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WithdrawnNCT06246045ASCENTUpdated Jan 23, 2025

Artificial Intelligence to StrategiCally Enhance Pulmonary Embolism Response Team Activation

An interventional study of Walking test in Pulmonary Embolism Subacute Massive, sponsored by University Hospitals Cleveland Medical Center. Withdrawn at 1 site in United States. Open to participants aged 18 Years to 99 Years, including healthy volunteers. Per ClinicalTrials.gov, last updated 2025-01-23.

Sponsored by University Hospitals Cleveland Medical Center · Not applicable, Interventional, and Treatment

Why this study was withdrawn
IRB Closed
Phase
Not applicable
Study type
Interventional
Enrollment
0
Allocation
Randomized
Ages
18 Years to 99 Years
Sex
All
01

Study summary

Pulmonary embolism (PE) remains a high mortality and morbidity disease state. The investigators have previously shown that use of a Pulmonary Embolism Response Team (PERT) can improve overall readmission, bleeding, and mortality outcomes. Unfortunately, PERT may still be underutilized from a national standpoint and may not be readily available in underserved areas.

The use of artificial intelligence (AI) may help streamline and systematically ensure unbiased mechanism for activation of PERT for discussion of patients with siginficant clot burden and hemodynamic abnormalities. AI algorithms have been FDA approved for use of triage of the PE patient. The institutional PERT program will adapt the use of an AI algorithm for activation as routine care; the efficiency of activation will be compared to our retrospective historical comparison for efficiency and appropriateness of activation.

The active phase of the study is designed to further differentiate between patients who are considered to be intermediate-high risk category but yet do not clearly qualify for invasive therapy (catheter-directed therapy, systemic thrombolysis, or invasive hemodynamic support). These patients will undergo walking test to further understand noninvasive hemodynamic compromise and undergo 2:1 randomization to early-invasive strategy versus mtranditional medical therapy.

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Conditions studied

  • Pulmonary Embolism Subacute Massive

Keywords

  • PERT
  • Artificial Intelligence
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In context

Lead sponsor

University Hospitals Cleveland Medical Center is the lead sponsor of 293 studies on the registry; 43 are open to participants now.

Of its 35 completed or terminated interventional studies of FDA-regulated products, 30 (86%) have results posted.

Counted across the registry records on this site, refreshed daily.

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Who can participate

Ages eligible
18 Years to 99 Years
Sexes eligible
All
Accepts healthy volunteers
Yes

Go through the criteria one by one — yes, no or not sure — and take the list to your doctor or the study team. Kept in this browser only.

Inclusion criteria

  • Patients obtaining a CT at University Hospitals found to have a pulmonary embolism with evidence of right ventricular strain (RV:LV > 0.9) along with an abnormal vital sign (HR > 110 bpm, RR > 30/min, SBP \< 100 mmHg, or O2 saturation \< 90%)
  • Patients undergoing PERT discussion as deemed appropriate by the provider

Exclusion criteria

Exclusion Criteria:

  • Age \<18
  • Pregnant patients. Women of childbearing age will be asked if they are pregnant before enrollment. No formal pregnancy test will be performed as a part of this study. If a patient does require invasive intervention, as part of the routine procedure for cardiac catheterization laboratory, women of childbearing age will either undergo pregnancy testing or opt-out per their own discretion
  • Patients unable to perform 6MWT (e.g., lack of one or both legs) will not be included in the randomization. They will be included in the observation for routine treatment
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Study design

Phase
Not applicable
Primary purpose
Treatment
Allocation
Randomized
Intervention model
Parallel assignment
Masking
None (open label)
Enrollment
0 participants (actual)

Study arms

  • Experimental
    Early-Invasive Strategy

    Patients who do not clearly qualify for early intervention (including catheter-directed therapies, systemic thrombolysis, or invasive hemodynamic support) based on assessment by PERT members, will undergo walk testing on the first day of admission. If the subject meets criteria based on pre-specified hemodynamic changes, then the patient will be randomized in a 2:1 fashion to early invasive strategy with catheter-directed therapies as treatment arm.

    Diagnostic Test: Walking test

  • Active comparator
    Traditional Medical Therapy

    Patients who do not clearly qualify for early intervention (including catheter-directed therapies, systemic thrombolysis, or invasive hemodynamic support) based on assessment by PERT members, will undergo walk testing on the first day of admission. If the subject meets criteria based on pre-specified hemodynamic changes, then the patient will be randomized (2:1, treatment to control) to traditional routine care with medical therapy.

    Diagnostic Test: Walking test

Interventions

  • Diagnostic testWalking test

    PERT will be activated by AI algorithm. As a result of the discussion, patients will either be determined to be appropriate for immediate invasive strategy versus watchful waiting depending on whether high-risk PE criteria are met. For those in the intermediate-high risk category, there remains ambiguity on timing and appropriateness of invasive intervention. On day 1 of admission, patients will undergo a walking test evaluating for abnormalities in heart rate, heart rate recovery, and oxygen need. If criteria is met, patients will be randomized in a 2:1 fashion (treatment versus control) to evaluate use of early-invasive strategy.

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What researchers measure

Primary outcomes

  1. Time-to-activation

    Activation of PERT from time of CT scan to call; compared to historical control

    Time frame: 3 days

Secondary outcomes

  1. Length of stay

    Total length of hospital stay

    Time frame: 30 days

  2. 6-minute walk test (6MWT)

    The distance (meter) and walking speed (meter per seconds) in a 6-minute walk test.

    Time frame: 6 minutes

  3. Change in quality of life as measured by PEmb QoL

    PEmb-QoL summary score (0-100, higher score indicate worse outcome)

    Time frame: Baseline, 30 days, 90 days

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Study locations

1 site
  • University Hospitals Cleveland Medical Center
    Cleveland, Ohio 44416, United States
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References and documents

Publications

  • Lacey MJ, Hammad TA, Parikh M, Tefera L, Sharma P, Kahl R, Zemko A, Li J, Carman T, Schilz R, Shishehbor MH. Prospective Experience of Pulmonary Embolism Management and Outcomes. J Invasive Cardiol. 2021 Mar;33(3):E173-E180. Epub 2021 Feb 11. PubMed 33570502 ↗
  • Parikh M, Chahine NM, Hammad TA, Tefera L, Li J, Carman T, Schilz R, Shishehbor MH. Predictors and potential advantages of PERT and advanced therapy use in acute pulmonary embolism. Catheter Cardiovasc Interv. 2021 Jun 1;97(7):1430-1437. doi: 10.1002/ccd.29697. Epub 2021 Apr 12. PubMed 33844438 ↗

Individual participant data

Plan to share: No

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Updates

Tracking since Sep 25, 2026
No changes since tracking began. The registry record was last updated on Jan 23, 2025, before this site started recording changes on Sep 25, 2026. Its history is on ClinicalTrials.gov ↗
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Registry details

Key details

Study ID
NCT06246045
Collaborators
Inari Medical
Responsible party
Sponsor
First posted
Feb 7, 2024
Start date
Jan 1, 2025 (estimated)
Primary completion
Jan 1, 2026 (estimated)
Completion
Jan 1, 2026 (estimated)
Last update
Jan 23, 2025

Study contacts

Jun Li, MD
principal investigator · University Hospitals

Oversight

Data monitoring committee
No
FDA-regulated drug
No
FDA-regulated device
Yes
View the source record on ClinicalTrials.gov ↗

Not currently enrolling

This study is withdrawn, as verified in Jan 2025. You cannot join it, but the record below documents what was studied.

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