Prediction of Cognitive Decline Using Heart Rate Fragmentation Analysis: The Multi-Ethnic Study of Atherosclerosis

被引:9
作者
Costa, Madalena D. [1 ]
Redline, Susan [2 ,3 ]
Hughes, Timothy M. [4 ,5 ]
Heckbert, Susan R. [6 ]
Goldberger, Ary L. [1 ]
机构
[1] Harvard Med Sch, Beth Israel Deaconess Med Ctr, Margret & HA Rey Inst Nonlinear Dynam Med, Dept Med, Boston, MA 02115 USA
[2] Brigham & Womens Hosp, Div Sleep & Circadian Disorders, Dept Med & Neurol, Boston, MA 02115 USA
[3] Harvard Med Sch, Beth Israel Deaconess Med Ctr, Dept Med, Boston, MA USA
[4] Wake Forest Sch Med, Dept Internal Med, Sect Gerontol & Geriatr Med, Winston Salem, NC USA
[5] Wake Forest Sch Med, Dept Epidemiol & Prevent, Winston Salem, NC 27101 USA
[6] Univ Washington, Dept Epidemiol, Seattle, WA 98195 USA
来源
FRONTIERS IN AGING NEUROSCIENCE | 2021年 / 13卷
关键词
aging; autonomic nervous system; cognitive status; dementia; heart rate fragmentation and heart rate variability; RATE-VARIABILITY; NATRIURETIC PEPTIDE; ALZHEIMERS-DISEASE; RISK SCORE; DEMENTIA; IMPAIRMENT; HEALTH; ASSOCIATION; POPULATION; ADULTS;
D O I
10.3389/fnagi.2021.708130
中图分类号
R592 [老年病学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 100203 ;
摘要
Background: Heart rate fragmentation (HRF), a new non-invasive metric quantifying cardiac neuroautonomic function, is associated with increasing age and cardiovascular disease. Since these are risk factors for cognitive decline and dementia, in the Multi-Ethnic Study of Atherosclerosis (MESA), we investigated whether disrupted cardiac neuroautonomic function, evidenced by increased HRF, would be associated with worse cognitive function assessed concurrently and at a later examination, and with greater cognitive decline. Methods: HRF was derived from the ECG channel of the polysomnographic recordings obtained in an ancillary study (n = 1,897) conducted in conjunction with MESA exam 5 (2010-2012). Cognitive function was assessed at exam 5 and 6.4 +/- 0.5 years later at exam 6 (2016-2018) with tests of global cognitive performance (the Cognitive Abilities Screening Instrument, CASI), processing speed (Digit Symbol Coding, DSC) and working memory (Digit Span). Multivariable regression models were used to quantify the associations between HRF indices and cognitive scores. Results: The participants' mean age was 68 +/- 9 years (54% female). Higher HRF at baseline was independently associated with lower cognitive scores at both exams 5 and 6. Specifically, in cross-sectional analyses, a one-standard deviation (SD) (13.7%) increase in HRF was associated with a 0.51 (95% CI: 0.17-0.86) points reduction in CASI and a 1.12 (0.34-1.90) points reduction in DSC. Quantitatively similar effects were obtained in longitudinal analyses. A one-SD increase in HRF was associated with a 0.44 (0.03-0.86) and a 1.04 (0.28-1.81) points reduction in CASI and DSC from exams 5 to 6, respectively. HRF added predictive value to the Cardiovascular Risk Factors, Aging, and Incidence of Dementia (CAIDE-APOE-epsilon 4) risk score and to models adjusted for serum concentration of NT-proBNP, an analyte associated with cognitive impairment and dementia. Conclusion: Increased HRF assessed during sleep was independently associated with diminished cognitive performance (concurrent and future) and with greater cognitive decline. These findings lend support to the links between cardiac neuroautonomic regulation and cognitive function. As a non-invasive, repeatable and inexpensive probe, HRF technology may be useful in monitoring cognitive status, predicting risk of dementia and assessing therapeutic interventions.
引用
收藏
页数:19
相关论文
共 71 条
  • [1] QUANTIFICATION OF CORONARY-ARTERY CALCIUM USING ULTRAFAST COMPUTED-TOMOGRAPHY
    AGATSTON, AS
    JANOWITZ, WR
    HILDNER, FJ
    ZUSMER, NR
    VIAMONTE, M
    DETRANO, R
    [J]. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 1990, 15 (04) : 827 - 832
  • [2] Physiological changes in neurodegeneration - mechanistic insights and clinical utility
    Ahmed, Rebekah M.
    Ke, Yazi D.
    Vucic, Steve
    Ittner, Lars M.
    Seeley, William
    Hodges, John R.
    Piguet, Olivier
    Halliday, Glenda
    Kiernan, Matthew C.
    [J]. NATURE REVIEWS NEUROLOGY, 2018, 14 (05) : 259 - 271
  • [3] Aging, heart rate variability and patterns of autonomic regulation of the heart
    Almeida-Santos, Marcos Antonio
    Barreto-Filho, Jose Augusto
    Menezes Oliveira, Joselina Luzia
    Reis, Francisco Prado
    da Cunha Oliveira, Cristiane Costa
    Sobral Sousa, Antonio Carlos
    [J]. ARCHIVES OF GERONTOLOGY AND GERIATRICS, 2016, 63 : 1 - 8
  • [4] Simple Risk Model Predicts Incidence of Atrial Fibrillation in a Racially and Geographically Diverse Population: the CHARGE-AF Consortium
    Alonso, Alvaro
    Krijthe, Bouwe P.
    Aspelund, Thor
    Stepas, Katherine A.
    Pencina, Michael J.
    Moser, Carlee B.
    Sinner, Moritz F.
    Sotoodehnia, Nona
    Fontes, Joao D.
    Janssens, A. Cecile J. W.
    Kronmal, Richard A.
    Magnani, Jared W.
    Witteman, Jacqueline C.
    Chamberlain, Alanna M.
    Lubitz, Steven A.
    Schnabel, Renate B.
    Agarwal, Sunil K.
    McManus, David D.
    Ellinor, Patrick T.
    Larson, Martin G.
    Burke, Gregory L.
    Launer, Lenore J.
    Hofman, Albert
    Levy, Daniel
    Gottdiener, John S.
    Kaeaeb, Stefan
    Couper, David
    Harris, Tamara B.
    Soliman, Elsayed Z.
    Stricker, Bruno H. C.
    Gudnason, Vilmundur
    Heckbert, Susan R.
    Benjamin, Emelia J.
    [J]. JOURNAL OF THE AMERICAN HEART ASSOCIATION, 2013, 2 (02): : e000102
  • [5] The Association Between Physical Activity and Subclinical Atherosclerosis
    Bertoni, Alain G.
    Whitt-Glover, Melicia C.
    Chung, Hyoju
    Le, Katherine Y.
    Barr, R. Graham
    Mahesh, Mahadevappa
    Jenny, Nancy S.
    Burke, Gregory L.
    Jacobs, David R.
    [J]. AMERICAN JOURNAL OF EPIDEMIOLOGY, 2009, 169 (04) : 444 - 454
  • [6] Multi-ethnic study of atherosclerosis: Objectives and design
    Bild, DE
    Bluemke, DA
    Burke, GL
    Detrano, R
    Roux, AVD
    Folsom, AR
    Greenland, P
    Jacobs, DR
    Kronmal, R
    Liu, K
    Nelson, JC
    O'Leary, D
    Saad, MF
    Shea, S
    Szklo, M
    Tracy, RP
    [J]. AMERICAN JOURNAL OF EPIDEMIOLOGY, 2002, 156 (09) : 871 - 881
  • [7] The Relationship of Left Ventricular Mass and Geometry to Incident Cardiovascular Events
    Bluemke, David A.
    Kronmal, Richard A.
    Lima, Joao A. C.
    Liu, Kiang
    Olson, Jean
    Burke, Gregory L.
    Folsom, Aaron R.
    [J]. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2008, 52 (25) : 2148 - 2155
  • [8] Anti-inflammatory properties of the vagus nerve: potential therapeutic implications of vagus nerve stimulation
    Bonaz, Bruno
    Sinniger, Valerie
    Pellissier, Sonia
    [J]. JOURNAL OF PHYSIOLOGY-LONDON, 2016, 594 (20): : 5781 - 5790
  • [9] Atherosclerotic calcification is related to a higher risk of dementia and cognitive decline
    Bos, Daniel
    Vernooij, Meike W.
    de Bruijn, Renee F. A. G.
    Koudstaal, Peter J.
    Hofman, Albert
    Franco, Oscar H.
    van der Lugt, Aad
    Ikram, M. Arfan
    [J]. ALZHEIMERS & DEMENTIA, 2015, 11 (06) : 639 - 647
  • [10] The association between heart rate variability and cognitive impairment in middle-aged men and women
    Britton, Annie
    Singh-Manoux, Archana
    Hnatkova, Katerina
    Malik, Marek
    Marmot, Michael G.
    Shipley, Martin
    [J]. NEUROEPIDEMIOLOGY, 2008, 31 (02) : 115 - 121