Abstract
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.
Similar content being viewed by others
References
Murea M, Geary RL, Davis RP, Moossavi S (2019) Vascular access for hemodialysis: a perpetual challenge. Semin Dial 32:527–534
Roca-Tey R, Ibeas J, Moreno T, Gruss E, Merino JL, Vallespin J, Hernan D, Arribas P, Spanish Multidisciplinary Vascular Access G (2018) Dialysis arteriovenous access monitoring and surveillance according to the 2017 Spanish guidelines. J Vasc Access 19:422–429
Schwarz C, Mitterbauer C, Boczula M, Maca T, Funovics M, Heinze G, Lorenz M, Kovarik J, Oberbauer R (2003) Flow monitoring: performance characteristics of ultrasound dilution versus color Doppler ultrasound compared with fistulography. Am J Kidney Dis 42:539–545
Malik J, Lomonte C, Meola M, de Bont C, Shahverdyan R, Rotmans JI, Saucy F, Jemcov T, Ibeas J (2021) The role of Doppler ultrasonography in vascular access surveillance-controversies continue. J Vasc Access 22:63–70
Colombo A, Provenzano M, Rivoli L, Donato C, Capria M, Leonardi G, Chiarella S, Andreucci M, Fuiano G, Bolignano D, Coppolino G (2020) Utility of blood flow/resistance index ratio (Q(x)) as a marker of stenosis and future thrombotic events in native arteriovenous fistulas. Front Surg 7:604347
Lok CE, Huber TS, Lee T, Shenoy S, Yevzlin AS, Abreo K, Allon M, Asif A, Astor BC, Glickman MH, Graham J, Moist LM, Rajan DK, Roberts C, Vachharajani TJ, Valentini RP, National KF (2020) KDOQI clinical practice guideline for vascular access: 2019 update. Am J Kidney Dis 75:S1–S164
Montinari MR, Minelli S (2019) The first 200 years of cardiac auscultation and future perspectives. J Multidiscip Healthc 12:183–189
Provenzano M, Jongs N, Vart P, Stefansson BV, Chertow GM, Langkilde AM, McMurray JJV, Correa-Rotter R, Rossing P, Sjostrom CD, Toto RD, Wheeler DC, Heerspink HJL, Committees D-CT and Investigators (2022) The kidney protective effects of the sodium-glucose cotransporter-2 inhibitor, dapagliflozin, are present in patients with CKD treated with mineralocorticoid receptor antagonists. Kidney Int Rep. https://doi.org/10.1016/j.ekir.2021.12.013
Campos RP, Chula DC, Perreto S, Riella MC, do Nascimento MM, (2008) Accuracy of physical examination and intra-access pressure in the detection of stenosis in hemodialysis arteriovenous fistula. Semin Dial. https://doi.org/10.1111/j.1525-139X.2007.00419.x
Malik J, Kudlicka J, Novakova L, Adamec J, Malikova H, Kavan J (2014) Surveillance of arteriovenous accesses with the use of duplex Doppler ultrasonography. J Vasc Access 15(Suppl 7):S28-32
Mansy HA, Hoxie SJ, Patel NH, Sandler RH (2005) Computerised analysis of auscultatory sounds associated with vascular patency of haemodialysis access. Med Biol Eng Comput 43:56–62
Sato T, Tsuji K, Kawashima N, Agishi T, Toma H (2006) Evaluation of blood access dysfunction based on a wavelet transform analysis of shunt murmurs. J Artif Organs 9:97–104
Malindretos P, Liaskos C, Bamidis P, Chryssogonidis I, Lasaridis A, Nikolaidis P (2014) Computer assisted sound analysis of arteriovenous fistula in hemodialysis patients. Int J Artif Organs 37:173–176
Sturiale A, Coppolino G, Loddo S, Criseo M, Campo S, Crasci E, Bolignano D, Nostro L, Teti D, Buemi M (2007) Effects of haemodialysis on circulating endothelial progenitor cell count. Blood Purif 25:242–251
Abreo K, Amin BM, Abreo AP (2019) Physical examination of the hemodialysis arteriovenous fistula to detect early dysfunction. J Vasc Access 20:7–11
Coentrao L, Faria B, Pestana M (2012) Physical examination of dysfunctional arteriovenous fistulae by non-interventionalists: a skill worth teaching. Nephrol Dial Transplant 27:1993–1996
Swarup S, Makaryus AN (2018) Digital stethoscope: technology update. Med Devices (Auckl) 11:29–36
Isaak A, Jorg L, Attigah N, Thalhammer C, Staub D, Aschwanden M, Richarz S (2023) Practical guide of vascular ultrasound in arteriovenous fistulae. Vasa 52:22–28
Manov JJ, Mohan PP, Vazquez-Padron R (2022) Arteriovenous fistulas for hemodialysis: brief review and current problems. J Vasc Access 23:839–846
Malik J, de Bont C, Valerianova A, Krupickova Z, Novakova L (2022) Arteriovenous hemodialysis access stenosis diagnosed by duplex Doppler ultrasonography: a review. Diagnostics (Basel). https://doi.org/10.3390/diagnostics12081979
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Presta, P., Carullo, N., Armeni, A. et al. Evaluation of arteriovenous fistula for hemodialysis with a new generation digital stethoscope: a pilot study. Int Urol Nephrol 56, 1763–1771 (2024). https://doi.org/10.1007/s11255-023-03895-5
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11255-023-03895-5