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American Heart Association Cardiogenic Shock Registry: Design and Implementation

Morrow, David A; Jessup, Mariell; Abraham, William T; Acker, Michael; Aringo, Angeline; Batchelor, Wayne; Chikwe, Joanna; Costello, Shaina; Drakos, Stavros G; Farmer, Steven; Gelijns, Annetine; Gillette, Nicole; Hochman, Judith S; Isler, Maria; Kapur, Navin K; Kilic, Arman; Kormos, Robert; Lewis, Eldrin F; Lindenfeld, JoAnn; Lombardi, Pierluca; Mancini, Donna; Rao, Sunil V; Rutan, Christine; Samsky, Marc; Krucoff, Mitchell W
BACKGROUND/UNASSIGNED:Cardiogenic shock is a morbid complication of heart disease that claims the lives of more than 1 in 3 patients presenting with this syndrome. Supporting a unique collaboration across clinical specialties, federal regulators, payors, and industry, the American Heart Association volunteers and staff have launched a quality improvement registry to better understand the clinical manifestations of shock phenotypes, and to benchmark the management patterns, and outcomes of patients presenting with cardiogenic shock to hospitals across the United States. METHODS/UNASSIGNED:Participating hospitals will enroll consecutive hospitalized patients with cardiogenic shock, regardless of etiology or severity. Data are collected through individual reviews of medical records of sequential adult patients with cardiogenic shock. The electronic case record form was collaboratively designed with a core minimum data structure and aligned with Shock Academic Research Consortium definitions. This registry will allow participating health systems to evaluate patient-level data including diagnostic approaches, therapeutics, use of advanced monitoring and circulatory support, processes of care, complications, and in-hospital survival. Participating sites can leverage these data for onsite monitoring of outcomes and benchmarking versus other institutions. The registry was concomitantly designed to provide a high-quality longitudinal research infrastructure for pragmatic randomized trials as well as translational, clinical, and implementation research. An aggregate deidentified data set will be made available to the research community on the American Heart Association's Precision Medicine Platform. On March 31, 2022, the American Heart Association Cardiogenic Shock Registry received its first clinical records. At the time of this submission, 100 centers are participating. CONCLUSIONS/UNASSIGNED:The American Heart Association Cardiogenic Shock Registry will serve as a resource using consistent data structure and definitions for the medical and research community to accelerate scientific advancement through shared learning and research resulting in improved quality of care and outcomes of shock patients.
PMID: 38887950
ISSN: 1941-7705
CID: 5671952

Cardiometabolic Comorbidity Burden and Circulating Biomarkers in Patients with Chronic Coronary Disease in the ISCHEMIA Trials

Hamo, Carine E; Liu, Richard; Wu, Wenbo; Anthopolos, Rebecca; Bangalore, Sripal; Held, Claes; Kullo, Ifitkhar; Mavromatis, Kreton; McManus, Bruce; Newby, L Kristin; Reynolds, Harmony R; Ruggles, Kelly V; Wallentin, Lars; Maron, David J; Hochman, Judith S; Newman, Jonathan D; Berger, Jeffrey S; ,
Cardiometabolic comorbidities, diabetes (DM), hypertension (HTN), and obesity, contribute to cardiovascular disease (CVD). Circulating biomarkers facilitate prognostication for patients with CVD. We explored the relationship between cardiometabolic comorbidity burden in patients with chronic coronary disease (CCD) and biomarkers of myocardial stretch, injury, inflammation, and platelet activity. We analyzed participants from the ISCHEMIA Trials biorepository with plasma biomarkers (NT-proBNP, hs-cTnT, hs-CRP, IL-6, sCD40L, and GDF-15) and clinical risk factors [hemoglobin A1c (HbA1c), systolic blood pressure (SBP), and body mass index (BMI)] at baseline. We defined cardiometabolic comorbidities as DM, HTN, and obesity at baseline. Comorbidity burden characterized by number and severity of comorbidities. Controlled comorbidities were defined as HbA1c <7% for those with DM, SBP <130 mmHg for those with HTN and BMI <30 kg/m2. Severely uncontrolled was defined as HbA1c ≥8%, SBP ≥160 mmHg, and BMI ≥35 kg/m2. We performed linear regression analyses to examine the association between comorbidity burden and log-transformed biomarker levels adjusting for age, sex, eGFR controlled for hemodialysis, and left ventricular ejection fraction. A total of 752 individuals (mean age 66, 19% female, 84% white) were included in this analysis. Self-reported Black race, current smokers, history of MI and HF had greater cardiometabolic comorbidity burden. The presence of ≥ 1 severely uncontrolled comorbidity was associated with significantly higher baseline levels of hs-cTnT, hs-CRP, IL-6, and GDF-15 compared to participants with no comorbidities. In conclusion, increasing cardiometabolic comorbidity burden in patients with CCD is associated with higher levels of circulating biomarkers of myocardial injury and inflammation.
PMID: 38844195
ISSN: 1879-1913
CID: 5665722

Factors Associated With Coronary Angiography Performed Within 6 Months of Randomization to the Conservative Strategy in the ISCHEMIA Trial

Pracoń, Radosław; Spertus, John A; Broderick, Samuel; Bangalore, Sripal; Rockhold, Frank W; Ruzyllo, Witold; Demchenko, Elena; Nageh, Thuraia; Grossman, Gabriel Blacher; Mavromatis, Kreton; Manjunath, Cholenahally N; Smanio, Paola E P; Stone, Gregg W; Mancini, G B John; Boden, William E; Newman, Jonathan D; Reynolds, Harmony R; Hochman, Judith S; Maron, David J; ,
BACKGROUND/UNASSIGNED:ISCHEMIA (International Study of Comparative Health Effectiveness With Medical and Invasive Approaches) did not find an overall reduction in cardiovascular events with an initial invasive versus conservative management strategy in chronic coronary disease; however, there were conservative strategy participants who underwent invasive coronary angiography early postrandomization (within 6 months). Identifying factors associated with angiography in conservative strategy participants will inform clinical decision-making in patients with chronic coronary disease. METHODS/UNASSIGNED:Factors independently associated with angiography performed within 6 months of randomization were identified using Fine and Gray proportional subdistribution hazard models, including demographics, region of randomization, medical history, risk factor control, symptoms, ischemia severity, coronary anatomy based on protocol-mandated coronary computed tomography angiography, and medication use. RESULTS/UNASSIGNED:Among 2591 conservative strategy participants, angiography within 6 months of randomization occurred in 8.7% (4.7% for a suspected primary end point event, 1.6% for persistent symptoms, and 2.6% due to protocol nonadherence) and was associated with the following baseline characteristics: enrollment in Europe versus Asia (hazard ratio [HR], 1.81 [95% CI, 1.14-2.86]), daily and weekly versus no angina (HR, 5.97 [95% CI, 2.78-12.86] and 2.63 [95% CI, 1.51-4.58], respectively), poor to fair versus good to excellent health status (HR, 2.02 [95% CI, 1.23-3.32]) assessed with Seattle Angina Questionnaire, and new/more frequent angina prerandomization (HR, 1.80 [95% CI, 1.34-2.40]). Baseline low-density lipoprotein cholesterol <70 mg/dL was associated with a lower risk of angiography (HR, 0.65 [95% CI, 0.46-0.91) but not baseline ischemia severity nor the presence of multivessel or proximal left anterior descending artery stenosis >70% on coronary computed tomography angiography. CONCLUSIONS/UNASSIGNED:Among ISCHEMIA participants randomized to the conservative strategy, angiography within 6 months of randomization was performed in <10% of patients. It was associated with frequent or increasing baseline angina and poor quality of life but not with objective markers of disease severity. Well-controlled baseline low-density lipoprotein cholesterol was associated with a reduced likelihood of angiography. These findings point to the importance of a comprehensive assessment of symptoms and a review of guideline-directed medical therapy goals when deciding the initial treatment strategy for chronic coronary disease. REGISTRATION/UNASSIGNED:URL: https://www.clinicaltrials.gov; Unique identifier: NCT01471522.
PMCID:11187765
PMID: 38629312
ISSN: 1941-7632
CID: 5671492

Coronary Microvascular Dysfunction Is Associated With a Proinflammatory Circulating Transcriptome in Patients With Nonobstructive Coronary Arteries

Smilowitz, Nathaniel R; Schlamp, Florencia; Hausvater, Anaïs; Joa, Amanda; Serrano-Gomez, Claudia; Farid, Ayman; Hochman, Judith S; Barrett, Tessa; Reynolds, Harmony R; Berger, Jeffrey S
PMID: 38299358
ISSN: 1524-4636
CID: 5627252

Therapeutic Heparin in non-ICU patients Hospitalized for COVID-19 in the ACTIV-4a Trial: Effect on 3 Month Symptoms and Quality of Life

Greenstein, Yonatan Y; Hubel, Kinsley; Froess, Joshua; Wisniewski, Stephen R; Venugopal, Vidya; Lai, Yu-Hsuan; Berger, Jeff S; Chang, Steven Y; Colovos, Christos; Shah, Faraaz; Kornblith, Lucy Z; Lawler, Patrick R; Gaddh, Manila; Guerrero, Raquel Morillo; Nkemdirim, William; Lopes, Renato D; Reynolds, Harmony R; Amigo, Jose Seijas; Wahid, Lana; Zahra, Ajani; Goligher, Ewan C; Zarychanski, Ryan; Leifer, Eric; Huang, David T; Neal, Matthew D; Hochman, Judith S; Cushman, Mary; Gong, Michelle N
BACKGROUND:Therapeutic-dose heparin decreased days requiring organ support in non-critically ill patients hospitalized for COVID-19 but its impact on persistent symptoms or quality of life (QoL) is unclear. RESEARCH QUESTION/OBJECTIVE:In the ACTIV-4a trial, was randomization of patients hospitalized for COVID-19 illness to therapeutic-dose vs. prophylactic heparin associated with less symptoms and better QoL at 90-days? STUDY DESIGN AND METHODS/METHODS:This was an open-label randomized controlled trial at 34 hospitals in the US and Spain. 727 non-critically ill patients hospitalized for COVID-19 from September 2020 to June 2021 were randomized to therapeutic-dose vs. prophylactic heparin. Only patients with 90-day data on symptoms and QoL were analyzed. We ascertained symptoms and QoL by EQ-5D-5L at 90-day follow-up in a pre-planned analysis for the ACTIV-4a trial. Individual domains assessed by the EQ-5D-5L were mobility, self-care, usual activities, pain/discomfort, and anxiety/depression. Univariate and multivariate analysis were performed. RESULTS:Among 571 patients, 288 (50.4%) reported at least one symptom. In 410 patients, 148 (36.1%) reported moderate to severe impairment in one or more domains of EQ-5D-5L. Presence of 90-day symptoms were associated with moderate-severe impairment in the EQ-5D-5L domains of mobility (adjusted odds ratio (aOR) 2.37, 95% CI 1.22-4.59), usual activity (aOR 3.66, 95% CI 1.75-7.65), pain (aOR 2.43, 95% CI 1.43-4.12), and anxiety (aOR 4.32, 95% CI 2.06-9.02), compared to patients reporting no symptoms There were no differences in symptoms or the overall EQ-5D-5L index score between treatment groups. Therapeutic-dose heparin was associated with less moderate-severe impairment in all physical functioning domains (mobility, self-care, usual activities) but was independently significant only in the self-care domain (aOR 0.32, CI 0.11-0.96). INTERPRETATION/CONCLUSIONS:In a randomized controlled trial of hospitalized non-critically ill patients with COVID-19, therapeutic-dose heparin was associated with less severe impairment in the self-care domain of EQ-5D-5L. However, this type of impairment was uncommon, affecting 23 individuals. CLINICAL TRIAL REGISTRATION/BACKGROUND:NCT04505774.
PMID: 37979717
ISSN: 1931-3543
CID: 5608182

Development and external validation of a dynamic risk score for early prediction of cardiogenic shock in cardiac intensive care units using machine learning

Hu, Yuxuan; Lui, Albert; Goldstein, Mark; Sudarshan, Mukund; Tinsay, Andrea; Tsui, Cindy; Maidman, Samuel D; Medamana, John; Jethani, Neil; Puli, Aahlad; Nguy, Vuthy; Aphinyanaphongs, Yindalon; Kiefer, Nicholas; Smilowitz, Nathaniel R; Horowitz, James; Ahuja, Tania; Fishman, Glenn I; Hochman, Judith; Katz, Stuart; Bernard, Samuel; Ranganath, Rajesh
BACKGROUND:Myocardial infarction and heart failure are major cardiovascular diseases that affect millions of people in the US with the morbidity and mortality being highest among patients who develop cardiogenic shock. Early recognition of cardiogenic shock allows prompt implementation of treatment measures. Our objective is to develop a new dynamic risk score, called CShock, to improve early detection of cardiogenic shock in cardiac intensive care unit (ICU). METHODS:We developed and externally validated a deep learning-based risk stratification tool, called CShock, for patients admitted into the cardiac ICU with acute decompensated heart failure and/or myocardial infarction to predict onset of cardiogenic shock. We prepared a cardiac ICU dataset using MIMIC-III database by annotating with physician adjudicated outcomes. This dataset that consisted of 1500 patients with 204 having cardiogenic/mixed shock was then used to train CShock. The features used to train the model for CShock included patient demographics, cardiac ICU admission diagnoses, routinely measured laboratory values and vital signs, and relevant features manually extracted from echocardiogram and left heart catheterization reports. We externally validated the risk model on the New York University (NYU) Langone Health cardiac ICU database that was also annotated with physician adjudicated outcomes. The external validation cohort consisted of 131 patients with 25 patients experiencing cardiogenic/mixed shock. RESULTS:CShock achieved an area under the receiver operator characteristic curve (AUROC) of 0.821 (95% CI 0.792-0.850). CShock was externally validated in the more contemporary NYU cohort and achieved an AUROC of 0.800 (95% CI 0.717-0.884), demonstrating its generalizability in other cardiac ICUs. Having an elevated heart rate is most predictive of cardiogenic shock development based on Shapley values. The other top ten predictors are having an admission diagnosis of myocardial infarction with ST-segment elevation, having an admission diagnosis of acute decompensated heart failure, Braden Scale, Glasgow Coma Scale, Blood urea nitrogen, Systolic blood pressure, Serum chloride, Serum sodium, and Arterial blood pH. CONCLUSIONS:The novel CShock score has the potential to provide automated detection and early warning for cardiogenic shock and improve the outcomes for the millions of patients who suffer from myocardial infarction and heart failure.
PMID: 38518758
ISSN: 2048-8734
CID: 5640892

Sex Differences in Revascularization, Treatment Goals, and Outcomes of Patients With Chronic Coronary Disease: Insights From the ISCHEMIA Trial

Reynolds, Harmony R; Cyr, Derek D; Merz, C Noel Bairey; Shaw, Leslee J; Chaitman, Bernard R; Boden, William E; Alexander, Karen P; Rosenberg, Yves D; Bangalore, Sripal; Stone, Gregg W; Held, Claes; Spertus, John; Goetschalckx, Kaatje; Bockeria, Olga; Newman, Jonathan D; Berger, Jeffrey S; Elghamaz, Ahmed; Lopes, Renato D; Min, James K; Berman, Daniel S; Picard, Michael H; Kwong, Raymond Y; Harrington, Robert A; Thomas, Boban; O'Brien, Sean M; Maron, David J; Hochman, Judith S; ,
BACKGROUND:Women with chronic coronary disease are generally older than men and have more comorbidities but less atherosclerosis. We explored sex differences in revascularization, guideline-directed medical therapy, and outcomes among patients with chronic coronary disease with ischemia on stress testing, with and without invasive management. METHODS AND RESULTS/RESULTS:=0.49), with no significant sex-by-treatment-group interactions. CONCLUSIONS:Women had less extensive coronary artery disease and, therefore, lower revascularization rates in the invasive group. Despite lower risk factor goal attainment, women with chronic coronary disease experienced similar risk-adjusted outcomes to men in the ISCHEMIA trial. REGISTRATION/BACKGROUND:URL: http://wwwclinicaltrials.gov. Unique identifier: NCT01471522.
PMCID:10944079
PMID: 38410945
ISSN: 2047-9980
CID: 5645612

Body Mass Index and Clinical and Health Status Outcomes in Chronic Coronary Disease and Advanced Kidney Disease in the ISCHEMIA-CKD Trial

Mathew, Roy O; Kretov, Evgeny I; Huang, Zhen; Jones, Philip G; Sidhu, Mandeep S; O'Brien, Sean M; Prokhorikhin, Aleksei A; Rangaswami, Janani; Newman, Jonathan; Stone, Gregg W; Fleg, Jerome L; Spertus, John A; Maron, David J; Hochman, Judith S; Bangalore, Sripal; ,
OBJECTIVE:This study aimed to assess whether an obesity paradox (lower event rates with higher body mass index [BMI]) exists in participants with advanced chronic kidney disease (CKD) and chronic coronary disease in the International Study of Comparative Health Effectiveness of Medical and Invasive Approaches (ISCHEMIA)-CKD, and whether BMI modified the effect of initial treatment strategy. METHODS:). Associations between BMI and the primary outcome of all-cause death or myocardial infarction (D/MI), and all-cause death, cardiovascular death, and MI individually were estimated. Associations with health status were also evaluated using the Seattle Angina Questionnaire-7, the Rose Dyspnea Scale, and the EuroQol-5D Visual Analog Scale. RESULTS:was marginally associated with D/MI (HR 1.43 [1.00-2.04]) and greater dyspnea throughout follow-up (P < .05 at all time points). Heterogeneity of treatment effect between baseline BMI was not evident for any outcome. CONCLUSIONS:In the ISCHEMIA-CKD trial, an obesity paradox was not detected. Higher BMI was associated with worse dyspnea, and a trend toward increased D/MI and MI risk. Larger studies to validate these findings are warranted.
PMID: 37925061
ISSN: 1555-7162
CID: 5607182

REPLY: Interpreting the Impact of Complete Revascularization in the ISCHEMIA Trial [Letter]

Stone, Gregg W; Ali, Ziad A; Hochman, Judith S; Maron, David J
PMID: 38267120
ISSN: 1558-3597
CID: 5625012

COVID-19 Convalescent Plasma Therapy: Long-term Implications

Yoon, Hyunah; Li, Yi; Goldfeld, Keith S; Cobb, Gia F; Sturm-Reganato, Caroline L; Ostrosky-Zeichner, Luis; Jayaweera, Dushyantha T; Philley, Julie V; Desruisseaux, Mahalia S; Keller, Marla J; Hochman, Judith S; Pirofski, Liise-Anne; Ortigoza, Mila B; ,
BACKGROUND/UNASSIGNED:The long-term effect of coronavirus disease 2019 (COVID-19) acute treatments on postacute sequelae of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection (PASC) is unknown. The CONTAIN-Extend study explores the long-term impact of COVID-19 convalescent plasma (CCP) therapy on postacute sequelae of SARS-CoV-2 infection (PASC) symptoms and general health 18 months following hospitalization. METHODS/UNASSIGNED:The CONTAIN-Extend study examined 281 participants from the original CONTAIN COVID-19 trial (CONTAIN-RCT, NCT04364737) at 18 months post-hospitalization for acute COVID-19. Symptom surveys, global health assessments, and biospecimen collection were performed from November 2021 to October 2022. Multivariable logistic and linear regression estimated associations between the randomization arms and self-reported symptoms and Patient-Reported Outcomes Measurement Information System (PROMIS) scores and adjusted for covariables, including age, sex, race/ethnicity, disease severity, and CONTAIN enrollment quarter and sites. RESULTS/UNASSIGNED:There were no differences in symptoms or PROMIS scores between CCP and placebo (adjusted odds ratio [aOR] of general symptoms, 0.95; 95% CI, 0.54-1.67). However, females (aOR, 3.01; 95% CI, 1.73-5.34), those 45-64 years (aOR, 2.55; 95% CI, 1.14-6.23), and April-June 2020 enrollees (aOR, 2.39; 95% CI, 1.10-5.19) were more likely to report general symptoms and have poorer PROMIS physical health scores than their respective reference groups. Hispanic participants (difference, -3.05; 95% CI, -5.82 to -0.27) and Black participants (-4.48; 95% CI, -7.94 to -1.02) had poorer PROMIS physical health than White participants. CONCLUSIONS/UNASSIGNED:CCP demonstrated no lasting effect on PASC symptoms or overall health in comparison to the placebo. This study underscores the significance of demographic factors, including sex, age, and timing of acute infection, in influencing symptom reporting 18 months after acute hypoxic COVID-19 hospitalization.
PMCID:10807994
PMID: 38269049
ISSN: 2328-8957
CID: 5625122