Analysis of mass spectrometry data from the secretome of an explant model of articular cartilage exposed to pro-inflammatory and anti-inflammatory stimuli using machine learning

Swan, Anna L.; Hillier, Kirsty L.; Smith, Julia R.; Allaway, David; Liddell, Susan; Bacardit, Jaume; Mobasheri, Ali

doi:10.1186/1471-2474-14-349

All Outputs (4)

Carprofen inhibits the release of matrix metalloproteinases 1, 3, and 13 in the secretome of an explant model of articular cartilage stimulated with interleukin 1? (2013)
Journal Article

Introduction: Arthritic diseases are characterized by the degradation of collagenous and noncollagenous extracellular matrix (ECM) components in articular cartilage. The increased expression and activity of matrix metalloproteinases (MMPs) is partly... Read More about Carprofen inhibits the release of matrix metalloproteinases 1, 3, and 13 in the secretome of an explant model of articular cartilage stimulated with interleukin 1?.

Application of machine learning to proteomics data: classification and biomarker identification in postgenomics biology (2013)
Journal Article

Mass spectrometry is an analytical technique for the characterization of biological samples and is increasingly used in omics studies because of its targeted, nontargeted, and high throughput abilities. However, due to the large datasets generated, i... Read More about Application of machine learning to proteomics data: classification and biomarker identification in postgenomics biology.

Tobacco smoking and disability progression in multiple sclerosis: United Kingdom cohort study (2013)
Journal Article

Tobacco smoking has been linked to an increased risk of multiple sclerosis. However, to date, results from the few studies on the impact of smoking on the progression of disability are conflicting. The aim of this study was to investigate the effects... Read More about Tobacco smoking and disability progression in multiple sclerosis: United Kingdom cohort study.

Analysis of mass spectrometry data from the secretome of an explant model of articular cartilage exposed to pro-inflammatory and anti-inflammatory stimuli using machine learning (2013)
Journal Article

Background: Osteoarthritis (OA) is an inflammatory disease of synovial joints involving the loss and degeneration of articular cartilage. The gold standard for evaluating cartilage loss in OA is the measurement of joint space width on standard radiog... Read More about Analysis of mass spectrometry data from the secretome of an explant model of articular cartilage exposed to pro-inflammatory and anti-inflammatory stimuli using machine learning.