Identification of Marker Genes for Differential Diagnosis of Chronic Fatigue Syndrome

Abstract

Chronic fatigue syndrome (CFS) is a clinically defined condition characterized by long-lasting disabling fatigue. Because of the unknown mechanism underlying this syndrome, there still is no specific biomarker for objective assessment of the pathological fatigue. We have compared gene expression profiles in peripheral blood between 11 drug-free patients with CFS and age-and sexmatched healthy subjects using a custom microarray carrying complementary DNA probes for 1,467 stress-responsive genes. We identified 12 genes whose mRNA levels were changed significantly in CFS patients. Of these 12 genes, quantitative real-time PCR validated the changes in 9 genes encoding granzyme in activated T or natural killer cells (GZMA), energy regulators (ATP5J2, COX5B, and DBI), proteasome subunits (PSMA3 and PSMA4), putative protein kinase c inhibitor (HINT ), GTPase (ARHC ), and signal transducers and activators of transcription 5A (STAT5A). Next, we performed the same microarray analysis on 3 additional CFS patients and 20 other patients with the chief complaint of long-lasting fatigue related to other disorders (non-CFS patients) and found that the relative mRNA expression of 9 genes classified 79% (11/14) of CFS and 85% (17/20) of the non-CFS patients. Finally, real-time PCR measurements of the levels of the 9 involved mRNAs were done in another group of 18 CFS and 12 non-CFS patients. The expression pattern correctly classified 94% (17/18) of CFS and 92% (11/12) of non-CFS patients. Our results suggest that the defined gene cluster (9 genes) may be useful for detecting pathological responses in CFS patients and for differential diagnosis of this syndrome.

Longitudinal associations of lymphocyte subsets with clinical outcomes in chronic fatigue syndrome

“…For example, Brenu and colleagues [12] have conducted multiple biomarker studies with CFS patients and have reported increased anti-inflammatory cytokines (i.e., IL-10) and the pro-inflammatory cytokines (i.e., TNF-alpha and IFN-gamma), which may also influence the cytotoxic ability of the NK cells, as the surface markers Granzyme A and B and Perforin are responsible for cytotoxicity and can fluctuate in patients with CFS [12, 13, 15, 37]. Other researchers have reported increased expression of the CD69 marker and decreased expression of the CD25 surface marker in patients with CFS [10], which our study did not measure.…”

Association between TGM5, PPAP2B and PSMA4 polymorphisms and NSCLC in never-smoking Chinese population

“…[25] The proteasome is the central proteolytic system that also plays an important role in the major histocompatibility complex-class I antigen processing. [26] PSMA4 is a component of the Adenosine Triphosphate-and ubiquitin-dependent nonlysosomal pathway, and it is involved in the processing of class I major histocompatibility complex peptides. [20] PSMA4 has a role in modulating human lung cancer cell proliferation.…”

Enhanced Gene Expression Following Vaccination in Chronic Fatigue Syndrome/Myalgic Encephalomyelitis

“…GZMA and GZMB have been shown to be decreased in CFS/ME patients [7,29]. GZMB is an important marker of susceptibility to influenza in older adults [30].…”