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From PERT to AI, high-risk PE care evolves


 

Evolving to follow-up care

As the PERT protocol led to better inpatient outcomes, the teams became more aware that discharged PE patients were struggling with mental health and other quality-of-life issues – symptoms that have been understudied, according to a protocol Dr. Tefera coauthored for a prospective observational study of psychological distress symptoms in PE survivors. By contrast, the protocol noted, these symptoms have been studied extensively in myocardial infarction and stroke patients (Res Pract Thromb Hemost. 2023. doi: 10.1016/j.rpth.2023.10045). Other studies have found that 35%-50% of patients reported mental health symptoms 3 months after PE (Chest. 2021;159:2428-38; Qual Life Res. 2019;28:2111-24).

“A lot of physicians have known it for quite some time, but it wasn’t really until the last couple of years that physicians started saying psychological stress is something that we need to quantify and that we need to actually treat, that we actually need to address,” Dr. Tefera said. That led Dr. Tefera and his Cleveland Clinic PERT colleagues to set up a follow-up clinic for PE patients.

At their follow-up visits, patients complete validated questionnaires about anxiety, depression, fear of recurrence, PE-specific quality of life, and posttraumatic stress disorder. “If they flag as positive, we give them a referral to an in-house psychologist,” he said. “One thing I can report is that patients absolutely, positively love this, because it’s something that they are all experiencing that a lot of physicians just aren’t addressing.”

Artificial intelligence emerges

At the University of Pittsburgh Medical Center, the PERT has started evaluating artificial intelligence to aid in PE diagnosis. Belinda Rivera-Lebron, MD, director of the acute and chronic embolism program at Pitt, explained that the AI protocol hasn’t been adopted yet, but the concept is to have a platform that’s compatible with the hospital system’s electronic medical record.

Belinda Rivera-Lebron, MD, MS, is an associate professor in pulmonology and critical care medicine and director of the acute and chronic embolism program at the University of Pittsburgh Medical Center. University of Pittsburgh

Dr. Belinda Rivera-Lebron

She described how AI would work once the PERT is activated. “Once the patient goes through the CT scanner, within 60 seconds of that scan being completed, the scan gets uploaded into the cloud and the app or the platform is able to tell you whether there is PE present or absent, and whether there is right ventricle dilation on that scan. This is even before you probably even think about opening up the computer to look at the scan, and even before radiology opens up the scan to read,” she said. “It’s so fast.”

The idea is to send the scans rapidly to the PERT. “It will send you a text, a notification on your phone that will tell you Mr. Smith is PE positive,” Dr. Rivera-Lebron said. “Then you open it and you are able to scroll through the CT scan in your phone. So, it’s really remarkable.”

Clinical trials worth watching

Meanwhile, a number of clinical trials have started to enroll patients, or will soon, that Dr. Rivera-Lebron said are worth paying attention to.

PEITHO-3 is a randomized, placebo-controlled trial with long-term follow-up comparing the efficacy of a reduced-dose alteplase regimen or standard heparin anticoagulation in patients with intermediate to high-risk PE (Thromb Haemost. 2022;122:867-66).

PEERLESS is a prospective randomized trial comparing mechanical thrombectomy and CDT (ClinicalTrials.gov identifier NCT05111613).

PE-Thrombus Removal with Catheter-directed Therapy (PE-TRACT) is an open-label Phase 3 trial comparing anticoagulation and CDT that’s not yet recruiting (ClinicalTrials.gov identifier NCT05591118).

FlowTriever for Acute Massive Pulmonary Embolism (FLAME) is a prospective cohort study evaluating a clot-retrieving device in high-risk PE patients (ClinicalTrials.gov identifier NCT04795167).

When completed and published, these trials could provide PERTs more evidence for their decision-making.

Dr. Ardeshna and Dr. Tefera have no relevant relationships to disclose. Dr. Rivera-Lebron disclosed relationships with INARI Catheter and Johnson & Johnson. Dr. Kabrhel disclosed relationships with Bristol Myers Squibb and Pfizer.

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