The spectral analysis of photoplethysmography to evaluate an independent cardiovascular risk factor

被引:12
|
作者
Gandhi, Pratiksha G. [1 ]
Rao, Gundu H. R. [2 ]
机构
[1] IPC Heart Care Ctr, Mumbai, Maharashtra, India
[2] Univ Minnesota, Minneapolis, MN 55455 USA
来源
INTERNATIONAL JOURNAL OF GENERAL MEDICINE | 2014年 / 7卷
关键词
coronary artery disease; PTG spectral analysis; PTGi; PTGVLFi; PTGr; PTG CVD score;
D O I
10.2147/IJGM.S70892
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: In this study, we evaluate homeostatic markers correlated to autonomic nervous and endothelial functions in a population of coronary artery disease (CAD) patients versus a control group. Since CAD is the highest risk marker for sudden cardiac death, the study objective is to determine whether an independent cardiovascular risk score based on these markers can be used alongside known conventional cardiovascular risk markers to strengthen the understanding of a patient's vascular state. Materials and methods: Sixty-five subjects (13 women) with a mean age of 62.9 years (range 40-80 years) who were diagnosed with CAD using coronary angiography (group 1) and seventy-two subjects (29 women) with a mean age of 45.1 years (range 18-85 years) who claimed they were healthy (group 2) were included in the study. These subjects underwent examination with the TM-Oxi and SudoPath systems at IPC Heart Care Centers in Mumbai, India. The TM-Oxi system takes measurements from a blood pressure device and a pulse oximeter. The SudoPath measures galvanic skin response to assess the sudomotor pathway function. Spectral analysis of the photoplethysmograph (PTG) waveform and electrochemical galvanic skin response allow the TM-Oxi and SudoPath systems to calculate several homeostatic markers, such as the PTG index (PTGi), PTG very low frequency index (PTGVLFi), and PTG ratio (PTGr). The focus of this study was to evaluate these markers (PTGi, PTGVLFi, and PTGr) in CAD patients against a control group, and to calculate an independent cardiovascular risk factor score: the PTG cardiovascular disease risk score (PTG CVD), calculated solely from these markers. We compared PTGi, PTGVLFi, PTGr, and PTG CVD scores between the CAD patient group and the healthy control group. Statistical analyses were performed using receiver operating characteristic curves to determine the specificity and sensitivity of the markers to detect CAD at optimal cutoff values for PTGi, PTGVLFi, PTGr, and PTG CVD. In addition, correlation analyses between these markers and conventional autonomic nervous system and endothelial function markers were performed to understand the possible underlying physiological sources of the differences observed in marker values between CAD patients and healthy control patients. Additionally, t-tests were performed between two subgroups of the CAD patient group to determine whether diabetic or coronary artery bypass grafting (CABG) patients have significantly different PTGi marker values. Results: Each spectral analysis PTG marker yielded a high specificity and sensitivity to detect CAD. Most notably, the PTG CVD score had a sensitivity of 82.5% and specificity of 96.8%, at a cutoff of 2, when used to detect CAD (P=0.0001; area under the receiver operating characteristic curve =0.967). The PTG spectral analysis markers were well-correlated to other autonomic nervous system and endothelial function markers. CAD diabetic patients (n=27) had a lower PTGi value compared with the CAD non-diabetic patients (n=38): and patients that underwent CABG (n=18) had a higher PTGi value compared with the CAD without CABG surgery patients (n=47). Conclusion: The spectral analysis of the photoplethysmography method is noninvasive, fast, operator-independent, and cost-effective, as only an oximeter and galvanic skin response device are required in order to assess in a single testing the autonomic nervous system and endothelial function. The spectral analysis techniques used on the photoplethysmogram, as outlined in this study, could be useful when used alongside conventional known cardiovascular disease risk markers.
引用
收藏
页码:539 / 547
页数:9
相关论文
共 50 条
  • [1] Heart rate:: an independent risk factor in cardiovascular disease
    Hjalmarson, Ake
    EUROPEAN HEART JOURNAL SUPPLEMENTS, 2007, 9 (0F) : F3 - F7
  • [2] Is South Asian ethnicity an independent cardiovascular risk factor?
    Gupta, M
    Brister, S
    CANADIAN JOURNAL OF CARDIOLOGY, 2006, 22 (03) : 193 - 197
  • [3] Sleep obstructive apnoea syndrome as an independent cardiovascular risk factor
    Bolotova, M. N.
    Golitsyn, P. V.
    Kolos, I. P.
    Litvin, A. Yu.
    Chazova, I. E.
    CARDIOVASCULAR THERAPY AND PREVENTION, 2009, 8 (05): : 103 - 112
  • [4] Erectile Dysfunction Predicts Cardiovascular Events as an Independent Risk Factor: A Systematic Review and Meta-Analysis
    Zhao, Binghao
    Hong, Zhengdong
    Wei, Yiping
    Yu, Dongliang
    Xu, Jianjun
    Zhang, Wenxiong
    JOURNAL OF SEXUAL MEDICINE, 2019, 16 (07) : 1005 - 1017
  • [5] Visceral Fat Level Is an Independent Risk Factor for Cardiovascular Mortality in Hemodialysis Patients
    Okamoto, Takayuki
    Morimoto, Satoshi
    Ikenoue, Tatsuyoshi
    Furumatsu, Yoshiyuki
    Ichihara, Atsuhiro
    AMERICAN JOURNAL OF NEPHROLOGY, 2014, 39 (02) : 122 - 129
  • [6] Elevated resting heart rate is an independent risk factor for cardiovascular disease in healthy men and women
    Cooney, Marie Therese
    Vartiainen, Erkki
    Laakitainen, Tinna
    Juolevi, Anne
    Dudina, Alexandra
    Graham, Ian M.
    AMERICAN HEART JOURNAL, 2010, 159 (04) : 612 - U134
  • [7] Exercise capacity as an independent risk factor for adverse cardiovascular outcomes among nondiabetic and diabetic patients
    Pierre-Louis, Bredy
    Guddati, Achuta K.
    Syed, Muhammed Khyzar Hayat
    Gorospe, Vanessa E.
    Manguerra, Mark
    Bagchi, Chaitali
    Aronow, Wilbert S.
    Ahn, Chul
    ARCHIVES OF MEDICAL SCIENCE, 2014, 10 (01) : 25 - 32
  • [8] Chemerin as an independent predictor of cardiovascular event risk
    Inci, Sinan
    Aksan, Gokhan
    Dogan, Pinar
    THERAPEUTIC ADVANCES IN ENDOCRINOLOGY AND METABOLISM, 2016, 7 (02) : 57 - 68
  • [9] Reduced high-molecular-weight adiponectin is an independent risk factor for cardiovascular lesions in hypercholesterolaemic patients
    Wang, Wenqing
    Xing, Wenjuan
    Zhang, Haifeng
    Ding, Mingge
    Shang, Lei
    Lau, Wayne Bond
    Wang, Xiaoming
    Li, Rong
    CLINICAL ENDOCRINOLOGY, 2013, 78 (04) : 539 - 544
  • [10] Heart rate as cardiovascular risk factor
    Seravalle, Gino
    Grassi, Guido
    POSTGRADUATE MEDICINE, 2020, 132 (04) : 358 - 367