Development and validation of a claims-based model to identify patients at risk of chronic thromboembolic pulmonary hypertension following acute pulmonary embolism

References

• Simonneau G, Gatzoulis MA, Adatia I, et al. Updated clinical classification of pulmonary hypertension. J Am Coll Cardiol. 2013; 62(25 Suppl):D34–D41.
   PubMed Web of Science ®Google Scholar
• Ende-Verhaar YM, Cannegieter SC, Vonk Noordegraaf A, et al. Incidence of chronic thromboembolic pulmonary hypertension after acute pulmonary embolism: a contemporary view of the published literature. Eur Respir J. 2017;49(2):1601792.
   PubMed Web of Science ®Google Scholar
• Bonderman D, Jakowitsch J, Adlbrecht C, et al. Medical conditions increasing the risk of chronic thromboembolic pulmonary hypertension. Thromb Haemost. 2005;93(3):512–516.
   PubMed Web of Science ®Google Scholar
• Condliffe R, Kiely DG, Gibbs JSR, et al. Prognostic and aetiological factors in chronic thromboembolic pulmonary hypertension. Eur Respir J. 2009;33(2):332–338.
   PubMed Web of Science ®Google Scholar
• Lang IM. Chronic thromboembolic pulmonary hypertension-not so rare after all. N Engl J Med. 2004;350(22):2236–2238.
   PubMed Web of Science ®Google Scholar
• Pepke-Zaba J, Delcroix M, Lang I, et al. Chronic thromboembolic pulmonary hypertension (CTEPH): results from an international prospective registry. Circulation. 2011;124(18):1973–1981.
   PubMed Web of Science ®Google Scholar
• Kirson NY, Birnbaum HG, Ivanova JI, et al. Prevalence of pulmonary arterial hypertension and chronic thromboembolic pulmonary hypertension in the United States. Curr Med Res Opin. 2011;27(9):1763–1768.
   PubMed Web of Science ®Google Scholar
• Cottin V, Avot D, Lévy-Bachelot L, et al. Identifying chronic thromboembolic pulmonary hypertension through the French national hospital discharge database. PLoS One. 2019;14(4):e0214649.
   PubMed Web of Science ®Google Scholar
• Tapson VF, Platt DM, Xia F, et al. Monitoring for pulmonary hypertension following pulmonary embolism: the INFORM study. Am J Med. 2016;129(9):978–985 e2.
   PubMed Web of Science ®Google Scholar
• Delcroix M, Lang I, Pepke-Zaba J, et al. Long-term outcome of patients with chronic thromboembolic pulmonary hypertension: results from an international prospective registry. Circulation. 2016;133(9):859–871.
   PubMed Web of Science ®Google Scholar
• Gopalan D, Delcroix M, Held M. Diagnosis of chronic thromboembolic pulmonary hypertension. Eur Respir Rev. 2017;26(143):160108.
   PubMed Web of Science ®Google Scholar
• Rogberg AN, Gopalan D, Westerlund E, et al. Do radiologists detect chronic thromboembolic disease on computed tomography? Acta Radiol. 2019;60(11):1576–1583.
   PubMed Web of Science ®Google Scholar
• Gall H, Hoeper MM, Richter MJ, et al. An epidemiological analysis of the burden of chronic thromboembolic pulmonary hypertension in the USA. Eur Respir Rev. 2017;26(143):160121.
   PubMed Web of Science ®Google Scholar
• Yang S, Yang Y, Zhai Z, et al. Incidence and risk factors of chronic thromboembolic pulmonary hypertension in patients after acute pulmonary embolism. J Thorac Dis. 2015;7(11):1927–1938.
   PubMed Web of Science ®Google Scholar
• Klok FA, Barco S, Konstantinides SV, et al. Determinants of diagnostic delay in chronic thromboembolic pulmonary hypertension: results from the European CTEPH Registry. Eur Respir J. 2018;52(6):1801687.
   PubMed Web of Science ®Google Scholar
• Klok FA, Dzikowska-Diduch O, Kostrubiec M, et al. Derivation of a clinical prediction score for chronic thromboembolic pulmonary hypertension after acute pulmonary embolism. J Thromb Haemost. 2016;14(1):121–128.
   PubMed Web of Science ®Google Scholar
• Klok FA, Tesche C, Rappold L, et al. External validation of a simple non-invasive algorithm to rule out chronic thromboembolic pulmonary hypertension after acute pulmonary embolism. Thromb Res. 2015;135(5):796–801.
   PubMed Web of Science ®Google Scholar
• Otero R, Bertoletti L, Muriel A, et al. Role of a clinical prediction score in a chronic thromboembolic pulmonary hypertension rule-out strategy. Eur Respir J. 2018;51(4):1702576.
   PubMed Web of Science ®Google Scholar
• Ende-Verhaar YM, Ruigrok D, Bogaard HJ, et al. Sensitivity of a simple noninvasive screening algorithm for chronic thromboembolic pulmonary hypertension after acute pulmonary embolism. TH Open. 2018;2(1):e89–e95.
   PubMedGoogle Scholar
• Konstantinides SV, Meyer G, Becattini C, et al. 2019 ESC Guidelines for the diagnosis and management of acute pulmonary embolism developed in collaboration with the European Respiratory Society (ERS). Eur Heart J. 2019;41(4):543–603.
   Web of Science ®Google Scholar
• Joish V, Divers C, CBurudpakdee C, et al. What costs can a U.S. health plan expect if an enrollee has chronic thromboembolic pulmonary hypertension? A guideline-based estimate of healthcare resource use and cost. CHEST. 2014;145(3):523A.
   Web of Science ®Google Scholar
• Teal S, Auger WR, Hughes RJ, et al. Validation of a claims-based algorithm to identify patients with chronic thromboembolic pulmonary hypertension using electronic health record data. Pulm Circ. 2019;9(1):2045894018814772.
   Web of Science ®Google Scholar
• D'Agostino RB, Lee ML, Belanger AJ, et al. Relation of pooled logistic regression to time dependent Cox regression analysis: The Framingham Heart Study. Stat Med. 1990;9(12):1501–1515.
   PubMed Web of Science ®Google Scholar
• Quan H, Li B, Couris CM, et al. Updating and validating the Charlson comorbidity index and score for risk adjustment in hospital discharge abstracts using data from 6 countries. Am J Epidemiol. 2011;173(6):676–682.
   PubMed Web of Science ®Google Scholar
• Damen JA, Pajouheshnia R, Heus P, et al. Performance of the Framingham risk models and pooled cohort equations for predicting 10-year risk of cardiovascular disease: a systematic review and meta-analysis. BMC Med. 2019;17(1):109.
   PubMedGoogle Scholar
• Young JB, Gauthier-Loiselle M, Bailey RA, et al. Development of predictive risk models for major adverse cardiovascular events among patients with type 2 diabetes mellitus using health insurance claims data. Cardiovasc Diabetol. 2018;17(1):118.
   PubMed Web of Science ®Google Scholar
• Stanford RH, Nag A, Mapel DW, et al. Claims-based risk model for first severe COPD exacerbation. Am J Manag Care. 2018;24(2):e45–e53.
   PubMed Web of Science ®Google Scholar
• Chi N-F, Kuan Y-C, Huang Y-H, et al. Development and validation of risk score to estimate 1-year late poststroke epilepsy risk in ischemic stroke patients. Clin Epidemiol. 2018;10:1001–1011.
   PubMed Web of Science ®Google Scholar
• Klok FA, van Kralingen KW, van Dijk APJ, et al. Prospective cardiopulmonary screening program to detect chronic thromboembolic pulmonary hypertension in patients after acute pulmonary embolism. Haematologica. 2010;95(6):970–975.
   PubMed Web of Science ®Google Scholar
• Ende-Verhaar YM, Huisman MV, Klok FA. To screen or not to screen for chronic thromboembolic pulmonary hypertension after acute pulmonary embolism. Thromb Res. 2017;151:1–7.
   PubMed Web of Science ®Google Scholar
• Guerin L, Couturaud F, Parent F, et al. Prevalence of chronic thromboembolic pulmonary hypertension after acute pulmonary embolism. Prevalence of CTEPH after pulmonary embolism. Thromb Haemost. 2014;112(3):598–605.
   PubMed Web of Science ®Google Scholar
• Marti D, Escobar C, Wagner C, et al. Incidence of symptomatic and asymptomatic chronic thromboembolic pulmonary hypertension. Arch Bronconeumol. 2010;46(12):628–633.
   PubMed Web of Science ®Google Scholar
• Martinez C, Wallenhorst C, Teal S, et al. Incidence and risk factors of chronic thromboembolic pulmonary hypertension following venous thromboembolism, a population-based cohort study in England. Pulm Circ. 2018;8(3):2045894018791358.
   Web of Science ®Google Scholar
• Pengo V, Lensing AWA, Prins MH, et al. Incidence of chronic thromboembolic pulmonary hypertension after pulmonary embolism. N Engl J Med. 2004;350(22):2257–2264.
   PubMed Web of Science ®Google Scholar
• Sprecher VP, Didden E-M, Swerdel JN, et al. Evaluation of code-based algorithms to identify pulmonary arterial hypertension and chronic thromboembolic pulmonary hypertension patients in large administrative databases. Pulm Circ. 2020;10(4):2045894020961713.
   Web of Science ®Google Scholar
• Mayo Clinic. Heart failure. [cited 2019 October 29]; Available from: https://www.mayoclinic.org/diseases-conditions/heart-failure/symptoms-causes/syc-20373142.
   Google Scholar
• Adir Y, Amir O. Pulmonary hypertension associated with left heart disease. Semin Respir Crit Care Med. 2013;34(5):665–680.
   PubMed Web of Science ®Google Scholar
• Brooks EL, Preis SR, Hwang S-J, et al. Health insurance and cardiovascular disease risk factors. Am J Med. 2010;123(8):741–747.
   PubMed Web of Science ®Google Scholar