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1.
Arthritis Res Ther ; 25(1): 213, 2023 10 30.
Article in English | MEDLINE | ID: mdl-37899440

ABSTRACT

BACKGROUND: Cardiovascular (CV) risk estimation calculators for the general population underperform in patients with rheumatoid arthritis (RA). The purpose of this study was to identify relevant protein biomarkers that could be added to traditional CV risk calculators to improve the capacity of coronary artery calcification (CAC) prediction in individuals with RA. In a second step, we quantify the improvement of this prediction of CAC when these circulating biomarkers are added to standard risk scores. METHODS: A panel of 141 serum and plasma proteins, which represent a broad base of both CV and RA biology, were evaluated and prioritized as candidate biomarkers. Of these, 39 proteins were selected and measured by commercial ELISA or quantitative mass spectroscopy in 561 individuals with RA in whom a measure of CAC and frozen sera were available. The patients were randomly split 50:50 into a training/validation cohort. Discrimination (using area under the receiver operator characteristic curves) and re-classification (through net reclassification improvement and integrated discrimination improvement calculation) analyses were performed first in the training cohort and replicated in the validation cohort, to estimate the increase in prediction accuracy for CAC using the ACA/AHA (American College of Cardiology and the American Heart Association) score with, compared to without, addition of these circulating biomarkers. RESULTS: The model containing ACC/AHA score plus cytokines (osteopontin, cartilage glycoprotein-39, cystatin C, and chemokine (C-C motif) ligand 18) and plus quantitative mass spectroscopy biomarkers (serpin D1, paraoxonase, and clusterin) had a statistically significant positive net reclassifications index and integrated discrimination improvement for the prediction of CAC, using ACC/AHA score without any biomarkers as the reference category. These results were confirmed in the validation cohort. CONCLUSION: In this exploratory analysis, the addition of several circulating CV and RA biomarkers to a standard CV risk calculator yielded significant improvements in discrimination and reclassification for the presence of CAC in individuals with RA.


Subject(s)
Arthritis, Rheumatoid , Atherosclerosis , Coronary Artery Disease , Humans , United States , Risk Assessment , Coronary Artery Disease/diagnosis , Coronary Artery Disease/epidemiology , Arthritis, Rheumatoid/complications , Arthritis, Rheumatoid/epidemiology , Biomarkers , Atherosclerosis/complications
2.
IEEE Open J Eng Med Biol ; 3: 167-170, 2022.
Article in English | MEDLINE | ID: mdl-36846360

ABSTRACT

A key aspect of the National Institutes of Health (NIH) funded Rapid Acceleration of Diagnostics (RADx) Tech program was an active Clinical Studies Core including Committees with unique expertise to facilitate the development and implementation of studies to test novel diagnostic devices for Covid-19. The Ethics and Human Subjects Oversight Team (EHSO) was tasked to provide ethics and regulatory expertise to stakeholders in the RADx Tech effort. The EHSO developed a set of Ethical Principles to guide the overall effort and provided consultation on a wide range of ethical and regulatory concerns. Having access to a pool of experts with ethical and regulatory knowledge who met weekly to tackle issues of importance to the investigators was critical to the overall success of the project.

3.
J Rheumatol ; 47(7): 1011-1018, 2020 07 01.
Article in English | MEDLINE | ID: mdl-31371656

ABSTRACT

OBJECTIVE: Circulating endothelial cells (CEC), von Willebrand factor (vWF) antigen, P-selectin, and thrombomodulin are released from damaged endothelium, while decreases in circulating endothelial progenitor cells (CEPC) have been associated with poor vascular outcomes. We examined these markers in the peripheral blood of patients with juvenile dermatomyositis (JDM) and their correlations with disease assessments. METHODS: Peripheral blood endothelial cells and biomarkers were assessed in 20 patients with JDM and matched healthy controls. CEC and CEPC were measured by flow cytometry, while vWF antigen and activity, factor VIII, P-selectin, and thrombomodulin were measured in plate-based assays. Disease activity and damage, nailfold capillary density, and brachial artery flow dilation were assessed. Serum cytokines/chemokines were measured by Luminex. RESULTS: CEC, vWF antigen, factor VIII, and thrombomodulin, but not vWF activity, CEPC, or P-selectin, were elevated in the peripheral blood of patients with JDM. CEC correlated with pulmonary activity (rs = 0.56). The vWF antigen correlated with Patient's/Parent's Global, cutaneous, and extramuscular activity (rs = 0.47-0.54). CEPC negatively correlated with muscle activity and physical function (rs = -0.52 to -0.53). CEPC correlated inversely with endocrine damage. The vWF antigen and activity correlated with interleukin 10 and interferon-gamma inducible protein-10 (rs = 0.64-0.82). CONCLUSION: Markers of endothelial injury are increased in patients with JDM and correlate with extramuscular activity. CEPC correlate inversely with muscle activity, suggesting a functional disturbance in repair mechanisms.


Subject(s)
Dermatomyositis , Endothelial Progenitor Cells , Biomarkers , Endothelium, Vascular , Humans , von Willebrand Factor
4.
J AOAC Int ; 102(5): 1455-1471, 2019 Sep 01.
Article in English | MEDLINE | ID: mdl-33216925

ABSTRACT

BACKGROUND: The Polyskope 1.0 Multiplex Assay is a novel test to simultaneously detect Escherichia coli O157, non-O157 Shiga Toxin-Producing E. coli (STEC), Listeria monocytogenes, and Salmonella species in a single enrichment using real-time PCR. OBJECTIVE: A Performance Tested MethodSM study was conducted to validate Polyskope 1.0 for inclusivity and exclusivity as well as a matrix comparison study. METHOD: This assay was evaluated in an unpaired independent validation study compared with reference methods according to AOAC INTERNATIONAL validation guidelines. Polyskope 1.0 evaluated raw ground beef (25 g), deli turkey (25 g), baby spinach (25 g), and stainless-steel environmental surface sponges (4 × 4 in. test area) after inoculation with a suspension of the three target microorganisms. All matrices were compared with appropriate reference methods from the U.S. Food and Drug Administration Bacteriological Analytical Manual, U.S. Department of Agriculture Food Safety and Inspection Service Microbiology Laboratory Guidebook, or International Organization for Standardization standards. RESULTS: Polyskope 1.0 demonstrated no statistically significant differences between candidate and reference method results or between presumptive and confirmed results for three food matrices and one environmental surface. Results from inclusivity and exclusivity evaluations indicated the test method can accurately detect the target analytes and excluded all nontarget organisms. No differences were observed with the stability or lot-to-lot evaluations. Polyskope 1.0 demonstrated robustness by remaining unaffected by small variations in method parameters, which had no statistically significant effect on the results for all eight variations. Conclusions and Highlights: Polyskope 1.0 was shown to be a specific, highly accurate, and robust method for the detection of Listeria monocytogenes, Salmonella species, non-O157 STECs, and E. coli O157 across four matrices.


Subject(s)
Escherichia coli O157/isolation & purification , Listeria monocytogenes/isolation & purification , Multiplex Polymerase Chain Reaction/methods , Real-Time Polymerase Chain Reaction/methods , Salmonella/isolation & purification , Shiga-Toxigenic Escherichia coli/isolation & purification , Animals , Cattle , Food Microbiology , Poultry/microbiology , Red Meat/microbiology , Reproducibility of Results , Spinacia oleracea/microbiology , Stainless Steel , Turkey
5.
PLoS One ; 8(4): e60635, 2013.
Article in English | MEDLINE | ID: mdl-23585841

ABSTRACT

BACKGROUND: Disease activity measurement is a key component of rheumatoid arthritis (RA) management. Biomarkers that capture the complex and heterogeneous biology of RA have the potential to complement clinical disease activity assessment. OBJECTIVES: To develop a multi-biomarker disease activity (MBDA) test for rheumatoid arthritis. METHODS: Candidate serum protein biomarkers were selected from extensive literature screens, bioinformatics databases, mRNA expression and protein microarray data. Quantitative assays were identified and optimized for measuring candidate biomarkers in RA patient sera. Biomarkers with qualifying assays were prioritized in a series of studies based on their correlations to RA clinical disease activity (e.g. the Disease Activity Score 28-C-Reactive Protein [DAS28-CRP], a validated metric commonly used in clinical trials) and their contributions to multivariate models. Prioritized biomarkers were used to train an algorithm to measure disease activity, assessed by correlation to DAS and area under the receiver operating characteristic curve for classification of low vs. moderate/high disease activity. The effect of comorbidities on the MBDA score was evaluated using linear models with adjustment for multiple hypothesis testing. RESULTS: 130 candidate biomarkers were tested in feasibility studies and 25 were selected for algorithm training. Multi-biomarker statistical models outperformed individual biomarkers at estimating disease activity. Biomarker-based scores were significantly correlated with DAS28-CRP and could discriminate patients with low vs. moderate/high clinical disease activity. Such scores were also able to track changes in DAS28-CRP and were significantly associated with both joint inflammation measured by ultrasound and damage progression measured by radiography. The final MBDA algorithm uses 12 biomarkers to generate an MBDA score between 1 and 100. No significant effects on the MBDA score were found for common comorbidities. CONCLUSION: We followed a stepwise approach to develop a quantitative serum-based measure of RA disease activity, based on 12-biomarkers, which was consistently associated with clinical disease activity levels.


Subject(s)
Algorithms , Arthritis, Rheumatoid/blood , C-Reactive Protein/analysis , Models, Statistical , Severity of Illness Index , Adult , Aged , Arthritis, Rheumatoid/diagnosis , Arthritis, Rheumatoid/genetics , Biomarkers/blood , Female , Gene Expression , Gene Expression Profiling , Humans , Middle Aged , ROC Curve
6.
Rheumatology (Oxford) ; 52(7): 1202-7, 2013 Jul.
Article in English | MEDLINE | ID: mdl-23392591

ABSTRACT

OBJECTIVE: To evaluate a multi-biomarker disease activity (MBDA) score, a novel index based on 12 serum proteins, as a tool to guide management of RA patients. METHODS: A total of 125 patients with RA from the Behandel Strategieën study were studied. Clinical data and serum samples were available from 179 visits, 91 at baseline and 88 at year 1. In each serum sample, 12 biomarkers were measured by quantitative multiplex immunoassays and the concentrations were used as input to a pre-specified algorithm to calculate MBDA scores. RESULTS: MBDA scores had significant correlation with DAS28-ESR (Spearman's ρ = 0.66, P < 0.0001) and also correlated with simplified disease activity index, clinical disease activity index and HAQ Disability Index (all P < 0.0001). Changes in MBDA between baseline and year 1 were also correlated with changes in DAS28-ESR (ρ = 0.55, P < 0.0001). Groups stratified by European League Against Rheumatism disease activity (DAS28-ESR ≤ 3.2, 3.2-5.1 and > 5.1) had significantly different MBDA scores (P < 0.0001) and MBDA score could discriminate ACR/EULAR Boolean remission with an area under the receiver operating characteristic curve of 0.83 (P < 0.0001). CONCLUSION: The MBDA score reflects current clinical disease activity and can track changes in disease activity over time.


Subject(s)
Arthritis, Rheumatoid/diagnosis , Biomarkers/blood , Severity of Illness Index , Adult , Aged , Aged, 80 and over , Antirheumatic Agents/therapeutic use , Arthritis, Rheumatoid/blood , Arthritis, Rheumatoid/drug therapy , Blood Sedimentation , Cytokines/blood , Disability Evaluation , Disease Progression , Female , Humans , Inflammation Mediators/blood , Male , Middle Aged , Reproducibility of Results , Young Adult
7.
Diabetes Care ; 36(7): 2054-61, 2013 Jul.
Article in English | MEDLINE | ID: mdl-23393212

ABSTRACT

OBJECTIVE: Inflammation and endothelial dysfunction have been associated with the immunobiology of preeclampsia (PE), a significant cause of adverse pregnancy outcomes. The prevalence of PE is elevated several fold in the presence of maternal type 1 diabetes mellitus (T1DM). Although cross-sectional studies of pregnancies among women without diabetes have shown altered inflammatory markers in the presence of PE, longitudinal studies of diabetic women are lacking. In maternal serum samples, we examined the temporal associations of markers of inflammation with the subsequent development of PE in women with T1DM. RESEARCH DESIGN AND METHODS: We conducted longitudinal analyses of serum C-reactive protein (CRP), adhesion molecules, and cytokines during the first (mean ± SD, 12.2 ± 1.9 weeks), second (21.6 ± 1.5 weeks), and third (31.5 ± 1.7 weeks) trimesters of pregnancy (visits 1-3, respectively). All study visits took place before the onset of PE. Covariates were BMI, HbA1c, age of onset, duration of diabetes, and mean arterial pressure. RESULTS: In women with T1DM who developed PE versus those who remained normotensive, CRP tended to be higher at visits 1 (P = 0.07) and 2 (P = 0.06) and was significantly higher at visit 3 (P < 0.05); soluble E-selectin and interferon-γ-inducible protein-10 (IP-10) were significantly higher at visit 3; interleukin-1 receptor antagonist (IL-1ra) and eotaxin were higher and lower, respectively, at visit 2 (all P < 0.05). These conclusions persisted following adjustment for covariates. CONCLUSIONS: In pregnant women with T1DM, elevated CRP, soluble E-selectin, IL-1ra, and IP-10 and lower eotaxin were associated with subsequent PE. The role of inflammatory factors as markers and potential mechanisms of the high prevalence of PE in T1DM merits further investigation.


Subject(s)
Diabetes Mellitus, Type 1/blood , Pre-Eclampsia/blood , C-Reactive Protein/metabolism , Chemokine CXCL10/blood , Diabetes Mellitus, Type 1/immunology , E-Selectin/blood , Female , Humans , Interleukin 1 Receptor Antagonist Protein/blood , Longitudinal Studies , Pre-Eclampsia/immunology , Pregnancy , Prospective Studies
8.
Arthritis Care Res (Hoboken) ; 64(12): 1794-803, 2012 Dec.
Article in English | MEDLINE | ID: mdl-22736476

ABSTRACT

OBJECTIVE: Quantitative assessment of disease activity in rheumatoid arthritis (RA) is important for patient management, and additional objective information may aid rheumatologists in clinical decision making. We validated a recently developed multibiomarker disease activity (MBDA) test relative to clinical disease activity in diverse RA cohorts. METHODS: Serum samples were obtained from the Index for Rheumatoid Arthritis Measurement, Brigham and Women's Hospital Rheumatoid Arthritis Sequential Study, and Leiden Early Arthritis Clinic cohorts. Levels of 12 biomarkers were measured and combined according to a prespecified algorithm to generate the composite MBDA score. The relationship of the MBDA score to clinical disease activity was characterized separately in seropositive and seronegative patients using Pearson's correlations and the area under the receiver operating characteristic curve (AUROC) to discriminate between patients with low and moderate/high disease activity. Associations between changes in MBDA score and clinical responses 6-12 weeks after initiation of anti-tumor necrosis factor or methotrexate treatment were evaluated by the AUROC. RESULTS: The MBDA score was significantly associated with the Disease Activity Score in 28 joints using the C-reactive protein level (DAS28-CRP) in both seropositive (AUROC 0.77, P < 0.001) and seronegative (AUROC 0.70, P < 0.001) patients. In subgroups based on age, sex, body mass index, and treatment, the MBDA score was associated with the DAS28-CRP (P < 0.05) in all seropositive and most seronegative subgroups. Changes in the MBDA score at 6-12 weeks could discriminate both American College of Rheumatology criteria for 50% improvement responses (P = 0.03) and DAS28-CRP improvement (P = 0.002). Changes in the MBDA score at 2 weeks were also associated with subsequent DAS28-CRP response (P = 0.02). CONCLUSION: Our findings establish the criterion and discriminant validity of a novel multibiomarker test as an objective measure of RA disease activity to aid in the management of RA in patients with this condition.


Subject(s)
Arthritis, Rheumatoid/pathology , Biomarkers/blood , C-Reactive Protein , Patient Acuity , Adult , Aged , Algorithms , Antirheumatic Agents/therapeutic use , Arthritis, Rheumatoid/blood , Arthritis, Rheumatoid/drug therapy , Cohort Studies , Female , Humans , Male , Middle Aged , Registries , Reproducibility of Results , Rheumatology/methods , Rheumatology/standards , Sensitivity and Specificity , Severity of Illness Index
9.
Ann Rheum Dis ; 71(10): 1692-7, 2012 Oct.
Article in English | MEDLINE | ID: mdl-22596166

ABSTRACT

OBJECTIVES: To evaluate the performance of individual biomarkers and a multi-biomarker disease activity (MBDA) score in the early rheumatoid arthritis (RA) patient population from the computer assisted management in early rheumatoid arthritis (CAMERA) study. METHODS: Twenty biomarkers were measured in the CAMERA cohort, in which patients were treated with either intensive or conventional methotrexate-based treatment strategies. The MBDA score was calculated using the concentrations of 12 biomarkers (SAA, IL-6, TNF-RI, VEGF-A, MMP-1, YKL-40, MMP-3, EGF, VCAM-1, leptin, resistin and CRP) according to a previously trained algorithm. The performance of the scores was evaluated relative to clinical disease activity assessments. Change in MBDA score over time was assessed by paired Wilcoxon rank sum test. Logistic regression was used to evaluate the ability of disease activity measures to predict radiographic progression. RESULTS: The MBDA score had a significant correlation with the disease activity score based on 28 joints-C reactive protein (DAS28-CRP) (r=0.72; p<0.001) and an area under the receiver operating characteristic curve for distinguishing remission/low from moderate/high disease activity of 0.86 (p<0.001) using a DAS28-CRP cut-off of 2.7. In multivariate analysis the MBDA score, but not CRP, was an independent predictor of disease activity measures. Additionally, mean (SD) MBDA score decreased from 53 (18) at baseline to 39 (16) at 6 months in response to study therapy (p<0.0001). Neither MBDA score nor clinical variables were predictive of radiographic progression. CONCLUSIONS: This multi-biomarker test performed well in the assessment of disease activity in RA patients in the CAMERA study. Upon further validation, this test could be used to complement currently available disease activity measures and improve patient care and outcomes.


Subject(s)
Antirheumatic Agents/administration & dosage , Arthritis, Rheumatoid/diagnostic imaging , Arthritis, Rheumatoid/drug therapy , Biomarkers/blood , Methotrexate/administration & dosage , Area Under Curve , Arthritis, Rheumatoid/blood , Disease Progression , Humans , ROC Curve , Radiography
10.
Mol Cell Biochem ; 363(1-2): 245-55, 2012 Apr.
Article in English | MEDLINE | ID: mdl-22160803

ABSTRACT

Small-cell lung cancer (SCLC) is a highly malignant carcinoma with poor long-term survival. Effective treatment remains highly demanded. In the present study, we demonstrated that External Qi of Yan Xin Qigong (YXQ-EQ) exerted potent cytotoxic effect towards SCLC cell line NCI-H82 via induction of apoptosis. Global gene expression profiling identified 39 genes whose expression was altered by YXQ-EQ in NCI-82 cells. Among them, semi-quantitative RT-PCR and real-time qPCR analyses confirmed that the gene expression levels of apoptotic proteins death-associated protein kinase 2 and cell death-inducing DFFA-like effector b were upregulated, whereas that of oncoproteins DEK and MYCL1, cell migration-promoting proteins CD24 and integrin-alpha 9, and glycolytic enzyme aldolase A were downregulated. These findings suggest that YXQ-EQ may exert anticancer effect through modulating gene expression in a way that facilitates cancer cell apoptosis while represses proliferation, metastasis, and glucose metabolism.


Subject(s)
Antineoplastic Agents, Phytogenic/pharmacology , Apoptosis/drug effects , Cell Movement/drug effects , Cell Proliferation/drug effects , Drugs, Chinese Herbal/pharmacology , Gene Expression Regulation, Neoplastic/drug effects , Glucose/metabolism , Lung Neoplasms/pathology , Qi , Small Cell Lung Carcinoma/pathology , Apoptosis/genetics , Apoptosis Regulatory Proteins/genetics , Calcium-Calmodulin-Dependent Protein Kinases/genetics , Cell Death/drug effects , Cell Line, Tumor , Cell Movement/genetics , Chromosomal Proteins, Non-Histone/genetics , Death-Associated Protein Kinases , Fructose-Bisphosphate Aldolase/genetics , Gene Expression Profiling , Humans , Lung Neoplasms/genetics , Lung Neoplasms/metabolism , Neoplasm Invasiveness , Oncogene Proteins/genetics , Poly-ADP-Ribose Binding Proteins , Proto-Oncogene Proteins c-myc/genetics , RNA, Messenger/metabolism , Real-Time Polymerase Chain Reaction , Recoverin/genetics , Small Cell Lung Carcinoma/genetics , Small Cell Lung Carcinoma/metabolism
11.
Toxins (Basel) ; 3(9): 1111-30, 2011 09.
Article in English | MEDLINE | ID: mdl-22039574

ABSTRACT

A major virulence factor of Bacillus anthracis is the anthrax Lethal Toxin (LeTx), a bipartite toxin composed of Protective Antigen and Lethal Factor. Systemic administration of LeTx to laboratory animals leads to death associated with vascular leakage and pulmonary edema. In this study, we investigated whether systemic exposure of mice to LeTx would induce gene expression changes associated with vascular/capillary leakage in lung tissue. We observed enhanced susceptibility of A/J mice to death by systemic LeTx administration compared to the C57BL/6 strain. LeTx-induced groups of both up- and down-regulated genes were observed in mouse lungs 6 h after systemic administration of wild type toxin compared to lungs of mice exposed to an inactive mutant form of the toxin. Lungs of the less susceptible C57BL/6 strain showed 80% fewer differentially expressed genes compared to lungs of the more sensitive A/J strain. Expression of genes known to regulate vascular permeability was modulated by LeTx in the lungs of the more susceptible A/J strain. Unexpectedly, the largest set of genes with altered expression was immune specific, characterized by the up-regulation of lymphoid genes and the down-regulation of myeloid genes. Transcripts encoding neutrophil chemoattractants, modulators of tumor regulation and angiogenesis were also differentially expressed in both mouse strains. These studies provide new directions for the investigation of vascular leakage and pulmonary edema induced by anthrax LeTx.


Subject(s)
Antigens, Bacterial/toxicity , Bacterial Toxins/toxicity , Lung/drug effects , Animals , Female , Gene Expression Regulation/drug effects , Lethal Dose 50 , Lung/metabolism , Lung/pathology , Mice , Mice, Inbred C57BL , Species Specificity
12.
Blood ; 118(19): 5201-10, 2011 Nov 10.
Article in English | MEDLINE | ID: mdl-21911837

ABSTRACT

Individual cytokines and groups of cytokines that might represent networks in chronic lymphocytic leukemia (CLL) were analyzed and their prognostic values determined. Serum levels of 23 cytokines were measured in 84 patients and 49 age-matched controls; 17 levels were significantly elevated in patients. Unsupervised hierarchical bicluster analysis identified 3 clusters (CLs) of highly correlated but differentially expressed cytokines: CL1 (CXCL9, CXCL10, CXCL11, CCL3, CCL4, CCL19, IL-5, IL-12, and IFNγ), CL2 (TNFα, IL-6, IL-8, and GM-CSF), and CL3 (IL-1ß, IL-2, IL-4, IL-15, IL-17, and IFNα). Combination scores integrating expression of CL1/CL2 or CL1/CL3 strongly correlated (P < .005) with time-to-first-treatment and overall survival (OS), respectively. Patients with the worst course had high CL1 and low CL2 or CL3 levels. Multivariate analysis revealed that CL1/CL2 combination score and immunoglobulin heavy chain variable region mutation status were independent prognostic indicators for time-to-first-treatment, whereas CL1/CL3 combination score and immunoglobulin heavy chain variable region mutation status were independent markers for OS. Thus, we identified groups of cytokines differentially expressed in CLL that are independent prognostic indicators of aggressive disease and OS. These findings indicate the value of multicytokine analyses for prognosis and suggest therapeutic strategies in CLL aimed at reducing CL1 and increasing CL2/CL3 cytokines.


Subject(s)
Cytokines/blood , Cytokines/classification , Leukemia, Lymphocytic, Chronic, B-Cell/blood , Adult , Aged , Aged, 80 and over , Biomarkers, Tumor/blood , Case-Control Studies , Chemokine CCL17/blood , Chemokine CXCL11/blood , Chemokines/blood , Chemokines/classification , Humans , Immunoglobulin Variable Region/genetics , Interleukin-17/blood , Interleukin-5/blood , Kaplan-Meier Estimate , Leukemia, Lymphocytic, Chronic, B-Cell/genetics , Leukemia, Lymphocytic, Chronic, B-Cell/immunology , Middle Aged , Multivariate Analysis , Mutation , Prognosis
13.
PLoS One ; 6(7): e22360, 2011.
Article in English | MEDLINE | ID: mdl-21829457

ABSTRACT

The first goal of this study was to measure the oxidative stress (OS) and relate it to lipoprotein variables in 35 renal patients before dialysis (CKD), 37 on hemodialysis (HD) and 63 healthy subjects. The method for OS was based on the ratio of cholesteryl esters (CE) containing C18/C16 fatty acids (R2) measured by gas chromatography (GC) which is a simple, direct, rapid and reliable procedure. The second goal was to investigate and identify a triacylglycerol peak on GC, referred to as TG48 (48 represents the sum of the three fatty acids carbon chain lengths) which was markedly increased in renal patients compared to healthy controls. We measured TG48 in patients and controls. Mass spectrometry (MS) and MS twice in tandem were used to analyze the fatty acid composition of TG48. MS showed that TG48 was abundant in saturated fatty acids (SFAs) that were known for their pro-inflammatory property. TG48 was significantly and inversely correlated with OS. Renal patients were characterized by higher OS and inflammation than healthy subjects. Inflammation correlated strongly with TG, VLDL-cholesterol, apolipoprotein (apo) C-III and apoC-III bound to apoB-containing lipoproteins, but not with either total cholesterol or LDL-cholesterol.In conclusion, we have discovered a new inflammatory factor, TG48. It is characterized with TG rich in saturated fatty acids. Renal patients have increased TG48 than healthy controls.


Subject(s)
Inflammation/etiology , Oxidative Stress , Renal Dialysis/adverse effects , Triglycerides/metabolism , Adult , Aged , Aged, 80 and over , Case-Control Studies , Cholesterol/metabolism , Fatty Acids/metabolism , Female , Humans , Inflammation/metabolism , Inflammation/pathology , Kidney Failure, Chronic/therapy , Lipoproteins/metabolism , Male , Middle Aged , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization
14.
Nucleic Acids Res ; 39(18): 7881-99, 2011 Oct.
Article in English | MEDLINE | ID: mdl-21715372

ABSTRACT

In this work we apply the Internal Standard-based analytical approach that we described in an earlier communication and here we demonstrate experimental results on functional associations among the hypervariably-expressed genes (HVE-genes). Our working assumption was that those genetic components, which initiate the disease, involve HVE-genes for which the level of expression is undistinguishable among healthy individuals and individuals with pathology. We show that analysis of the functional associations of the HVE-genes is indeed suitable to revealing disease-specific differences. We show also that another possible exploit of HVE-genes for characterization of pathological alterations is by using multivariate classification methods. This in turn offers important clues on naturally occurring dynamic processes in the organism and is further used for dynamic discrimination of groups of compared samples. We conclude that our approach can uncover principally new collective differences that cannot be discerned by individual gene analysis.


Subject(s)
Gene Expression Profiling/methods , Genetic Variation , Oligonucleotide Array Sequence Analysis/methods , Cluster Analysis , Data Interpretation, Statistical , Disease/genetics , Gene Expression , Gene Expression Profiling/standards , Gene Regulatory Networks , Humans , Oligonucleotide Array Sequence Analysis/standards , Reference Standards , Tumor Necrosis Factor-alpha/metabolism
15.
Arthritis Rheum ; 63(4): 894-903, 2011 Apr.
Article in English | MEDLINE | ID: mdl-21305505

ABSTRACT

OBJECTIVE: Serum rheumatoid factor (RF) and other heterophilic antibodies potentially interfere with antibody-based immunoassays by nonspecifically binding detection reagents. The purpose of this study was to assess whether these factors confound multiplex-based immunoassays, which are used with increasing frequency to measure cytokine and chemokine analytes in patients with rheumatoid arthritis (RA). METHODS: We performed multiplex immunoassays using different platforms to measure analyte concentrations in RA patient samples. Samples were depleted of RF by column-based affinity absorption or were exposed to agents that block heterophilic binding activity. RESULTS: In RA patients with high-titer RF, 69% of analytes demonstrated at least a 2-fold stronger multiplex signal in non-RF-depleted samples as compared to RF-depleted samples. This degree of erroneous signal amplification was less frequent in low-titer RF samples (17% of analytes; P < 0.0000001). Signal amplification by heterophilic antibodies was blocked effectively by HeteroBlock (≥ 150 µg/ml). In 35 RA patients, multiplex signals for 14 of 22 analytes were amplified erroneously in unblocked samples as compared to blocked samples (some >100-fold), but only in patients with high-titer RF (P < 0.002). Two other blocking agents, heterophilic blocking reagent and immunoglobulin-inhibiting reagent, also blocked heterophilic activity. CONCLUSION: All multiplex protein detection platforms we tested exhibited significant confounding by RF or other heterophilic antibodies. These findings have broad-reaching implications in the acquisition and interpretation of data derived from multiplex immunoassay testing of RA patient serum and possibly also in other conditions in which RF or other heterophilic antibodies may be present. Several available blocking agents effectively suppressed this erroneous signal amplification in the multiplex platforms tested.


Subject(s)
Antibodies, Heterophile/blood , Arthritis, Rheumatoid/diagnosis , Arthritis, Rheumatoid/immunology , Immunoassay/methods , Rheumatoid Factor/blood , Arthritis, Rheumatoid/blood , Biomarkers/blood , Chemokines/blood , Cytokines/blood , Diagnostic Errors , Humans , Protein Binding
16.
PLoS One ; 5(10): e13351, 2010 Oct 14.
Article in English | MEDLINE | ID: mdl-20976278

ABSTRACT

BACKGROUND: Gene profiling studies provide important information for key molecules relevant to a disease but are less informative of protein-protein interactions, post-translational modifications and regulation by targeted subcellular localization. Integration of genomic data and construction of functional gene networks may provide additional insights into complex diseases such as systemic lupus erythematosus (SLE). METHODOLOGY/PRINCIPAL FINDINGS: We analyzed gene expression microarray data of bone marrow mononuclear cells (BMMCs) from 20 SLE patients (11 with active disease) and 10 controls. Gene networks were constructed using the bioinformatic tool Ingenuity Gene Network Analysis. In SLE patients, comparative analysis of BMMCs genes revealed a network with 19 central nodes as major gene regulators including ERK, JNK, and p38 MAP kinases, insulin, Ca(2+) and STAT3. Comparison between active versus inactive SLE identified 30 central nodes associated with immune response, protein synthesis, and post-transcriptional modification. A high degree of identity between networks in active SLE and non-Hodgkin's lymphoma (NHL) patients was found, with overlapping central nodes including kinases (MAPK, ERK, JNK, PKC), transcription factors (NF-kappaB, STAT3), and insulin. In validation studies, western blot analysis in splenic B cells from 5-month-old NZB/NZW F1 lupus mice showed activation of STAT3, ITGB2, HSPB1, ERK, JNK, p38, and p32 kinases, and downregulation of FOXO3 and VDR compared to normal C57Bl/6 mice. CONCLUSIONS/SIGNIFICANCE: Gene network analysis of lupus BMMCs identified central gene regulators implicated in disease pathogenesis which could represent targets of novel therapies in human SLE. The high similarity between active SLE and NHL networks provides a molecular basis for the reported association of the former with lymphoid malignancies.


Subject(s)
Bone Marrow Cells/metabolism , Gene Regulatory Networks , Lupus Erythematosus, Systemic/genetics , Protein Kinases/metabolism , Animals , Base Sequence , Bone Marrow Cells/enzymology , DNA Primers , DNA, Complementary , Enzyme Activation , Enzyme-Linked Immunosorbent Assay , Humans , Lupus Erythematosus, Systemic/enzymology , Mice , Oligonucleotide Array Sequence Analysis , RNA, Messenger/genetics
17.
Rheumatology (Oxford) ; 49(10): 1867-77, 2010 Oct.
Article in English | MEDLINE | ID: mdl-20591831

ABSTRACT

OBJECTIVE: Serum cytokines play an important role in the pathogenesis of myositis by initiating and perpetuating various cellular and humoral autoimmune processes. The aim of the present study was to describe a broad spectrum of T- and B-cell cytokines, growth factors and chemokines in patients with idiopathic inflammatory myopathies (IIMs) and healthy individuals. METHODS: A protein array system, denoted as multiplex cytokine assay was utilized to measure simultaneously the levels of 24 circulating cytokines, including B-cell activating factor (BAFF) and a proliferation inducing ligand (APRIL) of patients with IIMs and healthy individuals. Additionally, correlational clustering and discriminant function analysis (DFA), two multivariate, supervised analysis methods were employed to identify a subset of biomarkers in order to describe potential functional interrelationships among these pathological cytokines. RESULTS: Univariate analysis demonstrated that a complex set of immune and inflammatory modulating cytokines are significantly up-regulated in patients with IIMs relative to unaffected controls including IL-10, IL-13, IFN-α, epidermal growth factor (EGF), VEGF, fibroblast growth factor (FGF), CCL3 [macrophage inflammatory protein (MIP-1α)], CCL4 (MIP-1ß) and CCL11 (eotaxin), whereas G-CSF was significantly reduced in IIM patients. Correlational clustering was able to discriminate between, and hence sub-classify patients with IIMs. DFA identified EGF, IFN-α, VEGF, CCL3 (MIP-1α) and IL-12p40, as analytes with the strongest discriminatory power among various myositis patients and controls. CONCLUSIONS: Our findings suggest that these factors modulate myositis pathology and help to identify differences between subsets of the disease.


Subject(s)
B-Cell Activating Factor/immunology , Chemokines/immunology , Cytokines/immunology , Myositis/immunology , Adolescent , Adult , Aged , Aged, 80 and over , Analysis of Variance , Child , Child, Preschool , Cohort Studies , Female , Humans , Ligands , Male , Middle Aged , Models, Immunological , Tumor Necrosis Factor-alpha , White People , Young Adult
18.
Am J Sports Med ; 38(9): 1845-56, 2010 Sep.
Article in English | MEDLINE | ID: mdl-20522834

ABSTRACT

BACKGROUND: Microfracture and drilling elicit a cartilage repair whose quality depends on subchondral bone repair. Alternatively activated (AA) macrophages express arginase-1, release angiogenic factors, and could be potential mediators of trabecular bone repair. HYPOTHESIS: Chitosan-glycerol phosphate (GP)/blood implants elicit arginase-1+ macrophages in vivo through neutrophil-dependent mechanisms and improve trabecular bone repair of drilled defects compared with drilling alone. STUDY DESIGN: Controlled laboratory study. METHODS: Bilateral trochlear cartilage defects were created in 15 rabbits, microdrilled, and treated or not with chitosan-GP/blood implant to analyze AA macrophages, CD-31+ blood vessels, bone, and cartilage repair after 1, 2, or 8 weeks. Neutrophil and macrophage chemotaxis to rabbit subcutaneous implants of autologous blood and chitosan-GP (+/-blood) was quantified at 1 or 7 days. In vitro, sera from human chitosan-GP/blood and whole blood clots cultured at 37 degrees C were analyzed by proteomics and neutrophil chemotaxis assays. RESULTS: Chitosan-GP/blood clots and whole blood clots released a similar profile of chemotactic factors (PDGF-BB, IL-8/CXCL8, MCP-1/CCL2, and no IL-1beta or IL-6), although chitosan clot sera attracted more neutrophils in vitro. Subcutaneous chitosan-GP (+/-blood) implants attracted more neutrophils (P < .001) and AA macrophages than whole blood clots in vivo. In repairing subchondral drill holes, chitosan-GP/blood implant attracted more AA macrophages at 1 and 2 weeks and more blood vessels at 2 weeks compared with drilled controls. Treatment elicited a more complete woven bone repair at 8 weeks than controls (P = .0011) with a more uniform, integrated collagen type II+ cartilage repair tissue. CONCLUSION AND CLINICAL RELEVANCE: AA macrophages may play a role in the regeneration of subchondral bone, and chitosan-GP can attract and transiently accumulate these cells in the repair tissue. The resulting improved subchondral repair could be advantageous toward enhancing integration of a restored chondral surface to the subchondral bone.


Subject(s)
Arthroplasty, Subchondral , Cartilage Diseases/drug therapy , Cartilage Diseases/surgery , Cartilage, Articular/physiology , Chemotactic Factors/biosynthesis , Chemotaxis, Leukocyte/physiology , Chondrogenesis/drug effects , Guided Tissue Regeneration , Macrophages/physiology , Neutrophils/physiology , Adult , Angiogenesis Inducing Agents/metabolism , Animals , Arginase/metabolism , Blood Coagulation/drug effects , Blood Coagulation/physiology , Chemokine CCL2/biosynthesis , Chemokines/biosynthesis , Chitosan/pharmacology , Chitosan/therapeutic use , Coagulants/pharmacology , Coagulants/therapeutic use , Female , Glycerol/pharmacology , Glycerol/therapeutic use , Humans , Interleukin-8/biosynthesis , Macrophages/enzymology , Male , Middle Aged , Models, Animal , Phosphates/pharmacology , Phosphates/therapeutic use , Rabbits , Tissue Scaffolds , Young Adult
19.
Adv Exp Med Biol ; 664: 3-13, 2010.
Article in English | MEDLINE | ID: mdl-20237996

ABSTRACT

An estimated 100,000 people in the US alone have retinitis pigmentosa. This disease, caused by the loss of rods and cones, results in blindness. With the intention of identifying common cell death pathways that result in RP, the pattern of global gene expression in three different mouse models of retinal degeneration was analyzed using DNA arrays. The models used were opsin ( Delta255-256 ), a transgenic mouse line that expresses a mutant form of opsin with a deletion of an isoleucine at either position 255 or 256; the Bouse C mouse, whereby normal opsin is over-expressed by over 2 folds; MOT1, a model that expresses SV-40 T antigen downstream of opsin promoter and leads to retinal degeneration. We found that, at least in the 2 models of retinal degeneration that are characterized by rhodopsin abnormalities, death is due to the TNF pathway. In addition, there are a number of unknown genes not yet annotated in each of the models that could be promising in revealing novel functions in photoreceptors.


Subject(s)
Disease Models, Animal , Gene Expression Profiling , Gene Expression Regulation , Retinal Degeneration/genetics , Animals , Down-Regulation/genetics , Mice , Mutation/genetics , Oligonucleotide Array Sequence Analysis , Opsins/genetics , Up-Regulation/genetics
20.
J Immunol ; 184(7): 3988-96, 2010 Apr 01.
Article in English | MEDLINE | ID: mdl-20181886

ABSTRACT

Although the intracellular Cl(-)/H(+) exchanger Clc-5 is expressed in apical intestinal endocytic compartments, its pathophysiological role in the gastrointestinal tract is unknown. In light of recent findings that CLC-5 is downregulated in active ulcerative colitis (UC), we tested the hypothesis that loss of CLC-5 modulates the immune response, thereby inducing susceptibility to UC. Acute dextran sulfate sodium (DSS) colitis was induced in Clcn5 knockout (KO) and wild-type (WT) mice. Colitis, monitored by disease activity index, histological activity index, and myeloperoxidase activity were significantly elevated in DSS-induced Clcn5 KO mice compared with those in WT mice. Comprehensive serum multiplex cytokine profiling demonstrated a heightened Th1-Th17 profile (increased TNF-alpha, IL-6, and IL-17) in DSS-induced Clcn5 KO mice compared with that in WT DSS colitis mice. Interestingly, Clcn5 KO mice maintained on a high vitamin D diet attenuated DSS-induced colitis. Immunofluorescence and Western blot analyses of colonic mucosa validated the systemic cytokine patterns and further revealed enhanced activation of the NF-kappaB pathway in DSS-induced Clcn5 KO mice compared with those in WT mice. Intriguingly, high baseline levels of IL-6 and phospho-IkappaB were observed in Clcn5 KO mice, suggesting a novel immunopathogenic role for the functional defects that result from the loss of Clc-5. Our studies demonstrate that the loss of Clc-5 1) exhibits IL-6-mediated immunopathogenesis, 2) significantly exacerbated DSS-induced colitis, which is influenced by dietary factors, including vitamin D, and 3) portrays distinct NF-kappaB-modulated Th1-Th17 immune dysregulation, implying a role for CLC-5 in the immunopathogenesis of UC.


Subject(s)
Chloride Channels/metabolism , Colitis/metabolism , Animals , Blotting, Western , Chloride Channels/genetics , Chloride Channels/immunology , Colitis/genetics , Colitis/immunology , Cytokines/biosynthesis , Cytokines/immunology , Dextran Sulfate/toxicity , Fluorescent Antibody Technique , Interleukin-17/immunology , Interleukin-17/metabolism , Interleukin-6/immunology , Interleukin-6/metabolism , Male , Mice , Mice, Inbred C57BL , Mice, Knockout , NF-kappa B/immunology , NF-kappa B/metabolism , Th1 Cells/immunology , Th1 Cells/metabolism , Vitamin D/pharmacology
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