Identification of five clusters of comorbidities in a longitudinal Japanese chronic obstructive pulmonary disease cohort

被引:32
作者
Chubachi, Shotaro [1 ]
Sato, Minako [1 ]
Kameyama, Naofumi [1 ]
Tsutsumi, Akihiro [1 ]
Sasaki, Mamoru [1 ]
Tateno, Hiroki [1 ]
Nakamura, Hidetoshi [1 ,2 ]
Asano, Koichiro [3 ]
Betsuyaku, Tomoko [1 ]
机构
[1] Keio Univ, Sch Med, Dept Med, Div Pulm Med, Tokyo 160, Japan
[2] Saitama Med Univ, Dept Resp Med, Saitama, Japan
[3] Tokai Univ, Dept Med, Div Pulm Med, Hiratsuka, Kanagawa 25912, Japan
关键词
Chronic obstructive pulmonary disease; Comorbidity; Cluster analysis; Phenotype; Quality of life; COPD ASSESSMENT TEST; QUALITY-OF-LIFE; BODY-MASS INDEX; MORTALITY; HEALTH; SMOKING; RISK; HOSPITALIZATIONS; INTERVENTION; VALIDATION;
D O I
10.1016/j.rmed.2016.07.002
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background and objectives: Patients with chronic obstructive pulmonary disease (COPD) frequently suffer from various comorbidities. Recently, cluster analysis has been proposed to examine the phenotypic heterogeneity in COPD. In order to comprehensively understand the comorbidities of COPD in Japan, we conducted multicenter, longitudinal cohort study, called the Keio COPD Comorbidity Research (K-CCR). In this cohort, comorbid diagnoses were established by both objective examination and review of clinical records, in addition to self-report. We aimed to investigate the clustering of nineteen clinically relevant comorbidities and the meaningful outcomes of the clusters over a two-year follow-up period. Material and Methods: The present study analyzed data from COPD patients whose data of comorbidities were completed (n = 311). Cluster analysis was performed using Ward's minimum-variance method. Results: Five comorbidity clusters were identified: less comorbidity; malignancy; metabolic and cardiovascular; gastroesophageal reflux disease (GERD) and psychological; and underweight and anemic. FEV1 did not differ among the clusters. GERD and psychological cluster had worse COPD assessment test (CAT) and Saint George's respiratory questionnaire (SGRQ) at baseline compared to the other clusters (CAT: p = 0.0003 and SGRQ: p = 0.00046). The rate of change in these scores did not differ within 2 years. The underweight and anemic cluster included subjects with lower baseline ratio of predicted diffusing capacity (DLco/VA) compared to the malignancy cluster (p = 0.036). Conclusions: Five clusters of comorbidities were identified in Japanese COPD patients. The clinical characteristics and health-related quality of life were different among these clusters during a follow-up of two years. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:272 / 279
页数:8
相关论文
共 44 条
[1]   Impact of Cigarette Smoking on Cancer Risk in the European Prospective Investigation into Cancer and Nutrition Study [J].
Agudo, Antonio ;
Bonet, Catalina ;
Travier, Noemie ;
Gonzalez, Carlos A. ;
Vineis, Paolo ;
Bueno-de-Mesquita, H. Bas ;
Trichopoulos, Dimitrios ;
Boffetta, Paolo ;
Clavel-Chapelon, Francoise ;
Boutron-Ruault, Marie-Christine ;
Kaaks, Rudolf ;
Lukanova, Annekatrin ;
Schuetze, Madlen ;
Boeing, Heiner ;
Tjonneland, Anne ;
Halkjaer, Jytte ;
Overvad, Kim ;
Dahm, Christina C. ;
Ramon Quiros, J. ;
Sanchez, Maria-Jose ;
Larranaga, Nerea ;
Navarro, Carmen ;
Ardanaz, Eva ;
Khaw, Kay-Tee ;
Wareham, Nicholas J. ;
Key, Timothy J. ;
Allen, Naomi E. ;
Trichopoulou, Antonia ;
Lagiou, Pagona ;
Palli, Domenico ;
Sieri, Sabina ;
Tumino, Rosario ;
Panico, Salvatore ;
Boshuizen, Hendriek ;
Buchner, Frederike L. ;
Peeters, Petra H. M. ;
Borgquist, Signe ;
Almquist, Martin ;
Hallmans, Goran ;
Johansson, Ingegerd ;
Gram, Inger T. ;
Lund, Eiliv ;
Weiderpass, Elisabete ;
Romieu, Isabelle ;
Riboli, Elio .
JOURNAL OF CLINICAL ONCOLOGY, 2012, 30 (36) :4550-4557
[2]  
[Anonymous], 2003, World Health Organ Tech Rep Ser, V921, P1
[3]  
[Anonymous], 1968, WHO TECH REP SER, V401, P1
[4]  
[Anonymous], 2002, HIERARCHICAL LINEAR
[5]   Hospitalizations and mortality in the Lung Health Study [J].
Anthonisen, NR ;
Connett, JE ;
Enright, PL ;
Manfreda, J .
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2002, 166 (03) :333-339
[6]   The effects of a smoking cessation intervention on 14.5-year mortality - A randomized clinical trial [J].
Anthonisen, NR ;
Skeans, MA ;
Wise, RA ;
Manfreda, J ;
Kanner, RE ;
Connett, JE .
ANNALS OF INTERNAL MEDICINE, 2005, 142 (04) :233-239
[7]   Systemic manifestations and comorbidities of COPD [J].
Barnes, P. J. ;
Celli, B. R. .
EUROPEAN RESPIRATORY JOURNAL, 2009, 33 (05) :1165-1185
[8]   Associated loss of fat-free mass and bone mineral density in chronic obstructive pulmonary disease [J].
Bolton, CE ;
Ionescu, AA ;
Shiels, KM ;
Pettit, RJ ;
Edwards, PH ;
Stone, MD ;
Nixon, LS ;
Evans, WD ;
Griffiths, TL ;
Shale, DJ .
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2004, 170 (12) :1286-1293
[9]   Clinical COPD phenotypes: a novel approach using principal component and cluster analyses [J].
Burgel, P-R. ;
Paillasseur, J-L. ;
Caillaud, D. ;
Tillie-Leblond, I. ;
Chanez, P. ;
Escamilla, R. ;
Court-Fortune, I. ;
Perez, T. ;
Carre, P. ;
Roche, N. .
EUROPEAN RESPIRATORY JOURNAL, 2010, 36 (03) :531-539
[10]   Impact of comorbidities on COPD-specific health-related quality of life [J].
Burgel, Pierre-Regis ;
Escamilla, Roger ;
Perez, Thierry ;
Carre, Philippe ;
Caillaud, Denis ;
Chanez, Pascal ;
Pinet, Christophe ;
Jebrakh, Gilles ;
Brinchault, Graziella ;
Court-Fortune, Isabelle ;
Paillasseur, Jean-Louis ;
Roche, Nicolas .
RESPIRATORY MEDICINE, 2013, 107 (02) :233-241