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Abstract 12824: Predictive Value of Artificial Intelligence-Enabled Electrocardiography in Patients with Takotsubo Cardiomyopathy
Tryon, David, Ahmad, Ali , Sara, Jaskanwal Deep Singh , Kakuta, Tsunekazu , Lerman, Lilach O. , Kanaji, Yoshihisa , Ӧzcan, Ilke , Attia, Zachi I. , Lerman, Amir

Mayo Clinic

Circulation | June 15, 2023 | Volume: 146 | Issue: Suppl_1 | Pages: No page available

10.1161/circ.146.suppl_1.12824 Get It

Introduction: Recent studies have indicated high rates of future major adverse cardiovascular events in patients with Takotsubo cardiomyopathy (TTC). This study sought to evaluate the prognostic value of our institutional artificial intelligence-augmented electrocardiography (AI-ECG) algorithms in patients with TTC. Methods: This study enrolled consecutive patients in the prospective and observational Mayo Clinic Takotsubo syndrome registry. TTC was diagnosed according to the Mayo Clinic diagnostic. Our clinic’s previously developed and validated AI-ECG algorithms were used for detection of ECG-Age, probability of low ejection fraction, and probability of atrial fibrillation.Multivariable models were constructed to evaluate the association of AI-ECG and other clinical characteristics with major adverse cardiac events (MACE), defined as cardiac death, recurrence of TTC, nonfatal myocardial infarction, hospitalization for congestive heart failure, and stroke. Results: In the final analysis, 305 patients were studied over a median follow-up of 4.8 years. Patients with MACE were more likely to be older, have history of hypertension and chronic heart failure (CHF), worse renal function as well as having high-risk AI-ECG findings compared to those without. In the multivariate Cox proportional hazard analysis, the presence of 3 or 4 high-risk findings detected by AI-ECG, remained a significant predictor of MACE in the patients with TTC after adjusted by conventional risk factors (hazard ratio (HR) 2.17, 95% CI [1.33, 3.53], P=0.002; HR 2.44, 95% CI [1.38, 4.29], P=0.002, respectively). Conclusions: The combined use of developed AI-ECG algorithms derived from a single 12-lead ECG might identify ECG correlates of underlying non-transient myocardial dysfunction and detect subtle underlying patterns associated with worse outcomes in patients with TTC. This approach might be beneficial for stratifying high-risk patients with TTC.
Abstract 12808: Genetic Heart Disease and Gender-Affirming Hormone Therapy in Transgender Individuals: Potential Pro-Arrhythmic Considerations
Pinsky, Alexa M. , Asaki, S. Yukiko , Etheridge, Susan P. , Ackerman, Michael J. , Bains, Sahej , Bos, J. Martijn

Mayo Clinic

Circulation | June 15, 2023 | Volume: 146 | Issue: Suppl_1 | Pages: No page available

10.1161/circ.146.suppl_1.12808 Get It

Background: Sex hormones influence the arrhythmogenic risk for various genetic heart diseases (GHDs) including long QT syndrome (LQTS), Brugada syndrome (BrS), catecholaminergic polymorphic ventricular tachycardia (CPVT), and idiopathic ventricular fibrillation (IVF). Although exogenous hormones are used frequently in transgender medicine for gender-affirming hormone therapy (GAHT), the effect of such treatments on sudden cardiac death (SCD) risk in transgender patients with a GHD is unknown. Objective: To describe the prevalence and spectrum of transgender patients with GHD and to evaluate the impact of GAHT on the treatment and outcomes of their underlying GHD. Methods: We performed a retrospective review of all patients seen and evaluated in Mayo Clinic’s Windland Smith Rice Genetic Heart Rhythm Clinic from January 1999-2022 to identify transgender patients. Clinical notes were reviewed for sex, gender identity, GAHT, and details of their GHD, therapy, and outcomes. Results: Among 1990 patients with a GHD, we found 7 patients (0.35%) who self-identify as a gender different from their chromosomal sex (transgender). Specifically, there were 4 patients who identified as transgender women (XY males at birth) and 3 as transgender men (XX females at birth). Five of seven patients (71%) have used forms of GAHT, with 2 patients on estradiol and 3 patients on testosterone. GHDs identified include LQT1 (2 transgender women), LQT3 (1 transgender man), LQT3/BrS overlap syndrome (1 transgender woman), genotype negative LQTS (1 transgender man), CPVT (1 transgender woman), and IVF (1 transgender man). Guideline-directed GHD therapy was optimized, not altered nor escalated, for all patients and no patients were advised against initiating GAHT due to perceived interactions. One of seven patients (transgender man with IVF) experienced a breakthrough cardiac event (BCE) while on GAHT, while the other 6 patients have had no BCEs. Conclusion: Although less than 0.5% of patients seen over 20+ years self-identified as transgender, their holistic care must include a careful discussion of the possible cardiac risks associated with GAHT. Additional studies are needed to determine the potential pro-arrhythmic risk of GAHT.
Abstract 12766: Tropsensor: A Rapid Non-Invasive Transdermal Solution For Troponin Measurement
Wu, Alan H.B. , Biswal, Siddharth, Burman, Atandra, Jaffe, Allan S. , Titus, Jitto , Jaffe, Allan S.

Mayo Clinic

Circulation | June 15, 2023 | Volume: 146 | Issue: Suppl_1 | Pages: No page available

10.1161/circ.146.suppl_1.12766 Get It

Introduction: Early identification of Acute Myocardial Injury can prompt rapid triage and appropriate interventions to improve clinical outcomes. Over 10 million patients present at the ED with chest-pain, with the majority due to non-cardiac causes, resulting in unnecessary burdens for Emergency Departments (ED). An instant non-invasive method to measure cardiac troponin (cTn) would therefore be of great benefit. Identified need: All Guidelines recommend the use of high sensitivity (HS) cTn for the diagnosis of acute coronary syndromes (ACS). Current biochemical biomarker testing relies on labeling the cTn with turnaround times often an hour or more. Point-of-care solutions reduce the test time, but still depend on the proper handling of samples and blood processing techniques that could lead to difficulties. Tropsensor provides a non-invasive alternative to standard of care (SOC) hs-cTn measurements without the need for a blood draw. The molecular infrared spectroscopy-based transdermal device provides a cTn readout within 5 minutes and allows for serial measurements without any of the delays or complications of blood draws. Methods: A 26-patient (consented and IRB approved) study was conducted at Zuckerberg San Francisco General Hospital with recruitment based on ACS-related presenting symptoms at the ED. Wrist-worn Tropsensor was used on the patients while the corresponding troponin was determined using a high sensitivity (SOC) assay (Siemens ADVIA Centaur) via a blood draw. Results and conclusions: A Pearson’s correlation of 82% with the hs-cTnI was observed. AMI diagnosis sensitivity was 100%, Specificity=50%, PPV=81.8%, NPV=100% and accuracy=84.6%. The Tropsensor modality seems to provide data similar to that of a hs-cTn assay. If so, it would accelerate the assessment of patients presenting with chest pain. By not requiring a blood draw, the Tropsensor could provide a rapid, safe, standardized and reliable source for cTn while allowing bedside serial trending. It thus has the potential to streamline cardiac care workflow by ruling-out many non-cardiac patients and identifying those with high values who are at risk. Such an approach has the potential to facilitate appropriate patient triage towards early discharge of emergent treatment.
Abstract 12743: Patient Satisfaction and Determinants of 1-Year Mortality Following Acute Coronary Syndrome
Paknikar, Sujaytha, Girardo, Marlene , Legler, Sean R. , Zubaid, Mohammed, Mora, Samia , Alsheikh-Ali, Alawi A.A. , Dugani, Sagar B.

Mayo Clinic

Circulation | June 15, 2023 | Volume: 146 | Issue: Suppl_1 | Pages: No page available

10.1161/circ.146.suppl_1.12743 Get It

Introduction: The association of patient satisfaction with hospital ACS care and risk for long-term outcomes is incompletely described. This is particularly relevant to the Gulf region, where the ACS burden is high and literature on patient satisfaction and outcomes is lacking. The aim was to compare determinants of 1-year mortality based on patient satisfaction with ACS care in the Gulf region. Methods: In a prospective registry of 3566 ACS patients from Bahrain, Kuwait, Oman, and UAE (Gulf COAST registry), we grouped patients by their self-reported overall satisfaction with ACS care reported at 1-month following ACS (low satisfaction [n=1654] vs. high satisfaction [n=1912]; Table). We examined associations of baseline characteristics and risk for 1-year mortality in logistic regression models adjusted for Global Registry of Acute Coronary Events (GRACE) score. Results: Mortality at 1-year following ACS was higher in patients reporting low satisfaction (8.8%; n=146/1654) vs. high satisfaction (5.4%; n=103/1912) ( P <.0001). Women, compared with men, had higher 1-year mortality risk in both satisfaction groups, and statistically significant risk in the low satisfaction group (aOR 1.45 [1.01–2.07]; P <.05). Lack of employment (vs. any employment) was associated with higher 1-year mortality risk in both the low satisfaction (aOR 6.44 [2.58–16.03]) and high satisfaction (aOR 2.58 [1.35–4.93]) groups with borderline significant interaction ( P interaction = .08). In both satisfaction groups, lack of education, hypertension and prior angina were associated with higher 1-year mortality risk, whereas dyslipidemia and diabetes showed no association. Conclusions: Low patient satisfaction with ACS care was associated with higher 1-year mortality risk. Socioeconomic factors such as employment and education were associated with higher 1-year mortality, independent of patient satisfaction, and may guide mortality reduction interventions.
Abstract 12736: Cardiac Fludeoxyglucose-18 Positron Emission Tomography in Genotype-Positive Arrhythmogenic Cardiomyopathy
MacIntyre, Ciorsti , Ackerman, Michael J. , Siontis, Konstantinos C. , Giudicessi, John R. , Tseng, Andrew S. , Garmany, Ramin , McLeod, Christopher J. , Cooper, Leslie T.

Mayo Clinic

Circulation | June 15, 2023 | Volume: 146 | Issue: Suppl_1 | Pages: No page available

10.1161/circ.146.suppl_1.12736 Get It

Introduction: Myocardial inflammation likely contributes to the pathogenesis of arrhythmogenic cardiomyopathy (ACM), a clinically and genetically heterogenous disorder characterized by ventricular dysfunction and potentially life-threatening ventricular arrhythmias. Due to phenotypic overlap, some patients with genetic ACM may have been evaluated for an underlying inflammatory cardiomyopathy, namely cardiac sarcoidosis. However, the cardiac fludeoxyglucose (FDG) positron emission tomography (PET) findings in ACM patients have not been assessed systematically. Methods: All genotype-positive patients in the Mayo Clinic ACM registry who received a cardiac FDG PET were included in this study. The cardiac FDG PET scan consisted of a resting myocardial perfusion scan with N13-ammonia as well as a F18-FDG scan after a high-fat diet to suppress physiologic FDG uptake. Pertinent demographic, genetic, imaging, and outcome data were extracted from the medical record. Results: Collectively, 12 (75% female) genotype-positive ACM patients received a cardiac PET FDG scan as part of their clinical evaluation (median age at scan 45.3 years [IQR 38.9-62.1]). Amongst these patients, pathogenic/likely pathogenic variants were detected in LMNA (n=7), DSP (n=3), FLNC (n=1), and PLN (n=1). Of note, 6/12 (50%) had abnormal myocardial FDG uptake, including diffuse (entire myocardium) uptake in 2/6 (33%), focal (1-2 segments) uptake in 2/6 (33%) and patchy (3+ segments) in 2/6 (33%). Median myocardial standardized uptake value ratio was 2.1 (IQR 1.5-2.6). Interestingly, LMNA -positive patients accounted for 3 out of 6 (50%) positive studies (diffuse uptake in 2 and focal uptake in 1). Conclusion: Myocardial FDG uptake is common in genetic ACM patients undergoing cardiac FDG PET. This finding further supports the role of myocardial inflammation in genetic ACM and demonstrates the ability of cardiac FDG PET to readily detect this phenomenon. Further investigation is needed to determine (i) the role of cardiac FDG PET in the evaluation of genetic ACM, (ii) if FDG uptake in genetic ACM has prognostic value and (iii) whether the attenuation of myocardial inflammation with immunosuppressive agents can impact the clinical course of inflammatory genetic ACMs.
Abstract 127: Urine Output And Mortality In Patients Resuscitated From Out Of Hospital Cardiac Arrest
Sarma, Dhruv , Kashani, Kianoush , Jentzer, Jacob C.

Mayo Clinic

Circulation | June 15, 2023 | Volume: 146 | Issue: Suppl_1 | Pages: No page available

10.1161/circ.146.suppl_1.127 Get It

Background: Urine output (UO) measurement utility after out-of-hospital cardiac arrest (OHCA) survivors who undergo targeted temperature management (TTM) is not well understood. Methods: We included 247 comatose adult patients who underwent TTM after OHCA between 2007 and 2017 and excluded those on maintenance dialysis. Groups were defined based on mean hourly UO during the first 24 hours: Group 1 (<0.5 ml/kg/hr, n=73), Group 2 (0.5-1 ml/kg/hr, n=81) and Group 3 (>1 ml/kg/hr, n=93). Kidney Disease: Improving Global Outcomes (KDIGO) serum creatinine criteria were used to define and stage acute kidney injury (AKI). Multivariable analysis was used to evaluate in-hospital mortality. Results: In-hospital mortality decreased as 24-hour mean UO increased (56.2% [41/73] vs 29.6% [24/81] vs 18.3% [17/93] in Groups 1, 2 and 3, respectively; adjusted OR 0.93 per 0.1 ml/kg/h higher, 95% CI 0.87-0.99, p = 0.03), and UO < 0.5 ml/kg/hr was strongly associated with in-hospital mortality (adjusted OR 4.2 [1.6-10.8], p=0.003). In-hospital mortality varied by the KDIGO stage and UO group (Figure), lowest in KDIGO stage 0 and highest in KDIGO stage 3. Both UO (adjusted OR 0.92 per 0.1 ml/kg/h higher, p = 0.002) and KDIGO stage (adjusted OR 1.62 per each stage, p = 0.002) were associated with in-hospital mortality when included in the same model. Among patients with KDIGO stage 0, lower UO portended higher mortality (Figure). Likewise, among patients with low UO (group 1), a higher KDIGO stage predicted higher mortality. Conclusion: Amongst OHCA survivors undergoing TTM, higher UO is incrementally associated with lower in-hospital mortality. The lowest mortality was observed at UO >=1 ml/kg/h, suggesting this as a target for resuscitation in OHCA patients undergoing TTM. Low UO remains associated with in-hospital mortality even when accounting for AKI by creatinine criteria, suggesting that oliguria is a more sensitive prognostic marker in the early post-OHCA phase.
Abstract 12681: GWAS Meta-Analysis in SCAD, a Women Predominant Ischemic Heart Disease, Reveals Common Variants and Genes Related to Artery Integrity and Tissue-Mediated Coagulation
Adlam, David , Ma, Lijiang , Blencowe, Montgomory, Turley, Tamiel N. , Yang, Min‐Lee , Junday, Keerat , CARDIoGRAMPlusC4D, investigators, DISCO register, Saw, Jacqueline , Xia, Yang, Samani, Nilesh J. , Berrandou, Takiy-Eddine , Georges, Adrien , Nelson, Christopher P. , Giannoulatou, Eleni , Iismaa, Siiri E. , Tarr, Ingrid S. , Muller, David W. , Hesselson, Stephanie , Fatkin, Diane , CARDIoGRAMPlusC4D, Combaret, Nicolas , investigators, DISCO register, Webb, Tom R. , Tweet, Marysia S. , Hayes, Sharonne N. , Yang, Xia , Ganesh, Santhi K. , Olson, Timothy M. , Kovacic, Jason C. , Graham, Robert M. , Bouatia‐Naji, Nabila

Mayo Clinic

Circulation | June 15, 2023 | Volume: 146 | Issue: Suppl_1 | Pages: No page available

10.1161/circ.146.suppl_1.12681 Get It

Introduction: Spontaneous coronary artery dissection (SCAD) is an understudied cause of acute myocardial infarction due to hematoma formation in coronary arteries primarily affecting women. It is not known to what extent SCAD is genetically distinct from other cardiovascular diseases, including atherosclerotic coronary artery disease (CAD). Methods and Results: Through a meta-analysis of 8 GWAS (1917 cases, 9292 controls of European ancestry), we identified 17 risk loci, including 12 new. Functional annotations pointed at enrichment in enhancer marks of arteries, specifically smooth muscle cells, and strong candidate genes, such as tissue factor gene ( F3 ) on Chr1 near rs1146473 (OR=1.32, P=5.8 х10 -9 ). F3 is novel for SCAD or any cardiovascular disease. The risk allele correlated with F3 lower expression in arteries, supporting a mechanism consistent with hematoma formation. Bayesian gene regulatory networks constructed from expression and genetics data indicated the extracellular matrix organization in arteries as the biological function where most prioritized genes clustered (e.g. COL4A1/A2, HTRA1, and TIMP3 ). Overall, we report substantial polygenicity for SCAD (LDSC: h 2 SNP = 0.71 ± 0.11) and shared genetics with several neurovascular diseases (e.g intracranial aneurysm). Intriguingly, for 6 loci, colocalization analyses showed that SCAD and CAD are likely to share the same causal variants but involve opposite risk alleles (e.g COL4A1/A2 ). In addition, a negative genetic correlation was found between SCAD and CAD (rg=-0.12; P=3.7х10 -3 ), including after conditioning on BP (mt-COJO: rg CAD/SBP =-0.19, P=4.6х10 -6 ). Mendelian randomization analyses indicated higher BP to associate with increased risk for SCAD (beta IVW-SBP =0.05, P=7.6х10 -6 , beta IVW-DBP =0.10, P=1.9х10 -6 ) and CAD (beta IVW-SBP =0.04, P=8.6х10 -49 ; DBP: beta IVW-DBP =0.06, P=1.6х10 -44 ) but not BMI, lipids, or type 2 diabetes, which we confirmed as genetic risk factors for CAD Conclusions: Our results set the stage for future investigation of novel biological pathways relevant to both SCAD and CAD and potential therapeutic and preventive strategies specifically targeting this ischemic disease predominantly affecting women.
Abstract 12634: A Novel in-vitro Patient-Specific Re-Engineered Cardiomyocyte Model of Multifocal Ectopic Purkinje-Related Premature Contractions
Gao, Xiaozhi , Ye, Dan , Zhou, Wei , Kim, Changsung, Tester, David J. , Giudicessi, John R. , Ackerman, Michael J. , Hamrick, Samantha K. , Kim, Changsung

Mayo Clinic

Circulation | June 15, 2023 | Volume: 146 | Issue: Suppl_1 | Pages: No page available

10.1161/circ.146.suppl_1.12634 Get It

Introduction: Multifocal ectopic Purkinje-related premature contractions (MEPPC), the most recent addition to the spectrum of SCN5A -mediated cardiac channelopathies, is characterized by frequent premature ventricular complexes (PVCs) originating from the Purkinje system, atrial arrhythmias, and a predilection for PVC-mediated dilated cardiomyopathy. Hypothesis: To investigate the electrophysiology phenotype of MEPPC in a novel, patient-specific, re-engineered cardiomyocyte model. Methods: Induced pluripotent stem cell-derived cardiomyocytes (iPSC-CMs) were generated from a 27-year-old male with a history of frequent, multifocal PVCs and atrial tachycardia, positive for a putative MEPPC-causative SCN5A variant (p.Q419P). A CRISPR-Cas9 Q419P variant-corrected isogenic control (IC) was created to establish the normalized electrophysiology recordings for that MEPPC model. The standard whole-cell patch clamp technique was used to measure Q419P-SCN5A- and IC-derived NaV1.5 sodium currents using voltage clamp configuration. In addition, action potential duration (APD) of the iPSC-CMs were measured using FluoVolt optical voltage-sensing dye. Results: Analysis of the current-voltage relationship revealed that neither peak sodium current densities nor late inward sodium current were impacted by Q419P-SCN5A. However, Q419P-SCN5A significantly right-shifted the V 1/2 in inactivation by 8.3 mV from -81.1±1.7 mV (IC, n=5) to -72.8±0.2 mV (Q419P-SCN5A, n=6, p<0.05 vs. IC) and left-shifted the V 1/2 in activation by -4.1 mV from -39.5±0.3 mV (IC, n=5) to -43.6±0.9 mV (Q419P-SCN5A, n=6, p<0.05 vs. IC) leading to a larger hyperpolarized window current. Optical APD90 measurement revealed no difference between the Q419P-containing (476 ± 23 ms) and the IC (474 ± 46 ms, p=0.867) cardiomyocytes. Conclusions: This is the first in-vitro disease model of MEPPC using patient-specific, re-engineered heart cells. Consistent with the findings in the non-cardiac HEK cell system, this MEPPC-causative variant contributes to increased window current in cardiomyocytes without affecting the cardiac APD. This novel cardiac cell model for MEPPC may facilitate new insights into the pathobiology of MEPPC and enable the testing of novel therapies for it.
Abstract 12598: Effect of Mavacamten on Systolic Anterior Motion of the Mitral Valve and Mitral Regurgitation in Patients With Obstructive Hypertrophic Cardiomyopathy: Insights From the VALOR-HCM Study
Owens, Anjali , Naidu, Srihari S. , Smedira, Nicholas G. , Wang, Quing, Lampl, Kathy, Sehnert, Amy J. , Nissen, Steven E. , Desai, Milind Y. , Cremer, Paul , Geske, Jeffrey B. , Jaber, Wael A. , Harb, Serge C. , Saberi, Sara , Wang, Andrew , Schaff, Hartzell V.

Mayo Clinic

Circulation | June 15, 2023 | Volume: 146 | Issue: Suppl_1 | Pages: No page available

10.1161/circ.146.suppl_1.12598 Get It

Introduction: In the randomized VALOR-HCM study of symptomatic patients with obstructive hypertrophic cardiomyopathy (oHCM), mavacamten reduced the need for septal reduction therapy at 16 weeks. The current sub-study sought to assess the impact of mavacamten on systolic anterior motion (SAM) of the mitral valve and associated mitral regurgitation (MR). Methods: Patients on maximally-tolerated medical therapy referred for septal reduction therapy were randomized 1:1 to mavacamten or placebo. Echocardiographic assessment was performed by an independent, blinded core laboratory. SAM was assessed as none, mild (anterior leaflet >/= 1 cm from the septum), moderate (anterior leaflets <1cm from the septum), and severe (anterior leaflet in contact with septum). MR was assessed according to ASE guidelines. Results: Among 112 enrolled patients, 23.2% (n=27) had at least moderate (2+) MR. Most (92.9%, n=104) had at least moderate resting SAM, of whom 55.4% (n = 62) had severe SAM. At 16 weeks, 53.7% of patients treated with mavacamten had at least one level improvement in resting SAM compared to 21.6% of patients treated with placebo ( p = 0.001), and 35.2% had at least a two level improvement in SAM compared with 11.8% of placebo patients ( p = 0.007)(Figure 1A). Similarly, patients treated with mavacamten had an improvement of -36.0 + 28.8 mmHg in resting left ventricular outflow tract gradient at week 16 compared to -1.5 + 26.5 mmHg with placebo (<0.001). At week 16, 48.1% of patients treated with mavacamten had at least a one grade improvement in MR, and 23.1% had at least a two grade improvement compared to 12.2% and 6.1% of patients treated with placebo ( p <0.001 and 0.025, respectively)(Figure 1B). Conclusions: In highly symptomatic patients with oHCM, treatment with mavacamten reduced resting SAM with an improvement in associated MR.
Abstract 12578: Development and Validation of a Scoring System For Predicting Technical Failure During Percutaneous Coronary Interventions of Chronic Total Occlusions: The Updated PROGRESS-CTO Score
Karácsonyi, Judit , KUTUZIS, MICHAEL, Sheikh, Abdul Malik, Jaber, Wissam , Rinfret, Stéphane , Yeh, Robert W. , Guindy, Ahmed El, Göktekín, Ömer , Rafeh, Nidal Abi, Jefferson, Brian , Karmpaliotis, Dimitrios, Kirtane, Ajay J. , McEntegart, Margaret , Mastrodemos, Olga , Rangan, Bavana V. , Ungi, Imre , Sandoval, Yader , Simsek, Bahadir , Kostantinis, Spyridon , Alaswad, Khaldoon , Krestyaninov, Oleg V. , Khatri, Jaikirshan J , Poommipanit, Paul B. , Görgülü, Şevket , Jaffer, Farouc A , Patel, Taral N. , Allana, Salman , Burke, M. Nicholas , Brilakis, Emmanouil S.

Mayo Clinic

Circulation | June 15, 2023 | Volume: 146 | Issue: Suppl_1 | Pages: No page available

10.1161/circ.146.suppl_1.12578 Get It

Background: Predicting technical failure in chronic total occlusion (CTO) percutaneous coronary intervention (PCI) can assist with decision making and planning of the procedure. Methods: We analyzed 6,946 CTO PCIs performed between 2016 and June 2022 at 36 international centers in the Prospective Global Registry for the Study of Chronic Total Occlusion Intervention (PROGRESS-CTO) and created a score for risk of technical failure. Logistic regression prediction modeling was used to identify independently associated variables with technical failure and model were internally validated with bootstrapping. Results: Mean patient age was 64.0±10 years, 82% were men and technical success was 86%. The following variables were independently associated with technical failure and were included in the final model: age (odds ratio [OR]: 1.08, 95% Confidence Intervals [CI]: [1.00-1.15], p=0.039; age≥ 65 years; 1 point), CTO length (OR: 1.13, 95% CI [1.10, 1.17]; length≥ 20 mm; 1 point), moderate/severe calcification (OR: 1.35, 95% CI [1.17, 1.56]; 1 point), proximal cap ambiguity (OR: 2.25, 95% CI [1.95, 2.59]; 2 points), lack of interventional collaterals (OR: 1.60, 95% CI [1.39, 1.84]; 1 point), and lack of good distal landing zone (OR: 1.51, 95% CI [1.31, 1.75]; 1 point). The resulting score showed acceptable performance on receiver-operating characteristic (ROC) curve, AUC: 0.68 (95% CI [0.67-0.71]). Internal validation with bootstrapping of 1000 samples demonstrated a good agreement with the model, observed AUC: 0.68, (95% bias corrected CI [0.67, 0.70]). PROGRESS-CTO technical failure score and corresponding risk percentage and the percentage of patients in the respective risk group within the PROGRESS-CTO registry are represented in Figure 1. Conclusion: The updated PROGRESS CTO score may be useful for assessing the likelihood of technical failure success in CTO PCI.