American Journal of Respiratory and Critical Care Medicine Vol 166. pp. 680-685, (2002)
© 2002 American Thoracic Society
Health-related Quality of Life and Mortality in Male Patients with Chronic Obstructive Pulmonary Disease
Antònia Domingo-Salvany,
Rosa Lamarca,
Montserrat Ferrer,
Judith Garcia-Aymerich,
Jordi Alonso,
Miquel Félez,
Ahmad Khalaf,
Ramon M. Marrades,
Eduard Monsó,
Joan Serra-Batlles and
Josep M. Antó
Health Services Research Unit and Respiratory and Environmental Health Research Unit, Institut Municipal d'Investigació Mèdica (IMIM-IMAS), Barcelona; Servei de Pneumologia, Hospital del Mar-IMAS, Barcelona; Servei de Medicina Interna, Hospital de la Magdalena, Castelló; Servei de Pneumologia, Hospital Clínic i Provincial, Barcelona; Servei de Pneumologia, Hospital Germans Trias i Pujol, Badalona; Servei de Pneumologia, Hospital General de Vic, Barcelona; and Departament de Ciències Experimentals i de la Salut, Universitat Pompeu Fabra, Barcelona, Spain
Correspondence and requests for reprints should be addressed to Antònia Domingo-Salvany, Institut Municipal d'Investigació Mèdica, Dr. Aiguader, 80, E-08003 Barcelona, Spain. E-mail: adomingo{at}imim.es
 |
ABSTRACT
|
|---|
To assess whether generic and specific health-related quality of life (HRQL) are independently associated with total and specific mortality in patients with chronic obstructive pulmonary disease (COPD), we followed until 1999 a cohort of 321 male patients with COPD, recruited in 19931994 at outpatient respiratory clinics. Baseline characteristics recorded under stable clinical conditions included forced spirometry, arterial blood gas tensions, dyspnea scales, 11 comorbid conditions, St. George's Respiratory Questionnaire (SGRQ), and SF-36 Health Survey. Vital status was assessed through reinterviews, the Mortality Register, and clinical records. Subjects who died (106) were older (69.8 versus 62.5 years) (p < 0.001), had lower body mass index (BMI) (25.4 versus 27.1) (p < 0.01), were more impaired in the clinical characteristics studied (%FEV1, 34.0 versus 51.0) (p < 0.001), and had long-term oxygen therapy more frequently (31% versus 7%) (p < 0.001). Survival was shorter when worse HRQL was reported. SGRQ total and SF-36 physical summary scores were independently associated with total and respiratory mortality in Cox models, including age, FEV1, and BMI. The total mortality-standardized hazard ratios for both HRQL measures were 1.3, whereas those for FEV1 were 1.6. HRQL measures provide independent and relevant information on the health status of male patients with COPD. Their use should be considered for a more thorough evaluation and staging of patients with COPD.
Key Words: lung diseases, obstructive COPD health-related quality of life mortality Spain
 |
INTRODUCTION
|
|---|
The use of health-related quality of life (HRQL) measures in chronic obstructive pulmonary disease (COPD) has currently achieved widespread acceptance. Most clinical and therapeutic research on COPD involves the use of different types of HRQL instruments. However, the relationship between HRQL and the physiologic components of the disease as well as its role in the natural course of COPD is not well- understood.
Generic and respiratory-specific HRQL measures have been associated with disease severity among patients with COPD (13) and with their use of resources and rehospitalization rate (4). HRQL measures are probably also important for the survival of these patients. Two generic HRQL measures were associated with the survival of patients with COPD in two clinical trials (5, 6). These associations were independent of other clinical markers of severity, suggesting that deterioration in HRQL is an independent risk factor leading to death. However, the fact that these studies had used only generic measures of HRQL and assessed all-cause mortality did not allow establishing that the reported associations were related directly to COPD. We are aware of only one study that measured both specific HRQL and specific mortality in a trial of pulmonary rehabilitation; this study found no association between HRQL and mortality after adjustment for other relevant variables. Unfortunately the study included a small number of respiratory deaths (26 deaths) (7).
The main objective of this study was to assess the independent contribution of HRQL, through both generic and specific HRQL instruments, to all-cause and cause-specific mortality in patients with COPD after controlling for clinically relevant predictors of mortality.
 |
METHODS
|
|---|
Between April 1993 and July 1994, 321 male patients with COPD were consecutively recruited in outpatient respiratory clinics and reinterviewed from July 1999 to February 2000. Details on the patients' evaluation at entry have been reported elsewhere (2, 8). In short, inclusion criteria at entry were chronic airflow impairment (percentage of FEV1 < 80% and FEV1/FVC < 0.7), with a change in FEV1 less than 200 ml and 15% in the bronchodilator test, and clinical stability in the preceding month. Information was collected by trained nurses on forced spirometry using standard techniques (9), dyspnea (10-point visual analog scale) (10), presence of any of the 11 comorbid conditions, sociodemographic variables (age, social class according to occupation, years of formal education), HRQL (the Spanish versions of St. George's Respiratory Questionnaire [SGRQ]) (11, 12), and SF-36 Health Survey (SF-36) (13, 14). SGRQ contains 50 items that can be divided into three dimensions (symptoms, activity, and impacts), and their scores range from 0 to 100 (worst status). The SF-36, with eight scales, scoring 0 to 100 (best health), can be summarized into two component summary scores: physical (PCS-36) and mental (MCS-36). Arterial blood gas tensions were collected, if available, during the 6 months before enrollment from the patients' medical record.
Vital status was assessed through reinterviews, by linkage with the Mortality Register, and by the review of clinical records. The closing date was November 30, 1999. The underlying causes of death were taken from death certificates at the Mortality Register and coded using the International Classification of Diseases, Ninth Edition (ICD-9). If no death certificate could be accessed (n = 13 patients), additional information was obtained from clinical records and family interviews. The study protocol was approved by the institution's ethical committee, and informed consent was signed by target patients.
Baseline differences of patients according to their vital status at follow-up were tested using the Fisher's exact test for proportions, t test, or MannWhitney U test, as appropriate. To avoid multiple comparisons T2-Hotelling was performed to test the hypothesis that scores of dimensions in SGRQ and those for SF-36 component summaries were different by vital status. When significant differences were observed, post hoc comparisons were performed to ascertain which dimension or component summary contributed to significance. KaplanMeier survival curves and log-rank tests were performed after stratifying by tertiles of baseline HRQL results and COPD stages according to the American Thoracic Society (ATS) (15).
Semiparametric Cox models were used to assess the association between baseline PCS-36 and MCS-36, and SGRQ total scores and survival time. Different analyses were performed by all-causes and by specific causes for the total follow-up period and for 3-year follow-up. This latest analysis was done to overcome the time dilution effect with a variable changing over time. Deaths were classified as due to respiratory causes (ICD-9 codes 460519) or other causes (all other ICD-9 codes).
In the final models, to have all hazard ratios (HR) indicating increase in mortality, we changed the sign of FEV1 and SF-36 scores. To facilitate comparisons, the estimated HR were standardized by multiplying the ß coefficient by the standard deviation of the variable. The analyses were performed using S+ (16), and Egret (17) packages.
Further details are available in the online data supplement.
 |
RESULTS
|
|---|
Three hundred and twelve men (97% of those eligible), with a mean age of 65.0 years (SD 9.7) and a mean percentage of predicted FEV1 of 44.5 (SD 17.8) at baseline contributed a mean follow-up time of 4.8 years (SD 1.8). Vital status at the closing date was ascertained for 303 men (94.4%). Nine persons were alive but were lost to follow-up at some time before the closing date and censored at that time. One hundred and six (33.0%) patients had died by the end of follow-up. Persons lost to follow-up (n = 18) were similar to those followed, although none of the former had long-term oxygen therapy (LTOT) (p = 0.08).
Baseline characteristics of patients according to vital status are shown in Table 1
. Subjects who died during follow-up were older, had a lower body mass index (BMI), were more impaired in all clinical characteristics studied, had LTOT more frequently, and were less likely to be current-smokers. There were no differences according to years of education, social class, or presence of chronic comorbid conditions.
View this table:
[in this window]
[in a new window]
|
TABLE 1. Baseline characteristics of the cohort of patients with chronic obstructive pulmonary disease according to vital status in november 1999
|
|
There were differences in HRQL scores at baseline according to vital status (Table 2)
. Post hoc comparisons showed differences for all SGRQ dimensions, whereas only PCS-36 contributed to the significance in SF-36. It was not possible to compare all SF-36 scales at once due to non-normal distribution of their scores; nonparametric tests yielded statistically significant differences for three scales according to vital status (physical functioning, social functioning, and emotional role).
View this table:
[in this window]
[in a new window]
|
TABLE 2. Mean (standard deviation) of health- related quality of life measures at baseline according to vital status in november 1999
|
|
Forty-eight of 106 deaths corresponded to respiratory causes. The distribution of specific causes of death was as follows: COPD (ICD-9 codes 490496), 38 deaths (35.8%); other respiratory causes (ICD-9 codes 460489, 497519), 10 deaths (9.4%); cardiovascular diseases (ICD-9 codes 390459), 18 deaths (17.0%); lung cancer (ICD-9 code 162), 9 deaths (8.5%); other cancers (ICD-9 codes 140239, except 162), 13 deaths (12.3%); all other causes, 12 deaths (11.3%); unknown, 6 deaths.
Mortality was closely related to FEV1 (p < 0.001). According to the KaplanMeier survival curves (Figure 1)
, after 4 years of follow-up, those with severe COPD (ATS stage III) showed a 60% survival (95% confidence interval [CI]: 5170%), those in stage II 73% (95% CI: 6384%), and those with mild COPD (stage I) 89% (95% CI: 8495%). In relation to HRQL, survival was shorter in those patients with worse HRQL scores, differences between tertiles being statistically significant for SGRQ total score (log-rank test, p < 0.001) (Figure 2)
and marginally significant for PCS-36 (p = 0.053) (Figure 3)
. For MCS-36, differences in survival were small and nonsignificant.

View larger version (17K):
[in this window]
[in a new window]
|
Figure 3. KaplanMeier survival curves according to tertiles of the physical component summary score of SF-36 (PCS-36).
|
|
Both SGRQ total and PCS-36 scores were independently associated with mortality after adjustment for age, FEV1, and BMI (Table 3) . Similar results were obtained using postbronchodilator FEV1 instead of basal FEV1. None of the remaining variables, including dyspnea, cough, education, and chronic conditions were associated with mortality in the multivariate model. In the final adjusted model, a worsening of 1 SD in either the SGRQ total or PCS-36 scores was associated with a 30% increase in total mortality, whereas the corresponding increase for 1 SD of change in FEV1 was about 60%. Similar results for both SGRQ and PCS-36 were obtained when only mortality due to respiratory diseases was considered, but the association between SGRQ total score and mortality was of marginal significance. In contrast, the association between FEV1 and respiratory mortality almost doubled. Neither HRQL nor FEV1 was associated with nonrespiratory mortality (Table 3). MCS-36 scores did not show statistical association with mortality in the multivariate analysis.
View this table:
[in this window]
[in a new window]
|
TABLE 3. Adjusted association (cox models) between baseline health-related quality of life and complete follow-up (mean: 4.8 years) mortality by different mortality events
|
|
An analysis was conducted in a subsample of 213 patients with COPD for whom PaO2 information was available. Previous models with SGRQ and PCS-36 were expanded with PaO2, and both total SGRQ and PCS-36 remained significantly associated with all-cause and respiratory mortality, whereas PaO2 (HR for all-cause mortality = 0.98 [95%CI: 0.960.997] and HR for respiratory mortality = 0.96 [95%CI: 0.940.99]) captured a significant portion of the FEV1-explained variability.
To determine if the association between baseline HRQL and mortality was stronger at an earlier time point, a subsequent model was restricted to 3-year follow-up data. This period included 61 deaths, of which 31 were due to respiratory diseases. The association between HRQL measures and 3-year all-cause and respiratory mortality increased for both SGRQ total (HR for 1 SD = 1.61 and 1.92, respectively) and PCS-36 (HR for 1 SD = 1.46 and 1.62, respectively) scores, whereas the corresponding associations for FEV1 remained similar for all-cause mortality (HR for 1 SD = 1.591.72) and decreased slightly for respiratory mortality (HR for 1 SD = 1.731.90). All HR, except FEV1, in the model assessing the association between respiratory mortality and SGRQ were statistically significant (Table 4)
. Neither the HRQL scores nor the covariates showed any statistical association with nonrespiratory causes of mortality.
View this table:
[in this window]
[in a new window]
|
TABLE 4. Adjusted cox models between baseline health-related quality of life and 3-YEAR total and respiratory mortality
|
|
 |
DISCUSSION
|
|---|
To our knowledge this is the first study reporting that both generic and specific baseline HRQL scores are independently associated with both all-cause and respiratory mortality of patients with COPD after adjustment for other relevant clinical and physiopathologic variables. These results provide further support to the notion that health status, as perceived by the patient, is associated with the natural course of COPD, independent of the biologic variables.
General HRQL measures have been previously reported as being independently associated with all-cause mortality in patients with COPD (5, 6). In contrast, no relationship between specific HRQL and respiratory mortality was found by Gerardi and coworkers (7) in a cohort mainly including patients with COPD. Because this latter study was the only one that included specific measures for both HRQL and cause of death, its results could be taken as indicating that the previously reported positive associations between HRQL and total mortality were not directly relevant to the COPD disease itself. However, the study included a small number of respiratory deaths (26), and the cohort was composed of patients with COPD (87%) and patients without COPD who were followed for a period of up to 5 years after a rehabilitation program.
Our results provide a different picture by showing that HRQL scores, both generic and respiratory-specific, were consistently associated with mortality. This association was stronger with respiratory than with nonrespiratory mortality, suggesting that this relationship is specific. According to our results, every four points increase in the SGRQ total score, a figure that has been suggested as clinically relevant (11), is associated with an increased risk of global mortality of 5.1% (95% CI: 0.979.4%). Moreover, at 3-year follow-up the increase in risk for respiratory mortality associated with an addition of four points in the SGRQ was 12.9% (95% CI: 4.522%). Thus, our findings substantiate the claim that a four-point increase should be considered as clinically relevant. These results suggest that, similar to what is done with FEV1 (the strongest predictor of mortality in patients with COPD, also in our study), HRQL scores should be used for staging and monitoring patients with COPD.
It is important to note that the mental component summary score of SF-36 (MCS-36) was not associated with mortality, whereas some of the scales reflecting mental health (emotional role, social functioning) did show a statistically significant association in the univariate analysis. This observation further contributes to the debate about the way in which SF-36 component summary scores were constructed (18) and highlights the need to take both the summary component and the scale scores into account when assessing mental health status.
The independence of the HRQL association with mortality found in the present study is based on the wide range of variables included in the adjusted model. Only BMI and FEV1 were retained in the final Cox models, but other relevant variables like dyspnea, cough, and sputum were also tested. Although PaO2 could only be analyzed in a subsample of 213 patients with COPD, for these subjects in the model expanded with PaO2, both total SGRQ and PCS-36 remained significantly associated with all-cause and respiratory mortality. Thus, in no case was the association between HRQL and mortality accounted for by any of these other explored variables. As in a previous study assessing treatment compliance (19), the administration of LTOT in our cohort was associated with mortality, but we did not include it in the multivariate model. Because there is strong evidence, based on randomized controlled trials, that LTOT increases survival in patients with COPD (20), the most likely explanation for its association with mortality is that LTOT behaves as a marker of severity, which in our study was already controlled for by FEV1.
In accordance with what was expected, HRQL measures, both generic and specific, were more strongly associated with all-cause and respiratory mortality with a shorter length of follow-up (3 years). However, no major change was observed in FEV1 HR, probably supporting the survivor bias effect reported by Anthonisen and coworkers (5). The problem with a shorter follow-up period is the smaller number of events (deaths) observed, which may lead to a decrease in statistical power.
It may be speculated that some other factors not included in our models could explain the independent effect of HRQL, the response in a timed walking test being one of these variables. In fact, the response to the 12-minute walking test after a rehabilitation program was the most powerful predictor of death in the study reported by Gerardi and coworkers (7). As a consequence, we cannot elucidate whether the difference between the results of this study and our own is a consequence of the absence of a walking test in our model. An alternative reasoning is that both specific HRQL and walking distance are part of the same construct, as was suggested in a factor analysis of the study of Wegner and coworkers (21) in a sample of patients with COPD. Supporting this idea would be the fact that, when SGRQ total score was substituted by its three dimension scores in the final models for all-cause and respiratory mortality, only the HR for activity showed a CI not including unity, both at complete and 3-year follow-up. In a recent study by Engström and coworkers (22) the SGRQ activity score was most strongly associated with FEV1.
Comorbidity is also a relevant potential confounder in this type of study because it may be associated with both HRQL and mortality. We have previously reported (2) that comorbidity may modify the specific HRQL in patients with COPD. Antonelli and coworkers (23) showed that comorbidities like chronic renal failure or electrocardiogram signs of myocardial ischemia were associated with mortality in patients with COPD. In our data there was no relationship between comorbidity and mortality, and although we used a standard list to assess self-reported chronic conditions, it may not have been specific enough to include the type of severe comorbidity studied by Antonelli and coworkers.
Several other characteristics of the present study deserve attention because they may have limited the validity of our results. First, it is important to note that we studied a cohort consisting of only male patients with COPD. Women were not included because in our country the proportion of women with COPD treated at the outpatient clinics where the cohort was recruited was very low, reflecting a relatively late beginning of smoking among women. A recent study of COPD admissions, in the same hospitals where our cohort was recruited, showed that only 8% of patients with COPD admissions were women (24). The experiences of men and women suffering from COPD and asthma seem to be different, with women reporting a worse HRQL than that of men (4, 25). On the other hand, although sex was not found to be associated with mortality in any of the previous studies referred to previously (57), the relationship between HRQL and mortality could be different for women, and a replication of the present study in a cohort involving both sexes is needed. Second, in prognostic studies it has been recommended that a representative and a well-defined sample of patients at a similar point in the course of the disease be included (26). In our study we achieved a wide spectrum of disease severity through a systematic recruitment of patients diagnosed with the disease. The adjustment by age and FEV1 should have partially accounted for the effect of disease duration. Furthermore, a restricted model including only the patients with COPD at ATS stages II and III yielded almost identical HR for both the SGRQ total and the PCS-36 score. Third, another potential limitation is the validity of the cause of death in death certificates, as previously pointed out by other authors (27). The Catalan Register of Mortality is managed following standards of quality (28). Unfortunately, no data are available about the validity of certificates of death caused by COPD. A high percentage of deaths in our study was due to COPD; however, this cause was probably underestimated because multiple causes of death were not taken into account (29). Finally, it may be argued that baseline predictors were taken over a long period of time, without taking into account changes occurring during follow-up. Nevertheless, it was reassuring that our results in a model truncated at 3 years of follow-up provided consistent results, with even larger coefficients for HRQL.
In summary, our results have shown that HRQL, both generic and specific, are independent risk factors of respiratory and all-causes mortality. This is evidence that HRQL is a valid measure of disease activity in patients with COPD not shown by studied variables. Up to now, FEV1 has been considered the cornerstone measure to gauge patients with COPD. Our results highlight the importance of HRQL in the evaluation of the severity of the disease in patients with COPD and support the view that HRQL should be considered, in addition to lung function, to more properly assess patients with COPD.
 |
Acknowledgments
|
|---|
The authors thank M. Carmen Aguar, Joan M. Broquetas, José A. Fiz, Josep Izquierdo, Josep Morera, Vicente Plaza, and Josep Roca for establishing the cohort and launching the study; Sandra Alonso, Joan Casadevall, Carme Leon, Eulàlia Pujol, Núria Soler, and Santiago Solsona for their help with data collection; the Registre de Mortalitat de Catalunya (Departament de Sanitat i Seguretat Social) for providing the information on mortality data; Jordi Sunyer for comments on previous versions; and Dave Macfarlane for the English revision.
 |
FOOTNOTES
|
|---|
This work was partially supported by grants FIS 99/0690 and CIRIT 1999SGR00240.
This article has an online data supplement, which is accessible from this issue's table of contents online at www.atsjournals.org
Received in original form December 13, 2001;
accepted in final form May 22, 2002
 |
REFERENCES
|
|---|
- Engström CP, Persson LO, Larsson S, Ryden A, Sullivan M. Functional status and well being in chronic obstructive pulmonary disease with regard to clinical parameters and smoking: a descriptive and comparative study. Thorax 1996;51:825830.[Abstract/Free Full Text]
- Ferrer M, Alonso J, Morera J, Marrades R, Khalaf A, Aguar MC, Plaza V, Prieto L, Anto JM, Marrades RM. Chronic obstructive pulmonary disease stage and health-related quality of life: the quality of life of chronic obstructive pulmonary disease study group. Ann Intern Med 1997;127:10721079.[Abstract/Free Full Text]
- Kauffmann F, Annesi I, Chwalow J. Validity of subjective assessment of changes in respiratory health status: a 30 year epidemiological study of workers in Paris. Eur Respir J 1997;10:25082514.[Abstract]
- Osman LM, Godden DJ, Friend JA, Legge JS, Douglas JG. Quality of life and hospital re-admission in patients with chronic obstructive pulmonary disease. Thorax 1997;52:6771.[Abstract/Free Full Text]
- Anthonisen NR, Wright EC, Hodgkin JE. Prognosis in chronic obstructive pulmonary disease. Am Rev Respir Dis 1986;133:1420.[Medline]
- Ries AL, Kaplan RM, Limberg TM, Prewitt LM. Effects of pulmonary rehabilitation on physiologic and psychosocial outcomes in patients with chronic obstructive pulmonary disease. Ann Intern Med 1995;122: 823832.[Abstract/Free Full Text]
- Gerardi DA, Lovett L, Benoit-Connors ML, Reardon JZ, ZuWallack RL. Variables related to increased mortality following out-patient pulmonary rehabilitation. Eur Respir J 1996;9:431435.[Abstract]
- Prieto L, Alonso J, Ferrer M, Anto JM. Are results of the SF-36 Health Survey and the Nottingham Health Profile similar?: a comparison in COPD patients. J Clin Epidemiol 1997;50:463473.[CrossRef][Medline]
- Grupo de Trabajo de la SEPAR para la práctica de la espirometría en clínica. Normativa para la Espirometría Forzada. Barcelona: Editorial Doyma; 1985.
- Mahler DA. Dyspnea: diagnosis and management. Clin Chest Med 1987; 8:215230.[Medline]
- Jones PW, Quirk FH, Baveystock CM. The St George's Respiratory Questionnaire. Respir Med 1991;85:2531.[CrossRef][Medline]
- Ferrer M, Alonso J, Prieto L, Plaza V, Monso E, Marrades R, Aguar MC, Khalaf A, Anto JM. Validity and reliability of the St George's Respiratory Questionnaire after adaptation to a different language and culture: the Spanish example. Eur Respir J 1996;9:11601166.[Abstract]
- Ware JE Jr, Snow KK, Kosinski M, Gandek B. SF-36 health survey: manual and interpretation guide. Boston: The Health Institute; 1993
- Alonso J, Prieto L, Anto JM. La versión española del "SF-36 Health Survey" (Cuestionario de Salud SF-36): un instrumento para la medida de los resultados clínicos. Med Clin (Barc) 1995;104:771776.
- American Thoracic Society. Lung function testing: selection of reference values and interpretative strategies. Am Rev Respir Dis 1991;144:12021218.[Medline]
- Data Analysis Products Division. S-PLUS 2000 guide to statistics, Vol. 2. Seattle, WA: Maths Soft; 1999. p. 217233.
- EGRET. Statistics package. Cambridge, MA: Cytel Software Corporation; 1991.
- Simon GE, Revicki DA, Grothaus L, VonKorff M. SF-36 summary scores: are physical and mental health truly distinct? Med Care 1998; 36:567572.[CrossRef][Medline]
- Piccioni P, Caria E, Bignamini E, Forconi G, Nebiolo F, Arossa W, Bugiani M. Predictors of survival in a group of patients with chronic airflow obstruction. J Clin Epidemiol 1998;51:547555.[CrossRef][Medline]
- Nocturnal Oxygen Therapy Trial Group. Continuous or nocturnal oxygen therapy in hypoxemic chronic obstructive lung disease. Ann Intern Med 1980;93:391398.[CrossRef][Medline]
- Wegner RE, Jorres RA, Kirsten DK, Magnussen H. Factor analysis of exercise capacity, dyspnoea ratings and lung function in patients with severe COPD. Eur Respir J 1994;7:725729.[Abstract]
- Engström CP, Persson LO, Larsson S, Sullivan M. Health-related quality of life in COPD: why both disease-specific and generic measures should be used. Eur Respir J 2001;18:6976.[Abstract/Free Full Text]
- Antonelli Incalzi R, Fuso L, De Rosa M, Forastiere F, Rapiti E, Nardecchia B, Pistelli R. Co-morbidity contributes to predict mortality of patients with chronic obstructive pulmonary disease. Eur Respir J 1997;10:27942800.[Abstract]
- Garcia-Aymerich J, Barreiro E, Farrero E, Marrades RM, Morera J, Anto JM. Patients hospitalized for COPD have a high prevalence of modifiable risk factors for exacerbation (EFRAM study). Eur Respir J 2000;16:10371042.[Abstract]
- Osborne ML, Vollmer WM, Linton KL, Buist AS. Characteristics of patients with asthma within a large HMO: a comparison by age and gender. Am J Respir Crit Care Med 1998;157:123128.[Medline]
- Laupacis A, Wells G, Richardson WS, Tugwell P. Users' guides to the medical literature V: how to use an article about prognosis. JAMA 1994;272:234237.[Abstract/Free Full Text]
- Smyth ET, Wright SC, Evans AE, Sinnamon DG, MacMahon J. Death from airways obstruction: accuracy of certification in Northern Ireland. Thorax 1996;51:293297.[Abstract/Free Full Text]
- Departament de Sanitat i Seguretat Social. Direcció General de Recursos Sanitaris. Anàlisi de la Mortalitat a Catalunya 1992. Generalitat de Catalunya; 1995.
- Mannino DM, Brown C, Giovino GA. Obstructive lung disease deaths in the United States from 1979 through 1993: an analysis using multiple-cause mortality data. Am J Respir Crit Care Med 1997;156:814818.[Abstract/Free Full Text]
- Nagelkerke NJ. A note on a general definition of the coefficient of determination. Biometrika 1991;78:691692.[Abstract/Free Full Text]
This article has been cited by other articles:

|
 |

|
 |
 
B. Celli, M. Decramer, S. Kesten, D. Liu, S. Mehra, D. P. Tashkin, and on behalf of the UPLIFT Study Investigators
Mortality in the 4-Year Trial of Tiotropium (UPLIFT) in Patients with Chronic Obstructive Pulmonary Disease
Am. J. Respir. Crit. Care Med.,
November 15, 2009;
180(10):
948 - 955.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
F. Laghi, N. Adiguzel, and M. J. Tobin
Endocrinological derangements in COPD
Eur. Respir. J.,
October 1, 2009;
34(4):
975 - 996.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
M Miravitlles, J B Soriano, F Garcia-Rio, L Munoz, E Duran-Tauleria, G Sanchez, V Sobradillo, and J Ancochea
Prevalence of COPD in Spain: impact of undiagnosed COPD on quality of life and daily life activities
Thorax,
October 1, 2009;
64(10):
863 - 868.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
R. Benzo, M. H. Farrell, C.-C. H. Chang, F. J. Martinez, R. Kaplan, J. Reilly, G. Criner, R. Wise, B. Make, J. Luketich, et al.
Integrating Health Status and Survival Data: The Palliative Effect of Lung Volume Reduction Surgery
Am. J. Respir. Crit. Care Med.,
August 1, 2009;
180(3):
239 - 246.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
C. Jenkins and R. Rodriguez-Roisin
Quality of life, stage severity and COPD
Eur. Respir. J.,
May 1, 2009;
33(5):
953 - 955.
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
J. N. de Voogd, J. B. Wempe, G. H. Koeter, K. Postema, E. van Sonderen, A. V. Ranchor, J. C. Coyne, and R. Sanderman
Depressive Symptoms as Predictors of Mortality in Patients With COPD
Chest,
March 1, 2009;
135(3):
619 - 625.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
J. Vestbo, W. Anderson, H. O. Coxson, C. Crim, F. Dawber, L. Edwards, G. Hagan, K. Knobil, D. A. Lomas, W. MacNee, et al.
Evaluation of COPD Longitudinally to Identify Predictive Surrogate End-points (ECLIPSE)
Eur. Respir. J.,
April 1, 2008;
31(4):
869 - 873.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
M. Miravitlles, J. Molina, K. Naberan, J. M. Cots, F. Ros, and C. Llor
Factors determining the quality of life of patients with COPD in primary care
Therapeutic Advances in Respiratory Disease,
December 1, 2007;
1(2):
85 - 92.
[Abstract]
[PDF]
|
 |
|

|
 |

|
 |
 
J. G. Pasipanodya, T. L. Miller, M. Vecino, G. Munguia, S. Bae, G. Drewyer, and S. E. Weis
Using the St. George Respiratory Questionnaire To Ascertain Health Quality in Persons With Treated Pulmonary Tuberculosis
Chest,
November 1, 2007;
132(5):
1591 - 1598.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
H. Makita, Y. Nasuhara, K. Nagai, Y. Ito, M. Hasegawa, T. Betsuyaku, Y. Onodera, N. Hizawa, M. Nishimura, and the Hokkaido COPD Cohort Study Group
Characterisation of phenotypes based on severity of emphysema in chronic obstructive pulmonary disease
Thorax,
November 1, 2007;
62(11):
932 - 937.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
M. S. Azarisman, M. A. Fauzi, M. P. A. Faizal, Z. Azami, A. M. Roslina, and H. Roslan
The SAFE (SGRQ score, air-flow limitation and exercise tolerance) Index: a new composite score for the stratification of severity in chronic obstructive pulmonary disease
Postgrad. Med. J.,
July 1, 2007;
83(981):
492 - 497.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
T.-P. Ng, M. Niti, W.-C. Tan, Z. Cao, K.-C. Ong, and P. Eng
Depressive Symptoms and Chronic Obstructive Pulmonary Disease: Effect on Mortality, Hospital Readmission, Symptom Burden, Functional Status, and Quality of Life
Arch Intern Med,
January 8, 2007;
167(1):
60 - 67.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
D. D. Sin, N. R. Anthonisen, J. B. Soriano, and A. G. Agusti
Mortality in COPD: role of comorbidities
Eur. Respir. J.,
December 1, 2006;
28(6):
1245 - 1257.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
A.-I. Raffaele, C. Andrea, P. Claudio, T. Luigi, A. Domenico, S. Aldo, I. Orsola, and R. Franco
Drawing Impairment Predicts Mortality in Severe COPD
Chest,
December 1, 2006;
130(6):
1687 - 1694.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
C. Esteban, J.M. Quintana, M. Aburto, J. Moraza, and A. Capelastegui
A simple score for assessing stable chronic obstructive pulmonary disease
QJM,
November 1, 2006;
99(11):
751 - 759.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
A. Casas, T. Troosters, J. Garcia-Aymerich, J. Roca, C. Hernandez, A. Alonso, F. del Pozo, P. de Toledo, J. M. Anto, R. Rodriguez-Roisin, et al.
Integrated care prevents hospitalisations for exacerbations in COPD patients
Eur. Respir. J.,
July 1, 2006;
28(1):
123 - 130.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
F. J. Martinez, G. Foster, J. L. Curtis, G. Criner, G. Weinmann, A. Fishman, M. M. DeCamp, J. Benditt, F. Sciurba, B. Make, et al.
Predictors of Mortality in Patients with Emphysema and Severe Airflow Obstruction
Am. J. Respir. Crit. Care Med.,
June 15, 2006;
173(12):
1326 - 1334.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
N. K. Leidy
Evolving Concepts in the Measurement of Treatment Effects
Proceedings of the ATS,
May 1, 2006;
3(3):
212 - 217.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
J. P. de Torres, E. Cordoba-Lanus, C. Lopez-Aguilar, M. Muros de Fuentes, A. Montejo de Garcini, A. Aguirre-Jaime, B. R. Celli, and C. Casanova
C-reactive protein levels and clinically important predictive outcomes in stable COPD patients
Eur. Respir. J.,
May 1, 2006;
27(5):
902 - 907.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
P. W. Jones and A. G. N. Agusti
Outcomes and markers in the assessment of chronic obstructive pulmonary disease.
Eur. Respir. J.,
April 1, 2006;
27(4):
822 - 832.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
A. Ramirez-Venegas, R. H. Sansores, R. Perez-Padilla, J. Regalado, A. Velazquez, C. Sanchez, and M. E. Mayar
Survival of Patients with Chronic Obstructive Pulmonary Disease Due to Biomass Smoke and Tobacco
Am. J. Respir. Crit. Care Med.,
February 15, 2006;
173(4):
393 - 397.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
D D Sin, L Wu, J A Anderson, N R Anthonisen, A S Buist, P S Burge, P M Calverley, J E Connett, B Lindmark, R A Pauwels, et al.
Inhaled corticosteroids and mortality in chronic obstructive pulmonary disease
Thorax,
December 1, 2005;
60(12):
992 - 997.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
N. J. Gross
Chronic Obstructive Pulmonary Disease Outcome Measurements: What's Important? What's Useful?
Proceedings of the ATS,
November 1, 2005;
2(4):
267 - 271.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
J J Soler-Cataluna, M A Martinez-Garcia, P Roman Sanchez, E Salcedo, M Navarro, and R Ochando
Severe acute exacerbations and mortality in patients with chronic obstructive pulmonary disease
Thorax,
November 1, 2005;
60(11):
925 - 931.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
J. P. de Torres, C. Casanova, C. Hernandez, J. Abreu, A. Aguirre-Jaime, and B. R. Celli
Gender and COPD in Patients Attending a Pulmonary Clinic
Chest,
October 1, 2005;
128(4):
2012 - 2016.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
G. Xie, Y. Li, P. Shi, B. Zhou, P. Zhang, and Y. Wu
Baseline Pulmonary Function and Quality of Life 9 Years Later in a Middle-Aged Chinese Population
Chest,
October 1, 2005;
128(4):
2448 - 2457.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
T. Troosters, R. Casaburi, R. Gosselink, and M. Decramer
Pulmonary Rehabilitation in Chronic Obstructive Pulmonary Disease
Am. J. Respir. Crit. Care Med.,
July 1, 2005;
172(1):
19 - 38.
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
M. Alvarez-Mon, M. Miravitlles, J. Morera, L. Callol, and J. L. Alvarez-Sala
Treatment With the Immunomodulator AM3 Improves the Health-Related Quality of Life of Patients With COPD
Chest,
April 1, 2005;
127(4):
1212 - 1218.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
M Decramer, R Gosselink, M Rutten-Van Molken, J Buffels, O Van Schayck, P-A Gevenois, R Pellegrino, E Derom, and W De Backer
Assessment of progression of COPD: report of a workshop held in Leuven, 11-12 March 2004
Thorax,
April 1, 2005;
60(4):
335 - 342.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
F. Laghi, A. Antonescu-Turcu, E. Collins, J. Segal, D. E. Tobin, A. Jubran, and M. J. Tobin
Hypogonadism in Men with Chronic Obstructive Pulmonary Disease: Prevalence and Quality of Life
Am. J. Respir. Crit. Care Med.,
April 1, 2005;
171(7):
728 - 733.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
C. Casanova, C. Cote, J. P. de Torres, A. Aguirre-Jaime, J. M. Marin, V. Pinto-Plata, and B. R. Celli
Inspiratory-to-Total Lung Capacity Ratio Predicts Mortality in Patients with Chronic Obstructive Pulmonary Disease
Am. J. Respir. Crit. Care Med.,
March 15, 2005;
171(6):
591 - 597.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
P. W. Jones
Clinical Effects of Inhaled Corticosteroids in Chronic Obstructive Pulmonary Disease
Proceedings of the ATS,
November 1, 2004;
1(3):
167 - 170.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
S. M. Frayne, M. R. Seaver, S. Loveland, C. L. Christiansen, A. Spiro III, V. A. Parker, and K. M. Skinner
Burden of Medical Illness in Women With Depression and Posttraumatic Stress Disorder
Arch Intern Med,
June 28, 2004;
164(12):
1306 - 1312.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
S. Spencer, P.M.A. Calverley, P.S. Burge, and P.W. Jones
Impact of preventing exacerbations on deterioration of health status in COPD
Eur. Respir. J.,
May 1, 2004;
23(5):
698 - 702.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
P. M. A. Calverley
Reducing the Frequency and Severity of Exacerbations of Chronic Obstructive Pulmonary Disease
Proceedings of the ATS,
April 1, 2004;
1(2):
121 - 124.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
B. R. Celli, C. G. Cote, J. M. Marin, C. Casanova, M. Montes de Oca, R. A. Mendez, V. Pinto Plata, and H. J. Cabral
The Body-Mass Index, Airflow Obstruction, Dyspnea, and Exercise Capacity Index in Chronic Obstructive Pulmonary Disease
N. Engl. J. Med.,
March 4, 2004;
350(10):
1005 - 1012.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
S. Kim, C. L. Emerman, R. K. Cydulka, B. H. Rowe, S. Clark, and C. A. Camargo
Prospective Multicenter Study of Relapse Following Emergency Department Treatment of COPD Exacerbation
Chest,
February 1, 2004;
125(2):
473 - 481.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
P A Dawkins, L J Dowson, P J Guest, and R A Stockley
Predictors of mortality in {alpha}1-antitrypsin deficiency
Thorax,
December 1, 2003;
58(12):
1020 - 1026.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
P.M.A. Calverley
Respiratory failure in chronic obstructive pulmonary disease
Eur. Respir. J.,
November 16, 2003;
22(47_suppl):
26s - 30s.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
A.R. Glanville and M. Estenne
Indications, patient selection and timing of referral for lung transplantation
Eur. Respir. J.,
November 1, 2003;
22(5):
845 - 852.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
I. F. Oey, M. D.L. Morgan, S. J. Singh, T. J. Spyt, and D. A. Waller
The long-term health status improvements seen after lung volume reduction surgery
Eur. J. Cardiothorac. Surg.,
October 1, 2003;
24(4):
614 - 619.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
T. Oga, K. Nishimura, M. Tsukino, S. Sato, and T. Hajiro
Analysis of the Factors Related to Mortality in Chronic Obstructive Pulmonary Disease: Role of Exercise Capacity and Health Status
Am. J. Respir. Crit. Care Med.,
February 15, 2003;
167(4):
544 - 549.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
M. J. Tobin
Chronic Obstructive Pulmonary Disease, Pollution, Pulmonary Vascular Disease, Transplantation, Pleural Disease, and Lung Cancer in AJRCCM 2002
Am. J. Respir. Crit. Care Med.,
February 1, 2003;
167(3):
356 - 370.
[Full Text]
[PDF]
|
 |
|
Copyright © 2002 American Thoracic Society
|