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Cardionerds: A Cardiology Podcast

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Cardionerds: A Cardiology Podcast
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  • Cardionerds: A Cardiology Podcast

    453. ACS Guidelines Question #1 with Dr. Sunil Rao

    04/06/2026 | 10min
    The following question refers to Section 7.1 of the 2025 ACS Guidelines.

    The question is asked by Thomas Jefferson medical student and CardioNerds Academy Intern Dr. Grace Qiu, answered first by University of Michigan fellow and CardioNerds FIT Ambassador Dr. Kayla Secrest, and then by expert faculty Dr. Sunil Rao.

    Dr. Rao is an interventional cardiologist, Professor of Medicine at NYU Grossman School of Medicine, Deputy Director of the Leon H. Charney Division of Cardiology, and the Director of Interventional Cardiology for the NYU Langone Health System. He is the Editor-in-Chief for Circulation Cardiovascular Interventions and was the Chair of the Writing Committee for the 2025 ACS Guidelines.

    This episode is part of our comprehensive Decipher the Guidelines Series covering the 2025 ACC/AHA/ACEP/NAEMSP/SCAI Guideline for the Management of Patients With Acute Coronary Syndromes.





    Question #1

    A 68-year-old man with a history of hypertension, hyperlipidemia, stage III chronic kidney disease, and prior tobacco use presents to a local emergency department with reports of chest pain while raking leaves at home. Upon arrival, he is hemodynamically stable with a heart rate of 86 beats per minute and a blood pressure of 133/85 mmHg. His EKG reveals ST elevations in the septal and anterior leads (V1-V4). He is given 324mg of aspirin and is promptly evaluated by the interventional cardiology team, who elects to take him emergently to the catheterization lab. Upon arrival to the catheterization lab, the nurse asks the interventional fellow which access sites they should prep for this case? How should the interventional fellow respond?

    A

    Right radial artery only

    B

    Radial + bilateral femoral

    C

    Bilateral femoral only





    Answer #1

    Explanation 

    The correct answer is B. Radial and bilateral femoral

    Radial artery access is the preferred vascular access site for coronary angiography and PCI in patients with ACS. Transradial access has been shown to reduce mortality, bleeding, and vascular complications compared with transfemoral access (Class I, LOE A). Radial access also allows earlier ambulation and is associated with greater patient comfort.

    Although the right radial artery is the most widely studied upper-extremity access site, alternative sites such as the ulnar and distal radial arteries have demonstrated similar outcomes.

    However, the radial artery may be required as a bypass conduit for CABG. In institutions where the radial artery is routinely used for surgical grafting, this potential future use should be considered when selecting vascular access.

    In addition, transfemoral access—preferably performed with ultrasound guidance—should be considered in patients in whom temporary mechanical circulatory support (MCS) is anticipated or in those for whom radial access is not feasible due to anatomical or technical constraints. Prepping bilateral groins in addition to the radial artery provides a backup strategy for urgent MCS placement or for transition to femoral access should radial access fail.

    For these reasons, prepping both the radial artery and bilateral groins is the most appropriate response.

    Radial-only preparation is incorrect because, although radial access is preferred, patients with STEMI may still require emergent MCS or alternative access if the radial artery is unsuitable. Preparing only the wrist without backup femoral access may delay care should hemodynamic instability occur.

    Femoral-only preparation is incorrect because transradial access provides superior outcomes in ACS, including significant reductions in all-cause mortality, major bleeding, and vascular complications. RCTs and meta-analyses, including MATRIX (which showed lower MACE and net adverse clinical events with radial access) and SAFARI-STEMI (which showed no difference in mortality but was underpowered)—support radial as first-line access when feasible.

    Main Takeaway

    For patients with ACS undergoing PCI, radial access is strongly preferred to reduce mortality, bleeding, and vascular complications.

    Guideline Loc.

    Section 7.1
  • Cardionerds: A Cardiology Podcast

    452. Risk stratification in Acute Pulmonary Embolism with Dr. Stavros Konstantinides

    01/06/2026 | 25min
    CardioNerds (Dr. Billy-Joe Mullinax, Dr. Dinu Balanescu, and Dr. Jane Ehret) discuss risk stratification in acute pulmonary embolism with Dr. Stavros Konstantinides, Chair of the 2019 ESC Pulmonary Embolism Guidelines. Using a real-world case, this episode explores how modern PE care has moved beyond “massive” and “submassive” labels toward a dynamic, physiology-based approach. The discussion highlights the limitations of static risk scores, the importance of right ventricular dysfunction and biomarkers, and why normotension does not imply stability. Special emphasis is placed on intermediate-high risk PE, early identification of impending hemodynamic collapse, and the role of lactate, serial reassessment, and PERT teams in guiding escalation of care. Audio editing by CardioNerds intern, Joshua Khorsandi.
    The 2026 American multi-society PE guidelines were published after this episode was recorded.

    Dr. Dinu Balanescu and Dr. Billy-Joe Mullinax are Co-chairs for the CardioNerds PE Series, developed in collaboration with the PERT Consortium.  

    Enjoy this Circulation 2022 Paths to Discovery article to learn about the CardioNerds story, mission, and values.

    CardioNerds Pulmonary Embolism Page
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    Cardionerds Healy Honor Roll

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    Become a CardioNerds Patron!

    Pearls

    Stable blood pressure does not mean low risk in PE
    Hypotension is a late finding. Patients may have severe RV failure, hypoxia, and tissue hypoperfusion while remaining normotensive — a key concept behind “normotensive shock.”

    Risk stratification in PE must be dynamic, not static
    Legacy scores like PESI and Bova provide a snapshot and predict 30-day mortality, but they do not capture short-term trajectory or impending hemodynamic collapse.

    Intermediate-high risk PE is a dangerous and heterogeneous group
    Patients with RV dysfunction, positive biomarkers, tachycardia, hypoxemia, and elevated lactate may have in-hospital mortality approaching 15%, rivaling STEMI.

    Lactate is a critical but underutilized marker in PE
    Elevated lactate reflects tissue hypoxia and early circulatory failure and may identify patients at risk for collapse before blood pressure declines.

    PERT enables physiology-driven, patient-centered PE care
    PERT teams operationalize continuous reassessment, integrate imaging, labs, and clinical trajectory, and allow timely escalation — shifting PE management from rigid categories to real-time decision-making.

    Notes

    Drafted by Dr. Jane Ehret.

    1. What is the contemporary framework for risk stratification in acute pulmonary embolism?

    Modern PE risk stratification prioritizes hemodynamics and right ventricular (RV) function rather than clot burden.

    The 2019 ESC Guidelines classify PE into high risk, intermediate risk (low vs high), and low risk, based on: Hemodynamic status, RV dysfunction on imaging, and Cardiac biomarkers.

    This framework emphasizes early mortality risk but requires clinical context to guide escalation decisions.

    2. Why is normotension insufficient to define “stability” in PE?

    Blood pressure is a late marker of circulatory failure in PE.

    Patients can maintain normal BP through Tachycardia, Increased sympathetic tone, and RV compensation.

    Many patients with preserved BP may already have shock physiology, including hypoxemia, elevated lactate, and RV failure — sometimes referred to as “normotensive shock.”

    3. How should intermediate-risk PE be conceptualized clinically?

    Intermediate-risk PE is heterogeneous, ranging from patients who do well on anticoagulation to those who deteriorate rapidly.

    Intermediate-high risk PE is defined by RV dysfunction on imaging and positive cardiac biomarkers.

    Clinical features such as tachycardia, increasing oxygen requirement, and elevated lactate identify patients at highest risk within this group.

    4. What are the strengths and limitations of commonly used PE risk scores?

    Legacy scores are useful for initial risk categorization but are static and limited in predicting short-term deterioration.

    Most scores were developed to predict mortality or complications at fixed time points rather than dynamic clinical trajectory.

    5. What are the commonly used risk scores and clinical tools in PE, and what is each designed to predict?

    ESC Risk Stratification Algorithm: Identifies high-risk PE by hemodynamics. Uses PESI or sPESI in normotensive patients to distinguish low-risk from non–low-risk PE. Uses RV dysfunction and biomarkers to differentiate intermediate-low from intermediate-high risk. Forms the basis of many institutional PE pathways.

    PESI and sPESI: Validated to predict 30-day mortality. Widely used to identify low-risk patients appropriate for outpatient management. Heavily influenced by age and comorbidities.

    Bova Score: Predicts 30-day PE-related complications in normotensive patients.

    Composite PE Shock Score (CPES): Predicts normotensive shock in hemodynamically stable PE patients.

    Pulmonary Embolism Progression (PEP) Score: Predicts progression from intermediate-risk to high-risk PE within 72 hours of diagnosis.

    PE Short-term Clinical Outcomes Risk Estimation (PE-SCORE): Predicts clinical deterioration or death within 5 days of PE diagnosis.

    Hestia Criteria: Identifies low-risk PE patients safe for outpatient treatment.

    Wells’ Criteria and Revised Geneva Score: Determine pretest probability for diagnostic triage.

    PERC Score: Rules out PE in very low-risk patients.

    6. What is the role of biomarkers in PE risk stratification?

    Troponin and natriuretic peptides reflect RV myocardial injury and strain.

    Current guidelines treat biomarkers as binary (positive vs negative), despite risk being continuous.

    Biomarkers are most helpful for: Initial risk classification.

    They are less useful for: Short-interval monitoring and Detecting rapid clinical deterioration.

    7. Why is lactate an important physiologic marker in PE?

    Lactate reflects global tissue hypoxia and impaired perfusion.

    Elevated lactate may identify patients with: Early circulatory failure and Increased risk of imminent hemodynamic collapse.

    Lactate is not currently included in ESC risk algorithms but may add important prognostic information in intermediate-risk patients.

    8. How does trajectory influence decision-making in PE management?

    Risk stratification should be viewed as a dynamic process, not a one-time label.

    Worsening clinical trajectory may include: Rising heart rate, Increasing oxygen needs, Rising lactate, and Progressive RV dysfunction.

    Serial reassessment is essential for timely escalation of care.

    9. What role do Pulmonary Embolism Response Teams (PERT) play in risk stratification?

    PERT facilitates: Multidisciplinary decision-making and Integration of imaging, biomarkers, and clinical physiology.

    PERT is most valuable for: Intermediate-risk and high-risk PE and Patients with complex comorbidities or uncertain trajectory.

    PERT enables a shift from category-based to physiology-driven PE care.

    References

    1. Konstantinides SV, Meyer G, Becattini C, et al. 2019 ESC Guidelines for the diagnosis and management of acute pulmonary embolism developed in collaboration with the European Respiratory Society (ERS): The Task Force for the diagnosis and management of acute pulmonary embolism of the European Society of Cardiology (ESC). Eur Respir J. 2019;54(3):1901647. Published 2019 Oct 9. doi:10.1183/13993003.01647-2019

    2. Leidi A, Bex S, Righini M, Berner A, Grosgurin O, Marti C. Risk Stratification in Patients with Acute Pulmonary Embolism: Current Evidence and Perspectives. J Clin Med. 2022;11(9):2533. Published 2022 Apr 30. doi:10.3390/jcm11092533

    3. Choi WH, Kwon SU, Jwa YJ, et al. The pulmonary embolism severity index in predicting the prognosis of patients with pulmonary embolism. Korean J Intern Med. 2009;24(2):123-127. doi:10.3904/kjim.2009.24.2.123

    4. Jiménez D, Aujesky D, Moores L, et al. Simplification of the pulmonary embolism severity index for prognostication in patients with acute symptomatic pulmonary embolism. Arch Intern Med. 2010;170(15):1383-1389. doi:10.1001/archinternmed.2010.199

    5. Chen X, Shao X, Zhang Y, et al. Assessment of the Bova score for risk stratification of acute normotensive pulmonary embolism: A systematic review and meta-analysis. Thromb Res. 2020;193:99-106. doi:10.1016/j.thromres.2020.05.047

    6. Zhang RS, Yuriditsky E, Zhang P, et al. Composite Pulmonary Embolism Shock Score and Risk of Adverse Outcomes in Patients With Pulmonary Embolism. Circ Cardiovasc Interv. 2024;17(8):e014088. doi:10.1161/CIRCINTERVENTIONS.124.014088

    7. Zhang RS, Alam U, Sharp ASP, et al. Validating the Composite Pulmonary Embolism Shock Score for Predicting Normotensive Shock in Intermediate-Risk Pulmonary Embolism. Circ Cardiovasc Interv. 2024;17(2):e013399. doi:10.1161/CIRCINTERVENTIONS.123.013399

    8. Ehret J, Wakefield D, Badlam J, Antkowiak M, Erdreich B. Development of the Pulmonary Embolism Progression (PEP) score for predicting short-term clinical deterioration in intermediate-risk pulmonary embolism: a single-center retrospective study. J Thromb Thrombolysis. 2025;58(2):243-253. doi:10.1007/s11239-024-03051-5

    9. Weekes AJ, Raper JD, Lupez K, et al. Development and validation of a prognostic tool: Pulmonary embolism short-term clinical outcomes risk estimation (PE-SCORE). PLoS One. 2021;16(11):e0260036. Published 2021 Nov 18. doi:10.1371/journal.pone.0260036

    10. Zondag W, Hiddinga BI, Crobach MJ, et al. Hestia criteria can discriminate high- from low-risk patients with pulmonary embolism. Eur Respir J. 2013;41(3):588-592. doi:10.1183/09031936.00030412

    11. Wells PS, Anderson DR, Rodger M, et al. Excluding pulmonary embolism at the bedside without diagnostic imaging: management of patients with suspected pulmonary embolism presenting to the emergency department by using a simple clinical model and d-dimer. Ann Intern Med. 2001;135(2):98-107. doi:10.7326/0003-4819-135-2-200107170-00010

    12. Wolf SJ, McCubbin TR, Feldhaus KM, Faragher JP, Adcock DM. Prospective validation of Wells Criteria in the evaluation of patients with suspected pulmonary embolism. Ann Emerg Med. 2004;44(5):503-510. doi:10.1016/j.annemergmed.2004.04.002

    13. Le Gal G, Righini M, Roy PM, et al. Prediction of pulmonary embolism in the emergency department: the revised Geneva score. Ann Intern Med. 2006;144(3):165-171. doi:10.7326/0003-4819-144-3-200602070-00004

    14. Kline JA, Mitchell AM, Kabrhel C, Richman PB, Courtney DM. Clinical criteria to prevent unnecessary diagnostic testing in emergency department patients with suspected pulmonary embolism. J Thromb Haemost. 2004;2(8):1247-1255. doi:10.1111/j.1538-7836.2004.00790.x

    15. Kline JA, Courtney DM, Kabrhel C, et al. Prospective multicenter evaluation of the pulmonary embolism rule-out criteria. J Thromb Haemost. 2008;6(5):772-780. doi:10.1111/j.1538-7836.2008.02944.x
  • Cardionerds: A Cardiology Podcast

    451: CCTA, CT-FFR, and AI Plaque Analysis to Personalize CAD Detection, Prevention, and Management with Dr. Michael Gallagher

    27/05/2026 | 46min
    CardioNerds Dr. Joseph Kassab, Dr. Mariana Garcia-Arango, and Dr. Christopher Mason explore the technological revolution of Coronary CT Angiography (CCTA) with expert faculty Dr. Michael Gallagher. The discussion details how CCTA has evolved into a frontline diagnostic and preventive tool, moving beyond simple anatomy to incorporate physiology via CT-FFR and biology through AI-driven plaque quantification. The episode reviews landmark evidence like the SCOT-HEART and PROMISE trials, the nuances of CAD-RADS 2.0 reporting, and the emerging role of AI in monitoring treatment response and personalizing cardiovascular care. Critically, they also discuss some of the assumptions and limitations of these techniques.

    Stay tuned for a matching review article to be submitted to US Cardiology Review, the official Journal of CardioNerds.

    This episode was supported by an independent medical education grant from HeartFlow. All CardioNerds education is planned, produced, and reviewed solely by CardioNerds. 

    Enjoy this Circulation Paths to Discovery article to learn more about the CardioNerds mission and journey.

    US Cardiology Review is now the official journal of CardioNerds! Submit your manuscripts here.

    CardioNerds Multimodality Cardiovascular Imaging Page
    CardioNerds Episode Page
    CardioNerds Academy
    Cardionerds Healy Honor Roll

    Pearls

    Shift in Paradigm: CCTA is no longer just an anatomic test; with some key limitations, it can provide anatomy, physiology (CT-FFR), and plaque biology (AI-CPA) in a single non-invasive scan.

    The “Power of Zero” vs. Plaque: While a normal CCTA has a >95% negative predictive value, future MIs often arise from non-obstructive plaque that traditional stress tests might miss.

    CAD-RADS 2.0 Utility: The addition of plaque burden modifiers (P1–P4) is a “game changer,” allowing clinicians to identify high-risk patients who need aggressive lipid-lowering despite having only mild stenosis.

    CT-FFR as a Virtual Stress Test: CT-FFR uses computational fluid dynamics to simulate blood flow, potentially reducing unnecessary invasive catheterizations by approximately 61% without sacrificing safety.

    Seeing the Invisible: AI-based quantitative plaque analysis (QCPA) can identify “subvisual” plaque and low-attenuation (lipid-rich) components that are the primary drivers of acute coronary syndromes.

    Show Notes

    How has the role of CCTA changed compared to traditional functional testing?

    Historically, stress testing answered “is there ischemia today?”, which often reflects late-stage disease.

    CCTA identifies disease across the entire spectrum, asking “is there atherosclerosis and how much plaque is present?”.

    Landmark evidence: SCOT-HEART showed a 41% relative risk reduction in MI at 5 years attributed to intensified preventive therapies, and PROMISE showed CCTA was better at selecting patients who truly needed invasive angiography.

    Diagnostic CCTA imaging depends on the protocol, contrast timing, heart rate, heart rhythm, breathholding, scanner quality, and several patient factors (obesity, prior stents, heavy calcification, complex bypass anatomy, and motion artifact all may limit imaging). “CCTA is exceptional for the right patient, with the right scanner, and the right team.”

    What are the key modifiers introduced in CAD-RADS 2.0, and why do they matter?

    CAD-RADS 2.0 moved beyond stenosis severity to include plaque burden (P0 to P4), high-risk plaque (HRP) features, and the presence of ischemia based on CT-FFR.

    It serves as a clinical decision support tool: a patient with mild (25-49%) stenosis but “extensive” (P4) plaque burden is considered high risk and warrants aggressive risk factor modification.

    How is CT-FFR calculated, and when is it most useful in clinical practice?

    CT-FFR uses resting CCTA data and computational fluid dynamics to create a 3D model of coronary flow during simulated maximal hyperemia.

    It is often used for intermediate lesions (40–90% stenosis) to predict if they are  ischemia-producing, guiding the decision whether to proceed with invasive angiography. 

    The assumptions necessary for this computational modeling may not apply well to patients with microvascular dysfunction, significant myocardial scar or prior infarction, or ventricular hypertrophy. Still, data indicate that CT-FFR performs similarly to PET in predicting hemodynamically significant lesions. 

    CT-FFR performs well at the extremes (either clearly normal or clearly abnormal). Accuracy dips, however, in the intermediate range (~0.75-0.80), where decision-making is most critical. In this grey zone, additional factors can help guide the approach, including the amount of myocardium supplied, translesional gradient, and plaque features.  

    CT-FFR has not been validated in distal segments, stented segments, heavily calcified coronary arteries, or in patients with severe aortic stenosis. Caution with CT-FFR should be utilized in very calcified coronary segments. 

    What is AI-based quantitative plaque analysis (QCPA), and what metrics are ready for clinical use?

    This is potentially a paradigm shift, moving away from stenosis-centric thinking to a more disease burden and plaque biology focus.

    QCPA uses deep learning algorithms to automatically segment the vessel wall and quantify plaque volume in mm³.

    Ready for “prime time” metrics include: Total Plaque Volume (TPV), non-calcified plaque volume, and Low-Attenuation Plaque (LAP) burden.

    Can serial CCTA be used to monitor the effectiveness of medical therapies like statins?

    While not yet a routine guideline-driven practice, trials like PARADIGM and EVAPORATE show that therapies can stabilize plaque; notably, CCTA is better for monitoring than CAC scores, which can be misleading as statins often increase plaque calcification as part of the stabilization process.

    There are no randomized trials that serial CCTAs improve outcomes. Cost and radiation exposure will be notable limitations. Serial scan timing, scan acquisition and interpretation standardization would be key.

    Dr. Gallagher notes that we are moving toward a world in which plaque burden may become a “treatment biomarker,” similar to tumor burden in oncology. 

    References

    1. Coronary Computed Tomography Angiography From Clinical Uses to Emerging Technologies: JACC State-of-the-Art Review. Abdelrahman KM, Chen MY, Dey AK, et al. Journal of the American College of Cardiology. 2020;76(10):1226-1243. doi:10.1016/j.jacc.2020.06.076.

    2. Non-Invasive Imaging in Coronary Syndromes: Recommendations of the European Association of Cardiovascular Imaging and the American Society of Echocardiography, in Collaboration With the American Society of Nuclear Cardiology, Society of Cardiovascular Computed Tomography, and Society for Cardiovascular Magnetic Resonance. Edvardsen T, Asch FM, Davidson B, et al. Journal of the American Society of Echocardiography : Official Publication of the American Society of Echocardiography. 2022;35(4):329-354. doi:10.1016/j.echo.2021.12.012.

    3. 2021 AHA/ACC/ASE/CHEST/SAEM/SCCT/SCMR Guideline for the Evaluation and Diagnosis of Chest Pain: A Report of the American College of Cardiology/American Heart Association Joint Committee on Clinical Practice Guidelines. Gulati M, Levy PD, Mukherjee D, et al. Journal of the American College of Cardiology. 2021;78(22):e187-e285. doi:10.1016/j.jacc.2021.07.053.

    4. Contemporary, Non-Invasive Imaging Diagnosis of Chronic Coronary Artery Disease. van der Bijl P, Gulati M, Saraste A, et al. Lancet (London, England). 2025;406(10519):2577-2587. doi:10.1016/S0140-6736(25)01586-7.

    5. State of the Art: Evaluation and Medical Management of Nonobstructive Coronary Artery Disease in Patients With Chest Pain: A Scientific Statement From the American Heart Association. Slipczuk L, Blankstein R, Bucciarelli-Ducci C, et al. Circulation. 2025;152(23):e443-e466. doi:10.1161/CIR.0000000000001394.

    6. Diagnostic Performance of Fractional Flow Reserve Derived From Coronary CT Angiography: The ACCURATE-CT Study. Li C, Hu Y, Jiang J, et al. JACC. Cardiovascular Interventions. 2024;17(17):1980-1992. doi:10.1016/j.jcin.2024.06.027.

    7. Clinical Outcomes Based on Coronary Computed Tomography-Derived Fractional Flow Reserve and Plaque Characterization. Sato Y, Motoyama S, Miyajima K, et al. JACC. Cardiovascular Imaging. 2024;17(3):284-297. doi:10.1016/j.jcmg.2023.07.013.

    8. Clinical Use of Coronary Computed Tomography Angiography-Derived Fractional Flow Reserve: Expert Consensus by an International Working Group. Tang CX, Leipsic JA, Nørgaard BL, et al. European Radiology. 2026;:10.1007/s00330-025-12313-6. doi:10.1007/s00330-025-12313-6.

    9. Diagnostic accuracy of computed tomography–derived fractional flow reserve: a systematic review. Cook CM, Petraco R, Shun-Shin MJ, et al. JAMA Cardiol. 2017;2(7):803-810. Doi:10.1001/jamacardio.2017.1314

    10. Diagnostic performance of noninvasive fractional flow reserve derived from coronary computed tomography angiography in suspected coronary artery disease: the NXT trial (Analysis of Coronary Blood Flow Using CT Angiography: Next Steps). Nørgaard BL, Leipsic J, Gaur S, et al. J Am Coll Cardiol. 2014;63(12):1145-1155. Doi:10.1016/j.jacc.2013.11.043

    11. Comparison of coronary computed tomography angiography, fractional flow reserve, and perfusion imaging for ischemia diagnosis. Driessen RS, Danad I, Stuijfzand WJ, et al. J Am Coll Cardiol. 2019;73(2):161-173. Doi:10.1016/j.jacc.2018.10.056.

    12. 1-year outcomes of FFRCT-guided care in patients with suspected coronary disease: the PLATFORM study. Douglas PS, De Bruyne B, Pontone G, et al. J Am Coll Cardiol. 2016;68(5):435-445. Doi:10.1016/j.jacc.2016.05.057.

    13. Comparison of an initial risk-based testing strategy vs usual testing in stable symptomatic patients with suspected coronary artery disease: the PRECISE randomized clinical trial. Douglas PS, Nanna MG, Kelsey MD, et al; PRECISE Investigators. JAMA Cardiol. 2023;8(10):904-914. Doi:10.1001/jamacardio.2023.2595.

    14. Diagnostic and clinical value of FFRCT in stable chest pain patients with extensive coronary calcification: the FACC study. Mickley H, Veien KT, Gerke O, et al. JACC Cardiovasc Imaging. 2022;15(6):1046-1058. doi:10.1016/j.jcmg.2021.12.010.

    15. Low-Attenuation Noncalcified Plaque on Coronary Computed Tomography Angiography Predicts Myocardial Infarction: Results From the Multicenter SCOT-HEART Trial (Scottish Computed Tomography of the HEART). Williams MC, Kwiecinski J, Doris M, et al. Circulation. 2020;141(18):1452-1462. doi:10.1161/CIRCULATIONAHA.119.044720.

    16. AI-Guided Quantitative Plaque Staging Predicts Long-Term Cardiovascular Outcomes in Patients at Risk for Atherosclerotic CVD. Nurmohamed NS, Bom MJ, Jukema RA, et al. JACC. Cardiovascular Imaging. 2024;17(3):269-280. doi:10.1016/j.jcmg.2023.05.020.

    17. Interaction of AI-Enabled Quantitative Coronary Plaque Volumes on Coronary CT Angiography, FFRCT, and Clinical Outcomes: A Retrospective Analysis of the ADVANCE Registry. Dundas J, Leipsic J, Fairbairn T, et al. Circulation. Cardiovascular Imaging. 2024;17(3):e016143. doi:10.1161/CIRCIMAGING.123.016143.

    18. Prognostic Value of AI-Based Quantitative Coronary CTA vs Human Reader-Based Visual Assessment: Results From the CONFIRM2 Registry. van Rosendael A, Nakanishi R, Bax JJ, et al. JACC. Cardiovascular Imaging. 2026;19(3):345-359. doi:10.1016/j.jcmg.2025.09.021.
    13. Pericoronary Adipose Tissue as a Marker of Cardiovascular Risk: JACC Review Topic of the Week. Tan N, Dey D, Marwick TH, Nerlekar N. Journal of the American College of Cardiology. 2023;81(9):913-923. doi:10.1016/j.jacc.2022.12.021.

    19. Effect of Icosapent Ethyl on Progression of Coronary Atherosclerosis in Patients With Elevated Triglycerides on Statin Therapy: Final Results of the EVAPORATE Trial. Budoff MJ, Bhatt DL, Kinninger A, et al. European Heart Journal. 2020;41(40):3925-3932. doi:10.1093/eurheartj/ehaa652.

    20. Coronary CT Angiography Evaluation With Artificial Intelligence for Individualized Medical Treatment of Atherosclerosis: A Consensus Statement From the QCI Study Group. Schulze K, Stantien AM, Williams MC, et al. Nature Reviews. Cardiology. 2026;23(2):100-115. doi:10.1038/s41569-025-01191-6.
  • Cardionerds: A Cardiology Podcast

    450. Journal Club: The I-CLASS Registry with Dr. Theofanie Mela and Dr. Pugazhendhi Vijayraman

    25/05/2026 | 19min
    Join CardioNerds EP Council Chair Dr. Naima Maqsood and Episode Lead Dr. Sukriti Banthiya as they discuss the results of the International Collaborative LBBAP Study (I-CLAS) with expert faculty Dr. Theofanie Mela and Dr. Pugazhendhi Vijayraman. Audio editing by CardioNerds academy intern, Grace Qiu.

    The International Collaborative LBBAP Study (I-CLAS) evaluated clinical outcomes between biventricular pacing (BVP) and left bundle branch area pacing (LBBAP) in patients with left ventricular ejection fraction (LVEF) ≤50% undergoing cardiac resynchronization therapy. Between January 2018 and June 2023, 2,579 patients were enrolled across 18 centers. The primary composite outcome was defined as all-cause mortality or heart failure hospitalization. LBBAP demonstrated a shorter paced QRS duration and was associated with a lower risk of primary composite outcome and heart failure hospitalization. No significant difference was observed in all-cause mortality. Additionally, procedural complications were lower with LBBAP.

    This episode was planned in collaboration with  Heart Rhythm TV with mentorship from Dr. Daniel Alyesh and Dr. Mehak Dhande. 

    Enjoy this Circulation 2022 Paths to Discovery article to learn about the CardioNerds story, mission, and values.

    US Cardiology Review is now the official journal of CardioNerds! Submit your manuscript here.

    CardioNerds Journal Club Page
    CardioNerds Episode Page
    CardioNerds Academy
    Cardionerds Healy Honor Roll

    CardioNerds Journal Club
    Subscribe to The Heartbeat Newsletter!
    Check out CardioNerds SWAG!
    Become a CardioNerds Patron!
  • Cardionerds: A Cardiology Podcast

    449. Atrial Fibrillation: Challenging Scenarios in Atrial Fibrillation Management with Dr. Bradley Knight

    21/05/2026 | 37min
    In this episode, CardioNerds Dr. Colin Blumenthal, Dr. Kelly Arps, and Dr. Yong Hao Yeo are joined by electrophysiology expert Dr. Bradley Knight to discuss atrial fibrillation (AF) management in challenging clinical scenarios. We explore arrhythmias in patients with pre-excitation syndromes, particularly Wolff-Parkinson-White (WPW) syndrome, and strategies for rhythm control. We also discuss AF management in pregnancy, adult congenital heart disease, and patients with tachycardia-bradycardia (tach-brady) syndrome. This episode provides essential insights into nuanced decision-making for the care of patients with complex arrhythmia profiles. Audio editing by CardioNerds academy intern, Grace Qiu.

    Enjoy this Circulation 2022 Paths to Discovery article to learn about the CardioNerds story, mission, and values.

    CardioNerds Atrial Fibrillation Page
    CardioNerds Episode Page
    CardioNerds Academy
    Cardionerds Healy Honor Roll

    CardioNerds Journal Club
    Subscribe to The Heartbeat Newsletter!
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    PEARLS

    AF in WPW is a true emergency—AV nodal blocking agents can be deadly. In patients with WPW syndrome, AF can rapidly conduct through the accessory pathway, risking ventricular fibrillation and sudden death. Avoid AV nodal blockers like beta-blockers and calcium channel blockers.

    Catheter ablation is the first-line rhythm control strategy in WPW. Catheter ablation carries a Class I recommendation and offers >90% success. If antiarrhythmic drugs are needed, sodium channel blockers like flecainide or propafenone are preferred in patients without structural heart disease.

    In pregnancy, protecting the mother is protecting the fetus. An unstable mother means an unstable fetus. Rate control is the first step in AF with rapid ventricular responses and electrical cardioversion is safe when needed. Multidisciplinary care is essential.

    AF in congenital heart disease is often outside the pulmonary veins. Surgical scars and chamber remodeling in ACHD patients often lead to AF from non-pulmonary vein foci. Electrogram-based mapping and targeted ablation strategies are essential to increase success rate of durable rhythm control.

    Tachy-brady syndrome may require pacing to unlock therapy. AF may cause atrial myopathy and sinus node dysfunction. These patients often require permanent pacing to allow safe use of rate-controlling medications like beta-blockers and to prevent syncope or chronotropic incompetence.

    Notes: Notes drafted by Dr. Yong Hao Yeo

    Why is atrial tachycardia in patients with WPW syndrome dangerous?

    Patients with WPW commonly present with supraventricular tachycardia (SVT) due to atrioventricular reentrant circuits, either orthodromic or antidromic. This SVT can degenerate into AF.

    In the absence of AV nodal as the governor between the atrium and ventricles, the accessory pathway may conduct impulses rapidly and frequently. This can lead to dangerously high ventricular rates, predisposing patients to ventricular fibrillation and sudden cardiac arrest.

    What are some strategies for rhythm control in patients with WPW and atrial tachycardia?

    Catheter ablation is the first-line therapy (Class I recommendation), with a success rate of over 90%.

    Ablation reduces the risk of sudden cardiac arrest, though some patients may remain prone to AF.

    If ablation is not feasible/ contraindicated, sodium channel blockers such as flecainide and propafenone are good options in patients without ischemia or structural heart disease (Class IIa recommendation).

    Amiodarone should be avoided because it has a long half-life, can accumulate in the system, and may delay definitive treatment with catheter ablation.

    AV nodal blocking agents like beta blockers and calcium channel blockers should be avoided, as they are less effective at controlling ventricular rate in WPW and can increase conduction over the accessory pathway. These agents can also exacerbate the risk of rapid ventricular rates during AF and worsen left ventricular function.

    What are some special considerations in managing AF in pregnant patients?

    The primary goal in managing cardiovascular disease during pregnancy is to protect the mother, as fetal outcomes depend on maternal well-being. Therefore, while caution is necessary, we should avoid undertreating pregnant patients with AF.

    In cases of AF with rapid ventricular response (RVR), rate control is usually the first-line strategy, with beta blockers preferred over digoxin or non-dihydropyridine calcium channel blockers. It is then reasonable to initially observe for spontaneous conversion in stable patients.

    Antiarrhythmic drugs (AADs) are generally avoided during the first trimester, but clinical judgment on a case-by-case basis is essential.

    Evidence for the safety of AADs in pregnancy is limited, often derived from their use in other conditions such as fetal SVT. Flecainide and sotalol are reasonable options for rhythm control (Class IIa recommendation).

    Electrical cardioversion is considered safe in pregnancy and should be utilized when indicated (Do not forget!).

    There is no pregnancy-specific thromboembolic risk stratification tool. CHA₂DS₂-VASc scoring and the presence of risk factors like mitral stenosis can help guide anticoagulation decisions, though the magnitude of thromboembolic risk during pregnancy remains unclear.

    Rate control agents are typically continued during delivery due to the increased physiologic stress of labor and delivery.

    Multidisciplinary care is crucial and should involve obstetrics, maternal-fetal medicine, cardiology, and electrophysiology specialists.

    What are some key considerations for AF management in patients with adult congenital heart disease (ACHD)?

    Patients with repaired congenital heart disease are at increased risk for arrhythmias due to two main factors: surgical scars that create arrhythmogenic foci and mechanical remodeling of the atria or ventricles resulting from the underlying disease.

    In these patients with structural heart disease, sodium channel blockers may not be ideal antiarrhythmic options.

    When selecting an antiarrhythmic drug, clinicians must consider the nature of structural or surgical impairments, such as right bundle branch block or prolonged QT interval.

    It is also essential to assess renal and hepatic function (often impaired in patients with ACHD) to ensure appropriate metabolism and clearance of antiarrhythmic medications.

    Electrogram-based ablation strategies (those leveraging artificial intelligence are developing!) may help identify effective ablation targets, which are often outside the pulmonary veins in patients with ACHD. These individualized approaches can improve ablation success rates in this complex patient population.

    What makes tachycardia-bradycardia (tach-brady) syndrome a unique challenge in arrhythmia management?

    Patients who present with both AF and bradycardia, especially with syncope, require a thoughtful diagnostic approach to identify the underlying rhythm disturbance.

    Extended cardiac monitoring, including event monitors or implantable loop recorders, can help capture intermittent arrhythmias and correlate them with symptoms.

    AF may lead to atrial myopathy, and since the sinus node resides within the atrium, this can result in sinus node dysfunction—a hallmark of tachy-brady syndrome.

    Following spontaneous conversion from AF to sinus rhythm, sinus node dysfunction may persist, leading to prolonged pauses or chronotropic incompetence.

    Management becomes more complex when beta-blockers are needed for AF with RVR, as they can exacerbate bradycardia. Permanent pacemaker implantation is often the next step to consider.

    Permanent pacemaker implantation is often considered to facilitate safe rate control in these cases.

    In younger patients, aggressive AF burden reduction may prevent atrial remodeling and the development of true atrial myopathy, potentially avoiding pacemaker implantation.

    References

    Joglar JA, Chung MK, Armbruster AL, et al. 2023 ACC/AHA/ACCP/HRS Guideline for the Diagnosis and Management of Atrial Fibrillation: A Report of the American College of Cardiology/American Heart Association Joint Committee on Clinical Practice Guidelines. Circulation. 2023;149(1). doi:https://doi.org/10.1161/CIR.0000000000001193 ‌

    Van IC, Rienstra M, Bunting KV, et al. 2024 ESC Guidelines for the management of atrial fibrillation developed in collaboration with the European Association for Cardio-Thoracic Surgery (EACTS). European Heart Journal. 2024;45(36). doi:https://doi.org/10.1093/eurheartj/ehae176 ‌

    Joglar JA, Kapa S, Saarel EV, et al. 2023 HRS expert consensus statement on the management of arrhythmias during pregnancy. Heart Rhythm. Published online May 1, 2023. doi:https://doi.org/10.1016/j.hrthm.2023.05.017 ‌

    Stout KK, Daniels CJ, Aboulhosn JA, et al. 2018 AHA/ACC Guideline for the Management of Adults With Congenital Heart Disease: Executive Summary. Journal of the American College of Cardiology. 2019;73(12):1494-1563. doi:https://doi.org/10.1016/j.jacc.2018.08.1028 ‌
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