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Gamer J, Van Booven DJ, Zarnowski O, Arango S, Elias M, Kurian A, Joseph A, Perez M, Collado F, Klimas N, Oltra E, Nathanson L. Sex-Dependent Transcriptional Changes in Response to Stress in Patients with Myalgic Encephalomyelitis/Chronic Fatigue Syndrome: A Pilot Project. Int J Mol Sci 2023; 24:10255. [PMID: 37373402 PMCID: PMC10299261 DOI: 10.3390/ijms241210255] [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] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Revised: 05/23/2023] [Accepted: 06/04/2023] [Indexed: 06/29/2023] Open
Abstract
Myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) is a complex, multi-symptom illness characterized by debilitating fatigue and post-exertional malaise (PEM). Numerous studies have reported sex differences at the epidemiological, cellular, and molecular levels between male and female ME/CFS patients. To gain further insight into these sex-dependent changes, we evaluated differential gene expression by RNA-sequencing (RNA-Seq) in 33 ME/CFS patients (20 female, 13 male) and 34 matched healthy controls (20 female and 14 male) before, during, and after an exercise challenge intended to provoke PEM. Our findings revealed that pathways related to immune-cell signaling (including IL-12) and natural killer cell cytotoxicity were activated as a result of exertion in the male ME/CFS cohort, while female ME/CFS patients did not show significant enough changes in gene expression to meet the criteria for the differential expression. Functional analysis during recovery from an exercise challenge showed that male ME/CFS patients had distinct changes in the regulation of specific cytokine signals (including IL-1β). Meanwhile, female ME/CFS patients had significant alterations in gene networks related to cell stress, response to herpes viruses, and NF-κβ signaling. The functional pathways and differentially expressed genes highlighted in this pilot project provide insight into the sex-specific pathophysiology of ME/CFS.
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Affiliation(s)
- Jackson Gamer
- Institute for Neuro-Immune Medicine, Dr. Kiran C. Patel College of Osteopathic Medicine, Nova Southeastern University, Fort Lauderdale, FL 33328, USA; (J.G.); (N.K.)
- Dr. Kiran C. Patel College of Osteopathic Medicine, Nova Southeastern University, Fort Lauderdale, FL 33328, USA; (O.Z.); (S.A.); (M.E.); (A.K.); (A.J.); (M.P.)
| | - Derek J. Van Booven
- Dr. J.P. Hussman Institute for Human Genomics, Miller School of Medicine, University of Miami, Miami, FL 33136, USA;
| | - Oskar Zarnowski
- Dr. Kiran C. Patel College of Osteopathic Medicine, Nova Southeastern University, Fort Lauderdale, FL 33328, USA; (O.Z.); (S.A.); (M.E.); (A.K.); (A.J.); (M.P.)
| | - Sebastian Arango
- Dr. Kiran C. Patel College of Osteopathic Medicine, Nova Southeastern University, Fort Lauderdale, FL 33328, USA; (O.Z.); (S.A.); (M.E.); (A.K.); (A.J.); (M.P.)
| | - Mark Elias
- Dr. Kiran C. Patel College of Osteopathic Medicine, Nova Southeastern University, Fort Lauderdale, FL 33328, USA; (O.Z.); (S.A.); (M.E.); (A.K.); (A.J.); (M.P.)
| | - Asha Kurian
- Dr. Kiran C. Patel College of Osteopathic Medicine, Nova Southeastern University, Fort Lauderdale, FL 33328, USA; (O.Z.); (S.A.); (M.E.); (A.K.); (A.J.); (M.P.)
| | - Andrew Joseph
- Dr. Kiran C. Patel College of Osteopathic Medicine, Nova Southeastern University, Fort Lauderdale, FL 33328, USA; (O.Z.); (S.A.); (M.E.); (A.K.); (A.J.); (M.P.)
| | - Melanie Perez
- Dr. Kiran C. Patel College of Osteopathic Medicine, Nova Southeastern University, Fort Lauderdale, FL 33328, USA; (O.Z.); (S.A.); (M.E.); (A.K.); (A.J.); (M.P.)
| | - Fanny Collado
- Department of Veterans Affairs, Miami VA Healthcare System, Geriatric Research Education and Clinical Center (GRECC), Miami, FL 33125, USA;
- South Florida Veterans Affairs Foundation for Research and Education Inc., Fort Lauderdale, FL 33125, USA
| | - Nancy Klimas
- Institute for Neuro-Immune Medicine, Dr. Kiran C. Patel College of Osteopathic Medicine, Nova Southeastern University, Fort Lauderdale, FL 33328, USA; (J.G.); (N.K.)
- Dr. Kiran C. Patel College of Osteopathic Medicine, Nova Southeastern University, Fort Lauderdale, FL 33328, USA; (O.Z.); (S.A.); (M.E.); (A.K.); (A.J.); (M.P.)
- Department of Veterans Affairs, Miami VA Healthcare System, Geriatric Research Education and Clinical Center (GRECC), Miami, FL 33125, USA;
- South Florida Veterans Affairs Foundation for Research and Education Inc., Fort Lauderdale, FL 33125, USA
| | - Elisa Oltra
- School Medicine, Universidad Católica de Valencia San Vicente Mártir, 46001 Valencia, Spain;
| | - Lubov Nathanson
- Institute for Neuro-Immune Medicine, Dr. Kiran C. Patel College of Osteopathic Medicine, Nova Southeastern University, Fort Lauderdale, FL 33328, USA; (J.G.); (N.K.)
- Dr. Kiran C. Patel College of Osteopathic Medicine, Nova Southeastern University, Fort Lauderdale, FL 33328, USA; (O.Z.); (S.A.); (M.E.); (A.K.); (A.J.); (M.P.)
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Komaroff AL, Lipkin WI. ME/CFS and Long COVID share similar symptoms and biological abnormalities: road map to the literature. Front Med (Lausanne) 2023; 10:1187163. [PMID: 37342500 PMCID: PMC10278546 DOI: 10.3389/fmed.2023.1187163] [Citation(s) in RCA: 57] [Impact Index Per Article: 57.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Accepted: 05/09/2023] [Indexed: 06/23/2023] Open
Abstract
Some patients remain unwell for months after "recovering" from acute COVID-19. They develop persistent fatigue, cognitive problems, headaches, disrupted sleep, myalgias and arthralgias, post-exertional malaise, orthostatic intolerance and other symptoms that greatly interfere with their ability to function and that can leave some people housebound and disabled. The illness (Long COVID) is similar to myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) as well as to persisting illnesses that can follow a wide variety of other infectious agents and following major traumatic injury. Together, these illnesses are projected to cost the U.S. trillions of dollars. In this review, we first compare the symptoms of ME/CFS and Long COVID, noting the considerable similarities and the few differences. We then compare in extensive detail the underlying pathophysiology of these two conditions, focusing on abnormalities of the central and autonomic nervous system, lungs, heart, vasculature, immune system, gut microbiome, energy metabolism and redox balance. This comparison highlights how strong the evidence is for each abnormality, in each illness, and helps to set priorities for future investigation. The review provides a current road map to the extensive literature on the underlying biology of both illnesses.
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Affiliation(s)
- Anthony L. Komaroff
- Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, United States
| | - W. Ian Lipkin
- Center for Infection and Immunity, Mailman School of Public Health, Vagelos College of Physicians and Surgeons of Columbia University, New York, NY, United States
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3
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Patel MA, Knauer MJ, Nicholson M, Daley M, Van Nynatten LR, Martin C, Patterson EK, Cepinskas G, Seney SL, Dobretzberger V, Miholits M, Webb B, Fraser DD. Elevated vascular transformation blood biomarkers in Long-COVID indicate angiogenesis as a key pathophysiological mechanism. Mol Med 2022; 28:122. [PMID: 36217108 PMCID: PMC9549814 DOI: 10.1186/s10020-022-00548-8] [Citation(s) in RCA: 35] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Accepted: 09/17/2022] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Long-COVID is characterized by prolonged, diffuse symptoms months after acute COVID-19. Accurate diagnosis and targeted therapies for Long-COVID are lacking. We investigated vascular transformation biomarkers in Long-COVID patients. METHODS A case-control study utilizing Long-COVID patients, one to six months (median 98.5 days) post-infection, with multiplex immunoassay measurement of sixteen blood biomarkers of vascular transformation, including ANG-1, P-SEL, MMP-1, VE-Cad, Syn-1, Endoglin, PECAM-1, VEGF-A, ICAM-1, VLA-4, E-SEL, thrombomodulin, VEGF-R2, VEGF-R3, VCAM-1 and VEGF-D. RESULTS Fourteen vasculature transformation blood biomarkers were significantly elevated in Long-COVID outpatients, versus acutely ill COVID-19 inpatients and healthy controls subjects (P < 0.05). A unique two biomarker profile consisting of ANG-1/P-SEL was developed with machine learning, providing a classification accuracy for Long-COVID status of 96%. Individually, ANG-1 and P-SEL had excellent sensitivity and specificity for Long-COVID status (AUC = 1.00, P < 0.0001; validated in a secondary cohort). Specific to Long-COVID, ANG-1 levels were associated with female sex and a lack of disease interventions at follow-up (P < 0.05). CONCLUSIONS Long-COVID patients suffer prolonged, diffuse symptoms and poorer health. Vascular transformation blood biomarkers were significantly elevated in Long-COVID, with angiogenesis markers (ANG-1/P-SEL) providing classification accuracy of 96%. Vascular transformation blood biomarkers hold potential for diagnostics, and modulators of angiogenesis may have therapeutic efficacy.
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Affiliation(s)
- Maitray A Patel
- Epidemiology and Biostatistics, Western University, London, ON, N6A 3K7, Canada
| | - Michael J Knauer
- Pathology and Laboratory Medicine, Western University, London, ON, N6A 3K7, Canada
| | | | - Mark Daley
- Epidemiology and Biostatistics, Western University, London, ON, N6A 3K7, Canada.,Computer Science, Western University, London, ON, N6A 3K7, Canada
| | | | - Claudio Martin
- Medicine, Western University, London, ON, N6A 3K7, Canada.,Lawson Health Research Institute, London, ON, N6C 2R5, Canada
| | | | - Gediminas Cepinskas
- Lawson Health Research Institute, London, ON, N6C 2R5, Canada.,Medical Biophysics, Western University, London, ON, N6A 3K7, Canada
| | - Shannon L Seney
- Lawson Health Research Institute, London, ON, N6C 2R5, Canada
| | | | | | - Brian Webb
- Thermo Fisher Scientific, Rockford, IL, USA
| | - Douglas D Fraser
- Lawson Health Research Institute, London, ON, N6C 2R5, Canada. .,Pediatrics, Western University, London, ON, N6A 3K7, Canada. .,Clinical Neurological Sciences, Western University, London, ON, N6A 3K7, Canada. .,Physiology and Pharmacology, Western University, London, ON, N6A 3K7, Canada. .,London Health Sciences Centre, Room C2-C82, 800 Commissioners Road East, London, ON, N6A 5W9, Canada.
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Wågström P, Nilsdotter-Augustinsson Å, Nilsson M, Björkander J, Dahle C, Nyström S. Fatigue Is Common in Immunoglobulin G Subclass Deficiency and Correlates With Inflammatory Response and Need for Immunoglobulin Replacement Therapy. Front Immunol 2022; 12:797336. [PMID: 35082787 PMCID: PMC8785394 DOI: 10.3389/fimmu.2021.797336] [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: 10/18/2021] [Accepted: 12/14/2021] [Indexed: 11/14/2022] Open
Abstract
Purpose Individuals with immunoglobulin G deficiency (IgGsd) often complain of fatigue. The correlation between systemic inflammation and fatigue is unknown. In this study perceived quality of life (QoL) and fatigue in individuals with IgGsd, on and off immunoglobulin replacement therapy (IgRT) were correlated to inflammatory markers in plasma to identify the subgroup that benefits from IgRT. Method Thirty-five IgGsd-patients were sampled on three occasions: at baseline, after being on IgRT for at least 18 months, and 18 months after discontinuation of IgRT. Short form 36, EQ-5D-5L visual analogue scale and fatigue impact scale questionnaires were used for evaluation of QoL and fatigue. Furthermore, a panel of 92 inflammatory markers were analysed in plasma. Thirty-two gender- and age-matched healthy individuals were included as controls and sampled on one occasion. Results QoL was lower and perceived fatigue higher in IgGsd compared to the controls. Severe fatigue and low QoL were associated with the need to restart IgRT (which is considered in IgGsd-individuals with a high burden of infections in Sweden). Twenty-five inflammatory factors were dysregulated in IgGsd and the plasma protein patterns were similar regardless of whether IgRT was ongoing or not. Enrichment analysis indicated IL-10 signalling as the most affected pathway. Severe fatigue was associated with decreased levels of the neurotrophic factors VEGFA and CSF-1. Conclusion Fatigue is a major contributory factor to impaired health-related QoL in IgGsd and is related to the need for IgRT. Low-grade systemic inflammation is a potential driver of fatigue. In addition to the burden of infections, we suggest the degree of fatigue should be considered when the decision to introduce IgRT is made.
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Affiliation(s)
- Per Wågström
- Department of Infectious Diseases, Ryhov County Hospital, Jönköping, Sweden.,Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Åsa Nilsdotter-Augustinsson
- Division of Inflammation and Infection, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden.,Department of Infectious Diseases, The Vrinnevi Hospital, Norrköping, Sweden
| | - Mats Nilsson
- Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden.,Futurum, Academy of Health and Care, Region Jönköping County, Jönköping, Sweden
| | - Janne Björkander
- Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden.,Wetterhälsan, Health Care Centre, Jönköping, Sweden
| | - Charlotte Dahle
- Division of Clinical Immunology and Transfusion Medicine, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Sofia Nyström
- Division of Clinical Immunology and Transfusion Medicine, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden.,Division of Molecular Medicine and Virology, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
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Raciti L, Arcadi FA, Calabrò RS. Could Palmitoylethanolamide Be an Effective Treatment for Long-COVID-19? Hypothesis and Insights in Potential Mechanisms of Action and Clinical Applications. INNOVATIONS IN CLINICAL NEUROSCIENCE 2022; 19:19-25. [PMID: 35382075 PMCID: PMC8970234] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
COVID-19 is highly transmissive and contagious disease with a wide spectrum of clinicopathological issues, including respiratory, vasculo-coagulative, and immune disorders. In some cases of COVID-19, patients can be characterized by clinical sequelae with mild-to-moderate symptoms that persist long after the resolution of the acute infection, known as long-COVID, potentially affecting their quality of life. The main symptoms of long-COVID include persistent dyspnea, fatigue and weakness (that are typically out of proportion, to the degree of ongoing lung damage and gas exchange impairment), persistence of anosmia and dysgeusia, neuropsychiatric symptoms, and cognitive dysfunctions (such as brain fog or memory lapses). The appropriate management and prevention of potential long-COVID sequelae is still lacking. It is also believed that long-term symptoms of COVID-19 are related to an immunity over-response, namely a cytokine storm, involving the release of pro-inflammatory interleukins, monocyte chemoattractant proteins, and tissue necrosis factors. Palmitoylethanolamide (PEA) shows affinity for vanilloid receptor 1 and for cannabinoid-like G protein-coupled receptors, enhancing anandamide activity by means of an entourage effect. Due to its anti-inflammatory properties, PEA has been recently used as an early add-on therapy for respiratory problems in patients with COVID-19. It is believed that PEA mitigates the cytokine storm modulating cell-mediated immunity, as well as counteracts pain and oxidative stress. In this article, we theorize that PEA could be a potentially effective nutraceutical to treat long-COVID, with regard to fatigue and myalgia, where a mythocondrial dysfunction is hypothesizable.
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Affiliation(s)
- Loredana Raciti
- Drs. Raciti, Arcadi, and Calabrò are with IRCCS Centro Neurolesi "Bonino Pulejo" in Messina, Italy
| | - Francesca Antonia Arcadi
- Drs. Raciti, Arcadi, and Calabrò are with IRCCS Centro Neurolesi "Bonino Pulejo" in Messina, Italy
| | - Rocco Salvatore Calabrò
- Drs. Raciti, Arcadi, and Calabrò are with IRCCS Centro Neurolesi "Bonino Pulejo" in Messina, Italy
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6
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Raijmakers R, Roerink M, Keijmel S, Joosten L, Netea M, van der Meer J, Knoop H, Klein H, Bleeker-Rovers C, Doorduin J. No Signs of Neuroinflammation in Women With Chronic Fatigue Syndrome or Q Fever Fatigue Syndrome Using the TSPO Ligand [ 11C]-PK11195. NEUROLOGY(R) NEUROIMMUNOLOGY & NEUROINFLAMMATION 2022; 9:9/1/e1113. [PMID: 34815320 PMCID: PMC8611501 DOI: 10.1212/nxi.0000000000001113] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Accepted: 09/15/2021] [Indexed: 12/20/2022]
Abstract
Background and Objectives The pathophysiology of chronic fatigue syndrome (CFS) and Q fever fatigue syndrome (QFS) remains elusive. Recent data suggest a role for neuroinflammation as defined by increased expression of translocator protein (TSPO). In the present study, we investigated whether there are signs of neuroinflammation in female patients with CFS and QFS compared with healthy women, using PET with the TSPO ligand 11C-(R)-(2-chlorophenyl)-N-methyl-N-(1-methylpropyl)-3-isoquinoline-carbox-amide ([11C]-PK11195). Methods The study population consisted of patients with CFS (n = 9), patients with QFS (n = 10), and healthy subjects (HSs) (n = 9). All subjects were women, matched for age (±5 years) and neighborhood, aged between 18 and 59 years, who did not use any medication other than paracetamol or oral contraceptives, and were not vaccinated in the last 6 months. None of the subjects reported substance abuse in the past 3 months or reported signs of underlying psychiatric disease on the Mini-International Neuropsychiatric Interview. All subjects underwent a [11C]-PK11195 PET scan, and the [11C]-PK11195 binding potential (BPND) was calculated. Results No statistically significant differences in BPND were found for patients with CFS or patients with QFS compared with HSs. BPND of [11C]-PK11195 correlated with symptom severity scores in patients with QFS, but a negative correlation was found in patients with CFS. Discussion In contrast to what was previously reported for CFS, we found no significant difference in BPND of [11C]-PK11195 when comparing patients with CFS or QFS with healthy neighborhood controls. In this small series, we were unable to find signs of neuroinflammation in patients with CFS and QFS. Trial Registration Information EudraCT number 2014-004448-37.
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Affiliation(s)
- Ruud Raijmakers
- From the Radboud Expertise Center for Q Fever (R.R., S.K., L.J., M.N., J.M., C.B.-R.), Department of Internal Medicine and Radboud Center for Infectious Diseases, Radboud University Medical Center; Department of Internal Medicine (R.R., M.R., S.K., L.J., M.N., J.M., C.B.-R.), Radboud University Medical Center, Nijmegen; Department of Medical Psychology (H. Knoop), Amsterdam University Medical Centers, Amsterdam Public Health Research Institute, University of Amsterdam; Department of Psychiatry (H. Klein), University of Groningen, University Medical Center Groningen; and Department of Nuclear Medicine and Molecular Imaging (J.D.), University of Groningen, University Medical Center Groningen, the Netherlands.
| | - Megan Roerink
- From the Radboud Expertise Center for Q Fever (R.R., S.K., L.J., M.N., J.M., C.B.-R.), Department of Internal Medicine and Radboud Center for Infectious Diseases, Radboud University Medical Center; Department of Internal Medicine (R.R., M.R., S.K., L.J., M.N., J.M., C.B.-R.), Radboud University Medical Center, Nijmegen; Department of Medical Psychology (H. Knoop), Amsterdam University Medical Centers, Amsterdam Public Health Research Institute, University of Amsterdam; Department of Psychiatry (H. Klein), University of Groningen, University Medical Center Groningen; and Department of Nuclear Medicine and Molecular Imaging (J.D.), University of Groningen, University Medical Center Groningen, the Netherlands
| | - Stephan Keijmel
- From the Radboud Expertise Center for Q Fever (R.R., S.K., L.J., M.N., J.M., C.B.-R.), Department of Internal Medicine and Radboud Center for Infectious Diseases, Radboud University Medical Center; Department of Internal Medicine (R.R., M.R., S.K., L.J., M.N., J.M., C.B.-R.), Radboud University Medical Center, Nijmegen; Department of Medical Psychology (H. Knoop), Amsterdam University Medical Centers, Amsterdam Public Health Research Institute, University of Amsterdam; Department of Psychiatry (H. Klein), University of Groningen, University Medical Center Groningen; and Department of Nuclear Medicine and Molecular Imaging (J.D.), University of Groningen, University Medical Center Groningen, the Netherlands
| | - Leo Joosten
- From the Radboud Expertise Center for Q Fever (R.R., S.K., L.J., M.N., J.M., C.B.-R.), Department of Internal Medicine and Radboud Center for Infectious Diseases, Radboud University Medical Center; Department of Internal Medicine (R.R., M.R., S.K., L.J., M.N., J.M., C.B.-R.), Radboud University Medical Center, Nijmegen; Department of Medical Psychology (H. Knoop), Amsterdam University Medical Centers, Amsterdam Public Health Research Institute, University of Amsterdam; Department of Psychiatry (H. Klein), University of Groningen, University Medical Center Groningen; and Department of Nuclear Medicine and Molecular Imaging (J.D.), University of Groningen, University Medical Center Groningen, the Netherlands
| | - Mihai Netea
- From the Radboud Expertise Center for Q Fever (R.R., S.K., L.J., M.N., J.M., C.B.-R.), Department of Internal Medicine and Radboud Center for Infectious Diseases, Radboud University Medical Center; Department of Internal Medicine (R.R., M.R., S.K., L.J., M.N., J.M., C.B.-R.), Radboud University Medical Center, Nijmegen; Department of Medical Psychology (H. Knoop), Amsterdam University Medical Centers, Amsterdam Public Health Research Institute, University of Amsterdam; Department of Psychiatry (H. Klein), University of Groningen, University Medical Center Groningen; and Department of Nuclear Medicine and Molecular Imaging (J.D.), University of Groningen, University Medical Center Groningen, the Netherlands
| | - Jos van der Meer
- From the Radboud Expertise Center for Q Fever (R.R., S.K., L.J., M.N., J.M., C.B.-R.), Department of Internal Medicine and Radboud Center for Infectious Diseases, Radboud University Medical Center; Department of Internal Medicine (R.R., M.R., S.K., L.J., M.N., J.M., C.B.-R.), Radboud University Medical Center, Nijmegen; Department of Medical Psychology (H. Knoop), Amsterdam University Medical Centers, Amsterdam Public Health Research Institute, University of Amsterdam; Department of Psychiatry (H. Klein), University of Groningen, University Medical Center Groningen; and Department of Nuclear Medicine and Molecular Imaging (J.D.), University of Groningen, University Medical Center Groningen, the Netherlands
| | - Hans Knoop
- From the Radboud Expertise Center for Q Fever (R.R., S.K., L.J., M.N., J.M., C.B.-R.), Department of Internal Medicine and Radboud Center for Infectious Diseases, Radboud University Medical Center; Department of Internal Medicine (R.R., M.R., S.K., L.J., M.N., J.M., C.B.-R.), Radboud University Medical Center, Nijmegen; Department of Medical Psychology (H. Knoop), Amsterdam University Medical Centers, Amsterdam Public Health Research Institute, University of Amsterdam; Department of Psychiatry (H. Klein), University of Groningen, University Medical Center Groningen; and Department of Nuclear Medicine and Molecular Imaging (J.D.), University of Groningen, University Medical Center Groningen, the Netherlands
| | - Hans Klein
- From the Radboud Expertise Center for Q Fever (R.R., S.K., L.J., M.N., J.M., C.B.-R.), Department of Internal Medicine and Radboud Center for Infectious Diseases, Radboud University Medical Center; Department of Internal Medicine (R.R., M.R., S.K., L.J., M.N., J.M., C.B.-R.), Radboud University Medical Center, Nijmegen; Department of Medical Psychology (H. Knoop), Amsterdam University Medical Centers, Amsterdam Public Health Research Institute, University of Amsterdam; Department of Psychiatry (H. Klein), University of Groningen, University Medical Center Groningen; and Department of Nuclear Medicine and Molecular Imaging (J.D.), University of Groningen, University Medical Center Groningen, the Netherlands
| | - Chantal Bleeker-Rovers
- From the Radboud Expertise Center for Q Fever (R.R., S.K., L.J., M.N., J.M., C.B.-R.), Department of Internal Medicine and Radboud Center for Infectious Diseases, Radboud University Medical Center; Department of Internal Medicine (R.R., M.R., S.K., L.J., M.N., J.M., C.B.-R.), Radboud University Medical Center, Nijmegen; Department of Medical Psychology (H. Knoop), Amsterdam University Medical Centers, Amsterdam Public Health Research Institute, University of Amsterdam; Department of Psychiatry (H. Klein), University of Groningen, University Medical Center Groningen; and Department of Nuclear Medicine and Molecular Imaging (J.D.), University of Groningen, University Medical Center Groningen, the Netherlands
| | - Janine Doorduin
- From the Radboud Expertise Center for Q Fever (R.R., S.K., L.J., M.N., J.M., C.B.-R.), Department of Internal Medicine and Radboud Center for Infectious Diseases, Radboud University Medical Center; Department of Internal Medicine (R.R., M.R., S.K., L.J., M.N., J.M., C.B.-R.), Radboud University Medical Center, Nijmegen; Department of Medical Psychology (H. Knoop), Amsterdam University Medical Centers, Amsterdam Public Health Research Institute, University of Amsterdam; Department of Psychiatry (H. Klein), University of Groningen, University Medical Center Groningen; and Department of Nuclear Medicine and Molecular Imaging (J.D.), University of Groningen, University Medical Center Groningen, the Netherlands
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7
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Vos AG, Dodd CN, Delemarre EM, Nierkens S, Serenata C, Grobbee DE, Klipstein-Grobusch K, Venter WDF. Patterns of Immune Activation in HIV and Non HIV Subjects and Its Relation to Cardiovascular Disease Risk. Front Immunol 2021; 12:647805. [PMID: 34290695 PMCID: PMC8287326 DOI: 10.3389/fimmu.2021.647805] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Accepted: 06/09/2021] [Indexed: 11/22/2022] Open
Abstract
Introduction Insight into inflammation patterns is needed to understand the pathophysiology of HIV and related cardiovascular disease (CVD). We assessed patterns of inflammation related to HIV infection and CVD risk assessed with carotid intima media thickness (CIMT). Methods A cross-sectional study was performed in Johannesburg, South Africa, including participants with HIV who were virally suppressed on anti-retroviral therapy (ART) as well as HIV-negative participants who were family members or friends to the HIV-positive participants. Information was collected on CVD risk factors and CIMT. Inflammation was measured with the Olink panel ‘inflammation’, allowing to simultaneously assess 92 inflammation markers. Differences in inflammation patterns between HIV-positive and HIV-negative participants were explored using a principal component analysis (PCA) and ANCOVA. The impact of differentiating immune markers, as identified by ANCOVA, on CIMT was assessed using linear regression while adjusting for classic CVD risk factors. Results In total, 185 HIV-positive and 104 HIV negative participants, 63% females, median age 40.7 years (IQR 35.4 – 47.7) were included. HIV-positive individuals were older (+6 years, p <0.01) and had a higher CIMT (p <0.01). No clear patterns of inflammation were identified by use of PCA. Following ANCOVA, nine immune markers differed significantly between HIV-positive and HIV-negative participants, including PDL1. PDL1 was independently associated with CIMT, but upon stratification this effect remained for HIV-negative individuals only. Conclusion HIV positive patients on stable ART and HIV negative controls had similar immune activation patterns. CVD risk in HIV-positive participants was mediated by inflammation markers included in this study.
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Affiliation(s)
- Alinda G Vos
- Julius Global Health, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands.,Ezintsha, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Caitlin N Dodd
- Julius Global Health, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
| | - Eveline M Delemarre
- Center for Translational Immunology (CTI), University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
| | - Stefan Nierkens
- Center for Translational Immunology (CTI), University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
| | - Celicia Serenata
- Ezintsha, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Diederick E Grobbee
- Julius Global Health, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
| | - Kerstin Klipstein-Grobusch
- Julius Global Health, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands.,Division of Epidemiology and Biostatistics, School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - W D Francois Venter
- Ezintsha, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
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8
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Proteome-wide Systems Genetics to Identify Functional Regulators of Complex Traits. Cell Syst 2021; 12:5-22. [PMID: 33476553 DOI: 10.1016/j.cels.2020.10.005] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2020] [Revised: 09/15/2020] [Accepted: 10/07/2020] [Indexed: 02/08/2023]
Abstract
Proteomic technologies now enable the rapid quantification of thousands of proteins across genetically diverse samples. Integration of these data with systems-genetics analyses is a powerful approach to identify new regulators of economically important or disease-relevant phenotypes in various populations. In this review, we summarize the latest proteomic technologies and discuss technical challenges for their use in population studies. We demonstrate how the analysis of correlation structure and loci mapping can be used to identify genetic factors regulating functional protein networks and complex traits. Finally, we provide an extensive summary of the use of proteome-wide systems genetics throughout fungi, plant, and animal kingdoms and discuss the power of this approach to identify candidate regulators and drug targets in large human consortium studies.
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9
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Tiwari A, Surendran S, Mithun CB, Chandran V, Balan S. Serum interleukin-6, interleukin-8, and interleukin-1 receptor antagonist levels in South Indian fibromyalgia patients and its correlation with disease severity. INDIAN JOURNAL OF RHEUMATOLOGY 2021. [DOI: 10.4103/injr.injr_275_20] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
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10
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Mousa RF, Al-Hakeim HK, Alhaideri A, Maes M. Chronic fatigue syndrome and fibromyalgia-like symptoms are an integral component of the phenome of schizophrenia: neuro-immune and opioid system correlates. Metab Brain Dis 2021; 36:169-183. [PMID: 32965599 DOI: 10.1007/s11011-020-00619-x] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Accepted: 09/14/2020] [Indexed: 01/25/2023]
Abstract
Physiosomatic symptoms are an important part of schizophrenia phenomenology. The aim of this study is to examine the biomarker, neurocognitive and symptomatic correlates of physiosomatic symptoms in schizophrenia. We recruited 115 schizophrenia patients and 43 healthy controls and measured the Fibromyalgia and Chronic Fatigue Syndrome Rating (FF) scale, schizophrenia symptom dimensions, and the Brief Assessment of Cognition in Schizophrenia. We measured neuro-immune markers including plasma CCL11 (eotaxin), interleukin-(IL)-6, IL-10, Dickkopf protein 1 (DKK1), high mobility group box 1 protein (HMGB1) and endogenous opioid system (EOS) markers including κ-opioid receptor (KOR), μ-opioid receptor (MOR), endomorphin-2 (EM2) and β-endorphin. Patients with an increased FF score display increased ratings of psychosis, hostility, excitement, formal though disorders, psycho-motor retardation and negative symptoms as compared with patients with lower FF scores. A large part of the variance in the FF score (55.1%) is explained by the regression on digit sequencing task, token motor task, list learning, IL-10, age (all inversely) and IL-6 (positively). Neural network analysis shows that the top-6 predictors of the FF score are (in descending order): IL-6, HMGB1, education, MOR, KOR and IL-10. We found that 45.1% of the variance in a latent vector extracted from cognitive test scores, schizophrenia symptoms and the FF score was explained by HMGB1, MOR, EM2, DKK1, and CCL11. Physiosomatic symptoms are an integral part of the phenome of schizophrenia. Neurotoxic immune pathways and lowered immune regulation coupled with alterations in the EOS appear to drive the physiosomatic symptoms of schizophrenia.
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Affiliation(s)
- Rana Fadhil Mousa
- Faculty of Veterinary Medicine, University of Kerbala, Kerbala, Iraq
| | | | - Amer Alhaideri
- College of Medicine, University of Kerbala, Kerbala, Iraq
| | - Michael Maes
- Department of Psychiatry, Faculty of Medicine, King Chulalongkorn memorial Hospital, Chulalongkorn University, Bangkok, Thailand.
- Department of Psychiatry, Medical University of Plovdiv, Plovdiv, Bulgaria.
- School of Medicine, IMPACT Strategic Research Centre, Deakin University, PO Box 281, Geelong, VIC, 3220, Australia.
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11
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Chan C, Foster ST, Chan KG, Cacace MJ, Ladd SL, Sandum CT, Wright PT, Volmert B, Yang W, Aguirre A, Li W, Wright NT. Repositioned Drugs for COVID-19-the Impact on Multiple Organs. SN COMPREHENSIVE CLINICAL MEDICINE 2021; 3:1484-1501. [PMID: 33898925 PMCID: PMC8057921 DOI: 10.1007/s42399-021-00874-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Accepted: 03/22/2021] [Indexed: 02/02/2023]
Abstract
This review summarizes published findings of the beneficial and harmful effects on the heart, lungs, immune system, kidney, liver, and central nervous system of 47 drugs that have been proposed to treat COVID-19. Many of the repurposed drugs were chosen for their benefits to the pulmonary system, as well as immunosuppressive and anti-inflammatory effects. However, these drugs have mixed effects on the heart, liver, kidney, and central nervous system. Drug treatments are critical in the fight against COVID-19, along with vaccines and public health protocols. Drug treatments are particularly needed as variants of the SARS-Cov-2 virus emerge with some mutations that could diminish the efficacy of the vaccines. Patients with comorbidities are more likely to require hospitalization and greater interventions. The combination of treating severe COVID-19 symptoms in the presence of comorbidities underscores the importance of understanding the effects of potential COVID-19 treatments on other organs. Supplementary Information The online version contains supplementary material available at 10.1007/s42399-021-00874-8.
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Affiliation(s)
- Christina Chan
- Department of Chemical Engineering and Materials Sciences, Michigan State University, 428 S. Shaw Lane, Room 2100 EB, East Lansing, MI 48824 USA ,Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI USA ,Department of Biomedical Engineering, Michigan State University, East Lansing, MI USA ,Institute for Quantitative Health Science and Engineering, Michigan State University, East Lansing, MI USA
| | - Sean T. Foster
- Department of Chemical Engineering and Materials Sciences, Michigan State University, 428 S. Shaw Lane, Room 2100 EB, East Lansing, MI 48824 USA
| | - Kayla G. Chan
- Integrative Neuroscience Program, Binghamton University, Binghamton, NY USA
| | - Matthew J. Cacace
- Department of Mechanical Engineering, The Pennsylvania State University, University Park, PA USA
| | - Shay L. Ladd
- Department of Chemical Engineering and Materials Sciences, Michigan State University, 428 S. Shaw Lane, Room 2100 EB, East Lansing, MI 48824 USA
| | - Caleb T. Sandum
- Department of Chemical Engineering and Materials Sciences, Michigan State University, 428 S. Shaw Lane, Room 2100 EB, East Lansing, MI 48824 USA
| | - Paul T. Wright
- Department of Mechanical Engineering, Virginia Polytechnic Institute and State University, Blacksburg, VA USA
| | - Brett Volmert
- Department of Biomedical Engineering, Michigan State University, East Lansing, MI USA ,Institute for Quantitative Health Science and Engineering, Michigan State University, East Lansing, MI USA
| | - Weiyang Yang
- Institute for Quantitative Health Science and Engineering, Michigan State University, East Lansing, MI USA ,Department of Electrical and Computer Engineering, Michigan State University, East Lansing, MI USA
| | - Aitor Aguirre
- Department of Biomedical Engineering, Michigan State University, East Lansing, MI USA ,Institute for Quantitative Health Science and Engineering, Michigan State University, East Lansing, MI USA
| | - Wen Li
- Institute for Quantitative Health Science and Engineering, Michigan State University, East Lansing, MI USA ,Department of Electrical and Computer Engineering, Michigan State University, East Lansing, MI USA
| | - Neil T. Wright
- Department of Mechanical Engineering, Michigan State University, East Lansing, MI USA
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12
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Raijmakers RPH, Roerink ME, Jansen AFM, Keijmel SP, Gacesa R, Li Y, Joosten LAB, van der Meer JWM, Netea MG, Bleeker-Rovers CP, Xu CJ. Multi-omics examination of Q fever fatigue syndrome identifies similarities with chronic fatigue syndrome. J Transl Med 2020; 18:448. [PMID: 33243243 PMCID: PMC7690002 DOI: 10.1186/s12967-020-02585-5] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2020] [Accepted: 10/24/2020] [Indexed: 12/15/2022] Open
Abstract
Background Q fever fatigue syndrome (QFS) is characterised by a state of prolonged fatigue that is seen in 20% of acute Q fever infections and has major health-related consequences. The molecular mechanisms underlying QFS are largely unclear. In order to better understand its pathogenesis, we applied a multi-omics approach to study the patterns of the gut microbiome, blood metabolome, and inflammatory proteome of QFS patients, and compared these with those of chronic fatigue syndrome (CFS) patients and healthy controls (HC). Methods The study population consisted of 31 QFS patients, 50 CFS patients, and 72 HC. All subjects were matched for age, gender, and general geographical region (South-East part of the Netherlands). The gut microbiome composition was assessed by Metagenomic sequencing using the Illumina HiSeq platform. A total of 92 circulating inflammatory markers were measured using Proximity Extension Essay and 1607 metabolic features were assessed with a high-throughput non-targeted metabolomics approach. Results Inflammatory markers, including 4E-BP1 (P = 9.60–16 and 1.41–7) and MMP-1 (P = 7.09–9 and 3.51–9), are significantly more expressed in both QFS and CFS patients compared to HC. Blood metabolite profiles show significant differences when comparing QFS (319 metabolites) and CFS (441 metabolites) patients to HC, and are significantly enriched in pathways like sphingolipid (P = 0.0256 and 0.0033) metabolism. When comparing QFS to CFS patients, almost no significant differences in metabolome were found. Comparison of microbiome taxonomy of QFS and CFS patients with that of HC, shows both in- and decreases in abundancies in Bacteroidetes (with emphasis on Bacteroides and Alistiples spp.), and Firmicutes and Actinobacteria (with emphasis on Ruminococcus and Bifidobacterium spp.). When we compare QFS patients to CFS patients, there is a striking resemblance and hardly any significant differences in microbiome taxonomy are found. Conclusions We show that QFS and CFS patients are similar across three different omics layers and 4E-BP1 and MMP-1 have the potential to distinguish QFS and CFS patients from HC.
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Affiliation(s)
- Ruud P H Raijmakers
- Division of Infectious Diseases 463, Department of Internal Medicine, Radboud Expertise Center for Q Fever, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands. .,Department of Internal Medicine, Radboud University Medical Center, Nijmegen, The Netherlands.
| | - Megan E Roerink
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Anne F M Jansen
- Division of Infectious Diseases 463, Department of Internal Medicine, Radboud Expertise Center for Q Fever, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands.,Department of Internal Medicine, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Stephan P Keijmel
- Division of Infectious Diseases 463, Department of Internal Medicine, Radboud Expertise Center for Q Fever, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands.,Department of Internal Medicine, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Ranko Gacesa
- Department of Genetics, University Medical Center Groningen, Groningen, The Netherlands
| | - Yang Li
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen, The Netherlands.,Centre for Individualised Infection Medicine, CiiM, A Joint Venture between the Hannover Medical School and the Helmholtz Centre for Infection Research, Hannover, Germany.,TWINCORE, Centre for Experimental and Clinical Infection Research, A Joint Venture between the Hannover Medical School and the Helmholtz Centre for Infection Research, Hannover, Germany
| | - Leo A B Joosten
- Division of Infectious Diseases 463, Department of Internal Medicine, Radboud Expertise Center for Q Fever, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands.,Department of Internal Medicine, Radboud University Medical Center, Nijmegen, The Netherlands.,Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Jos W M van der Meer
- Division of Infectious Diseases 463, Department of Internal Medicine, Radboud Expertise Center for Q Fever, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands.,Department of Internal Medicine, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Mihai G Netea
- Division of Infectious Diseases 463, Department of Internal Medicine, Radboud Expertise Center for Q Fever, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands.,Department of Internal Medicine, Radboud University Medical Center, Nijmegen, The Netherlands.,Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Chantal P Bleeker-Rovers
- Division of Infectious Diseases 463, Department of Internal Medicine, Radboud Expertise Center for Q Fever, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands.,Department of Internal Medicine, Radboud University Medical Center, Nijmegen, The Netherlands.,Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Cheng-Jian Xu
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen, The Netherlands.,Centre for Individualised Infection Medicine, CiiM, A Joint Venture between the Hannover Medical School and the Helmholtz Centre for Infection Research, Hannover, Germany.,TWINCORE, Centre for Experimental and Clinical Infection Research, A Joint Venture between the Hannover Medical School and the Helmholtz Centre for Infection Research, Hannover, Germany
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13
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Environmental, Neuro-immune, and Neuro-oxidative Stress Interactions in Chronic Fatigue Syndrome. Mol Neurobiol 2020; 57:4598-4607. [PMID: 32761353 DOI: 10.1007/s12035-020-01939-w] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2019] [Accepted: 05/13/2020] [Indexed: 12/19/2022]
Abstract
Chronic fatigue syndrome/myalgic encephalomyelitis (CFS) is a complex, multisystem disease that is characterized by long-term fatigue, exhaustion, disabilities, pain, neurocognitive impairments, gastrointestinal symptoms, and post-exertional malaise, as well as lowered occupational, educational, and social functions. The clinical and biomarker diagnosis of this disorder is hampered by the lack of validated diagnostic criteria and laboratory tests with adequate figures of merit, although there are now many disease biomarkers indicating the pathophysiology of CFS. Here, we review multiple factors, such as immunological and environmental factors, which are associated with CFS and evaluate current concepts on the involvement of immune and environmental factors in the pathophysiology of CFS. The most frequently reported immune dysregulations in CFS are modifications in immunoglobulin contents, changes in B and T cell phenotypes and cytokine profiles, and decreased cytotoxicity of natural killer cells. Some of these immune aberrations display a moderate diagnostic performance to externally validate the clinical diagnosis of CFS, including the expression of activation markers and protein kinase R (PKR) activity. Associated with the immune aberrations are activated nitro-oxidative pathways, which may explain the key symptoms of CFS. This review shows that viral and bacterial infections, as well as nutritional deficiencies, may further aggravate the immune-oxidative pathophysiology of CFS. Targeted treatments with antioxidants and lipid replacement treatments may have some clinical efficacy in CFS. We conclude that complex interactions between immune and nitro-oxidative pathways, infectious agents, environmental factors, and nutritional deficiencies play a role in the pathophysiology of CFS.
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14
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Almulla AF, Al-Hakeim HK, Abed MS, Carvalho AF, Maes M. Chronic fatigue and fibromyalgia symptoms are key components of deficit schizophrenia and are strongly associated with activated immune-inflammatory pathways. Schizophr Res 2020; 222:342-353. [PMID: 32467068 DOI: 10.1016/j.schres.2020.05.003] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2019] [Revised: 01/26/2020] [Accepted: 05/03/2020] [Indexed: 12/18/2022]
Abstract
There is now evidence that schizophrenia and especially deficit schizophrenia (DefSCZ) (a phenotype characterized by negative symptoms) is accompanied by activated immune-inflammatory pathways. A subset of patients with schizophrenia and DefSCZ experience physiosomatic symptoms reminiscent of chronic fatigue and fibromyalgia. However, there are no data whether, in DefSCZ, physiosomatic symptoms are associated with increased levels of cytokines/chemokines. This study examined the associations between physiosomatic symptoms, as assessed with the FibroFatigue (FF) scale, and symptoms of DefSCZ as well as interleukin IL-1β, IL-1 receptor antagonist (sIL-1RA), tumor necrosis factor (TNF)-α and CCL11 (eotaxin) in 120 DefSCZ patients (as defined by the Schedule for Deficit Schizophrenia) and 54 healthy controls. In DefSCZ, there were robust associations between FF and negative symptoms, psychosis, hostility, excitation, mannerism, psychomotor retardation and formal thought disorders. A latent vector extracted from those DefSCZ symptom domains also loaded highly on the total FF score and showed adequate convergent validity, internal consistency reliability and predictive relevance. The FF score was significantly associated with impairments in semantic and episodic memory and executive functions. Soft Independent Modelling of Class Analogy showed that the FF items discriminated DefSCZ from controls with an 100% accuracy. Interleukin IL-1β, IL-1RA, TNF-α and CCL11 explained 59.4% of the variance in the LV extracted from the FF and DefSCZ symptoms. In conclusion, these data show that physiosomatic symptoms are a core component of DefSCZ phenomenology and are strongly associated with activated immune pathways, which have neurotoxic effects.
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Affiliation(s)
- Abbas F Almulla
- Medical Laboratory Technology Department, College of Medical Technology, The Islamic University, Najaf, Iraq
| | | | | | - Andre F Carvalho
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada; Centre for Addiction and Mental Health (CAMH), Toronto, ON, Canada
| | - Michael Maes
- Department of Psychiatry, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand; Department of Psychiatry, Medical University of Plovdiv, Plovdiv, Bulgaria; IMPACT Strategic Research Centre, Deakin University, Geelong, Australia.
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15
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Yang T, Yang Y, Wang D, Li C, Qu Y, Guo J, Shi T, Bo W, Sun Z, Asakawa T. The clinical value of cytokines in chronic fatigue syndrome. J Transl Med 2019; 17:213. [PMID: 31253154 PMCID: PMC6599310 DOI: 10.1186/s12967-019-1948-6] [Citation(s) in RCA: 57] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2019] [Accepted: 06/05/2019] [Indexed: 02/07/2023] Open
Abstract
Chronic fatigue syndrome (CFS) is a heterogeneous disorder with uncertain pathogenesis. Without effective therapy, CFS is characterized by disabling fatigue, depression, memory loss, and somatic discomfort. This comprehensive and impartial review aimed to assess the available evidence and examined the potential clinical value of using cytokines for the monitoring of CFS and as targets for the treatment of CFS. Inflammatory reactions and immune modulation are considered to contribute to the pathophysiology of CFS, and it is well documented that cytokines present in both blood and cerebrospinal fluid (CSF) are closely associated with the progression and severity of CFS. However, pathophysiological and methodological limitations prevent using circulating cytokines as independent diagnostic indices. Moreover, there is no evidence to support the use of CSF cytokines as independent diagnostic indices. Nevertheless, a comprehensive evaluation of changes in circulating and CSF cytokines may improve clinical understanding of the pathophysiology of patients with CFS, aiding in the establishment of an appropriate diagnosis. Importantly, the available evidence does not support the value of cytokines as therapeutic targets. We believe that an improved understanding of cytokine-related mechanisms will be helpful to explore new cytokine-related therapeutic targets.
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Affiliation(s)
- Tiansong Yang
- First Affiliated Hospital, Heilongjiang University of Chinese Medicine, 26 Heping Road, Harbin, China
| | - Yan Yang
- Heilongjiang University of Chinese Medicine, 24 Heping Road, Harbin, China
| | - Delong Wang
- Heilongjiang University of Chinese Medicine, 24 Heping Road, Harbin, China
| | - Chaoran Li
- Heilongjiang University of Chinese Medicine, 24 Heping Road, Harbin, China
| | - Yuanyuan Qu
- Heilongjiang University of Chinese Medicine, 24 Heping Road, Harbin, China
| | - Jing Guo
- Heilongjiang University of Chinese Medicine, 24 Heping Road, Harbin, China
| | - Tianyu Shi
- Heilongjiang University of Chinese Medicine, 24 Heping Road, Harbin, China
| | - Wang Bo
- Heilongjiang University of Chinese Medicine, 24 Heping Road, Harbin, China
| | - Zhongren Sun
- Heilongjiang University of Chinese Medicine, 24 Heping Road, Harbin, China.
| | - Tetsuya Asakawa
- Department of Neurosurgery, Hamamatsu University School of Medicine, Handayama, 1-20-1, Higashi-ku, Hamamatsu, Shizuoka, 431-3192, Japan. .,Research Base of Traditional Chinese Medicine Syndrome, Fujian University of Traditional Chinese Medicine, Fuzhou, 350122, China.
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16
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Raijmakers RPH, Jansen AFM, Keijmel SP, Ter Horst R, Roerink ME, Novakovic B, Joosten LAB, van der Meer JWM, Netea MG, Bleeker-Rovers CP. A possible role for mitochondrial-derived peptides humanin and MOTS-c in patients with Q fever fatigue syndrome and chronic fatigue syndrome. J Transl Med 2019; 17:157. [PMID: 31088495 PMCID: PMC6518812 DOI: 10.1186/s12967-019-1906-3] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2019] [Accepted: 05/06/2019] [Indexed: 12/21/2022] Open
Abstract
Background Q fever fatigue syndrome (QFS) is a well-documented state of prolonged fatigue following around 20% of acute Q fever infections. It has been hypothesized that low grade inflammation plays a role in its aetiology. In this study, we aimed to identify transcriptome profiles that could aid to better understand the pathophysiology of QFS. Methods RNA of monocytes was collected from QFS patients (n = 10), chronic fatigue syndrome patients (CFS, n = 10), Q fever seropositive controls (n = 10), and healthy controls (n = 10) who were age- (± 5 years) and sex-matched. Transcriptome analysis was performed using RNA sequencing. Results Mitochondrial-derived peptide (MDP)-coding genes MT-RNR2 (humanin) and MT-RNR1 (MOTS-c) were differentially expressed when comparing QFS (− 4.8 log2-fold-change P = 2.19 × 10−9 and − 4.9 log2-fold-change P = 4.69 × 10−8), CFS (− 5.2 log2-fold-change, P = 3.49 × 10−11 − 4.4 log2-fold-change, P = 2.71 × 10−9), and Q fever seropositive control (− 3.7 log2-fold-change P = 1.78 × 10−6 and − 3.2 log2-fold-change P = 1.12 × 10−5) groups with healthy controls, resulting in a decreased median production of humanin in QFS patients (371 pg/mL; Interquartile range, IQR, 325–384), CFS patients (364 pg/mL; IQR 316–387), and asymptomatic Q fever seropositive controls (354 pg/mL; 292–393). Conclusions Expression of MDP-coding genes MT-RNR1 (MOTS-c) and MT-RNR2 (humanin) is decreased in CFS, QFS, and, to a lesser extent, in Q fever seropositive controls, resulting in a decreased production of humanin. These novel peptides might indeed be important in the pathophysiology of both QFS and CFS. Electronic supplementary material The online version of this article (10.1186/s12967-019-1906-3) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Ruud P H Raijmakers
- Radboud Expertise Center for Q Fever, Department of Internal Medicine, Division of Infectious Diseases 463, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands. .,Department of Internal Medicine, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands.
| | - Anne F M Jansen
- Radboud Expertise Center for Q Fever, Department of Internal Medicine, Division of Infectious Diseases 463, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands.,Department of Internal Medicine, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands
| | - Stephan P Keijmel
- Radboud Expertise Center for Q Fever, Department of Internal Medicine, Division of Infectious Diseases 463, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands.,Department of Internal Medicine, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands
| | - Rob Ter Horst
- Department of Internal Medicine, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands
| | - Megan E Roerink
- Department of Internal Medicine, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands
| | - Boris Novakovic
- Murdoch Children's Research Institute, Royal Children's Hospital, Parkville, Australia.,Department of Paediatrics, University of Melbourne, Melbourne, Australia
| | - Leo A B Joosten
- Radboud Expertise Center for Q Fever, Department of Internal Medicine, Division of Infectious Diseases 463, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands.,Department of Internal Medicine, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands.,Radboud Center for Infectious Diseases, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands
| | - Jos W M van der Meer
- Radboud Expertise Center for Q Fever, Department of Internal Medicine, Division of Infectious Diseases 463, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands.,Department of Internal Medicine, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands
| | - Mihai G Netea
- Radboud Expertise Center for Q Fever, Department of Internal Medicine, Division of Infectious Diseases 463, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands.,Department of Internal Medicine, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands.,Radboud Center for Infectious Diseases, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands
| | - Chantal P Bleeker-Rovers
- Radboud Expertise Center for Q Fever, Department of Internal Medicine, Division of Infectious Diseases 463, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands.,Department of Internal Medicine, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands.,Radboud Center for Infectious Diseases, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands
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17
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Morris G, Maes M, Berk M, Puri BK. Myalgic encephalomyelitis or chronic fatigue syndrome: how could the illness develop? Metab Brain Dis 2019; 34:385-415. [PMID: 30758706 PMCID: PMC6428797 DOI: 10.1007/s11011-019-0388-6] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/30/2018] [Accepted: 01/23/2019] [Indexed: 12/19/2022]
Abstract
A model of the development and progression of chronic fatigue syndrome (myalgic encephalomyelitis), the aetiology of which is currently unknown, is put forward, starting with a consideration of the post-infection role of damage-associated molecular patterns and the development of chronic inflammatory, oxidative and nitrosative stress in genetically predisposed individuals. The consequences are detailed, including the role of increased intestinal permeability and the translocation of commensal antigens into the circulation, and the development of dysautonomia, neuroinflammation, and neurocognitive and neuroimaging abnormalities. Increasing levels of such stress and the switch to immune and metabolic downregulation are detailed next in relation to the advent of hypernitrosylation, impaired mitochondrial performance, immune suppression, cellular hibernation, endotoxin tolerance and sirtuin 1 activation. The role of chronic stress and the development of endotoxin tolerance via indoleamine 2,3-dioxygenase upregulation and the characteristics of neutrophils, monocytes, macrophages and T cells, including regulatory T cells, in endotoxin tolerance are detailed next. Finally, it is shown how the immune and metabolic abnormalities of chronic fatigue syndrome can be explained by endotoxin tolerance, thus completing the model.
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Affiliation(s)
- Gerwyn Morris
- IMPACT Strategic Research Centre, School of Medicine, Barwon Health, Deakin University, Geelong, Victoria, Australia
| | - Michael Maes
- IMPACT Strategic Research Centre, School of Medicine, Barwon Health, Deakin University, Geelong, Victoria, Australia
- Department of Psychiatry, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Michael Berk
- IMPACT Strategic Research Centre, School of Medicine, Barwon Health, Deakin University, Geelong, Victoria, Australia
- Department of Psychiatry, Royal Melbourne Hospital, University of Melbourne, Parkville, Victoria, Australia
- Florey Institute for Neuroscience and Mental Health, University of Melbourne, Parkville, Victoria, Australia
- Orygen, The National Centre of Excellence in Youth Mental Health, Parkville, Victoria, Australia
| | - Basant K Puri
- Department of Medicine, Imperial College London, Hammersmith Hospital, London, England, W12 0HS, UK.
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18
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Raijmakers RPH, Koeken VACM, Jansen AFM, Keijmel SP, Roerink ME, Joosten LAB, Netea MG, van der Meer JWM, Bleeker-Rovers CP. Cytokine profiles in patients with Q fever fatigue syndrome. J Infect 2019; 78:349-357. [PMID: 30684502 DOI: 10.1016/j.jinf.2019.01.006] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2018] [Revised: 01/09/2019] [Accepted: 01/21/2019] [Indexed: 12/18/2022]
Abstract
BACKGROUND Q fever fatigue syndrome (QFS) is a state of prolonged fatigue following around 20% of acute Q fever cases. It is thought that chronic inflammation plays a role in its etiology. To test this hypothesis we measured circulating cytokines and the ex-vivo cytokine production in patients with QFS and compared with various control groups. MATERIALS/METHODS Peripheral blood mononuclear cells (PBMCs), whole blood, and serum were collected from 20 QFS patients, 19 chronic fatigue syndrome (CFS) patients, 19 Q fever seropositive controls, and 25 age- and sex-matched healthy controls. Coxiella-specific ex-vivo production of tumor necrosis factor (TNF)α, interleukin (IL)-1β, IL-6, and interferon (IFN) was measured, together with a total of 92 circulating inflammatory proteins. RESULTS PBMCs of QFS patients produced more IL-6 (P = 0.0001), TNFα (P = 0.0002), and IL-1β (P = 0.0005) than the various control groups when stimulated with Coxiella antigen. QFS patients had distinct differences in circulating inflammatory markers compared to the other groups, including higher concentrations of circulating IL-6 and IFNγ. CONCLUSION QFS patients showed signs of chronic inflammation compared to asymptomatic Q fever seropositive controls, CFS patients, and healthy controls, of which the monocyte-derived cytokines TNFα, IL-1β, and especially IL-6, are likely crucial components.
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Affiliation(s)
- Ruud P H Raijmakers
- Radboud Expertise Center for Q Fever, Department of Internal Medicine, Division of Infectious Diseases, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, the Netherlands; Department of Internal Medicine, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, the Netherlands.
| | - Valerie A C M Koeken
- Department of Internal Medicine, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, the Netherlands.
| | - Anne F M Jansen
- Radboud Expertise Center for Q Fever, Department of Internal Medicine, Division of Infectious Diseases, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, the Netherlands; Department of Internal Medicine, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, the Netherlands.
| | - Stephan P Keijmel
- Radboud Expertise Center for Q Fever, Department of Internal Medicine, Division of Infectious Diseases, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, the Netherlands; Department of Internal Medicine, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, the Netherlands.
| | - Megan E Roerink
- Department of Internal Medicine, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, the Netherlands.
| | - Leo A B Joosten
- Radboud Expertise Center for Q Fever, Department of Internal Medicine, Division of Infectious Diseases, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, the Netherlands; Department of Internal Medicine, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, the Netherlands; Radboud Center for Infectious Diseases, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, the Netherlands.
| | - Mihai G Netea
- Radboud Expertise Center for Q Fever, Department of Internal Medicine, Division of Infectious Diseases, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, the Netherlands; Department of Internal Medicine, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, the Netherlands; Radboud Center for Infectious Diseases, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, the Netherlands.
| | - Jos W M van der Meer
- Radboud Expertise Center for Q Fever, Department of Internal Medicine, Division of Infectious Diseases, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, the Netherlands; Department of Internal Medicine, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, the Netherlands.
| | - Chantal P Bleeker-Rovers
- Radboud Expertise Center for Q Fever, Department of Internal Medicine, Division of Infectious Diseases, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, the Netherlands; Department of Internal Medicine, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, the Netherlands; Radboud Center for Infectious Diseases, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, the Netherlands.
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19
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Bjørklund G, Dadar M, Pen JJ, Chirumbolo S, Aaseth J. Chronic fatigue syndrome (CFS): Suggestions for a nutritional treatment in the therapeutic approach. Biomed Pharmacother 2018; 109:1000-1007. [PMID: 30551349 DOI: 10.1016/j.biopha.2018.10.076] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2018] [Revised: 10/10/2018] [Accepted: 10/14/2018] [Indexed: 12/27/2022] Open
Abstract
Chronic fatigue syndrome (CFS) is known as a multi-systemic and complex illness, which induces fatigue and long-term disability in educational, occupational, social, or personal activities. The diagnosis of this disease is difficult, due to lacking a proper and suited diagnostic laboratory test, besides to its multifaceted symptoms. Numerous factors, including environmental and immunological issues, and a large spectrum of CFS symptoms, have recently been reported. In this review, we focus on the nutritional intervention in CFS, discussing the many immunological, environmental, and nutritional aspects currently investigated about this disease. Changes in immunoglobulin levels, cytokine profiles and B- and T- cell phenotype and declined cytotoxicity of natural killer cells, are commonly reported features of immune dysregulation in CFS. Also, some nutrient deficiencies (vitamin C, vitamin B complex, sodium, magnesium, zinc, folic acid, l-carnitine, l-tryptophan, essential fatty acids, and coenzyme Q10) appear to be important in the severity and exacerbation of CFS symptoms. This review highlights a far-driven analysis of mineral and vitamin deficiencies among CFS patients.
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Affiliation(s)
- Geir Bjørklund
- Council for Nutritional and Environmental Medicine, Mo i Rana, Norway.
| | - Maryam Dadar
- Razi Vaccine and Serum Research Institute, Agricultural Research, Education and Extension Organization (AREEO), Karaj, Iran
| | - Joeri J Pen
- Diabetes Clinic, Department of Internal Medicine, UZ Brussel, Vrije Universiteit Brussel (VUB), Brussels, Belgium; Department of Nutrition, UZ Brussel, Vrije Universiteit Brussel (VUB), Brussels, Belgium
| | - Salvatore Chirumbolo
- Department of Neuroscience, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
| | - Jan Aaseth
- Research Department, Innlandet Hospital Trust, Brumunddal, Norway; Inland Norway University of Applied Sciences, Elverum, Norway
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20
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Metabolic abnormalities in chronic fatigue syndrome/myalgic encephalomyelitis: a mini-review. Biochem Soc Trans 2018; 46:547-553. [PMID: 29666214 DOI: 10.1042/bst20170503] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2018] [Revised: 03/08/2018] [Accepted: 03/12/2018] [Indexed: 12/17/2022]
Abstract
Chronic fatigue syndrome (CFS), commonly known as myalgic encephalomyelitis (ME), is a debilitating disease of unknown etiology. CFS/ME is a heterogeneous disease associated with a myriad of symptoms but with severe, prolonged fatigue as the core symptom associated with the disease. There are currently no known biomarkers for the disease, largely due to the lack of knowledge surrounding the eitopathogenesis of CFS/ME. Numerous studies have been conducted in an attempt to identify potential biomarkers for the disease. This mini-review offers a brief summary of current research into the identification of metabolic abnormalities in CFS/ME which may represent potential biomarkers for the disease. The progress of research into key areas including immune dysregulation, mitochondrial dysfunction, 5'-adenosine monophosphate-activated protein kinase activation, skeletal muscle cell acidosis, and metabolomics are presented here. Studies outlined in this mini-review show many potential causes for the pathogenesis of CFS/ME and identify many potential metabolic biomarkers for the disease from the aforementioned research areas. The future of CFS/ME research should focus on building on the potential biomarkers for the disease using multi-disciplinary techniques at multiple research sites in order to produce robust data sets. Whether the metabolic changes identified in this mini-review occur as a cause or a consequence of the disease must also be established.
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