| | - Omar Yaipen
- The Division of Critical Care Medicine, Department of Pediatrics, The Feinstein Institutes for Medical Research, Manhasset, New York, USA.,Department of Pediatrics, Cohen Children's Medical Center/Northwell Health, New Hyde Park, New York, USA
| | - Cassidy E Higgins
- The Division of Critical Care Medicine, Department of Pediatrics, The Feinstein Institutes for Medical Research, Manhasset, New York, USA.,Department of Pediatrics, Cohen Children's Medical Center/Northwell Health, New Hyde Park, New York, USA
| | - Christine A Capone
- The Division of Critical Care Medicine, Department of Pediatrics, The Feinstein Institutes for Medical Research, Manhasset, New York, USA.,Department of Pediatrics, Cohen Children's Medical Center/Northwell Health, New Hyde Park, New York, USA
| | - Daniel E Leisman
- Department of Anesthesia, Critical Care, and Pain Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Ana Nedeljkovic-Kurepa
- The Division of Critical Care Medicine, Department of Pediatrics, The Feinstein Institutes for Medical Research, Manhasset, New York, USA.,Department of Pediatrics, Cohen Children's Medical Center/Northwell Health, New Hyde Park, New York, USA
| | - Mabel N Abraham
- The Division of Critical Care Medicine, Department of Pediatrics, The Feinstein Institutes for Medical Research, Manhasset, New York, USA.,Department of Pediatrics, Cohen Children's Medical Center/Northwell Health, New Hyde Park, New York, USA
| | - Mariana R Brewer
- The Division of Critical Care Medicine, Department of Pediatrics, The Feinstein Institutes for Medical Research, Manhasset, New York, USA.,Department of Pediatrics, Cohen Children's Medical Center/Northwell Health, New Hyde Park, New York, USA
| | - Clifford S Deutschman
- The Division of Critical Care Medicine, Department of Pediatrics, The Feinstein Institutes for Medical Research, Manhasset, New York, USA.,Department of Pediatrics, Cohen Children's Medical Center/Northwell Health, New Hyde Park, New York, USA
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15
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Sha Q, Madaj Z, Keaton S, Escobar Galvis ML, Smart L, Krzyzanowski S, Fazleabas AT, Leach R, Postolache TT, Achtyes ED, Brundin L. Cytokines and tryptophan metabolites can predict depressive symptoms in pregnancy. Transl Psychiatry 2022; 12:35. [PMID: 35078975 PMCID: PMC8789799 DOI: 10.1038/s41398-022-01801-8] [Citation(s) in RCA: 44] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Revised: 01/05/2022] [Accepted: 01/12/2022] [Indexed: 02/06/2023] Open
Abstract
Depression during and after pregnancy affects up to 20% of pregnant women, but the biological underpinnings remain incompletely understood. As pregnancy progresses, the immune system changes to facilitate fetal development, leading to distinct fluctuations in the production of pro-inflammatory factors and neuroactive tryptophan metabolites throughout the peripartum period. Therefore, it is possible that depression in pregnancy could constitute a specific type of inflammation-induced depression. Both inflammatory factors and kynurenine metabolites impact neuroinflammation and glutamatergic neurotransmission and can therefore affect mood and behavior. To determine whether cytokines and kynurenine metabolites can predict the development of depression in pregnancy, we analyzed blood samples and clinical symptoms in 114 women during each trimester and the postpartum. We analyzed plasma IL-1β, IL-2, -6, -8, -10, TNF, kynurenine, tryptophan, serotonin, kynurenic- quinolinic- and picolinic acids and used mixed-effects models to assess the association between biomarkers and depression severity. IL-1β and IL-6 levels associated positively with severity of depressive symptoms across pregnancy and the postpartum, and that the odds of experiencing significant depressive symptoms increased by >30% per median absolute deviation for both IL-1β and IL-6 (both P = 0.01). A combination of cytokines and kynurenine metabolites in the 2nd trimester had a >99% probability of accurately predicting 3rd trimester depression, with an ROC AUC > 0.8. Altogether, our work shows that cytokines and tryptophan metabolites can predict depression during pregnancy and could be useful as clinical markers of risk. Moreover, inflammation and kynurenine pathway enzymes should be considered possible therapeutic targets in peripartum depression.
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Affiliation(s)
- Qiong Sha
- grid.251017.00000 0004 0406 2057Department of Neurodegenerative Science, Van Andel Institute, Grand Rapids, MI USA
| | - Zach Madaj
- grid.251017.00000 0004 0406 2057Bioinformatics & Biostatistics Core, Van Andel Institute, Grand Rapids, MI USA
| | - Sarah Keaton
- grid.251017.00000 0004 0406 2057Department of Neurodegenerative Science, Van Andel Institute, Grand Rapids, MI USA ,grid.17088.360000 0001 2150 1785Division of Psychiatry & Behavioral Medicine, Michigan State University College of Human Medicine, Grand Rapids, MI USA
| | - Martha L Escobar Galvis
- grid.251017.00000 0004 0406 2057Department of Neurodegenerative Science, Van Andel Institute, Grand Rapids, MI USA
| | - LeAnn Smart
- grid.415008.80000 0004 0429 718XPine Rest Christian Mental Health Services, Grand Rapids, MI USA
| | - Stanislaw Krzyzanowski
- grid.251017.00000 0004 0406 2057Department of Neurodegenerative Science, Van Andel Institute, Grand Rapids, MI USA
| | - Asgerally T. Fazleabas
- grid.17088.360000 0001 2150 1785Department of Obstetrics, Gynecology and Reproductive Biology, College of Human Medicine, Michigan State University, MI USA
| | - Richard Leach
- grid.17088.360000 0001 2150 1785Department of Obstetrics, Gynecology and Reproductive Biology, College of Human Medicine, Michigan State University, MI USA
| | - Teodor T. Postolache
- grid.411024.20000 0001 2175 4264Mood and Anxiety Program, Department of Psychiatry, University of Maryland School of Medicine, Baltimore, MD USA ,Rocky Mountain MIRECC for Suicide Prevention, Aurora, CO USA ,Military and Veteran Microbiome Consortium for Research and Education, Aurora, CO USA ,grid.484336.e0000 0004 0420 8773Capital MIRECC, VISN 5, Baltimore, MD USA
| | - Eric D. Achtyes
- grid.17088.360000 0001 2150 1785Division of Psychiatry & Behavioral Medicine, Michigan State University College of Human Medicine, Grand Rapids, MI USA ,grid.415008.80000 0004 0429 718XPine Rest Christian Mental Health Services, Grand Rapids, MI USA
| | - Lena Brundin
- Department of Neurodegenerative Science, Van Andel Institute, Grand Rapids, MI, USA. .,Division of Psychiatry & Behavioral Medicine, Michigan State University College of Human Medicine, Grand Rapids, MI, USA.
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16
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Talaei K, Garan SA, Quintela BDM, Olufsen MS, Cho J, Jahansooz JR, Bhullar PK, Suen EK, Piszker WJ, Martins NRB, Moreira de Paula MA, Dos Santos RW, Lobosco M. A Mathematical Model of the Dynamics of Cytokine Expression and Human Immune Cell Activation in Response to the Pathogen Staphylococcus aureus. Front Cell Infect Microbiol 2021; 11:711153. [PMID: 34869049 PMCID: PMC8633844 DOI: 10.3389/fcimb.2021.711153] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Accepted: 10/14/2021] [Indexed: 11/13/2022] Open
Abstract
Cell-based mathematical models have previously been developed to simulate the immune system in response to pathogens. Mathematical modeling papers which study the human immune response to pathogens have predicted concentrations of a variety of cells, including activated and resting macrophages, plasma cells, and antibodies. This study aims to create a comprehensive mathematical model that can predict cytokine levels in response to a gram-positive bacterium, S. aureus by coupling previous models. To accomplish this, the cytokines Tumor Necrosis Factor Alpha (TNF-α), Interleukin 6 (IL-6), Interleukin 8 (IL-8), and Interleukin 10 (IL-10) are included to quantify the relationship between cytokine release from macrophages and the concentration of the pathogen, S. aureus, ex vivo. Partial differential equations (PDEs) are used to model cellular response and ordinary differential equations (ODEs) are used to model cytokine response, and interactions between both components produce a more robust and more complete systems-level understanding of immune activation. In the coupled cellular and cytokine model outlined in this paper, a low concentration of S. aureus is used to stimulate the measured cellular response and cytokine expression. Results show that our cellular activation and cytokine expression model characterizing septic conditions can predict ex vivo mechanisms in response to gram-negative and gram-positive bacteria. Our simulations provide new insights into how the human immune system responds to infections from different pathogens. Novel applications of these insights help in the development of more powerful tools and protocols in infection biology.
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Affiliation(s)
- Kian Talaei
- Center for Research and Education in Aging, University of California, Berkeley, Berkeley, CA, United States.,Lawrence Berkeley National Laboratory, Berkeley, CA, United States.,Department of Integrative Biology, University of California, Berkeley, Berkeley, CA, United States
| | - Steven A Garan
- Center for Research and Education in Aging, University of California, Berkeley, Berkeley, CA, United States.,Lawrence Berkeley National Laboratory, Berkeley, CA, United States
| | | | - Mette S Olufsen
- Department of Mathematics, North Carolina State University, Raleigh, NC, United States
| | - Joshua Cho
- Center for Research and Education in Aging, University of California, Berkeley, Berkeley, CA, United States.,Lawrence Berkeley National Laboratory, Berkeley, CA, United States.,College of Chemistry, University of California, Berkeley, Berkeley, CA, United States
| | - Julia R Jahansooz
- Center for Research and Education in Aging, University of California, Berkeley, Berkeley, CA, United States.,Department of Integrative Biology, University of California, Berkeley, Berkeley, CA, United States
| | - Puneet K Bhullar
- Center for Research and Education in Aging, University of California, Berkeley, Berkeley, CA, United States.,Mayo Clinic Alix School of Medicine, Scottsdale, AZ, United States
| | - Elliott K Suen
- Center for Research and Education in Aging, University of California, Berkeley, Berkeley, CA, United States.,Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, CA, United States
| | - Walter J Piszker
- Center for Research and Education in Aging, University of California, Berkeley, Berkeley, CA, United States.,College of Chemistry, University of California, Berkeley, Berkeley, CA, United States
| | - Nuno R B Martins
- Center for Research and Education in Aging, University of California, Berkeley, Berkeley, CA, United States
| | | | | | - Marcelo Lobosco
- Department of Computer Science, Federal University of Juiz de Fora, Juiz de Fora, Brazil
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17
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Ota M, Nagafuchi Y, Hatano H, Ishigaki K, Terao C, Takeshima Y, Yanaoka H, Kobayashi S, Okubo M, Shirai H, Sugimori Y, Maeda J, Nakano M, Yamada S, Yoshida R, Tsuchiya H, Tsuchida Y, Akizuki S, Yoshifuji H, Ohmura K, Mimori T, Yoshida K, Kurosaka D, Okada M, Setoguchi K, Kaneko H, Ban N, Yabuki N, Matsuki K, Mutoh H, Oyama S, Okazaki M, Tsunoda H, Iwasaki Y, Sumitomo S, Shoda H, Kochi Y, Okada Y, Yamamoto K, Okamura T, Fujio K. Dynamic landscape of immune cell-specific gene regulation in immune-mediated diseases. Cell 2021; 184:3006-3021.e17. [PMID: 33930287 DOI: 10.1016/j.cell.2021.03.056] [Citation(s) in RCA: 155] [Impact Index Per Article: 38.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Revised: 01/25/2021] [Accepted: 03/28/2021] [Indexed: 02/07/2023]
Abstract
Genetic studies have revealed many variant loci that are associated with immune-mediated diseases. To elucidate the disease pathogenesis, it is essential to understand the function of these variants, especially under disease-associated conditions. Here, we performed a large-scale immune cell gene-expression analysis, together with whole-genome sequence analysis. Our dataset consists of 28 distinct immune cell subsets from 337 patients diagnosed with 10 categories of immune-mediated diseases and 79 healthy volunteers. Our dataset captured distinctive gene-expression profiles across immune cell types and diseases. Expression quantitative trait loci (eQTL) analysis revealed dynamic variations of eQTL effects in the context of immunological conditions, as well as cell types. These cell-type-specific and context-dependent eQTLs showed significant enrichment in immune disease-associated genetic variants, and they implicated the disease-relevant cell types, genes, and environment. This atlas deepens our understanding of the immunogenetic functions of disease-associated variants under in vivo disease conditions.
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Affiliation(s)
- Mineto Ota
- Department of Allergy and Rheumatology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-0033, Japan; Department of Functional Genomics and Immunological Diseases, Graduate School of Medicine, The University of Tokyo, Tokyo 113-0033, Japan.
| | - Yasuo Nagafuchi
- Department of Allergy and Rheumatology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-0033, Japan; Department of Functional Genomics and Immunological Diseases, Graduate School of Medicine, The University of Tokyo, Tokyo 113-0033, Japan
| | - Hiroaki Hatano
- Department of Allergy and Rheumatology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-0033, Japan
| | - Kazuyoshi Ishigaki
- Center for Data Sciences, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Chikashi Terao
- Laboratory for Statistical and Translational Genetics, RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan
| | - Yusuke Takeshima
- Department of Allergy and Rheumatology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-0033, Japan; Department of Functional Genomics and Immunological Diseases, Graduate School of Medicine, The University of Tokyo, Tokyo 113-0033, Japan
| | - Haruyuki Yanaoka
- Department of Allergy and Rheumatology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-0033, Japan
| | - Satomi Kobayashi
- Department of Allergy and Rheumatology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-0033, Japan
| | - Mai Okubo
- Department of Allergy and Rheumatology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-0033, Japan
| | - Harumi Shirai
- Department of Allergy and Rheumatology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-0033, Japan
| | - Yusuke Sugimori
- Department of Allergy and Rheumatology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-0033, Japan
| | - Junko Maeda
- Department of Allergy and Rheumatology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-0033, Japan
| | - Masahiro Nakano
- Department of Allergy and Rheumatology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-0033, Japan
| | - Saeko Yamada
- Department of Allergy and Rheumatology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-0033, Japan
| | - Ryochi Yoshida
- Department of Allergy and Rheumatology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-0033, Japan
| | - Haruka Tsuchiya
- Department of Allergy and Rheumatology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-0033, Japan
| | - Yumi Tsuchida
- Department of Allergy and Rheumatology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-0033, Japan
| | - Shuji Akizuki
- Department of Rheumatology and Clinical Immunology, Graduate School of Medicine, Kyoto University, Kyoto 606-8507, Japan
| | - Hajime Yoshifuji
- Department of Rheumatology and Clinical Immunology, Graduate School of Medicine, Kyoto University, Kyoto 606-8507, Japan
| | - Koichiro Ohmura
- Department of Rheumatology and Clinical Immunology, Graduate School of Medicine, Kyoto University, Kyoto 606-8507, Japan
| | - Tsuneyo Mimori
- Department of Rheumatology and Clinical Immunology, Graduate School of Medicine, Kyoto University, Kyoto 606-8507, Japan
| | - Ken Yoshida
- Division of Rheumatology, Department of Internal Medicine, The Jikei University School of Medicine, Tokyo 105-8461, Japan
| | - Daitaro Kurosaka
- Division of Rheumatology, Department of Internal Medicine, The Jikei University School of Medicine, Tokyo 105-8461, Japan
| | - Masato Okada
- Immuno-Rheumatology Center, St. Luke's International Hospital, Tokyo 104-8560, Japan
| | - Keigo Setoguchi
- Division of Collagen Disease, Department of Medicine, Tokyo Metropolitan Komagome Hospital, Tokyo 113-0021, Japan
| | - Hiroshi Kaneko
- Division of Rheumatic Diseases, National Center for Global Health and Medicine, Tokyo 162-8655, Japan
| | - Nobuhiro Ban
- Research Division, Chugai Pharmaceutical Co., Ltd., Kamakura, Kanagawa 247-8530, Japan
| | - Nami Yabuki
- Research Division, Chugai Pharmaceutical Co., Ltd., Kamakura, Kanagawa 247-8530, Japan
| | - Kosuke Matsuki
- Research Division, Chugai Pharmaceutical Co., Ltd., Kamakura, Kanagawa 247-8530, Japan
| | - Hironori Mutoh
- Research Division, Chugai Pharmaceutical Co., Ltd., Kamakura, Kanagawa 247-8530, Japan
| | - Sohei Oyama
- Research Division, Chugai Pharmaceutical Co., Ltd., Kamakura, Kanagawa 247-8530, Japan
| | - Makoto Okazaki
- Research Division, Chugai Pharmaceutical Co., Ltd., Kamakura, Kanagawa 247-8530, Japan
| | - Hiroyuki Tsunoda
- Research Division, Chugai Pharmaceutical Co., Ltd., Kamakura, Kanagawa 247-8530, Japan
| | - Yukiko Iwasaki
- Department of Allergy and Rheumatology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-0033, Japan
| | - Shuji Sumitomo
- Department of Allergy and Rheumatology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-0033, Japan
| | - Hirofumi Shoda
- Department of Allergy and Rheumatology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-0033, Japan
| | - Yuta Kochi
- Department of Genomic Function and Diversity, Medical Research Institute, Tokyo Medical and Dental University, Tokyo 113-8510, Japan; Laboratory for Autoimmune Diseases, RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan
| | - Yukinori Okada
- Department of Statistical Genetics, Osaka University Graduate School of Medicine, Suita, Osaka 565-0871, Japan
| | - Kazuhiko Yamamoto
- Department of Allergy and Rheumatology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-0033, Japan; Laboratory for Autoimmune Diseases, RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan
| | - Tomohisa Okamura
- Department of Functional Genomics and Immunological Diseases, Graduate School of Medicine, The University of Tokyo, Tokyo 113-0033, Japan
| | - Keishi Fujio
- Department of Allergy and Rheumatology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-0033, Japan.
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