Metabolic fingerprinting for diagnosis of fibromyalgia and other rheumatologic disorders.
Kevin V HackshawDidem P AykasGregory T SigurdsonMarcal PlansFrancesca MadiaiLianbo YuCharles A T BuffingtonM Mónica GiustiLuis Rodriguez-SaonaPublished in: The Journal of biological chemistry (2018)
Diagnosis and treatment of fibromyalgia (FM) remains a challenge owing to the lack of reliable biomarkers. Our objective was to develop a rapid biomarker-based method for diagnosing FM by using vibrational spectroscopy to differentiate patients with FM from those with rheumatoid arthritis (RA), osteoarthritis (OA), or systemic lupus erythematosus (SLE) and to identify metabolites associated with these differences. Blood samples were collected from patients with a diagnosis of FM (n = 50), RA (n = 29), OA (n = 19), or SLE (n = 23). Bloodspot samples were prepared, and spectra collected with portable FT-IR and FT-Raman microspectroscopy and subjected to metabolomics analysis by ultra-HPLC (uHPLC), coupled to a photodiode array (PDA) and tandem MS/MS. Unique IR and Raman spectral signatures were identified by pattern recognition analysis and clustered all study participants into classes (FM, RA, and SLE) with no misclassifications (p < 0.05, and interclass distances > 2.5). Furthermore, the spectra correlated (r = 0.95 and 0.83 for IR and Raman, respectively) with FM pain severity measured with fibromyalgia impact questionnaire revised version (FIQR) assessments. Protein backbones and pyridine-carboxylic acids dominated this discrimination and might serve as biomarkers for syndromes such as FM. uHPLC-PDA-MS/MS provided insights into metabolites significantly differing among the disease groups, not only in molecular m/z + and m/z - values but also in UV-visible chromatograms. We conclude that vibrational spectroscopy may provide a reliable diagnostic test for differentiating FM from other disorders and for establishing serologic biomarkers of FM-associated pain.
Keyphrases
- ms ms
- systemic lupus erythematosus
- disease activity
- rheumatoid arthritis
- liquid chromatography tandem mass spectrometry
- chronic pain
- high resolution
- ankylosing spondylitis
- density functional theory
- pain management
- neuropathic pain
- magnetic resonance imaging
- knee osteoarthritis
- simultaneous determination
- single molecule
- mass spectrometry
- gene expression
- high performance liquid chromatography
- ultra high performance liquid chromatography
- molecular dynamics simulations
- psychometric properties
- dna methylation
- sars cov
- cross sectional
- magnetic resonance
- interstitial lung disease
- molecular dynamics
- low cost
- energy transfer