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uSINE-PAMS Artificial Intelligence Driven, Ultrasound-Guided Lumbar Puncture to Improve Procedural Accuracy

uSINE-PAMS Artificial Intelligence Driven, Ultrasound-Guided Lumbar Puncture to Improve Procedural Accuracy

Status
Recruiting
Phases
NA
Study type
Interventional
Source
ClinicalTrials.gov
Registry ID
NCT05824546
Enrollment
50
Registered
2023-04-21
Start date
2023-05-26
Completion date
2024-07-31
Last updated
2024-05-16

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

Conditions

Lumbar Puncture, Ultrasound Therapy

Brief summary

This study aims to test the effectiveness of uSINE-PAMS technology for lumbar puncture compared to traditional landmark-based technique. uSINE is a machine-learning software designed to aid the operators in ultrasound-guided lumbar puncture while PAMS is a two-part hardware to translate data from ultrasound to accurate needle insertion and angulation.

Detailed description

Lumbar puncture (LP) is a routine invasive procedure performed for the diagnosis and treatment of central nervous system disorders. The traditional landmark-based method is associated with a high failure rate of up to 50%, leading to complications including back pain and epidural hematoma, diagnostic delay, and increased healthcare costs. The success rate has been improved with ultrasound guided LP but the use of ultrasound-guided LP has not been widespread due to inadequate training in ultrasound use and the inability to translate information derived from ultrasonography to the LP procedure. uSINE-PAMS was designed to address these challenges: uSINE is a machine-learning software to aid the operators in ultrasound-guided LP; PAMS is a two-part hardware to translate data from ultrasound to accurate needle insertion and angulation. This study consists of a pilot phase to test the usability of uSINE-PAMs and allow for improvement in technology and clinical workflow for uSINE-PAMS. In the pilot phase, experienced NNI clinicians who have participated in a previous healthy volunteer study and have been trained to use uSINE will be the operators performing the uSINE-PAMS-guided lumbar puncture. During and upon completion of the study, challenges in the use of uSINE and PAMS to conduct LP as well as in the implementation of uSINE-PAMS in the clinical workflow will be determined and addressed prior to the main study, open-label single-arm phase 2 clinical trial. Ten patients will be recruited in this pilot phase. Following the pilot phase, an open-label single-arm phase 2 clinical trial to test the effectiveness of uSINE-PAMS-guided LP against historical data of 55% from traditional landmark-based method. 50 patients who are planned for LP will be recruited to undergo LP using the uSINE-PAMS-guided technique. The overall hypothesis is that uSINE-PAMS-guided LP will achieve at least 20% improvement in first pass success rate of obtaining cerebrospinal fluid compared to historical data of 55% from traditional landmark-based technique, therefore leading to reduction in complication rates.

Interventions

PROCEDUREIntervention Arm (uSINE-PAMS-technique)

Patients will be lying in a lateral recumbent position and in a fetal position with the neck, back and limbs held in flexion. L3-L4 inter-vertebral space will be identified by palpation of external landmarks of the patients' iliac crests and spinous process of lumbar vertebrae L3, L4 and L5 and confirmed using uSINE-integrated ultrasound. The angle of needle during needle advancement will also be determined using the uSINE-integrated ultrasound. Markings on the patients' skin surface will be made using PAMS (non-sterile component) to enable relocation of the site and angle of the needle entry. Patients' back will be cleaned and draped using aseptic technique. Next, local anaesthesia is infiltrated into the previously identified needle entry site before the LP needle is inserted with location and angulation according to PAMS (sterile component) guidance.

Sponsors

HiCura Medical Pte Ltd
CollaboratorUNKNOWN
National Neuroscience Institute
Lead SponsorOTHER

Study design

Allocation
NA
Intervention model
SINGLE_GROUP
Primary purpose
DIAGNOSTIC
Masking
NONE

Eligibility

Sex/Gender
ALL
Age
21 Years to 105 Years
Healthy volunteers
No

Inclusion criteria

* Patients planned for lumbar puncture as part of their clinical care * 21 years of age or older * Able to provide informed consent

Exclusion criteria

* Allergy to ultrasound gel * Previous lumbar spinal instrumentation * Patients with suspected spinal epidural abscess or any other infection at the potential site of needle entry on the back * Possible raised intracranial pressure with risk of cerebral herniation, including presence of obstructive hydrocephalus, intracranial space-occupying lesion and cerebral edema * Presence of significant thrombocytopenia (platelet \<40k) or other bleeding diathesis; patients on antiplatelet and/or anticoagulation may be included if their antiplatelet and/or anticoagulation can be and are stopped for an adequate duration prior to lumbar puncture according to the institution guidelines.

Design outcomes

Primary

MeasureTime frameDescription
First pass success rate of obtaining CSF using uSINE-PAMS-guided technique against the traditional landmark-based method of 55%.technique against the traditional landmark-based method of 55%.During procedureFirst pass is defined as the first LP attempt without withdrawing the LP needle out of the skin.

Secondary

MeasureTime frameDescription
Number of needle redirections using uSINE-PAMS-guided technique.During procedureNeedle redirection is defined as the number of times the LP needle was repositioned to obtain the CSF without withdrawing out of the skin.
Rate of traumatic LP using uSINE-PAMS-guided technique.1 hour after procedureTraumatic LP is defined as needle-induced blood (\>5 red blood cells/ul) in the cerebrospinal fluid; Cases where red blood cells are expected in the cerebrospinal fluid will be excluded from this analysis.
Pain score from LP using uSINE-PAMS-guided technique.Immediately after procedurePain score will be assessed using the Universal Pain Assessment Tool which has a scale of 0-10, with 0 being no pain and 10 being Worst Pain Possible.
Rate of back pain that develops within 24 hours of the LP using uSINE-PAMS-guided technique.Approximately 24 hours after procedurePain score will be assessed using the Universal Pain Assessment Tool which has a scale of 0-10, with 0 being no pain and 10 being Worst Pain Possible.

Other

MeasureTime frameDescription
Rate of serious complications from LP using uSINE-PAMS-guided technique.Within 1 week of procedureSerious complications include spinal hematoma, subdural hematoma, central nervous system infection and headaches requiring hospitalizations
Influence of BMI on the success or failure of the uSINE-PAMS-guided LP.within 1 week of procedure

Countries

Singapore

Contacts

Primary ContactXuling Lin, MBBS
lin.xu.ling@singhealth.com.sg63577153

Outcome results

None listed

Source: ClinicalTrials.gov · Data processed: Feb 4, 2026