Linking disease symptoms and subtypes with personalized systems-based phenotypes: a proof of concept study

Abstract:

A dynamic systems model was used to generate parameters describing a phenotype of Hypothalamic-Pituitary-Adrenal (HPA) behavior in a sample of 36 patients with chronic fatigue syndrome (CFS) and/or fibromyalgia (FM) and 36 case-matched healthy controls. Altered neuroendocrine function, particularly in relation to somatic symptoms and poor sleep quality, may contribute to the pathophysiology of these disorders.

Blood plasma was assayed for cortisol and ACTH every 10 min for 24h. The dynamic model was specified with an ordinary differential equation using three parameters: (1) ACTH-adrenal signaling, (2) inhibitory feedback, and (3) non-ACTH influences. The model was “personalized” by estimating an individualized set of parameters from each participant’s data. Day and nighttime parameters were assessed separately.

Two nocturnal parameters (ACTH-adrenal signaling and inhibitory feedback) significantly differentiated the two patient subgroups (“fatigue-predominant” patients with CFS only versus “pain-predominant” patients with FM and comorbid chronic fatigue) from controls (all p’s<.05), whereas daytime parameters and diurnal/nocturnal slopes did not. The same nocturnal parameters were significantly associated with somatic symptoms among patients (p’s<.05). There was a significantly different pattern of association between nocturnal non-ACTH influences and sleep quality among patients versus controls (p<.05).

Although speculative, the finding that patient somatic symptoms decreased when more cortisol was produced per unit ACTH, is consistent with cortisol’s anti-inflammatory and sleep-modulatory effects. Patients’ HPA systems may compensate by promoting more rapid or sustained cortisol production. Mapping “behavioral phenotypes” of stress-arousal systems onto symptom clusters may help disentangle the pathophysiology of complex disorders with frequent comorbidity.

Copyright © 2012 Elsevier Inc. All rights reserved.

Comment in: A moving target: taking aim at the regulatory dynamics of illness. [Brain Behav Immun. 2012]

 

Source: Aschbacher K, Adam EK, Crofford LJ, Kemeny ME, Demitrack MA, Ben-Zvi A. Linking disease symptoms and subtypes with personalized systems-based phenotypes: a proof of concept study. Brain Behav Immun. 2012 Oct;26(7):1047-56. doi: 10.1016/j.bbi.2012.06.002. Epub 2012 Jun 9. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3725324/ (Full article)

 

IgM-mediated autoimmune responses directed against anchorage epitopes are greater in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS) than in major depression

Abstract:

Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS) and depression are considered to be neuro-immune disorders (Maes and Twisk, BMC Medicine 8:35, 2010). There is also evidence that depression and ME/CFS are accompanied by oxidative and nitrosative stress (O&NS) and by increased autoantibodies to a number of self-epitopes some of which have become immunogenic due to damage by O&NS. The aim of this study is to examine IgM-mediated autoimmune responses to different self-epitopes in ME/CFS versus depression.

We examined serum IgM antibodies to three anchorage molecules (palmitic and myristic acid and S-farnesyl-L-cysteine); acetylcholine; and conjugated NO-modified adducts in 26 patients with major depression; 16 patients with ME/CFS, 15 with chronic fatigue; and 17 normal controls. Severity of fatigue and physio-somatic (F&S) symptoms was measured with the Fibromyalgia and Chronic Fatigue Syndrome Rating Scale.

Serum IgM antibodies to the three anchorage molecules and NO-phenylalanine were significantly higher in ME/CFS than in depression. The autoimmune responses to oxidatively, but not nitrosatively, modified self-epitopes were significantly higher in ME/CFS than in depression and were associated with F&S symptoms. The autoimmune activity directed against conjugated acetylcholine did not differ significantly between ME/CFS and depression, but was greater in the patients than controls.

Partially overlapping pathways, i.e. increased IgM antibodies to a multitude of neo-epitopes, underpin both ME/CFS and depression, while greater autoimmune responses directed against anchorage molecules and oxidatively modified neo-epitopes discriminate patients with ME/CFS from those with depression. These autoimmune responses directed against neoantigenic determinants may play a role in the dysregulation of key cellular functions in both disorders, e.g. intracellular signal transduction, cellular differentiation and apoptosis, but their impact may be more important in ME/CFS than in depression.

 

Source: Maes M, Mihaylova I, Kubera M, Leunis JC, Twisk FN, Geffard M. IgM-mediated autoimmune responses directed against anchorage epitopes are greater in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS) than in major depression. Metab Brain Dis. 2012 Dec;27(4):415-23. doi: 10.1007/s11011-012-9316-8. Epub 2012 May 22. https://www.ncbi.nlm.nih.gov/pubmed/22614823

 

Inflammatory fatigue and sickness behaviour – lessons for the diagnosis and management of chronic fatigue syndrome

Abstract:

Persistent and severe fatigue is a common part of the presentation of a diverse range of disease processes. There is a growing body of evidence indicating a common inflammatory pathophysiology underlying many conditions where fatigue is a primary patient concern, including chronic fatigue syndrome. This review explores current models of how inflammatory mediators act on the central nervous system to produce fatigue and sickness behaviour, and the commonality of these processes in conditions as diverse as surgical trauma, infection, various cancers, inflammatory bowel disease, connective tissue diseases and autoimmune diseases. We also discuss evidence indicating chronic fatigue syndrome may have important pathophysiological similarities with cytokine mediated sickness behaviour, and what lessons can be applied from sickness behaviour to chronic fatigue syndrome with regards to the diagnosis and management.

Copyright © 2012 Elsevier B.V. All rights reserved.

 

Source: Arnett SV, Clark IA. Inflammatory fatigue and sickness behaviour – lessons for the diagnosis and management of chronic fatigue syndrome. J Affect Disord. 2012 Dec 10;141(2-3):130-42. doi: 10.1016/j.jad.2012.04.004. Epub 2012 May 11. https://www.ncbi.nlm.nih.gov/pubmed/22578888

 

Cytotoxic lymphocyte microRNAs as prospective biomarkers for Chronic Fatigue Syndrome/Myalgic Encephalomyelitis

Abstract:

BACKGROUND: Immune dysfunction associated with a disease often has a molecular basis. A novel group of molecules known as microRNAs (miRNAs) have been associated with suppression of translational processes involved in cellular development and proliferation, protein secretion, apoptosis, immune function and inflammatory processes. MicroRNAs may be implicated in Chronic Fatigue Syndrome/Myalgic Encephalomyelitis (CFS/ME), where immune function is impaired. The objective of this study was to determine the association between miRNAs in cytotoxic cells and CFS/ME.

METHODS: Natural Killer (NK) and CD8(+)T cells were preferentially isolated from peripheral blood mononuclear cells from all participants (CFS/ME, n=28; mean age=41.8±9.6 years and controls, n=28; mean age=45.3±11.7 years), via negative cell enrichment. Following total RNA extraction and subsequent synthesis of cDNA, reverse transcriptase-quantitative polymerase chain reaction (RT-qPCR) was used to determine the expression levels of nineteen miRNAs.

RESULTS: There was a significant reduction in the expression levels of miR-21, in both the NK and CD8(+)T cells in the CFS/ME sufferers. Additionally, the expression of miR-17-5p, miR-10a, miR-103, miR-152, miR-146a, miR-106, miR-223 and miR-191 was significantly decreased in NK cells of CFS/ME patients in comparison to the non-fatigued controls.

LIMITATIONS: The results from these investigations are not yet transferable into the clinical setting, further validatory studies are now required.

CONCLUSIONS: Collectively these miRNAs have been associated with apoptosis, cell cycle, development and immune function. Changes in miRNAs in cytotoxic cells may reduce the functional capacity of these cells and disrupt effective cytotoxic activity along with other immune functions in CFS/ME patients.

Copyright © 2012 Elsevier B.V. All rights reserved.

 

Source: Brenu EW, Ashton KJ, van Driel M, Staines DR, Peterson D, Atkinson GM, Marshall-Gradisnik SM. Cytotoxic lymphocyte microRNAs as prospective biomarkers for Chronic Fatigue Syndrome/Myalgic Encephalomyelitis. J Affect Disord. 2012 Dec 10;141(2-3):261-9. doi: 10.1016/j.jad.2012.03.037. Epub 2012 May 8. https://www.ncbi.nlm.nih.gov/pubmed/22572093

 

The assessment of the energy metabolism in patients with chronic fatigue syndrome by serum fluorescence emission

Abstract:

CONTEXT: Chronic fatigue syndrome (CFS) is a debilitating fatigue illness that has unknown etiology and lacks an objective diagnostic marker.

OBJECTIVE: To examine the metabolic component of CFS to determine if practitioners can use serum NAD(P)H concentration measurements to monitor metabolism and fatigue status in patients with CFS.

DESIGN: The research team conducted a case-control study, comparing a group of patients who were diagnosed with CFS with a control group of healthy subjects. The team obtained venous blood samples from fasting patients to examine the serum NAD(P)H concentrations.

SETTING: The study occurred at the Riordan Clinic in Witchita, Kansas.

PARTICIPANTS: The study included 44 CFS patients at the Riordan Clinic and 30 healthy control participants. The CFS patients presented a spectrum of symptoms that had existed for at least 6 months: new, unexplained, persistent, or relapsing chronic fatigue that bed rest did not resolve and that was severe enough to reduce daily activity significantly by 50% in conjunction with headache, muscle pain, pain in multiple joints, and unrefreshing sleep. In the control group, the research team enrolled subjects without diagnosis of disease or injury.

OUTCOME MEASURES: The research team determined levels of serum reduced nicotinamide adenine dinucleotides (NADH and NAD[P]H) by measuring serum fluorescence emission at 450 nm. The team then conducted sensitivity and specificity analyses. Results NAD(P)H concentrations in serum of CFS participants averaged 8.0 ± 1.4 (standard deviation [SD]) nmol/mL, while those in the healthy controls averaged 10.8 ± 0.8 (SD) nmol/mL, a statistically significant difference. Using a cut-off concentration of 9.5 nmol/mL, the research team attained a sensitivity of 0.73 and a specificity of 1.0. An analysis of receiver-operator characteristics yielded an area under the curve of 0.9. The research team compared serum NAD(P)H to several endocrine and metabolic lab parameters. Serum NAD(P)H was directly correlated with serum CoQ10 levels and inversely correlated with urine hydroxyhemopyrrolin-2-one levels.

CONCLUSIONS: Based on these findings, the research team proposed using serum NAD(P)H, measured as an intrinsic serum-fluorescence emission, to monitor metabolism and fatigue status in patients with CFS. Following patients NAD(P)H levels over time may aid in selecting therapeutic strategies and monitoring treatment outcomes.

 

Source: Mikirova N, Casciari J, Hunninghake R. The assessment of the energy metabolism in patients with chronic fatigue syndrome by serum fluorescence emission. Altern Ther Health Med. 2012 Jan-Feb;18(1):36-40. https://www.ncbi.nlm.nih.gov/pubmed/22516851

 

Kynurenine pathway Hypothesis: The nature of the chronic Fatigue syndrome (cFs) Revisited

Moderate physicians consider CFS to be missed diagnoses of uncommon illnesses with atypical features. Hartnup (heterozygotes), Lyme and Whipples—like diseases are examples of conditions which fit these clinical ambiguities. The detractors claim it is non-existent. The protractors complain CFS is excluded from standard medical texts. A broad overview of medical literature and support group newsletters, render these opposing views substantially incorrect.

The patient presents with a confounding array of neurological, mental, gastrointestinal, musculoskeletal and perhaps dermatological and visual signs and symptoms. Episodic night sweats can also be reported. Lack of energy, concentration and mobility, limit lifestyle. These symptom constellations evolve and fluctuate in a seemingly random order and can become entrenched. Alcohol intake, protracted steroid therapy and overt or latent infections usually aggravate the course of CFS.

You can read the rest of this article here: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3195222/

 

Source: Blankfield A. Kynurenine pathway Hypothesis: The nature of the Chronic Fatigue Syndrome (CFS) Revisited. Int J Tryptophan Res. 2011;4:47-8. doi: 10.4137/IJTR.S7898. Epub 2011 Jul 31. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3195222/ (Full article)

 

Evidence for inflammation and activation of cell-mediated immunity in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS): increased interleukin-1, tumor necrosis factor-α, PMN-elastase, lysozyme and neopterin

Abstract:

BACKGROUND: There is evidence that inflammatory pathways and cell-mediated immunity (CMI) play an important role in the pathophysiology of Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS). Activation of inflammatory and CMI pathways, including increased levels of cytokines, is known to induce fatigue and somatic symptoms. Given the broad spectrum inflammatory state in ME/CFS, the aim of this study was to examine whether inflammatory and CMI biomarkers are increased in individuals with ME/CFS.

METHODS: In this study we therefore measured plasma interleukin-(IL)1, tumor necrosis factor (TNF)α, and PMN-elastase, and serum neopterin and lysozyme in 107 patients with ME/CFS, 37 patients with chronic fatigue (CF), and 20 normal controls. The severity of ME/CFS was measured with the Fibromyalgia and Chronic Fatigue Syndrome (FF) Rating Scale.

RESULTS: Serum IL-1, TNFα, neopterin and lysozyme are significantly higher in patients with ME/CFS than in controls and CF patients. Plasma PMN-elastase is significantly higher in patients with ME/CFS than in controls and CF patients and higher in the latter than in controls. Increased IL-1 and TNFα are significantly correlated with fatigue, sadness, autonomic symptoms, and a flu-like malaise; neopterin is correlated with fatigue, autonomic symptoms, and a flu-like malaise; and increased PMN-elastase is correlated with concentration difficulties, failing memory and a subjective experience of infection.

CONCLUSIONS: The findings show that ME/CFS is characterized by low-grade inflammation and activation of CMI. The results suggest that characteristic symptoms of ME/CFS, such as fatigue, autonomic symptoms and a flu-like malaise, may be caused by inflammatory mediators, e.g. IL-1 and TNFα.

Copyright © 2011 Elsevier B.V. All rights reserved.

 

Source: Maes M, Twisk FN, Kubera M, Ringel K. Evidence for inflammation and activation of cell-mediated immunity in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS): increased interleukin-1, tumor necrosis factor-α, PMN-elastase, lysozyme and neopterin. J Affect Disord. 2012 Feb;136(3):933-9. doi: 10.1016/j.jad.2011.09.004. Epub 2011 Oct 4. https://www.ncbi.nlm.nih.gov/pubmed/21975140

 

Increased IgA responses to the LPS of commensal bacteria is associated with inflammation and activation of cell-mediated immunity in chronic fatigue syndrome

Abstract:

BACKGROUND: Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS) is accompanied by a) systemic IgA/IgM responses against the lipopolysaccharides (LPS) of commensal bacteria; b) inflammation, e.g. increased plasma interleukin-(IL)1 and tumor necrosis factor (TNF)α; and c) activation of cell-mediated immunity (CMI), as demonstrated by increased neopterin.

METHODS: To study the relationships between the IgA/IgM responses to the LPS of microbiota, inflammation, CMI and the symptoms of ME/CFS we measured the IgA/IgM responses to the LPS of 6 different enterobacteria, serum IL-1, TNFα, neopterin, and elastase in 128 patients with ME/CFS and chronic fatigue (CF). Severity of symptoms was assessed by the Fibromyalgia and Chronic Fatigue Syndrome (FF) Rating Scale.

RESULTS: Serum IL-1, TNFα, neopterin and elastase are significantly higher in patients with ME/CFS than in CF patients. There are significant and positive associations between the IgA responses to LPS and serum IL-1, TNFα, neopterin and elastase. Patients with an abnormally high IgA response show increased serum IL-1, TNFα and neopterin levels, and higher ratings on irritable bowel syndrome (IBS) than subjects with a normal IgA response. Serum IL-1, TNFα and neopterin are significantly related to fatigue, a flu-like malaise, autonomic symptoms, neurocognitive disorders, sadness and irritability.

CONCLUSIONS: The findings show that increased IgA responses to commensal bacteria in ME/CFS are associated with inflammation and CMI activation, which are associated with symptom severity. It is concluded that increased translocation of commensal bacteria may be responsible for the disease activity in some ME/CFS patients.

Copyright © 2011 Elsevier B.V. All rights reserved.

 

Source: Maes M, Twisk FN, Kubera M, Ringel K, Leunis JC, Geffard M. Increased IgA responses to the LPS of commensal bacteria is associated with inflammation and activation of cell-mediated immunity in chronic fatigue syndrome. J Affect Disord. 2012 Feb;136(3):909-17. doi: 10.1016/j.jad.2011.09.010. Epub 2011 Oct 2. https://www.ncbi.nlm.nih.gov/pubmed/21967891

 

Myalgia and Fatigue: Translation from Mouse Sensory Neurons to Fibromyalgia and Chronic Fatigue Syndromes

Excerpt:

Muscle fatigue and pain are among the most common complaints at emergency rooms and clinics across the country. Fatigue and pain are often acute, remitting spontaneously or appearing to be attenuated by a variety of drugs and treatment modalities.

In spite of these remissions, popular magazines (e.g., Time) estimate that each year Americans spend over $30 billion on herbal remedies and $50 billion on alternative therapies to treat symptoms that include muscle pain and fatigue. These statistics indicate that even acute muscle pain and fatigue are serious health problems that are not adequately addressed by current medical practice. Occasionally, muscle pain and fatigue take on a chronic nature, leading to syndromes including chronic fatigue syndrome (CFS) and fibromyalgia syndrome (FMS)—devastating conditions characterized by continuing, debilitating fatigue, which is made worse by even mild exercise in the case of CFS and by chronic widespread pain (CWP) with a particular emphasis in the muscles, which can prevent most or all activities in the case of FMS.

Both of these conditions are frequently associated with each other and with a variety of other illnesses, such as temporomandibular disorder (TMD), irritable bowel syndrome (IBS), and multiple chemical sensitivity. These syndromes destroy lives, respond poorly to current treatment strategies, and can lead to exhaustion of the financial resources of afflicted patients. Together, these disorders affect 7 to 20 million people in the United States each year, as reported by various authorities (Reeves et al. 2007). Clearly, patients with these syndromes deserve a concerted research effort to understand, treat, and eventually cure these illnesses. In contrast to cutaneous pain, which has been thoroughly studied and is comparatively well understood, the molecular mechanisms for muscle pain are still unknown.

Even more enigmatic is the symptom of debilitating fatigue. Mosso, in his compendious volume on the subject a century ago, remarked that all cultures seem to have just one word for fatigue (Mosso 1904). Yet fatigue describes many conditions, including failure of muscle fibers to shorten normally, deficient motor command signals, feelings of tiredness, heaviness, pressure, and weakness from muscles, and a feeling of mental fatigue that impedes concentration and performance of conceptual tasks.

The subject of most physiological investigations of fatigue has been voluntary muscle contraction. Decreased function causing failure of voluntary muscle contraction can occur at all levels of the neuromuscular system, including the motor cortex, signaling to motoneurons, motoneuron signals to the muscle, excitation-contraction coupling in the muscle, and actin-myosin filament interactions. However, the most common failure is a decrease in the motor command signal from the motor cortex (see recent reports and reviews by Bellinger et al. 2008; Gibson et al. 2003; Noakes et al. 2005; St Clair and Noakes 2004).

A recent review suggests that failures in voluntary muscle contraction are most often caused by a central comparator that integrates homeostatic inputs from many physiological systems and shuts down motor commands when energy resources are threatened (Noakes 2007). One of the homeostatic inputs is suggested to “originate from a difference between subconscious representations of baseline physiological homeostatic state and the state of physiological activity induced by physical activity, which creates a second order representation which is perceived by consciousnessproducing structures as the sensation of fatigue” (Gibson et al. 2003, page 174).

We suggest that there is a simpler sensation of fatigue that is triggered by inputs from specific receptors that are sensitive to metabolites produced by muscle contraction. We further propose that this elementary sensation is transduced, conducted, and perceived within a unique sensory system with properties analogous to other sensory modalities such as pain. We call it the “sensation of muscle fatigue.”

Copyright © 2010 by Taylor and Francis Group, LLC.

 

Source: Light AR, Vierck CJ, Light KC. Myalgia and Fatigue: Translation from Mouse Sensory Neurons to Fibromyalgia and Chronic Fatigue Syndromes. In: Kruger L, Light AR, editors. Translational Pain Research: From Mouse to Man. Boca Raton, FL: CRC Press/Taylor & Francis; 2010. Chapter 11. Frontiers in Neuroscience. https://www.ncbi.nlm.nih.gov/books/NBK57253/ (Full chapter)

 

Cumulative life stress in chronic fatigue syndrome

Abstract:

We studied the impact of cumulative life stress on CFS in a population-based study. We found that exposure to stressors was significantly more common in persons with CFS compared to NF controls; those with CFS reported experiencing significantly higher levels of psychological distress. Also, post-traumatic stress disorder was significantly more common in people with CFS. These results not only corroborate findings from other studies but, importantly, extend those by: a) measuring a comprehensive spectrum of stress variables, b) for the first time presenting data on stress in a population-based study, thus minimizing the effects of recruitment bias, and c) diagnosing CFS by means of standardized, validated scales, thus allowing replication and extension of our findings. Stress may be an important factor in the pathophysiology of CFS. Consequently, future studies should provide a more detailed understanding of the processes that lead from stress to CFS using longitudinal designs.

Published by Elsevier Ireland Ltd.

 

Source: Nater UM, Maloney E, Heim C, Reeves WC. Cumulative life stress in chronic fatigue syndrome. Psychiatry Res. 2011 Sep 30;189(2):318-20. doi: 10.1016/j.psychres.2011.07.015. Epub 2011 Aug 15. https://www.ncbi.nlm.nih.gov/pubmed/21840607