Real World Home Blood Pressure Variability in Over 56,000 Individuals With Nearly 17 Million Measurements

被引:21
作者
Kim, Kwang-il [1 ,2 ]
Nikzad, Nima [1 ]
Quer, Giorgio [1 ]
Wineinger, Nathan E. [1 ]
Vegreville, Matthieu [3 ]
Normand, Alexis [3 ]
Schmidt, Nicolas [4 ]
Topol, Eric J. [1 ,5 ]
Steinhubl, Steven [1 ,5 ]
机构
[1] Scripps Translat Sci Inst, La Jolla, CA 92037 USA
[2] Seoul Natl Univ, Bundang Hosp, Dept Internal Med, Seongnam, South Korea
[3] Nokia Hlth, Issy Les Moulineaux, France
[4] Nokia Hlth USA, Cambridge, MA USA
[5] Scripps Hlth, Div Cardiovasc Med, San Diego, CA 92037 USA
基金
美国国家卫生研究院;
关键词
blood pressure; blood pressure variability; big data; hypertension; mobile health; TO-VISIT VARIABILITY; CORONARY-HEART-DISEASE; EUROPEAN-SOCIETY; FINN-HOME; MORTALITY; HYPERTENSION; STROKE; OHASAMA; JAPAN;
D O I
10.1093/ajh/hpx221
中图分类号
R6 [外科学];
学科分类号
1002 ; 100210 ;
摘要
BACKGROUND Using the data from 56,365 individuals, from 185 countries, and a Nokia Health Wireless blood pressure (BP) monitor, we investigated real-world characteristics of BP variability (BPV). METHODS All included individuals self-measured and uploaded their BP using Bluetooth at least 20 times over a period of >= 1 month at a frequency and duration of their choosing. In total, 16,904,844 BP measurements were analyzed, with a median of 146 measurements per person (interquartile range [IQR] 73-321) over a median of 14 months (IQR 7-31). SD, coefficient of variation, maximum BP, and maximum minus minimum BP difference were all calculated as measures of BPV. RESULTS BPV showed a distinct pattern, influenced by season of year, day of week, and time of day. BPV index was higher in females compared with males (P < 0.001) and increased with age (P < 0.001). Compared to the weekend, the weekday BPV index was significantly higher, and this finding was more prominent in females (P = 0.001). In multivariate analysis, BPV index were significantly associated with age, gender, geographic location, and mean BP values. CONCLUSION Using the largest BP data set we are aware of, with the benefits and limitations of real-world measurement, we could show the pattern of BPV and provide reference values that may be helpful in understanding the nature of BPV as self-measurement at home becomes more common, and help guide individualized management.
引用
收藏
页码:566 / 573
页数:8
相关论文
共 23 条
  • [1] FEASIBILITY STUDY OF N-OF-1 TRIALS WITH BLOOD-PRESSURE SELF-MONITORING IN HYPERTENSION
    CHATELLIER, G
    DAY, M
    BOBRIE, G
    MENARD, J
    [J]. HYPERTENSION, 1995, 25 (02) : 294 - 301
  • [2] Visit-to-Visit Variability of Blood Pressure and Cardiovascular Disease and All-Cause Mortality A Systematic Review and Meta-Analysis
    Diaz, Keith M.
    Tanner, Rikki M.
    Falzon, Louise
    Levitan, Emily B.
    Reynolds, Kristi
    Shimbo, Daichi
    Muntner, Paul
    [J]. HYPERTENSION, 2014, 64 (05) : 965 - +
  • [3] Association of Systolic Blood Pressure Variability With Mortality, Coronary Heart Disease, Stroke, and Renal Disease
    Gosmanova, Elvira O.
    Mikkelsen, Margit K.
    Molnar, Miklos Z.
    Lu, Jun L.
    Yessayan, Lenar T.
    Kalantar-Zadeh, Kamyar
    Kovesdy, Csaba P.
    [J]. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2016, 68 (13) : 1375 - 1386
  • [4] Genome-wide association analyses using electronic health records identify new loci influencing blood pressure variation
    Hoffmann, Thomas J.
    Ehret, Georg B.
    Nandakumar, Priyanka
    Ranatunga, Dilrini
    Schaefer, Catherine
    Kwok, Pui-Yan
    Iribarren, Carlos
    Chakravarti, Aravinda
    Risch, Neil
    [J]. NATURE GENETICS, 2017, 49 (01) : 54 - 64
  • [5] Factors that affect blood pressure variability - A community-based study in Ohasama, Japan
    Imai, Y
    Aihara, A
    Ohkubo, T
    Nagai, K
    Tsuji, I
    Minami, N
    Satoh, H
    Hisamichi, S
    [J]. AMERICAN JOURNAL OF HYPERTENSION, 1997, 10 (11) : 1281 - 1289
  • [6] Prognostic Value of the Variability in Home-Measured Blood Pressure and Heart Rate The Finn-Home Study
    Johansson, Jouni K.
    Niiranen, Teemu J.
    Puukka, Pauli J.
    Jula, Antti M.
    [J]. HYPERTENSION, 2012, 59 (02) : 212 - +
  • [7] OUTCOME-DRIVEN REFERENCE FRAME FOR SELF-MEASURED HOME BLOOD PRESSURE VARIABILITY: INTERNATIONAL DATABASE OF HOME BLOOD PRESSURE IN RELATION TO CARDIOVASCULAR OUTCOME (IDHOCO)
    Juhanoja, Eeva
    Johansson, Jouni
    Thijs, Lutgarde
    Asayama, Kei
    Hozawa, Atsushi
    Ohkubo, Takayoshi
    Stergiou, George
    Tsuji, Ichiro
    Imai, Yutaka
    Jula, Antti
    Niiranen, Teemu
    Staessen, Jan
    [J]. JOURNAL OF HYPERTENSION, 2016, 34 : E36 - E36
  • [8] Big Data for cardiology: novel discovery?
    Mayer-Schoenberger, Viktor
    [J]. EUROPEAN HEART JOURNAL, 2016, 37 (12) : 996 - 1001
  • [9] Visit-to-Visit Variability of Blood Pressure and Coronary Heart Disease, Stroke, Heart Failure, and Mortality A Cohort Study
    Muntner, Paul
    Whittle, Jeff
    Lynch, Amy I.
    Colantonio, Lisandro D.
    Simpson, Lara M.
    Einhorn, Paula T.
    Levitan, Emily B.
    Whelton, Paul K.
    Cushman, William C.
    Louis, Gail T.
    Davis, Barry R.
    Oparil, Suzanne
    [J]. ANNALS OF INTERNAL MEDICINE, 2015, 163 (05) : 329 - U42
  • [10] The Relationship Between Visit-to-Visit Variability in Systolic Blood Pressure and All-Cause Mortality in the General Population Findings From NHANES III, 1988 to 1994
    Muntner, Paul
    Shimbo, Daichi
    Tonelli, Marcello
    Reynolds, Kristi
    Arnett, Donna K.
    Oparil, Suzanne
    [J]. HYPERTENSION, 2011, 57 (02) : 160 - 166