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Prognostic Value of 2026 AHA/ACC Clinical Categorization in Acute Pulmonary Embolism Patients Presenting to the Emergency Department (APEX-2026)
1 september 2026 bijgewerkt door: Emir Ünal, Marmara University Pendik Training and Research Hospital
Prognostic Value of the 2026 American Heart Association/American College of Cardiology (AHA/ACC) Clinical Categorization System (Categories A-E) for Predicting 30-Day Major Adverse Pulmonary Embolism Events (MAPEE) in Patients Presenting to the Emergency Department With Acute Pulmonary Embolism: A Prospective Observational Cohort Study
Background: The 2026 American Heart Association/American College of Cardiology (AHA/ACC) Pulmonary Embolism Guideline (Creager et al., Circulation 2026) introduced a novel five-category (A-E) clinical classification system with subcategories and an R modifier, replacing prior risk stratification frameworks.
Prospective validation of this classification system using composite clinical outcomes is lacking.
Objective: To evaluate the prognostic value of the 2026 AHA/ACC clinical categorization (Categories A-E plus R modifier) for predicting 30-day Major Adverse Pulmonary Embolism Events (MAPEE) in emergency department (ED) patients with acute pulmonary embolism (PE).
Methods: Prospective observational cohort study conducted at Marmara University Faculty of Medicine Emergency Department, enrolling 600 consecutive adult patients with confirmed acute PE by computed tomography (CT) pulmonary angiography between April 2026 and January 2027.
Primary outcome: MAPEE composite (all-cause mortality OR hemodynamic deterioration OR treatment escalation OR cardiopulmonary resuscitation) within 30 days.
Secondary outcomes include area under the receiver operating characteristic curve (AUC) comparison with the European Society of Cardiology (ESC) 2019 risk stratification (exploratory), negative predictive value (NPV) of low-risk categories (A+B) for safe discharge, MAPEE trend across C1/C2/C3, and R modifier odds ratio.
Statistical analysis: Jamovi v2.x.
Reporting follows the Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) 2007 checklist.
Studie Overzicht
Toestand
Werving
Interventie / Behandeling
Gedetailleerde beschrijving
STUDY DESIGN: Single-center prospective observational cohort.
No intervention applied.
Patients managed per standard of care.
SETTING: Marmara University Pendik Training and Research Hospital Emergency Department, Istanbul, Turkey.
Annual ED census approximately 200,000 visits.
STUDY POPULATION: Adult patients (18 years or older) presenting to the ED with confirmed acute PE on computed tomography (CT) pulmonary angiography, enrolled consecutively from April 2026 to January 2027 (anticipated enrollment period 10 months).
EXPOSURE: 2026 AHA/ACC PE clinical category assigned independently by two trained emergency physicians at presentation.
Categories: A (subclinical/incidental), B (symptomatic, low severity; Pulmonary Embolism Severity Index (PESI) I-II / simplified PESI (sPESI)=0), C1/C2/C3 (elevated severity; stratified by right ventricular (RV) dysfunction and cardiac biomarkers), D1/D2 (incipient cardiopulmonary failure), E1/E2 (established cardiopulmonary failure).
R modifier applied when hypoxemia/tachypnea/escalating oxygen requirement present without meeting higher category criteria.
PRIMARY OUTCOME - MAPEE (Major Adverse Pulmonary Embolism Event): composite endpoint defined as occurrence of any of the following within 30 days: (1) All-cause mortality, (2) Hemodynamic deterioration (systolic blood pressure (SBP) less than 90 mmHg for at least 15 minutes or vasopressor requirement), (3) Treatment escalation (systemic thrombolysis, catheter-directed therapy, surgical embolectomy, or extracorporeal membrane oxygenation (ECMO)), (4) Cardiopulmonary resuscitation.
Expected event rate: 12% (n approximately 59 events out of 492 analyzable patients after 18% attrition from 600 gross enrollment).
SAMPLE SIZE RATIONALE: Based on the Hanley-McNeil variance formula (Hanley and McNeil, Radiology 1982;143:29-36).
H0: AUC=0.65 (minimum clinically meaningful discrimination); H1: AUC=0.80 (supported by published composite-outcome AUC values for comparable systems: PESI 0.84, Bova score 0.82, Hestia criteria SROC 0.81); two-sided alpha=0.05.
At the planned n_gross=600 enrollment (n_net=492 analyzable, 59 expected events, 433 non-events), the design provides approximately 97.6% power for H1=0.80 using the standard single-proportion Hanley-McNeil test (a conservative pooled-variance sensitivity approach yields approximately 79.2%; the sample size is considered adequate under either method).
Minimum detectable AUC at 80% power is approximately 0.761.
Events per variable (EPV) = 59/5 = 11.8, supporting multivariable models with up to 5 predictor variables (EPV of at least 10 recommended per Peduzzi et al. 1996).
DeLong AUC comparison (AHA/ACC 2026 vs ESC 2019, secondary outcome S1) will require substantially larger samples for adequate power given the two correlated ROC curves; this comparison is designated exploratory/hypothesis-generating and will not be used for confirmatory inference.
STROBE COMPLIANCE: This study follows the Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) 2007 checklist for reporting of observational studies.
Studietype
Observationeel
Inschrijving (Geschat)
600
Contacten en locaties
In dit gedeelte vindt u de contactgegevens van degenen die het onderzoek uitvoeren en informatie over waar dit onderzoek wordt uitgevoerd.
Studiecontact
- Naam: Emir Ünal, Assistant Professor
- Telefoonnummer: 7023 +90 216 657 06 06
- E-mail: emirunal@gmail.com
Studie Locaties
-
-
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Istanbul, Turkije (Türkiye), 34899
- Werving
- Marmara University Pendik Training and Research Hospital
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Contact:
- Emir Ünal
- Telefoonnummer: +90 216 657 06 06
- E-mail: emirunal@gmail.com
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-
Deelname Criteria
Onderzoekers zoeken naar mensen die aan een bepaalde beschrijving voldoen, de zogenaamde geschiktheidscriteria. Enkele voorbeelden van deze criteria zijn iemands algemene gezondheidstoestand of eerdere behandelingen.
Geschiktheidscriteria
Leeftijden die in aanmerking komen voor studie
- Volwassen
- Oudere volwassene
Accepteert gezonde vrijwilligers
Nee
Bemonsteringsmethode
Niet-waarschijnlijkheidssteekproef
Studie Bevolking
Adult patients (>=18 years) presenting to Marmara University Pendik Training and Research Hospital Emergency Department with confirmed acute pulmonary embolism on CTPA between April 2026 and January 2027.
Beschrijving
Inclusion Criteria:
- Age >=18 years
- Confirmed acute PE on CT pulmonary angiography (CTPA) within 24 hours of ED presentation
- Informed consent obtained
- Ability to complete 30-day follow-up
Exclusion Criteria:
- Chronic thromboembolic pulmonary hypertension (CTEPH)
- Age <18 years
- Pregnancy
- Incomplete CTPA or non-diagnostic imaging
- Prior PE within 3 months
- Refusal of informed consent
- Inability to complete 30-day follow-up (no phone/address)
Studie plan
Dit gedeelte bevat details van het studieplan, inclusief hoe de studie is opgezet en wat de studie meet.
Hoe is de studie opgezet?
Ontwerpdetails
Cohorten en interventies
Groep / Cohort |
Interventie / Behandeling |
|---|---|
|
Acute PE Cohort - AHA/ACC 2026 Categories A-E + R modifier
All consecutive adult patients presenting to the emergency department with confirmed acute pulmonary embolism, assigned to 2026 AHA/ACC clinical categories (A-E) plus right ventricular strain (R) modifier at presentation.
No study intervention is assigned; all patients are treated per standard of care per treating clinician judgment.
|
Not a therapeutic intervention.
Refers to the 2026 AHA/ACC clinical categorization framework (Categories A-E plus R modifier for right ventricular strain) applied at presentation to prognostically classify patients with confirmed acute pulmonary embolism.
All patients are managed per standard institutional practice; no protocol-driven treatment or diagnostic assignment is made based on this categorization.
|
Wat meet het onderzoek?
Primaire uitkomstmaten
Uitkomstmaat |
Maatregel Beschrijving |
Tijdsspanne |
|---|---|---|
|
Major Adverse Pulmonary Embolism Event (MAPEE) - 30-day composite
Tijdsspanne: 30 days
|
Composite of: (1) all-cause mortality, OR (2) hemodynamic deterioration (SBP <90 mmHg for >=15 minutes or vasopressor requirement), OR (3) treatment escalation (systemic thrombolysis, catheter-directed therapy, surgical embolectomy, or ECMO), OR (4) cardiopulmonary resuscitation - within 30 days of ED presentation.
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30 days
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Secundaire uitkomstmaten
Uitkomstmaat |
Maatregel Beschrijving |
Tijdsspanne |
|---|---|---|
|
S1: AHA/ACC vs ESC 2019 ROC-AUC comparison (exploratory)
Tijdsspanne: 30 days
|
Comparison of ROC-AUC: 2026 AHA/ACC A-E system vs ESC 2019 risk stratification for MAPEE prediction (DeLong test - EXPLORATORY/hypothesis-generating; n=600 enrollment marginally below the 621 required for 80% power at H1=0.80; no superiority claim will be made).
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30 days
|
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S2: NPV of AHA/ACC Category A+B for MAPEE
Tijdsspanne: 30 days
|
Negative Predictive Value (NPV) of AHA/ACC Category A+B for MAPEE, evaluating potential for safe emergency department discharge without hospital admission.
|
30 days
|
|
S3: MAPEE trend across AHA/ACC subcategories C1, C2, C3
Tijdsspanne: 30 days
|
Linear MAPEE event rate trend across AHA/ACC subcategories C1, C2, and C3, assessed via Cochran-Armitage trend test.
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30 days
|
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S4: Odds ratio for MAPEE by R modifier status
Tijdsspanne: 30 days
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Odds ratio (OR) and likelihood ratio (LR+/LR-) for MAPEE in patients with vs without the R modifier (right ventricular strain) at presentation.
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30 days
|
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S5: Intensive care unit (ICU) admission rate by AHA/ACC category
Tijdsspanne: Up to 30 days
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ICU admission rate within 30 days of ED presentation, stratified by 2026 AHA/ACC clinical category at presentation.
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Up to 30 days
|
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S6: 30-day ED revisit rate for PE-related complaints
Tijdsspanne: 30 days
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Rate of emergency department revisit for pulmonary embolism-related complaints within 30 days of index presentation.
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30 days
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Medewerkers en onderzoekers
Hier vindt u mensen en organisaties die betrokken zijn bij dit onderzoek.
Onderzoekers
- Hoofdonderzoeker: Arzu Gundogdu, Marmara University
- Hoofdonderzoeker: Mustafa Altun, Emergency Medicine Specialist, Marmara University
Studie record data
Deze datums volgen de voortgang van het onderzoeksdossier en de samenvatting van de ingediende resultaten bij ClinicalTrials.gov. Studieverslagen en gerapporteerde resultaten worden beoordeeld door de National Library of Medicine (NLM) om er zeker van te zijn dat ze voldoen aan specifieke kwaliteitscontrolenormen voordat ze op de openbare website worden geplaatst.
Bestudeer belangrijke data
Studie start (Werkelijk)
17 april 2026
Primaire voltooiing (Geschat)
1 januari 2027
Studie voltooiing (Geschat)
1 maart 2027
Studieregistratiedata
Eerst ingediend
13 augustus 2026
Eerst ingediend dat voldeed aan de QC-criteria
1 september 2026
Eerst geplaatst (Werkelijk)
4 september 2026
Updates van studierecords
Laatste update geplaatst (Werkelijk)
4 september 2026
Laatste update ingediend die voldeed aan QC-criteria
1 september 2026
Laatst geverifieerd
1 september 2026
Meer informatie
Termen gerelateerd aan deze studie
Trefwoorden
Aanvullende relevante MeSH-voorwaarden
Andere studie-ID-nummers
- 09.2026.26-0432
Plan Individuele Deelnemersgegevens (IPD)
Bent u van plan om gegevens van individuele deelnemers (IPD) te delen?
NEE
Beschrijving IPD-plan
No plan to share individual participant data at this time; data sharing decisions will be reconsidered upon study completion and publication.
Informatie over medicijnen en apparaten, studiedocumenten
Bestudeert een door de Amerikaanse FDA gereguleerd geneesmiddel
Nee
Bestudeert een door de Amerikaanse FDA gereguleerd apparaatproduct
Nee
Deze informatie is zonder wijzigingen rechtstreeks van de website clinicaltrials.gov gehaald. Als u verzoeken heeft om uw onderzoeksgegevens te wijzigen, te verwijderen of bij te werken, neem dan contact op met register@clinicaltrials.gov. Zodra er een wijziging wordt doorgevoerd op clinicaltrials.gov, wordt deze ook automatisch bijgewerkt op onze website .