Objective
To investigate a targeted set of biochemical biomarkers as predictors of clinically relevant osteoarthritis (OA) progression.
Methods
Eighteen biomarkers were measured at baseline, 12 months (M) and 24 M in serum (s) and/or urine (u) of cases (n=194) from the OA initiative cohort with knee OA and radiographic and persistent pain worsening from 24 to 48 M and controls (n=406) not meeting both end point criteria. Primary analyses used multivariable regression models to evaluate the association between biomarkers (baseline and time-integrated concentrations (TICs) over 12 and 24 M, transposed to z values) and case status, adjusted for age, sex, body mass index, race, baseline radiographic joint space width, Kellgren-Lawrence grade, pain and pain medication use. For biomarkers with adjusted p<0.1, the c-statistic (area under the curve (AUC)), net reclassification index and the integrated discrimination improvement index were used to further select for hierarchical multivariable discriminative analysis and to determine the most predictive and parsimonious model.
Results
The 24 M TIC of eight biomarkers significantly predicted case status (ORs per 1 SD change in biomarker): sCTXI 1.28, sHA 1.22, sNTXI 1.25, uC2C-HUSA 1.27, uCTXII, 1.37, uNTXI 1.29, uCTXIα 1.32, uCTXIβ 1.27. 24 M TIC of uCTXII (1.47–1.72) and uC2C-Human Urine Sandwich Assay (HUSA) (1.36–1.50) both predicted individual group status (pain worsening, joint space loss and their combination). The most predictive and parsimonious combinatorial model for case status consisted of 24 M TIC uCTXII, sHA and sNTXI (AUC 0.667 adjusted). Baseline uCTXII and uCTXIα both significantly predicted case status (OR 1.29 and 1.20, respectively).
Conclusions
Several systemic candidate biomarkers hold promise as predictors of pain and structural worsening of OA.
To our knowledge, this represents the best and most stringent control group ever assayed for OA-related biomarkers. These well-phenotyped controls, representing a similar age demographic to that of the OA Initiative-FNIH main study sample, provide a context for interpretation of OA subject biomarker data. The freely available data set also provides a reference for future human studies.
An immune response to recombinant human protein therapeutics, including type I interferons (IFNs), has the potential to have a serious negative impact on safety and efficacy. Monitoring of patients for neutralizing antibodies (NAbs) often is advisable. In the case of IFN-beta therapy for multiple sclerosis (MS), we obtained reproducible quantitative titers of NAbs using an improved and well-characterized assay based on a 10-fold reduction of a challenge dose of IFN-beta. However, the observed titer was significantly affected by the preparation of IFN-beta used as the assay challenge. NAb titers obtained using IFN-beta1b averaged 3-5-fold lower than titers of the same sample assayed using either IFN-beta1a or human fibroblast-derived IFN-beta. This was the case whether neutralizing serum was obtained from patients on therapy with IFN-beta1a or IFN-beta1b. The reason for this apparent titer difference is not fully understood but appears to be related to protein folding or other structural properties that differentiate the IFN-beta1b both from commercial IFN-beta1a preparations and from human fibroblast-derived IFN-beta.
Circulating human immunodeficiency virus (HIV) p24 antigen levels were measured by a highly sensitive HIV p24 antigen-capture enzyme-linked immunosorbent assay (ELISA) in patients with acquired immunodeficiency syndrome (AIDS) and AIDS-related complex (ARC) otherwise negative for HIV p24 antigen measured by a commercial antigen-capture ELISA. The assays were performed at baseline and at several intervals during treatment with either zidovudine (ZDV) or dideoxyinosine (ddl). To further enhance the rate of antigen detection, serum was pretreated with hydrochloric acid to denature antibody in immune complexes. Utilizing this assay system, we monitored these patients for drug efficacy. HIV p24 antigen levels obtained by using this sensitive assay decreased in 3 of 8 patients receiving ZDV during 8 weeks of ZDV treatment. Similarly, ddl administration was associated with a decrease of HIV p24 antigen levels in 3 of 5 patients. Thus, the use of the highly sensitive HIV p24 antigen assay permitted the monitoring of surrogate HIV p24 antigen as a measure of efficacy of anti-retroviral therapy in all of these patients who were otherwise HIV p24 antigen-negative at the onset of anti-retroviral therapy.
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