Identification of distinct phenotypic clusters in heart failure with preserved ejection fraction

被引:84
作者
Uijl, Alicia [1 ,2 ,3 ]
Savarese, Gianluigi [2 ]
Vaartjes, Ilonca [1 ]
Dahlstrom, Ulf [4 ,5 ]
Brugts, Jasper J. [6 ]
Linssen, Gerard C. M. [7 ,8 ]
van Empel, Vanessa [9 ]
Brunner-La Rocca, Hans-Peter [9 ]
Asselbergs, Folkert W. [3 ,10 ,11 ]
Lund, Lars H. [2 ,12 ]
Hoes, Arno W. [1 ]
Koudstaal, Stefan [3 ,13 ]
机构
[1] Univ Utrecht, Univ Med Ctr Utrecht, Julius Ctr Hlth Sci & Primary Care, Utrecht, Netherlands
[2] Karolinska Inst, Div Cardiol, Dept Med, Stockholm, Sweden
[3] Univ Utrecht, Univ Med Ctr Utrecht, Div Heart & Lungs, Dept Cardiol, Utrecht, Netherlands
[4] Linkoping Univ, Dept Cardiol, Linkoping, Sweden
[5] Linkoping Univ, Dept Hlth Med & Caring Sci, Linkoping, Sweden
[6] Erasmus MC Univ Med Ctr, Dept Cardiol, Thoraxctr, Rotterdam, Netherlands
[7] Hosp Grp Twente, Dept Cardiol, Almelo, Netherlands
[8] Hosp Grp Twente, Dept Cardiol, Hengelo, Netherlands
[9] Maastricht Univ, Dept Cardiol, Med Ctr, Maastricht, Netherlands
[10] UCL, Inst Hlth Informat, Hlth Data Res UK London, London, England
[11] UCL, Inst Cardiovasc Sci, Fac Populat Hlth Sci, London, England
[12] Karolinska Univ Hosp, Heart & Vasc Theme, Stockholm, Sweden
[13] Groene Hart Ziekenhuis, Dept Cardiol, Gouda, Netherlands
基金
瑞典研究理事会;
关键词
Heart failure with preserved ejection fraction; Comorbidities; Treatment; Latent class analysis; Clusters; Phenotyping; External validation;
D O I
10.1002/ejhf.2169
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Aims We aimed to derive and validate clinically useful clusters of patients with heart failure with preserved ejection fraction (HFpEF; left ventricular ejection fraction >= 50%). Methods and results We derived a cluster model from 6909 HFpEF patients from the Swedish Heart Failure Registry (SwedeHF) and externally validated this in 2153 patients from the Chronic Heart Failure ESC-guideline based Cardiology practice Quality project (CHECK-HF) registry. In SwedeHF, the median age was 80 [interquartile range 72-86] years, 52% of patients were female and most frequent comorbidities were hypertension (82%), atrial fibrillation (68%), and ischaemic heart disease (48%). Latent class analysis identified five distinct clusters: cluster 1 (10% of patients) were young patients with a low comorbidity burden and the highest proportion of implantable devices; cluster 2 (30%) patients had atrial fibrillation, hypertension without diabetes; cluster 3 (25%) patients were the oldest with many cardiovascular comorbidities and hypertension; cluster 4 (15%) patients had obesity, diabetes and hypertension; and cluster 5 (20%) patients were older with ischaemic heart disease, hypertension and renal failure and were most frequently prescribed diuretics. The clusters were reproduced in the CHECK-HF cohort. Patients in cluster 1 had the best prognosis, while patients in clusters 3 and 5 had the worst age- and sex-adjusted prognosis. Conclusions Five distinct clusters of HFpEF patients were identified that differed in clinical characteristics, heart failure drug therapy and prognosis. These results confirm the heterogeneity of HFpEF and form a basis for tailoring trial design to individualized drug therapy in HFpEF patients.
引用
收藏
页码:973 / 982
页数:10
相关论文
共 25 条
  • [1] Evaluation and management of heart failure with preserved ejection fraction
    Borlaug, Barry A.
    [J]. NATURE REVIEWS CARDIOLOGY, 2020, 17 (09) : 559 - 573
  • [2] Diastolic and Systolic Heart Failure Are Distinct Phenotypes Within the Heart Failure Spectrum
    Borlaug, Barry A.
    Redfield, Margaret M.
    [J]. CIRCULATION, 2011, 123 (18) : 2006 - 2013
  • [3] Brugts JJ, 2018, NETH HEART J, V26, P272, DOI 10.1007/s12471-018-1103-7
  • [4] Association of obesity with heart failure outcomes in 11 Asian regions: A cohort study
    Chandramouli, Chanchal
    Tay, Wan Ting
    Bamadhaj, Nurul Sahiddah
    Tromp, Jasper
    Teng, Tiew-Hwa Katherine
    Yap, Jonathan J. L.
    MacDonald, Michael R.
    Hung, Chung-Lieh
    Streng, Koen
    Naik, Ajay
    Wander, Gurpreet Singh
    Sawhney, Jitendra
    Ling, Lieng Hsi
    Richards, A. Mark
    Anand, Inder
    Voors, Adriaan A.
    Lam, Carolyn S. P.
    [J]. PLOS MEDICINE, 2019, 16 (09)
  • [5] Beta-blockers for heart failure with reduced, mid-range, and preserved ejection fraction: an individual patient-level analysis of double-blind randomized trials
    Cleland, John G. F.
    Bunting, Karina V.
    Flather, Marcus D.
    Altman, Douglas G.
    Holmes, Jane
    Coats, Andrew J. S.
    Manzano, Luis
    McMurray, John J. V.
    Ruschitzka, Frank
    van Veldhuisen, Dirk J.
    von Lueder, Thomas G.
    Bohm, Michael
    Andersson, Bert
    Kjekshus, John
    Packer, Milton
    Rigby, Alan S.
    Rosano, Giuseppe
    Wedel, Hans
    Hjalmarson, Ake
    Wikstrand, John
    Kotecha, Dipak
    [J]. EUROPEAN HEART JOURNAL, 2018, 39 (01) : 26 - 35
  • [6] Clinical Phenogroups in Heart Failure With Preserved Ejection Fraction Detailed Phenotypes, Prognosis, and Response to Spironolactone
    Cohen, Jordana B.
    Schrauben, Sarah J.
    Zhao, Lei
    Basso, Michael D.
    Cvijic, Mary Ellen
    Li, Zhuyin
    Yarde, Melissa
    Wang, Zhaoqing
    Bhattacharya, Priyanka T.
    Chirinos, Diana A.
    Prenner, Stuart
    Zamani, Payman
    Seiffert, Dietmar A.
    Car, Bruce D.
    Gordon, David A.
    Margulies, Kenneth
    Cappola, Thomas
    Chirinos, Julio A.
    [J]. JACC-HEART FAILURE, 2020, 8 (03) : 172 - 184
  • [7] Identification of novel pheno-groups in heart failure with preserved ejection fraction using machine learning
    Hedman, Asa K.
    Hage, Camilla
    Sharma, Anil
    Brosnan, Mary Julia
    Buckbinder, Leonard
    Gan, Li-Ming
    Shah, Sanjiv J.
    Linde, Cecilia M.
    Donal, Erwan
    Daubert, Jean-Claude
    Malarstig, Anders
    Ziemek, Daniel
    Lund, Lars
    [J]. HEART, 2020, 106 (05) : 342 - 349
  • [8] Characterization of subgroups of heart failure patients with preserved ejection fraction with possible implications for prognosis and treatment response
    Kao, David P.
    Lewsey, James D.
    Anand, Inder S.
    Massie, Barry M.
    Zile, Michael R.
    Carson, Peter E.
    McKelvie, Robert S.
    Komajda, Michel
    McMurray, John J. V.
    Lindenfeld, JoAnn
    [J]. EUROPEAN JOURNAL OF HEART FAILURE, 2015, 17 (09) : 925 - 935
  • [9] Effect of Caloric Restriction or Aerobic Exercise Training on Peak Oxygen Consumption and Quality of Life in Obese Older Patients With Heart Failure With Preserved Ejection Fraction A Randomized Clinical Trial
    Kitzman, Dalane W.
    Brubaker, Peter
    Morgan, Timothy
    Haykowsky, Mark
    Hundley, Gregory
    Kraus, William E.
    Eggebeen, Joel
    Nicklas, Barbara J.
    [J]. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2016, 315 (01): : 36 - 46
  • [10] HF progression among outpatients with HF in a community setting
    Lorio, Annamaria
    Rea, Federico
    Barbati, Giulia
    Scagnetto, Arjuna
    Peruzzi, Elena
    Garavaglia, Agnese
    Corrao, Giovanni
    Sinagra, Gianfranco
    Di Lenarda, Andrea
    [J]. INTERNATIONAL JOURNAL OF CARDIOLOGY, 2019, 277 : 140 - 146