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Evaluation of arteriovenous fistula for hemodialysis with a new generation digital stethoscope: a pilot study
Pierangela Presta1, Nazareno Carullo1, Annarita Armeni2
1Department of Health Sciences, Renal Unit, "Magna Græcia" University of Catanzaro, Viale Europa-Germaneto, 88100, Catanzaro, Italy.
Insights
Digital stethoscopes objectively detect arteriovenous fistula (AVF) stenosis in hemodialysis patients. Sound analysis accurately identifies stenosis, offering a faster monitoring method.
Area of Science:
- Nephrology
- Biomedical Engineering
- Medical Devices
Background:
- Arteriovenous fistula (AVF) stenosis is a common complication in hemodialysis, often leading to thrombotic events and loss of function.
- Traditional AVF auscultation is subjective and operator-dependent.
- New digital stethoscopes offer objective sound recording and analysis for improved diagnostic capabilities.
Purpose of the Study:
- To analyze AVF sounds using a digital stethoscope and dedicated software.
- To investigate the potential for an objective method to detect AVF stenosis.
- To evaluate the diagnostic capacity of quantitative sound variables.
Main Methods:
- 64 chronic hemodialysis patients were screened; 48 were eligible for analysis.
- Digital stethoscope (3M™ Littmann® CORE) recorded AVF sounds at standardized sites.
- Sound analysis software quantified amplitude and frequency variables.
- A pragmatic trial assessed the usefulness for trainees after brief auscultatory training.
Main Results:
- Sound components showed significant diagnostic capacity for stenosis detection.
- Average power AUC was 0.872; mean normalized frequency AUC was 0.822.
- Trainee clinicians achieved 78.12% accuracy in identifying stenosis/normal AVF sounds after training.
Conclusions:
- Digital stethoscope sound wave analysis can differentiate between stenotic and non-stenotic AVFs.
- Standardization and deep learning integration could create an objective, rapid AVF monitoring tool.
- This technology holds promise for frequent and objective AVF surveillance.
Background And Aims:
The management of complications of arteriovenous fistula (AVF) for hemodialysis, principally stenosis, remains a major challenge for clinicians with a substantial impact on health resources. Stenosis not infrequently preludes to thrombotic events with the loss of AVF functionality. A functioning AVF, when listened by a stethoscope, has a continuous systolic-diastolic low-frequency murmur, while with stenosis, the frequency of the murmur increases and the duration of diastolic component decreases, disappearing in severe stenosis. These evidences are strictly subjective and dependent from operator skill and experience. New generation digital stethoscopes are able to record sound and subsequently dedicated software allows to extract quantitative variables that characterize the sound in an absolutely objective and repeatable way. The aim of our study was to analyze with an appropriate software sounds from AVFs taken by a commercial digital stethoscope and to investigate the potentiality to develop an objective way to detect stenosis.
Methods:
Between September 2022 and January 2023, 64 chronic hemodialysis (HD) patients were screened by two blinded experienced examiners for recognized criteria for stenosis by Doppler ultrasound (DUS) and, consequently, the sound coming from the AVFs using a 3 M™ Littmann® CORE Digital Stethoscope 8570 in standardized sites was recorded. The sound waves were transformed into quantitative variables (amplitude and frequency) using a sound analysis software. The practical usefulness of the core digital stethoscope for a quick identification of an AVF stenosis was further evaluated through a pragmatic trial. Eight young nephrologist trainees underwent a simple auscultatory training consisting of two sessions of sound auscultation focusing two times on a "normal" AVF sound by placing the digital stethoscope on a convenience site of a functional AVF.
Results:
In 48 patients eligible, all sound components displayed, alone, a remarkable diagnostic capacity. More in detail, the AUC of the average power was 0.872 [95% CI 0.729-0.951], while that of the mean normalized frequency was 0.822 [95% 0.656-0.930]. From a total of 32 auscultations (eight different block sequences, each one comprising four auscultations), the young clinicians were able to identify the correct sound (stenosis/normal AVF) in 25 cases, corresponding to an overall accuracy of 78.12% (95% CI 60.03-90.72%).
Conclusions:
The analysis of sound waves by a digital stethoscope permitted us to distinguish between stenotic and no stenotic AVFs. The standardization of this technique and the introducing of data in a deep learning algorithm could allow an objective and fast method for a frequent monitoring of AVF.
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