Literature DB >> 26697170

The unique heart sound signature of children with pulmonary artery hypertension.

Mohamed Elgendi1, Prashant Bobhate2, Shreepal Jain2, Long Guo2, Shine Kumar2, Jennifer Rutledge3, Yashu Coe3, Roger Zemp4, Dale Schuurmans5, Ian Adatia3.   

Abstract

We hypothesized that vibrations created by the pulmonary circulation would create sound like the vocal cords during speech and that subjects with pulmonary artery hypertension (PAH) might have a unique sound signature. We recorded heart sounds at the cardiac apex and the second left intercostal space (2LICS), using a digital stethoscope, from 27 subjects (12 males) with a median age of 7 years (range: 3 months-19 years) undergoing simultaneous cardiac catheterization. Thirteen subjects had mean pulmonary artery pressure (mPAp) < 25 mmHg (range: 8-24 mmHg). Fourteen subjects had mPAp ≥ 25 mmHg (range: 25-97 mmHg). We extracted the relative power of the frequency band, the entropy, and the energy of the sinusoid formants from the heart sounds. We applied linear discriminant analysis with leave-one-out cross validation to differentiate children with and without PAH. The significance of the results was determined with a t test and a rank-sum test. The entropy of the first sinusoid formant contained within an optimized window length of 2 seconds of the heart sounds recorded at the 2LICS was significantly lower in subjects with mPAp ≥ 25 mmHg relative to subjects with mPAp < 25 mmHg, with a sensitivity of 93% and specificity of 92%. The reduced entropy of the first sinusoid formant of the heart sounds in children with PAH suggests the existence of an organized pattern. The analysis of this pattern revealed a unique sound signature, which could be applied to a noninvasive method to diagnose PAH.

Entities:  

Keywords:  auscultation; congenital heart disease; language recognition; machine learning; pulmonary hypertension

Year:  2015        PMID: 26697170      PMCID: PMC4671737          DOI: 10.1086/683694

Source DB:  PubMed          Journal:  Pulm Circ        ISSN: 2045-8932            Impact factor:   3.017


  18 in total

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3.  Spectral analysis of the heart sounds in children with and without pulmonary artery hypertension.

Authors:  Mohamed Elgendi; Prashant Bobhate; Shreepal Jain; Long Guo; Jennifer Rutledge; Yashu Coe; Roger Zemp; Dale Schuurmans; Ian Adatia
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Review 5.  Definitions and diagnosis of pulmonary hypertension.

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6.  Survival in patients with idiopathic, familial, and anorexigen-associated pulmonary arterial hypertension in the modern management era.

Authors:  Marc Humbert; Olivier Sitbon; Ari Chaouat; Michèle Bertocchi; Gilbert Habib; Virginie Gressin; Azzedine Yaïci; Emmanuel Weitzenblum; Jean-François Cordier; François Chabot; Claire Dromer; Christophe Pison; Martine Reynaud-Gaubert; Alain Haloun; Marcel Laurent; Eric Hachulla; Vincent Cottin; Bruno Degano; Xavier Jaïs; David Montani; Rogério Souza; Gérald Simonneau
Journal:  Circulation       Date:  2010-06-28       Impact factor: 29.690

7.  Noninvasive diagnosis of pulmonary hypertension using heart sound analysis.

Authors:  Aaron Dennis; Andrew D Michaels; Patti Arand; Dan Ventura
Journal:  Comput Biol Med       Date:  2010-08-06       Impact factor: 4.589

8.  Time-domain analysis of heart sound intensity in children with and without pulmonary artery hypertension: a pilot study using a digital stethoscope.

Authors:  Mohamed Elgendi; Prashant Bobhate; Shreepal Jain; Jennifer Rutledge; James Y Coe; Roger Zemp; Dale Schuurmans; Ian Adatia
Journal:  Pulm Circ       Date:  2014-12       Impact factor: 3.017

9.  Primary pulmonary hypertension. A national prospective study.

Authors:  S Rich; D R Dantzker; S M Ayres; E H Bergofsky; B H Brundage; K M Detre; A P Fishman; R M Goldring; B M Groves; S K Koerner
Journal:  Ann Intern Med       Date:  1987-08       Impact factor: 25.391

10.  A new, simple, and accurate method for non-invasive estimation of pulmonary arterial pressure.

Authors:  J Xu; L-G Durand; P Pibarot
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  3 in total

1.  Acoustic diagnosis of pulmonary hypertension: automated speech- recognition-inspired classification algorithm outperforms physicians.

Authors:  Tarek Kaddoura; Karunakar Vadlamudi; Shine Kumar; Prashant Bobhate; Long Guo; Shreepal Jain; Mohamed Elgendi; James Y Coe; Daniel Kim; Dylan Taylor; Wayne Tymchak; Dale Schuurmans; Roger J Zemp; Ian Adatia
Journal:  Sci Rep       Date:  2016-09-09       Impact factor: 4.379

2.  The Voice of the Heart: Vowel-Like Sound in Pulmonary Artery Hypertension.

Authors:  Mohamed Elgendi; Prashant Bobhate; Shreepal Jain; Long Guo; Jennifer Rutledge; Yashu Coe; Roger Zemp; Dale Schuurmans; Ian Adatia
Journal:  Diseases       Date:  2018-04-13

3.  Identification of Pulmonary Hypertension Using Entropy Measure Analysis of Heart Sound Signal.

Authors:  Hong Tang; Yuanlin Jiang; Ting Li; Xinpei Wang
Journal:  Entropy (Basel)       Date:  2018-05-21       Impact factor: 2.524

  3 in total

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