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Jorda A, Eberl S, Nussbaumer-Pröll A, Sarhan M, Weber M, Tegrovsky LE, Wahrmann M, al Jalali V, Bergmann F, Pracher L, Leutzendorff A, Farlik M, Jilma B, Zeitlinger M. Reproducibility of LPS-Induced ex vivo Cytokine Response of Healthy Volunteers Using a Whole Blood Assay. J Inflamm Res 2024; 17:4781-4790. [PMID: 39051050 PMCID: PMC11268716 DOI: 10.2147/jir.s459999] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Accepted: 06/19/2024] [Indexed: 07/27/2024] Open
Abstract
Introduction Lipopolysaccharide (LPS) stimulation of human whole blood ex vivo has been widely used to investigate human innate immune responses. However, there are uncertainties regarding the reproducibility and reliability of this assay. Methods In this prospective, single-center study, cytokine responses (interleukin 8, interferon-α, interferon-γ, interleukin 10, interleukin 1-β, interleukin 6, and tumor necrosis factor-α) to ex vivo whole blood LPS stimulation were assessed in 12 healthy volunteers. Cytokine levels were measured at 0, 2, and 4 h using a multiplex immunoassay (Luminex ®). Stimulation was repeated after six weeks. We examined reproducibility across technical and biological replicates at baseline and between repeated experiments after 6 weeks based on the area under the curve (AUC) of the individual cytokines using Pearson's correlation coefficient and the mean coefficient of variation. Results The lowest mean coefficients of variation were observed for the technical replicates (5.4 to 9.2%), followed by the biological replicates (8.1 to 24.8%), and the repeated experiments after 6 weeks (17 to 31.2%). Between the baseline and 6-week AUCs, the following Pearson correlation coefficients R were observed: interleukin 10, 0.97; interferon-α, 0.84; interleukin 1-β, 0.83; interleukin 8, 0.79; interleukin 6, 0.73; interferon-γ, 0.73; and tumor necrosis factor-α, 0.63. Discussion The level of agreement between the baseline and week-6 cytokine response to ex vivo LPS stimulation was high across the seven cytokines analyzed. While interleukin 10 exhibited the lowest level of variability over time, tumor necrosis factor-α showed the highest variability in repeated experiments, which should be considered in the design and interpretation of future studies.
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Affiliation(s)
- Anselm Jorda
- Medical University of Vienna, Department of Clinical Pharmacology, Vienna, Austria
| | - Sabine Eberl
- Medical University of Vienna, Department of Clinical Pharmacology, Vienna, Austria
| | | | - Maysa Sarhan
- Medical University of Vienna, Department of Internal Medicine III, Division of Nephrology and Dialysis, Vienna, Austria
| | - Maria Weber
- Medical University of Vienna, Department of Clinical Pharmacology, Vienna, Austria
| | | | - Markus Wahrmann
- Medical University of Vienna, Department of Internal Medicine III, Division of Nephrology and Dialysis, Vienna, Austria
| | - Valentin al Jalali
- Medical University of Vienna, Department of Clinical Pharmacology, Vienna, Austria
| | - Felix Bergmann
- Medical University of Vienna, Department of Clinical Pharmacology, Vienna, Austria
- Medical University of Vienna, Department of Plastic, Reconstructive and Aesthetic Surgery, Vienna, Austria
| | - Lena Pracher
- Medical University of Vienna, Department of Clinical Pharmacology, Vienna, Austria
| | - Amelie Leutzendorff
- Medical University of Vienna, Department of Clinical Pharmacology, Vienna, Austria
| | - Matthias Farlik
- Medical University of Vienna, Department of Dermatology, Vienna, Austria
| | - Bernd Jilma
- Medical University of Vienna, Department of Clinical Pharmacology, Vienna, Austria
| | - Markus Zeitlinger
- Medical University of Vienna, Department of Clinical Pharmacology, Vienna, Austria
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Geanes ES, McLennan R, Pierce SH, Menden HL, Paul O, Sampath V, Bradley T. SARS-CoV-2 envelope protein regulates innate immune tolerance. iScience 2024; 27:109975. [PMID: 38827398 PMCID: PMC11140213 DOI: 10.1016/j.isci.2024.109975] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Revised: 03/01/2024] [Accepted: 05/10/2024] [Indexed: 06/04/2024] Open
Abstract
Severe COVID-19 often leads to secondary infections and sepsis that contribute to long hospital stays and mortality. However, our understanding of the precise immune mechanisms driving severe complications after SARS-CoV-2 infection remains incompletely understood. Here, we provide evidence that the SARS-CoV-2 envelope (E) protein initiates innate immune inflammation, via toll-like receptor 2 signaling, and establishes a sustained state of innate immune tolerance following initial activation. Monocytes in this tolerant state exhibit reduced responsiveness to secondary stimuli, releasing lower levels of cytokines and chemokines. Mice exposed to E protein before secondary lipopolysaccharide challenge show diminished pro-inflammatory cytokine expression in the lung, indicating that E protein drives this tolerant state in vivo. These findings highlight the potential of the SARS-CoV-2 E protein to induce innate immune tolerance, contributing to long-term immune dysfunction that could lead to susceptibility to subsequent infections, and uncovers therapeutic targets aimed at restoring immune function following SARS-CoV-2 infection.
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Affiliation(s)
- Eric S. Geanes
- Genomic Medicine Center, Children’s Mercy Research Institute, Kansas City, MO, USA
| | - Rebecca McLennan
- Genomic Medicine Center, Children’s Mercy Research Institute, Kansas City, MO, USA
| | - Stephen H. Pierce
- Department of Pathology and Laboratory Medicine, University of Kansas Medical Center, Kansas City, KS, USA
| | - Heather L. Menden
- Division of Neonatology, Children’s Mercy Research Institute, Kansas City, MO, USA
| | - Oishi Paul
- Genomic Medicine Center, Children’s Mercy Research Institute, Kansas City, MO, USA
| | - Venkatesh Sampath
- Division of Neonatology, Children’s Mercy Research Institute, Kansas City, MO, USA
- Department of Pediatrics, University of Missouri- Kansas City, Kansas City, MO, USA
| | - Todd Bradley
- Genomic Medicine Center, Children’s Mercy Research Institute, Kansas City, MO, USA
- Department of Pathology and Laboratory Medicine, University of Kansas Medical Center, Kansas City, KS, USA
- Department of Pediatrics, University of Missouri- Kansas City, Kansas City, MO, USA
- Department of Pediatrics, University of Kansas Medical Center, Kansas City, MO, USA
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3
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Madruga MP, Grun LK, Santos LSMD, Friedrich FO, Antunes DB, Rocha MEF, Silva PL, Dorneles GP, Teixeira PC, Oliveira TF, Romão PRT, Santos L, Moreira JCF, Michaelsen VS, Cypel M, Antunes MOB, Jones MH, Barbé-Tuana FM, Bauer ME. Excess of body weight is associated with accelerated T-cell senescence in hospitalized COVID-19 patients. Immun Ageing 2024; 21:17. [PMID: 38454515 PMCID: PMC10921685 DOI: 10.1186/s12979-024-00423-6] [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: 12/27/2023] [Accepted: 02/28/2024] [Indexed: 03/09/2024]
Abstract
BACKGROUND Several risk factors have been involved in the poor clinical progression of coronavirus disease-19 (COVID-19), including ageing, and obesity. SARS-CoV-2 may compromise lung function through cell damage and paracrine inflammation; and obesity has been associated with premature immunosenescence, microbial translocation, and dysfunctional innate immune responses leading to poor immune response against a range of viruses and bacterial infections. Here, we have comprehensively characterized the immunosenescence, microbial translocation, and immune dysregulation established in hospitalized COVID-19 patients with different degrees of body weight. RESULTS Hospitalised COVID-19 patients with overweight and obesity had similarly higher plasma LPS and sCD14 levels than controls (all p < 0.01). Patients with obesity had higher leptin levels than controls. Obesity and overweight patients had similarly higher expansions of classical monocytes and immature natural killer (NK) cells (CD56+CD16-) than controls. In contrast, reduced proportions of intermediate monocytes, mature NK cells (CD56+CD16+), and NKT were found in both groups of patients than controls. As expected, COVID-19 patients had a robust expansion of plasmablasts, contrasting to lower proportions of major T-cell subsets (CD4 + and CD8+) than controls. Concerning T-cell activation, overweight and obese patients had lower proportions of CD4+CD38+ cells than controls. Contrasting changes were reported in CD25+CD127low/neg regulatory T cells, with increased and decreased proportions found in CD4+ and CD8+ T cells, respectively. There were similar proportions of T cells expressing checkpoint inhibitors across all groups. We also investigated distinct stages of T-cell differentiation (early, intermediate, and late-differentiated - TEMRA). The intermediate-differentiated CD4 + T cells and TEMRA cells (CD4+ and CD8+) were expanded in patients compared to controls. Senescent T cells can also express NK receptors (NKG2A/D), and patients had a robust expansion of CD8+CD57+NKG2A+ cells than controls. Unbiased immune profiling further confirmed the expansions of senescent T cells in COVID-19. CONCLUSIONS These findings suggest that dysregulated immune cells, microbial translocation, and T-cell senescence may partially explain the increased vulnerability to COVID-19 in subjects with excess of body weight.
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Affiliation(s)
- Mailton Prestes Madruga
- Laboratory of Immunobiology, School of Health and Life Sciences, Pontifical Catholic University of Rio Grande do Sul (PUCRS), Av. Ipiranga, 6681, building 12 (4th floor), Porto Alegre, 90619-900, RS, Brazil
| | - Lucas Kich Grun
- Laboratory of Immunobiology, School of Health and Life Sciences, Pontifical Catholic University of Rio Grande do Sul (PUCRS), Av. Ipiranga, 6681, building 12 (4th floor), Porto Alegre, 90619-900, RS, Brazil
| | - Letícya Simone Melo Dos Santos
- Laboratory of Immunobiology, School of Health and Life Sciences, Pontifical Catholic University of Rio Grande do Sul (PUCRS), Av. Ipiranga, 6681, building 12 (4th floor), Porto Alegre, 90619-900, RS, Brazil
| | | | - Douglas Bitencourt Antunes
- Laboratory of Immunobiology, School of Health and Life Sciences, Pontifical Catholic University of Rio Grande do Sul (PUCRS), Av. Ipiranga, 6681, building 12 (4th floor), Porto Alegre, 90619-900, RS, Brazil
| | - Marcella Elesbão Fogaça Rocha
- Laboratory of Immunobiology, School of Health and Life Sciences, Pontifical Catholic University of Rio Grande do Sul (PUCRS), Av. Ipiranga, 6681, building 12 (4th floor), Porto Alegre, 90619-900, RS, Brazil
| | - Pedro Luis Silva
- Laboratory of Immunobiology, School of Health and Life Sciences, Pontifical Catholic University of Rio Grande do Sul (PUCRS), Av. Ipiranga, 6681, building 12 (4th floor), Porto Alegre, 90619-900, RS, Brazil
| | - Gilson P Dorneles
- Laboratory of Cellular and Molecular Immunology, Federal University of Health Sciences of Porto Alegre (UFCSPA), Porto Alegre, RS, Brazil
| | - Paula Coelho Teixeira
- Laboratory of Cellular and Molecular Immunology, Federal University of Health Sciences of Porto Alegre (UFCSPA), Porto Alegre, RS, Brazil
| | - Tiago Franco Oliveira
- Laboratory of Cellular and Molecular Immunology, Federal University of Health Sciences of Porto Alegre (UFCSPA), Porto Alegre, RS, Brazil
| | - Pedro R T Romão
- Laboratory of Cellular and Molecular Immunology, Federal University of Health Sciences of Porto Alegre (UFCSPA), Porto Alegre, RS, Brazil
| | - Lucas Santos
- Centro de Estudos em Estresse Oxidativo - Programa de Pós-Graduação em Biologia Celular e Molecular, Instituto de Biociências, Universidade Federal do Rio Grande do Sul (IB-UFRGS), Porto Alegre, RS, Brazil
| | - José Claudio Fonseca Moreira
- Centro de Estudos em Estresse Oxidativo - Programa de Pós-Graduação em Biologia Celular e Molecular, Instituto de Biociências, Universidade Federal do Rio Grande do Sul (IB-UFRGS), Porto Alegre, RS, Brazil
| | - Vinicius Schenk Michaelsen
- Latner Thoracic Research Laboratories, Toronto General Hospital Research Institute, University Health Network, Toronto, Canada
| | - Marcelo Cypel
- Toronto General Hospital Research Institute, Department of Surgery, University Health Network, University of Toronto, Toronto, Canada
| | - Marcos Otávio Brum Antunes
- School of Medicine, Pontifical Catholic University of Rio Grande do Sul (PUCRS), Porto Alegre, RS, Brazil
| | - Marcus Herbert Jones
- School of Medicine, Pontifical Catholic University of Rio Grande do Sul (PUCRS), Porto Alegre, RS, Brazil
| | - Florencia María Barbé-Tuana
- Laboratory of Immunobiology, School of Health and Life Sciences, Pontifical Catholic University of Rio Grande do Sul (PUCRS), Av. Ipiranga, 6681, building 12 (4th floor), Porto Alegre, 90619-900, RS, Brazil
| | - Moisés Evandro Bauer
- Laboratory of Immunobiology, School of Health and Life Sciences, Pontifical Catholic University of Rio Grande do Sul (PUCRS), Av. Ipiranga, 6681, building 12 (4th floor), Porto Alegre, 90619-900, RS, Brazil.
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Li D, Chen R, Huang C, Zhang G, Li Z, Xu X, Wang B, Li B, Chu XM. Comprehensive bioinformatics analysis and systems biology approaches to identify the interplay between COVID-19 and pericarditis. Front Immunol 2024; 15:1264856. [PMID: 38455049 PMCID: PMC10918693 DOI: 10.3389/fimmu.2024.1264856] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Accepted: 02/08/2024] [Indexed: 03/09/2024] Open
Abstract
Background Increasing evidence indicating that coronavirus disease 2019 (COVID-19) increased the incidence and related risks of pericarditis and whether COVID-19 vaccine is related to pericarditis has triggered research and discussion. However, mechanisms behind the link between COVID-19 and pericarditis are still unknown. The objective of this study was to further elucidate the molecular mechanisms of COVID-19 with pericarditis at the gene level using bioinformatics analysis. Methods Genes associated with COVID-19 and pericarditis were collected from databases using limited screening criteria and intersected to identify the common genes of COVID-19 and pericarditis. Subsequently, gene ontology, pathway enrichment, protein-protein interaction, and immune infiltration analyses were conducted. Finally, TF-gene, gene-miRNA, gene-disease, protein-chemical, and protein-drug interaction networks were constructed based on hub gene identification. Results A total of 313 common genes were selected, and enrichment analyses were performed to determine their biological functions and signaling pathways. Eight hub genes (IL-1β, CD8A, IL-10, CD4, IL-6, TLR4, CCL2, and PTPRC) were identified using the protein-protein interaction network, and immune infiltration analysis was then carried out to examine the functional relationship between the eight hub genes and immune cells as well as changes in immune cells in disease. Transcription factors, miRNAs, diseases, chemicals, and drugs with high correlation with hub genes were predicted using bioinformatics analysis. Conclusions This study revealed a common gene interaction network between COVID-19 and pericarditis. The screened functional pathways, hub genes, potential compounds, and drugs provided new insights for further research on COVID-19 associated with pericarditis.
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Affiliation(s)
- Daisong Li
- Department of Cardiology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Ruolan Chen
- Department of Cardiology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Chao Huang
- Department of Cardiology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Guoliang Zhang
- Department of Cardiology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Zhaoqing Li
- Department of Cardiology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Xiaojian Xu
- Department of Cardiology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Banghui Wang
- Department of Cardiology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Bing Li
- Department of Genetics and Cell Biology, Basic Medical College, Qingdao University, Qingdao, China
- Department of Dermatology, The Affiliated Haici Hospital of Qingdao University, Qingdao, China
| | - Xian-Ming Chu
- Department of Cardiology, The Affiliated Hospital of Qingdao University, Qingdao, China
- Department of Cardiology, The Affiliated Cardiovascular Hospital of Qingdao University, Qingdao, China
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5
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Flores-Gonzalez J, Chavez-Galan L, Falfán-Valencia R, Roldán IB, Fricke-Galindo I, Veronica-Aguilar A, Martínez-Morales A, Hernández-Zenteno RDJ, Guzmán-Guzmán IP, Pérez-Rubio G. Variant rs4986790 of toll-like receptor 4 affects the signaling and induces cell dysfunction in patients with severe COVID-19. Int J Infect Dis 2024; 138:102-109. [PMID: 38029833 DOI: 10.1016/j.ijid.2023.11.032] [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: 09/18/2023] [Revised: 10/18/2023] [Accepted: 11/23/2023] [Indexed: 12/01/2023] Open
Abstract
OBJECTIVES We investigated the expression of toll-like receptor (TLR)-4 on the cell surface of innate and adaptive cells from patients with COVID-19 carrying the rs4986790 GG genotype in the TLR4 gene and the functional profile of these cells. METHODS We included 1169 hospitalized patients with COVID-19. The rs4986790 in TLR4 was identified by real-time polymerase chain reaction. Peripheral blood mononuclear cells were isolated and cultured to evaluate TLR-4 expression on immune cells. Supernatants recovered culture assays were stored, and we measured cytokines and cytotoxic molecules. RESULTS We showed that the rs4986790 (GG) was significantly associated (P = 0.0310) with severe COVID-19. Cells of patients with COVID-19 carrying the GG genotype have increased the frequency of monocytes and activated naïve and non-switched B cells positive to TLR-4 when cells are stimulated with lipopolysaccharide and with spike protein of SARS-CoV-2. Also, cells from patients with GG COVID-19 cannot produce pro-inflammatory cytokines after lipopolysaccharide stimulus, but they are high producers of cytotoxic molecules at baseline. CONCLUSIONS The rs4986790 GG genotype of the TLR4 is associated with the risk of COVID-19 and acute respiratory distress syndrome. Peripheral blood mononuclear cells of patients carrying the rs4986790 (TLR4) GG genotype had a limited delivery of pro-inflammatory cytokines compared to the AA and AG genotypes in which TLR-4 stimulation induces IL-10, IL-6, tumor necrosis factor-α, and Fas ligand production.
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Affiliation(s)
- Julio Flores-Gonzalez
- Laboratory of Integrative Immunology, Instituto Nacional de Enfermedades Respiratorias Ismael Cosio Villegas, Mexico City, Mexico
| | - Leslie Chavez-Galan
- Laboratory of Integrative Immunology, Instituto Nacional de Enfermedades Respiratorias Ismael Cosio Villegas, Mexico City, Mexico
| | - Ramcés Falfán-Valencia
- HLA Laboratory, Instituto Nacional de Enfermedades Respiratorias Ismael Cosío Villegas, Mexico City, Mexico
| | - Ivette Buendía Roldán
- Translational Research Laboratory on Aging and Pulmonary Fibrosis, Instituto Nacional de Enfermedades Respiratorias Ismael Cosío Villegas, Mexico City, Mexico
| | - Ingrid Fricke-Galindo
- HLA Laboratory, Instituto Nacional de Enfermedades Respiratorias Ismael Cosío Villegas, Mexico City, Mexico
| | - Abigail Veronica-Aguilar
- HLA Laboratory, Instituto Nacional de Enfermedades Respiratorias Ismael Cosío Villegas, Mexico City, Mexico
| | - Alfonso Martínez-Morales
- HLA Laboratory, Instituto Nacional de Enfermedades Respiratorias Ismael Cosío Villegas, Mexico City, Mexico
| | | | - Iris Paola Guzmán-Guzmán
- Faculty of Chemical-Biological Sciences, Universidad Autónoma de Guerrero, Chilpancingo, Guerrero, Mexico
| | - Gloria Pérez-Rubio
- HLA Laboratory, Instituto Nacional de Enfermedades Respiratorias Ismael Cosío Villegas, Mexico City, Mexico.
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Frank MG, Fleshner M, Maier SF. Exploring the immunogenic properties of SARS-CoV-2 structural proteins: PAMP:TLR signaling in the mediation of the neuroinflammatory and neurologic sequelae of COVID-19. Brain Behav Immun 2023; 111:259-269. [PMID: 37116592 PMCID: PMC10132835 DOI: 10.1016/j.bbi.2023.04.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Revised: 04/07/2023] [Accepted: 04/23/2023] [Indexed: 04/30/2023] Open
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) produces an array of neurologic and neuropsychiatric symptoms in the acute and post-acute phase of infection (PASC; post-acute sequelae of SARS-CoV-2 infection). Neuroinflammatory processes are considered key factors in the etiology of these symptoms. Several mechanisms underpinning the development of inflammatory events in the brain have been proposed including SARS-CoV-2 neurotropism and peripheral inflammatory responses (i.e., cytokine storm) to infection, which might produce neuroinflammation via immune-to-brain signaling pathways. In this review, we explore evidence in support of an alternate mechanism whereby structural proteins (e.g., spike and spike S1 subunit) derived from SARS-CoV-2 virions function as pathogen-associated molecular patterns (PAMPs) to elicit proinflammatory immune responses in the periphery and/or brain via classical Toll-Like Receptor (TLR) inflammatory pathways. We propose that SARS-CoV-2 structural proteins might directly produce inflammatory processes in brain independent of and/or in addition to peripheral proinflammatory effects, which might converge to play a causal role in the development of neurologic/neuropsychiatric symptoms in COVID-19.
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Affiliation(s)
- Matthew G Frank
- Department of Integrative Physiology, University of Colorado Boulder, Boulder CO 80301, United States.
| | - Monika Fleshner
- Department of Integrative Physiology, University of Colorado Boulder, Boulder CO 80301, United States
| | - Steven F Maier
- Department of Psychology and Neuroscience, Center for Neuroscience, University of Colorado Boulder, Boulder CO 80301, United States
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