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Assessing diagnosis value of miRNA from PBMCs and EVs in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS)

ABSTRACT: Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS) a debilitating multisystemic disease of unknown etiology, affecting thousands of individuals worldwide, still relies on ruling out medical problems leading to unexplained exertion for its diagnosis due to a complete lack of disease-specific biomarkers. Our group and other, have explored the potential value of microRNA profiles (miRNomes) as diagnostic tools for this disease. However, heterogeneity of participants, low numbers, the variety of samples assayed, and other pre-analytical variables, have hampered the identification disease-associated miRNomes. In this study, our team has evaluated, for the first time, ME/CFS miRNomes in PBMCs and EVs from severely ill patients recruited at the monographic UK ME biobank as a strategy to assess, using SOPs, blood fractions with optimal diagnostic power for a rapid translation of a miR-based diagnostic method into the clinic. Our results show that routine creatine kinase (CK) blood values, plasma EVs physical characteristics (including counts, size and zeta-potential), and a limited number of differentially expressed PBMC and EV miRNAs appear significantly associated with severe ME/CFS (p<0.05). Gene enrichment analysis points to epigenetic and neuroimmune dysregulated pathways, in agreement with previous reports. Population validation by a cost-effective approach limited to these few potentially discriminating variables remains.

ORGANISM(S): Homo sapiens

PROVIDER: GSE141770 | GEO | 2020/02/08

REPOSITORIES: GEO

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Sex-Dependent Transcriptional Changes in response to stress in patients with Myalgic Encephalomyelitis/Chronic Fatigue Syndrome

Project description: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 in 35 ME/CFS patients (24 female, 11 male) and 34 matched healthy control participants (21 female and 13 male) during and after an exercise challenge intended to provoke PEM. The effects of exertion in the male ME/CFS cohort highlighted pathways related to immune cell signaling (including IL-12) and NK cell cytotoxicity, while female ME/CFS patients did not have significant enough changes in gene expression to meet criteria for our study. Functional analysis during recovery from exercise showed that male ME/CFS patients had distinct changes in regulation of specific cytokine signals (including IL-1β). Female ME/CFS patients had significant alterations in gene networks related to cell stress, response to herpes viruses and NF-kβ signaling. The functional pathways and differentially expressed genes highlighted in this study provide insight into sex-specific predisposition and pathophysiology of ME/CFS.

2023-06-19 | GSE227375 | GEO

Genome-epigenome interactions associated with Myalgic Encephalomyelitis/Chronic Fatigue Syndrome

Project description:Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS) is a complex disease of unknown etiology. Multiple studies point to disruptions in immune functioning in ME/CFS patients as well as specific genetic polymorphisms and alterations of the DNA methylome in lymphocytes. However, potential interactions between DNA methylation and genetic background in relation to ME/CFS have not been examined. In this study we explored this association by characterizing the epigenetic (~480 thousand CpG loci) and genetic (~4.3 million SNPs) variation between cohorts of ME/CFS patients and healthy controls. We found significant associations of DNA methylation states in T-lymphocytes at several CpG loci and regions with ME/CFS phenotype. These methylation anomalies are in close proximity to genes involved with immune function and cellular metabolism. Finally, we found significant correlations of genotypes with methylation modifications associated with ME/CFS. The findings from this study highlight the role of epigenetic and genetic interactions in complex diseases, and suggest several genetic and epigenetic elements potentially involved in the mechanisms of disease in ME/CFS.

2020-08-25 | GSE156792 | GEO

Assessing diagnosis value of miRNA from PBMCs and EVs in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS)

Project description:Assessing diagnosis value of miRNA from PBMCs and EVs in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS)

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Deep phenotyping of Post-infectious Myalgic Encephalomyelitis/Chronic Fatigue Syndrome [Protein]

Project description:Myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) is a disabling disorder that may occur following an infection, yet the clinical phenotype is poorly defined, the pathophysiology is unknown, and no disease-modifying treatments are available. We used rigorous criteria to recruit a cohort of post-infectious ME/CFS (PI-ME/CFS) volunteers (n=17) with matched healthy controls (n=21) to conduct deep clinical and biological phenotyping using an extensive battery of tests. Among the many physical and cognitive complaints, one defining feature of PI-ME/CFS was an alteration of effort preference, rather than physical or central fatigue, due to dysfunction of integrative brain regions potentially associated with central catechol pathway dysregulation, with consequences on autonomic functioning and physical deconditioning. Immune profiling suggested chronic antigenic stimulation with increase in naïve and decrease in switched memory B-cells. Alterations in gene expression profiles of peripheral blood mononuclear cells and metabolic pathways were consistent with cellular phenotypic studies and demonstrated differences according to sex. Together these clinical abnormalities and biomarker differences provide unique insight into the underlying pathophysiology of PI-ME/CFS, which may guide future intervention.

2023-12-22 | GSE251790 | GEO

Deep phenotyping of Post-infectious Myalgic Encephalomyelitis/Chronic Fatigue Syndrome [Protein plasma]

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Deep phenotyping of Post-infectious Myalgic Encephalomyelitis/Chronic Fatigue Syndrome [RNA-Seq]

2023-10-31 | GSE245661 | GEO

Identification of Myalgic Encephalomyelitis/Chronic Fatigue Syndrome-associated DNA methylation patterns

Project description:Background: Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS) is a complex condition that involves multiple organ systems and is characterized by an abrupt or delayed onset of persistent/relapsing symptomatology such as debilitating fatigue, immune dysfunction, neurological problems, and other symptoms not curable for at least 6 months. Disruption of DNA methylation patterns has been tied to various immune and neurological diseases; however, the status of this epigenetic mark in ME/CFS remains uncertain. This study aimed at identifying changes in the DNA methylation patterns that are causative of changes in the regulation of gene expression in ME/CSF patients. Such changes may be also used for diagnostic purposes and be indicative of potential therapeutic targets. Methods: Peripheral blood mononuclear cells (PBMCs) from 13 ME/CFS patients and 12 healthy controls (HC) were used to extract genomic DNA and measure global DNA methylation, and the methylation status at 850,000 CpG sites was assessed using Illumina MethylationEPIC microarrays. Results: Global DNA methylation levels of ME/CFS patients were similar to those of HC. However, microarray-based genome-wide technology allowed detection of 17,296 differentially methylated CpG sites in 6,368 genes across promoters, gene regulatory elements and within coding regions of genes. Analysis of DNA methylation in promoter regions found 307 differentially methylated promoters (DMP); genes associated with DMP participate in at least 15 different pathways mostly related to cell signaling with a strong immune component. Conclusions: This is the first study that has explored genome-wide epigenetic changes associated with ME/CFS using the new MethylationEPIC microarrays covering about 850,000 CpG sites. Our results are consistent with dysregulation of the immune system in ME/CFS and suggest a role of this epigenetic modification on the DNA pathobiology of ME/CFS.

2018-07-23 | GSE111183 | GEO

Deep phenotyping of Post-infectious Myalgic Encephalomyelitis/Chronic Fatigue Syndrome [PBMC RNA-Seq]

2023-12-22 | GSE251872 | GEO

Metabolomics Workbench ST000910 - GNPS - Insights into the pathogenesis of myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) through metabolomic profiling of cerebrospinal fluid (part I)

Project description:Insights into the pathogenesis of myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) through metabolomic profiling of cerebrospinal fluid

2019-07-01 | MSV000084040 | GNPS

Whole blood human transcriptome and virome analysis of ME/CFS patients experiencing post-exertional malaise following cardiopulmonary exercise testing

Project description:Myalgic encephalomyelitis / chronic fatigue syndrome (ME/CFS) is a syndrome of unknown etiology characterized by profound fatigue exacerbated by physical activity, also known as post-exertional malaise (PEM). Previously, we did not detect evidence of immune dysregulation or virus reactivation outside of PEM periods. Here we sought to determine whether cardiopulmonary exercise stress testing of ME/CFS patients could trigger such changes. ME/CFS patients (n=14) and matched sedentary controls (n=11) were subjected to cardiopulmonary exercise on 2 consecutive days and followed up to 7 days post-exercise, and longitudinal whole blood samples analyzed by RNA-seq. Although ME/CFS patients showed significant worsening of symptoms following exercise versus controls, with 8 of 14 ME/CFS patients showing oxygen consumption (V̇O2) on day 2, transcriptome analysis yielded only 6 differentially expressed gene (DEG) candidates when comparing ME/CFS patients to controls across all time points. None of the DEGs were related to immune signaling, and no DEGs were found in ME/CFS patients before and after exercise. Virome composition (P=0.746 by chi-square test) and number of viral reads (P = 0.098 by paired t-test) were not significantly associated with PEM. These observations do not support transcriptionally-mediated immune cell dysregulation or viral reactivation in ME/CFS patients during symptomatic PEM episodes.

2019-03-09 | GSE128078 | GEO

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