All-cause and cause-specific mortality in respiratory symptom clusters: a population-based multicohort study

被引:0
作者
Lisik, Daniil [1 ]
Backman, Helena [2 ]
Kankaanranta, Hannu [1 ,3 ,4 ]
Basna, Rani [1 ,5 ]
Hedman, Linnea [2 ]
Ekerljung, Linda [1 ]
Nyberg, Fredrik [6 ]
Lindberg, Anne [7 ]
Wennergren, Goeran [8 ]
Ronmark, Eva [2 ]
Nwaru, Bright [1 ,9 ]
Vanfleteren, Lowie [10 ,11 ]
机构
[1] Univ Gothenburg, Inst Med, Sahlgrenska Acad, Krefting Res Ctr, Gothenburg, Sweden
[2] Umea Univ, Dept Publ Hlth & Clin Med, OLIN Unit, Sect Sustainable Hlth, Umea, Sweden
[3] Tampere Univ, Resp Res Grp, Fac Med & Hlth Technol, Tampere, Finland
[4] Seinajoki Cent Hosp, Dept Resp Med, Seinajoki, Finland
[5] Lund Univ, Dept Clin Sci Malmo, Div Geriatr Med, Malmo, Sweden
[6] Univ Gothenburg, Inst Med, Sahlgrenska Acad, Sch Publ Hlth & Community Med, Gothenburg, Sweden
[7] Umea Univ, Dept Publ Hlth & Clin Med, OLIN Unit, Umea, Sweden
[8] Univ Gothenburg, Sahlgrenska Acad, Dept Pediat, Gothenburg, Sweden
[9] Univ Gothenburg, Wallenberg Ctr Mol & Translat Med, Gothenburg, Sweden
[10] Sahlgrens Univ Hosp, COPD Ctr, Dept Resp Med & Allergol, Gothenburg, Sweden
[11] Univ Gothenburg, Inst Med, Sahlgrenska Acad, Dept Internal Med & Clin Nutr, Gothenburg, Sweden
基金
瑞典研究理事会;
关键词
Cluster analysis; Cough; Dyspnea; Machine learning; Mortality; Respiratory symptoms; Wheezing; PREVALENCE; ASTHMA; DISEASE;
D O I
10.1186/s12931-025-03224-7
中图分类号
R56 [呼吸系及胸部疾病];
学科分类号
摘要
Background Respiratory symptoms are common in the general adult population. Increased burden of respiratory symptoms may increase the risk of mortality. We assessed the association between respiratory symptom clusters and mortality. Methods Participants were derived from two population-based Swedish adult cohorts (N = 63,060). Cluster analysis was performed with Locality Sensitive Hashing (LSH)-k-prototypes in subjects with >= 1 self-reported respiratory symptom. Linked mortality register data (up to 21 years of follow-up, > 600,000 person-years) were used. Associations between clusters and all-cause/cause-specific mortality were assessed using asymptomatic subjects as reference. Results Over 60% reported >= 1 respiratory symptom and similar to 30% reported >= 5 respiratory symptoms. Five clusters were identified, partly overlapping with established respiratory disease phenotypes but many individuals were undiagnosed: (1) "low-symptomatic" (30.3%); (2) "allergic nasal symptoms" (10.7%); (3) "allergic nasal symptoms, wheezing, and dyspnea attacks" (4.7%); (4) "wheezing and dyspnea attacks" (6.6%); (5) "recurrent productive cough and wheezing" (4.1%). All but Cluster 2 were associated with all-cause mortality, highest risk for Cluster 3 (hazard ratio 1.4, 95% confidence interval 1.13-1.73) and Cluster 5 (1.4, 1.22-1.61). Comparable associations were seen for cardiovascular mortality. For respiratory mortality, Cluster 4 (2.02, 1.18-3.46) and Cluster 5 (1.89, 1.1-3.25) were most strongly associated. Conclusions Respiratory symptoms are common in the general adult population, with identifiable clusters. These clusters have clinical relevancy as they are differentially associated with mortality and relatively weakly correlated with diagnosed respiratory disease.
引用
收藏
页数:10
相关论文
共 30 条
[1]   A population-based study exploring phenotypic clusters and clinical outcomes in stroke using unsupervised machine learning [J].
Akyea, Ralph K. ;
Ntaios, George ;
Kontopantelis, Evangelos ;
Georgiopoulos, Georgios ;
Soria, Daniele ;
Asselbergs, Folkert W. ;
Kai, Joe ;
Weng, Stephen F. ;
Qureshi, Nadeem .
PLOS DIGITAL HEALTH, 2023, 2 (09)
[2]   Information bias in health research: definition, pitfalls, and adjustment methods [J].
Althubaiti, Alaa .
JOURNAL OF MULTIDISCIPLINARY HEALTHCARE, 2016, 9 :211-217
[3]   Underdiagnosis and misclassification of COPD in Sweden-A Nordic Epilung study [J].
Axelsson, Malin ;
Backman, Helena ;
Nwaru, Bright I. ;
Stridsman, Caroline ;
Vanfleteren, Lowie ;
Hedman, Linnea ;
Piirila, Paivi ;
Jalasto, Juuso ;
Langhammer, Arnulf ;
Kankaanranta, Hannu ;
Radinger, Madeleine ;
Ekerljung, Linda ;
Ronmark, Eva ;
Lindberg, Anne .
RESPIRATORY MEDICINE, 2023, 217
[4]   Respiratory symptoms increase health care consumption and affect everyday life - a cross-sectional population-based study from Finland, Estonia, and Sweden [J].
Axelsson, Malin ;
Lindberg, Anne ;
Kainu, Annette ;
Ronmark, Eva ;
Jansson, Sven-Arne .
EUROPEAN CLINICAL RESPIRATORY JOURNAL, 2016, 3
[5]   Increased prevalence of allergic asthma from 1996 to 2006 and further to 2016-results from three population surveys [J].
Backman, Helena ;
Raisanen, Petri ;
Hedman, Linnea ;
Stridsman, Caroline ;
Andersson, Martin ;
Lindberg, Anne ;
Lundback, Bo ;
Ronmark, Eva .
CLINICAL AND EXPERIMENTAL ALLERGY, 2017, 47 (11) :1426-1435
[6]   Informatics and machine learning to define the phenotype [J].
Basile, Anna Okula ;
Ritchie, Marylyn DeRiggi .
EXPERT REVIEW OF MOLECULAR DIAGNOSTICS, 2018, 18 (03) :219-226
[7]   The Swedish cause of death register [J].
Brooke, Hannah Louise ;
Talback, Mats ;
Hornblad, Jesper ;
Johansson, Lars Age ;
Ludvigsson, Jonas Filip ;
Druid, Henrik ;
Feychting, Maria ;
Ljung, Rickard .
EUROPEAN JOURNAL OF EPIDEMIOLOGY, 2017, 32 (09) :765-773
[8]   ARAPOC Study: Prevalence of respiratory symptoms and chronic obstructive pulmonary disease in the general population [J].
Bruscas Alijarde, M. Jose ;
Naberan Tona, Karlos ;
Lamban Sanchez, M. Teresa ;
Bello Dronda, Salvador .
ATENCION PRIMARIA, 2015, 47 (06) :336-343
[9]   A NEW METHOD OF CLASSIFYING PROGNOSTIC CO-MORBIDITY IN LONGITUDINAL-STUDIES - DEVELOPMENT AND VALIDATION [J].
CHARLSON, ME ;
POMPEI, P ;
ALES, KL ;
MACKENZIE, CR .
JOURNAL OF CHRONIC DISEASES, 1987, 40 (05) :373-383
[10]   Absolute values of lung function explain the sex difference in breathlessness in the general population [J].
Ekstrom, Magnus ;
Schioler, Linus ;
Gronseth, Rune ;
Johannessen, Ane ;
Svanes, Cecilie ;
Leynaert, Benedicte ;
Jarvis, Deborah ;
Gislason, Thorarinn ;
Demoly, Pascal ;
Probst-Hensch, Nicole ;
Pin, Isabelle ;
Corsico, Angelo G. ;
Forsberg, Berth ;
Heinrich, Joachim ;
Nowak, Dennis ;
Raherison-Semjen, Chantal ;
Dharmage, Shyamali C. ;
Trucco, Giulia ;
Urrutia, Isabel ;
Martinez-Moratalla Rovira, Jesus ;
Luis Sanchez-Ramos, Jose ;
Janson, Christer ;
Toren, Kjell .
EUROPEAN RESPIRATORY JOURNAL, 2017, 49 (05)