Skip to main content
Top
Published in: Multidisciplinary Respiratory Medicine 1/2015

Open Access 01-12-2016 | Original research article

The BODECOST Index (BCI): a composite index for assessing the impact of COPD in real life

Authors: Roberto W. Dal Negro, Bartolome R. Celli

Published in: Multidisciplinary Respiratory Medicine | Issue 1/2015

Login to get access

Abstract

Background

Chronic Obstructive Pulmonary Disease (COPD) is a progressive condition which is characterized by a dramatic socio-economic impact.
Several indices were extensively investigated in order to asses the mortality risk in COPD, but the utilization of health care resources was never included in calculations. The aim of this study was to assess the predictive value of annual cost of care on COPD mortality at three years, and to develop a comprehensive index for easy calculation of mortality risk in real life.

Methods

COPD patients were anonymously and automatically selected from the local institutional Data Base. Selection criteria were: COPD diagnosis; both genders; age ≥ 40 years; availability of at least one complete clinical record/year, including history; clinical signs; complete lung function, therapeutic strategy, health BODE index; Charlson Comorbidity Index, and outcomes, collected at the first visit, and over the following 3-years. At the first visit, the health annual cost of care was calculated in each patient for the previous 12 months, and the survival rate was also measured over the following 3 years. The hospitalization and the exacerbation rate were implemented to the BODE index and the novel index thus obtained was called BODECOST index (BCI), ranging from 0 to 10 points. The mean cost for each BCI step was calculated and then compared to the corresponding patients’ survival duration.
Parametrical, non parametrical tests, and linear regression were used; p < 0.05 was accepted as the lower limit of significance.

Results

At the first visit, the selected 275 patients were well matched for all variables by gender. The overall mortality over the 3 year survey was 40.4 % (n = 111/275). When compared to that of BODE index (r = 0.22), the total annual cost of care and the number of exacerbations showed the highest regression value vs the survival time (r = 0.58 and r = 0.44, respectively). BCI score proved strictly proportional to both the cost of care and the survival time in our sample of COPD patients.

Discussion

BCI takes origin from the implementation of the BODE index with the two main components of the annual cost of care, such as the number of hospitalizations and of exacerbations occurring yearly in COPD patients, and their corresponding economic impact. In other words, higher the BCI score, shorter the survival and higher the cost, these trends being strictly linked.

Conclusions

BCI is a novel composite index which helps in predicting the impact of COPD at 3 years in real life, both in terms of patients’ survival and of COPD economic burden.
Literature
2.
go back to reference Mannino DM, Higuchi K, Yu TC, Zhou H, Li Y, Tian H, et al. Economic burden of chronic obstructive pulmonary disease in the presence of comorbidities. Chest. 2015;148:138–50.PubMedCentralCrossRefPubMed Mannino DM, Higuchi K, Yu TC, Zhou H, Li Y, Tian H, et al. Economic burden of chronic obstructive pulmonary disease in the presence of comorbidities. Chest. 2015;148:138–50.PubMedCentralCrossRefPubMed
4.
go back to reference Dal Negro RW, Bonadiman L, Turco P, Tognella S, Iannazzo S. Costs of illness analysis in Italian patients with chronic obstructive pulmonary disease (COPD): an update. Clin Econ Outcomes Res. 2015;7:153–9.CrossRef Dal Negro RW, Bonadiman L, Turco P, Tognella S, Iannazzo S. Costs of illness analysis in Italian patients with chronic obstructive pulmonary disease (COPD): an update. Clin Econ Outcomes Res. 2015;7:153–9.CrossRef
5.
go back to reference Traver GA, Cline MG, Burrows B. Predictors of mortality in chronic obstructive pulmonary disease. A 15-year follow-up study. Am Rev Respir Dis. 1979;119:895–902.PubMed Traver GA, Cline MG, Burrows B. Predictors of mortality in chronic obstructive pulmonary disease. A 15-year follow-up study. Am Rev Respir Dis. 1979;119:895–902.PubMed
6.
go back to reference Celli BR, Cote CG, Marin JM. Casanova C, Montes de Oca M, Mendez RA, et al. The body-mass index, airflow obstruction, dyspnea, and exercise capacity index in chronic obstructive pulmonary disease. N Engl J Med. 2004;350:1005–12.CrossRefPubMed Celli BR, Cote CG, Marin JM. Casanova C, Montes de Oca M, Mendez RA, et al. The body-mass index, airflow obstruction, dyspnea, and exercise capacity index in chronic obstructive pulmonary disease. N Engl J Med. 2004;350:1005–12.CrossRefPubMed
7.
go back to reference Briggs A, Spencer M, Wang H, Mannino D, Sin DD. Development and validation of a prognostic index for health outcomes in chronic obstructive pulmonary disease. Arch Intern Med. 2008;168:71–9.CrossRefPubMed Briggs A, Spencer M, Wang H, Mannino D, Sin DD. Development and validation of a prognostic index for health outcomes in chronic obstructive pulmonary disease. Arch Intern Med. 2008;168:71–9.CrossRefPubMed
8.
go back to reference Halpin DM, Peterson S, Larsson TP, Calverly PM. Identifying COPD patients at increased risk of mortality: predictive value of clinical study baseline data. Respir Med. 2008;102:1615–24.CrossRefPubMed Halpin DM, Peterson S, Larsson TP, Calverly PM. Identifying COPD patients at increased risk of mortality: predictive value of clinical study baseline data. Respir Med. 2008;102:1615–24.CrossRefPubMed
9.
go back to reference Celli BR, Cote CG, Lareau SC, Meek PM. Predictors of survival in COPD: more than just FEV1. Respir Med. 2008;102(Suppl1):S27–35. Celli BR, Cote CG, Lareau SC, Meek PM. Predictors of survival in COPD: more than just FEV1. Respir Med. 2008;102(Suppl1):S27–35.
10.
go back to reference Ko FW, Tam W, Tung AH, Ngai J, Ng SS, Lai K, et al. A longitudinal study of serial BODE indices in predicting mortality and readmissions for COPD. Respir Med. 2011;105:266–73.CrossRefPubMed Ko FW, Tam W, Tung AH, Ngai J, Ng SS, Lai K, et al. A longitudinal study of serial BODE indices in predicting mortality and readmissions for COPD. Respir Med. 2011;105:266–73.CrossRefPubMed
11.
go back to reference Gudmundsson G, Ulrik CS, Gislason T, Lindberg E, Brøndum E, Bakke P, et al. Long-term survival in patients hospitalized for chronic obstructive pulmonary disease: a prospective observational study in the Nordic countries. Int J Chron Obstruct Pulmon Dis. 2012;7:571–6.PubMedCentralPubMed Gudmundsson G, Ulrik CS, Gislason T, Lindberg E, Brøndum E, Bakke P, et al. Long-term survival in patients hospitalized for chronic obstructive pulmonary disease: a prospective observational study in the Nordic countries. Int J Chron Obstruct Pulmon Dis. 2012;7:571–6.PubMedCentralPubMed
12.
go back to reference Boutou AK, Shrikrishna D, Tanner RJ, Smith C, Kelly JL, Ward SP, et al. Lung function indices for predicting mortality in COPD. Eur Respir J. 2013;42:616–25.PubMedCentralCrossRefPubMed Boutou AK, Shrikrishna D, Tanner RJ, Smith C, Kelly JL, Ward SP, et al. Lung function indices for predicting mortality in COPD. Eur Respir J. 2013;42:616–25.PubMedCentralCrossRefPubMed
13.
go back to reference Mortegi T, Jones RC, Ishii T, Hattori K, Kusonoki Y, Furutate R, et al. A comparison of three multidimensional indices of COPD severity as predictors of future exacerbations. Int J Chron Obstruct Pulmon Dis. 2013;8:259–71.CrossRef Mortegi T, Jones RC, Ishii T, Hattori K, Kusonoki Y, Furutate R, et al. A comparison of three multidimensional indices of COPD severity as predictors of future exacerbations. Int J Chron Obstruct Pulmon Dis. 2013;8:259–71.CrossRef
14.
go back to reference Moberg M, Vestbo J, Martinez G, Williams JE, Ladelund S, Lange P, et al. Validation of the i-BODE index as a predictor of hospitalization and mortality in patients with COPD participating in pulmonary rehabilitation. COPD. 2014;11:381–7.CrossRefPubMed Moberg M, Vestbo J, Martinez G, Williams JE, Ladelund S, Lange P, et al. Validation of the i-BODE index as a predictor of hospitalization and mortality in patients with COPD participating in pulmonary rehabilitation. COPD. 2014;11:381–7.CrossRefPubMed
15.
go back to reference Pedone C, Scarlata S, Forastiere F, Bellia V, Antonelli IR. BODE index or geriatric multidimensional assessment for the prediction of very-long-term mortality in elderly patients with chronic obstructive pulmonary disease ? A prospective cohort study. Age Ageing. 2014;43:553–8.CrossRefPubMed Pedone C, Scarlata S, Forastiere F, Bellia V, Antonelli IR. BODE index or geriatric multidimensional assessment for the prediction of very-long-term mortality in elderly patients with chronic obstructive pulmonary disease ? A prospective cohort study. Age Ageing. 2014;43:553–8.CrossRefPubMed
16.
go back to reference Lombolt FK, Laulund AS, Bjarnason NH, Jorgensen HL, Godtfredsen N.S. Meta-analysis of routine blood tests as predictors of mortality in COPD. Eur Clin Respir J. 2014; Jun 5, 1 doi 10.3402/ecrj v1 24110 eCollection 2014 Lombolt FK, Laulund AS, Bjarnason NH, Jorgensen HL, Godtfredsen N.S. Meta-analysis of routine blood tests as predictors of mortality in COPD. Eur Clin Respir J. 2014; Jun 5, 1 doi 10.​3402/​ecrj v1 24110 eCollection 2014
17.
go back to reference Goossens LMA, Leimer I, Metzdorf N, Becker K, Rutten van Molken MPMH. Does the 2013 GOLD classification improve the ability to predict lung function decline, exacerbation and mortality: a post-hoc analysis of the 4-year UPLIFT trial. BMC Pulm Med. 2014; 14:163. doi: 10.1186/1471-2466-14-163. Goossens LMA, Leimer I, Metzdorf N, Becker K, Rutten van Molken MPMH. Does the 2013 GOLD classification improve the ability to predict lung function decline, exacerbation and mortality: a post-hoc analysis of the 4-year UPLIFT trial. BMC Pulm Med. 2014; 14:163. doi: 10.​1186/​1471-2466-14-163.
18.
go back to reference Chen CZ, Ou CY, Yu CH, Yang SC, Chang HY, Hsiue TR. Comparison of global initiative for chronic obstructive pulmonary disease 2013 classification and body mass index, airflow obstruction, dyspnea, and exacerbations index in predicting mortality and exacerbations in elderly adults with chronic obstructive pulmonary disease. J Am Geriatr Soc. 2015;63:244–50.CrossRefPubMed Chen CZ, Ou CY, Yu CH, Yang SC, Chang HY, Hsiue TR. Comparison of global initiative for chronic obstructive pulmonary disease 2013 classification and body mass index, airflow obstruction, dyspnea, and exacerbations index in predicting mortality and exacerbations in elderly adults with chronic obstructive pulmonary disease. J Am Geriatr Soc. 2015;63:244–50.CrossRefPubMed
19.
go back to reference Navarro A, Costa R, Rodriguez-Carballeira M, Yun S, Lapuerte A, Barrera A, et al. Prognostic assessment of mortality and hospitalizations of outpatients with advanced chronic obstructive pulmonary disease. Usefulness of the CODEX index. Rev Clin Esp. 2015;215:431–8.CrossRefPubMed Navarro A, Costa R, Rodriguez-Carballeira M, Yun S, Lapuerte A, Barrera A, et al. Prognostic assessment of mortality and hospitalizations of outpatients with advanced chronic obstructive pulmonary disease. Usefulness of the CODEX index. Rev Clin Esp. 2015;215:431–8.CrossRefPubMed
20.
go back to reference Boole G. Mathematical analysis of logic, being an essay towards a calculus of deductive reasoning. 1847. MacMillan Barclays & MacMillan. Boole G. Mathematical analysis of logic, being an essay towards a calculus of deductive reasoning. 1847. MacMillan Barclays & MacMillan.
21.
go back to reference Siafakas NM, Vermeire P, Pride NB. Optimal assessment and management of chronic obstructive pulmonary disease (COPD). Eur Respir J. 1995;8:1398–420.CrossRefPubMed Siafakas NM, Vermeire P, Pride NB. Optimal assessment and management of chronic obstructive pulmonary disease (COPD). Eur Respir J. 1995;8:1398–420.CrossRefPubMed
22.
go back to reference Pauwels RA, Buist AS, Calverly PM, Jenkins CR, Hurd SS. Global strategy for the diagnosis, management, and prevention of chronic obstructive pulmonary disease: NHLBI/WHO Global initiative for Chronic Obstructive Lung disease (GOLD) Workshop summary. Am J Respir Crit Care Med. 2001;163:1256–76.CrossRefPubMed Pauwels RA, Buist AS, Calverly PM, Jenkins CR, Hurd SS. Global strategy for the diagnosis, management, and prevention of chronic obstructive pulmonary disease: NHLBI/WHO Global initiative for Chronic Obstructive Lung disease (GOLD) Workshop summary. Am J Respir Crit Care Med. 2001;163:1256–76.CrossRefPubMed
23.
go back to reference Nocturnal Oxygen Therapy Trial Group. Continuous or nocturnal oxygen therapy in hypoxemic chronic obstructive pulmonary disease: a clinical trial. Ann Int Med. 1980;93:391–8.CrossRef Nocturnal Oxygen Therapy Trial Group. Continuous or nocturnal oxygen therapy in hypoxemic chronic obstructive pulmonary disease: a clinical trial. Ann Int Med. 1980;93:391–8.CrossRef
24.
go back to reference Gerardi DA, Lovett L, Benoit-Connors ML, Reardon JZ, ZuWallacK RL. Variables related to increased mortality following outpatient pulmonary rehabilitation. Eur Respir J. 1996;9:431–5.CrossRefPubMed Gerardi DA, Lovett L, Benoit-Connors ML, Reardon JZ, ZuWallacK RL. Variables related to increased mortality following outpatient pulmonary rehabilitation. Eur Respir J. 1996;9:431–5.CrossRefPubMed
25.
go back to reference 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;121:1434–40.CrossRefPubMed 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;121:1434–40.CrossRefPubMed
26.
go back to reference Schols AM, Slangen J, Volovics L, Wouters EF. Weight loss is reversible factor in the prognosis of chronic obstructive pulmonary disease. Am J Respir Crit Care Med. 1998;157:1791–7.CrossRefPubMed Schols AM, Slangen J, Volovics L, Wouters EF. Weight loss is reversible factor in the prognosis of chronic obstructive pulmonary disease. Am J Respir Crit Care Med. 1998;157:1791–7.CrossRefPubMed
27.
go back to reference Landbo C, Prescott E, Lange P, Vestbo J, Almdal TP. Prognostic value of nutritional status in chronic obstructive pulmonary disease. Am Rev Respir Crit Care Med. 1999;160:1856–61.CrossRef Landbo C, Prescott E, Lange P, Vestbo J, Almdal TP. Prognostic value of nutritional status in chronic obstructive pulmonary disease. Am Rev Respir Crit Care Med. 1999;160:1856–61.CrossRef
Metadata
Title
The BODECOST Index (BCI): a composite index for assessing the impact of COPD in real life
Authors
Roberto W. Dal Negro
Bartolome R. Celli
Publication date
01-12-2016
Publisher
BioMed Central
Published in
Multidisciplinary Respiratory Medicine / Issue 1/2015
Electronic ISSN: 2049-6958
DOI
https://doi.org/10.1186/s40248-016-0045-4

Other articles of this Issue 1/2015

Multidisciplinary Respiratory Medicine 1/2015 Go to the issue

Reviewer acknowledgement

Reviewer acknowledgement 2015