Literature DB >> 33510428

Synthetic photoplethysmography (PPG) of the radial artery through parallelized Monte Carlo and its correlation to body mass index (BMI).

Tananant Boonya-Ananta1, Andres J Rodriguez1, Ajmal Ajmal1, Vinh Nguyen Du Le1, Anders K Hansen2, Joshua D Hutcheson1, Jessica C Ramella-Roman3,4.   

Abstract

Cardiovascular disease is one of the leading causes of death in the United States and obesity significantly increases the risk of cardiovascular disease. The measurement of blood pressure (BP) is critical in monitoring and managing cardiovascular disease hence new wearable devices are being developed to make BP more accessible to physicians and patients. Several wearables utilize photoplethysmography from the wrist vasculature to derive BP assessment although many of these devices are still at the experimental stage. With the ultimate goal of supporting instrument development, we have developed a model of the photoplethysmographic waveform derived from the radial artery at the volar surface of the wrist. To do so we have utilized the relation between vessel biomechanics through Finite Element Method and Monte Carlo light transport model. The model shows similar features to that seen in PPG waveform captured using an off the shelf device. We observe the influence of body mass index on the PPG signal. A degradation the PPG signal of up to 40% in AC to DC signal ratio was thus observed.

Entities:  

Year:  2021        PMID: 33510428     DOI: 10.1038/s41598-021-82124-4

Source DB:  PubMed          Journal:  Sci Rep        ISSN: 2045-2322            Impact factor:   4.379


  34 in total

Review 1.  Obesity and the skin: skin physiology and skin manifestations of obesity.

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Journal:  J Am Acad Dermatol       Date:  2007-06       Impact factor: 11.527

2.  Impact of obesity on 24-hour ambulatory blood pressure and hypertension.

Authors:  Vasilios Kotsis; Stella Stabouli; Marshall Bouldin; Annette Low; Savvas Toumanidis; Nikos Zakopoulos
Journal:  Hypertension       Date:  2005-02-21       Impact factor: 10.190

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Authors:  Kamali Willett; Rui Jiang; Elizabeth Lenart; Donna Spiegelman; Walter Willett
Journal:  Obesity (Silver Spring)       Date:  2006-03       Impact factor: 5.002

4.  A comparison of the Slaughter skinfold-thickness equations and BMI in predicting body fatness and cardiovascular disease risk factor levels in children.

Authors:  David S Freedman; Mary Horlick; Gerald S Berenson
Journal:  Am J Clin Nutr       Date:  2013-10-23       Impact factor: 7.045

5.  Oscillometric brachial mean artery pressures are higher than intra-radial mean artery pressures in intensive care unit patients receiving norepinephrine.

Authors:  M Pytte; K Dybwik; J Sexton; B Straume; E Waage Nielsen
Journal:  Acta Anaesthesiol Scand       Date:  2006-07       Impact factor: 2.105

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Authors:  J S Garrow; J Webster
Journal:  Int J Obes       Date:  1985

7.  Estimates of excess deaths associated with body mass index and other anthropometric variables.

Authors:  Katherine M Flegal; Barry I Graubard
Journal:  Am J Clin Nutr       Date:  2009-02-03       Impact factor: 7.045

Review 8.  Nocturnal Hypertension: New Technology and Evidence.

Authors:  Kazuomi Kario
Journal:  Hypertension       Date:  2018-04-30       Impact factor: 10.190

9.  Obesity and Subtypes of Incident Cardiovascular Disease.

Authors:  Chiadi E Ndumele; Kunihiro Matsushita; Mariana Lazo; Natalie Bello; Roger S Blumenthal; Gary Gerstenblith; Vijay Nambi; Christie M Ballantyne; Scott D Solomon; Elizabeth Selvin; Aaron R Folsom; Josef Coresh
Journal:  J Am Heart Assoc       Date:  2016-07-28       Impact factor: 5.501

10.  High Blood Pressure and All-Cause and Cardiovascular Disease Mortalities in Community-Dwelling Older Adults.

Authors:  Chen-Yi Wu; Hsiao-Yun Hu; Yiing-Jenq Chou; Nicole Huang; Yi-Chang Chou; Chung-Pin Li
Journal:  Medicine (Baltimore)       Date:  2015-11       Impact factor: 1.817

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  8 in total

1.  Monte Carlo analysis of optical heart rate sensors in commercial wearables: the effect of skin tone and obesity on the photoplethysmography (PPG) signal.

Authors:  Tananant Boonya-Ananta; Andres J Rodriguez; V N Du Le; Jessica C Ramella-Roman
Journal:  Biomed Opt Express       Date:  2021-11-10       Impact factor: 3.732

2.  Skin colour affects the accuracy of medical oxygen sensors.

Authors:  Matthew D Keller; Brandon Harrison-Smith; Chetan Patil; Mohammed Shahriar Arefin
Journal:  Nature       Date:  2022-10       Impact factor: 69.504

Review 3.  Sources of Inaccuracy in Photoplethysmography for Continuous Cardiovascular Monitoring.

Authors:  Jesse Fine; Kimberly L Branan; Andres J Rodriguez; Tananant Boonya-Ananta; Jessica C Ramella-Roman; Michael J McShane; Gerard L Coté
Journal:  Biosensors (Basel)       Date:  2021-04-16

4.  Cuffless Blood Pressure Estimation Based on Monte Carlo Simulation Using Photoplethysmography Signals.

Authors:  Chowdhury Azimul Haque; Tae-Ho Kwon; Ki-Doo Kim
Journal:  Sensors (Basel)       Date:  2022-02-04       Impact factor: 3.576

5.  Monte Carlo method for assessment of a multimodal insertable biosensor.

Authors:  Jesse Fine; Michael J McShane; Gerard L Coté
Journal:  J Biomed Opt       Date:  2022-05       Impact factor: 3.758

6.  An Arterial Compliance Sensor for Cuffless Blood Pressure Estimation Based on Piezoelectric and Optical Signals.

Authors:  Cheng-Yan Guo; Hao-Ching Chang; Kuan-Jen Wang; Tung-Li Hsieh
Journal:  Micromachines (Basel)       Date:  2022-08-16       Impact factor: 3.523

7.  A Computational Modeling and Simulation Workflow to Investigate the Impact of Patient-Specific and Device Factors on Hemodynamic Measurements from Non-Invasive Photoplethysmography.

Authors:  Jesse Fine; Michael J McShane; Gerard L Coté; Christopher G Scully
Journal:  Biosensors (Basel)       Date:  2022-08-04

8.  A Data-Driven Model with Feedback Calibration Embedded Blood Pressure Estimator Using Reflective Photoplethysmography.

Authors:  Jia-Wei Chen; Hsin-Kai Huang; Yu-Ting Fang; Yen-Ting Lin; Shih-Zhang Li; Bo-Wei Chen; Yu-Chun Lo; Po-Chuan Chen; Ching-Fu Wang; You-Yin Chen
Journal:  Sensors (Basel)       Date:  2022-02-27       Impact factor: 3.576

  8 in total

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