37 results on '"Geda, Mary"'
Search Results
2. Factors Associated With Cardiac Rehabilitation Participation in Older Adults After Myocardial Infarction: THE SILVER-AMI STUDY.
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Goldstein DW, Hajduk AM, Song X, Tsang S, Geda M, Dodson JA, Forman DE, Krumholz H, and Chaudhry SI
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- Aftercare, Aged, Humans, Patient Discharge, Prospective Studies, Cardiac Rehabilitation, Myocardial Infarction
- Abstract
Purpose: Cardiac rehabilitation (CR) is a key aspect of secondary prevention following acute myocardial infarction (AMI). While there is growing evidence of unique benefits of CR in older adults, it remains underutilized. We aimed to examine specific demographic, clinical, and functional factors associated with utilization of CR among older adults hospitalized with AMI., Methods: Our project used data from the SILVER-AMI study, a nationwide prospective cohort study of patients age ≥75 yr hospitalized with AMI and followed them up for 6 mo after discharge. Extensive baseline data were collected on demographics, clinical and psychosocial factors, and functional and sensory impairments. The utilization of CR was collected by a survey at 6 mo. Backward selection was employed in a multivariable-adjusted logistic regression model to identify independent predictors of CR use., Results: Of the 2003 participants included in this analysis, 779 (39%) reported participating in CR within 6 mo of discharge. Older age, longer length of hospitalization, having ≤12 yr of education, visual impairment, cognitive impairment, and living alone were associated with decreased likelihood of CR participation; receipt of diagnostic and interventional procedures (ie, cardiac catheterization, percutaneous coronary intervention, and coronary artery bypass graft) was associated with increased likelihood of CR participation., Conclusions: Demographic and clinical factors, as well as select functional and sensory impairments common in aging, were associated with CR participation at 6 mo post-discharge in older AMI patients. These results highlight opportunities to increase CR usage among older adults and identify those at risk for not participating., Competing Interests: The authors declare no conflicts of interest., (Copyright © 2021 Wolters Kluwer Health, Inc. All rights reserved.)
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- 2022
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3. Falls in older adults after hospitalization for acute myocardial infarction.
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Goldstein DW, Hajduk AM, Song X, Tsang S, Geda M, McClurken JB, Tinetti ME, Krumholz HM, and Chaudhry SI
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- Aged, Aged, 80 and over, Female, Health Status, Humans, Male, Prospective Studies, Risk Factors, United States, Accidental Falls statistics & numerical data, Hospitalization statistics & numerical data, Myocardial Infarction complications
- Abstract
Background: After hospitalization for acute myocardial infarction (AMI), older adults may be at increased risk for falls due to deconditioning, new medications, and worsening health status. Our primary objective was to identify risk factors for falls after AMI hospitalization among adults over age 75., Methods: We used data from the Comprehensive Evaluation of Risk Factors in Older Patients with AMI (SILVER-AMI) study, a prospective cohort study of 3041 adults age 75 and older hospitalized with AMI at 94 community and academic medical centers across the United States. In-person interviews and physical assessments, as well as medical record review, were performed to collect demographic, clinical, functional, and psychosocial data. Falls were self-reported in telephone interviews and medically serious falls (those associated with emergency department use or hospitalization) were determined by medical record adjudication. Backward selection was used to identify predictors of fall risk in logistic regression analysis., Results: A total of 554 (21.6%) participants reported a fall and 191 (6.4%) had a medically serious fall within 6 months of discharge. Factors independently associated with self-reported falls included impaired mobility, prior fall history, longer hospital stay, visual impairment, and weak grip. Factors independently associated with medically serious falls included older age, polypharmacy, impaired functional mobility, prior fall history, and living alone., Conclusions: Among older patients hospitalized for AMI, falls are common in the 6 months following discharge and associated with demographic, functional, and clinical factors that are readily identifiable. Fall risk should be considered in post-AMI clinical decision-making and interventions to prevent falls should be evaluated., (© 2021 The American Geriatrics Society.)
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- 2021
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4. Development and Validation of a Risk Prediction Model for 1-Year Readmission Among Young Adults Hospitalized for Acute Myocardial Infarction.
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Dreyer RP, Raparelli V, Tsang SW, D'Onofrio G, Lorenze N, Xie CF, Geda M, Pilote L, and Murphy TE
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- Bayes Theorem, Female, Hospitalization, Humans, Male, Middle Aged, Patient Readmission, Risk Factors, Time Factors, United States epidemiology, Young Adult, Diabetes Mellitus, Myocardial Infarction diagnosis, Myocardial Infarction epidemiology, Myocardial Infarction therapy
- Abstract
Background Readmission over the first year following hospitalization for acute myocardial infarction (AMI) is common among younger adults (≤55 years). Our aim was to develop/validate a risk prediction model that considered a broad range of factors for readmission within 1 year. Methods and Results We used data from the VIRGO (Variation in Recovery: Role of Gender on Outcomes of Young AMI Patients) study, which enrolled young adults aged 18 to 55 years hospitalized with AMI across 103 US hospitals (N=2979). The primary outcome was ≥1 all-cause readmissions within 1 year of hospital discharge. Bayesian model averaging was used to select the risk model. The mean age of participants was 47.1 years, 67.4% were women, and 23.2% were Black. Within 1 year of discharge for AMI, 905 (30.4%) of participants were readmitted and were more likely to be female, Black, and nonmarried. The final risk model consisted of 10 predictors: depressive symptoms (odds ratio [OR], 1.03; 95% CI, 1.01-1.05), better physical health (OR, 0.98; 95% CI, 0.97-0.99), in-hospital complication of heart failure (OR, 1.44; 95% CI, 0.99-2.08), chronic obstructive pulmomary disease (OR, 1.29; 95% CI, 0.96-1.74), diabetes mellitus (OR, 1.23; 95% CI, 1.00-1.52), female sex (OR, 1.31; 95% CI, 1.05-1.65), low income (OR, 1.13; 95% CI, 0.89-1.42), prior AMI (OR, 1.47; 95% CI, 1.15-1.87), in-hospital length of stay (OR, 1.13; 95% CI, 1.04-1.23), and being employed (OR, 0.88; 95% CI, 0.69-1.12). The model had excellent calibration and modest discrimination (C statistic=0.67 in development/validation cohorts). Conclusions Women and those with a prior AMI, increased depressive symptoms, longer inpatient length of stay and diabetes may be more likely to be readmitted. Notably, several predictors of readmission were psychosocial characteristics rather than markers of AMI severity. This finding may inform the development of interventions to reduce readmissions in young patients with AMI.
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- 2021
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5. Presentation, Treatment, and Outcomes of Older Adults Hospitalized for Acute Myocardial Infarction According to Cognitive Status: The SILVER-AMI Study.
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Hajduk AM, Saczynski JS, Tsang S, Geda ME, Dodson JA, Ouellet GM, Goldberg RJ, and Chaudhry SI
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- Aged, Aged, 80 and over, Female, Hospitalization statistics & numerical data, Humans, Logistic Models, Longitudinal Studies, Male, Myocardial Infarction complications, Odds Ratio, Outcome Assessment, Health Care methods, Prospective Studies, Risk Factors, Cognition physiology, Myocardial Infarction diagnosis, Myocardial Infarction therapy, Outcome Assessment, Health Care statistics & numerical data
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Background: While survival after acute myocardial infarction has improved substantially, older adults remain at heightened risk for hospital readmissions and death. Evidence for the role of cognitive impairment in older myocardial infarction survivors' risk for these outcomes is limited., Methods: 3041 patients aged ≥75 years hospitalized with acute myocardial infarction (mean age 82 ± 5 years, 56% male) recruited from 94 US hospitals. Cognition was assessed using the Telephone Interview for Cognitive Status; scores of <27 and <22 indicated mild and moderate/severe impairment, respectively. Readmissions and death at 6 months post-discharge were ascertained via participant report and medical record review. Associations between cognition and outcomes were evaluated with multivariable-adjusted logistic regression., Results: Mild and moderate/severe cognitive impairment were present in 11% and 6% of the cohort, respectively. Readmission and death at 6 months occurred in 41% and 9% of participants, respectively. Mild and moderate/severe cognitive impairment were associated with increased risk of readmission (odds ratio [OR] 1.36; 95% confidence interval [CI], 1.08-1.72 and OR 1.58; 95% CI, 1.18-2.12, respectively) and death (OR 2.19; 95% CI, 1.54-3.11 and OR 3.82; 95% CI, 2.63-5.56, respectively) in unadjusted analyses. Significant associations between moderate/severe cognitive impairment and death (OR 1.69; 95% CI, 1.10-2.59) persisted after adjustment for demographics, myocardial infarction characteristics, comorbidity burden, functional status, and depression, but not for readmissions., Conclusions: Moderate-to-severe cognitive impairment is associated with heightened risk of death in older acute myocardial infarction patients in the months after hospitalization, but not with readmission. Routine cognitive screening may identify older myocardial infarction survivors at risk for poor outcomes who may benefit from closer oversight and support in the post-discharge period., (Copyright © 2021 Elsevier Inc. All rights reserved.)
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- 2021
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6. 180-day readmission risk model for older adults with acute myocardial infarction: the SILVER-AMI study.
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Dodson JA, Hajduk AM, Murphy TE, Geda M, Krumholz HM, Tsang S, Nanna MG, Tinetti ME, Ouellet G, Sybrant D, Gill TM, and Chaudhry SI
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- Aged, 80 and over, Female, Follow-Up Studies, Humans, Incidence, Male, Myocardial Infarction epidemiology, Prospective Studies, Risk Factors, Time Factors, United States epidemiology, Myocardial Infarction therapy, Patient Readmission trends, Risk Assessment methods
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Objective: To develop a 180-day readmission risk model for older adults with acute myocardial infarction (AMI) that considered a broad range of clinical, demographic and age-related functional domains., Methods: We used data from ComprehenSIVe Evaluation of Risk in Older Adults with AMI (SILVER-AMI), a prospective cohort study that enrolled participants aged ≥75 years with AMI from 94 US hospitals. Participants underwent an in-hospital assessment of functional impairments, including cognition, vision, hearing and mobility. Clinical variables previously shown to be associated with readmission risk were also evaluated. The outcome was 180-day readmission. From an initial list of 72 variables, we used backward selection and Bayesian model averaging to derive a risk model (N=2004) that was subsequently internally validated (N=1002)., Results: Of the 3006 SILVER-AMI participants discharged alive, mean age was 81.5 years, 44.4% were women and 10.5% were non-white. Within 180 days, 1222 participants (40.7%) were readmitted. The final risk model included 10 variables: history of chronic obstructive pulmonary disease, history of heart failure, initial heart rate, first diastolic blood pressure, ischaemic ECG changes, initial haemoglobin, ejection fraction, length of stay, self-reported health status and functional mobility. Model discrimination was moderate (0.68 derivation cohort, 0.65 validation cohort), with good calibration. The predicted readmission rate (derivation cohort) was 23.0% in the lowest quintile and 65.4% in the highest quintile., Conclusions: Over 40% of participants in our sample experienced hospital readmission within 180 days of AMI. Our final readmission risk model included a broad range of characteristics, including functional mobility and self-reported health status, neither of which have been previously considered in 180-day risk models., Competing Interests: Competing interests: SIC receives funding for her work as a reviewer for the CVS Caremark Clinical Pharmacy Program for the state of Connecticut., (© Author(s) (or their employer(s)) 2021. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ.)
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- 2021
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7. Risk Model for Decline in Activities of Daily Living Among Older Adults Hospitalized With Acute Myocardial Infarction: The SILVER-AMI Study.
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Hajduk AM, Dodson JA, Murphy TE, Tsang S, Geda M, Ouellet GM, Gill TM, Brush JE, and Chaudhry SI
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- Aged, Aged, 80 and over, Hospitalization, Humans, Male, Models, Statistical, Prospective Studies, Risk Assessment, Risk Factors, Activities of Daily Living, Myocardial Infarction complications
- Abstract
Background Functional decline (ie, a decrement in ability to perform everyday activities necessary to live independently) is common after acute myocardial infarction (AMI) and associated with poor long-term outcomes; yet, we do not have a tool to identify older AMI survivors at risk for this important patient-centered outcome. Methods and Results We used data from the prospective SILVER-AMI (Comprehensive Evaluation of Risk Factors in Older Patients With Acute Myocardial Infarction) study of 3041 patients with AMI, aged ≥75 years, recruited from 94 US hospitals. Participants were assessed during hospitalization and at 6 months to collect data on demographics, geriatric impairments, psychosocial factors, and activities of daily living. Clinical variables were abstracted from the medical record. Functional decline was defined as a decrement in ability to independently perform essential activities of daily living (ie, bathing, dressing, transferring, and ambulation) from baseline to 6 months postdischarge. The mean age of the sample was 82±5 years; 57% were men, 90% were White, and 13% reported activity of daily living decline at 6 months postdischarge. The model identified older age, longer hospital stay, mobility impairment during hospitalization, preadmission physical activity, and depression as risk factors for decline. Revascularization during AMI hospitalization and ability to walk a quarter mile before AMI were associated with decreased risk. Model discrimination (c=0.78) and calibration were good. Conclusions We identified a parsimonious model that predicts risk of activity of daily living decline among older patients with AMI. This tool may aid in identifying older patients with AMI who may benefit from restorative therapies to optimize function after AMI.
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- 2020
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8. Predicting 6-Month Mortality for Older Adults Hospitalized With Acute Myocardial Infarction: A Cohort Study.
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Dodson JA, Hajduk AM, Geda M, Krumholz HM, Murphy TE, Tsang S, Tinetti ME, Nanna MG, McNamara R, Gill TM, and Chaudhry SI
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- Activities of Daily Living, Acute Disease, Aged, Aged, 80 and over, Female, Hospitalization statistics & numerical data, Humans, Male, Myocardial Infarction diagnosis, Prognosis, Prospective Studies, Risk Factors, United States epidemiology, Myocardial Infarction mortality
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Background: Older adults with acute myocardial infarction (AMI) have higher prevalence of functional impairments, including deficits in cognition, strength, and sensory domains, than their younger counterparts., Objective: To develop and evaluate the prognostic utility of a risk model for 6-month post-AMI mortality in older adults that incorporates information about functional impairments., Design: Prospective cohort study. (ClinicalTrials.gov: NCT01755052)., Setting: 94 hospitals throughout the United States., Participants: 3006 persons aged 75 years or older who were hospitalized with AMI and discharged alive., Measurements: Functional impairments were assessed during hospitalization via direct measurement (cognition, mobility, muscle strength) or self-report (vision, hearing). Clinical variables associated with mortality in prior risk models were ascertained by chart review. Seventy-two candidate variables were selected for inclusion, and backward selection and Bayesian model averaging were used to derive (n = 2004 participants) and validate (n = 1002 participants) a model for 6-month mortality., Results: Participants' mean age was 81.5 years, 44.4% were women, and 10.5% were nonwhite. There were 266 deaths (8.8%) within 6 months. The final risk model included 15 variables, 4 of which were not included in prior risk models: hearing impairment, mobility impairment, weight loss, and lower patient-reported health status. The model was well calibrated (Hosmer-Lemeshow P > 0.05) and showed good discrimination (area under the curve for the validation cohort = 0.84). Adding functional impairments significantly improved model performance, as evidenced by category-free net reclassification improvement indices of 0.21 (P = 0.008) for hearing impairment and 0.26 (P < 0.001) for mobility impairment., Limitation: The model was not externally validated., Conclusion: A newly developed model for 6-month post-AMI mortality in older adults was well calibrated and had good discriminatory ability. This model may be useful in decision making at hospital discharge., Primary Funding Source: National Heart, Lung, and Blood Institute of the National Institutes of Health.
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- 2020
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9. Acute Kidney Injury Among Older Patients Undergoing Coronary Angiography for Acute Myocardial Infarction: The SILVER-AMI Study.
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Dodson JA, Hajduk A, Curtis J, Geda M, Krumholz HM, Song X, Tsang S, Blaum C, Miller P, Parikh CR, and Chaudhry SI
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- Activities of Daily Living, Acute Kidney Injury physiopathology, Age Factors, Aged, Aged, 80 and over, Cohort Studies, Coronary Angiography methods, Databases, Factual, Female, Geriatric Assessment, Hospitalization statistics & numerical data, Humans, Kaplan-Meier Estimate, Logistic Models, Male, Myocardial Infarction mortality, Myocardial Infarction physiopathology, Odds Ratio, Prognosis, Proportional Hazards Models, Risk Assessment, Severity of Illness Index, Survival Analysis, Acute Kidney Injury etiology, Acute Kidney Injury mortality, Coronary Angiography adverse effects, Hospital Mortality, Myocardial Infarction diagnostic imaging
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Background: Among older adults (age ≥75 years) hospitalized for acute myocardial infarction, acute kidney injury after coronary angiography is common. Aging-related conditions may independently predict acute kidney injury, but have not yet been analyzed in large acute myocardial infarction cohorts., Methods: We analyzed data from 2212 participants age ≥75 years in the Comprehensive Evaluation of Risk Factors in Older Patients with Acute Myocardial Infarction (SILVER-AMI) study who underwent coronary angiography. Acute kidney injury was defined using Kidney Disease Improving Global Outcomes (KDIGO) criteria (serum Cr increase ≥0.3 mg/dL from baseline or ≥1.5 times baseline). We analyzed the associations of traditional acute kidney injury risk factors and aging-related conditions (activities of daily living impairment, prior falls, cachexia, low physical activity) with acute kidney injury, and then performed logistic regression to identify independent predictors., Results: Participants' mean age was 81.3 years, 45.2% were female, and 9.5% were nonwhite; 421 (19.0%) experienced acute kidney injury. Comorbid diseases and aging-related conditions were both more common among individuals experiencing acute kidney injury. However, after multivariable adjustment, no aging-related conditions were retained. There were 11 risk factors in the final model; the strongest were heart failure on presentation (odds ratio [OR] 1.91; 95% confidence interval [CI], 1.41-2.59), body mass index [BMI] >30 (vs BMI 18-25: OR 1.75; 95% CI, 1.27-2.42), and nonwhite race (OR 1.65; 95% CI, 1.16-2.33). The final model achieved an area under the receiver operating characteristic curve of 0.72 and was well calibrated (Hosmer-Lemeshow P = .50). Acute kidney injury was independently associated with 6-month mortality (OR 1.98; 95% CI, 1.36-2.88) but not readmission (OR 1.26; 95% CI, 0.98-1.61)., Conclusions: Acute kidney injury is common among older adults with acute myocardial infarction undergoing coronary angiography. Predictors largely mirrored those in previous studies of younger individuals, which suggests that geriatric conditions mediate their influence through other risk factors., (Copyright © 2019 Elsevier Inc. All rights reserved.)
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- 2019
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10. Thirty-Day Readmission Risk Model for Older Adults Hospitalized With Acute Myocardial Infarction.
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Dodson JA, Hajduk AM, Murphy TE, Geda M, Krumholz HM, Tsang S, Nanna MG, Tinetti ME, Goldstein D, Forman DE, Alexander KP, Gill TM, and Chaudhry SI
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- Age Factors, Aged, Aged, 80 and over, Female, Humans, Male, Myocardial Infarction diagnosis, Myocardial Infarction mortality, Myocardial Infarction physiopathology, Predictive Value of Tests, Prospective Studies, Reproducibility of Results, Risk Assessment, Risk Factors, Time Factors, Treatment Outcome, United States, Geriatric Assessment, Health Status Indicators, Myocardial Infarction therapy, Patient Admission, Patient Readmission
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Background: Early readmissions among older adults hospitalized for acute myocardial infarction (AMI) are costly and difficult to predict. Aging-related functional impairments may inform risk prediction but are unavailable in most studies. Our objective was to, therefore, develop and validate an AMI readmission risk model for older patients who considered functional impairments and was suitable for use before hospital discharge., Methods and Results: SILVER-AMI (Comprehensive Evaluation of Risk in Older Adults with AMI) is a prospective cohort study of 3006 patients of age ≥75 years hospitalized with AMI at 94 US hospitals. Participants underwent in-hospital assessment of functional impairments including cognition, vision, hearing, and mobility. Other variables plausibly associated with readmissions were also collected. The outcome was all-cause readmission at 30 days. We used backward selection and Bayesian model averaging to derive (N=2004) a risk model that was subsequently validated (N=1002). Mean age was 81.5 years, 44.4% were women, and 10.5% were nonwhite. Within 30 days, 547 participants (18.2%) were readmitted. Readmitted participants were older, had more comorbidities, and had a higher prevalence of functional impairments, including activities of daily living disability (17.0% versus 13.0%; P=0.013) and impaired functional mobility (72.5% versus 53.6%; P<0.001). The final risk model included 8 variables: functional mobility, ejection fraction, chronic obstructive pulmonary disease, arrhythmia, acute kidney injury, first diastolic blood pressure, P2Y12 inhibitor use, and general health status. Functional mobility was the only functional impairment variable retained but was the strongest predictor. The model was well calibrated (Hosmer-Lemeshow P value >0.05) with moderate discrimination (C statistics: 0.65 derivation cohort and 0.63 validation cohort). Functional mobility significantly improved performance of the risk model (net reclassification improvement index =20%; P<0.001)., Conclusions: In our final risk model, functional mobility, previously not included in readmission risk models, was the strongest predictor of 30-day readmission among older adults after AMI. The modest discrimination indicates that much of the variability in readmission risk among this population remains unexplained by patient-level factors., Clinical Trial Registration: URL: https://www.clinicaltrials.gov. Unique identifier: NCT01755052.
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- 2019
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11. Comparison of Electrocardiographic Characteristics in Men Versus Women ≤ 55 Years With Acute Myocardial Infarction (a Variation in Recovery: Role of Gender on Outcomes of Young Acute Myocardial Infarction Patients Substudy).
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Barrabés JA, Gupta A, Porta-Sánchez A, Strait KM, Acosta-Vélez JG, D'Onofrio G, Lidón RM, Geda M, Dreyer RP, Lorenze NP, Lichtman JH, Spertus JA, Bueno H, and Krumholz HM
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- Adolescent, Adult, Age Factors, Female, Follow-Up Studies, Humans, Male, Middle Aged, Myocardial Infarction epidemiology, Myocardial Infarction physiopathology, Prognosis, Prospective Studies, Registries, Risk Factors, Sex Factors, Spain epidemiology, Time Factors, United States epidemiology, Young Adult, Early Diagnosis, Electrocardiography methods, Myocardial Infarction diagnosis, Recovery of Function
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Young women with acute myocardial infarction (AMI) have a worse prognosis than their male counterparts. We searched for differences in the electrocardiographic presentation of men and women in a large, contemporary registry of young adults with AMI that could help explain gender differences in outcomes. The qualifying electrocardiogram was blindly assessed by a central core lab in 3,354 patients (67% women) aged 18 to 55 years included in the Variation in Recovery: Role of Gender on Outcomes of Young AMI Patients study. Compared with men, women did not have a different frequency of sinus rhythm, and they had shorter PR and QRS intervals and longer QTc intervals. Intraventricular conduction disturbances were not different among genders. Notably, women were more likely than men to have abnormal Q waves in anterior leads and a lower frequency of Q waves in other territories. ST-segment elevation myocardial infarction (STEMI) diagnosis was less frequent in women than in men (44.6% vs 55.1%, p < 0.001). Among patients with STEMI, women had less magnitude and extent of ST-segment elevation than men. In patients with non-STEMI, the frequency, magnitude, and extent of ST-segment depression were not different among genders, but women had anterior ST-segment depression less frequently and anterior negative T waves more frequently compared with men. These differences remained statistically significant after adjusting for baseline characteristics. In conclusion, there are significant gender differences in the electrocardiographic presentation of AMI among young patients. Further studies are warranted to evaluate their impact on gender-related differences in the management and outcomes of AMI., (Copyright © 2017 Elsevier Inc. All rights reserved.)
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- 2017
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12. Prehospital Delay in Older Adults with Acute Myocardial Infarction: The ComprehenSIVe Evaluation of Risk Factors in Older Patients with Acute Myocardial Infarction Study.
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Ouellet GM, Geda M, Murphy TE, Tsang S, Tinetti ME, and Chaudhry SI
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- Acute Disease, Age Factors, Aged, Aged, 80 and over, Comorbidity, Emergency Medical Services, Female, Hospitalization statistics & numerical data, Humans, Male, Myocardial Infarction therapy, Sex Factors, Delayed Diagnosis statistics & numerical data, Myocardial Infarction diagnosis, Myocardial Infarction epidemiology, Patient Admission statistics & numerical data
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Background/objectives: Timely administration of antiischemic therapies improves outcomes in individuals with acute myocardial infarction (AMI). Prior literature on delays in AMI care has largely focused on in-hospital delay ("door to balloon" time). Our objective was to identify factors associated with prehospital delay in a contemporary national cohort of older adults with AMI., Design: Cross-sectional analysis of data from the ComprehenSIVe Evaluation of Risk Factors in Older Patients with Acute Myocardial Infarction (SILVER-AMI) study, an observational study of older adults hospitalized for AMI., Setting: U.S. academic and community hospitals (N = 94)., Participants: Individuals aged 75 and older hospitalized for AMI (N = 2,500)., Measurements: Prehospital delay was defined as symptom duration of 6 hours or longer before hospital presentation and was obtained according to participant or caregiver report during AMI hospitalization. Potential predictors of delay from demographic, clinical presentation, comorbid conditions, function, and social support domains were obtained through in-person assessment during the index hospitalization and medical record abstraction., Results: Nonwhite race (adjusted odds ratio (aOR) = 1.54, P = .002), atypical symptoms (aOR = 1.41, P = .001), and heart failure (HF) (aOR = 1.35, P = .006 for HF) were significantly associated with delay., Conclusion: In contrast with younger AMI populations, female sex and diabetes mellitus were not associated with delay in this older cohort, but factors from other domains (nonwhite race, atypical symptoms, and HF) were significantly associated with delay. These results can be used to customize future public health efforts to encourage early presentation for older adults with AMI., (© 2017, Copyright the Authors Journal compilation © 2017, The American Geriatrics Society.)
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- 2017
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13. Editor's Choice-Sex differences in young patients with acute myocardial infarction: A VIRGO study analysis.
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Bucholz EM, Strait KM, Dreyer RP, Lindau ST, D'Onofrio G, Geda M, Spatz ES, Beltrame JF, Lichtman JH, Lorenze NP, Bueno H, and Krumholz HM
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- Adolescent, Adult, Female, Follow-Up Studies, Humans, Male, Middle Aged, Prognosis, Prospective Studies, Risk Factors, Sex Distribution, Sex Factors, Spain epidemiology, United States epidemiology, Young Adult, Myocardial Infarction epidemiology, Risk Assessment
- Abstract
Aims: Young women with acute myocardial infarction (AMI) have a higher risk of adverse outcomes than men. However, it is unclear how young women with AMI are different from young men across a spectrum of characteristics. We sought to compare young women and men at the time of AMI on six domains of demographic and clinical factors in order to determine whether they have distinct profiles., Methods and Results: Using data from Variation in Recovery: Role of Gender on Outcomes of Young AMI Patients (VIRGO), a prospective cohort study of women and men aged ⩽55 years hospitalized for AMI ( n = 3501) in the United States and Spain, we evaluated sex differences in demographics, healthcare access, cardiovascular risk and psychosocial factors, symptoms and pre-hospital delay, clinical presentation, and hospital management for AMI. The study sample included 2349 (67%) women and 1152 (33%) men with a mean age of 47 years. Young women with AMI had higher rates of cardiovascular risk factors and comorbidities than men, including diabetes, congestive heart failure, chronic obstructive pulmonary disease, renal failure, and morbid obesity. They also exhibited higher levels of depression and stress, poorer physical and mental health status, and lower quality of life at baseline. Women had more delays in presentation and presented with higher clinical risk scores on average than men; however, men presented with higher levels of cardiac biomarkers and more classic electrocardiogram findings. Women were less likely to undergo revascularization procedures during hospitalization, and women with ST segment elevation myocardial infarction were less likely to receive timely primary reperfusion., Conclusions: Young women with AMI represent a distinct, higher-risk population that is different from young men.
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- 2017
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14. Depression Treatment and Health Status Outcomes in Young Patients With Acute Myocardial Infarction: Insights From the VIRGO Study (Variation in Recovery: Role of Gender on Outcomes of Young AMI Patients).
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Smolderen KG, Spertus JA, Gosch K, Dreyer RP, D'Onofrio G, Lichtman JH, Geda M, Beltrame J, Safdar B, Bueno H, and Krumholz HM
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- Acute Disease, Adult, Cohort Studies, Depression drug therapy, Female, Health Status, Humans, Male, Middle Aged, Myocardial Infarction drug therapy, Patient Outcome Assessment, Prospective Studies, Treatment Outcome, Young Adult, Depression epidemiology, Myocardial Infarction epidemiology, Sex Factors
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- 2017
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15. Sex Differences in Inflammatory Markers and Health Status Among Young Adults With Acute Myocardial Infarction: Results From the VIRGO (Variation in Recovery: Role of Gender on Outcomes of Young Acute Myocardial Infarction Patients) Study.
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Lu Y, Zhou S, Dreyer RP, Spatz ES, Geda M, Lorenze NP, D'Onofrio G, Lichtman JH, Spertus JA, Ridker PM, and Krumholz HM
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- Adolescent, Adult, Age of Onset, Biomarkers blood, Chi-Square Distribution, Comorbidity, Female, Humans, Linear Models, Male, Middle Aged, Multivariate Analysis, Myocardial Infarction diagnosis, Myocardial Infarction mortality, Myocardial Infarction therapy, Prospective Studies, Risk Assessment, Risk Factors, Sex Factors, Socioeconomic Factors, United States, Up-Regulation, Young Adult, 1-Alkyl-2-acetylglycerophosphocholine Esterase blood, C-Reactive Protein metabolism, Health Status Disparities, Inflammation Mediators blood, Myocardial Infarction blood
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Background: Young women (≤55 years of age) with acute myocardial infarction (AMI) have higher mortality risk than similarly aged men. Elevated inflammatory markers are associated with an increased risk of cardiovascular outcomes after AMI, but little is known about whether young women have higher inflammatory levels after AMI compared with young men., Methods and Results: We assessed sex differences in post-AMI inflammatory markers and whether such differences account for sex differences in 12-month health status, using data from 2219 adults with AMI, 18 to 55 years of age, in the United States. Inflammatory markers including high-sensitivity C-reactive protein (hsCRP) and lipoprotein-associated phospholipase A2 were measured 1 month after AMI. Overall, women had higher levels of hsCRP and lipoprotein-associated phospholipase A2 after AMI compared with men, and this remained statistically significant after multivariable adjustment. Regression analyses showed that elevated 1-month hsCRP was associated with poor health status (symptom, function, and quality of life) at 12 months. However, the association between hsCRP and health status became nonsignificant after adjustment for sociodemographics, comorbidities, and treatment factors. Half of these patients had residual inflammatory risk (hsCRP >3 mg/L) compared with a third who had residual cholesterol risk (Low-density lipoprotein cholesterol >100 mg/dL)., Conclusions: Young women with AMI had higher inflammatory levels compared with young men. Elevated 1-month hsCRP was associated with poor health status at 12 months after AMI, but this was attenuated after adjustment for patient characteristics. Targeted anti-inflammatory treatments are worthy of consideration for secondary prevention in these patients if ongoing trials of anti-inflammatory therapy prove effective., (© 2017 American Heart Association, Inc.)
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- 2017
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16. Gender differences in physical activity following acute myocardial infarction in adults: A prospective, observational study.
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Minges KE, Strait KM, Owen N, Dunstan DW, Camhi SM, Lichtman J, Geda M, Dreyer RP, Bueno H, Beltrame JF, Curtis JP, and Krumholz HM
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- Adolescent, Adult, Australia, Chi-Square Distribution, Female, Health Knowledge, Attitudes, Practice, Humans, Male, Middle Aged, Myocardial Infarction diagnosis, Myocardial Infarction physiopathology, Myocardial Infarction psychology, Odds Ratio, Patient Compliance, Prospective Studies, Risk Factors, Sex Factors, Spain, Time Factors, Treatment Outcome, United States, Young Adult, Cardiac Rehabilitation methods, Exercise, Exercise Therapy, Health Behavior, Myocardial Infarction rehabilitation
- Abstract
Aims Despite the benefits of regular physical activity participation following acute myocardial infarction, little is known about gender differences in physical activity among patients after acute myocardial infarction. We described, by gender, physical activity trajectories pre- and post-acute myocardial infarction, and determined whether gender was independently associated with physical activity. Methods and results The Variation in Recovery: Role of Gender on Outcomes of Young AMI patients (VIRGO) study, conducted at 103 US, 24 Spanish, and three Australian hospitals, was designed, in part, to evaluate gender differences in lifestyle behaviors following acute myocardial infarction. We used baseline, one-month, and 12-month data collected from patients aged 18-55 years ( n = 3572). Patients were assigned to American Heart Association-defined levels of physical activity. A generalized estimating equation model was used to account for repeated measures within the same individual over time. Men were more active (≥150 min/wk moderate or ≥75 min/wk vigorous activity) than women at baseline (42% vs 34%), one month (45% vs 34%), and 12 months (48% vs 36%) (all p < 0.0001). Men engaged in a significantly longer duration of activity at each time point. When controlling for all other factors, women had 1.37 times the odds of being less active than men from pre-acute myocardial infarction to 12-months post-acute myocardial infarction (95% confidence interval: 1.21-1.55). Non-white race, non-active workplaces, smoking, diabetes, hypertension, and obesity were also associated independently with being less active over time (all p < 0.05). Conclusions Although activity increased modestly over time, women recovering from acute myocardial infarction were less likely to meet physical activity recommendations than were men. By identifying factors associated with low levels of activity during acute myocardial infarction recovery, targeted interventions can be introduced prior to hospital discharge.
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- 2017
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17. Sex differences in lipid profiles and treatment utilization among young adults with acute myocardial infarction: Results from the VIRGO study.
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Lu Y, Zhou S, Dreyer RP, Caulfield M, Spatz ES, Geda M, Lorenze NP, Herbert P, D'Onofrio G, Jackson EA, Lichtman JH, Bueno H, Spertus JA, and Krumholz HM
- Subjects
- Adolescent, Adult, Anticholesteremic Agents administration & dosage, Cholesterol, HDL blood, Cholesterol, LDL blood, Female, Follow-Up Studies, Humans, Hydroxymethylglutaryl-CoA Reductase Inhibitors administration & dosage, Hydroxymethylglutaryl-CoA Reductase Inhibitors therapeutic use, Linear Models, Male, Middle Aged, Myocardial Infarction drug therapy, Sex Factors, Young Adult, Anticholesteremic Agents therapeutic use, Lipids blood, Myocardial Infarction blood
- Abstract
Background: Young women with acute myocardial infarction (AMI) have higher mortality risk than similarly aged men. An adverse lipid profile is an important risk factor for cardiovascular outcomes after AMI, but little is known about whether young women with AMI have a higher-risk lipid pattern than men. We characterized sex differences in lipid profiles and treatment utilization among young adults with AMI., Methods: A total of 2,219 adults with AMI (1,494 women) aged 18-55 years were enrolled from 103 hospitals in the United States (2008-2012). Serum lipids and lipoprotein subclasses were measured 1 month after discharge., Results: More than 90% of adults were discharged on a statin, but less than half received a high-intensity dose and 12% stopped taking treatments by 1 month. For both men and women, the median of low-density lipoprotein (LDL) cholesterol was reduced to <100 mg/dL 1 month after discharge for AMI, but high-density lipoprotein (HDL) cholesterol remained <40 mg/dL. Multivariate regression analyses showed that young women had favorable lipoprotein profiles compared with men: women had higher HDL cholesterol and HDL large particle, but lower total cholesterol-to-HDL cholesterol ratio and LDL small particle., Conclusions: Young women with AMI had slightly favorable lipid and lipoprotein profiles compared with men, suggesting that difference in lipid and lipoprotein may not be a major contributor to sex differences in outcomes after AMI. In both men and women, statin remained inadequately used, and low HDL cholesterol level was a major lipid abnormality., (Copyright © 2016 Elsevier Inc. All rights reserved.)
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- 2017
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18. Risk Stratification in Older Patients With Acute Myocardial Infarction: Physicians' Perspectives.
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Feder SL, Schulman-Green D, Dodson JA, Geda M, Williams K, Nanna MG, Allore HG, Murphy TE, Tinetti ME, Gill TM, and Chaudhry SI
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- Adult, Aged, Decision Support Systems, Clinical, Female, Humans, Male, Middle Aged, Models, Statistical, Physicians statistics & numerical data, Qualitative Research, Risk Assessment, Risk Factors, Attitude of Health Personnel, Myocardial Infarction therapy, Physicians psychology
- Abstract
Objective: Risk stratification models support clinical decision making in acute myocardial infarction (AMI) care. Existing models were developed using data from younger populations, potentially limiting accuracy and relevance in older adults. We describe physician-perceived risk factors, views of existing models, and preferences for future model development in older adults., Method: Qualitative study using semi-structured telephone interviews and the constant comparative method., Results: Twenty-two physicians from 14 institutions completed the interviews. Median age was 37, and median years of clinical experience was 11.5. Perceived predictors included cardiovascular, comorbid, functional, and social risk factors. Physicians viewed models as easy to use, yet neither inclusive of risk factors nor predictive of non-mortality outcomes germane to clinical decision making in older adults. Ideal models included multidimensional risk domains and operational requirements., Discussion: Physicians reported limitations of available risk models when applied to older adults with AMI. New models are needed to guide AMI treatment in this population., (© The Author(s) 2015.)
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- 2016
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19. Return to Work After Acute Myocardial Infarction: Comparison Between Young Women and Men.
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Dreyer RP, Xu X, Zhang W, Du X, Strait KM, Bierlein M, Bucholz EM, Geda M, Fox J, D'Onofrio G, Lichtman JH, Bueno H, Spertus JA, and Krumholz HM
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- Adolescent, Adult, Female, Humans, Male, Middle Aged, Sex Characteristics, Young Adult, Myocardial Infarction psychology, Return to Work
- Abstract
Background: Return to work after acute myocardial infarction (AMI) is an important outcome and is particularly relevant to young patients. Women may be at a greater risk for not returning to work given evidence of their worse recovery after AMI than similarly aged men. However, sex differences in return to work after AMI has not been studied extensively in a young population (≤ 55 years)., Methods and Results: We analyzed data from 1680 patients with AMI aged 18 to 55 years (57% women) participating in the Variation in Recovery: Role of Gender on Outcomes of Young AMI Patients (VIRGO) study who were working full time (≥ 35 hours) before the event. Data were obtained by medical record abstraction and patient interviews. We conducted multivariable regression analyses to examine sex differences in return to work at 12 months after AMI, and the association of patient characteristics with return to work. When compared with young men, young women were less likely to return to work (89% versus 85%; 85% versus 89%, P=0.02); however, this sex difference was not significant after adjusting for patient sociodemographic characteristics, psychosocial factors, and health measures. Being married, engaging in a professional or clerical type of work, having more favorable physical health, and having no previous coronary disease or hypertension were significantly associated with a higher likelihood of return to work at 12 months., Conclusions: Among a young population, women are less likely to return to work after AMI than men. This disadvantage is explained by differences in demographic, occupational, and health characteristics., (© 2016 American Heart Association, Inc.)
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- 2016
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20. Sex Differences in Cardiac Risk Factors, Perceived Risk, and Health Care Provider Discussion of Risk and Risk Modification Among Young Patients With Acute Myocardial Infarction: The VIRGO Study.
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Leifheit-Limson EC, D'Onofrio G, Daneshvar M, Geda M, Bueno H, Spertus JA, Krumholz HM, and Lichtman JH
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- Adult, Attitude of Health Personnel, Diagnostic Self Evaluation, Female, Humans, Male, Middle Aged, Outcome Assessment, Health Care, Prevalence, Risk Factors, Risk Reduction Behavior, Spain epidemiology, United States epidemiology, Attitude to Health, Myocardial Infarction diagnosis, Myocardial Infarction epidemiology, Myocardial Infarction psychology, Sex Factors
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Background: Differences between sexes in cardiac risk factors, perceptions of cardiac risk, and health care provider discussions about risk among young patients with acute myocardial infarction (AMI) are not well studied., Objectives: This study compared cardiac risk factor prevalence, risk perceptions, and health care provider feedback on heart disease and risk modification between young women and men hospitalized with AMI., Methods: We studied 3,501 AMI patients age 18 to 55 years enrolled in the VIRGO (Variation in Recovery: Role of Gender on Outcomes of Young AMI Patients) study in U.S. and Spanish hospitals between August 2008 and January 2012, comparing the prevalence of 5 cardiac risk factors by sex. Modified Poisson regression was used to assess sex differences in self-perceived heart disease risk and self-reported provider discussions of risk and modification., Results: Nearly all patients (98%) had ≥1 risk factor, and 64% had ≥3. Only 53% of patients considered themselves at risk for heart disease, and even fewer reported being told they were at risk (46%) or that their health care provider had discussed heart disease and risk modification (49%). Women were less likely than men to be told they were at risk (relative risk: 0.89; 95% confidence interval: 0.84 to 0.96) or to have a provider discuss risk modification (relative risk: 0.84; 95% confidence interval: 0.79 to 0.89). There was no difference between women and men for self-perceived risk., Conclusions: Despite having significant cardiac risk factors, only one-half of young AMI patients believed they were at risk for heart disease before their event. Even fewer discussed their risks or risk modification with their health care providers; this issue was more pronounced among women., (Copyright © 2015 American College of Cardiology Foundation. Published by Elsevier Inc. All rights reserved.)
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- 2015
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21. Physicians' perceptions of the Thrombolysis in Myocardial Infarction (TIMI) risk score in older adults with acute myocardial infarction.
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Feder SL, Schulman-Green D, Geda M, Williams K, Dodson JA, Nanna MG, Allore HG, Murphy TE, Tinetti ME, Gill TM, and Chaudhry SI
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- Adult, Aged, Cardiovascular Diseases, Female, Humans, Male, Middle Aged, Myocardial Infarction complications, Attitude of Health Personnel, Myocardial Infarction mortality, Practice Patterns, Physicians', Risk Assessment methods
- Abstract
Objectives: To evaluate physician-perceived strengths and limitations of the Thrombolysis in Myocardial Infarction (TIMI) risk scores for use in older adults with acute myocardial infarction (AMI)., Background: The TIMI risk scores are risk stratification models developed to estimate mortality risk for patients hospitalized for AMI. However, these models were developed and validated in cohorts underrepresenting older adults (≥75 years)., Methods: Qualitative study using semi-structured telephone interviews and the constant comparative method for analysis., Results: Twenty-two physicians completed interviews ranging 10-30 min (mean = 18 min). Median sample age was 37 years, with a median of 11.5 years of clinical experience. TIMI strengths included familiarity, ease of use, and validation. Limitations included a lack of risk factors relevant to older adults and model scope and influence., Conclusions: Physicians report that the TIMI models, while widely used in clinical practice, have limitations when applied to older adults. New risk models are needed to guide AMI treatment in this population., (Copyright © 2015 Elsevier Inc. All rights reserved.)
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- 2015
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22. Frequency and Effects of Excess Dosing of Anticoagulants in Patients ≤55 Years With Acute Myocardial Infarction Who Underwent Percutaneous Coronary Intervention (from the VIRGO Study).
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Gupta A, Chui P, Zhou S, Spertus JA, Geda M, Lorenze N, Lee I, D' Onofrio G, Lichtman JH, Alexander KP, Krumholz HM, and Curtis JP
- Subjects
- Adult, Age Distribution, Angioplasty, Balloon, Coronary methods, Antithrombins administration & dosage, Antithrombins adverse effects, Body Mass Index, Cohort Studies, Female, Hemorrhage epidemiology, Hemorrhage prevention & control, Heparin administration & dosage, Heparin adverse effects, Hirudins administration & dosage, Hirudins adverse effects, Humans, Male, Middle Aged, Myocardial Infarction diagnosis, Peptide Fragments administration & dosage, Peptide Fragments adverse effects, Prevalence, Recombinant Proteins administration & dosage, Recombinant Proteins adverse effects, Risk Assessment, Risk Factors, Sex Distribution, Treatment Outcome, United States epidemiology, Anticoagulants administration & dosage, Anticoagulants adverse effects, Hemorrhage chemically induced, Myocardial Infarction therapy, Percutaneous Coronary Intervention, Platelet Glycoprotein GPIIb-IIIa Complex antagonists & inhibitors
- Abstract
Excess dosing of anticoagulant agents has been linked to increased risk of bleeding after percutaneous coronary intervention (PCI) for women compared with men, but these studies have largely included older patients. We sought to determine the prevalence and gender-based differences of excess dosing of anticoagulants including glycoprotein IIb/IIIa inhibitors, bivalirudin, and unfractionated heparin in young patients with acute myocardial infarction who underwent PCI and to examine its association with bleeding. Of 2,076 patients enrolled in the Variation in Recovery: Role of Gender on Outcomes of Young Acute Myocardial Infarction Patients study who underwent PCI, we abstracted doses of unfractionated heparin, bivalirudin, and glycoprotein IIb/IIIa inhibitors administered during PCI from the medical records. At least 47.2% received at least 1 excess dose of an anticoagulant, which did not differ by gender. We used logistic regression to determine the predictors of excess dosing and the association of excess dosing with bleeding. In multivariable analysis, only lower body weight and younger age were significant predictors of excess dosing. Bleeding was higher in young women who received excess dosing versus those who did not (9.3% vs 6.0%, p = 0.03) but was comparable among men (5.2% vs 5.9%, p = 0.69) in univariate analysis. In multivariable analysis, there was a trend to an association between excess dosing and bleeding (odds ratio 1.33, 95% confidence interval 0.92 to 1.91) although not statistically significant. In conclusion, approximately half of the patients received excess dosing of anticoagulant drugs during PCI, which did not vary based on gender. There was a trend toward an association between excess dosing and increased bleeding, although not statistically significant., (Copyright © 2015 Elsevier Inc. All rights reserved.)
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- 2015
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23. Sex differences in reperfusion in young patients with ST-segment-elevation myocardial infarction: results from the VIRGO study.
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D'Onofrio G, Safdar B, Lichtman JH, Strait KM, Dreyer RP, Geda M, Spertus JA, and Krumholz HM
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- Adult, Cohort Studies, Female, Fibrinolytic Agents therapeutic use, Humans, Male, Middle Aged, Myocardial Infarction mortality, Percutaneous Coronary Intervention, Prospective Studies, Quality of Health Care, Survival Rate, Time Factors, Treatment Outcome, Electrocardiography, Myocardial Infarction physiopathology, Myocardial Infarction therapy, Myocardial Reperfusion methods, Recovery of Function physiology, Sex Factors
- Abstract
Background: Sex disparities in reperfusion therapy for patients with acute ST-segment-elevation myocardial infarction have been documented. However, little is known about whether these patterns exist in the comparison of young women with men., Methods and Results: We examined sex differences in rates, types of reperfusion therapy, and proportion of patients exceeding American Heart Association reperfusion time guidelines for ST-segment-elevation myocardial infarction in a prospective observational cohort study (2008-2012) of 1465 patients 18 to 55 years of age, as part of the US Variations in Recovery: Role of Gender on Outcomes of Young AMI Patients (VIRGO) study at 103 hospitals enrolling in a 2:1 ratio of women to men. Of the 1238 patients eligible for reperfusion, women were more likely to be untreated than men (9% versus 4%, P=0.002). There was no difference in reperfusion strategy for the 695 women and 458 men treated. Women were more likely to exceed in-hospital and transfer time guidelines for percutaneous coronary intervention than men (41% versus 29%; odds ratio, 1.65; 95% confidence interval, 1.27-2.16), more so when transferred (67% versus 44%; odds ratio, 2.63; 95% confidence interval, 1.17-4.07); and more likely to exceed door-to-needle times (67% versus 37%; odds ratio, 2.62; 95% confidence interval, 1.23-2.18). After adjustment for sociodemographic, clinical, and organizational factors, sex remained an important factor in exceeding reperfusion guidelines (odds ratio, 1.72; 95% confidence interval, 1.28-2.33)., Conclusions: Young women with ST-segment-elevation myocardial infarction are less likely to receive reperfusion therapy and more likely to have reperfusion delays than similarly aged men. Sex disparities are more pronounced among patients transferred to percutaneous coronary intervention institutions or who received fibrinolytic therapy., (© 2015 American Heart Association, Inc.)
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- 2015
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24. Depressive symptoms in younger women and men with acute myocardial infarction: insights from the VIRGO study.
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Smolderen KG, Strait KM, Dreyer RP, D'Onofrio G, Zhou S, Lichtman JH, Geda M, Bueno H, Beltrame J, Safdar B, Krumholz HM, and Spertus JA
- Subjects
- Adolescent, Adult, Age Factors, Australia epidemiology, Depression epidemiology, Female, Humans, Male, Middle Aged, Myocardial Infarction psychology, Risk Factors, Sex Factors, Socioeconomic Factors, Spain epidemiology, Surveys and Questionnaires, United States epidemiology, Young Adult, Depression complications, Myocardial Infarction etiology
- Abstract
Background: Depression was recently recognized as a risk factor for adverse medical outcomes in patients with acute myocardial infarction (AMI). The degree to which depression is present among younger patients with an AMI, the patient profile associated with being a young AMI patient with depressive symptoms, and whether relevant sex differences exist are currently unknown., Methods and Results: The Variation in Recovery: Role of Gender on Outcomes of Young AMI Patients (VIRGO) study enrolled 3572 patients with AMI (67.1% women; 2:1 ratio for women to men) between 2008 and 2012 (at 103 hospitals in the United States, 24 in Spain, and 3 in Australia). Information about lifetime history of depression and depressive symptoms experienced over the past 2 weeks (Patient Health Questionnaire; a cutoff score ≥10 was used for depression screening) was collected during index AMI admission. Information on demographics, socioeconomic status, cardiovascular risk, AMI severity, perceived stress (14-item Perceived Stress Scale), and health status (Seattle Angina Questionnaire, EuroQoL 5D) was obtained through interviews and chart abstraction. Nearly half (48%) of the women reported a lifetime history of depression versus 1 in 4 in men (24%; P<0.0001). At the time of admission for AMI, more women than men experienced depressive symptoms (39% versus 22%, P<0.0001; adjusted odds ratio 1.64; 95% CI 1.36 to 1.98). Patients with more depressive symptoms had higher levels of stress and worse quality of life (P<0.001). Depressive symptoms were more prevalent among patients with lower socioeconomic profiles (eg, lower education, uninsured) and with more cardiovascular risk factors (eg, diabetes, smoking)., Conclusions: A high rate of lifetime history of depression and depressive symptoms at the time of an AMI was observed among younger women compared with men. Depressive symptoms affected those with more vulnerable socioeconomic and clinical profiles., (© 2015 The Authors. Published on behalf of the American Heart Association, Inc., by Wiley Blackwell.)
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- 2015
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25. Sex differences in perceived stress and early recovery in young and middle-aged patients with acute myocardial infarction.
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Xu X, Bao H, Strait K, Spertus JA, Lichtman JH, D'Onofrio G, Spatz E, Bucholz EM, Geda M, Lorenze NP, Bueno H, Beltrame JF, and Krumholz HM
- Subjects
- Adolescent, Adult, Age Factors, Female, Humans, Male, Middle Aged, Perception, Prospective Studies, Time Factors, Young Adult, Myocardial Infarction diagnosis, Myocardial Infarction psychology, Recovery of Function, Sex Characteristics, Stress, Psychological diagnosis, Stress, Psychological psychology
- Abstract
Background: Younger age and female sex are both associated with greater mental stress in the general population, but limited data exist on the status of perceived stress in young and middle-aged patients presenting with acute myocardial infarction., Methods and Results: We examined sex difference in stress, contributing factors to this difference, and whether this difference helps explain sex-based disparities in 1-month recovery using data from 3572 patients with acute myocardial infarction (2397 women and 1175 men) 18 to 55 years of age. The average score of the 14-item Perceived Stress Scale at baseline was 23.4 for men and 27.0 for women (P<0.001). Higher stress in women was explained largely by sex differences in comorbidities, physical and mental health status, intrafamily conflict, caregiving demands, and financial hardship. After adjustment for demographic and clinical characteristics, women had worse recovery than men at 1 month after acute myocardial infarction, with mean differences in improvement score between women and men ranging from -0.04 for EuroQol utility index to -3.96 for angina-related quality of life (P<0.05 for all). Further adjustment for baseline stress reduced these sex-based differences in recovery to -0.03 to -3.63, which, however, remained statistically significant (P<0.05 for all). High stress at baseline was associated with significantly worse recovery in angina-specific and overall quality of life, as well as mental health status. The effect of baseline stress on recovery did not vary between men and women., Conclusions: Among young and middle-aged patients, higher stress at baseline is associated with worse recovery in multiple health outcomes after acute myocardial infarction. Women perceive greater psychological stress than men at baseline, which partially explains women's worse recovery., (© 2015 American Heart Association, Inc.)
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- 2015
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26. Design and rationale of the comprehensive evaluation of risk factors in older patients with AMI (SILVER-AMI) study.
- Author
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Dodson JA, Geda M, Krumholz HM, Lorenze N, Murphy TE, Allore HG, Charpentier P, Tsang SW, Acampora D, Tinetti ME, Gill TM, and Chaudhry SI
- Subjects
- Adult, Age Factors, Aged, Aged, 80 and over, Cohort Studies, Female, Humans, Male, Patient Readmission statistics & numerical data, Prospective Studies, Risk Factors, Socioeconomic Factors, United States epidemiology, Acute Disease epidemiology, Health Status Indicators, Mortality, Myocardial Infarction epidemiology, Myocardial Infarction mortality
- Abstract
Background: While older adults (age 75 and over) represent a large and growing proportion of patients with acute myocardial infarction (AMI), they have traditionally been under-represented in cardiovascular studies. Although chronological age confers an increased risk for adverse outcomes, our current understanding of the heterogeneity of this risk is limited. The Comprehensive Evaluation of Risk Factors in Older Patients with AMI (SILVER-AMI) study was designed to address this gap in knowledge by evaluating risk factors (including geriatric impairments, such as muscle weakness and cognitive impairments) for hospital readmission, mortality, and health status decline among older adults hospitalized for AMI., Methods/design: SILVER-AMI is a prospective cohort study that is enrolling 3000 older adults hospitalized for AMI from a recruitment network of approximately 70 community and academic hospitals across the United States. Participants undergo a comprehensive in-hospital assessment that includes clinical characteristics, geriatric impairments, and health status measures. Detailed medical record abstraction complements the assessment with diagnostic study results, in-hospital procedures, and medications. Participants are subsequently followed for six months to determine hospital readmission, mortality, and health status decline. Multivariable regression will be used to develop risk models for these three outcomes., Discussion: SILVER-AMI will fill critical gaps in our understanding of AMI in older patients. By incorporating geriatric impairments into our understanding of post-AMI outcomes, we aim to create a more personalized assessment of risk and identify potential targets for interventions., Trial Registration Number: NCT01755052 .
- Published
- 2014
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27. Effect of low perceived social support on health outcomes in young patients with acute myocardial infarction: results from the VIRGO (Variation in Recovery: Role of Gender on Outcomes of Young AMI Patients) study.
- Author
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Bucholz EM, Strait KM, Dreyer RP, Geda M, Spatz ES, Bueno H, Lichtman JH, D'Onofrio G, Spertus JA, and Krumholz HM
- Subjects
- Adult, Age Factors, Chi-Square Distribution, Cohort Studies, Female, Humans, Male, Mental Health, Middle Aged, Myocardial Infarction diagnosis, Patient Outcome Assessment, Perception, Prospective Studies, Sex Factors, Sickness Impact Profile, Statistics, Nonparametric, Health Status, Myocardial Infarction psychology, Myocardial Infarction therapy, Quality of Life, Social Support
- Abstract
Background: Social support is an important predictor of health outcomes after acute myocardial infarction (AMI), but social support varies by sex and age. Differences in social support could account for sex differences in outcomes of young patients with AMI., Methods and Results: Data from the Variation in Recovery: Role of Gender on Outcomes of Young AMI Patients (VIRGO) study, an observational study of AMI patients aged ≤55 years in the United States and Spain, were used for this study. Patients were categorized as having low versus moderate/high perceived social support using the ENRICHD Social Support Inventory. Outcomes included health status (Short Form-12 physical and mental component scores), depressive symptoms (Patient Health Questionnaire), and angina-related quality of life (Seattle Angina Questionnaire) evaluated at baseline and 12 months. Among 3432 patients, 21.2% were classified as having low social support. Men and women had comparable levels of social support at baseline. On average, patients with low social support reported lower functional status and quality of life and more depressive symptoms at baseline and 12 months post-AMI. After multivariable adjustment, including baseline health status, low social support was associated with lower mental functioning, lower quality of life, and more depressive symptoms at 12 months (all P<0.001). The relationship between low social support and worse physical functioning was nonsignificant after adjustment (P=0.6). No interactions were observed between social support, sex, or country., Conclusion: Lower social support is associated with worse health status and more depressive symptoms 12 months after AMI in both young men and women. Sex did not modify the effect of social support., (© 2014 The Authors. Published on behalf of the American Heart Association, Inc., by Wiley Blackwell.)
- Published
- 2014
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28. Trends in acute myocardial infarction in young patients and differences by sex and race, 2001 to 2010.
- Author
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Gupta A, Wang Y, Spertus JA, Geda M, Lorenze N, Nkonde-Price C, D'Onofrio G, Lichtman JH, and Krumholz HM
- Subjects
- Adult, Age Factors, Female, Follow-Up Studies, Hospital Mortality trends, Humans, Length of Stay statistics & numerical data, Male, Middle Aged, Morbidity trends, Patient Discharge trends, Prevalence, Retrospective Studies, Sex Distribution, Sex Factors, Survival Rate trends, United States epidemiology, Myocardial Infarction ethnology, Racial Groups
- Abstract
Background: Various national campaigns launched in recent years have focused on young women with acute myocardial infarctions (AMIs). Contemporary longitudinal data about sex differences in clinical characteristics, hospitalization rates, length of stay (LOS), and mortality have not been examined., Objectives: This study sought to determine sex differences in clinical characteristics, hospitalization rates, LOS, and in-hospital mortality by age group and race among young patients with AMIs using a large national dataset of U.S. hospital discharges., Methods: Using the National Inpatient Sample, clinical characteristics, AMI hospitalization rates, LOS, and in-hospital mortality were compared for patients with AMI across ages 30 to 54 years, dividing them into 5-year subgroups from 2001 to 2010, using survey data analysis techniques., Results: A total of 230,684 hospitalizations were identified with principal discharge diagnoses of AMI in 30- to 54-year-old patients from Nationwide Inpatient Sample data, representing an estimated 1,129,949 hospitalizations in the United States from 2001 to 2010. No statistically significant declines in AMI hospitalization rates were observed in the age groups <55 years or stratified by sex. Prevalence of comorbidities was higher in women and increased among both sexes through the study period. Women had longer LOS and higher in-hospital mortality than men across all age groups. However, observed in-hospital mortality declined significantly for women from 2001 to 2010 (from 3.3% to 2.3%, relative change 30.5%; p for trend < 0.0001) but not for men (from 2% to 1.8%, relative change 8.6%; p for trend = 0.60)., Conclusions: AMI hospitalization rates for young people have not declined over the past decade. Young women with AMIs have more comorbidity, longer LOS, and higher in-hospital mortality than young men, although their mortality rates are decreasing., (Copyright © 2014 American College of Cardiology Foundation. Published by Elsevier Inc. All rights reserved.)
- Published
- 2014
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29. Sex differences in lipid profiles and treatment utilization among young adults with acute myocardial infarction: Results from the VIRGO study
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Lu, Yuan, Zhou, Shengfan, Dreyer, Rachel P, Caulfield, Michael, Spatz, Erica S, Geda, Mary, Lorenze, Nancy P, Herbert, Peter, D'Onofrio, Gail, Jackson, Elizabeth A, Lichtman, Judith H, Bueno, Héctor, Spertus, John A, and Krumholz, Harlan M
- Subjects
Adult ,Male ,Adolescent ,health care facilities, manpower, and services ,Anticholesteremic Agents ,Cholesterol, HDL ,Myocardial Infarction ,Cholesterol, LDL ,Middle Aged ,Lipids ,Young Adult ,Sex Factors ,Linear Models ,Humans ,Female ,cardiovascular diseases ,Hydroxymethylglutaryl-CoA Reductase Inhibitors ,health care economics and organizations ,Follow-Up Studies - Abstract
Young women with acute myocardial infarction (AMI) have higher mortality risk than similarly aged men. An adverse lipid profile is an important risk factor for cardiovascular outcomes after AMI, but little is known about whether young women with AMI have a higher-risk lipid pattern than men. We characterized sex differences in lipid profiles and treatment utilization among young adults with AMI.
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- 2017
30. Sex Differences in Young Patients with Acute Myocardial Infarction: A VIRGO Study Analysis
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Bucholz, Emily M., Strait, Kelly M., Dreyer, Rachel P., Lindau, Stacy T., D’Onofrio, Gail, Geda, Mary, Spatz, Erica S., Beltrame, John F., Lichtman, Judith H., Lorenze, Nancy P., Bueno, Hector, and Krumholz, Harlan M.
- Subjects
Adult ,Male ,Adolescent ,Myocardial Infarction ,Middle Aged ,Prognosis ,Risk Assessment ,Article ,United States ,Young Adult ,Sex Factors ,Risk Factors ,Spain ,Humans ,Female ,Prospective Studies ,Sex Distribution ,Follow-Up Studies - Abstract
Young women with acute myocardial infarction (AMI) have a higher risk of adverse outcomes than men. However, it is unclear how young women with AMI are different from young men across a spectrum of characteristics. We sought to compare young women and men at the time of AMI on six domains of demographic and clinical factors in order to determine whether they have distinct profiles.Using data from Variation in Recovery: Role of Gender on Outcomes of Young AMI Patients (VIRGO), a prospective cohort study of women and men aged ⩽55 years hospitalized for AMI ( n = 3501) in the United States and Spain, we evaluated sex differences in demographics, healthcare access, cardiovascular risk and psychosocial factors, symptoms and pre-hospital delay, clinical presentation, and hospital management for AMI. The study sample included 2349 (67%) women and 1152 (33%) men with a mean age of 47 years. Young women with AMI had higher rates of cardiovascular risk factors and comorbidities than men, including diabetes, congestive heart failure, chronic obstructive pulmonary disease, renal failure, and morbid obesity. They also exhibited higher levels of depression and stress, poorer physical and mental health status, and lower quality of life at baseline. Women had more delays in presentation and presented with higher clinical risk scores on average than men; however, men presented with higher levels of cardiac biomarkers and more classic electrocardiogram findings. Women were less likely to undergo revascularization procedures during hospitalization, and women with ST segment elevation myocardial infarction were less likely to receive timely primary reperfusion.Young women with AMI represent a distinct, higher-risk population that is different from young men.
- Published
- 2016
31. Sex Differences in Inflammatory Markers and Health Status Among Young Adults With Acute Myocardial Infarction: Results From the VIRGO (Variation in Recovery: Role of Gender on Outcomes of Young Acute Myocardial Infarction Patients) Study.
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Yuan Lu, Shengfan Zhou, Dreyer, Rachel P., Spatz, Erica S., Geda, Mary, Lorenze, Nancy P., D'Onofrio, Gail, Lichtman, Judith H., Spertus, John A., Ridker, Paul M., Krumholz, Harlan M., Lu, Yuan, and Zhou, Shengfan
- Subjects
MYOCARDIAL infarction diagnosis ,MYOCARDIAL infarction-related mortality ,MYOCARDIAL infarction treatment ,AGE factors in disease ,BIOCHEMISTRY ,C-reactive protein ,CHI-squared test ,COMPARATIVE studies ,ESTERASES ,INFLAMMATORY mediators ,LONGITUDINAL method ,PHENOMENOLOGY ,RESEARCH methodology ,MEDICAL cooperation ,MULTIVARIATE analysis ,MYOCARDIAL infarction ,REGRESSION analysis ,RESEARCH ,RESEARCH funding ,RISK assessment ,SEX distribution ,COMORBIDITY ,SOCIOECONOMIC factors ,EVALUATION research ,HEALTH equity - Abstract
Background: Young women (≤55 years of age) with acute myocardial infarction (AMI) have higher mortality risk than similarly aged men. Elevated inflammatory markers are associated with an increased risk of cardiovascular outcomes after AMI, but little is known about whether young women have higher inflammatory levels after AMI compared with young men.Methods and Results: We assessed sex differences in post-AMI inflammatory markers and whether such differences account for sex differences in 12-month health status, using data from 2219 adults with AMI, 18 to 55 years of age, in the United States. Inflammatory markers including high-sensitivity C-reactive protein (hsCRP) and lipoprotein-associated phospholipase A2 were measured 1 month after AMI. Overall, women had higher levels of hsCRP and lipoprotein-associated phospholipase A2 after AMI compared with men, and this remained statistically significant after multivariable adjustment. Regression analyses showed that elevated 1-month hsCRP was associated with poor health status (symptom, function, and quality of life) at 12 months. However, the association between hsCRP and health status became nonsignificant after adjustment for sociodemographics, comorbidities, and treatment factors. Half of these patients had residual inflammatory risk (hsCRP >3 mg/L) compared with a third who had residual cholesterol risk (Low-density lipoprotein cholesterol >100 mg/dL).Conclusions: Young women with AMI had higher inflammatory levels compared with young men. Elevated 1-month hsCRP was associated with poor health status at 12 months after AMI, but this was attenuated after adjustment for patient characteristics. Targeted anti-inflammatory treatments are worthy of consideration for secondary prevention in these patients if ongoing trials of anti-inflammatory therapy prove effective. [ABSTRACT FROM AUTHOR]- Published
- 2017
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32. Sex-Based Differences in Presentation, Treatment, and Complications Among Older Adults Hospitalized for Acute Myocardial Infarction: The SILVER-AMI Study.
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Nanna, Michael G., Hajduk, Alexandra M., Krumholz, Harlan M., Murphy, Terrence E., Dreyer, Rachel P., Alexander, Karen P., Geda, Mary, Tsang, Sui, Welty, Francine K., Safdar, Basmah, Lakshminarayan, Dharshan K., Chaudhry, Sarwat I., and Dodson, John A.
- Abstract
Background: Studies of sex-based differences in older adults with acute myocardial infarction (AMI) have yielded mixed results. We, therefore, sought to evaluate sex-based differences in presentation characteristics, treatments, functional impairments, and in-hospital complications in a large, well-characterized population of older adults (≥75 years) hospitalized with AMI.Methods and Results: We analyzed data from participants enrolled in SILVER-AMI (Comprehensive Evaluation of Risk Factors in Older Patients With Acute Myocardial Infarction)-a prospective observational study consisting of 3041 older patients (44% women) hospitalized for AMI. Participants were stratified by AMI subtype (ST-segment-elevation myocardial infarction [STEMI] and non-STEMI [NSTEMI]) and subsequently evaluated for sex-based differences in clinical presentation, functional impairments, management, and in-hospital complications. Among the study sample, women were slightly older than men (NSTEMI: 82.1 versus 81.3, P<0.001; STEMI: 82.2 versus 80.6, P<0.001) and had lower rates of prior coronary disease. Women in the NSTEMI subgroup presented less frequently with chest pain as their primary symptom. Age-associated functional impairments at baseline were more common in women in both AMI subgroups (cognitive impairment, NSTEMI: 20.6% versus 14.3%, P<0.001; STEMI: 20.6% versus 12.4%, P=0.001; activities of daily living disability, NSTEMI: 19.7% versus 11.4%, P<0.001; STEMI: 14.8% versus 6.4%, P<0.001; impaired functional mobility, NSTEMI: 44.5% versus 30.7%, P<0.001; STEMI: 39.4% versus 22.0%, P<0.001). Women with AMI had lower rates of obstructive coronary disease (NSTEMI: P<0.001; STEMI: P=0.02), driven by lower rates of 3-vessel or left main disease than men (STEMI: 38.8% versus 58.7%; STEMI: 24.3% versus 32.1%), and underwent revascularization less commonly (NSTEMI: 55.6% versus 63.6%, P<0.001; STEMI: 87.3% versus 93.3%, P=0.01). Rates of bleeding were higher among women with STEMI (26.2% versus 15.6%, P<0.001) but not NSTEMI (17.8% versus 15.7%, P=0.21). Women had a higher frequency of bleeding following percutaneous coronary intervention with both NSTEMI (11.0% versus 7.8%, P=0.04) and STEMI (22.6% versus 14.8%, P=0.02).Conclusions: Among older adults hospitalized with AMI, women had a higher prevalence of age-related functional impairments and, among the STEMI subgroup, a higher incidence of overall bleeding events, which was driven by higher rates of nonmajor bleeding events and bleeding following percutaneous coronary intervention. These differences may have important implications for in-hospital and posthospitalization needs. [ABSTRACT FROM AUTHOR]- Published
- 2019
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33. SEX DIFFERENCES IN GERIATRIC IMPAIRMENTS AND IN-HOSPITAL MANAGEMENT STRATEGIES AMONG OLDER ADULTS HOSPITALIZED FOR AMI: THE SILVER AMI STUDY.
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Nanna, Michael, Geda, Mary, Murphy, Terrence, Tsang, Sui, Dreyer, Rachel, Lakshminarayan, Dharshan, Welty, Francine, Chaudhry, Sarwat, and Dodson, John
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- *
MYOCARDIAL infarction , *DISEASES in older people , *HOSPITAL patients , *HOSPITAL care of older people , *CARDIOLOGY , *PATIENTS ,SEX differences (Biology) - Published
- 2016
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34. Abstract 11665: Incidence and Determinants of Acute Kidney Injury Among Old Adults Hospitalized for Acute Myocardial Infarction: The SILVER-AMI Study.
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Dodson, John A, Curtis, Jeptha, Geda, Mary, Hajduk, Alexandra, Song, Xuemei, Parikh, Chirag, Miller, Paula, Blaum, Caroline, Krumholz, Harlan, and Chaudhry, Sarwat
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OLDER people , *KIDNEY injuries , *MYOCARDIAL infarction , *HEART failure , *CARDIAC catheterization , *ATRIAL fibrillation , *PATIENT readmissions - Abstract
Background: Among older adults hospitalized for acute myocardial infarction (AMI) undergoing cardiac catheterization, acute kidney injury (AKI) is common and associated with poor long-term outcomes. Our aim was to identify risk factors for AKI, using both traditional clinical variables and aging-related functional impairments unmeasured in prior studies. Methods: We analyzed data from the SILVER-AMI cohort, which enrolled patients age ≥75 with AMI across 94 U.S. hospitals. Our sample included the 2212 participants who underwent cardiac catheterization. AKI was defined based on KDIGO criteria (increase in serum Cr ≥0.3 mg/dL from baseline or ≥1.5 times baseline) and severity was divided into Stage 1 (1.5-1.9x baseline), Stage 2 (≥2.0-2.9x baseline), and stage 3 (≥3.0x baseline, or dialysis). We analyzed the association of both traditional AKI risk factors and functional impairments (Table) with AKI. We subsequently performed logistic regression with backwards selection to identify independent predictors of AKI. Results: Mean age was 81.3 years, 45.2% were female, 9.5% were nonwhite, and 77.2% underwent PCI. AKI occurred among 421 participants (19.0%); most AKI (88.4%) was Stage 1. After multivariable regression, 10 risk factors remained independent predictors of AKI (Table). The strongest predictors (adjusted) were history of heart failure (OR 1.63, 95% CI 1.23-2.17), nonwhite race (OR 1.53, 95% CI 1.08-2.16), and atrial fibrillation (OR 1.49, 95% CI 1.05-2.10). Among functional impairments analyzed, impaired mobility was the only factor independently associated with AKI (OR 1.39, 95% CI 1.24-1.56). At 6 months, AKI was associated with both mortality (14.5% vs. 5.4%, P<0.001) and hospital readmission (53.3% vs. 36.1%, P<0.001). Conclusions: AKI is common among older adults with AMI undergoing cardiac catheterization; most cases are mild. While traditional risk factors are strong predictors of AKI, mobility is also independently predictive, potentially due to its close association with the frailty syndrome. This suggests the potential utility of mobility in risk stratification among older adults. [ABSTRACT FROM AUTHOR]
- Published
- 2018
35. Abstract 11390: A Readmission Risk Model for Older Adults Hospitalized With Acute Myocardial Infarction: The SILVER-AMI Study.
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Dodson, John A, Murphy, Terrence E, Geda, Mary, Krumholz, Harlan M, Tsang, Sui, Hajduk, Alexandra, Nanna, Michael, Tinetti, Mary E, Goldstein, David, Forman, Daniel, Alexander, Karen P, Gill, Thomas M, and Chaudhry, Sarwat I
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OLDER people , *MYOCARDIAL infarction , *MOBILITY of older people , *GRIP strength , *ACTIVITIES of daily living - Abstract
Background: Readmissions among older adults hospitalized for acute myocardial infarction (AMI) are costly, disruptive, and difficult to predict. Aging-related functional impairments may improve risk prediction, but have not been measured in most studies. Our objective was therefore to develop a readmission risk model for older adults hospitalized for AMI that considered functional impairments. Methods: SILVER-AMI is a prospective cohort study of 3006 patients age ≥75 hospitalized with AMI at 96 U.S. hospitals. Participants underwent in-hospital assessment of functional impairments including cognition, vision, hearing, and mobility. Clinical variables traditionally associated with readmission risk, as well as patient reported health status, were also collected. The outcome was all-cause readmission at 30 days. We used backward selection and Bayesian model averaging to derive (N=2004) a risk model that was subsequently validated in a separate sample (N=1002). Model discrimination and calibration were respectively evaluated with the C-statistic and the Hosmer-Lemeshow test. Results: Mean age was 81.5 years, 44.4% were women, and 10.5% were nonwhite. Within 30 days, 547 participants (18.2%) experienced readmission (61.0% cardiac cause). Participants who were readmitted were older, had more comorbidities, and had a higher prevalence of functional impairments including activity of daily living disability (17.0% vs. 13.0%, P=0.01), weak grip strength (64.4% vs. 59.2%, P<0.01), and impaired mobility measured by Timed Up and Go (TUG) (72.5% vs. 53.6%, P<0.001). The final readmission risk model contained 8 variables; mobility was the only functional impairment retained, but was the strongest predictor (Figure). The model was well calibrated (P value >0.05 for Hosmer-Lemeshow statistic) and had moderate discrimination (C-statistic: 0.65 derivation cohort, 0.63 validation cohort) across all multiply imputed datasets. Conclusion: In our final risk model, functional mobility was the strongest predictor of 30-day readmission among older adults after AMI. The modest C-statistic indicates that much of the variability in readmission among this older adult population remains unexplained by patient-level factors. [ABSTRACT FROM AUTHOR]
- Published
- 2018
36. Sex Differences in Perceived Stress and Early Recovery in Young and Middle-Aged Patients With Acute Myocardial Infarction.
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Xiao Xu, Haikun Bao, Strait, Kelly, Spertus, John A., Lichtman, Judith H., D'Onofrio, Gail, Spatz, Erica, Bucholz, Emily M., Geda, Mary, Lorenze, Nancy P., Bueno, Hector, Beltrame, John F., and Krumholz, Harlan M.
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- *
GENDER differences (Psychology) in adolescence , *STRESS in adolescence , *MYOCARDIAL infarction , *COMORBIDITY , *MIDDLE-aged persons -- Psychology ,ADOLESCENT psychology research - Abstract
Background--Younger age and female sex are both associated with greater mental stress in the general population, but limited data exist on the status of perceived stress in young and middle-aged patients presenting with acute myocardial infarction. Methods and Results--We examined sex difference in stress, contributing factors to this difference, and whether this difference helps explain sex-based disparities in 1-month recovery using data from 3572 patients with acute myocardial infarction (2397 women and 1175 men) 18 to 55 years of age. The average score of the 14-item Perceived Stress Scale at baseline was 23.4 for men and 27.0 for women (P<0.001). Higher stress in women was explained largely by sex differences in comorbidities, physical and mental health status, intrafamily conflict, caregiving demands, and financial hardship. After adjustment for demographic and clinical characteristics, women had worse recovery than men at 1 month after acute myocardial infarction, with mean differences in improvement score between women and men ranging from -0.04 for EuroQol utility index to -3.96 for angina-related quality of life (P<0.05 for all). Further adjustment for baseline stress reduced these sex-based differences in recovery to -0.03 to -3.63, which, however, remained statistically significant (P<0.05 for all). High stress at baseline was associated with significantly worse recovery in angina-specific and overall quality of life, as well as mental health status. The effect of baseline stress on recovery did not vary between men and women. Conclusions--Among young and middle-aged patients, higher stress at baseline is associated with worse recovery in multiple health outcomes after acute myocardial infarction. Women perceive greater psychological stress than men at baseline, which partially explains women's worse recovery. [ABSTRACT FROM AUTHOR]
- Published
- 2015
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37. BLEEDING READMISSIONS AFTER ACUTE MYOCARDIAL INFARCTION IN OLDER ADULTS: THE SILVER-AMI STUDY.
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Dodson, John A., Hajduk, Alexandra, Curtis, Jeptha P., Murphy, Terrence, Krumholz, Harlan M., Alexander, Karen, Clardy, David, Tsang, Sui, Geda, Mary, Blaum, Caroline, and Chaudhry, Sarwat I.
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- *
MYOCARDIAL infarction , *CORONARY disease - Published
- 2020
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