Diagnostic accuracy of a clinical prediction rule (CPR) for identifying patients with recent-onset undifferentiated arthritis who are at a high risk of developing rheumatoid arthritis: A systematic review and meta-analysis

2014 ◽  
Vol 43 (4) ◽  
pp. 498-507 ◽  
Author(s):  
Emma McNally ◽  
Claire Keogh ◽  
Rose Galvin ◽  
Tom Fahey
2011 ◽  
Vol 28 (4) ◽  
pp. 366-376 ◽  
Author(s):  
R. Galvin ◽  
C. Geraghty ◽  
N. Motterlini ◽  
B. D. Dimitrov ◽  
T. Fahey

2012 ◽  
Vol 111 (3) ◽  
pp. 427-436 ◽  
Author(s):  
Pieter Meurs ◽  
Rose Galvin ◽  
Deirdre M. Fanning ◽  
Tom Fahey

BMJ Open ◽  
2018 ◽  
Vol 8 (2) ◽  
pp. e018132 ◽  
Author(s):  
Carmen Phang Romero Casas ◽  
Marrissa Martyn-St James ◽  
Jean Hamilton ◽  
Daniel S Marinho ◽  
Rodolfo Castro ◽  
...  

ObjectivesTo undertake a systematic review and meta-analysis to evaluate the test performance including sensitivity and specificity of rapid immunochromatographic syphilis (ICS) point-of-care (POC) tests at antenatal clinics compared with reference standard tests (non-treponemal (TP) and TP tests) for active syphilis in pregnant women.MethodsFive electronic databases were searched (PubMed, EMBASE, CRD, Cochrane Library and LILACS) to March 2016 for diagnostic accuracy studies of ICS test and standard reference tests for syphilis in pregnant women. Methodological quality was assessed using QUADAS-2 (Quality Assessment of Diagnostic Accuracy Studies). A bivariate meta-analysis was undertaken to generate pooled estimates of diagnostic parameters. Results were presented using a coupled forest plot of sensitivity and specificity and a scatter plot.ResultsThe methodological quality of the five included studies with regards to risk of bias and applicability concern judgements was either low or unclear. One study was judged as high risk of bias for patient selection due to exclusion of pregnant women with a previous history of syphilis, and one study was judged at high risk of bias for study flow and timing as not all patients were included in the analysis. Five studies contributed to the meta-analysis, providing a pooled sensitivity and specificity for ICS of 0.85 (95% CrI: 0.73 to 0.92) and 0.98 (95% CrI: 0.95 to 0.99), respectively.ConclusionsThis review and meta-analysis observed that rapid ICS POC tests have a high sensitivity and specificity when performed in pregnant women at antenatal clinics. However, the methodological quality of the existing evidence base should be taken into consideration when interpreting these results.PROSPERO registration numberCRD42016036335.


Blood ◽  
2004 ◽  
Vol 104 (11) ◽  
pp. 1052-1052
Author(s):  
Carolyn J. Owen ◽  
Steve Doucette ◽  
Philip S. Wells

Abstract Background: The diagnosis of DVT can be made by determining pretest probability of disease and using this information in combination with DD testing and ultrasound imaging. A number of studies have evaluated the use of clinical probability but this literature has not been summarized. Purpose: To systematically review trials that evaluated DVT prevalence using clinical prediction rules either with or without DD for the diagnosis of DVT. Data Sources: English and French language studies were identified from a MEDLINE search from 1990 to March 2004 and were supplemented by a review of all relevant bibliographies. Study Selection: Prospective management studies of symptomatic outpatients with suspected DVT in which patients were followed for a minimum of 3 months were selected. Clinical prediction rules had to be employed prior to DD and diagnostic tests. Studies were excluded if patients with a history of prior DVT were enrolled or if insufficient information was presented to calculate the prevalence of DVT for each of the 3 clinical probability estimates (low, moderate and high risk). Data Extraction: Two reviewers assessed each study for inclusion/exclusion criteria and collected data on prevalence and on sensitivity, specificity and likelihood ratios of DD in each of the 3 clinical probability estimates (low, moderate and high risk). Data Synthesis: 14 management studies involving a clinical prediction model in the diagnosis of DVT in over 8000 patients were included, of which 11 utilized DD in the diagnostic algorithm. All studies employed the same clinical prediction rule. The inverse variance weighted average prevalence of DVT in the low, moderate and high probability subgroups were 4.9% (95% CI= 4.2% to 5.7%), 17.4% (95% CI= 16.2% to 18.8%), and 53.6% (95% CI= 51.1% to 56.2%), respectively. The overall weighted prevalence was 18.3% (95% CI= 17.4% to 19.2%). The sensitivity of DD for the diagnosis of DVT in the low, moderate and high probability subgroups were 90.4% (95% CI= 84.7% to 94.2%), 92.0 % (95% CI= 89.1% to 94.2%), 93.6% (95% CI= 91.2% to 94.3%); and the specificities were 69.9% (95% CI= 68.0% to 71.8%), 52.4% (95% CI= 49.8% to 55.0%), and 43.2% (95% CI= 38.8% to 47.6%), respectively. The Mantel-Haenszel pooled estimates for diagnostic odds ratios (DOR) were 17.4 (95%CI=10.4–29.1), 10.2 (95% CI=7.1–14.6), and 10.1 (95% CI=6.9–14.9) in low, moderate and high groups respectively. Conclusion: Accurate estimates of the prevalence of DVT can be achieved using the same clinical prediction rule. Using this rule, it is unlikely that low probability patients have a DVT probability of more than 5%. Specificity of the DD seems to have clinically relevant differences depending on pretest probability but the DORs (which incorporate sensitivity and specificity) are similar. The data suggest that DVT can be excluded if patients are low probability even when DDs of lower sensitivity are employed and that DD testing has lower utility in high probability patients since false positives are common.


Blood ◽  
2012 ◽  
Vol 120 (21) ◽  
pp. 394-394
Author(s):  
Martha L Louzada ◽  
Gauruv Bose ◽  
Andrew Cheung ◽  
Benjamin H Chin-Yee ◽  
Simon Wells ◽  
...  

Abstract Abstract 394 Background: Long-term low molecular weight heparin (LMWH) is the current standard for treatment of venous thromboembolism (VTE) in cancer patients. Whether treatment strategies should vary according to individual risk of VTE recurrence remains unknown. We have derived a clinical prediction rule that stratifies VTE recurrence risk in patients with cancer-associated VTE. The derivation model includes 4 independent predictors (sex, primary tumor site, stage and prior VTE). The score sum ranges between −3 and +3 points. Patients with a score ≤ 0 had low risk (≤4.5%) for recurrence and patients with a score above 1 had a high risk (≥ 19%) for VTE recurrence. Subsequently, we applied and validated the rule in an independent set of 819 patients from 2 randomized controlled trials comparing LMWH to warfarin for VTE treatment in cancer patients. In the current study we aim to externally validate our clinical prediction rule with an independent population of patients with cancer-associated VTE followed at the Thrombosis clinics of two tertiary Canadian centres. Methods: We conducted a retrospective cohort study of patients with cancer and VTE diagnosed and/or followed at the Thrombosis Clinic of the Victoria Hospital (London, Canada) from January 2006 to December 2010; and the Thrombosis Unit of the Ottawa Hospital (Ottawa, Canada) from January 2009 to December 2011. We included data from adult patients with active malignancy and objectively diagnosed acute pulmonary embolism (PE) or deep venous thrombosis (DVT) of the lower extremity (above knee), upper extremity and neck veins, or unusual site thrombosis. The primary outcome measure was VTE recurrence during the first six months of anticoagulation. Results: 353 patients fulfilled our inclusion criteria and were included in the study. There were 149 males, and the overall population had a median age of 64 years (range: 18 – 95). One hundred and twenty-three patients had lower extremity DVT, 93 had PE and 57 had both. The remaining 80 patients had either upper extremity/neck DVT (n = 55) or unusual site thrombosis (n = 25). 77 patients had a prior history of VTE. The most common primary tumour site was gastrointestinal, followed by the lung. Of the 304 patients with solid tumours, 230 (75.7%%) had TNM greater than I. Two hundred and ninety-three (83.0%) patients were treated with longterm low molecular weight heparin (LMWH) only and 60 (17.0%) with warfarin (VKA). VTE recurrence occurred in 44 of 353 patients (12.4%). When we evaluated VTE recurrence risk per site, there was no significant difference: London 13 of 90 and Ottawa 31 of 263 [RR=1.23 (95%CI= 0.671 – 2.237; p=0. 507)]. In addition, there was no significant benefit with the use of LMWH (37 of 293) over VKA (7 of 60) in the risk of recurrence [RR=0.92 (95%CI= 0.433 – 1.973; p= 0.8379)]. When we applied our clinical prediction rule (Table 1) in the entire study population, recurrent VTE occurred in 12 of 204 (5.8%) patients stratified as low risk probability and in 32 of 149 (21.4%) patients stratified as high risk probability (Table 2). Conclusions: Our prediction rule has been adequately validated to now be used in prospective trials of treatment. Future trials evaluating novel treatment strategies for high risk patients are warranted. Disclosures: No relevant conflicts of interest to declare.


2010 ◽  
Vol 64 (Suppl 1) ◽  
pp. A18-A18
Author(s):  
R. Galvin ◽  
C. Geraghty ◽  
N. Motterlini ◽  
B. D. Dimitrov ◽  
T. Fahey

2021 ◽  
Vol 10 (6) ◽  
pp. 1163
Author(s):  
Michael Czihal ◽  
Christian Lottspeich ◽  
Christoph Bernau ◽  
Teresa Henke ◽  
Ilaria Prearo ◽  
...  

Background: Risk stratification based on pre-test probability may improve the diagnostic accuracy of temporal artery high-resolution compression sonography (hrTCS) in the diagnostic workup of cranial giant cell arteritis (cGCA). Methods: A logistic regression model with candidate items was derived from a cohort of patients with suspected cGCA (n = 87). The diagnostic accuracy of the model was tested in the derivation cohort and in an independent validation cohort (n = 114) by receiver operator characteristics (ROC) analysis. The clinical items were composed of a clinical prediction rule, integrated into a stepwise diagnostic algorithm together with C-reactive protein (CRP) values and hrTCS values. Results: The model consisted of four clinical variables (age > 70, headache, jaw claudication, and anterior ischemic optic neuropathy). The diagnostic accuracy of the model for discrimination of patients with and without a final clinical diagnosis of cGCA was excellent in both cohorts (area under the curve (AUC) 0.96 and AUC 0.92, respectively). The diagnostic algorithm improved the positive predictive value of hrCTS substantially. Within the algorithm, 32.8% of patients (derivation cohort) and 49.1% (validation cohort) would not have been tested by hrTCS. None of these patients had a final diagnosis of cGCA. Conclusion: A diagnostic algorithm based on a clinical prediction rule improves the diagnostic accuracy of hrTCS.


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