A dataset for fault detection and diagnosis of an air handling unit from a real industrial facility.

This dataset was collected for the purpose of applying fault detection and diagnosis (FDD) techniques to real data from an industrial facility. The data for an air handling unit (AHU) is extracted from a building management system (BMS) and aligned with the Project Haystack naming convention. This dataset differs from other publicly available datasets in three main ways. Firstly, the dataset does not contain fault detection ground truth. The lack of labelled datasets in the industrial setting is a significant limitation to the application of FDD techniques found in the literature. Secondly, unlike other publicly available datasets that typically record values every 1 min or 5 min, this dataset captures measurements at a lower frequency of every 15 min, which is due to data storage constraints. Thirdly, the dataset contains a myriad of data issues. For example, there are missing features, missing time intervals, and inaccurate data. Therefore, we hope this dataset will encourage the development of robust FDD techniques that are more suitable for real world applications.

Leflunomide for inflammatory arthritis in end-stage renal disease on peritoneal dialysis: a pharmacokinetic and pharmacogenetic study.

OBJECTIVE: To study the pharmacokinetics and pharmacogenetics of leflunomide and document its efficacy and safety in the treatment of inflammatory arthritis in a patient with end-stage renal disease (ESRD) who was on peritoneal dialysis. CASE SUMMARY: Therapy for a 78-year-old man with ESRD who required peritoneal dialysis was started with leflunomide 10 mg/day for psoriatic arthritis. The dosage was increased to 20 mg/day after 3 months. Monitoring was continued until the patient's unexpected death from myocardial infarction at 8 months. Total and unbound teriflunomide (the active metabolite of leflunomide) concentrations were measured by liquid-chromatography-tandem mass spectrometry. Genotyping for CYP2C19 and ABCG2 polymorphisms, both known to influence teriflunomide pharmacokinetics, was also performed. DISCUSSION: Total concentrations of teriflunomide varied between 5.2 and 23.2 mg/L, while unbound concentrations varied between 0.0306 and 0.1468 mg/L. The unbound fraction varied between 0.367% and 0.71%. Teriflunomide was found in the dialysate at a concentration of 0.0981 mg/L. A single CYP2C19 loss of function allele was present, as was wild-type ABCG2. Leflunomide appeared to be therapeutically effective, as evidenced by a reduction in daily prednisolone dosage from 20 mg to 6mg; the Disease Activity Score in 28 joints (DAS28) was 5.46 at enrollment and 4.03 after 7 months. Health Assessment Questionnaire-Disability Index improved from 0.5 to 0.125 at 7 months. Numerous significant adverse events that were considered unrelated to leflunomide occurred. CONCLUSIONS: Dose adjustment for leflunomide does not appear to be required in the context of ESRD requiring peritoneal dialysis. We present novel evidence that a small amount of teriflunomide is removed by peritoneal dialysis. This case suggests that leflunomide is safe to use as therapy for inflammatory arthritis despite the presence of ESRD requiring peritoneal dialysis.

Screening for diabetes in patients with inflammatory rheumatological disease administered long-term prednisolone: a cross-sectional study.

OBJECTIVE: The aim of the study was to assess the effect of long-term prednisolone on fasting and post-glucose load glucose concentration in patients with inflammatory rheumatological disease. We hypothesized that prednisolone would predominantly increase post-glucose load glucose concentration and that fasting glucose would have poor sensitivity as a screening test for diabetes in patients receiving chronic prednisolone therapy. METHODS: In a cross-sectional study of subjects with inflammatory rheumatological disease but without known diabetes, 60 subjects [age = 70 (±10) years, 62% female] who were receiving chronic (>6 months) prednisolone [6.5 (±2.1) mg/day] (Group 1) and 58 controls [age = 70 (±11) years, 62% female] who had not received oral glucocorticoids for at least 6 months (Group 2) underwent an oral glucose tolerance test. RESULTS: Fasting glucose was significantly lower [5.0 (±0.1) vs. 5.3 (±0.1) mmol/l, P = 0.02) and post-glucose load glucose concentration significantly higher [8.0 (±0.4) vs. 6.8 (±0.3) mmol/l, P = 0.02] in Group 1 than in Group 2. In a multiple regression analysis, glucocorticoid use (P = 0.004) and log CRP (P = 0.02) were independently associated with fasting glucose, while waist circumference (P = 0.01), but not glucocorticoid use, was independently associated with post-glucose load glucose concentration. A fasting glucose ≥5.6 mmol/l had 33 and 83% sensitivity for diabetes in Groups 1 and 2, respectively. CONCLUSION: There is discordance between a reduced fasting and increased post-glucose load glucose concentration in rheumatological patients on long-term prednisolone. Therefore fasting glucose has poor sensitivity to screen for diabetes in prednisolone-treated patients. Treatment of prednisolone-induced hyperglycaemia should be directed at the postprandial period. Trial registration. Australian New Zealand Clinical Trials Registry, http://www.anzctr.org.au/, ACTRN12607000540415.

South Australian Scleroderma Register: autoantibodies as predictive biomarkers of phenotype and outcome.

AIM: To investigate the relationship between scleroderma-specific autoantibodies and clinical phenotype and survival in South Australian patients with scleroderma. METHOD: Two cohorts of patients were studied from the South Australian Scleroderma Register (SASR). In the first, the sera of 129 consecutive patients were analyzed for anticentromere (ACA), anti-Scl70, anti-RNA polymerase III, anti-U1RNP, anti-Th/To, anti-Pm/Scl, anti-Ku and anti-fibrillarin antibodies using the Euroline immunoblot assay. Statistical analysis was performed to look for a significant association between specific antibodies and various clinical features. In the second cohort survival from first symptom onset was analyzed in 285 patients in whom the autoantibody profile was available, including ACA, Anti-Scl70, anti-U1RNP and anti-RNA polymerase III measured using multiple methods. Survival analysis compared mortality between different groups of patients with specific antibodies. RESULTS: ACA, Th/To and Ku antibodies were associated with limited scleroderma, Scl70 and RNA Pol III antibodies were associated with diffuse scleroderma and antibodies to U1RNP were associated with overlap syndrome. Significant associations between Scl70 and interstitial lung disease (P = 0.004), RNA Pol III and renal crisis (P = 0.002), U1RNP and pulmonary hypertension (P = 0.006) and Th/To and pulmonary hypertension (P = 0.034) were seen. Trends were observed with an increased frequency of lung disease with Pm/Scl and Th/To and an increased frequency of myositis with Ku. The presence of Scl70, RNA Pol III and U1RNP was associated with significantly reduced survival as compared with patients with ACA. CONCLUSIONS: Scleroderma-specific autoantibodies are associated with clinical phenotype and survival.

Safety and acceptability of suprascapular nerve block in rheumatology patients.

Suprascapular nerve block (SSNB) is a popular treatment for shoulder pain. To date, studies undertaken mainly describe the methods of performing the technique or are trials examining its efficacy. As a result, the numbers of blocks reported are small and therefore confidence in the safety of the procedure must be limited. Furthermore, although most studies report pain reduction using visual analogue scales, there are no reports of patient satisfaction with the subsequent pain relief. This study aimed (1) to determine the safety of SSNB in a population of patients presenting in rheumatology practice and (2) to determine the patient satisfaction with the pain relief. From 2003 to 2009, 1,005 SSNBs were undertaken by rheumatologists in several centres in South Australia. All patients who had at least one SSNB performed were identified. Case notes were examined and patients were contacted to identify any side effects from the procedure. Patients were also asked to report their satisfaction with the pain relief. Of the 1,005 nerve blocks performed, there were a total of six side effects. They were three episodes of transient dizziness, two episodes of transient arm weakness and one episode of facial flushing. There were no serious side effects reported. Patient satisfaction with the pain relief was high, with over 80% of respondents being satisfied or very satisfied with the result. SSNB is a very safe procedure in the outpatient setting, even among frail, elderly patients. Patients rate the satisfaction with the pain relief highly.

Esophageal adenocarcinoma and hypertrophic osteoarthropathy with improvement following resection of esophageal cancer.

Esophageal cancer usually presents late and carries a grave prognosis. Early diagnosis dramatically improves outcomes, and hence recognition of the varied presenting features, including hypertrophic osteoarthropathy (HOA), may be important. Hypertrophic osteoarthropathy is a rare manifestation of esophageal adenocarcinoma and indeed may herald the presence of this neoplasm, as it did in the case we present. A 59-year-old man presented with signs and symptoms suggestive of inflammatory wrist, ankle, and knee arthritis, and imaging revealed changes of HOA. He reported dysphagia mainly to solids, and endoscopic biopsy showed adenocarcinoma. Cancer resection treatment led to clinical resolution of his musculoskeletal symptoms. This case highlights the importance of recognition of HOA as a feature of this increasingly common cancer.

Apoptosis in the rheumatoid arthritis synovial membrane: modulation by disease-modifying anti-rheumatic drug treatment.

OBJECTIVES: RA is characterized at the synovial tissue level by synovial lining hyperplasia, angiogenesis and mononuclear cell infiltrates. A failure of apoptotic pathways may explain these pathological changes in RA synovial tissue. This study aims to demonstrate the presence of initiators and inhibitors of apoptosis in RA synovial tissue and the effect of treatment with DMARDs on apoptotic pathways in RA. METHODS: Synovial biopsy specimens were obtained at arthroscopy from 16 RA patients before and at 3- or 6-month intervals after commencing treatment with a DMARD. Apoptosis (by the terminal deoxynucleotidyl transferase mediated dUTP nick end labelling method and polyADP-ribose polymerase staining), proteins regulating apoptosis [Fas, FADD-like IL1b converting enzyme inhibitory protein (FLIP), Bcl-2, Survivin and X-linked inhibitor of apoptosis protein (XIAP)] and the presence of activated caspases (caspases 3 and 8) were detected by immunohistochemistry and quantified using image analysis and semiquantitative techniques. RESULTS: Fifteen patients responded to treatment, with an ACR response of > or =20%, 13 achieving an ACR response of > or =50% and 3 achieving an ACR remission. There was a significant reduction in SM macrophages and memory T cells, with an increase in fibroblast-like synovial lining cells following DMARD treatment. Apoptosis was not detected in the inflamed synovial tissue of RA patients before starting treatment, despite evidence of caspase activation, but was detectable after successful treatment with DMARDs. Inhibitors of activated caspases (FLIP, Survivin and XIAP) were detected in RA synovial tissue and were down-modulated with successful DMARD treatment. CONCLUSIONS: Apoptotic pathways are defective in RA synovial tissue from patients with active disease, despite the presence of activated caspases, possibly due to the abundant expression of inhibitors of the caspase pathway in RA synovial tissue. DMARD treatment can modulate apoptosis in the RA SM, which may lead to restoration of the SM architecture towards that of normal synovial tissue.

Elevated expression of caspase-3 inhibitors, survivin and xIAP correlates with low levels of apoptosis in active rheumatoid synovium.

INTRODUCTION: Tumour necrosis factor-related apoptosis-inducing ligand (TRAIL) is a tumour necrosis factor (TNF) family member capable of inducing apoptosis in many cell types. METHODS: Using immunohistochemistry, terminal deoxynucleotidyl transferase biotin-dUTP nick end labelling (TUNEL) and real-time PCR we investigated the expression of TRAIL, TRAIL receptors and several key molecules of the intracellular apoptotic pathway in human synovial tissues from various types of arthritis and normal controls. Synovial tissues from patients with active rheumatoid arthritis (RA), inactive RA, osteoarthritis (OA) or spondyloarthritis (SpA) and normal individuals were studied. RESULTS: Significantly higher levels of TRAIL, TRAIL R1, TRAIL R2 and TRAIL R4 were observed in synovial tissues from patients with active RA compared with normal controls (p < 0.05). TRAIL, TRAIL R1 and TRAIL R4 were expressed by many of the cells expressing CD68 (macrophages). Lower levels of TUNEL but higher levels of cleaved caspase-3 staining were detected in tissue from active RA compared with inactive RA patients (p < 0.05). Higher levels of survivin and x-linked inhibitor of apoptosis protein (xIAP) were expressed in active RA synovial tissues compared with inactive RA observed at both the protein and mRNA levels. CONCLUSIONS: This study indicates that the induction of apoptosis in active RA synovial tissues is inhibited despite stimulation of the intracellular pathway(s) that lead to apoptosis. This inhibition of apoptosis was observed downstream of caspase-3 and may involve the caspase-3 inhibitors, survivin and xIAP.

Biologic agents-a panacea for inflammatory arthritis or not?

Aim. To describe the retention rates for biological therapies in patients with rheumatoid arthritis (RA), psoriatic arthritis (PsA), and ankylosing spondylitis (AS) in a clinical setting. Methods. All patients managed in a dedicated biological therapy clinic in a teaching hospital in Australia were assessed for continuation on biological treatments and reasons for switching to an alternative biological agent or cessation of treatment. Results. There was a lower retention rate for RA patients on biological therapies compared to PsA and AS patients and the retention rate for RA patients was lower than that reported in RCTs. Conclusions. The retention rate on biological therapies for RA patients was lower in the clinic setting than what is reported in RCTs. The reasons for the lower retention rate in the clinical setting are discussed but no clear determinants for nonresponse to biological agents were identifiable. These agents have very limited steroid sparing effects.

Modulation of RANKL and osteoprotegerin expression in synovial tissue from patients with rheumatoid arthritis in response to disease-modifying antirheumatic drug treatment and correlation with radiologic outcome.

OBJECTIVE: To demonstrate the effect of treatment with disease-modifying agents on the expression of osteoprotegerin (OPG) and RANKL in the synovial tissue from rheumatoid arthritis (RA) patients and to correlate these changes with radiologic damage measured on sequential radiographs of the hands and feet. METHODS: Synovial biopsy specimens were obtained at arthroscopy from 25 patients with active RA (16 of whom had a disease duration <12 months) before and at 3-6-month intervals after starting treatment with a disease-modifying agent. Immunohistologic analysis was performed using monoclonal antibodies to detect OPG and RANKL expression, with staining quantitated using computer-assisted image analysis and semiquantitative analysis techniques. Serial radiographs of the hands and feet were analyzed independently by 2 radiologists and a rheumatologist using the van der Heide modification of the Sharp scoring method. RESULTS: Thirteen patients achieved a low disease state as defined by a disease activity score <2.6 while 19 patients achieved an American College of Rheumatology response >20% after disease-modifying antirheumatic drug (DMARD) treatment. Successful DMARD treatment resulted in an increase in OPG expression and a decrease in RANKL expression at the synovial tissue level, which correlated with a reduction in erosion scores measured on annual radiographs of the hands and feet. CONCLUSION: Successful treatment-induced modulation of OPG and RANKL expression at the synovial tissue level, resulting in a reduction in the RANKL:OPG ratio, is likely to have a significant impact on osteoclast formation and joint damage in patients with active RA.

Treatment of cryoglobulinemia associated peripheral neuropathy with rituximab.

We describe a man with hepatitis C virus related cryoglobulinemic vasculitis that was resistant to combination treatment of prednisolone, interferon-alpha, and ribavirin, and that went into remission after treatment with rituximab.

The use of combined immunohistochemical labeling and in situ hybridization to colocalize mRNA and protein in tissue sections.

This chapter explores the combination of a nonradioactive in situ hybridization technique to detect mRNA with an imunnohistochemical labeling technique for use in formalin-fixed, paraffin-embedded, or frozen tissue sections. This technique allows the combination of detecting mRNA by in situ hybridization with immunohistochemical detection of a protein product or a cell surface marker without using any radioactive procedures. This technique is ideal for use on tissue sections when the aim is to identify which cells are producing a secreted protein product, such as a cytokine.

Histopathological and ultrastructural features of dermal telangiectasias in systemic sclerosis.

AIMS: To investigate the histological, ultrastructural and immunohistochemical features of the vascular lining of dermal telangiectasia, a characteristic clinical finding in scleroderma. METHODS: Standard histological, electron microscopic and immunohistological techniques were used to examine dermal telangiectasias in five patients with limited scleroderma, the most common scleroderma variant in Caucasian populations. RESULTS: The telangiectasias were dilated postcapillary venules located in the papillary and superficial reticular dermis. The vessel walls consisted of non-fenestrated endothelial cells surrounded by a variable number of pericytes and smooth muscle cells. There were no unique ultrastructural features. Thickened collagen fibres in the reticular or deep dermis were seen in all but one patient, although in variable and generally minimal quantities. Surrounding infiltrating inflammatory cells were scarce. No enhanced endothelial staining was obtained with antibodies directed against endoglin, endothelin, E-selectin and ICAM-1 suggesting a resting or inactivated state. CONCLUSION: The immunohistological and ultrastructural features of the lining endothelium of established telangiectasias in long-standing, limited scleroderma appear benign. It would be of interest to examine telangiectasias in the early phase of their formation. Alternatively, other explanations need to be explored in understanding the aetiopathogenesis of telangiectasia in scleroderma.

A visual analogue scale for assessment of the impact of rheumatoid arthritis in the hand: validity and repeatability.

A visual analogue scale was developed by French rheumatologists to measure the impact caused by rheumatoid arthritis of the hand (VAS-Hand). This article reports the use of the measure. First, the validity of the VAS-Hand was investigated by interviewing patients to understand how they interpreted and answered these questions. Second, the measure was compared with disability, pain, and impairment measures to determine whether it provided additional information. Finally, the repeatability of the measure was defined as within 1.5 points out of ten. The visual analogue scale of handicap from rheumatoid arthritis of the hand provides different information than do health status or disability questionnaires, or strength and motion assessment. The responsiveness of the VAS-Hand is under investigation in a longitudinal study.