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2.
Eur Heart J ; 2024 Jul 02.
Article in English | MEDLINE | ID: mdl-38953772

ABSTRACT

BACKGROUND AND AIMS: Incidence and types of secondary tricuspid regurgitation (TR) are not well defined in atrial fibrillation (AFib) and sinus rhythm (SR). Atrial secondary TR (A-STR) is associated with pre-existing AFib; however, close to 50% of patients with A-STR do not have AFib. The aim of this study was to assess incidence, types, and outcomes of ≥ moderate TR in AFib vs. SR. METHODS: Adults with and without new-onset AFib without structural heart disease or ≥ moderate TR at baseline were followed for the development of ≥ moderate TR. Tricuspid regurgitation types were pacemaker, left-sided valve disease, left ventricular (LV) dysfunction, pulmonary hypertension (PH), isolated ventricular, and A-STR. RESULTS: Among 1359 patients with AFib and 20 438 in SR, 109 and 378 patients developed ≥ moderate TR, respectively. The individual types of TR occurred more frequently in AFib related to the higher pacemaker implantation rates (1.12 vs. 0.19 per 100 person-years, P < .001), larger right atrial size (median 78 vs. 53 mL, P < .001), and higher pulmonary pressures (median 30 vs. 28 mmHg, P < .001). The most common TR types irrespective of rhythm were LV dysfunction-TR and A-STR. Among patients in SR, those with A-STR were older, predominantly women with more diastolic abnormalities and higher pulmonary pressures. All types of secondary TR were associated with all-cause mortality, highest in PH-TR and LV dysfunction-TR. CONCLUSIONS: New-onset AFib vs. SR conferred a higher risk of the individual TR types related to sequelae of AFib and higher pacemaker implantation rates, although the distribution of TR types was similar. Secondary TR was universally associated with increased mortality.

3.
JACC Cardiovasc Interv ; 17(13): 1577-1590, 2024 Jul 08.
Article in English | MEDLINE | ID: mdl-38986657

ABSTRACT

BACKGROUND: Mitral annular calcification (MAC) is a progressive degenerative process associated with comorbidities and increased mortality. A staging system that considers extramitral cardiac damage in MAC may help improve patient selection for mitral valve interventions. OBJECTIVES: This study sought to develop a transthoracic echocardiogram (TTE)-based cardiac staging system in patients with MAC and significant mitral valve dysfunction and assess its prognostic utility. METHODS: We retrospectively evaluated all adults who underwent TTE over 1 year at Mayo Clinic with MAC and significant mitral valve dysfunction defined as mitral stenosis and/or at least moderate mitral regurgitation. Patients were categorized into 5 stages according to extramitral cardiac damage by TTE. All-cause mortality and heart failure hospitalization were assessed. RESULTS: For the 953 included patients, the mean age was 76.2 ± 10.7 years, and 54.0% were women. Twenty-eight (2.9%) patients were classified in stages 0 to 1, 499 (52.4%) in stage 2, 115 (12.1%) in stage 3, and 311 (32.6%) in stage 4. At the 3.8-year follow-up, mortality was significantly higher in patients in stages 2 to 4 compared to stages 0 to 1 and increased with each stage. Survival differences were maintained after adjustment for age, diabetes mellitus, and glomerular filtration rate. The rate of heart failure hospitalization was significantly higher in stages 3 and 4 compared to stages 0 to 1. Similar results were observed in subgroup analysis in patients with moderate or severe MAC, predominant mitral stenosis, or predominant mitral regurgitation. CONCLUSIONS: Using the proposed extramitral cardiac damage staging system in patients with MAC and significant mitral valve dysfunction, more advanced stages are associated with higher mortality.


Subject(s)
Calcinosis , Heart Failure , Mitral Valve Insufficiency , Mitral Valve Stenosis , Mitral Valve , Predictive Value of Tests , Severity of Illness Index , Humans , Female , Male , Aged , Retrospective Studies , Mitral Valve/physiopathology , Mitral Valve/diagnostic imaging , Mitral Valve Insufficiency/physiopathology , Mitral Valve Insufficiency/diagnostic imaging , Mitral Valve Insufficiency/mortality , Mitral Valve Stenosis/physiopathology , Mitral Valve Stenosis/diagnostic imaging , Mitral Valve Stenosis/mortality , Calcinosis/physiopathology , Calcinosis/diagnostic imaging , Calcinosis/mortality , Time Factors , Aged, 80 and over , Risk Factors , Heart Failure/physiopathology , Heart Failure/mortality , Heart Failure/etiology , Middle Aged , Minnesota , Risk Assessment , Prognosis , Echocardiography
4.
Article in English | MEDLINE | ID: mdl-38972614

ABSTRACT

IMPORTANCE: Guidelines recommend the use of Dobutamine stress echocardiography (DSE) in patients with low-gradient aortic stenosis (AS) and left ventricular ejection fraction (LVEF) <50%. However, a paucity exists in DSE data when LVEF>35%. OBJECTIVE: To examine the diagnostic accuracy of DSE, in patients with low-gradient AS with a wide range of LVEF and to examine the interaction between the diagnostic accuracy of DSE and LVEF. DESIGN, SETTING AND PARTICIPANTS: Patients with mean-gradient<40 mmHg, AVA<1.0 cm2, and stroke volume index≤35 mL/m2 undergoing DSE and Cardiac Computer Tomography (C-CT) were identified from three prospectively collected patient cohorts, and stratified according to LVEF; LVEF<35%, LVEF 35-50% & LVEF>50%. EXPOSURE: DSE and C-CT was performed on patients with low-gradient AS MAIN OUTCOMES AND MEASURES: Severe AS was defined as AVC score ≥2000 AU among men, and ≥1200 AU for women on C-CT. RESULTS: Of 221 patients included in the study, 78 (35%) presented with LVEF<35%, 67 (30%) with LVEF 35-50%, and 76 (34%) with LVEF>50%. Mean-gradient and Vmax during DSE showed significantly diagnostic heterogeneity between LVEF groups, being most precise when LVEF<35% (both AUC=0.90), albeit with optimal thresholds of 30 mmHg & 377 cm/s, and a limited diagnostic yield in patients with LVEF≥35% (AUC=0.67 & 0.66 in LVEF 35-50% and AUC=0.65 & 0.60 in LVEF≥50%). Using guideline thresholds led to a sensitivity/specificity of 49%/84% for all patients with LVEF<50%. CONCLUSION AND RELEVANCE: While DSE is safe and leads to an increase in stroke volume in patients with low-gradient AS regardless of LVEF, the association between DSE gradients and AS severity assessed by C-CT demonstrates important heterogeneity depending on LVEF, with highest accuracy in patients with LVEF<35%.

5.
JACC Adv ; 3(3): 100827, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38938846

ABSTRACT

Background: Pulmonary hypertension (PH) has been shown to be associated with worse outcomes in patients with aortic regurgitation (AR) in small older studies. Objectives: The authors sought to evaluate the prevalence of PH in patients with severe AR, its impact on mortality and symptoms, and regression after aortic valve replacement (AVR). Methods: A total of 821 consecutive patients with chronic ≥ moderate-severe AR on echocardiography from 2004 to 2019 were retrospectively analyzed. PH was defined as right ventricular systolic pressure (RVSP) >40 mm Hg on transthoracic echocardiogram (mild-moderate PH: RVSP 40-59 mm Hg, severe PH: RVSP > 60 mm Hg). Clinical and echocardiographic data were extracted from the electronic medical record and echocardiographic reports. The diastolic function and filling pressures were manually assessed and checked, and the left ventricular (LV) volumes were traced by a level 3-trained echocardiographer. The primary objectives were prevalence of PH in patients with ≥ moderate-severe AR, its risk associations and impact on all-cause mortality as the primary outcome. Secondary outcomes were impact of PH on symptoms and change in RVSP at discharge post-AVR. Logistic and Cox proportional hazards regression were used to analyze these outcomes. Results: The mean age was 61.2 ± 17 years, and 162 (20%) were women. Mild-moderate PH was present in 91 (11%) patients and severe PH in 27 (3%). Larger LV size, elevated LV filling pressures, and ≥ moderate tricuspid regurgitation were associated with PH. During follow-up of 7.3 (6.3-7.9) years, 188 patients died. Compared to those without PH, risk of mortality was higher in mild-moderate PH (adjusted HR: 1.59 (95% CI: 1.07-2.36) (P = 0.021)) and severe PH (adjusted HR: 2.90 (95% CI: 1.63-5.15) (P < 0.001)). Symptoms were also more prevalent in those with PH (P = 0.004). Of 396 patients who underwent AVR during the study period, 57 had PH. AVR similarly improved survival in patients without and with PH (P for interaction = 0.23), and there was regression in RVSP (≥8 mm Hg drop) at discharge post-AVR in 35/57 (61%) patients with PH. Conclusions: PH was present in 14% of patients with AR and was associated with higher mortality and symptoms. The survival benefit of AVR was similar in patients without and with PH.

7.
Article in English | MEDLINE | ID: mdl-38904570

ABSTRACT

BACKGROUND: Despite the close association between aortic stenosis (AS) and cardiac damage (CD), it is unclear if CD is limited to patients with moderate and severe AS and which factors affect its progression. Although altered valvular hemodynamic status may drive the development of CD in AS, commonly occurring comorbidities may contribute. OBJECTIVES: The aim of this study was to determine the prevalence of and factors associated with CD in mild AS. METHODS: This retrospective study included 9,611 patients with mild AS (peak aortic valve velocity [Vmax] 2-3 m/s and description of abnormal aortic valve) from 2010 through 2021. CD was staged using the Genereux classification. RESULTS: All but 20% (n = 1,901; stage 0) of patients with mild AS demonstrated CD: 1,613 (17%) stage 1, 4,843 (50%) stage 2, 891 (9%) stage 3, and 363 (4%) stage 4. Patients with higher stages had more comorbidities (hypertension, heart failure, ischemic heart disease, stroke, peripheral arterial disease, chronic kidney disease, chronic pulmonary disease, and diabetes mellitus) but had valvular hemodynamic status similar to those without CD. CD stage did not worsen with higher Vmax range (stage >1 in 64% with Vmax <2.5 m/s vs 61% with Vmax ≥2.5 m/s) but increased with the number of comorbidities, with stage >1 occurring in 50%, 53%, 60%, 66%, 72%, and 73% in the presence of 0, 1, 2, 3, 4, and 5 or more comorbidities, respectively. CONCLUSIONS: CD was highly prevalent in patients with mild AS. Among patients with mild AS, there was no relationship between the degree of CD and AS severity; instead, CD was highly associated with comorbidities.

8.
Eur Heart J Digit Health ; 5(3): 260-269, 2024 May.
Article in English | MEDLINE | ID: mdl-38774376

ABSTRACT

Aims: Augmenting echocardiography with artificial intelligence would allow for automated assessment of routine parameters and identification of disease patterns not easily recognized otherwise. View classification is an essential first step before deep learning can be applied to the echocardiogram. Methods and results: We trained two- and three-dimensional convolutional neural networks (CNNs) using transthoracic echocardiographic (TTE) studies obtained from 909 patients to classify nine view categories (10 269 videos). Transthoracic echocardiographic studies from 229 patients were used in internal validation (2582 videos). Convolutional neural networks were tested on 100 patients with comprehensive TTE studies (where the two examples chosen by CNNs as most likely to represent a view were evaluated) and 408 patients with five view categories obtained via point-of-care ultrasound (POCUS). The overall accuracy of the two-dimensional CNN was 96.8%, and the averaged area under the curve (AUC) was 0.997 on the comprehensive TTE testing set; these numbers were 98.4% and 0.998, respectively, on the POCUS set. For the three-dimensional CNN, the accuracy and AUC were 96.3% and 0.998 for full TTE studies and 95.0% and 0.996 on POCUS videos, respectively. The positive predictive value, which defined correctly identified predicted views, was higher with two-dimensional rather than three-dimensional networks, exceeding 93% in apical, short-axis aortic valve, and parasternal long-axis left ventricle views. Conclusion: An automated view classifier utilizing CNNs was able to classify cardiac views obtained using TTE and POCUS with high accuracy. The view classifier will facilitate the application of deep learning to echocardiography.

9.
Article in English | MEDLINE | ID: mdl-38754746

ABSTRACT

BACKGROUND: Stress echocardiographic (SE) testing is an important modality in cardiovascular risk stratification and obstructive coronary artery disease assessment. Binary sex-based parameters are classically used for the interpretation of these studies, even among transgender women (TGW). Coronary artery disease is a leading cause of morbidity and mortality in this population. Yet, it remains unclear whether TGW exhibit a distinct stress testing profile from their cisgender counterparts. METHODS: Using a matched case-control study design, the authors compared the echocardiographic stress testing profiles of TGW (n = 43) with those of matched cisgender men (CGM; n = 84) and cisgender women (CGW; n = 86) at a single center. Relevant data, including demographics, comorbidities, and cardiac testing data, were manually extracted from the patients' charts. RESULTS: The prevalence of hypertension and dyslipidemia was similar between TGW and CGW and lower than that of CGM (P = .003 and P = .009, respectively). The majority of comorbidities and laboratory values were similar. On average, TGW had higher heart rates than CGM (P = .002) and had lower blood pressures than CGM and CGW (P < .05). TGW's double product and metabolic equivalents were similar to those among CGW and lower than those of CGM (P = .016 and P = .018, respectively). On echocardiography, left ventricular end-diastolic and end-systolic diameters among TGW were similar to those of CGW but lower than those of CGM (P = .023 and P = .018, respectively). Measures of systolic and diastolic function, except for exercise mitral valve E/e' ratio, which was lower in TGW than CGW (P = .029), were largely similar among the three groups. There was no difference in the wall motion score index, and therefore, no difference in the percentage of positive SE test results. CONCLUSIONS: This study shows, for the first time, that TGW have a SE profile that is distinct from that of their cisgender counterparts. Larger, multicenter, prospective studies are warranted to further characterize the SE profile of TGW.

10.
J Am Heart Assoc ; 13(9): e033872, 2024 May 07.
Article in English | MEDLINE | ID: mdl-38700000

ABSTRACT

BACKGROUND: The mortality risk attributable to moderate aortic stenosis (AS) remains incompletely characterized and has historically been underestimated. We aim to evaluate the association between moderate AS and all-cause death, comparing it with no/mild AS (in a general referral population and in patients with heart failure with reduced ejection fraction). METHODS AND RESULTS: A systematic review and pooled meta-analysis of Kaplan-Meier-derived reconstructed time-to-event data of studies published by June 2023 was conducted to evaluate survival outcomes among patients with moderate AS in comparison with individuals with no/mild AS. Ten studies were included, encompassing a total of 409 680 patients (11 527 with moderate AS and 398 153 with no/mild AS). In the overall population, the 15-year overall survival rate was 23.3% (95% CI, 19.1%-28.3%) in patients with moderate AS and 58.9% (95% CI, 58.1%-59.7%) in patients with no/mild aortic stenosis (hazard ratio [HR], 2.55 [95% CI, 2.46-2.64]; P<0.001). In patients with heart failure with reduced ejection fraction, the 10-year overall survival rate was 15.5% (95% CI, 10.0%-24.0%) in patients with moderate AS and 37.3% (95% CI, 36.2%-38.5%) in patients with no/mild AS (HR, 1.83 [95% CI, 1.69-2.0]; P<0.001). In both populations (overall and heart failure with reduced ejection fraction), these differences correspond to significant lifetime loss associated with moderate AS during follow-up (4.4 years, P<0.001; and 1.9 years, P<0.001, respectively). A consistent pattern of elevated mortality rate associated with moderate AS in sensitivity analyses of matched studies was observed. CONCLUSIONS: Moderate AS was associated with higher risk of death and lifetime loss compared with patients with no/mild AS.


Subject(s)
Aortic Valve Stenosis , Humans , Aortic Valve Stenosis/mortality , Aortic Valve Stenosis/physiopathology , Aortic Valve Stenosis/surgery , Severity of Illness Index , Survival Rate/trends , Heart Failure/mortality , Heart Failure/physiopathology , Risk Assessment/methods , Risk Factors , Stroke Volume/physiology , Cause of Death , Time Factors , Female , Aged , Male
11.
12.
J Am Coll Cardiol ; 83(16): 1495-1507, 2024 Apr 23.
Article in English | MEDLINE | ID: mdl-38530687

ABSTRACT

BACKGROUND: The natural history of moderate/severe atrial functional mitral regurgitation (AFMR) is unknown. OBJECTIVES: The authors sought to study the incidence of left ventricular (LV) systolic dysfunction (LVSD), progression or regression of ≥mild-moderate AFMR, and impact on mortality. METHODS: Adults with left atrial (LA) volume index ≥40 mL/m2, ≥mild-moderate AFMR, and follow-up echocardiogram were followed for incident LVSD (ejection fraction <50% and ≥10% lower than baseline), progression of mild-moderate/moderate AFMR to severe, and persistent regression of AFMR to no/trivial. Relation of AFMR progression or regression as time-dependent covariates with all-cause mortality was studied. Incidence of LVSD was compared with patients with no/mild AFMR matched on age, sex, comorbidities and ejection fraction. Patients were followed until mitral intervention, myocardial infarction, or last follow-up. RESULTS: A total of 635 patients (median age 75 years, 51% female, 96% mild-moderate/moderate AFMR, 4% severe AFMR) were included. Over a median 2.2 years (Q1-Q3: 1.0-4.3 years), incidence rates per 100 person-years were 3.2 for LVSD (P = 0.52 vs patients with no/mild AFMR), 1.9 for progression of AFMR, and 3.9 for regression. Female sex and larger LA volume index were independently associated with progression, whereas younger age, male sex, absent atrial fibrillation, and higher LA emptying fraction were independently associated with regression. Neither AFMR progression nor regression was independently associated with mortality. Instead, independent risk factors for mortality included older age, concentric LV geometry, and higher estimated LV filling and pulmonary pressures. CONCLUSIONS: In patients with predominantly mild-moderate/moderate AFMR, regression of MR was more common than progression, but neither was associated with mortality. Instead, diastolic function abnormalities were more important. Over a median 2-year follow-up, LVSD risk was not increased.


Subject(s)
Atrial Fibrillation , Mitral Valve Insufficiency , Ventricular Dysfunction, Left , Adult , Humans , Male , Female , Aged , Heart Atria , Echocardiography/adverse effects , Atrial Fibrillation/complications , Comorbidity
13.
Article in English | MEDLINE | ID: mdl-38493834

ABSTRACT

BACKGROUND: Mitral annulus calcification (MAC) represents a degenerative process resulting in calcium deposition in the mitral valve apparatus. Mitral annulus calcification is associated with adverse clinical outcomes. We sought to examine the long-term significance of mild MAC and its relationship to subsequent mitral valve dysfunction (MVD) and mortality in patients without MVD on the initial echocardiogram. METHODS: A total of 1,420 patients with mild MAC and no MVD at baseline and 1 or more follow-up echocardiograms at least 1 year after the baseline echocardiogram were included in the analysis. For patients with >1 echocardiogram during follow-up, the last echocardiogram was used. The same criteria were used to identify 6,496 patients without MAC. Mitral valve dysfunction was defined as mitral regurgitation (MR) and/or mitral stenosis (MS) of moderate or greater severity. Mixed disease was defined as the concurrent presence of both moderate or greater MS and MR. The primary end point was development of MVD, and the secondary end point was all-cause mortality. RESULTS: For patients with mild MAC, age was 74 ± 10 years and 528 (37%) were female. Over a median follow-up of 4.7 (interquartile range, 2.7-6.9) years, 215 patients with mild MAC developed MVD, including MR in 170 (79%), MS in 37 (17%), and mixed disease in 8 (4%). In a multivariable regression model compared to patients without MAC, the presence of mild MAC was independently associated with increased mortality (hazard ratio = 1.43; 95% CI 1.24, 1.66; P < .001). Kaplan-Meier 4-year survival rates were 80% and 90% for patients with mild MAC and no MAC, respectively. CONCLUSIONS: Mild MAC observed on transthoracic echocardiography is an important clinical finding with prognostic implications for both valvular function and mortality.

14.
J Am Soc Echocardiogr ; 37(5): 518-529, 2024 May.
Article in English | MEDLINE | ID: mdl-38467311

ABSTRACT

BACKGROUND: The etiology and significance of coronary artery tortuosity (TCA) among patients with spontaneous coronary artery dissection (SCAD) are unknown. The aim of this prospective imaging cohort study was to report echocardiographic findings and evaluate whether TCA correlates with cardiac anatomy and function among patients with SCAD. Comorbidities including fibromuscular dysplasia (FMD) and outcomes were also assessed. METHODS: TCA was determined on coronary angiography performed during the diagnosis of SCAD, and cardiac structure and function were evaluated using prospective comprehensive echocardiography. RESULTS: Among 116 patients with SCAD, the mean age at echocardiography was 50.8 ± 8.8 years, a median of 10.9 months after SCAD. Sixty-two patients (53.4%) had FMD, 41 (35.3%) had histories of hypertension, and 17 (14.8%) were hypertensive during echocardiography. Most patients (n = 78 [69%]) had normal left ventricular geometry with normal median ejection fraction (61%; interquartile range, 56% to 64%) and normal global longitudinal strain (-22.2%; interquartile range, -24.0% to -19.9%). Fifteen patients (13.4%) had diastolic dysfunction that was associated with hypertension at the time of echocardiography. Patients with TCA (n = 96 [82.8%]) were older (mean age, 52.1 ± 8.0 vs 44.7 ± 9.9 years; P < .001) with a higher prevalence of FMD (59.4% vs 25%, P = .007) but a similar prevalence of hypertension (35% vs 35%, P > .99) compared with patients without TCA. Across the age range (31.5 to 66.9 years), each decade of age was associated with an approximately 0.89-unit increase in coronary tortuosity score (P < .0001). Echocardiographic parameters were not significantly different between the two groups. Median follow-up duration was 4.4 years (95% CI, 3.8 to 5.2 years). The Kaplan-Meier 3-year SCAD recurrence rate was 9.4% (95% CI, 3.7% to 14.8%). There were no deaths. CONCLUSIONS: The majority of patients with SCAD had normal or near normal echocardiographic results, including global longitudinal strain, with no differences according to TCA. However, patients with SCAD with TCA were older, with a higher prevalence of FMD.


Subject(s)
Coronary Vessel Anomalies , Coronary Vessels , Echocardiography , Fibromuscular Dysplasia , Vascular Diseases , Vascular Diseases/congenital , Humans , Female , Male , Fibromuscular Dysplasia/complications , Fibromuscular Dysplasia/diagnosis , Fibromuscular Dysplasia/epidemiology , Fibromuscular Dysplasia/physiopathology , Middle Aged , Coronary Vessel Anomalies/epidemiology , Coronary Vessel Anomalies/complications , Coronary Vessel Anomalies/diagnosis , Coronary Vessel Anomalies/physiopathology , Echocardiography/methods , Prospective Studies , Vascular Diseases/epidemiology , Vascular Diseases/physiopathology , Vascular Diseases/diagnosis , Vascular Diseases/complications , Coronary Vessels/diagnostic imaging , Coronary Angiography/methods , Adult , Global Longitudinal Strain
15.
Am J Med ; 2024 Mar 26.
Article in English | MEDLINE | ID: mdl-38548213

ABSTRACT

BACKGROUND: Many patients diagnosed with COVID-19 have persistent cardiovascular symptoms, but whether this represents a true cardiac process is unclear. This study assessed whether symptoms associated with long COVID among patients referred for cardiovascular evaluation are associated with objective abnormalities on cardiac testing to explain their clinical presentation. METHODS: A retrospective cohort study of 40,462 unique patients diagnosed with COVID-19 at our tertiary referral was conducted and identified 363 patients with persistent cardiovascular symptoms a minimum of 4 weeks after polymerase chain reaction confirmed COVID-19 infection. Patients had no cardiovascular symptoms prior to COVID-19 infection. Each patient was referred for cardiovascular evaluation at a tertiary referral center. The incidence and etiology of abnormalities on cardiovascular testing among patients with long COVID symptoms are reported here. The cohort was subsequently divided into 3 categories based on the dominant circulating severe acute respiratory syndrome coronavirus 2 variant at the time of initial infection for further analysis. RESULTS: Among 40,462 unique patients diagnosed with COVID-19 at our tertiary referral center from April 2020 to March 2022, 363 (0.9%) patients with long COVID were evaluated by Cardiology for possible cardiac sequelae from COVID and formed the main study cohort. Of these, 229 (63%) were vaccinated and 47 (12.9%) had severe initial infection, receiving inpatient treatment for COVID prior to developing long COVID symptoms. Symptoms were associated with a cardiac cause in 85 (23.4%), of which 52 (14.3%) were attributed to COVID; 39 (10.7%) with new cardiac disease from COVID, and 13 (3.6%) to worsening of pre-existing cardiac disease after COVID infection. The median troponin change in 45 patients with troponin measurements within 4 weeks of acute infection was +4 ng/dL (9 to 13 ng/dL). Among the total cohort with long COVID, 83.7% were diagnosed during the pre-Delta phase, 13.2% during the Delta phase, and 3.1% during the Omicron phase of the pandemic. There were 6 cases of myocarditis, 11 rhythm disorders, 8 cases of pericarditis, 5 suspected cases of endothelial dysfunction, and 33 cases of autonomic dysfunction. CONCLUSION: This pragmatic retrospective cohort study suggests that patients with long COVID referred for cardiovascular evaluation infrequently have new, objective cardiovascular disease to explain their clinical presentation. A multidisciplinary, patient-centered approach is warranted for symptom management along with conservative use of diagnostic testing.

18.
Mayo Clin Proc ; 99(2): 260-270, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38309937

ABSTRACT

OBJECTIVE: To evaluate a machine learning (ML)-based model for pulmonary hypertension (PH) prediction using measurements and impressions made during echocardiography. METHODS: A total of 7853 consecutive patients with right-sided heart catheterization and transthoracic echocardiography performed within 1 week from January 1, 2012, through December 31, 2019, were included. The data were split into training (n=5024 [64%]), validation (n=1275 [16%]), and testing (n=1554 [20%]). A gradient boosting machine with enumerated grid search for optimization was selected to allow missing data in the boosted trees without imputation. The training target was PH, defined by right-sided heart catheterization as mean pulmonary artery pressure above 20 mm Hg; model performance was maximized relative to area under the receiver operating characteristic curve using 5-fold cross-validation. RESULTS: Cohort age was 64±14 years; 3467 (44%) were female, and 81% (6323/7853) had PH. The final trained model included 19 characteristics, measurements, or impressions derived from the echocardiogram. In the testing data, the model had high discrimination for the detection of PH (area under the receiver operating characteristic curve, 0.83; 95% CI, 0.80 to 0.85). The model's accuracy, sensitivity, positive predictive value, and negative predictive value were 82% (1267/1554), 88% (1098/1242), 89% (1098/1241), and 54% (169/313), respectively. CONCLUSION: By use of ML, PH could be predicted on the basis of clinical and echocardiographic variables, without tricuspid regurgitation velocity. Machine learning methods appear promising for identifying patients with low likelihood of PH.


Subject(s)
Hypertension, Pulmonary , Humans , Middle Aged , Aged , Hypertension, Pulmonary/diagnostic imaging , Echocardiography/methods , Cardiac Catheterization/methods , ROC Curve , Machine Learning , Retrospective Studies
19.
J Am Heart Assoc ; 13(4): e031270, 2024 Feb 20.
Article in English | MEDLINE | ID: mdl-38362899

ABSTRACT

BACKGROUND: Resting coronary flow velocity (CFV) in the mid-distal left anterior descending coronary artery can be easily assessed with transthoracic echocardiography. In this observational study, the authors sought to assess the relationship between resting CFV, CFV reserve (CFVR), and outcome in patients with chronic coronary syndromes. METHODS AND RESULTS: In a prospective multicenter study design, the authors retrospectively analyzed 7576 patients (age, 66±11 years; 4312 men) with chronic coronary syndromes and left ventricular ejection fraction ≥50% referred for dipyridamole stress echocardiography. Recruitment (years 2003-2021) involved 7 accredited laboratories, with interobserver variability <10% for CFV measurement at study entry. Baseline peak diastolic CFV was obtained by pulsed-wave Doppler in the mid-distal left anterior descending coronary artery. CFVR (abnormal value ≤2.0) was assessed with dipyridamole. All-cause death was the only end point. The mean CFV of the left anterior descending coronary artery was 31±12 cm/s. The mean CFVR was 2.32±0.60. During a median follow-up of 5.9±4.3 years, 1121 (15%) patients died. At multivariable analysis, resting CFV ≥32 cm/s was identified by a receiver operating curve as the best cutoff and was independently associated with mortality (hazard ratio [HR], 1.24 [95% CI, 1.10-1.40]; P<0.0001) together with CFVR ≤2.0 (HR, 1.78 [95% CI, 1.57-2.02]; P<0.0001), age, diabetes, history of coronary surgery, and left ventricular ejection fraction. When both CFV and CFVR were considered, the mortality rate was highest in patients with resting CFV ≥32 cm/s and CFVR ≤2.0 and lowest in patients with resting CFV <32 cm/s and CFVR >2.0. CONCLUSIONS: High resting CFV is associated with worse survival in patients with chronic coronary syndromes and left ventricular ejection fraction ≥50%. The value is independent and additive to CFVR. The combination of high resting CFV and low CFVR is associated with the worst survival.


Subject(s)
Coronary Vessels , Ventricular Function, Left , Male , Humans , Middle Aged , Aged , Prospective Studies , Retrospective Studies , Stroke Volume , Coronary Vessels/diagnostic imaging , Dipyridamole , Coronary Circulation , Echocardiography, Stress/methods , Blood Flow Velocity
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