An overview of systematic reviews on imaging tests for diagnosis of pulmonary embolism applying different network meta-analytic methods

Wiener, 2011, Time trends in pulmonary embolism in the United States: evidence of overdiagnosis, Arch Intern Med, 171, 831 Kröger, 2012, Prevalence and economic burden of pulmonary embolism in Germany, Vasc Med, 17, 303, 10.1177/1358863X12449363 Konstantinides, 2020, 2019 ESC Guidelines for the diagnosis and management of acute pulmonary embolism developed in collaboration with the European respiratory society (ERS), Eur Heart J, 41, 543, 10.1093/eurheartj/ehz405 Alotaibi, 2016, Secular Trends in Incidence and Mortality of Acute Venous Thromboembolism: The AB-VTE Population-Based Study, Am J Med, 129, 879, 10.1016/j.amjmed.2016.01.041 Warren, 2012, Pulmonary embolism: investigation of the clinically assessed intermediate risk subgroup, Br J Radiol, 85, 37, 10.1259/bjr/17451818 Mos, 2012, Imaging tests in the diagnosis of pulmonary embolism, Semin Respir Crit Care Med, 33, 138, 10.1055/s-0032-1311792 Veroniki, 2021, Evaluating multiple diagnostic tests: An application to cervical cancer, Hell J Obstet Gynecol, 20, 11, 10.33574/hjog.2161 Veroniki, 2022, Diagnostic test accuracy network meta-analysis methods: A scoping review and empirical assessment, J Clin Epidemiol, 10.1016/j.jclinepi.2022.02.001 Gates, 2022, Reporting guideline for overviews of reviews of healthcare interventions: development of the PRIOR statement, BMJ, 378 Abstrackr n.d. http://abstrackr.cebm.brown.edu/account/login. Shea, 2017, AMSTAR 2: a critical appraisal tool for systematic reviews that include randomised or non-randomised studies of healthcare interventions, or both, BMJ, 358, j4008, 10.1136/bmj.j4008 Taylor-Rowan, 2021, Informant-based screening tools for dementia: an overview of systematic reviews, Psychol Med, 1, 10.1017/S0033291721002002 McInnes, 2018, Preferred Reporting Items for a Systematic Review and Meta-analysis of Diagnostic Test Accuracy Studies: The PRISMA-DTA Statement, JAMA, 319, 388, 10.1001/jama.2017.19163 Whiting, 2011, QUADAS-2: a revised tool for the quality assessment of diagnostic accuracy studies, Ann Intern Med, 155, 529, 10.7326/0003-4819-155-8-201110180-00009 Bougioukas, 2022, ccaR: A package for assessing primary study overlap across systematic reviews in overviews, Res Synth Methods Bougioukas, 2021, Methods for depicting overlap in overviews of systematic reviews: An introduction to static tabular and graphical displays, J Clin Epidemiol, 132, 34, 10.1016/j.jclinepi.2020.12.004 Pérez-Bracchiglione, 2022, Graphical Representation of Overlap for OVErviews: GROOVE tool, Res Synth Methods, 13, 381, 10.1002/jrsm.1557 Pieper, 2014, Systematic review finds overlapping reviews were not mentioned in every other overview, J Clin Epidemiol, 67, 368, 10.1016/j.jclinepi.2013.11.007 Rutter, 2001, A hierarchical regression approach to meta-analysis of diagnostic test accuracy evaluations, Stat Med, 20, 2865, 10.1002/sim.942 Lian, 2019, A Bayesian Hierarchical Summary Receiver Operating Characteristic Model for Network Meta-Analysis of Diagnostic Tests, J Am Stat Assoc, 114, 949, 10.1080/01621459.2018.1476239 Plummer MM. Package ‘ rjags ’ 2022. Owen, 2018, Network meta-analysis of diagnostic test accuracy studies identifies and ranks the optimal diagnostic tests and thresholds for health care policy and decision-making, J Clin Epidemiol, 99, 64, 10.1016/j.jclinepi.2018.03.005 Menten, 2015, A general framework for comparative Bayesian meta-analysis of diagnostic studies, BMC Med Res Methodol, 15, 1, 10.1186/s12874-015-0061-7 Nyaga, 2018, ANOVA model for network meta-analysis of diagnostic test accuracy data, Stat Methods Med Res, 27, 1766, 10.1177/0962280216669182 Nyaga VN, Arbyn M, Aerts M. Beta-binomial analysis of variance model for network meta-analysis of diagnostic test accuracy data 2018. https://doi.org/10.1177/0962280216682532. Carpenter, 2017, Stan: A Probabilistic Programming Language, J Stat Software, 76, 1 Goodrich B, Weber S, Lee D. Package ‘ rstan ’ R topics documented : 2022. R Core Team. R: A Language and Environment for Statistical Computing [Internet]. Vienna, Austria; 2016. Available from: n.d. https://www.r-project.org/. Schünemann, 2008, Grading quality of evidence and strength of recommendations for diagnostic tests and strategies, BMJ, 336, 1106, 10.1136/bmj.39500.677199.AE Schünemann, 2008, GRADE: assessing the quality of evidence for diagnostic recommendations, ACP J Club, 149, 2 Abdellatif, 2020, Diagnostic Accuracy of Dual-Energy CT in Detection of Acute Pulmonary Embolism: A Systematic Review and Meta-Analysis, Can Assoc Radiol J Cueto, 2001, Computed tomography scan versus ventilation-perfusion lung scan in the detection of pulmonary embolism, J Emerg Med, 21, 155, 10.1016/S0736-4679(01)00359-6 Harvey, 2000, Accuracy of CT angiography versus pulmonary angiography in the diagnosis of acute pulmonary embolism: Evaluation of the literature with summary ROC curve analysis, Acad Radiol, 7, 786, 10.1016/S1076-6332(00)80626-1 Van Beek, 2001, Lung scintigraphy and helical computed tomography for the diagnosis of pulmonary embolism: A meta-analysis, Clin Appl Thromb Hemost, 7, 87, 10.1177/107602960100700202 Zhou, 2015, Diagnostic performance of magnetic resonance imaging for acute pulmonary embolism: A systematic review and meta-analysis, J Thromb Haemostasis, 13, 1623, 10.1111/jth.13054 Eng, 2004, Accuracy of CT in the diagnosis of pulmonary embolism: a systematic literature review, AJR Am J Roentgenol, 183, 1819, 10.2214/ajr.183.6.01831819 Safriel, 2002, CT pulmonary angiography in the detection of pulmonary emboli: a meta-analysis of sensitivities and specificities, Clin Imag, 26, 101, 10.1016/S0899-7071(01)00366-7 Roy, 2005, of suspected pulmonary embolism, 331, 1 Rathbun, 2000, Sensitivity and specificity of helical computed tomography in the diagnosis of pulmonary embolism: A systematic review, Ann Intern Med, 132, 227, 10.7326/0003-4819-132-3-200002010-00009 Patel, 2020, Systematic review and meta-analysis of test accuracy for the diagnosis of suspected pulmonary embolism, Blood Adv, 4, 4296, 10.1182/bloodadvances.2019001052 Le Gal, 2006, Diagnosis and management of subsegmental pulmonary embolism, J Thromb Haemostasis, 4, 724, 10.1111/j.1538-7836.2006.01819.x Hogg, 2006, Diagnosis of pulmonary embolism with CT pulmonary angiography: a systematic review, Emerg Med J, 23, 172, 10.1136/emj.2005.029397 Hayashino, 2005, Ventilation-perfusion scanning and helical CT in suspected pulmonary embolism: Meta-analysis of diagnostic performance, Radiology, 234, 740, 10.1148/radiol.2343031009 Zhang, 2013, Diagnostic accuracy of three-dimensional contrast-enhanced MR angiography at 3-T for acute pulmonary embolism detection: comparison with multidetector CT angiography, Int J Cardiol, 168, 4775, 10.1016/j.ijcard.2013.07.228 Zhang, 2018, Value of Dual-energy Lung Perfusion Imaging Using a Dual-source CT System for the Pulmonary Embolism, Open Life Sci, 13, 107, 10.1515/biol-2018-0015 Steiner, 1994, [Primary diagnosis and follow-up in acute pulmonary embolism: comparison of digital subtraction angiography and spiral CT], Röfo, 161, 285 Spies, 1986, Ventilation-perfusion scintigraphy in suspected pulmonary embolism: correlation with pulmonary angiography and refinement of criteria for interpretation, Radiology, 159, 383, 10.1148/radiology.159.2.3961170 Ruiz, 2003, Prospective comparison of helical CT with angiography in pulmonary embolism: global and selective vascular territory analysis. Interobserver agreement, Eur Radiol, 13, 823, 10.1007/s00330-002-1588-7 Remy-Jardin, 1992, Central pulmonary thromboembolism: diagnosis with spiral volumetric CT with the single-breath-hold technique--comparison with pulmonary angiography, Radiology, 185, 381, 10.1148/radiology.185.2.1410342 Remy-Jardin, 1996, Diagnosis of pulmonary embolism with spiral CT: comparison with pulmonary angiography and scintigraphy, Radiology, 200, 699, 10.1148/radiology.200.3.8756918 Qanadli, 2000, Pulmonary embolism detection: prospective evaluation of dual-section helical CT versus selective pulmonary arteriography in 157 patients, Radiology, 217, 447, 10.1148/radiology.217.2.r00nv01447 Oudkerk, 2002, Comparison of contrast-enhanced magnetic resonance angiography and conventional pulmonary angiography for the diagnosis of pulmonary embolism: a prospective study, Lancet, 359, 1643, 10.1016/S0140-6736(02)08596-3 Ohno, 2004, MR angiography with sensitivity encoding (SENSE) for suspected pulmonary embolism: comparison with MDCT and ventilation-perfusion scintigraphy, AJR Am J Roentgenol, 183, 91, 10.2214/ajr.183.1.1830091 Nilsson, 2002, A comparison of spiral computed tomography and latex agglutination D-dimer assay in acute pulmonary embolism using pulmonary arteriography as gold standard, Scand Cardiovasc J, 36, 373, 10.1080/140174302762659111 Miniati, 1996, Value of perfusion lung scan in the diagnosis of pulmonary embolism: results of the Prospective Investigative Study of Acute Pulmonary Embolism Diagnosis (PISA-PED), Am J Respir Crit Care Med, 154, 1387, 10.1164/ajrccm.154.5.8912753 Woods, 1989, Comparison of scintigraphic diagnostic criteria in suspected pulmonary embolism, Can Assoc Radiol J = J l’Association Can Des Radiol, 40, 194 Meaney, 1997, Diagnosis of pulmonary embolism with magnetic resonance angiography, N Engl J Med, 336, 1422, 10.1056/NEJM199705153362004 Loubeyre, 1994, Dynamic contrast-enhanced MR angiography of pulmonary embolism: comparison with pulmonary angiography, AJR Am J Roentgenol, 162, 1035, 10.2214/ajr.162.5.8165977 Gupta, 1999, Acute pulmonary embolism: diagnosis with MR angiography, Radiology, 210, 353, 10.1148/radiology.210.2.r99fe53353 Guilabert, 2007, Can multislice CT alone rule out reliably pulmonary embolism? A prospective study, Eur J Radiol, 62, 220, 10.1016/j.ejrad.2006.11.032 Grist, 1993, Pulmonary angiography with MR imaging: preliminary clinical experience, Radiology, 189, 523, 10.1148/radiology.189.2.8210385 Goodman, 1995, Detection of pulmonary embolism in patients with unresolved clinical and scintigraphic diagnosis: helical CT versus angiography, AJR Am J Roentgenol, 164, 1369, 10.2214/ajr.164.6.7754875 Garg, 1998, Pulmonary embolism: diagnosis with spiral CT and ventilation-perfusion scanning--correlation with pulmonary angiographic results or clinical outcome, Radiology, 208, 201, 10.1148/radiology.208.1.9646814 Emet, 2007, Computed tomography pulmonary angiography in the diagnosis of acute pulmonary embolism in the emergency department, Adv Ther, 24, 1173, 10.1007/BF02877763 Drucker, 1998, Acute pulmonary embolism: assessment of helical CT for diagnosis, Radiology, 209, 235, 10.1148/radiology.209.1.9769837 Dresel, 1995, Diagnostic approach in acute pulmonary embolism: perfusion scintigraphy versus spiral computed tomography, Nucl Med Commun, 16, 1009, 10.1097/00006231-199512000-00004 Winer-Muram, 2004, Suspected acute pulmonary embolism: evaluation with multi-detector row CT versus digital subtraction pulmonary arteriography, Radiology, 233, 806, 10.1148/radiol.2333031744 Coche, 2003, Diagnosis of acute pulmonary embolism in outpatients: comparison of thin-collimation multi-detector row spiral CT and planar ventilation-perfusion scintigraphy, Radiology, 229, 757, 10.1148/radiol.2293020889 Blum, 1994, Spiral-computed tomography versus pulmonary angiography in the diagnosis of acute massive pulmonary embolism, Am J Cardiol, 74, 96, 10.1016/0002-9149(94)90502-9 1990, Value of the ventilation/perfusion scan in acute pulmonary embolism. Results of the prospective investigation of pulmonary embolism diagnosis (PIOPED), JAMA, 263, 2753, 10.1001/jama.1990.03440200057023 Velmahos, 2004, Can we rely on computed tomographic scanning to diagnose pulmonary embolism in critically ill surgical patients?, J Trauma, 56, 516 Velmahos, 2001, Spiral computed tomography for the diagnosis of pulmonary embolism in critically ill surgical patients: a comparison with pulmonary angiography, Arch Surg, 136, 505, 10.1001/archsurg.136.5.505 Trujillo, 1997, DTPA aerosol in ventilation/perfusion scintigraphy for diagnosing pulmonary embolism, J Nucl Med, 38, 1781 Thieme, 2008, Dual energy CT for the assessment of lung perfusion--correlation to scintigraphy, Eur J Radiol, 68, 369, 10.1016/j.ejrad.2008.07.031 Teigen, 1995, Pulmonary embolism: diagnosis with contrast-enhanced electron-beam CT and comparison with pulmonary angiography, Radiology, 194, 313, 10.1148/radiology.194.2.7824704 Teigen, 1993, Pulmonary embolism: diagnosis with electron-beam CT, Radiology, 188, 839, 10.1148/radiology.188.3.8351359 Deeks, 2005, The performance of tests of publication bias and other sample size effects in systematic reviews of diagnostic test accuracy was assessed, J Clin Epidemiol, 58, 882, 10.1016/j.jclinepi.2005.01.016 Van Enst, 2014, Investigation of publication bias in meta-analyses of diagnostic test accuracy: A meta-epidemiological study, BMC Med Res Methodol, 14, 1, 10.1186/1471-2288-14-70 Trikalinos, 2014, Methods for the joint meta-analysis of multiple tests, Res Synth Methods, 5, 294, 10.1002/jrsm.1115 Dimou, 2016, A multivariate method for meta-analysis and comparison of diagnostic tests, Stat Med, 35, 3509, 10.1002/sim.6919 Cheng W. Network Meta-Analysis of Diagnostic Accuracy Studies. Dr Diss Brown Univ 2016. https://doi.org/10.7301/Z0HX1B3W. Ma, 2018, A Bayesian hierarchical model for network meta-analysis of multiple diagnostic tests, Biostatistics, 19, 87, 10.1093/biostatistics/kxx025 Lian Q, Hodges JS, Chu H, Lian Q, Hodges JS, Chu H. A Bayesian Hierarchical Summary Receiver Operating Characteristic Model for Network Meta- Analysis of Diagnostic Tests A Bayesian Hierarchical Summary Receiver Operating Characteristic Model for Network Meta-Analysis of Diagnostic Tests ABSTRACT 2019;vol. 1459. https://doi.org/10.1080/01621459.2018.1476239. Revel, 2012, Diagnostic accuracy of magnetic resonance imaging for an acute pulmonary embolism: results of the “IRM-EP” study, J Thromb Haemostasis, 10, 743, 10.1111/j.1538-7836.2012.04652.x Stein, 2003, Gadolinium-Enhanced Magnetic Resonance Angiography for Detection of Acute Pulmonary Embolism: An In-depth Review, Chest, 124, 2324, 10.1016/S0012-3692(15)31694-9 Stein, 2007, Multidetector computed tomography for the diagnosis of acute pulmonary embolism, Curr Opin Pulm Med, 13, 384, 10.1097/MCP.0b013e32821acdbe Abushouk, 2021, Quality Assessment of Published Systematic Reviews in High Impact Cardiology Journals: Revisiting the Evidence Pyramid, Front Cardiovasc Med, 8, 10.3389/fcvm.2021.671569 Wasiak, 2017, Poor methodological quality and reporting standards of systematic reviews in burn care management, Int Wound J, 14, 754, 10.1111/iwj.12692 Rudmik, 2008, Evaluation of meta-analyses in the otolaryngological literature, Otolaryngol Neck Surg Off J Am Acad Otolaryngol Neck Surg, 139, 187, 10.1016/j.otohns.2008.03.020 Dixon, 2005, Evaluating meta-analyses in the general surgical literature: a critical appraisal, Ann Surg, 241, 450, 10.1097/01.sla.0000154258.30305.df