Association Between Cardio-Ankle Vascular Index and Early Detection of Heart Failure with Preserved Ejection Fraction: A Meta-Analysis
Keywords:
Cardio-Ankle Vascular Index, heart failure with preserved ejection fraction, arterial stiffness, diastolic dysfunction, early detectionAbstract
Introduction: Heart failure with preserved ejection fraction (HFpEF) represents a growing clinical challenge with limited diagnostic tools for early detection. The Cardio-Ankle Vascular Index (CAVI) is a novel non-invasive measure of arterial stiffness that may facilitate early identification of HFpEF.
Methods: This meta-analysis systematically reviewed 48 sources examining the association between CAVI and HFpEF. Studies were included if they assessed adult populations, measured CAVI, and reported quantitative associations with HFpEF or its surrogates. Data extraction focused on study design, CAVI measurement protocols, HFpEF definitions, and association measures.
Results: Cross-sectional analyses demonstrated significant correlations between CAVI and diastolic function parameters: E/A ratio (r = -0.405, 95% CI -0.324 to -0.481) and e' velocity (r = -0.449, 95% CI -0.340 to -0.630) (1). CAVI ≥10 was associated with HFpEF hospitalization (OR 9.76) (6). Meta-analyses showed CAVI predicted cardiovascular events (HR 1.20-1.46 per SD/category increase) (8-10). Longitudinal data demonstrated CAVI progression correlated with left ventricular global longitudinal strain deterioration over 26.8 months (5). Sex-specific analysis revealed stronger associations in women (OR 1.67, P=0.007) (3).
Discussion: CAVI demonstrates consistent associations with subclinical diastolic dysfunction and HFpEF outcomes. The evidence supports mechanistic plausibility through ventricular-vascular coupling, with distinct patterns in hypertensive and female subpopulations. However, significant limitations include predominance of Asian populations, absence of prospective screening studies, and lack of validated early detection thresholds.
Conclusion: CAVI shows promise as a screening tool for early HFpEF detection, particularly in high-risk populations. Future research requires prospective studies with standardized protocols, population-specific thresholds, and evaluation of CAVI-guided intervention strategies.
References
B. Chow, S. Rabkin (2015) The relationship between arterial stiffness and heart failure with preserved ejection fraction: a systemic meta-analysis. Heart Failure Reviews. https://doi.org/10.1007/s10741-015-9471-1
T. Tabata, K. Shimizu, Yuki Morinaga, et al (2021) The Relationship Between Cardio-Ankle Vascular Index and Left Atrial Phasic Function in Hypertensive Patients With Preserved Ejection Fraction. Frontiers in Medical Technology. https://doi.org/10.3389/fmedt.2021.724089
Yuriko Yoshida, Koki Nakanishi, M. Daimon, et al (2020) Sex-specific difference in the association between arterial stiffness and subclinical left ventricular dysfunction. European Heart Journal-Cardiovascular Imaging. https://doi.org/10.1093/ehjci/jeaa156
X. Zhang, Yibo Li, Xinyue Wang, et al (2024) Hypertension‐specific association of cardio‐ankle vascular index with subclinical left ventricular function in a Chinese population: Danyang study. The Journal of Clinical Hypertension. https://doi.org/10.1111/jch.14803
Yuriko Yoshida, Koki Nakanishi, Zhezhen Jin, et al (2023) Association Between Progression of Arterial Stiffness and Left Ventricular Remodeling in a Community-Based Cohort. JACC: Advances. https://doi.org/10.1016/j.jacadv.2023.100409
T. Miyoshi, Hiroshi Ito (2021) Arterial stiffness in health and disease: The role of cardio-ankle vascular index. Journal of Cardiology. https://doi.org/10.1016/j.jjcc.2021.07.011
K. Osawa, T. Miyoshi (2023) Are Non-Invasive Modalities for the Assessment of Atherosclerosis Useful for Heart Failure Predictions? International Journal of Molecular Sciences. https://doi.org/10.3390/ijms24031925
K. Matsushita, N. Ding, Esther D Kim, et al (2018) Cardio‐ankle vascular index and cardiovascular disease: Systematic review and meta‐analysis of prospective and cross‐sectional studies. The Journal of Clinical Hypertension. https://doi.org/10.1111/jch.13425
Hamed Tavolinejad, Ozgun Erten, Hannah Maynard, Julio A Chirinos (2024) Prognostic Value of Cardio-Ankle Vascular Index for Cardiovascular and Kidney Outcomes. JACC: Advances. https://doi.org/10.1016/j.jacadv.2024.101019
Hamed Tavolinejad, J. Chirinos (2023) Abstract 16712: Cardio-Ankle Vascular Index as an Independent Predictor of Cardiovascular Events in Patients With and Without Previous Cardiovascular Disease: A Systematic Review and Meta-Analysis. Circulation. https://doi.org/10.1161/circ.148.suppl_1.16712
C. Saravanan, S. R. Chowdhury, Pugazhendi Inban, et al (2024) Predictive significance of cardio ankle vascular index for the assessment of cardiovascular risk in hypertensive patients: A systematic review. The Journal of Clinical Hypertension. https://doi.org/10.1111/jch.14878
Koichiro Watanabe, A. Yoshihisa, Yu Sato, et al (2021) Cardio-Ankle Vascular Index Reflects Impaired Exercise Capacity and Predicts Adverse Prognosis in Patients With Heart Failure. Frontiers in Cardiovascular Medicine. https://doi.org/10.3389/fcvm.2021.631807
G. Mulè', M. Guarneri, C. Pugliares, et al (2018) The prognostic role of the cardio‐ankle vascular index. The Journal of Clinical Hypertension. https://doi.org/10.1111/jch.13424
Magnus Bäck, J. Topouchian, C. Labat, et al (2024) Cardio-ankle vascular index for predicting cardiovascular morbimortality and determinants for its progression in the prospective advanced approach to arterial stiffness (TRIPLE-A-Stiffness) study. EBioMedicine. https://doi.org/10.1016/j.ebiom.2024.105107
D. Ali, Nualla Callan, S. Ennis, et al (2019) Heart failure with preserved ejection fraction (HFpEF) pathophysiology study (IDENTIFY-HF): does increased arterial stiffness associate with HFpEF, in addition to ageing and vascular effects of comorbidities? Rationale and design. BMJ Open. https://doi.org/10.1136/bmjopen-2018-027984
Z. M. Akhilgova, I. I. Almazova, N. Gabitova, et al (2020) Dynamics of Vascular Stiffness and Endothelial Function in Combination Therapy of Heart Failure with Preserved Ejection Fraction. https://doi.org/10.20996/1819-6446-2020-05-05
Sanae Noguchi, H. Masugata, S. Senda, et al (2011) Correlation of arterial stiffness to left ventricular function in patients with reduced ejection fraction. Tohoku journal of experimental medicine. https://doi.org/10.1620/TJEM.225.145
S. Abe, A. Yoshihisa, Ryohei Takeishi, et al (2021) Abstract 9958: Calcium-Phosphorus Product is Associated with Adverse Prognosis in Hospitalized Patients with Heart Failure and Chronic Kidney Disease. Circulation. https://doi.org/10.1161/circ.144.suppl_1.9958
Koichiro Watanabe, A. Yoshihisa, Yu Sato, et al (2020) Abstract 13334: Cardio-ankle Vascular Index Reflects Impaired Exercise Capacity and Predicts Adverse Prognosis in Patients With Heart Failure. Circulation. https://doi.org/10.1161/CIRC.142.SUPPL_3.13334
Takeshi Shimizu, A. Yoshihisa, Mai Takiguchi, et al (2014) Abstract 11292: Impact of Chronic Obstructive Pulmonary Disease on Cardiovascular Function and Prognosis in Heart Failure Patients
Yu Sato, A. Yoshihisa, Yasuhiro Ichijo, et al (2020) Cardio-Ankle Vascular Index Predicts Post-Discharge Stroke in Patients with Heart Failure. Journal of atherosclerosis and thrombosis. https://doi.org/10.5551/jat.58727
Takahiro Nakagami, K. Shimizu, Keiichi Hirano, et al (2022) Cardio-Ankle Vascular Index Reflects the Efficacy of Waon Therapy in Heart Failure Patients. International Heart Journal. https://doi.org/10.1536/ihj.22-305
A. Saiki, M. Ohira, Takashi Yamaguchi, et al (2020) New Horizons of Arterial Stiffness Developed Using Cardio-Ankle Vascular Index (CAVI). Journal of atherosclerosis and thrombosis. https://doi.org/10.5551/jat.RV17043
K. Matsushita, N. Ding, E. Kim (2018) Abstract P269: Cardio-Ankle Vascular Index and the Risk of Cardiovascular Outcomes and All-cause Mortality: A Systematic Review
M. C. Todaro, B. Khandheria, L. Longobardo, et al (2015) New diagnostic perspectives on heart failure with preserved ejection fraction: systolic function beyond ejection fraction. Journal of Cardiovascular Medicine. https://doi.org/10.2459/JCM.0000000000000199
Dai Ato (2018) Brachial–ankle pulse wave velocity, cardio-ankle vascular index, and prognosis. Vascular Health and Risk Management. https://doi.org/10.2147/VHRM.S179366
A. Sumin, A. V. Shcheglova (2021) Assessment of Arterial Stiffness Using the Cardio-Ankle Vascular Index – What We Know and What We Strive for. Rational Pharmacotherapy in Cardiology. https://doi.org/10.20996/1819-6446-2021-08-09
D. Nagayama, K. Fujishiro, Kenji Suzuki, K. Shirai (2022) Comparison of Predictive Ability of Arterial Stiffness Parameters Including Cardio-Ankle Vascular Index, Pulse Wave Velocity and Cardio-Ankle Vascular Index0. Vascular Health and Risk Management. https://doi.org/10.2147/VHRM.S378292
Hamed Tavolinejad, B. Pourmussa, Julio A. Chirinos (2025) Cardio-Ankle Vascular Index as a Marker of Arterial Stiffness: Principles, Application, and Clinical Utility. Current hypertension reviews. https://doi.org/10.2174/0115734021387484250623090403
Vladimir A. Verner, M. V. Mel’nik, Svetlana A. Knjazeva (2021) [Cardio-ankle vascular index (CAVI) in diagnostics, risk and severity evaluation of magistral vessels lesion in patients with cardio-vascular diseases and type 2 diabetes]. Терапевтический архив. https://doi.org/10.26442/00403660.2021.01.200599
G. Lewis, K. Pearce, S. Williams, et al (2020) The utility of cardiovascular imaging in heart failure with preserved ejection fraction: diagnosis, biological classification and risk stratification. Heart Failure Reviews. https://doi.org/10.1007/s10741-020-10047-9
J. Butler, M. Brown, P. Prokocimer, et al (2024) MT14 Assessing the Association Between Cardiovascular Acoustic Biomarkers and Heart Failure: A Systematic Literature Review. Value in Health. https://doi.org/10.1016/j.jval.2024.03.1552
S. Yatsu, T. Kasai, Ryo Naito, et al (2023) Impact of sleep-disordered breathing on overnight changes in arterial stiffness in patients with acute heart failure. Hypertension Research. https://doi.org/10.1038/s41440-023-01448-y
B. Borlaug, W. Paulus (2011) Heart failure with preserved ejection fraction: pathophysiology, diagnosis, and treatment. European Heart Journal. https://doi.org/10.1093/eurheartj/ehq426
K. Wijarnpreecha, Susan M. Lou, P. Panjawatanan, et al (2018) Association between diastolic cardiac dysfunction and nonalcoholic fatty liver disease: A systematic review and meta-analysis. Digestive and Liver Disease. https://doi.org/10.1016/j.dld.2018.09.004
Chayakrit Krittanawong, William Michael Britt, Affan Rizwan, et al (2024) Clinical Update in Heart Failure with Preserved Ejection Fraction. Current Heart Failure Reports. https://doi.org/10.1007/s11897-024-00679-5
Zahra Esmaeili, Pegah Bahiraie, Zahra Vaziri, et al (2024) The association between pulse wave velocity and heart failure: a systematic review and meta-analysis. Frontiers in Cardiovascular Medicine. https://doi.org/10.3389/fcvm.2024.1435677
A. Gevaert, J. Boen, V. Segers, E. V. Van Craenenbroeck (2019) Heart Failure With Preserved Ejection Fraction: A Review of Cardiac and Noncardiac Pathophysiology. Frontiers in Physiology. https://doi.org/10.3389/fphys.2019.00638
R. Ladeiras-Lopes, M. Araújo, F. Sampaio, et al (2019) The impact of diastolic dysfunction as a predictor of cardiovascular events: A systematic review and meta-analysis. Revista Portuguesa de Cardiologia. https://doi.org/10.1016/j.repc.2019.03.007
T. Meguro, Yuji Nagatomo, A. Nagae, et al (2009) Elevated arterial stiffness evaluated by brachial-ankle pulse wave velocity is deleterious for the prognosis of patients with heart failure. Circulation Journal. https://doi.org/10.1253/CIRCJ.CJ-08-0350
Chao Ma, Huan Luo, Lei Fan, et al (2020) Heart failure with preserved ejection fraction: an update on pathophysiology, diagnosis, treatment, and prognosis. Brazilian journal of medical and biological research = Revista brasileira de pesquisas medicas e biologicas. https://doi.org/10.1590/1414-431X20209646
Takahiro Okuno, K. Kagami, T. Harada, et al (2025) Diagnostic Approaches to Heart Failure With Preserved Ejection Fraction (HFpEF) - Identification of Unrecognized HFpEF. Circulation Journal. https://doi.org/10.1253/circj.CJ-25-0214
(2019) PREDICTIVE VALUE OF CARDIOPULMONARY EXERCISE TESTING IN PATIENTS WITH CHRONIC HEART FAILURE WITH PRESERVED EJECTION FRACTION (REVIEW OF LITERATURE). Belgorod State University Scientific bulletin Medicine Pharmacy. https://doi.org/10.18413/2075-4728-2019-42-2-194-207
Y. Iwasaki, H. Tomiyama, K. Shiina, et al (2018) Liver stiffness and arterial stiffness/abnormal central hemodynamics in the early stage of heart failure. International Journal of Cardiology: Heart & Vasculature. https://doi.org/10.1016/j.ijcha.2018.07.001
Chengjie Zhu, Yanna Lei, Vipin Kumar, et al (2025) Hidden Cardiovascular Risk: Arterial Stiffness and Left Ventricular Remodeling as Potential Indicators of Masked Hypertension. The Journal of Clinical Hypertension. https://doi.org/10.1111/jch.70077
Yanlei Li, Cordes Mareike, H. Henner, Schmidt-Trucksäss Arno (2013) P5.25: Diurnal Variation of Cardio-Ankle Vascular Index in Individuals with and Without Heart Disease. Artery Research. https://doi.org/10.1016/j.artres.2013.10.173
M. Evsevyeva, M. V. Eremin, O. Sergeeva, et al (2025) Predictive potential of the cardio-ankle vascular index in the framework of angiological screening of young people. Rational Pharmacotherapy in Cardiology. https://doi.org/10.20996/1819-6446-2025-3219
Seung Hun Lee, Hong Choi Ki, Sung Won Cho, et al (2025) Impact of brachial-ankle pulse wave velocity on progression of diastolic dysfunction: a cohort study. Revista Española de Cardiología. https://doi.org/10.1016/j.rec.2025.09.004
Downloads
Published
Issue
Section
License
Copyright (c) 2026 Pramuliansyah Haq, Andi Muhammad Ariansyah N (Author)

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
Authors publishing here keep copyright but grant the journal first publication rights, under a Creative Commons Attribution-NonCommercial 4.0 License. They can distribute their work non-exclusively elsewhere with an acknowledgment of its first publication in this journal. Posting the work online before and during submission for earlier and greater citation is encouraged, reflecting Open Access benefits.
