Cited by 83Fibromyalgia and Chronic Fatigue Syndrome ResearchLong-Term Effects of COVID-19Tryptophan and brain disorders

Persistent fatigue induced by interferon-alpha: a novel, inflammation-based, proxy model of chronic fatigue syndrome

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Russell, Alice, Hepgul, Nilay, Nikkheslat, Naghmeh, Borsini, Alessandra, Zajkowska, Zuzanna, Moll, Natalie, Forton, Daniel, Agarwal, Kosh +12 more·2019·Psychoneuroendocrinology

Abstract

The role of immune or infective triggers in the pathogenesis of Chronic Fatigue Syndrome (CFS) is not yet fully understood. Barriers to obtaining immune measures at baseline (i.e., before the trigger) in CFS and post-infective fatigue model cohorts have prevented the study of pre-existing immune dysfunction and subsequent immune changes in response to the trigger. This study presents interferon-alpha (IFN-α)-induced persistent fatigue as a model of CFS. IFN-α, which is used in the treatment of chronic Hepatitis C Virus (HCV) infection, induces a persistent fatigue in some individuals, which does not abate post-treatment, that is, once there is no longer immune activation. This model allows for the assessment of patients before and during exposure to the immune trigger, and afterwards when the original trigger is no longer present. Fifty-five patients undergoing IFN-α treatment for chronic HCV were assessed at baseline, during the 6-12 months of IFN-α treatment, and at six-months post-treatment. Measures of fatigue, cytokines and kynurenine pathway metabolites were obtained. Fifty-four CFS patients and 57 healthy volunteers completed the same measures at a one-off assessment, which were compared with post-treatment follow-up measures from the HCV patients. Eighteen patients undergoing IFN-α treatment (33%) were subsequently defined as having 'persistent fatigue' (the proposed model for CFS), if their levels of fatigue were higher six-months post-treatment than at baseline; the other 67% were considered 'resolved fatigue'. Patients who went on to develop persistent fatigue experienced a greater increase in fatigue symptoms over the first four weeks of IFN-α, compared with patients who did not (Δ Treatment Week (TW)-0 vs. TW4; PF: 7.1 ± 1.5 vs. RF: 4.0 ± 0.8, p = 0.046). Moreover, there was a trend towards increased baseline interleukin (IL)-6, and significantly higher baseline IL-10 levels, as well as higher levels of these cytokines in response to IFN-α treatment, alongside concurrent increases in fatigue. Levels increased to more than double those of the other patients by Treatment Week (TW)4 (p = 0.011 for IL-6 and p = 0.001 for IL-10). There was no evidence of an association between persistent fatigue and peripheral inflammation six-months post-treatment, nor did we observe peripheral inflammation in the CFS cohort. While there were changes in kynurenine metabolites in response to IFN-α, there was no association with persistent fatigue. CFS patients had lower levels of the ratio of kynurenine to tryptophan and 3-hydroxykynurenine than controls. Future studies are needed to elucidate the mechanisms behind the initial exaggerated response of the immune system in those who go on to experience persistent fatigue even if the immune trigger is no longer present, and the change from acute to chronic fatigue in the absence of continued peripheral immune activation.

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  • More recent studies have found abnormalities in cerebrospinal fluid independent of psychiatric diagnoses, consistent with neuroinflammation.

    “More recent studies have found abnormalities in cerebrospinal fluid independent of psychiatric diagnoses64–66, consistent with neuroinflammation.”

    From Leveraging Prior Knowledge of Endocrine Immune Regulation in the Therapeutically-relevant Phenotyping of Women with Chronic Fatigue Syndrome (2019) · cites this paper as [65]

    The Introduction reports that recent studies found raised inflammatory markers in the cerebrospinal fluid of CFS patients, consistent with the claim’s inflammation-related point. It does not say those findings were independent of psychiatric diagnoses. The Methods describe assessing depression, but do not establish that qualification for the cerebrospinal-fluid findings. Page numbers were unavailable in our copy. (LLM, conf=0.85)

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Research works printed but not linked: 50

  1. Alter M.J. Epidemiology of hepatitis C virus infection World J. Gastroenterol. 13 2007 2436 2441 17552026 PMC4146761
  2. Anderson G. Berk M. Maes M. Biological phenotypes underpin the physio-somatic symptoms of somatization, depression, and chronic fatigue syndrome Acta Psychiatr. Scand. 129 2014 83 97 23952563
  3. Barkus E.J. Stirling J. Hopkins R.S. Lewis S. Cannabis-induced psychosis-like experiences are associated with high schizotypy Psychopathology 39 2006 175 178 16636640
  4. Barnes J. Mondelli V. Pariante C.M. Genetic contributions of inflammation to depression Neuropsychopharmacology 42 2017 81 98 27555379 PMC5143493
  5. Bellmann-Weiler R. Schroecksnadel K. Holzer C. Larcher C. Fuchs D. Weiss G. IFN-gamma mediated pathways in patients with fatigue and chronic active Epstein Barr virus-infection J. Affect. Disord. 108 2008 171 176 17945348
  6. Bifulco A. Bernazzani O. Moran P.M. Jacobs C. The childhood experience of care and abuse questionnaire (CECA.Q): validation in a community series Br. J. Clin. Psychol. 44 2005 563 581 16368034
  7. Blundell S. Ray K.K. Buckland M. White P.D. Chronic fatigue syndrome and circulating cytokines: a systematic review Brain Behav. Immun. 50 2015 186 195 26148446
  8. Borsini A. Alboni S. Horowitz M.A. Tojo L.M. Cannazza G. Su K. Pariante C.M. Zunszain P.A. Rescue of IL-1beta-induced reduction of human neurogenesis by omega-3 fatty acids and antidepressants Brain Behav. Immun. 65 2017 230 238 28529072 PMC5540223
  9. Borsini A. Cattaneo A. Malpighi C. Thuret S. Harrison N.A. Immunopsychiatry Consortium M.R.C. Zunszain P.A. Pariante C.M. Interferon-alpha reduces human hippocampal neurogenesis and increases apoptosis via activation of distinct STAT1-Dependent mechanisms Int. J. Neuropsychopharmacol. 21 2018 187 200 29040650 PMC5793815
  10. Borsini A. Hepgul N. Mondelli V. Chalder T. Pariante C.M. Childhood stressors in the development of fatigue syndromes: a review of the past 20 years of research Psychol. Med. 2013 1 15 24093427
  11. Candy B. Chalder T. Cleare A.J. Peakman A. Skowera A. Wessely S. Weinman J. Zuckerman M. Hotopf M. Predictors of fatigue following the onset of infectious mononucleosis Psychol. Med. 33 2003 847 855 12877399
  12. Candy B. Chalder T. Cleare A.J. Wessely S. White P.D. Hotopf M. Recovery from infectious mononucleosis: a case for more than symptomatic therapy? A systematic review Br. J. Gen. Pract. 52 2002 844 851 12392128 PMC1316091
  13. Capuron L. Gumnick J.F. Musselman D.L. Lawson D.H. Reemsnyder A. Nemeroff C.B. Miller A.H. Neurobehavioral effects of interferon-alpha in cancer patients: phenomenology and paroxetine responsiveness of symptom dimensions Neuropsychopharmacology 26 2002 643 652 11927189
  14. Carlo-Stella N. Badulli C. De Silvestri A. Bazzichi L. Martinetti M. Lorusso L. Bombardieri S. Salvaneschi L. Cuccia M. A first study of cytokine genomic polymorphisms in CFS: positive association of TNF-857 and IFNγ-874 rare alleles Clin. Exp. Rheumatol. 24 2006 179 182 16762155
  15. Cella M. Chalder T. Measuring fatigue in clinical and community settings J. Psychosom. Res. 69 2010 17 22 20630259
  16. Clark C. Goodwin L. Stansfeld S.A. Hotopf M. White P.D. Premorbid risk markers for chronic fatigue syndrome in the 1958 British birth cohort Br. J. Psychiatry 199 2011 323 329 21852302
  17. Danese A. Pariante C.M. Caspi A. Taylor A. Poulton R. Childhood maltreatment predicts adult inflammation in a life-course study Proc. Natl. Acad. Sci. U. S. A. 104 2007 1319 1324 17229839 PMC1783123
  18. Dantzer R. Heijnen C.J. Kavelaars A. Laye S. Capuron L. The neuroimmune basis of fatigue Trends Neurosci. 37 2014 39 46 24239063 PMC3889707
  19. Harvey S.B. Wadsworth M. Wessely S. Hotopf M. The relationship between prior psychiatric disorder and chronic fatigue: evidence from a national birth cohort study Psychol. Med. 38 2008 933 940 17976252 PMC3196526
  20. Hatcher S. House A. Life events, difficulties and dilemmas in the onset of chronic fatigue syndrome: a case – control study Psychol. Med. 33 2003 1185 1192 14580073
  21. Heim C. Nater U.M. Maloney M. Boneva R. Jones J.F. Reeves W.C. Childhood trauma and risk for chronic fatigue syndrome - association with neuroendocrine dysfunction Arch. Gen. Psychiatry 66 2009 72 80 19124690
  22. Heim C. Wagner D. Maloney E. Papanicolaou D.A. Solomon L. Jones J.F. Unger E.R. Reeves W.C. Early adverse experience and risk for chronic fatigue syndrome: results from a population-based study Arch. Gen. Psychiatry 63 2006 1258 1266 17088506
  23. Hepgul N. Cattaneo A. Agarwal K. Baraldi S. Borsini A. Bufalino C. Forton D.M. Mondelli V. Nikkheslat N. Lopizzo N. Riva M.A. Russell A. Hotopf M. Pariante C.M. Transcriptomics in Interferon-α-Treated patients identifies inflammation-, neuroplasticity- and oxidative stress-related signatures as predictors and correlates of depression Neuropsychopharmacology 6 2016 1 10 PMC4983179 27067128
  24. Hepgul N. Pariante C.M. Baraldi S. Borsini A. Bufalino C. Russell A. Agarwal K. Cleare A.J. Forton D.M. Henderson M. Mondelli V. Ranjith G. Hotopf M. Depression and anxiety in patients receiving interferon-alpha: the role of illness perceptions J. Health Psychol. 2016 27458106
  25. Hickie I. Davenport T. Wakefield D. Vollmer-Conna U. Cameron B. Vernon S.D. Reeves W.C. Lloyd A. Post-infective and chronic fatigue syndromes precipitated by viral and non-viral pathogens: prospective cohort study Source BMJ Br. Med. J. 3338723 2006 575 578 PMC1569956 16950834
  26. Hopwood M. Perspectives of a self-selected sample of former patients on the long-term health outcomes of interferon-based hepatitis C treatments: an exploratory study Psychol. Health Med. 18 2013 742 750 23458315
  27. Huckans M. Fuller B. Wheaton V. Jaehnert S. Ellis C. Kolessar M. Kriz D. Anderson J.R. Berggren K. Olavarria H. Sasaki A.W. Chang M. Flora K.D. Jennifer M. A longitudinal study evaluating the effects of interferon-alpha therapy on cognitive and psychiatric function in adults with chronic hepatitis c J. Psychosom. Res. 78 2015 184 192 25219976 PMC4435678
  28. Jason L.A. Plioplys A.V. Torres-Harding S. Corradi K. Comparing symptoms of chronic fatigue syndrome in a community-based versus tertiary care sample J. Health Psychol. 8 2003 459 464 19127712
  29. Leonard B. Maes M. Mechanistic explanations how cell-mediated immune activation, inflammation and oxidative and nitrosative stress pathways and their sequels and concomitants play a role in the pathophysiology of unipolar depression Neurosci. Biobehav. Rev. 36 2012 764 785 22197082
  30. Lyall M. Peakman M. Wessely S. A systematic review and critical evaluation of the immunology of chronic fatigue syndrome J. Psychosom. Res. 55 2003 79 90 12932505
  31. Maes M. Galecki P. Verkerk R. Rief W. Somatization, but not depression, is characterized by disorders in the tryptophan catabolite (TRYCAT) pathway, indicating increased indoleamine 2,3-dioxygenase and lowered kynurenine aminotransferase activity Neuroendocrinol. Lett. 32 2011 264 273 21712776
  32. Maes M. Twisk F.N.M. Ringel K. Inflammatory and cell-mediated immune biomarkers in myalgic encephalomyelitis/chronic fatigue syndrome and depression: inflammatory markers are higher in myalgic encephalomyelitis/chronic fatigue syndrome than in depression Psychother. Psychosom. 81 2012 286 295 22832503
  33. Mallett R. Leff J. Bhugra D. Pang D. Zhao J.H. Social environment, ethnicity and schizophrenia. A case-control study Soc. Psychiatry Psychiatr. Epidemiol. 37 2002 329 335 12111025
  34. Montoya J.G. Holmes T.H. Anderson J.N. Maecker H.T. Rosenberg-hasson Y. Cytokine signature associated with disease severity in chronic fatigue syndrome patients PNAS 2017 PMC5576836 28760971
  35. Morris G. Carvalho A. Anderson G. Galecki P. Maes M. The many neuroprogressive actions of tryptophan catabolites (TRYCATs) that may be associated with the pathophysiology of neuro-immune disorders Curr. Pharm. Des. 2015 963 977 26667000
  36. Nijs J. Meeus M. Van Oosterwijck J. Roussel N. De Kooning M. Ickmans K. Matic M. Treatment of central sensitization in patients with “unexplained” chronic pain: what options do we have? Expert Opin. Pharmacother. 0 2011 8 13 21254866
  37. Piraino B. Vollmer-Conna U. Lloyd A.R. Genetic associations of fatigue and other symptom domains of the acute sickness response to infection Brain Behav. Immun. 26 2012 552 558 22227623 PMC7127134
  38. Pollmacher T. Haack M. Schuld A. Reichenberg A. Yirmiya R. Low levels of circulating inflammatory cytokines - do they affect human brain functions? Brain Behav. Immun. 16 2002 525 532 12401466
  39. Raison C.L. Lin J.M.S. Reeves W.C. Association of peripheral inflammatory markers with chronic fatigue in a population-based sample Brain Behav. Immun. 23 2009 327 337 19111923
  40. Romano G.F. Tomassi S. Russell A. Mondelli V. Pariante C.M. Fibromyalgia and chronic fatigue: the underlying biology and related theoretical issues Adv. Psychosom. Med. 34 2015 61 77 25832514
  41. Rush A.J. Gullion C.M. Basco M.R. Jarrett R.B. Trivedi M.H. The inventory of depressive symptomatology (IDS): psychometric properties Psychol. Med. 26 1996 477 486 8733206
  42. Salit I.E. Precipitating factors for the chronic fatigue syndrome J. Psychiatr. Res. 31 1997 59 65 9201648
  43. Sarkar S. Jiang Z. Evon D.M. Wahed A.S. Hoofnagle J.H. Fatigue before, during and after antiviral therapy of chronic hepatitis C: results from the Virahep-C study J. Hepatol. 57 2012 946 952 22760009 PMC3477271
  44. Sheehan D.V. Lecrubier Y. Sheehan H. Amorim P. Janavs J. Weiller E. Hergueta T. Baker R. Dunbar, Geoffrey C. The Mini-International Neuropsychiatric Interview (M.I.N.I): the development and validation of a structured diagnostic psychiatric interview for DSM-IV and ICD-10 J. Clin. Psychiatry 59 1998 22 23 9881538
  45. Silverman M.N. Heim C.M. Nater U.M. Marques A.H. Sternberg E.M. Neuroendocrine and immune contributors to fatigue Phys. Med. Rehabil. 2 2010 338 346 PMC2933136 20656615
  46. Vollmer-Conna U. Cameron B. Hadzi-Pavlovic D. Singletary K. Davenport T. Vernon S. Reeves W.C. Hickie I. Wakefield D. Lloyd A.R. Postinfective fatigue syndrome is not associated with altered cytokine production Clin. Infect. Dis. 45 2007 732 735 17712757
  47. Vollmer-Conna U. Fazou C. Cameron B. Li H. BL L. Davenport T. Wakefield D. Hickie I. Lloyd A. Production of pro-inflammatory cytokines correlates with the symptoms of acute sickness behavior in humans Psychol. Med. 34 2004 1289 1297 15697055
  48. Vollmer-Conna Piraino B.F. Cameron B. Davenport T. Hickie I. Wakefield D. Lloyd A.R. Cytokine polymorphisms have a synergistic effect on severity of the acute sickness response to infection Clin. Infect. Dis. 47 2008 1418 1425 18937577
  49. Wang T. Yin J. Miller A.H. Xiao C. A systematic review of the association between fatigue and genetic polymorphisms Brain Behav. Immun. 62 2017 230 244 28089639 PMC5947855
  50. White P.D. Thomas J.M. Kangro H.O. Bruce-Jones W.D.A. Amess J. Crawford D.H. Grover S.A. Clare A.W. Predictions and associations of fatigue syndromes and mood disorders that occur after infectious mononucleosis Lancet 358 2001 1946 1954 11747919

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Authors
Russell, A., Hepgul, N., Nikkheslat, N., Borsini, A., Zajkowska, Z., Moll, N., Forton, D., Agarwal, K., Chalder, T., Mondelli, V., Hotopf, M., Cleare, A., Murphy, G., Foster, G., Wong, T., Schütze, G. A., Schwarz, M. J., Harrison, N., Zunszain, P. A., & Pariante, C. M.
Affiliations
  • King's College London (GB)
  • LMU Klinikum (DE)
  • St George's Hospital (GB)
  • King's College Hospital NHS Foundation Trust (GB)
  • Royal Free London NHS Foundation Trust (GB)
  • Barts Health NHS Trust (GB)
  • St Thomas' Hospital (GB)
  • Brighton and Sussex Medical School (GB)
Corresponding author
Russell, Alice
Venue
Psychoneuroendocrinology
Publisher
Elsevier BV
Published
2019-02
Volume
100
Pages
276-285
ISSN
0306-4530 (ISSN-L)
OpenAlex
W2902692270
Cited by
83
References
6
Citations by year
2026: 1 · 2025: 11 · 2024: 8 · 2023: 14 · 2022: 13 · 2021: 14 · 2020: 10 · 2019: 12
FWCI
7.08
Type
journal article
Language
en
Open access
Locations
  • Psychoneuroendocrinology (publishedVersion, cc-by)
  • Europe PMC (PubMed Central) (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • Research Portal (King's College London) (publishedVersion, other-oa)
  • ORCA Online Research @Cardiff (Cardiff University) (acceptedVersion)
  • St George's Online Research Archive (St George's University of London) (acceptedVersion)
  • Sussex Research Online (University of Sussex) (submittedVersion, cc-by)
  • Figshare (submittedVersion, cc-by)
Funders
  • Medical Research Council
  • Persistent Fatigue Induced by Interferon-alpha: A New Immunological Model for Chronic Fatigue Syndrome (MR/J002739/1)
  • National Institute for Health Research Mental Health Biomedical Research Centre in Mental Health at South London
  • Maudsley NHS Foundation Trust and King’s College London
  • National Institute for Health Research (NIHR) Collaboration for Leadership in Applied Health Research and Care South London at King's College Hospital NHS Foundation Trust
Topics
  • Health Sciences › Medicine › Psychiatry and Mental health › Fibromyalgia and Chronic Fatigue Syndrome Research
  • Health Sciences › Medicine › Neurology › Long-Term Effects of COVID-19
  • Life Sciences › Neuroscience › Biological Psychiatry › Tryptophan and brain disorders
Keywords
chronic fatigue syndrome, interferon-alpha, persistent fatigue, hepatitis C, cytokines, interleukin-6, IL-10, kynurenine pathway metabolites, peripheral inflammation, immune activation, immune dysfunction, post-treatment follow-up, cytokine biomarkers, kynurenine, quinolinic acid
MeSH terms
Adult, Cross-Sectional Studies, Female, Humans, Inflammation, Male, Middle Aged, Models, Biological, Fatigue Syndrome, Chronic, Case-Control Studies, Interferon-alpha, Hepatitis C, Chronic

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