Personal Activity Intelligence (PM): A new standard in activity tracking for obtaining a healthy cardiorespiratory fitness level and low cardiovascular risk

被引:31
作者
Nauman, Javaid [1 ,2 ]
Nes, Bjarne M. [2 ]
Zisko, Nina [2 ]
Revdal, Anders [2 ]
Myers, Jonathan [3 ,4 ]
Kaminsky, Leonard A. [5 ]
Wisloff, Ulrik [2 ]
机构
[1] United Arab Emirates Univ, Coll Med & Hlth Sci, Inst Publ Hlth, Post Box 17666, Al Ain, U Arab Emirates
[2] Norwegian Univ Sci & Technol, Fac Med & Hlth Sci, Dept Circulat & Med Imaging, KG Jebsen Ctr Exercise Med, Trondheim, Norway
[3] Vet Affair Palo Alto Hlth Care Syst, Palo Alto, CA USA
[4] Stanford Univ, Div Cardiovasc Med, Palo Alto, CA 94304 USA
[5] Ball State Univ, Fisher Inst Hlth & Well Being, Muncie, IN 47306 USA
关键词
Activity tracking; Mortality; Cardiovascular disease; Physical activity promotion; Cardiorespiratory fitness; Prevention; ALL-CAUSE MORTALITY; PHYSICAL-ACTIVITY; SEDENTARY TIME; DISEASE; EXERCISE; ASSOCIATION; INACTIVITY; REGISTRY; BURDEN; ADULTS;
D O I
10.1016/j.pcad.2019.02.006
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Despite all the evidence of health benefits related to physical activity (PA) and cardiorespiratory fitness (CRF), low levels of PA have reached pandemic proportions, and inactivity is the fourth leading cause of death worldwide. Lack of time, and inability to self-manage are often cited as main barriers to getting adequate PA. Recently, a new personalized metric for PA tracking named Personal Activity Intelligence (PAI) was developed with the aim to make it easier to quantify how much PA per week is needed to reduce the risk of premature mortality from non-communicable diseases. PAI can be integrated in self-assessment heart rate devices and defines a weekly beneficial heart rate pattern during PA by considering the individual's sex, age, and resting and maximal heart rates. Among individuals ranging from the general population to subgroups of patients with cardiovascular disease (CVD), a PAI score >= 100 per week at baseline, an increase in PAI score, and a sustained high PAI score over time were found to delay premature death from CVD and all causes, regardless of whether or not the current PA recommendations were met. Importantly, a PAI score >= 100 at baseline, maintaining >= 100 PAIs and an increasing PAI score over time was associated with multiple years of life gained. Moreover, obtaining a weekly PAI >= 100 attenuated the deleterious association between CVD risk factor clustering and prolonged sitting time. PAI and objectively measured CRF (as indicated by VO2peak) were positively associated in a graded fashion, and individuals with a PAI score between 100 and 150 had expected age and sex specific average VO2peak values. A PAI score 100 was associated with higher VO2peak in both men (4.1 mL.kg(-1).min(-1); 95% CI, 3.5 to 4.6) and women (2.9 mL.kg(-1).min(-1); 95% CI, 2.4 to 33), compared to the reference group of <100 PAL The combined analysis of PAI, PA and VO2peak demonstrated that a PAI score >= 100 was associated with high VO2peak values regardless of meeting or not meeting the current PA recommendations. Collectively, these findings suggest that PAI has the potential to be a useful tool to motivate people to become and stay physically active by quantifying the amount of PA needed to produce significant health benefits. (C) 2019 Elsevier Inc. All rights reserved.
引用
收藏
页码:179 / 185
页数:7
相关论文
共 39 条
  • [1] UN High-Level Meeting on Non-Communicable Diseases: addressing four questions
    Beaglehole, Robert
    Bonita, Ruth
    Alleyne, George
    Horton, Richard
    Li, Liming
    Lincoln, Paul
    Mbanya, Jean Claude
    McKee, Martin
    Moodie, Rob
    Nishtar, Sania
    Piot, Peter
    Reddy, K. Srinath
    Stuckler, David
    [J]. LANCET, 2011, 378 (9789) : 449 - 455
  • [2] Sedentary Time and Its Association With Risk for Disease Incidence, Mortality, and Hospitalization in Adults A Systematic Review and Meta-analysis
    Biswas, Aviroop
    Oh, Paul I.
    Faulkner, Guy E.
    Bajaj, Ravi R.
    Silver, Michael A.
    Mitchell, Marc S.
    Alter, David A.
    [J]. ANNALS OF INTERNAL MEDICINE, 2015, 162 (02) : 123 - +
  • [3] CDC, 2018, BARR PHYS ACT
  • [4] Does physical activity attenuate, or even eliminate, the detrimental association of sitting time with mortality? A harmonised meta-analysis of data from more than 1 million men and women
    Ekelund, Ulf
    Steene-Johannessen, Jostein
    Brown, Wendy J.
    Fagerland, Morten Wang
    Owen, Neville
    Powell, Kenneth E.
    Bauman, Adrian
    Lee, I-Min
    [J]. LANCET, 2016, 388 (10051) : 1302 - 1310
  • [5] Quantity and Quality of Exercise for Developing and Maintaining Cardiorespiratory, Musculoskeletal, and Neuromotor Fitness in Apparently Healthy Adults: Guidance for Prescribing Exercise
    Garber, Carol Ewing
    Blissmer, Bryan
    Deschenes, Michael R.
    Franklin, Barry A.
    Lamonte, Michael J.
    Lee, I-Min
    Nieman, David C.
    Swain, David P.
    [J]. MEDICINE & SCIENCE IN SPORTS & EXERCISE, 2011, 43 (07) : 1334 - 1359
  • [6] Ghebreyesus, 2015, GLOBAL STRATEGY ACTI
  • [7] Television Viewing and Risk of Type 2 Diabetes, Cardiovascular Disease, and All-Cause Mortality A Meta-analysis
    Grontved, Anders
    Hu, Frank B.
    [J]. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2011, 305 (23): : 2448 - 2455
  • [8] Guthold R, 2018, LANCET GLOB HEALTH, V6, pE1077, DOI [10.1016/s2214-109x(18)30357-7, 10.1016/S2214-109X(18)30357-7]
  • [9] Determining Cardiorespiratory Fitness With Precision: Compendium of Findings From the FRIEND Registry
    Kaminsky, Leonard A.
    Myers, Jonathan
    Arena, Ross
    [J]. PROGRESS IN CARDIOVASCULAR DISEASES, 2019, 62 (01) : 76 - 82
  • [10] Reference Standards for Cardiorespiratory Fitness Measured With Cardiopulmonary Exercise Testing Using Cycle Ergometry: Data From the Fitness Registry and the Importance of Exercise National Database (FRIEND) Registry
    Kaminsky, Leonard A.
    Imboden, Mary T.
    Arena, Ross
    Myers, Jonathan
    [J]. MAYO CLINIC PROCEEDINGS, 2017, 92 (02) : 228 - 233