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Original Articles

External Validation and Recalculation of the CODEX Index in COPD Patients. A 3CIAplus Cohort Study

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Pages 8-17 | Received 19 Jan 2018, Accepted 31 May 2018, Published online: 14 Mar 2019

References

  • Charles Joseph Singer EAU. A short history of medicine. Second ed. Oxford University Press; 1962.
  • Evans CMM. Prognostic uncertainty in terminal care: can the Karnofsky index help? Lancet. 1985;1:1204–6.
  • Charlson ME, Pompei P, Ales KL MC. A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis. 1987;40(5):373–83.
  • Salpeter SR, Luo EJ, Malter DS, Stuart B. Systematic review of noncancer presentations with a median survival of 6 months or less. Am J Med. 2012;125:512.e1–16.
  • Schünemann HJ, Dorn J, Grant BJ, Winkelstein WTM Jr. Pulmonary function is a long-term predictor of mortality in the general population: 29-year follow-up of the Buffalo Health Study. Chest. 2000;118(3):656–64.
  • Vogelmeier CF, Criner GJ, Martinez FJ, Anzueto A, Barnes PJ, Bourbeau J, Celli BR, Chen R, Decramer M, Fabbri LM, et al. Global Strategy for the diagnosis, management, and prevention of chronic obstructive lung disease 2017 Report. GOLD Executive Summary. Am J Respir Crit Care Med. 2017;195 (5):557–82.
  • Soriano JB, Lamprecht B, Ramírez AS, Martinez-Camblor P, Kaiser B, Alfageme I, Almagro P, Casanova C, Esteban C, Soler-Cataluña JJ, et al. Mortality prediction in chronic obstructive pulmonary disease comparing the GOLD 2007 and 2011 staging systems: A pooled analysis of individual patient data. Lancet Respir Med. 2015;3(6):443–50.
  • Almagro P, Martinez-Camblor P, Soriano JB, Marin JM, Alfageme I, Casanova C, Esteban C, Soler-Cataluña JJ, de-Torres JP, Celli BR, et al. Finding the best thresholds of FEV1and dyspnea to predict 5-year survival in COPD patients: The COCOMICS study. PLoS One. 2014;9(2):1–7.
  • Atsou K, Chouaid C, Hejblum G. Variability of the chronic obstructive pulmonary disease key epidemiological data in Europe: systematic review. BMC Med. 2011;9:7.
  • Bestall JC, Paul EA, Garrod R, Garnham R, Jones PW, Wedzicha JA. Usefulness of the Medical Research Council (MRC) dyspnoea scale as a measure of disability in patients with chronic obstructive pulmonary disease. Thorax. 1999;54(7):581–6.
  • Nishimura K, Izumi T, Tsukino M, Oga T. Dyspnea is a better predictor of 5-year survival than airway obstruction in patients with COPD. Chest. 2002;121(5):1434–40.
  • Jones NL, Burrows B, Fletcher CM. Serial studies of 100 patients with chronic airway obstruction in London and Chicago. Thorax. 1967; 22(4):327–35.
  • Renzetti AD Jr. Prognosis in chronic obstructive pulmonary disease. Med Clin North Am. 1967;51:363–71.
  • Celli BR, Cote CG, Marin JM, Montes de Oca M, Mendez RA, Pinto Plata V, Cabral HJ. The body-mass index, airflow obstruction, dyspnea, and exercise capacity index in chronic obstructive pulmonary disease. N Engl J Med. 2004;350(10):1005–12.
  • Soler-Cataluña JJ, Martínez-García MÁ, Sánchez LS, Tordera MP, Sánchez PR. Severe exacerbations and BODE index: Two independent risk factors for death in male COPD patients. Respir Med. 2009;103(5):692–9.
  • Puhan MA, Hansel NN, Sobradillo P, Enright P, Lange P, Hickson D, Menezes AM, Riet GT, Held U, Domingo-Salvany A, et al. Large-scale international validation of the ADO index in subjects with COPD: An individual subject data analysis of 10 cohorts. BMJ Open. 2012;2:2012–152.
  • Jones RC, Donaldson GC, Chavannes NH, Kida K, Dickson-Spillmann M, Harding S, Wedzicha JA, Price D, Hyland ME. Derivation and validation of a composite index of severity in chronic obstructive pulmonary disease: the DOSE index. Am J Respir Crit Care Med. 2009;180(12):1189–95.
  • Esteban C, Quintana JM, Moraza J, Aburto M, Aguirre U, Aguirregomoscorta JI, Aizpiri S, Basualdo LV, Capelastegui A. BODE-Index vs HADO-score in chronic obstructive pulmonary disease: which one to use in general practice? BMC Med. 2010;8:28.
  • Almagro P, Soriano JB, Cabrera FJ, Boixeda R, Alonso-Ortiz MB, Barreiro B, Diez-Manglano J, Murio C, Heredia JL; Working Group on COPD, SpanishSociety of Internal Medicine. Short- and medium-term prognosis in patients hospitalized for COPD exacerbation: the CODEX index. Chest. 2014;145(5):972–80.
  • Navarro A, Costa R, Rodriguez-Carballeira M, Yun S, Lapuente A, Barrera A, Acosta E, Viñas C, Heredia JL, Almagro P. Prognostic assessment of mortality and hospitalizations of outpatients with advanced chronic obstructive pulmonary disease. Usefulness of the CODEX index. Rev Clin Esp . 2015;215(8):431–8.
  • Golpe R, Suárez-Valor M, Veres-Racamonde A, Cano-Jiménez E, Martín-Robles I, Sanjuán-López P, Pérez-de-Llano L. Octogenarian patients with chronic obstructive pulmonary disease: Characteristics and usefulness of prognostic indexes. Med Clin (Barc). 2017. [Epub ahead of print]
  • Echevarria C, Steer J, Heslop-Marshall K, Stenton SC, Hickey PM, Hughes R, Wijesinghe M, Harrison RN, Steen N, Simpson AJ, et al. The PEARL score predicts 90-day readmission or death after hospitalisation for acute exacerbation of COPD. Thorax. 2017;72(8):686–93.
  • Almagro P, Cabrera FJ, Diez J, Boixeda R, Alonso Ortiz MB, Murio C, Soriano JB; Working Group on, COPD, Spanish Society of Internal Medicine. Comorbidities and short-term prognosis in patients hospitalized for acute exacerbation of COPD: the EPOC en Servicios de medicina interna (ESMI) study. Chest. 2012;142(5):1126–33.
  • von Elm E, Altman DG, Egger M, Pocock SJ, Gøtzsche PC, Vandenbroucke JP; STROBE Initiative. The strengthening the reporting of observational studies in epidemiology (STROBE) statement: Guidelines for reporting observational studies. Lancet. 2007;370(9596):1453–7.
  • Heagerty PJ, Lumley T, Pepe MS. Time-dependent ROC curves for censored survival data and a diagnostic marker. Biometrics. 2000;56(2):337–44.
  • Martínez-Camblor P, Bayón GF, Pérez-Fernández S. Cumulative/dynamic ROC curve estimation. J Stat Comput Simulat. 2016;86: 3582–94.
  • O'Quigley J, Stare J. Proportional hazards models with frailties and random effects. Stat Med. 2002;21(21):3219–33.
  • Dijk WD, Bemt Lv, Haak-Rongen Sv, Bischoff E, Weel Cv, Veen JC, Schermer TR. Multidimensional prognostic indices for use in COPD patient care. A systematic review. Respir Res. 2011;12:151.
  • Connors AF Jr, Dawson NV, Thomas C, Harrell FE Jr, Desbiens N, Fulkerson WJ, Kussin P, Bellamy P, Goldman L, Knaus WA. Outcomes following acute exacerbation of severe chronic obstructive lung disease. The SUPPORT investigators (study to understand prognoses and preferences for outcomes and risks of treatments). Am J Respir Crit Care Med. 1996;154(4):959–67.
  • Mannino D, Sin DD. Development and validation of a prognostic index for health outcomes in chronic obstructive pulmonary disease. Arch Intern Med. 2008;168(1):71–9.
  • Sanjaume M, Almagro P, Rodríguez-Carballeira M, Barreiro B, Heredia JL, Garau J. Post-hospital mortality in patients re-admitted due to COPD. Utility of BODE index. Rev Clin Esp. 2009;209(8):364–70.
  • Cote CG, Dordelly LJ, Celli BR. Impact of COPD exacerbations on patient-centered outcomes. Chest. 2007;131:696–704.
  • Güell MR, Cejudo P, Ortega F, Puy MC, Rodríguez-Trigo G, Pijoan JI, Martinez-Indart L, Gorostiza A, Bdeir K, Celli B, Galdiz JB. Benefits of long-term pulmonary rehabilitation maintenance program in severe COPD Patients: 3 year follow-up. Am J Respir Crit Care Med. 2017;195(5):622–29.
  • Imfeld S, Bloch KE, Weder W, Russi EW. The BODE index after lung volume reduction surgery correlates with survival. Chest. 2006;129(4):873–8.
  • Lahzami S, Bridevaux PO, Soccal PM, Wellinger J, Robert JH, Ris HB, Aubert JD. Survival impact of lung transplantation for COPD. Eur Respir J. 2010; 36(1):74–80.
  • Steer J, Gibson J, Bourke SC. The DECAF Score: predicting hospital mortality in exacerbations of chronic obstructive pulmonary disease. Thorax. 2012;67(11):970–6.
  • Echevarria C, Steer J, Heslop-Marshall K, Stenton SC, Hickey PM, Hughes R, Wijesinghe M, Harrison RN, Steen N, Simpson AJ, et al. Validation of the DECAF score to predict hospital mortality in acute exacerbations of COPD. Thorax. 2016;71(2):133–40.
  • Jones RC, Price D, Chavannes NH, Lee AJ, Hyland ME, Ställberg B, Lisspers K, Sundh J, van der Molen T, Tsiligianni I, et al. Multi-component assessment of chronic obstructive pulmonary disease: an evaluation of the ADO and DOSE indices and the global obstructive lung disease categories in international primary care data sets. NPJ Prim Care Respir Med. 2016;26:16010.
  • Sundh J, Janson C, Lisspers K, Ställberg B, Montgomery S. The Dyspnea, Obstruction, Smoking, Exacerbation (DOSE) index is predictive of mortality in COPD. Prim Care Respir J. 2012;21(3):295–301.
  • Celli BR, Marin JM, Cote CG, Aguirre A, Macario CC. Prognostic assessment of patients with COPD. Lancet. 2009;374(9705):1885.
  • Marin JM, Alfageme I, Almagro P, Casanova C, Esteban C, Soler-Cataluña JJ, de Torres JP, Martínez-Camblor P, Miravitlles M, Celli BR, Soriano JB. Multicomponent indices to predict survival in COPD: the COCOMICS study. Eur Respir J. 2013;42(2):323–32.
  • Ou CY, Chen CZ, Yu CH, Shiu CH, Hsiue TR. Discriminative and predictive properties of multidimensional prognostic indices of chronic obstructive pulmonary disease: a validation study in Taiwanese patients. Respirology. 2014; 19(5):581–9.
  • Collins GS, de Groot JA, Dutton S, Omar O, Shanyinde M, Tajar A, Voysey M, Wharton R, Yu LM, Moons KG, Altman DG. External validation of multivariable prediction models: a systematic review of methodological conduct and reporting. BMC Med Res Methodol. 2014;14:40.
  • Nieboer D, van der Ploeg T, Steyerberg EW. Assessing discriminative performance at external validation of clinical prediction models. PLoS One. 2016;11(2):e0148820.
  • Donaldson GC, Wedzicha JA. The CODEX index: a collection or digest of laws: a code. Chest. 2014;145 (5):934–5.
  • Almagro P, Yun S, Sangil A, Rodríguez-Carballeira M, Marine M, Landete P, Soler-Cataluña JJ, Soriano JB, Miravitlles M. Palliative care and prognosis in COPD: a systematic review with a validation cohort.Int J Chron Obstruct Pulmon Dis. 2017; 12:1005–729.
  • Steyerberg EW. Prognosis Research Strategy (PROGRESS) 3: prognostic model research. PLoS Med. 2013;10(2):e1001381.

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