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A study to predict the future of a shunt from its sound after surgery

Prediction of Future Shunt Function Using Machine Learning-Based Acoustic Analysis of Shunt Sounds - Predicting Shunt Outcomes from Postoperative Sounds

Status
Recruiting
Phases
Unknown
Study type
Observational
Source
JPRN
Registry ID
JPRN-jRCT1032250342
Enrollment
200
Registered
2025-09-05
Start date
2025-09-05
Completion date
Unknown
Last updated
2026-06-29

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Chronic Kidney Disease, End-stage Renal Disease Renal Failure / Kidney Failure, Chronic Kidney Disease, CKD, Acute Kidney Injury / Acute Renal Failure, Hemodialysis

Interventions

None listed

Sponsors

Yoshida Shun
Lead Sponsor

Eligibility

Inclusion criteria

Inclusion criteria: Patients who meet all of the following criteria will be included: 1. Patients aged 18 years or older with chronic kidney disease or end-stage renal disease (including cases of end-stage renal disease due to acute kidney injury) who undergo shunt creation surgery at each study site between the date of approval by the head of the institution and March 2028. 2. Patients who are able to attend follow-up visits at their respective study sites after enrollment. 3. Patients from whom written informed consent to participate in this study can be obtained.

Exclusion criteria

Exclusion criteria: Patients who meet any of the following criteria will be excluded: 1. Patients scheduled for reoperation within one week of surgery due to acute postoperative shunt stenosis or occlusion. 2. Patients who are otherwise deemed unsuitable for participation by the investigator.

Design outcomes

Primary

MeasureTime frame
Correlation between early postoperative shunt sounds and shunt blood flow volume (brachial artery flow) at 6 weeks post-surgery. Time to the onset of shunt dysfunction

Secondary

MeasureTime frame
Presence or absence of shunt maturation (defined as Flow Volume > 600 ml/min in the brachial artery) at 6 weeks post-surgery. Presence or absence of FV > 400 ml/min or Resistive Index 400 ml/min or RI < 0.6 at 6 months and 1 year post-surgery. Correlation with shunt blood flow at 6 months and 1 year post-surgery. Presence or absence of shunt dysfunction at 6 months and 1 year post-surgery.

Contacts

Public ContactShun Yoshida

University of Yamanashi Hospital

yoshidas@yamanashi.ac.jp+81-55-273-2288

Outcome results

None listed

Source: JPRN (via WHO ICTRP) · Data processed: Jul 3, 2026