ObjectiveAtrial fibrillation (AF) is a condition that occurs in the presence of comorbidities. With the accumulation of comorbidities (multimorbidity), some combinations may more often occur together than others. Information on the impact of clustering of these on incident AF is sparse. We aimed to investigate clustering of cardiovascular and renal comorbidities and study the association between comorbidity clusters and incident AF. MethodsWe used the community-based Prevention of Renal and Vascular ENd-stage Disease (PREVEND) cohort in which 8592 individuals participated. Latent class analysis was performed to assess clustering of 10 cardiovascular and renal comorbidities. ResultsWe excluded individuals with prior AF or missing ECG data, leaving 8265 individuals for analysis (mean age 48.9 & PLUSMN;12.6 years, 50.2% women). During 9.2 & PLUSMN;2.1 years of follow-up, 251 individuals (3.0%) developed AF. A model with three clusters was the optimal model, with one cluster being young (44.5 & PLUSMN;10.8 years) and healthy, carrying a low (1.0%) risk of incident AF; one cluster being older (63.0 & PLUSMN;8.4 years) and multimorbid, carrying a high (16.2%) risk of incident AF and a third middle-aged (57.0 & PLUSMN;11.3 years), obese and hypertensive cluster carrying an intermediate risk (5.9%) of incident AF. While the prevalence of the comorbidities differed between classes, no clear combination(s) of comorbidities was observed within the classes. ConclusionsWe identified three clusters of comorbidities in individuals in the community-based PREVEND cohort. The three clusters contained different amount of comorbidities carrying different risks of incident AF. However, there were no differences between the clusters regarding specific combination(s) of comorbidities.
机构:
Univ Glasgow, Gen Practice & Primary Care, Inst Hlth & Wellbeing, Coll Med Vet & Life Sci, Glasgow G12 9LX, Lanark, ScotlandUniv Glasgow, Gen Practice & Primary Care, Inst Hlth & Wellbeing, Coll Med Vet & Life Sci, Glasgow G12 9LX, Lanark, Scotland
Jani, Bhautesh Dinesh
Nicholl, Barbara I.
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Univ Glasgow, Gen Practice & Primary Care, Inst Hlth & Wellbeing, Coll Med Vet & Life Sci, Glasgow G12 9LX, Lanark, ScotlandUniv Glasgow, Gen Practice & Primary Care, Inst Hlth & Wellbeing, Coll Med Vet & Life Sci, Glasgow G12 9LX, Lanark, Scotland
Nicholl, Barbara I.
McQueenie, Ross
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Univ Glasgow, Gen Practice & Primary Care, Inst Hlth & Wellbeing, Coll Med Vet & Life Sci, Glasgow G12 9LX, Lanark, ScotlandUniv Glasgow, Gen Practice & Primary Care, Inst Hlth & Wellbeing, Coll Med Vet & Life Sci, Glasgow G12 9LX, Lanark, Scotland
McQueenie, Ross
Connelly, Derek T.
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Univ Glasgow, Inst Cardiovasc & Med Sci, Coll Med Vet & Life Sci, Glasgow G12 8TD, Lanark, ScotlandUniv Glasgow, Gen Practice & Primary Care, Inst Hlth & Wellbeing, Coll Med Vet & Life Sci, Glasgow G12 9LX, Lanark, Scotland
Connelly, Derek T.
Hanlon, Peter
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Univ Glasgow, Gen Practice & Primary Care, Inst Hlth & Wellbeing, Coll Med Vet & Life Sci, Glasgow G12 9LX, Lanark, ScotlandUniv Glasgow, Gen Practice & Primary Care, Inst Hlth & Wellbeing, Coll Med Vet & Life Sci, Glasgow G12 9LX, Lanark, Scotland
Hanlon, Peter
Gallacher, Katie I.
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Univ Glasgow, Gen Practice & Primary Care, Inst Hlth & Wellbeing, Coll Med Vet & Life Sci, Glasgow G12 9LX, Lanark, ScotlandUniv Glasgow, Gen Practice & Primary Care, Inst Hlth & Wellbeing, Coll Med Vet & Life Sci, Glasgow G12 9LX, Lanark, Scotland
Gallacher, Katie I.
Lee, Duncan
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Univ Glasgow, Sch Math & Stat, Glasgow G12 8QW, Lanark, ScotlandUniv Glasgow, Gen Practice & Primary Care, Inst Hlth & Wellbeing, Coll Med Vet & Life Sci, Glasgow G12 9LX, Lanark, Scotland
Lee, Duncan
Mair, Frances S.
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Univ Glasgow, Gen Practice & Primary Care, Inst Hlth & Wellbeing, Coll Med Vet & Life Sci, Glasgow G12 9LX, Lanark, ScotlandUniv Glasgow, Gen Practice & Primary Care, Inst Hlth & Wellbeing, Coll Med Vet & Life Sci, Glasgow G12 9LX, Lanark, Scotland
机构:
Univ Calif San Francisco, Dept Med, San Francisco, CA 94143 USAUniv Calif San Francisco, Dept Med, San Francisco, CA 94143 USA
Lin, Anthony L.
Nah, Gregory
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Univ Calif San Francisco, Dept Med, Div Cardiol, 505 Parnassus Ave, San Francisco, CA 94143 USAUniv Calif San Francisco, Dept Med, San Francisco, CA 94143 USA
Nah, Gregory
Tang, Janet J.
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Univ Calif San Francisco, Dept Med, Div Cardiol, 505 Parnassus Ave, San Francisco, CA 94143 USAUniv Calif San Francisco, Dept Med, San Francisco, CA 94143 USA
Tang, Janet J.
Vittinghoff, Eric
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Univ Calif San Francisco, Dept Epidemiol & Biostat, San Francisco, CA USAUniv Calif San Francisco, Dept Med, San Francisco, CA 94143 USA
Vittinghoff, Eric
Dewland, Thomas A.
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Univ Calif San Francisco, Dept Med, Div Cardiol, 505 Parnassus Ave, San Francisco, CA 94143 USAUniv Calif San Francisco, Dept Med, San Francisco, CA 94143 USA
Dewland, Thomas A.
Marcus, Gregory M.
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Univ Calif San Francisco, Dept Med, Div Cardiol, 505 Parnassus Ave, San Francisco, CA 94143 USAUniv Calif San Francisco, Dept Med, San Francisco, CA 94143 USA
机构:
Dalian Med Univ, Dept Cardiol, Affiliated Hosp 1, Zhongshan Rd 222, Dalian 116011, Peoples R ChinaDalian Med Univ, Dept Cardiol, Affiliated Hosp 1, Zhongshan Rd 222, Dalian 116011, Peoples R China
Li, Xintao
Gao, Lianjun
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Dalian Med Univ, Dept Cardiol, Affiliated Hosp 1, Zhongshan Rd 222, Dalian 116011, Peoples R ChinaDalian Med Univ, Dept Cardiol, Affiliated Hosp 1, Zhongshan Rd 222, Dalian 116011, Peoples R China
Gao, Lianjun
Wang, Zhao
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Dalian Med Univ, Dept Cardiol, Affiliated Hosp 1, Zhongshan Rd 222, Dalian 116011, Peoples R ChinaDalian Med Univ, Dept Cardiol, Affiliated Hosp 1, Zhongshan Rd 222, Dalian 116011, Peoples R China
Wang, Zhao
Guan, Bo
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Dalian Med Univ, Dept Cardiol, Affiliated Hosp 1, Zhongshan Rd 222, Dalian 116011, Peoples R ChinaDalian Med Univ, Dept Cardiol, Affiliated Hosp 1, Zhongshan Rd 222, Dalian 116011, Peoples R China
Guan, Bo
Guan, Xumin
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Dalian Med Univ, Dept Cardiol, Affiliated Hosp 1, Zhongshan Rd 222, Dalian 116011, Peoples R ChinaDalian Med Univ, Dept Cardiol, Affiliated Hosp 1, Zhongshan Rd 222, Dalian 116011, Peoples R China
Guan, Xumin
Wang, Binhao
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Dalian Med Univ, Dept Cardiol, Affiliated Hosp 1, Zhongshan Rd 222, Dalian 116011, Peoples R ChinaDalian Med Univ, Dept Cardiol, Affiliated Hosp 1, Zhongshan Rd 222, Dalian 116011, Peoples R China
Wang, Binhao
Han, Xu
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Dalian Med Univ, Dept Cardiol, Affiliated Hosp 1, Zhongshan Rd 222, Dalian 116011, Peoples R ChinaDalian Med Univ, Dept Cardiol, Affiliated Hosp 1, Zhongshan Rd 222, Dalian 116011, Peoples R China
Han, Xu
Xiao, Xianjie
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Dalian Med Univ, Dept Cardiol, Affiliated Hosp 1, Zhongshan Rd 222, Dalian 116011, Peoples R ChinaDalian Med Univ, Dept Cardiol, Affiliated Hosp 1, Zhongshan Rd 222, Dalian 116011, Peoples R China
Xiao, Xianjie
Bin Waleed, Khalid
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Dalian Med Univ, Dept Cardiol, Affiliated Hosp 1, Zhongshan Rd 222, Dalian 116011, Peoples R ChinaDalian Med Univ, Dept Cardiol, Affiliated Hosp 1, Zhongshan Rd 222, Dalian 116011, Peoples R China
Bin Waleed, Khalid
Chandran, Clarance
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Dalian Med Univ, Dept Cardiol, Affiliated Hosp 1, Zhongshan Rd 222, Dalian 116011, Peoples R ChinaDalian Med Univ, Dept Cardiol, Affiliated Hosp 1, Zhongshan Rd 222, Dalian 116011, Peoples R China
Chandran, Clarance
Wu, Shouling
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Kailuan Gen Hosp, Dept Cardiol, Tangshan, Peoples R ChinaDalian Med Univ, Dept Cardiol, Affiliated Hosp 1, Zhongshan Rd 222, Dalian 116011, Peoples R China
Wu, Shouling
Xia, Yunlong
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Dalian Med Univ, Dept Cardiol, Affiliated Hosp 1, Zhongshan Rd 222, Dalian 116011, Peoples R ChinaDalian Med Univ, Dept Cardiol, Affiliated Hosp 1, Zhongshan Rd 222, Dalian 116011, Peoples R China
机构:
Hosp Univ Sao Paulo, Ctr Pesquisa Clin & Epidemiol, BR-05508000 Sao Paulo, SP, Brazil
Univ Sao Paulo, Fac Med, Dept Clin Med, Sao Paulo, BrazilHosp Univ Sao Paulo, Ctr Pesquisa Clin & Epidemiol, BR-05508000 Sao Paulo, SP, Brazil
Santos, Itamar S.
Bensenor, Isabela M.
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Hosp Univ Sao Paulo, Ctr Pesquisa Clin & Epidemiol, BR-05508000 Sao Paulo, SP, Brazil
Univ Sao Paulo, Fac Med, Dept Clin Med, Sao Paulo, BrazilHosp Univ Sao Paulo, Ctr Pesquisa Clin & Epidemiol, BR-05508000 Sao Paulo, SP, Brazil
机构:
Seoul Natl Univ, Grad Sch, Dept Biomed Sci, Seoul, South KoreaSeoul Natl Univ, Grad Sch, Dept Biomed Sci, Seoul, South Korea
Choi, Seulggie
Chang, Jooyoung
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Seoul Natl Univ, Grad Sch, Dept Biomed Sci, Seoul, South KoreaSeoul Natl Univ, Grad Sch, Dept Biomed Sci, Seoul, South Korea
Chang, Jooyoung
Kim, Kyuwoong
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Seoul Natl Univ, Grad Sch, Dept Biomed Sci, Seoul, South KoreaSeoul Natl Univ, Grad Sch, Dept Biomed Sci, Seoul, South Korea
Kim, Kyuwoong
Kim, Sung Min
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Seoul Natl Univ, Grad Sch, Dept Biomed Sci, Seoul, South KoreaSeoul Natl Univ, Grad Sch, Dept Biomed Sci, Seoul, South Korea
Kim, Sung Min
Koo, Hye-Yeon
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Seoul Natl Univ, Bundang Hosp, Dept Family Med, 82 Gumi Ro,173 Beon Gil, Seongnam, South KoreaSeoul Natl Univ, Grad Sch, Dept Biomed Sci, Seoul, South Korea
Koo, Hye-Yeon
Cho, Mi Hee
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Samsung C&T Med Ctr, Dept Family Med, Seoul, South KoreaSeoul Natl Univ, Grad Sch, Dept Biomed Sci, Seoul, South Korea
Cho, Mi Hee
Cho, In Young
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Seoul Natl Univ, Bundang Hosp, Dept Family Med, 82 Gumi Ro,173 Beon Gil, Seongnam, South KoreaSeoul Natl Univ, Grad Sch, Dept Biomed Sci, Seoul, South Korea
Cho, In Young
Lee, Hyejin
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Seoul Natl Univ, Bundang Hosp, Dept Family Med, 82 Gumi Ro,173 Beon Gil, Seongnam, South KoreaSeoul Natl Univ, Grad Sch, Dept Biomed Sci, Seoul, South Korea
Lee, Hyejin
Son, Joung Sik
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Seoul Natl Univ Hosp, Dept Family Med, Seoul, South KoreaSeoul Natl Univ, Grad Sch, Dept Biomed Sci, Seoul, South Korea
Son, Joung Sik
Park, Sang Min
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Seoul Natl Univ, Grad Sch, Dept Biomed Sci, Seoul, South Korea
Seoul Natl Univ Hosp, Dept Family Med, Seoul, South KoreaSeoul Natl Univ, Grad Sch, Dept Biomed Sci, Seoul, South Korea
Park, Sang Min
Lee, Kiheon
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Seoul Natl Univ, Bundang Hosp, Dept Family Med, 82 Gumi Ro,173 Beon Gil, Seongnam, South KoreaSeoul Natl Univ, Grad Sch, Dept Biomed Sci, Seoul, South Korea