Circulation, Volume 146, Issue Suppl_1, Page A9704-A9704, November 8, 2022. Introduction:Several risk factors and scores have been studied to predict in-hospital mortality [IHM] and rehospitalization [RH] in patients with AHF.Hypothesis:The impact of the initial therapies implemented for AHF on the variables of the acid base gases (ABG) has not been evaluated for prognostication of IHM and RH.Methods:We prospectively evaluated 216 patients admitted in CICU with AHF from 2015 to 2021. Demographic, clinical and ABG variables were analyzed on admission and at 24 hours. Patients were grouped according to whether they presented improvement in respiratory failure, defined as improvement in SaO2, PaO2 and PaCO2 as well as de-escalation of respiratory support devices (NIV or high flow). The aim of the study was to identify whether the improvement in ABG variables, O2 requirement or respiratory support within 24 hours of admission is associated with lower IHM and RH at 60 days. Data was analyzed using bivariate and multivariate analyzes by logistic regression.Results:Mean age was 75 years (44% female), normal EF 62% and reduced 38%. Mean NT-pro-BNP was 9280 ng/dl. RH at 60 days was 25% and IHM was 8.7%. Mean PaO2 on admission was 75 mmHg and at 24 hours 82 mmHg, PaCO2 on admission was 38 mmHg and at 24 hours 40 mmHg, mean SaO2 on admission was 94% and at 24 hours 95%. In bivariate analysis, the highest elevation of the PaCO2 on admission as well as PaCO2 at 24 hours were identified as predictors of IHM (38.42 vs 40.26 mmHg, p = 0.025) and (40.17 vs 46.84 mmHg, p = 0.002) respectively. In multivariate analysis, AKI on CKD (p = 0.03), cardiogenic shock (p =
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Abstract 13760: Long-Term Cancer Risk After Acute Coronary Syndrome in Selected Urban and Rural Areas. The ABC-7b* Study on Heart Disease
Circulation, Volume 146, Issue Suppl_1, Page A13760-A13760, November 8, 2022. BackgroundIncreased cancer risk has been reported in patients with acute coronary syndrome (ACS). We attempted to investigate the geographic differences in this risk.Methods:In this prospective study, we enrolled 525 ACS patients admitted to 3 hospitals in Veneto region of Italy and discharged alive and free from neoplasia. Patients’ residency was classified into 2 urban and 2 nearby rural areas. We report the risk of neoplasia associated with smoking as a comparison.Results:With 3 exceptions, all patients completed a 24-year follow-up unless pre-empted by death. Urban (46%) and rural (54%) residents shared most of their baseline demographic and clinical characteristics. During the follow-up period, which represented 5851 person-years, 114 (22%) patients developed cancer. The cancer incidence rate was 17 and 22 per1000 person-years for urban and rural areas, respectively. No difference in cancer onset risk was found between urban and rural areas or between southern and northern provinces (HR 1.3; 95%CI 0.9–1.9;p= 0.21 and HR 1.4; 95% CI 0.9–2.0;p= 0.08, respectively) according to the unadjusted Cox regression analysis. Geographic areas, however, showed a strong positive interaction, with risk increasing from the urban to rural areas from southern to northern provinces (HR 2.9; 95% CI 1.3–6.5;p= 0.01). The fully adjusted model provided similar results. The HR for malignancy onset after ACS by smoking habit was (1.3; 95% CI 0.8–2.0;p= 0.26) in the unadjusted Cox regression model.ConclusionThe present prospective study shows that the cancer onset risk among unselected ACS patients in Italy’s Veneto region significantly differs by geography with the northern rural area having the highest risk. The risk seems to be higher than that observed with smoking habits.Figure 1. Graphical representation of the interaction analysis.
Abstract 12364: Exogenous Sphingosine-1-Phosphate Restores Nitric Oxide-Mediated Flow-Induced Dilation During Acute Inhibition of Ceramide Formation
Circulation, Volume 146, Issue Suppl_1, Page A12364-A12364, November 8, 2022. Our previous work has shown that chronic exposure to ceramide, a sphingolipid that when elevated in plasma is an independent risk factor major adverse cardiac events, causes microvascular endothelial dysfunction in arterioles collected from healthy adult patients. This presents as a change in the mediator of flow-induced dilation (FID) from the vasoprotective nitric oxide (NO) to the pro-atherosclerotic hydrogen peroxide (H2O2). Despite the known detrimental effects of ceramide, its metabolite sphingosine-1-phosphate (S1P) can promote NO formation. However, shear-induced ceramide formation is also necessary for maintaining NO-mediated FID, as arterioles from healthy individuals transition to H2O2-mediated FID during inhibition of the ceramide-forming enzyme neutral sphingomyelinase (NSmase). We hypothesize that the transition in mediator is due to the loss of acute S1P production, and thus addition of exogenous S1P can prevent microvascular endothelial dysfunction during inhibition of NSmase. Human arterioles (100-250μm) were dissected from otherwise discarded adipose tissue from healthy patients undergoing surgery. Videomicroscopy was used to assess vascular functionin vitro. Microvessels were pre-constricted with endothelin-1, and changes in internal diameter were measured following exposure to increased levels of flow. Dilation to flow was significantly impaired in the presence of the NO-synthase inhibitor L-NAME (100μM, 30 min) when healthy human arterioles were treated acutely with S1P (1μM, 30 min) in the presence of the NSmase inhibitor, GW4869 (10μM, 30 min), compared to GW4859 alone (% maximal diameter±SEM, 5.1±8.7, n=4 vs 70.1±5.3, n=4; p=0.001, 2-way ANOVA). Whereas, the presence of PEG-catalase, an enzyme that breaks down H2O2, had no effect (85.0±4.3; n=3). These data highlight the importance of S1P in maintaining NO signaling during exposure to shear and strengthens the concept that the conversion of ceramide to S1P is critical in promoting a quiescent endothelium.
Abstract 11306: Trajectories of Ticagrelor Adherence in Patients With Acute Coronary Syndromes
Circulation, Volume 146, Issue Suppl_1, Page A11306-A11306, November 8, 2022. Introduction:Adherence is often measured using proportion of days covered (PDC), where the single average PDC that is estimated conceals the heterogeneity of the adherence patterns, each of which may require unique solutions. Novel group-based trajectory methods allow one to distinguish subgroups of adherence patterns. We examined the magnitude of variation in PDC estimates in these subgroups.Methods:We conducted a retrospective cohort study of patients aged ≥65 years who had filled ticagrelor within 7 days post-ACS discharge in Ontario, Canada between 4/2014-3/2018. Longitudinal patterns of adherence were measured using group-based trajectory models over 1 year and compared with traditional adherence metrics using PDC for the entire cohort and for each trajectory group.Results:We identified 9,764 ticagrelor users (mean age 73.6; 65.4% men). Three distinct trajectory patterns of ticagrelor adherence were identified: a consistently adherent, a gradually nonadherent, and a rapidly nonadherent group, comprising 67.8%, 17.1% and 15.1% of the cohort, respectively. The 1-year mean PDC (±SD) was 80.8±29.2 for the whole ticagrelor post-ACS cohort. After differentiating by adherence trajectory group, mean PDC (±SD) was 97.4±4.5 % in the consistently adherent, while it was 69.1±15.6% and 20.2±11.6 over 1 year in the gradually and rapidly non-adherent trajectory groups, respectively.Conclusions:The overall ticagrelor adherence of ~80% 1-year post-ACS instills a false sense of comfort. The 3 distinct trajectory groups revealed divergent patterns not reflected by this overall mean estimate. The two-thirds of patients who were consistently adherent maintained nearly perfect ticagrelor adherence, while the rapidly non-adherent group only took ticagrelor on average for 2.5 months of the year. The trajectory method approach allows us to distinguish adherence subgroups, and better identify patients at risk of nonadherence who need targeted interventions.
Abstract 12220: Right Bundle Branch and Bifascicular Blocks: Insensitive Prognostic Indicators for Acute Myocardial Infarction
Circulation, Volume 146, Issue Suppl_1, Page A12220-A12220, November 8, 2022. Introduction:The clinical significance of right bundle branch block (RBBB) or bifascicular block (BFB) in the setting of ST-elevation myocardial infarction (STEMI) is uncertain. Informed by studies demonstrating higher rates of complete occlusion of the infarct-related artery in patients presenting with RBBB, the latest guidelines on STEMI management suggest patients with persistent ischemic symptoms and RBBB be considered for emergent coronary angiography. However, there has been little study of the prognostic implication of either RBBB or BFB in the setting of undifferentiated acute chest pain, and even less of the degree of ST-elevation in concomitant RBBB.Methods and Results:A total of 7626 patient encounters presenting to the Baylor St. Luke’s Medical Center between July 2018 and July 2020 with a chief complaint of “chest pain” were identified via electronic health record query. Of these encounters, 211 (2.8%) patients were found to have RBBB. Of that cohort, 18 (8.5%) presented with acute coronary syndrome, with STEMI accounting for 6 (2.8%), non-STEMI 9 (4.3%), and unstable angina 3 (1.4%). New or presumed new RBBBs were found in 59 (28%) of total RBBB patients, of which only 5 (8.5%) were found to have acute coronary syndrome and only 2 (3.4%) STEMI specifically. Similarly, 90 (42.7%) patients with chest pain and RBBB were found to have a BFB. New or presumed new BFBs were found in 40 (19%) patients, of which only 4 (10%) were also found to have acute coronary syndrome. No patients with new-onset BFB had STEMI. Furthermore, real-time diagnosis of anterior STEMI was complicated in two patients presenting with acute coronary syndrome by the masking of ST elevation in leads V1-3 by concomitant RBBB.Conclusions:In a large cohort of undifferentiated patients who presented with chest pain and RBBB or BFB (regardless if new or presumed new), only a small fraction had acute coronary syndrome, and even fewer STEMI. These data suggest patients with undifferentiated chest pain and RBBB on ECG with clinical suspicion for acute myocardial infarction and any degree of ST-elevation in leads V1-3 be considered for emergent coronary angiography rather than RBBB or BFB without ST-segment elevation.
Abstract 11958: Incidence of Acute Thrombotic Occlusion and Its Predictors After Contemporary Femoropopliteal Endovascular Therapy in Patients With Peripheral Artery Disease
Circulation, Volume 146, Issue Suppl_1, Page A11958-A11958, November 8, 2022. Introduction:Although there is robust evidence for the superiority of contemporary femoropopliteal (FP)-specific devices to traditional therapy using non-coated balloon or bare metal stent, cohesive reports on the incidence of acute thrombotic occlusion (ATO) after endovascular therapy (EVT) with contemporary FP devices are scarce. This study investigated the incidence of ATO and its predictors after contemporary FP-EVT for peripheral artery disease.Methods:We retrospectively examined 763 limbs (chronic limb-threatening ischemia [CLTI]: 44%, involving popliteal arterial lesion: 44%) in 644 patients (mean age: 75±9 years, male: 71%, hemodialysis: 34%) who successfully underwent EVT with contemporary FP devices (drug-coated balloon [DCB]: n=235, scaffold: n=528 [drug-coated stent: n=220, stent graft: n=158, drug-eluting stent: n=150]) from June 2012 to July 2020. The outcome measure was ATO defined as acute onset of claudication and/or signs of CLTI in combination with angiographic evidence of occlusive thrombus formation within the treated segment. Cox proportional hazards regression models were used to identify baseline characteristics associated with the incidence of ATO after contemporary FP-EVT.Results:The 24-month incidence of ATO in the overall population was 4.3±0.8% (DCB: 1.0±0.7% versus scaffold: 5.8±1.1%, P
Abstract 13029: Acute Myocardial Infarction – Mortality Trends in the United States
Circulation, Volume 146, Issue Suppl_1, Page A13029-A13029, November 8, 2022. Introduction:Acute Myocardial Infarction (AMI) contributes to a significant cardiovascular related deaths in the general population. AMI is a life-threatening condition that occurs when the blood supply to the myocardium is abruptly cut-off due to blockage in coronary arteries resulting in tissue infarction. AMI is associated with high morbidity and mortality (up to 34-42%). We hypothesized that with recent advancements in reperfusion therapy and techniques for treating arrhythmias and pump failure, the mortality rates might show downward trends.Methods:In this retrospective observational study, death certificate data was retrieved from the Center for Disease Control and Prevention’s Wide-Ranging Online Data for Epidemiological Research (WONDER) database from 2001 to 2020. WONDER database identifies the underlying cause of death. Mortality for AMI including anterior, posterior, inferior wall, or unspecified (ICD-10 121.0; 121.1; 121.2; 121.3; 121.4; 121.9) as an underlying cause of death was queried from 2001 to 2020. This study duration was further divided into five-year periods. Crude mortality rate and age-adjusted mortality rate per 100,000 deaths (with a 95% confidence interval) were calculated for four U.S. census regions to explore regional variations (CR-1 Northeast; CR-2 Midwest; CR-3 South; CR-4 West).Results:The overall age-adjusted mortality rate (AAMR) decreased from 58.0 to 27.1 per 100,000 deaths (53.5%) in the years 2001-2005 to 2016-2020 as illustrated in the figure 1. AAMR showed a comparable downward trend in all 4 U.S. census regions (Figure 1).Conclusions:From 2001 to 2020 AAMR showed a downward trend which may indicate an improvement in AMI patient care with evolving guidelines based therapeutic interventions. Limitations of this study include intrinsic weakness of the WONDER dataset (Changes with ICD-9 to ICD 10 codes, and potential miscoding) which may need further discovery.
Abstract 11912: Pregabalin Use Increases the Risk of Acute Heart Failure in Patients With Heart Failure: A Population-Based Study
Circulation, Volume 146, Issue Suppl_1, Page A11912-A11912, November 8, 2022. Introduction:Pregabalin, a structural analog to λ-aminobutyric acid, is prescribed for neurological disorders. Through actions to cause sodium/water retention, the agent may increase the risk of acute heart failure (AHF).Methods:We performed a retrospective cohort study using a repository of healthcare records obtained from a large U.S. academic healthcare system. HF patients were identified between 1/1/2016-12/31/2020. Patients who had initiated treatment with pregabalin were compared to patients with no post-HF pregabalin over a 365-day post-pregabalin period or post-HF period. Study outcomes were per-patient per-year (PPPY) emergency department (ED) admissions or PPPY hospitalizations, time-to first ED admission, and time-to hospitalizations. Outcomes encounters were adjudicated by a HF diagnosis (ICD-10, I50.x) at any position. We tested the association between the pregabalin exposure and outcomes using generalized linear regression and Cox-proportional hazard regression approach.Results:The study cohort included 483 pregabalin-HF patients and 21,150 pregabalin-naïve HF patients. The pregabalin-HF patients age was (mean±SEM: 62.2±0.7 vs. 66.2±0.1 years,p
Abstract 14879: Circadian Variation in Pre-Procedural Rupture of Acute Type A Aortic Dissection
Circulation, Volume 146, Issue Suppl_1, Page A14879-A14879, November 8, 2022. Introduction:Acute type A aortic dissection (ATAAD) is a devasting cardiovascular disease. Though it is recommended by guidelines, urgent open surgery was not accessible for all patients. Transferring patients to comprehensive aortic centers, inadequate medical assistance in low-resource health systems or financial issues would delay the timing of surgery. There have been several reports about the connection between circadian variation and cardiovascular disease. The study was conducted to examine the circadian variation in pre-procedural rupture of ATAAD in the hospital.Methods:The study enrolled ATAAD patients who died from aortic rupture within 7 days since onset in our center from January 2010 to December 2020. Patients who died within 1 hour after admission were excluded. All patients accepted anti-impulse therapy immediately upon admission. Clinical data were retrospectively collected from medical records.Results:In total, 200 ATAAD patients were enrolled in the retrospective observational study. Mean age of recruiters was 55.98 ± 11.82 years and 159 (78.5%) were men. Mean time from onset to admission was 26.78 ± 24.97 hours and mean time from onset to rupture was 48.27 ± 42.01 hours. Distributions of rupture time were visualized through histogram. The peaks of the occurrence of aortic rupture were in 6:00-8:00 (26%) and 18:00-22:00 (36%). Kernel density estimation was consistent with the results.Conclusions:Rupture of ATAAD does not seem to be a random phenomenon, while the peak of occurrence was consistent with the circadian rhythm. Even when the hemodynamic state was well controlled, fluctuant blood pressure and heart rate that influenced by the circadian rhythm would increase the risk of aortic rupture. During 6:00-8:00 and 18:00-22:00, more frequent blood pressure measurement and does adjustment of intravenous anti-impulse drugs might improve aortic rupture reduction. What’s more, bedtime hypertension treatment might also help.
Abstract 9885: Possible Risk Factors of In-Hospital Death Among Acute Ischemic Stroke Patients With Atrial Septal Defect; A Study From the 2019 National Inpatient Sample
Circulation, Volume 146, Issue Suppl_1, Page A9885-A9885, November 8, 2022. Introduction:Atrial septal defect (ASD) is one of the most common congenital cardiac defects. It can also allow paradoxical emboli to move into the cerebral vasculature leading to Acute Ischemic Stroke (AIS). As there is a lack of adequate information on the additional risk factors for mortality in ASD patients following AIS, we queried the largest inpatient database in the United States for answers.Methods:Patients with ASD were identified among patients of ages 25 and more admitted with a principal diagnosis of AIS ICD-10 code (I63.x) in 2019 from the National Inpatient Sample(NIS). Various patient characteristics and procedures were also studied. A Multivariate regression model adjusting for several factors allowed our study to further evaluate potential risk factors for mortality among ASD patients.Results:Our study found 551,385 cases of AIS, amongst which 19,670 (3.6%) also had a diagnosis of ASD. ASD patients had a higher risk of requiring mechanical thrombectomy (aOR 1.239, 95% CI 1.167- 1.316, p
Abstract 14147: Septal Longitudinal Strain Predicts Long-Term Mortality in Patients With Acute Pulmonary Embolism
Circulation, Volume 146, Issue Suppl_1, Page A14147-A14147, November 8, 2022. BackgroundAcute pulmonary embolism (PE) is associated with an increased risk of short- and long-term mortality. Since interventricular septal systolic function contributes to a third of right ventricular (RV) cardiac output, we sought to investigate the potential value of septal strain in PE.MethodsThis was a retrospective cohort study of patients admitted with acute pulmonary embolism. Patients underwent echocardiography during admission and included left ventricular (LV) speckle tracking, by which global longitudinal strain (GLS) and regional strain were acquired. Multivariable adjustments were made for age, sex, simplified PE index (sPESI), abnormal cardiac biomarkers (troponin or proBNP) and RV systolic function. The endpoint was all-cause death.ResultsThe cohort consisted of 186 patients (mean age 68 years, 54% men), of whom 49 (26%) died during a median follow up of 3.5 years (IQR: 2.9-6.7 years). All LV systolic measures were univariable predictors of death (LVEF: HR: 1.04 (1.02-1.06), per 1% decrease; GLS: HR: 1.15 (1.07-1.22), per 1% absolute decrease; septal strain: HR: 1.15 (1.08-1.23), per 1% absolute decrease] (figure). RV systolic function was also associated with death [TAPSE: HR: 1.06 (1.01-1.12), per 1mm decrease). After multivariable adjustments, only septal strain remained significantly associated with outcome (HR: 1.09 (1.01-1.19), p=0.029, per 1% absolute decrease).Furthermore, septal strain significantly increased C-statistics when added to a base model of sPESI score, abnormal biomarkers and presence of hypotension (base model C-stat: 0.76; base model and septal strain C-stat: 0.83, p for increment = 0.006).ConclusionSeptal strain is associated with death in acute PE and provides prognostic information beyond conventional risk assessment.
Abstract 14384: A Decade Trend, Sex, Racial and Economic Disparities in Hospitalization for Premature Acute Myocardial Infarction Among Patients With Obesity and Morbid Obesity: A Decade Trend From the National Inpatient Sample
Circulation, Volume 146, Issue Suppl_1, Page A14384-A14384, November 8, 2022. Introduction:Epidemiological evidence suggests that obesity is associated with Acute myocardial infarction (AMI). Studies on the incidence and outcomes of patients with premature AMI who are obese are limited with attention to disparities are scarce.Hypothesis:Obesity and Morbid Obesity is associated with increasing premature AMIMethods:This was a trend study of the National Inpatient database from 2010 to 2019. We searched for AMI as primary reason for hospitalization with obesity or morbid obesity as a comorbidity using the ICD codes. We estimated trends, inpatient mortality, mean length of hospital stays (LOS) and mean total hospital charges (THC) over the period. We performed a stratified analysis in categories: sex (male and female), race (Caucasians, Blacks, Hispanics), and median household income for patient’s zip code (low-income quartile [LIQ] vs high-income quartile [HIQ]) to assess disparities in outcomes. Multivariable regression analysis adjusted for age and sex was used to obtain trend statistics on outcomes.Results:There was a total of 173,106 hospitalizations for obesity with early AMI with the proportion of females (63.7%). There was an increase in early MI by 60.9% among obese patients, with mean in-hospital mortality of 1.3%. Female obese patients had a 33% increase in inpatient mortality with premature AMI, with the highest increase among black women compared to white women (78.7% vs. 35.0%). Hospitalization for adult premature AMI in patients with morbid obesity was 64,926 with proportion of female 66.1% from 2010 to 2019. The incidence of hospitalization for premature AMI among morbidly obese patients increased by 120% from 2010 to 2019. The average mortality from 2010 to 2019 among morbidly obese patient with premature AMI was 2.0% in the decade studied. There was a trend toward decreased mortality over the years; however, on subgroup analysis, the decrease in mortality was significant among whites but not among blacks, LIQ, or HIQ in early MI with morbid obesity.Conclusions:Our study shows a significant increase in hospitalization for premature AMI in obese and morbidly obese patients. The female obese patient has higher inpatient mortality with highest among blacks compared to whites.
Abstract 15628: Incidence, Complications, and Outcomes of Non – ST Elevation Myocardial Infarction in Patients Presenting With Acute Ischemic Stroke
Circulation, Volume 146, Issue Suppl_1, Page A15628-A15628, November 8, 2022. Background:Acute myocardial infarction may concomitantly occur with acute ischemic stroke. The incidence,complications and outcomes of acute Non- ST elevation Myocardial infarction in acute ischemic stroke are not well studied.Methods:We examined hospitalized patients (n = 1,726,265) with acute ischemic stroke that were included in National Inpatient Sample 2016-2019. Acute ischemic stroke and NSTEMI were defined by using International classification of disease (ICD -10). STEMI patients were excluded. Multivariable logistic regression analysis was used to examine association of NSTEMI with outcomes. A subgroup analysis of NSTEMI patients that underwent PCI (with or without angioplasty) was also performed.Results:Of the total stroke patients, 27630 (1.6%) patients (mean age 73.5, 52.2% females) had NSTEMI diagnosed during the hospitalization. Of these, 3890 (6.32%) died in NSTEMI group and 57670 (93.68%) died in non NSTEMI group. The commonest complications in NSTEMI group were cardiogenic shock 25% , cardiac tamponade 13.8% , and septic shock 12.1%. NSTEMI in stroke patients were associated with several complications and mortality (OR 2.73, 95% CI 2.57-2.90, p value
Abstract 11896: Spontaneous Heparin-Induced Thrombocytopenia Presenting as Acute Stent Thromboses Following an Acute St-Segment Elevation Myocardial Infarction
Circulation, Volume 146, Issue Suppl_1, Page A11896-A11896, November 8, 2022. Introduction:Spontaneous heparin-induced thrombocytopenia (HIT) is a rare clinical variant that develops without prior exposure to heparin. We present a 40-year-old man who was diagnosed with spontaneous HIT after an acute ST-segment elevation myocardial infarction complicated by multiple acute stent thromboses and left ventricular (LV) thrombus.Case:A 40-year-old previously healthy man with no known history of heparin exposure presented to our emergency department with an acute ST-segment elevation myocardial infarction. Emergent coronary angiography revealed a severely thrombotic 100% occlusion of his distal left anterior descending artery for which thrombectomy and percutaneous coronary intervention (PCI) were performed with placement of a drug eluting stent. Prior to angiography, the patient received 4000 units of unfractionated heparin and an additional 2000 units intra-arterially during the case. Labs prior to PCI revealed thrombocytopenia and HIT enzyme-linked immunoassay testing was sent. He underwent repeat angiography two additional times during his course for recurrent chest pain which both revealed acute stent thrombosis. HIT testing eventually returned positive for the presence of platelet factor 4 antibodies. A subsequent serotonin release assay returned positive, confirming the diagnosis of HIT. A transthoracic echocardiogram during his hospitalization also revealed an LV thrombus.Discussion:Heparin-induced thrombocytopenia (HIT) is traditionally diagnosed after thrombocytopenia develops 5 to 10 days after exposure to heparin. However, there have been rare reports of a spontaneous form of HIT that can occur without prior exposure to heparin. This case highlights a rare presentation of spontaneous HIT. Although infrequent, cardiologists should be aware of atypical presentations of HIT, since almost all patients will receive heparin prior to or during coronary angiography and coronary interventions. Spontaneous HIT should be considered in all patients who present with unexplained thrombocytopenia with arterial and/or venous thrombi. Failure to recognize this clinical entity could lead to potentially life-threatening thrombotic complications from further administration of heparin.
Abstract 15435: Evaluating Sex-Disparities in Machine Learning Decision Support Tools for Acute Coronary Syndrome Classification in the Emergency Department
Circulation, Volume 146, Issue Suppl_1, Page A15435-A15435, November 8, 2022. Introduction:Women are less likely than men to be promptly diagnosed with acute coronary syndrome (ACS) and have worse post-ACS outcomes. These diagnostic failures are partially due to ACS findings on surface ECG manifesting differently in women, which may result in unnecessary delays in treatment. To narrow health disparities, we aim to investigate the sex-specific signatures of ACS as they appear on ECGs.Methods:This was a prospective observational cohort study of chest-pain patients evaluated for suspected ACS at 3 UPMC-affiliated tertiary care hospitals. After featurization, all ECG data were separately fed into 7 machine learning classifiers to predict ACS. We examined the results by sex. We also investigated two other methods: (1) building two independent models based respectively on the female and male subgroups and (2) building a model based on the initial total sample supplemented by the patients’ sex. We used Shapley values to explain the decision-making criteria of the models. We report the results for random forest, the best performing classifier.Results:Our sample consisted of 4132 patients (Age 59 ± 16; 47% female; 15% ACS). Machine learning models continue to disproportionately underperform in females across all classifiers evaluated. The sensitivity, specificity and false negative rate in the global model blinded to sex were 82.89%, 76.22% and 17.11% for men, and 67.39%, 74.16% and 32.61% for women (p
Abstract 11248: The Impact of Acute Coronary Syndrome on Early In-Stent Neoatherosclerosis Using Optical Coherence Tomography
Circulation, Volume 146, Issue Suppl_1, Page A11248-A11248, November 8, 2022. Introduction:Patients with acute coronary syndromes (ACS) are known to have a higher risk of target vessel revascularization after percutaneous coronary intervention (PCI) and worse long-term prognosis than patients with stable angina. Neoatherosclerosis is one of the significant factors at very late stent thrombosis. And the presence of in-stent neoatherosclerosis is independently associated with major adverse cardiac event. Although many studies have been reported on neoatherosclerosis, few have been reported on short-term in-stent neoatherosclerosis. Moreover, none have evaluated the impact of ACS. We investigated the impact of ACS on in-stent neoatheroscrelosis using Optical Coherence Tomography (OCT) in the present study.Methods:From March 2017 to November 2020, we investigated 102 patients (122 lesions) who had undergone PCI using drug eluting stent during that period and were followed up for OCT within one year. Subjects were categorized as ACS or non-ACS according to clinical findings at the time of target lesion intervention. We used OCT to investigate the presence of early in-stent neoatherosclerosis.Result:ACS group consisted of 21 (20.6%). In patients with ACS, women tended to be more common (38% vs 19%,P=0.0777). There were no differences in age or presence of diabetes or dyslipidemia during treatment. There were also no significant differences in LDL-C levels at the time of PCI (88 (73-114) mg/dL vs 100 (85-124) mg/dL,P=0.319) and when observed by OCT (67 (55-81) mg/dL vs 68 (57-89) mg/dL,P=0.622). The ACS group was significantly more likely to have a previous history of ACS (38% vs 12%,P=0.0104). Stent length was significantly shorter in ACS patients (24 (18-28) mm vs 32 (23-38) mm,P=0.0365). The mean dulation from PCI was 292 days. In-stent neoatherosclerosis was more frequent in the ACS group (31.8 % vs 9.9 %,P=0.014).Conclusion:This observational study using OCT indicates that stenting for ACS lesion is associated with early in-stent neoatherosclerosis.