105 results on '"Alvin Chandra"'
Search Results
2. Temporal trends and racial/ethnic- and sex-differences in LDL cholesterol control among US adults with self-reported atherosclerotic cardiovascular disease
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Danh Q. Nguyen, Neil Keshvani, Alvin Chandra, Pamela L. Alebna, Dave L. Dixon, Michael D. Shapiro, Erin D. Michos, Laurence S. Sperling, Ambarish Pandey, and Anurag Mehta
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Secondary prevention ,LDL cholesterol ,ASCVD ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 ,Public aspects of medicine ,RA1-1270 - Abstract
Objective: Current guidelines for secondary prevention of atherosclerotic cardiovascular disease (ASCVD) recommend targeting a low-density lipoprotein cholesterol (LDL-C) of < 70 mg/dL. However, temporal trends and racial/ethnic- and sex-differences in achievement of LDL-C targets are not well described. We assessed trends and racial/ethnic- and sex-differences in achievement of LDL-C < 70 mg/dL using data from the National Health and Nutrition Examination Survey (NHANES) from 2005 to 2008 to 2017-March 2020. Methods: We combined NHANES cycles into 4 periods: 2005–2008, 2009–2012, 2013–2016, and 2017-March 2020 and included participants ≥ 40 years with self-reported ASCVD. We estimated LDL-C < 70 mg/dL prevalence over time and further stratified by sex and race/ethnicity. We used multivariable logistic regression adjusted for social determinants of health and clinical covariates to model LDL-C target attainment. Results: Among 1,826 NHANES participants representing 7,161,221 US adults with self-reported ASCVD (59.6% ≥ 65 years, 56.4% male, 74.8% White), LDL-C target attainment increased from 19.0% (95% CI, 15.3%-23.3%) in 2005–2008 to 26.3% (95% CI, 20.4%-33.1%) in 2017-March 2020 (P = 0.012 for trend). Achievement of LDL-C < 70 mg/dL significantly rose among men from19.5% (95% CI, 15.1%-24.8%) to 29.4% (95% CI, 20.7%-29.9%) without significant change in women (from 18.3% [95% CI, 13.6%-24.2%] to 22.5% [95% CI, 13.0%-35.9%]; P = 0.241 for trend). Improvement in LDL-C target attainment was similar among White, Black, and Hispanic individuals (∼5–7% increase) and was greatest among individuals of other (non-White, Hispanic, or Black) race/ethnicity (23.1% increase). In our multivariable analysis, comorbid diabetes and ages 65–75 and > 75 years were associated with LDL-C target attainment. Conclusion: LDL-C control modestly improved between 2005 and 2008 and 2017-March 2020; however, only ∼1/4 of individuals met guideline-directed LDL-C treatment targets by 2017-March 2020. Women had lower LDL-C control and lesser magnitude of improvement in LDL-C control than men, highlighting a need for targeted interventions to improve lipid-lowering therapy utilization in this population.
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- 2024
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3. Novel Size‐Based High‐Density Lipoprotein Subspecies and Incident Vascular Events
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Austin Deets, Parag H. Joshi, Alvin Chandra, Kavisha Singh, Amit Khera, Salim S. Virani, Christie M. Ballantyne, James D. Otvos, Robin P. F. Dullaart, Eke G. Gruppen, Margery A. Connelly, Colby Ayers, Ann Marie Navar, Ambarish Pandey, John T. Wilkins, and Anand Rohatgi
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HDL ,HDL size ,HDL‐C ,MI ,multiethnic ,stroke ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Background High‐density lipoprotein (HDL) particle concentration likely outperforms HDL cholesterol in predicting atherosclerotic cardiovascular events. Whether size‐based HDL subspecies explain the atheroprotective associations of HDL particle concentration remains unknown. Our objective was to assess whether levels of specific size‐based HDL subspecies associate with atherosclerotic cardiovascular disease in a multiethnic pooled cohort and improve risk prediction beyond traditional atherosclerotic cardiovascular disease risk factors. Methods and Results Seven HDL size‐based subspecies were quantified by nuclear magnetic resonance (LP4 algorithm; H1=smallest; H7=largest) among participants without prior atherosclerotic cardiovascular disease in ARIC (Atherosclerosis Risk in Communities), MESA (Multi‐Ethnic Study of Atherosclerosis), PREVEND (Prevention of Renal and Vascular Endstage Disease), and DHS (Dallas Heart Study) cohorts (n=15 371 people). Multivariable Cox proportional hazards models were used to evaluate the association between HDL subspecies and incident myocardial infarction (MI) or ischemic stroke at follow‐up (average 8–10 years) adjusting for HDL cholesterol and risk factors. Improvement in risk prediction was assessed via discrimination and reclassification analysis. Within the pooled cohort (median age 57 years; female 54%; Black 22%) higher H1 (small) and H4 (medium) concentrations were inversely associated with incident MI (hazard ratio [HR]/SD, H1 0.88 [95% CI, 0.81–0.94]; H4 0.89 [95% CI, 0.82–0.97]). H4 but not H1 improved risk prediction indices for incident MI. Increasing H2 and H4 were inversely associated with improved risk prediction indices for composite end point of stroke, MI, and cardiovascular death (HR/SD, H2 0.94 [95% CI, 0.88–0.99]; H4 0.91 [95% CI, 0.85–0.98]). Levels of the large subspecies (H6 and H7) were not associated with any vascular end point. Conclusions Two of 7 HDL size‐based subspecies modestly improved risk prediction for MI and composite vascular end points in a large multiethnic pooled cohort. These findings support assessment of precise HDL subspecies for future studies regarding clinical utility.
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- 2023
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4. Impact of Vitamin D3 Versus Placebo on Cardiac Structure and Function: A Randomized Clinical Trial
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Alvin Chandra, Michael H. Picard, Shi Huang, Deepak K. Gupta, Kartik Agusala, Julie E. Buring, I‐Min Lee, Nancy R. Cook, JoAnn E. Manson, Ravi I. Thadhani, and Thomas J. Wang
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cardiac structure and function ,echocardiography ,n−3 fatty acids ,randomized controlled trial ,vitamin D ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Background Vitamin D supplementation leads to regression of left ventricular (LV) hypertrophy and improves LV function in animal models. However, limited data exist from prospective human studies. We examined whether vitamin D supplementation improved cardiac structure and function in midlife/older individuals in a large randomized trial. Methods and Results The VITAL (Vitamin D and OmegA‐3 Trial) was a nationwide double‐blind, placebo‐controlled randomized trial that tested the effects of vitamin D3 (2000 IU/d) and n−3 fatty acids (1 g/d) on cardiovascular and cancer risk in 25 871 individuals aged ≥50 years. We conducted a substudy of VITAL in which participants underwent echocardiography at baseline and 2 years. Images were interpreted by a blinded investigator at a central core laboratory. The primary end point was change in LV mass. Among 1054 Greater Boston–area participants attending in‐clinic visits, we enrolled 1025 into this study. Seventy‐nine percent returned for follow‐up and had analyzable echocardiograms at both visits. At baseline, the median age was 64 years (interquartile range, 60–69 years), 52% were men, and 43% had hypertension. After 2 years, the change in LV mass did not significantly differ between the vitamin D and placebo arms (median +1.4 g versus +2.6 g, respectively; P=0.32). Changes in systolic and diastolic LV function also did not differ significantly between arms. There were no significant changes in cardiac structure and function between the n−3 fatty acids and placebo arms. Conclusions Among adults aged ≥50 years, neither vitamin D3 nor n−3 fatty acids supplementation had significant effects on cardiac structure and function after 2 years. Registration URL: https://clinicaltrials.gov/; Unique identifiers: NCT01169259 (VITAL) and NCT01630213 (VITAL‐Echo)
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- 2022
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5. Cardiovascular disease and chimeric antigen receptor cellular therapy
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Anjali Rao, Andrew Stewart, Mahmoud Eljalby, Praveen Ramakrishnan, Larry D. Anderson, Farrukh T. Awan, Alvin Chandra, Srilakshmi Vallabhaneni, Kathleen Zhang, and Vlad G. Zaha
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chimeric antigen receptor (CAR T) ,cardio-oncology ,immunotherapy ,cytokine release syndrome (CRS) ,cellular therapy ,cardiovascular disease ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Chimeric antigen receptor T-cell (CAR T) therapy is a revolutionary personalized therapy that has significantly impacted the treatment of patients with hematologic malignancies refractory to other therapies. Cytokine release syndrome (CRS) is a major side effect of CAR T therapy that can occur in 70–90% of patients, with roughly 40% of patients at grade 2 or higher. CRS can cause an intense inflammatory state leading to cardiovascular complications, including troponin elevation, arrhythmias, hemodynamic instability, and depressed left ventricular systolic function. There are currently no standardized guidelines for the management of cardiovascular complications due to CAR T therapy, but systematic practice patterns are emerging. In this review, we contextualize the history and indications of CAR T cell therapy, side effects related to this treatment, strategies to optimize the cardiovascular health prior to CAR T and the management of cardiovascular complications related to CRS. We analyze the existing data and discuss potential future approaches.
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- 2022
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6. Regional adiposity, cardiorespiratory fitness, and left ventricular strain: an analysis from the Dallas Heart Study
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Nitin Kondamudi, Neela Thangada, Kershaw V. Patel, Colby Ayers, Alvin Chandra, Jarret D. Berry, Ian J. Neeland, and Ambarish Pandey
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Visceral fat ,Lower-body fat ,Subcutaneous fat ,Left ventricular peak circumferential strain ,Heart failure ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Abstract Background Low cardiorespiratory fitness (CRF), high body mass index, and excess visceral adiposity are each associated with impairment in left ventricular (LV) peak circumferential strain (Ecc), an intermediate phenotype that precedes the development of clinical heart failure (HF). However, the association of regional fat distribution and CRF with Ecc independent of each other and other potential confounders is not known. Methods Participants from the Dallas Heart Study Phase 2 who underwent dual energy X-ray absorptiometry assessment of regional fat distribution, CRF assessment by submaximal treadmill test, and Ecc quantification by tissue-tagged cardiovascular magnetic resonance were included in the analysis. The cross-sectional associations of measures of regional adiposity, namely visceral adipose tissue (VAT), subcutaneous adipose tissue (SAT), and lower-body fat (LBF) with Ecc after adjustment for CRF and other potential confounders (independent variables) were assessed using multivariable linear regression analysis. Results The study included 1089 participants (55% female, 39% black). In the unadjusted analysis, higher VAT was associated with greater impairment in Ecc. After adjustment for baseline risk factors, CRF, parameters of LV structure and function, and other fat depots such as SAT and LBF, higher VAT remained associated with greater impairment in Ecc (β: 0.19, P = 0.002). SAT and LBF were not significantly associated with Ecc, however, CRF remained associated with Ecc in the fully adjusted model including all fat depots (β: − 0.15, P
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- 2021
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7. Left Atrial Remodeling and Stroke in Patients With Sinus Rhythm and Normal Ejection Fraction: ARIC‐NCS
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Francesco Bianco, Raffaele De Caterina, Alvin Chandra, Iolanda Aquila, Brian Claggett, Michelle C. Johansen, Alexandra Gonçalves, Faye L. Norby, Rebecca Cogswell, Elsayed Z. Soliman, Rebecca Gottesman, Thomas Mosley, Alvaro Alonso, Amil Shah, Scott D. Solomon, and Lin Yee Chen
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3‐dimensional echocardiography ,left atrial function ,left atrial stiffness ,left atrial strain ,subclinical cerebral infarctions ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Background Age‐related left atrial (LA) structural and functional abnormalities may be related to subclinical cerebral infarcts (SCIs) and stroke. We evaluated the association of 3‐dimensional echocardiographic LA contractility parameters with SCIs and stroke across the spectrum of tertiles of age increment in elderly patients with sinus rhythm, normal ejection fraction, and no history of atrial fibrillation. Methods and Results We enrolled 407 participants (mean age, 76±8 years; 40% men) from ARIC‐NCS (Atherosclerosis Risk in Communities Neurocognitive Study) undergoing a brain magnetic resonance imaging and 3‐dimensional echocardiographic examinations in 2011 to 2013. The sample was analyzed among age tertiles and subgroups: no cerebral magnetic resonance imaging–detectable infarcts (n=315), magnetic resonance imaging–diagnosed SCIs (n=58), and clinically diagnosed stroke (n=34). The frequency of SCIs significantly increased over age tertiles (P trend 0.023). LA global longitudinal strain—a 3‐dimensional echocardiographic index of LA reservoir function—and E/e’ divided by LA global longitudinal strain—an index of LA stiffness—worsened across age tertiles (P trend 0.014 and 0.001, respectively), and only in the categories of SCIs (P trend
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- 2022
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8. Tunable Thin Film Periodicities by Controlling the Orientation of Cylindrical Domains in Side Chain Liquid Crystalline Block Copolymers
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Lei Dong, Alvin Chandra, Kevin Wylie, Yuta Nabae, and Teruaki Hayakawa
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Chemical technology ,TP1-1185 - Abstract
A facile approach to block copolymer (BCP) domain orientation control in thin films has been demonstrated by employing a BCP with liquid crystalline semifluorinated side chains by tuning the composition of the copolymers of the bottom surface layer (BSL). 1H,1H,2H,2H-Perfluorodecanethiol was attached to a precursor polymer, polystyrene-block-poly(glycidyl methacrylate) (PS-b-PGMA), to obtain a novel BCP with a C8F17-containing liquid crystal (LC) side chain (PS-b-P8FMA). Anisotropic hexagonally packed cylinder domains in a bulk state were first characterized by transmission electron microscopy (TEM) and small angle X-ray scattering (SAXS). The observed morphology transition of BCPs with different fluorinated side chain lengths of –CF3, –C4F9, and –C6F13 suggested the decisive effects of LC side chain ordering on the anisotropic nanostructures. In the thin film study, poly(methyl methacrylate-random-2,2,2-trifluoroethyl methacrylate-random-methacrylic acid) (PMMA-ran-PTFEMA-ran-PMAA) solution was used as BSLs for tuning the desired periodicities. The surface free energy (SFE) of BSL was simply tailored by changing the composition of comonomers. In atomic force microscopy (AFM) characterization, long-range ordered perpendicularly oriented BCP domains in a hexagonally packed array or parallel oriented BCP domains as striation patterns were easily fabricated on non-preferential or preferential BSL, respectively. The study presents a novel approach to tunable thin film periodicities without changing or modifying BCPs, which is desired in next-generation BCP lithography.
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- 2022
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9. Efficacy of Neurohormonal Therapies in Preventing Cardiotoxicity in Patients With Cancer Undergoing Chemotherapy
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Muthiah Vaduganathan, MD, MPH, Sameer A. Hirji, MD, MPH, Arman Qamar, MD, Navkaranbir Bajaj, MD, MPH, Ankur Gupta, MD, PhD, Vlad G. Zaha, MD, Alvin Chandra, MD, Mark Haykowsky, PhD, Bonnie Ky, MD, MSCE, Javid Moslehi, MD, Anju Nohria, MD, Javed Butler, MD, MPH, MBA, and Ambarish Pandey, MD, MSCS
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anthracyclines ,cardioprotection ,cardiotoxicity ,ejection fraction ,heart failure ,meta-analysis ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Objectives: This study sought to assess the effects of neurohormonal therapies in preventing cardiotoxicity in patients receiving chemotherapy. Background: Various cardioprotective approaches have been evaluated to prevent chemotherapy-related cardiotoxicity; however, their overall utility remains uncertain. Methods: This meta-analysis included randomized clinical trials of adult patients that underwent chemotherapy and neurohormonal therapies (β-blockers, mineralocorticoid receptor antagonists, or angiotensin-converting enzyme inhibitors/angiotensin receptor blockers) versus placebo with follow-up ≥4 weeks. The primary outcome was change in left ventricular ejection fraction (LVEF) from baseline to the end of the trial. Other outcomes of interest were measures of LV size, strain, and diastolic function. Pooled estimates for each outcome were reported as standardized mean difference and weighted mean difference between the neurohormonal therapy and placebo groups using random effects models. Results: We included 17 trials, collectively enrolling 1,984 participants. In pooled analysis, neurohormonal therapy (vs. placebo) was associated with significantly higher LVEF on follow-up (standardized mean difference: +1.04 [95% confidence interval (CI): 0.57 to 1.50]) but with significant heterogeneity in the pooled estimate (I2 = 96%). Compared with placebo-treated patients, those randomized to neurohormonal therapies experienced a 3.96% (95% CI: 2.90 to 5.02) less decline in LVEF estimated by weighted mean difference, but with significant heterogeneity (I2 = 98%). There was a trend toward lower adverse clinical events with neurohormonal therapy (vs. placebo) that did not meet statistical significance (risk ratio: 0.80 [95% CI: 0.53 to 1.20]; I2 = 71%). Conclusions: Neurohormonal therapies are associated with higher LVEF in follow-up among cancer patients receiving chemotherapy, although absolute changes in LVEF are small and may be within inter-test variability. Furthermore, significant heterogeneity is observed in the treatment effects across studies highlighting the need for larger trials of cardioprotective strategies.
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- 2019
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10. Understanding and responding to climate-driven non-economic loss and damage in the Pacific Islands
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Karen E. McNamara, Ross Westoby, Rachel Clissold, and Alvin Chandra
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Culture ,Climate change ,Identity ,Pacific Islands region ,Socio-ecological systems ,Meteorology. Climatology ,QC851-999 - Abstract
Communities throughout the Pacific Islands region have experienced, and will continue to experience, extensive non-economic loss and damage (NELD) from climate change. Assessments of loss and damage, however, often fall short on their coverage of these non-economic dimensions, which can distort our understanding of climate change impacts, discount the experiences of some and skew future decision-making. This paper explores how stakeholders in the Pacific Islands understand NELD and what they perceive to be the best ways of responding to it. An open-ended questionnaire was used to collect qualitative and quantitative data from representatives from governments, donors and development partners, civil society, intergovernmental organisations, and relevant others. This study found that NELD in the Pacific Islands is understood, perceived and experienced through the lens of intangible values, identity and cultural landscapes, and this is encapsulated by a typology with eight interconnected core dimensions. These eight dimensions include: health and wellbeing, ways of being, future ways of being, cultural sites and sacred places, Indigenous and local knowledge, life sustaining tools, biodiversity and ecosystem services, and connection to land and sea. NELD is complex, entangled and interconnected, thereby significantly undermining entire socio-ecological systems. Moving forward, responding to NELD in the Pacific Islands region will require a comprehensive approach that protects, conserves and restores complex socio-ecological systems, and provides opportunities to work through loss and damage by means of education and training, safeguarding knowledge systems, community activities, cultural connection and maintenance, and strong relationships with land and sea.
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- 2021
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11. The relevance of political ecology perspectives for smallholder Climate-Smart Agriculture: a review
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Alvin Chandra, Karen E. McNamara, and Paul Dargusch
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Environmental sciences ,GE1-350 ,Political science - Abstract
Abstract Climate-smart agriculture has emerged as a way of increasing food productivity, building resiliency to climate change and reducing carbon emissions. Despite rapid technical advances, research on climate-smart agriculture has arguably under-theorized the socio-political processes that continue to marginalize vulnerable groups such as smallholder farmers. This review discusses the potential usefulness of political ecology perspectives for improving climate-smart agriculture. Political ecology theory elucidates how three interrelated socio-political processes that perpetuate smallholder farmer vulnerability significantly influence climate-smart responses: inequality, unequal power relations and social injustice. The article discusses these three inter-connected political ecology factors using a number of examples from the Green Revolution, smallholder farming communities, and indigenous farmers. In comparison to conventional technical approaches, our article argues that Climate-Smart Agriculture needs to consider political ecology perspectives at different levels to explore the vulnerability of smallholder farmers to current and future climate change impacts. Interventions to support climate-smart agriculture should examine local risks, specificities and priorities of smallholder farmers. The article concludes with a renewed call for concepts of inequality, unequal power relations and social injustice to be embedded into both the policy and practice of climate smart agriculture. Keywords: climate-smart agriculture, equality, political ecology, power, smallholder, social justice
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- 2017
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12. Intraventricular flow patterns during right ventricular apical pacing
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Raffaele De Caterina, Francesco Bianco, Vincenzo Cicchitti, Valentina Bucciarelli, Alvin Chandra, Enrico Di Girolamo, Gianni Pedrizzetti, Gianni Tonti, Silvio Romano, and Sabina Gallina
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Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Objectives To assess differences in blood flow momentum (BFM) and kinetic energy (KE) dissipation in a model of cardiac dyssynchrony induced by electrical right ventricular apical (RVA) stimulation compared with spontaneous sinus rhythm.Methods We cross-sectionally enrolled 12 consecutive patients (mean age 74±8 years, 60% male, mean left ventricular ejection fraction 58%±6 %), within 48 hours from pacemaker (PMK) implantation. Inclusion criteria were: age>18 years, no PMK-dependency, sinus rhythm with a spontaneous narrow QRS at the ECG, preserved ejection fraction (>50%) and a low percentage of PMK-stimulation (
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- 2019
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13. Perancangan Data Warehouse Pada Software Laboratory Center
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Alvin Chandra
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Data warehouse, ETL, dimensi, fakta, database ,Technology ,Engineering (General). Civil engineering (General) ,TA1-2040 ,Science - Abstract
The purpose of this study is to analyze the existing database on Software Laboratory Center to obtain necessary information and design data warehouse to integrate existing data to obtain some global information. The methods used are analysis and design method. The method of analysis is done by conducting surveys and analysis of the running system, analysis and identification the weaknesses of the running system, and troubleshooting analysis. And the data warehouse design method is done by applying the nine steps (Nine-Step Methodology) that used by Ralph Kimball's to design star schema. The result is data warehouse that provides some global information which global, relevant, and integrated which can be seen from various points of view that is useful for the leaders to make decisions. Separate data warehouse from operational databases that already exist required by Software Laboratory Center to assist leaders in making strategic decisions in a fast and precise way.
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- 2010
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14. Social Media Web Scraping using Social Media Developers API and Regex.
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Lusiana Citra Dewi, Meiliana, and Alvin Chandra
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- 2019
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15. Evaluasi Implementasi Penggunaan Knowledge Management System untuk Sales pada PT. Bank ABC
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Samuel Alvin Chandra and Wahyu Sardjono
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Tujuan Penelitian adalah mencari faktor dan indikator apa yang menyebabkan adanya Gap antara Realita dengan ekspektasi perusahaan dalam penggunaan Knowledge manajemen System pada PT Bank ABC, lalu membangun mode penggunaan KMS di perusahaan PT Bank ABC saat ini dan menentukan strategi implementasi KMS di PT Bank ABC pada masa mendatang. Metode penelitian yang digunakan adalah dengan menggunakan metode pengumpulan data dengan menyebarkan kuesioner kepada responden dan metode Analisa data hasil kuesioner dengan metode Analisa faktor dan Analisa Regresi. Hasil yang diperoleh dari penelitian ini adalah ditemukannya faktor baru beserta indikator penyusun faktor tersebut serta mode perancangan yang ideal. Simpulan yang diperoleh adalah faktor Analisa terkait perancangan Knowledge Management System bagi sales bank ABC antara Organizing Knowledge, Lack of Knowledge Quality, Controling the Knowledge dan Insufficient Knowledge Gathering.
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- 2023
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16. Supranormal Left Ventricular Ejection Fraction, Stroke Volume, and Cardiovascular Risk
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Sonia Shah, Matthew W. Segar, Nitin Kondamudi, Colby Ayers, Alvin Chandra, Susan Matulevicius, Kartik Agusala, Ron Peshock, Suhny Abbara, Erin D. Michos, Mark H. Drazner, Joao A.C. Lima, W.T. Longstreth, and Ambarish Pandey
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Cardiology and Cardiovascular Medicine - Published
- 2022
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17. Evaluasi Implementasi Penggunaan Knowledge Management System untuk Sales pada PT. Bank ABC
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Alvin Chandra, Samuel, primary and Sardjono, Wahyu, additional
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- 2023
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18. Association of Dapagliflozin vs Placebo With Individual Kansas City Cardiomyopathy Questionnaire Components in Patients With Heart Failure With Mildly Reduced or Preserved Ejection Fraction
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Alexander Peikert, Alvin Chandra, Mikhail N. Kosiborod, Brian L. Claggett, Akshay S. Desai, Pardeep S. Jhund, Carolyn S. P. Lam, Silvio E. Inzucchi, Felipe A. Martinez, Rudolf A. de Boer, Adrian F. Hernandez, Sanjiv J. Shah, Stefan P. Janssens, Jan Bělohlávek, C. Jan Willem Borleffs, Dan Dobreanu, Anna Maria Langkilde, Olof Bengtsson, Magnus Petersson, John J. V. McMurray, Scott D. Solomon, and Muthiah Vaduganathan
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Cardiology and Cardiovascular Medicine - Abstract
ImportanceDapagliflozin has been shown to improve overall health status based on aggregate summary scores of the Kansas City Cardiomyopathy Questionnaire (KCCQ) in patients with heart failure (HF) with mildly reduced or preserved ejection fraction enrolled in the Dapagliflozin Evaluation to Improve the Lives of Patients With Preserved Ejection Fraction Heart Failure (DELIVER) trial. A comprehensive understanding of the responsiveness of individual KCCQ items would allow clinicians to better inform patients on expected changes in daily living with treatment.ObjectiveTo examine the association of dapagliflozin treatment with changes in individual components of the KCCQ.Design, Setting, and ParticipantsThis is a post hoc exploratory analysis of DELIVER, a randomized double-blind placebo-controlled trial conducted at 353 centers in 20 countries from August 2018 to March 2022. KCCQ was administered at randomization and 1, 4, and 8 months. Scores of individual KCCQ components were scaled from 0 to 100. Eligibility criteria included symptomatic HF with left ventricular ejection fraction greater than 40%, elevated natriuretic peptide levels, and evidence of structural heart disease. Data were analyzed from November 2022 to February 2023.Main Outcomes and MeasuresChanges in the 23 individual KCCQ components at 8 months.InterventionsDapagliflozin, 10 mg, once daily or placebo.ResultsBaseline KCCQ data were available for 5795 of 6263 randomized patients (92.5%) (mean [SD] age, 71.5 [9.5] years; 3344 male [57.7%] and 2451 female [42.3%]). Dapagliflozin was associated with larger improvements in almost all KCCQ components at 8 months compared with placebo. The most significant improvements with dapagliflozin were observed in frequency of lower limb edema (difference, 3.2; 95% CI, 1.6-4.8; P P P Conclusions and RelevanceIn this study of patients with HF with mildly reduced or preserved ejection fraction, dapagliflozin was associated with improvement in a broad range of individual KCCQ components, with the greatest benefits in domains related to symptom frequency and physical limitations. Potential improvements in specific symptoms and activities of daily living might be more readily recognizable and easily communicated to patients.Trial RegistrationClinicalTrials.gov Identifier: NCT03619213
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- 2023
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19. Assessing the Impacts of IT Usage, IT Adoption, and Innovation Capabilities in Increasing the Hybrid Learning Process Performance
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Reina Setiawan, Elfindah Princes, Yovita Tunardi, Alvin Chandra, Noerlina Noerlina, Tirta Nugraha Mursitama, and Devinca Limto
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Education - Abstract
The disruptive changes of technological advancements and the COVID-19 pandemic have pushed the education sector to leap into a new learning model, known as hybrid learning. Hybrid learning implements both onsite and online learning to students simultaneously. This research aims to display the impacts of information technology (IT) usage, IT adoption, and innovation capabilities to increase learning process performance during hybrid learning. This research has used a quantitative approach by gathering survey data from 1,160 college students during a hybrid learning process. Hybrid learning had been conducted for four months before the survey was taken in December 2021. The findings show that IT usage, IT adoption, and innovation capabilities significantly affect the hybrid learning process performance. Moreover, IT adoption has the most robust beta coefficient, followed by innovation capabilities and IT usage. Therefore, this research posits that the hybrid learning process performance greatly depends on the adoption of IT, followed by the innovation capabilities of the lecturers. IT usage also supports the hybrid learning process performance. Thus, the three variables are essential in successfully maintaining the hybrid learning process.
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- 2022
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20. Climate-Induced Non-Economic Loss and Damage: Understanding Policy Responses, Challenges, and Future Directions in Pacific Small Island Developing States
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Alvin Chandra, Karen E. McNamara, Rachel Clissold, Tammy Tabe, and Ross Westoby
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Atmospheric Science ,adaptation ,climate finance ,disaster risk reduction ,non-economic loss and damage ,Pacific Islands - Abstract
Despite mitigation and adaptation efforts, the residual risks of climate change will continue to impact the most vulnerable communities globally. Highly exposed regions, such as the Pacific Islands, will continue to experience profound negative loss and damage as a result of climate change, which will challenge current ways of life. Knowledge on the extent to which regional and national climate change polices can identify and respond to non-economic loss and damage (NELD) is limited. From the perspectives of stakeholders in the Pacific Islands region, this research aims to gain insights into how regional and national policies are responding to NELD, as the well as the barriers, shortcomings, and requirements for future responses. Utilising a mixed qualitative–quantitative approach, this research explores the perspectives of expert informants, including those from the government, donors and development partners, civil society, intergovernmental organisations, and other relevant bodies, such as universities. The key findings of this study indicate that current policy responses include a regional policy that integrates disaster and climate change losses, national efforts to preserve traditional and local knowledge, national adaptation and resilience planning, community-based projects, and relocation and resettlement. Additionally, NELD is a relatively new concept for policymakers, practitioners, and researchers, and it is difficult to conceptualise the diversity of issues related to NELD in the region. Owing to this poor understanding, a key gap relates to the dominance of the economic lens when characterising climate-induced impacts in the region. As such, there is a limited holistic consideration of climate change impacts, and thus a limited appreciation of the interrelated factors of NELD within policy responses that then cascade towards communities. Finally, the paper outlines key policy insights as follows: policies on integration, adaptation, resilience planning, relocation and resettlement have advanced; the economic lens dominates when characterising climate-induced impacts on the region; there is a limited appreciation of the interrelated factors of NELD; and there exists a need to account for residual and intangible losses to land, culture, traditional knowledge, biodiversity, ecosystem services, and human agency. The insights gained from this research can provide a practical basis for guiding local to regional action and help support and design comprehensive risk management solutions in order to address NELD associated with climate change.
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- 2023
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21. Increasing Learning Frequency through Education Based Game.
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Dennise Adrianto, Violitta Yesmaya, and Alvin Chandra
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- 2015
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22. Cascading loss and loss risk multipliers amid a changing climate in the Pacific Islands
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Rachel Clissold, Anita Latai-Niusulu, Alvin Chandra, Ross Westoby, and Karen E. McNamara
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Conservation of Natural Resources ,Resource (biology) ,Ecology ,media_common.quotation_subject ,Interdependencies ,Climate Change ,Geography, Planning and Development ,Global warming ,Climate change ,Loss and damage ,General Medicine ,Biodiversity ,Pacific Islands ,Interconnectedness ,Ecosystem services ,Interdependence ,Non-economic loss and damage ,Perspective ,Reparable ,Environmental Chemistry ,Pacific islanders ,Humans ,Environmental planning ,Ecosystem ,media_common - Abstract
Human society has experienced, and will continue to experience, extensive loss and damage from worsening anthropogenic climate change. Despite our natural tendencies to categorise and organise, it can be unhelpful to delineate clean boundaries and linear understandings for complex and messy concepts such as loss and damage. Drawing on the perspectives of 42 local and regional Pacific Islander stakeholders, an underexplored resource for understanding loss and damage, we explore the complexity and interconnectedness of non-economic loss and damage (NELD). According to participants, Pacific Islander worldviews, knowledge systems and cosmologies often make it difficult to separate and evaluate NELD independently, challenging the nomenclature of NELD categories developed through international mechanisms. Instead, NELD understandings are often centred on the interdependencies between losses, including the cascading flow-on effects that can occur and the nature of some losses as risk multipliers (i.e. one loss creating the risk for further losses). Most notably, losses to biodiversity, ecosystem services and land are critically linked to, and have cascading effects on, livelihoods, knowledge, ways of life, wellbeing, and culture and heritage. We argue that loss and damage is not always absolute, and that there are NELD that are arguably reparable. Concerning, however, is that biodiversity loss, as a risk multiplier, was considered the least reparable by participants. We put forward that NELD understandings must consider interconnectivity, and that biodiversity and ecosystem conservation and restoration must be the focus for interventions to prevent irreparable and cascading losses from climate change in the Pacific Islands.
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- 2021
23. Health-related quality of life outcomes in PARAGON-HF
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Alvin Chandra, Carisi A. Polanczyk, Brian L. Claggett, Muthiah Vaduganathan, Milton Packer, Martin P. Lefkowitz, Jean L. Rouleau, Jiankang Liu, Victor C. Shi, Heike Schwende, Michael R. Zile, Akshay S. Desai, Marc A. Pfeffer, John J.V. McMurray, Scott D. Solomon, and Eldrin F. Lewis
- Subjects
Cardiology and Cardiovascular Medicine - Abstract
Heart failure (HF) is associated with poor health-related quality of life (HRQL). Patients with HF with preserved ejection fraction (HFpEF) have similar HRQL impairment as those with reduced ejection fraction. This study describes the impact of sacubitril/valsartan on HRQL in patients with HFpEF enrolled in the PARAGON-HF trial.Patients completed the Kansas City Cardiomyopathy Questionnaire (KCCQ) and EuroQol (EQ-5D) at randomization, 4, 8 months, and annually thereafter. Changes in HRQL scores were evaluated using repeated measures models adjusted for treatment, baseline values and region. The pre-specified principal efficacy assessment was at 8 months at which time patients randomized to sacubitril/valsartan had borderline higher KCCQ clinical summary score (CSS) with least squares mean (LSM) adjusted difference of 1.0 (95% confidence interval [CI] 0.0, 2.1; p = 0.051). Including all visits up to 36 months, the LSM difference in KCCQ-CSS favoured sacubitril/valsartan with average adjusted difference of 1.1 (95% CI 0.1, 2.0; p = 0.034). Patients treated with sacubitril/valsartan had greater odds of clinically meaningful improvement (≥5-point increase) in KCCQ-CSS (odds ratio 1.31; 95% CI 1.06, 1.61) at 8 months. At 8 months, there was no significant difference in the EQ visual analogue scale between the treatment arms, but sacubitril/valsartan was associated with higher EQ-5D utility score (US-based) with LSM adjusted difference of 0.01 (95% CI 0.00, 0.02; p = 0.019).Compared with valsartan, sacubitril/valsartan had a borderline benefit on KCCQ-CSS at 8 months in patients with HFpEF. This benefit became more significant when data from all visits up to 36 months were included. This modest overall benefit was also supported by greater odds of patients reporting a clinically meaningful improvement in HRQL with sacubitril/valsartan.
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- 2022
24. Impact of the Insoluble Gas Concentration on Measured Stroke Volume at Rest and Submaximal Exercise using the Innocor Device
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ELI REYNOLDS, KARRIE CURRY, GREGORY BARTON, ALVIN CHANDRA, CRAIG G. CRANDALL, and JARETT D. BERRY
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Physical Therapy, Sports Therapy and Rehabilitation ,Orthopedics and Sports Medicine - Abstract
The Innocor® device utilizes an insoluble gas (SF6) to estimate lung volume and the rate of disappearance of a soluble gas (N2O) to measure pulmonary blood flow (PBF), which approximates cardiac output assuming no shunt. We sought to identify error in the measurement of the insoluble gas in an effort to reduce variation in Innocor® measurement.We enrolled 28 participants from the Dallas Heart Study (mean age 63 years; 57% male; 43% white). Stroke volume was measured at rest and at submaximal (20 and 40 W) exercise using both echocardiography (Philips iE33) and the Innocor® device. We defined a priori peak and equilibrium SF6 measurement errors as greater or less than 20% of the mean observed value. Three Innocor measurements were obtained at rest (N = 27) for a total of 81 measurements. Of these, 22 % had SF6 measurements that fell outside of the priori range.Resting Innocor® stroke volume measures with peak SF6 measured above a priori range (0.12%) was associated with larger stroke volumes compared to stroke volume measures without peak SF6 error [101.4 (26.8) vs. 64.9 (8.7) mL, p = 0.006] and overestimated stroke volume when compared to stroke volume by echo [101.4 (26.8) vs. 59.9 (16.3) mL, p = 0.017]. A similar pattern was observed at submaximal exercise. In contrast, there was no consistent association between variation in equilibrium SF6 concentrations and measured stroke volume.Variability in peak SF6 concentration is common while using the Innocor® device and results in overestimated stroke volume. These findings have implications for research protocols using this device.
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- 2022
25. Gender Differences in Diagnosis, Prevention, and Treatment of Cardiotoxicity in Cardio-Oncology
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Shawn Simek, Brian Lue, Anjali Rao, Goutham Ravipati, Srilakshmi Vallabhaneni, Kathleen Zhang, Vlad G. Zaha, and Alvin Chandra
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General Medicine - Abstract
Gender differences exist throughout the medical field and significant progress has been made in understanding the effects of gender in many aspects of healthcare. The field of cardio-oncology is diverse and dynamic with new oncologic and cardiovascular therapies approved each year; however, there is limited knowledge regarding the effects of gender within cardio-oncology, particularly the impact of gender on cardiotoxicities. The relationship between gender and cardio-oncology is unique in that gender likely affects not only the biological underpinnings of cancer susceptibility, but also the response to both oncologic and cardiovascular therapies. Furthermore, gender has significant socioeconomic and psychosocial implications which may impact cancer and cardiovascular risk factor profiles, cancer susceptibility, and the delivery of healthcare. In this review, we summarize the effects of gender on susceptibility of cancer, response to cardiovascular and cancer therapies, delivery of healthcare, and highlight the need for further gender specific studies regarding the cardiovascular effects of current and future oncological treatments.
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- 2022
26. Regional adiposity, cardiorespiratory fitness, and left ventricular strain: an analysis from the Dallas Heart Study
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Alvin Chandra, Kershaw V. Patel, Jarret D. Berry, Ian J. Neeland, Ambarish Pandey, Colby Ayers, Neela D. Thangada, and Nitin Kondamudi
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Male ,medicine.medical_specialty ,Heart Ventricles ,Adipose tissue ,Heart failure ,030204 cardiovascular system & hematology ,Intra-Abdominal Fat ,03 medical and health sciences ,0302 clinical medicine ,Predictive Value of Tests ,Internal medicine ,medicine ,Humans ,Diseases of the circulatory (Cardiovascular) system ,Radiology, Nuclear Medicine and imaging ,030212 general & internal medicine ,Visceral fat ,Treadmill ,Pathological ,Angiology ,Adiposity ,Radiological and Ultrasound Technology ,medicine.diagnostic_test ,business.industry ,Research ,Confounding ,Subcutaneous fat ,Magnetic resonance imaging ,Cardiorespiratory fitness ,medicine.disease ,Cross-Sectional Studies ,Cardiorespiratory Fitness ,RC666-701 ,Cardiology ,Lower-body fat ,Female ,Cardiology and Cardiovascular Medicine ,business ,Left ventricular peak circumferential strain - Abstract
Background Low cardiorespiratory fitness (CRF), high body mass index, and excess visceral adiposity are each associated with impairment in left ventricular (LV) peak circumferential strain (Ecc), an intermediate phenotype that precedes the development of clinical heart failure (HF). However, the association of regional fat distribution and CRF with Ecc independent of each other and other potential confounders is not known. Methods Participants from the Dallas Heart Study Phase 2 who underwent dual energy X-ray absorptiometry assessment of regional fat distribution, CRF assessment by submaximal treadmill test, and Ecc quantification by tissue-tagged cardiovascular magnetic resonance were included in the analysis. The cross-sectional associations of measures of regional adiposity, namely visceral adipose tissue (VAT), subcutaneous adipose tissue (SAT), and lower-body fat (LBF) with Ecc after adjustment for CRF and other potential confounders (independent variables) were assessed using multivariable linear regression analysis. Results The study included 1089 participants (55% female, 39% black). In the unadjusted analysis, higher VAT was associated with greater impairment in Ecc. After adjustment for baseline risk factors, CRF, parameters of LV structure and function, and other fat depots such as SAT and LBF, higher VAT remained associated with greater impairment in Ecc (β: 0.19, P = 0.002). SAT and LBF were not significantly associated with Ecc, however, CRF remained associated with Ecc in the fully adjusted model including all fat depots (β: − 0.15, P Conclusions VAT and CRF are each independently associated with impairment in Ecc, suggesting that higher VAT burden and low CRF mediate pathological cardiac remodeling through distinct mechanisms.
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- 2021
27. Exploring climate-driven non-economic loss and damage in the Pacific Islands
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Alvin Chandra, Karen E. McNamara, and Ross Westoby
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010504 meteorology & atmospheric sciences ,Sense of place ,Biodiversity ,General Social Sciences ,Climate change ,Loss and damage ,15. Life on land ,010501 environmental sciences ,01 natural sciences ,Ecosystem services ,Cultural heritage ,13. Climate action ,11. Sustainability ,Traditional knowledge ,Environmental planning ,Stock (geology) ,0105 earth and related environmental sciences ,General Environmental Science - Abstract
Non-economic loss and damage induced by climate change in the Pacific Islands region has been reported as fears of cultural loss, deterioration of vital ecosystem services, and dislocation from ancestral lands, among others. This paper undertakes an in-depth systematic review of literature from the frontlines of the Pacific Islands to ascertain the complexities of non-economic loss and damage from climate change. We synthesise knowledge to date on different but inter-connected categories of non-economic loss and damage, namely: human mobility and territory, cultural heritage and Indigenous knowledge, life and health, biodiversity and ecosystem services, and sense of place and social cohesion. Identifying gaps and possibilities for future research agendas is presented. Synthesising knowledge to date and identifying remaining gaps about non-economic loss and damage is an important step in taking stock of what we already know and fostering action and support for addressing loss and damage in the years to come.
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- 2021
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28. Identification and quantification of congestion in heart failure: a work in progress
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Riccardo M. Inciardi, Pierpaolo Pellicori, and Alvin Chandra
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Cardiology and Cardiovascular Medicine - Published
- 2022
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29. 1090-P: Prevalence of Diabetic Cardiomyopathy in an Electronic Health Record–Based Cohort
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MATTHEW W. SEGAR, KERSHAW PATEL, MUTHIAH VADUGANATHAN, ALVIN CHANDRA, DUWAYNE L. WILLETT, and AMBARISH PANDEY
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Endocrinology, Diabetes and Metabolism ,Internal Medicine - Abstract
Introduction: Diabetic cardiomyopathy (DbCM) is characterized by abnormal cardiac structure/function, associated with incident HF, and has a 67% prevalence in the community. However, the prevalence of DbCM in a real-world, electronic health record (EHR) system is not known. Methods: Adult patients with DM in a single center EHR free of CVD with available data on HF risk factors were included. The presence of DbCM was defined using different definitions (Figure) . DbCM prevalence was compared across subgroups with differences assessed using the chi-squared test. Adjusted logistic regression models were constructed to evaluate significant predictors of DbCM. Results: Among 1,921 individuals with DM, prevalence of DbCM in the overall cohort was 8.7% and 64.4% in the most and least restrictive definitions, respectively. Across all definitions, increasing age and Hispanic ethnicity was associated with higher proportion of DbCM (Figure A,D) . No consistent differences in DbCM prevalence were observed across sex and race-based subgroups across definitions (Figure B-C) . In multivariable-adjusted logistic regression, higher creatinine and longer QRS duration were associated with higher risk of DbCM across all definitions. Conclusions: In a single-center, EHR cohort, the prevalence of DbCM was up to 64.4%. Increasing age and Hispanic ethnicity had a higher prevalence of DbCM. Disclosure M.W.Segar: None. K.Patel: None. M.Vaduganathan: Advisory Panel; American Regent, Amgen, AstraZeneca, Bayer AG, Baxter Healthcare, Boehringer Ingelheim, Cytokinetics, Lexicon Pharmaceuticals, Pharmacosmos, Relypsa, Roche Diagnostics, and Sanofi, Other Relationship; Novartis and Galmed , Research Support; Amgen, AstraZeneca, Boehringer Ingelheim, Novartis, Roche Diagnostics, and Sanofi, Speaker's Bureau; Novartis and Roche Diagnostics. A.Chandra: None. D.L.Willett: None. A.Pandey: Advisory Panel; Lilly, Consultant; Tricog, Research Support; Applied Therapeutics, Gilead Sciences, Inc.
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- 2022
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30. Identifikasi Pusat Pertumbuhan Dan Wilayah Hinterland Di Kabupaten Bengkalis
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Xpdc, Eldwin Alvin Chandra and Xpdc, Eldwin Alvin Chandra
- Abstract
Bengkalis District has a wide area and diverse geographical conditions so that areas far from the service center are difficult to reach facility. This results in uneven distribution of facility so that it can lead to disparities between regions. Therefore, it is necessary to establish an appropriate growth center to prevent regional disparities and facility access to facility. The purpose of this study was to identify growth centers and hinterland areas in Bengkalis District. The analysis used is Scalogram Analysis, Centrality Index Analysis, Centrality Index Analysis based on Konig and Shimbel values, and Gravity Model Analysis. The results showed that Mandau Sub-district and Bengkalis Sub-district became the growth center in Bengkalis District. The sub-districts that have the highest connectivity value are Bandar Laksamana Sub-district, Bathin Solapan Sub-district, and Bukit Batu Sub-district. Furthermore, the hinterland areas of Mandau Sub-district are Pinggir Sub-district, Bathin Solapan Sub-district, Talang Muandau Sub-district, Rupat Sub-district, and North Rupat Sub-district. While the hinterland areas of Bengkalis Sub-district are Bukit Batu Sub-district, Siak Kecil Sub-district, Bandar Laksamana Sub-district, and Bantan Sub-district.
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- 2022
31. Associations Between Depressive Symptoms and HFpEF-Related Outcomes
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Alvin Chandra, Eldrin F. Lewis, James C. Fang, Brian Claggett, Jiankang Liu, Michael A.D. Alcala, John F. Heitner, Scott D. Solomon, Akshay S. Desai, Bertram Pitt, and Marc A. Pfeffer
- Subjects
Male ,medicine.medical_specialty ,Randomization ,030204 cardiovascular system & hematology ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Quality of life ,Internal medicine ,medicine ,Humans ,030212 general & internal medicine ,Depression (differential diagnoses) ,Mineralocorticoid Receptor Antagonists ,Heart Failure ,Ejection fraction ,Depression ,business.industry ,Hazard ratio ,Stroke Volume ,medicine.disease ,United States ,Confidence interval ,Treatment Outcome ,chemistry ,Heart failure ,Spironolactone ,Cardiology and Cardiovascular Medicine ,business - Abstract
Objectives This study analyzed changes in depressive symptoms in patients with heart failure and preserved ejection fraction (HFpEF) who were enrolled in the TOPCAT (Aldosterone Antagonist Therapy for Adults With Heart Failure and Preserved Systolic Function) trial. Background There are limited longitudinal data for depressive symptoms in patients with HFpEF. Methods In patients enrolled in the United States and Canada (n = 1,431), depressive symptoms were measured using Patient Health Questionnaire-9 (PHQ-9). Clinically meaningful changes in PHQ-9 scores were defined as worse (≥3-point increase) or better (≥3-point decrease). Multivariate models were used to identify predictors of change in depressive symptoms. Cox proportional hazard models were used to determine the impact of symptom changes from baseline on subsequent incident cardiovascular events. Results At 12 months, 19% of patients experienced clinically worsening depressive symptoms, 31% better, and 49% unchanged. Independent predictors of clinically meaningful improvement in depressive symptoms included higher baseline PHQ-9 scores, male sex, lack of chronic obstructive pulmonary disease, and randomization to spironolactone. After data were adjusted for cardiovascular comorbidities, higher baseline PHQ-9 was associated with all-cause mortality (hazard ratio [HR]: 1.09; 95% confidence interval [CI]: 1.02 to 1.16; p = 0.011), whereas worsening depressive symptoms at 12 months were associated with cardiovascular death (HR: 2.47; 95% CI: 1.32 to 4.63; p = 0.005) and all-cause mortality (HR: 1.82; 95% CI: 1.13 to 2.93; p = 0.014). Randomization to spironolactone was associated with modest but statistically significant reduction in depressive symptoms over the course of the trial (p = 0.014). Conclusions Higher baseline depressive symptoms and worsening depressive symptoms were associated with all-cause mortality. Randomization to spironolactone was associated with modest reduction in depressive symptoms. (Aldosterone Antagonist Therapy for Adults With Heart Failure and Preserved Systolic Function [TOPCAT]; NCT00094302)
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- 2020
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32. Highly Ordered Nanocellular Polymeric Foams Generated by UV-Induced Chemical Foaming
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Masahiro Ohshima, Shigeru Yamago, Podchara Rattanakawin, Teruaki Hayakawa, Yuta Hikima, Kenji Yoshimoto, Alvin Chandra, and Masatoshi Tosaka
- Subjects
chemistry.chemical_classification ,Materials science ,Polymers and Plastics ,Organic Chemistry ,02 engineering and technology ,Polymer ,010402 general chemistry ,021001 nanoscience & nanotechnology ,01 natural sciences ,0104 chemical sciences ,Inorganic Chemistry ,Chemical engineering ,chemistry ,Thermal ,Materials Chemistry ,0210 nano-technology - Abstract
Nanocellular polymer foams have shown significant potential for industrial applications because of their superior thermal, mechanical, and optical properties. Some of these properties may be further improved by enhancing the ordering of cell structures. However, it is challenging for conventional foaming methods to control both the cell size and ordering at the nanoscale. Here, we show an innovative method to produce highly ordered nanocellular polymer foams by incorporating the self-assembly of an asymmetric diblock copolymer with the UV-induced chemical foaming technique. The minor domains are designed to generate a gaseous compound from the partial cleavage of the functional group. It is demonstrated that the gas-producing reaction can be accelerated at a temperature low enough to prevent melting of the whole self-assembled template, by mixing a small amount of photoacid generator into the copolymer, followed by UV irradiation. The result is the production of polymer foams with the nanoscale cells highly aligned to the self-assembled domains.
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- 2020
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33. Associations Between High-Density Lipoprotein Particles and Ischemic Events by Vascular Domain, Sex, and Ethnicity A Pooled Cohort Analysis
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Kavisha Singh, Eke G. Gruppen, Thomas Sperry, Salim S. Virani, Amit Khera, Christie M. Ballantyne, Alvin Chandra, Parag H. Joshi, Robin P. F. Dullaart, Margery A. Connelly, Anand Rohatgi, James D. Otvos, Colby Ayers, and Lifestyle Medicine (LM)
- Subjects
Male ,Coronary Artery Disease ,030204 cardiovascular system & hematology ,Coronary artery disease ,chemistry.chemical_compound ,lipoproteins, HDL ,0302 clinical medicine ,High-density lipoprotein ,Original Research Articles ,030212 general & internal medicine ,Myocardial infarction ,POPULATION ,risk ,education.field_of_study ,Middle Aged ,continental population groups ,stroke ,myocardial infarction ,ComputingMethodologies_DOCUMENTANDTEXTPROCESSING ,CAROTID ATHEROSCLEROSIS ,Female ,lipids (amino acids, peptides, and proteins) ,medicine.symptom ,Cardiology and Cardiovascular Medicine ,Cohort study ,Adult ,medicine.medical_specialty ,ALBUMINURIA ,HDL ,Population ,White People ,lipids ,03 medical and health sciences ,Physiology (medical) ,Internal medicine ,medicine ,Humans ,CORONARY-HEART-DISEASE ,education ,Aged ,Ischemic Stroke ,INCIDENT CARDIOVASCULAR-DISEASE ,HDL CHOLESTEROL ,business.industry ,Cholesterol ,Cholesterol, HDL ,nutritional and metabolic diseases ,biomarkers ,cholesterol ,medicine.disease ,Black or African American ,lipoproteins ,Endocrinology ,chemistry ,Albuminuria ,RISK-FACTORS ,LDL CHOLESTEROL ,business ,LIPID-LEVELS ,Lipoprotein - Abstract
Supplemental Digital Content is available in the text., Background: High-density lipoprotein (HDL) cholesterol concentration (HDL-C) is an established atheroprotective marker, in particular for coronary artery disease; however, HDL particle concentration (HDL-P) may better predict risk. The associations of HDL-C and HDL-P with ischemic stroke and myocardial infarction (MI) among women and Blacks have not been well studied. We hypothesized that HDL-P would consistently be associated with MI and stroke among women and Blacks compared with HDL-C. Methods: We analyzed individual-level participant data in a pooled cohort of 4 large population studies without baseline atherosclerotic cardiovascular disease: DHS (Dallas Heart Study; n=2535), ARIC (Atherosclerosis Risk in Communities; n=1595), MESA (Multi-Ethnic Study of Atherosclerosis; n=6632), and PREVEND (Prevention of Renal and Vascular Endstage Disease; n=5022). HDL markers were analyzed in adjusted Cox proportional hazard models for MI and ischemic stroke. Results: In the overall population (n=15 784), HDL-P was inversely associated with the combined outcome of MI and ischemic stroke, adjusted for cardiometabolic risk factors (hazard ratio [HR] for quartile 4 [Q4] versus quartile 1 [Q1], 0.64 [95% CI, 0.52–0.78]), as was HDL-C (HR for Q4 versus Q1, 0.76 [95% CI, 0.61–0.94]). Adjustment for HDL-C did not attenuate the inverse relationship between HDL-P and atherosclerotic cardiovascular disease, whereas adjustment for HDL-P attenuated all associations between HDL-C and events. HDL-P was inversely associated with the individual end points of MI and ischemic stroke in the overall population, including in women. HDL-P was inversely associated with MI among White participants but not among Black participants (HR for Q4 versus Q1 for Whites, 0.49 [95% CI, 0.35–0.69]; for Blacks, 1.22 [95% CI, 0.76–1.98]; Pinteraction=0.001). Similarly, HDL-C was inversely associated with MI among White participants (HR for Q4 versus Q1, 0.53 [95% CI, 0.36–0.78]) but had a weak direct association with MI among Black participants (HR for Q4 versus Q1, 1.75 [95% CI, 1.08–2.83]; Pinteraction
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- 2020
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34. CARDIAC INJURY IN PATIENTS WITH CANCER TREATED WITH COMBINATION ANTHRACYCLINE CHEMOTHERAPY AND IMMUNE CHECKPOINT INHIBITORS
- Author
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Anjali Rao, Tanushree Prasad, Christine Yen, Vlad Gabriel Zaha, Alvin Chandra, Srilakshmi Vallabhaneni, and Kathleen Zhang
- Subjects
Cardiology and Cardiovascular Medicine - Published
- 2023
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35. ASSOCIATION OF GLOBAL LONGITUDINAL STRAIN BY FEATURE TRACKING MRI WITH CARDIOVASCULAR OUTCOMES: THE DALLAS HEART STUDY
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Vinayak Subramanian, Neil Keshvani, Nitin Kondamudi, Alvin Chandra, Susan A. Matulevicius, Joao A.C. Lima, Erin D. Michos, and Ambarish Pandey
- Subjects
Cardiology and Cardiovascular Medicine - Published
- 2023
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36. TRENDS IN RISK-BASED STATIN UTILIZATION FOR PRIMARY PREVENTION OF CARDIOVASCULAR DISEASE, 2007-2018
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Danh Nguyen and Alvin Chandra
- Subjects
Cardiology and Cardiovascular Medicine - Published
- 2023
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37. The Relationship of Alcohol Consumption and HDL Metabolism in the Multiethnic Dallas Heart Study
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Rohit R. Badia, Roma V. Pradhan, Colby R. Ayers, Alvin Chandra, and Anand Rohatgi
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Nutrition and Dietetics ,Endocrinology, Diabetes and Metabolism ,Internal Medicine ,Cardiology and Cardiovascular Medicine - Abstract
Small studies have suggested that moderate alcohol consumption increases HDL cholesterol (HDL-C) levels and cholesterol efflux capacity (CEC), a main anti-atherosclerotic HDL function.This study aimed to understand the degree to which alcohol intake is associated with various HDL markers in a large, multiethnic population cohort, the Dallas Heart Study (DHS), and whether alcohol modifies the link between HDL markers and atherosclerotic cardiovascular disease (ASCVD).Participants of the DHS were included if they had self-reported alcohol intake and CEC measurements (N=2,919). Alcohol intake was analyzed continuously (grams/week) and as an ordered categorical variable (never, past, light, moderate, heavy, and binge drinkers). HDL-C, CEC, HDL particle number (HDL-P), HDL particle size (HDL-size), and ApoA-I were the primary HDL measures.After adjustment for confounding variables, increasing continuous measure of alcohol intake was associated with increased levels of all HDL markers. Moreover, as compared to moderate drinkers, light drinkers had decreased levels of the HDL markers.In a large, multiethnic cohort, increased alcohol intake was associated with increased levels of multiple markers of HDL metabolism. However, the association of HDL markers with ASCVD risk as modified by alcohol consumption is unable to be determined in this low-risk cohort.
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- 2021
38. Supranormal Left Ventricular Ejection Fraction, Stroke Volume, and Cardiovascular Risk: Findings From Population-Based Cohort Studies
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Sonia, Shah, Matthew W, Segar, Nitin, Kondamudi, Colby, Ayers, Alvin, Chandra, Susan, Matulevicius, Kartik, Agusala, Ron, Peshock, Suhny, Abbara, Erin D, Michos, Mark H, Drazner, Joao A C, Lima, W T, Longstreth, and Ambarish, Pandey
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Adult ,Cohort Studies ,Heart Failure ,Cardiovascular Diseases ,Heart Disease Risk Factors ,Predictive Value of Tests ,Risk Factors ,Humans ,Magnetic Resonance Imaging, Cine ,Stroke Volume ,Prognosis ,Ventricular Function, Left - Abstract
Supranormal ejection fraction by echocardiography in clinically referred patient populations has been associated with an increased risk of cardiovascular disease (CVD). The prognostic implication of supranormal left ventricular ejection fraction (LVEF)-assessed by cardiac magnetic resonance (CMR)-in healthy, community-dwelling individuals is unknown.The purpose of this study is to investigate the prognostic implication of supranormal LVEF as assessed by CMR and its inter-relationship with stroke volume among community-dwelling adults without CVD.Participants from the MESA (Multi-Ethnic Study of Atherosclerosis) and DHS (Dallas Heart Study) cohorts free of CVD who underwent CMR with LVEF above the normal CMR cutoff (≥57%) were included. The association between cohort-specific LVEF categories and risk of clinically adjudicated major adverse cardiovascular events (MACE) was assessed using adjusted Cox models. Subgroup analysis was also performed to evaluate the association of LVEF and risk of MACE among individuals stratified by left ventricular stroke volume index.The study included 4,703 participants from MESA and 2,287 from DHS with 727 and 151 MACE events, respectively. In adjusted Cox models, the risk of MACE was highest among individuals in LVEF Q4 (vs Q1) in both cohorts after accounting for potential confounders (MESA: HR = 1.27 [95% CI: 1.01-1.60], P = 0.04; DHS: HR = 1.72 [95% CI: 1.05-2.79], P = 0.03). A significant interaction was found between the continuous measures of LVEF and left ventricular stroke volume index (P interaction = 0.02) such that higher LVEF was significantly associated with an increased risk of MACE among individuals with low but not high stroke volume.Among community-dwelling adults without CVD, LVEF in the supranormal range is associated with a higher risk of adverse cardiovascular outcomes, particularly in those with lower stroke volume.
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- 2021
39. Editorial commentary: Long COVID-19: A tangled web of lungs, heart, mind, and gender
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Riccardo M. Inciardi and Alvin Chandra
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Male ,2019-20 coronavirus outbreak ,Coronavirus disease 2019 (COVID-19) ,Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) ,MEDLINE ,Article ,Sex Factors ,Post-Acute COVID-19 Syndrome ,Risk Factors ,cardiovascular disease ,Medicine ,Humans ,long COVID ,Pandemics ,Lung ,business.industry ,SARS-CoV-2 ,COVID-19 ,Heart ,Virology ,Cardiovascular Diseases ,Heart Disease Risk Factors ,inflammation ,depression ,Female ,Gender medicine ,Cardiology and Cardiovascular Medicine ,business - Abstract
The ongoing COVID-19 pandemic highlighted a significant interplay between cardiovascular disease (CVD), COVID-19 related inflammatory status, and depression. Cardiovascular (CV) injury is responsible for a substantial percentage of COVID-19 deaths while COVID-19 social restrictions emerged as a non-negligible risk factor for CVD as well as a variety of mental health issues, and in particular, depression. Inflammation seems to be a shared condition between these two disorders. Gender represents a potential modifying factor both in CVD and depression, as well as in COVID-19 short- and long-term outcomes, particularly in cases involving long-term COVID complications. Results from emerging studies indicate that COVID-19 pandemic affected male and female populations in different ways. Women seem to experience less severe short-term complications but suffer worse long-term COVID complications, including depression, reduced physical activity, and deteriorating lifestyle habits, all of which may impact CV risk. Here, we summarize the current state of knowledge about the interplay between COVID-19, depression, and CV risk in women.
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- 2021
40. Cardio-oncology imaging tools at the translational interface
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Katarina Yaros, Benay Eksi, Alvin Chandra, Kartik Agusala, Lorenz H. Lehmann, and Vlad G. Zaha
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Heart Diseases ,Cardiovascular Diseases ,Neoplasms ,Humans ,Antineoplastic Agents ,Cardiology and Cardiovascular Medicine ,Medical Oncology ,Molecular Biology ,Cardiotoxicity - Abstract
Cardiovascular imaging is an evolving component in the care of cancer patients. With improved survival following prompt cancer treatment, patients are facing increased risks of cardiovascular complications. While currently established imaging modalities are providing useful structural mechanical information, they continue to develop towards increased specificity. New modalities, emerging from basic science and oncology, are being translated, targeting earlier stages of cardiovascular disease. Besides these technical advances, matching an imaging modality with the patients' individual risk level for a specific pathological change is part of a successful imaging strategy. The choice of suitable imaging modalities and time points for specific patients will impact the cardio-oncological risk stratification during surveillance and follow-up monitoring. In addition, future imaging tools are poised to give us important insights into the underlying cardiovascular molecular pathology associated with cancer and oncological therapies. This review aims at giving an overview of the novel imaging technologies that have the potential to change cardio-oncological science and clinical practice in the near future.
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- 2021
41. Race- and Gender-Based Differences in Cardiac Structure and Function and Risk of Heart Failure
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Alvin Chandra, Hicham Skali, Brian Claggett, Scott D. Solomon, Joseph S. Rossi, Stuart D. Russell, Kunihiro Matsushita, Dalane W. Kitzman, Suma H. Konety, Thomas H. Mosley, Patricia P. Chang, and Amil M. Shah
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Aged, 80 and over ,Heart Failure ,Male ,Incidence ,Stroke Volume ,Prognosis ,Ventricular Function, Left ,White People ,Black or African American ,Cohort Studies ,Survival Rate ,Sex Factors ,Echocardiography ,Risk Factors ,Humans ,Female ,Cardiology and Cardiovascular Medicine ,Aged - Abstract
Although heart failure (HF) risk and cardiac structure/function reportedly differ according to race and gender, limited data exist in late life when risk of HF is highest.The goal of this study was to evaluate race/gender-based differences in HF risk factors, cardiac structure/function, and incident HF in late life.This analysis included 5,149 HF-free participants from ARIC (Atherosclerosis Risk In Communities), a prospective epidemiologic cohort study, who attended visit 5 (2011-2013) and underwent echocardiography. Participants were subsequently followed up for a median 5.5 years for incident HF/death.Patients' mean age was 75 ± 5 years, 59% were women, and 20% were Black. Male gender and Black race were associated with lower mean left ventricular ejection fraction. Black race was also associated with greater left ventricular wall thickness and concentricity, differences that persisted after adjusting for cardiovascular comorbidities. After adjusting for cardiovascular comorbidities, men were at higher risk for HF and heart failure with reduced ejection fraction (HFrEF) in Black participants compared with White participants (HF: HR of 2.36 [95% CI: 1.37-4.08] vs 1.16 [95% CI: 0.89-1.51], interaction P = 0.016; HFrEF: HR of 3.70 [95% CI: 1.72-7.95] vs 1.55 [95% CI: 1.01-2.37] respectively, interaction P = 0.039). Black race was associated with a higher incidence of HF overall and HFrEF in men only (HF: 1.65 [95% CI: 1.07-2.53] vs 0.76 [95% CI: 0.49-1.17]; HFrEF: HR of 2.55 [95% CI: 1.46-4.44] vs 0.91 [95% CI: 0.46-1.83]). No race/gender-based differences were observed in risk of incident heart failure with preserved ejection fraction.Among older persons free of HF, men and Black participants exhibit worse systolic performance and are at heightened risk for HFrEF, whereas the risk of heart failure with preserved ejection fraction is similar across gender and race groups.
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- 2021
42. Effect of Doxorubicin on Myocardial Bicarbonate Production From Pyruvate Dehydrogenase in Women With Breast Cancer
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Samira Syed, Aneela Afzal, James A. de Lemos, Craig R. Malloy, Suzanne Cole, Sangeetha M. Reddy, Salvador Pena, Colby Ayers, Nisha Unni, William C. Putnam, Jae Mo Park, Vindhya Edpuganti, Jeannie Baxter, Thomas W. Froehlich, James P Macnamara, Vlad G. Zaha, Jeff Liticker, Jaffar Raza, Katarina Yaros, Cheryl M. Lewis, Crystal Harrison, Ronald G. Hall, Indhu Subramaniyan, Galen D. Reed, Dawn Klemow, Hsiao Li, Alagar Muthukumar, Barbara Haley, Kelley Derner, Raja Reddy Kallem, and Alvin Chandra
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Adult ,Time Factors ,Heart Diseases ,Physiology ,Bicarbonate ,Breast Neoplasms ,Pyruvate Dehydrogenase Complex ,Pharmacology ,Mitochondria, Heart ,Article ,chemistry.chemical_compound ,Breast cancer ,Predictive Value of Tests ,Pyruvic Acid ,medicine ,Humans ,Myocytes, Cardiac ,Doxorubicin ,Lactic Acid ,Carbon-13 Magnetic Resonance Spectroscopy ,Cardiotoxicity ,Antibiotics, Antineoplastic ,Chemistry ,Middle Aged ,medicine.disease ,Pyruvate dehydrogenase complex ,Neoadjuvant Therapy ,Bicarbonates ,Early Diagnosis ,Chemotherapy, Adjuvant ,Feasibility Studies ,Female ,Cardiology and Cardiovascular Medicine ,medicine.drug - Published
- 2020
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43. Using Simulation to Assess Cardiology Fellow Performance of Transthoracic Echocardiography: Lessons for Training in the COVID-19 Pandemic
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Alvin Chandra, Kavisha Singh, Anish B. Bhatt, and Katy Lonergan
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2019-20 coronavirus outbreak ,medicine.medical_specialty ,Coronavirus disease 2019 (COVID-19) ,SARS-CoV-2 ,business.industry ,Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) ,Cardiology ,MEDLINE ,COVID-19 ,Article ,Echocardiography ,Education, Medical, Graduate ,Radiology Nuclear Medicine and imaging ,Emergency medicine ,Pandemic ,medicine ,Humans ,Computer Simulation ,Radiology, Nuclear Medicine and imaging ,Cardiology and Cardiovascular Medicine ,business ,Pandemics - Published
- 2020
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44. Health-Related Quality of Life in Heart Failure With Preserved Ejection Fraction
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Milton Packer, Faiez Zannad, Victor Shi, Inder S. Anand, Alvin Chandra, Marc A. Pfeffer, Adel R. Rizkala, Muthiah Vaduganathan, Aldo P. Maggioni, Dirk J. van Veldhuisen, Eldrin F. Lewis, Margaret M. Redfield, Brian Claggett, Michael R. Zile, Wenyan Wang, Jean L. Rouleau, John J.V. McMurray, Martin Lefkowitz, Burkert Pieske, Carolyn S.P. Lam, Scott D. Solomon, Felipe Martinez, and Junbo Ge
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medicine.medical_specialty ,Ejection fraction ,Randomization ,business.industry ,030204 cardiovascular system & hematology ,Stepwise regression ,medicine.disease ,humanities ,Sacubitril ,03 medical and health sciences ,0302 clinical medicine ,Valsartan ,Quality of life ,Internal medicine ,Heart failure ,Medicine ,030212 general & internal medicine ,Cardiology and Cardiovascular Medicine ,business ,Heart failure with preserved ejection fraction ,medicine.drug - Abstract
Objectives This study sought to describe baseline health-related quality of life (HRQL) in the PARAGON-HF (Prospective Comparison of ARNI with ARB Global Outcomes in HFpEF) trial, the largest heart failure with preserved ejection fraction (HFpEF) trial to date. Background There are limited data characterizing HRQL in patients with HFpEF using validated metrics. Methods The PARAGON-HF trial randomized symptomatic patients with HFpEF (≥45%) ≥50 years of age to either sacubitril/valsartan or valsartan. The study reports comprehensive baseline HRQL using Kansas City Cardiomyopathy Questionnaire (KCCQ) administered at randomization after active run-in period. The study then compares baseline HRQL with patients with heart failure with reduced ejection fraction (HFrEF) (≤40%) enrolled in the PARADIGM-HF (Prospective Comparison of ARNI with an ACE-Inhibitor to Determine Impact on Global Mortality and Morbidity in Heart Failure) trial. Forward multivariable stepwise regression modeling was performed separately in both trials to identify independent clinical correlates of KCCQ-Overall Summary (KCCQ-OS) score. PARADIGM-HF trial patients Results In the PARAGON-HF trial, 4,735 of 4,822 patients (mean age 73 ± 8 years; 48% men) completed baseline KCCQ at randomization. Mean KCCQ-OS score was 71. Women had worse mean KCCQ-OS score than men did. Patients in the PARAGON-HF trial reported lower KCCQ scores in nearly all domains when compared with the PARADIGM-HF trial (KCCQ-OS score 71 ± 19 vs. 73 ± 19; p Conclusions HRQL was largely worse in women and was similar in HFpEF and HFrEF after accounting for variation in demographics, functional status, and symptom burden. Prospective Comparison of ARNI with ARB Global Outcomes in HFpEF [PARAGON-HF] NCT01920711; Prospective Comparison of ARNI with an ACE-Inhibitor to Determine Impact on Global Mortality and Morbidity in Heart Failure [PARADIGM-HF]; NCT01035255)
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- 2019
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45. Block copolymers containing stable radical and fluorinated blocks with long-range ordered morphologies prepared by anionic polymerization
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Alvin Chandra, Teruaki Hayakawa, Mohit Khurana, Alicia Cintora, Hiroki Takano, and Christopher K. Ober
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chemistry.chemical_classification ,Materials science ,Polymers and Plastics ,Organic Chemistry ,Dispersity ,Bioengineering ,02 engineering and technology ,Polymer ,010402 general chemistry ,021001 nanoscience & nanotechnology ,Methacrylate ,01 natural sciences ,Biochemistry ,Article ,Surface energy ,0104 chemical sciences ,Anionic addition polymerization ,chemistry ,Polymer chemistry ,Copolymer ,Grazing-incidence small-angle scattering ,Lamellar structure ,0210 nano-technology - Abstract
We report a facile synthetic approach to create stable radical block copolymers containing a secondary fluorinated block via anionic polymerization using a bulky, sterically hindered countercation composed of a sodium ion and di-benzo-18-crown-6 complex. The synthetic conditions described in this report allowed for controlled molecular weights and dispersity (
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- 2019
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46. Social Media Web Scraping using Social Media Developers API and Regex
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Meiliana, Lusiana Citra Dewi, and Alvin Chandra
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business.industry ,Computer science ,Information sharing ,020206 networking & telecommunications ,Timeline ,02 engineering and technology ,computer.software_genre ,World Wide Web ,0202 electrical engineering, electronic engineering, information engineering ,General Earth and Planetary Sciences ,Web application ,020201 artificial intelligence & image processing ,Social media ,The Internet ,business ,computer ,Web scraping ,General Environmental Science - Abstract
Nowadays many information can be easily accessed through the internet. Some of social media web applications, such as Facebook, Twitter and Instagram, even provide user with an easy information sharing features. However, the information is presented in the form of a timeline or a feed, which is sometimes not relevant to the user or quite hard to accessed by user because of the redundancy of the information. This situation can be resolved with a Web Scraping method proposed in this paper, that able to search information, combine and present it in a better way according to user preferences. A system is developed to implement the proposed method by using an API that Facebook Developers and Twitter Developers provided. In addition, regular expression (or Regex) which is a language construction that can be used for matching text by using some patterns. Based on experiment conducted in this research, overload information could be suppressed into structure data that store in a database, less redundancy information is presented, and information relevancy could be adjusted to user preferences.
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- 2019
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47. Impact of Insoluble Gas Concentration Values on Measured Stroke Volume using the Innocor Cardiopulmonary Measurement Device: Findings from the Dallas Heart Study
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Karrie Curry, Jarett D. Berry, Eli Reynolds, and Alvin Chandra
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medicine.medical_specialty ,Measurement device ,business.industry ,Internal medicine ,Genetics ,Cardiology ,Medicine ,Stroke volume ,Gas concentration ,business ,Molecular Biology ,Biochemistry ,Biotechnology - Published
- 2021
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48. Development and Validation of Machine Learning-Based Race-Specific Models to Predict 10-Year Risk of Heart Failure: A Multicohort Analysis
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Alana A. Lewis, Shreya Rao, Erin D. Michos, Adolfo Correa, Ambarish Pandey, Kershaw V. Patel, Vijay Nambi, Colby Ayers, Chiadi E Ndumele, Byron C. Jaeger, Michael E. Hall, Carlos J. Rodriguez, James A. de Lemos, Alvin Chandra, Laura M. Raffield, Robert J. Mentz, Javed Butler, Matthew W. Segar, and Christie M. Ballantyne
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Male ,medicine.medical_specialty ,Black People ,Disease ,Machine learning ,computer.software_genre ,White People ,Article ,Cohort Studies ,Machine Learning ,Electrocardiography ,Risk Factors ,Physiology (medical) ,Epidemiology ,Covariate ,medicine ,Prevalence ,Humans ,Medical history ,Glycemic ,Aged ,Retrospective Studies ,Heart Failure ,business.industry ,Troponin I ,Anthropometry ,Middle Aged ,Race Factors ,Socioeconomic Factors ,Cohort ,Female ,Artificial intelligence ,Cardiology and Cardiovascular Medicine ,business ,computer ,Cohort study - Abstract
Background: Heart failure (HF) risk and the underlying risk factors vary by race. Traditional models for HF risk prediction treat race as a covariate in risk prediction and do not account for significant parameters such as cardiac biomarkers. Machine learning (ML) may offer advantages over traditional modeling techniques to develop race-specific HF risk prediction models and to elucidate important contributors of HF development across races. Methods: We performed a retrospective analysis of 4 large, community cohort studies (ARIC [Atherosclerosis Risk in Communities], DHS [Dallas Heart Study], JHS [Jackson Heart Study], and MESA [Multi-Ethnic Study of Atherosclerosis]) with adjudicated HF events. The study included participants who were >40 years of age and free of HF at baseline. Race-specific ML models for HF risk prediction were developed in the JHS cohort (for Black race–specific model) and White adults from ARIC (for White race–specific model). The models included 39 candidate variables across demographic, anthropometric, medical history, laboratory, and electrocardiographic domains. The ML models were externally validated and compared with prior established traditional and non–race-specific ML models in race-specific subgroups of the pooled MESA/DHS cohort and Black participants of ARIC. The Harrell C-index and Greenwood-Nam-D’Agostino χ 2 tests were used to assess discrimination and calibration, respectively. Results: The ML models had excellent discrimination in the derivation cohorts for Black (n=4141 in JHS, C-index=0.88) and White (n=7858 in ARIC, C-index=0.89) participants. In the external validation cohorts, the race-specific ML model demonstrated adequate calibration and superior discrimination (Black individuals, C-index=0.80–0.83; White individuals, C-index=0.82) compared with established HF risk models or with non–race-specific ML models derived with race included as a covariate. Among the risk factors, natriuretic peptide levels were the most important predictor of HF risk across both races, followed by troponin levels in Black and ECG-based Cornell voltage in White individuals. Other key predictors of HF risk among Black individuals were glycemic parameters and socioeconomic factors. In contrast, prevalent cardiovascular disease and traditional cardiovascular risk factors were stronger predictors of HF risk in White adults. Conclusions: Race-specific and ML-based HF risk models that integrate clinical, laboratory, and biomarker data demonstrated superior performance compared with traditional HF risk and non–race-specific ML models. This approach identifies distinct race-specific contributors of HF.
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- 2021
49. Abstract 12883: Proposed Management Framework for Immune Checkpoint Inhibitor Myocarditis
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John Lohrey, Anjali Rao, Bonnie L. Bermas, Alvin Chandra, Sonia Garg, Vlad G. Zaha, Pradeep P.A. Mammen, and Hans J. Hammers
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Autoimmune myocarditis ,Myocarditis ,Immune system ,business.industry ,Physiology (medical) ,Immune checkpoint inhibitors ,Immunology ,medicine ,Treatment strategy ,Cardio oncology ,Cardiology and Cardiovascular Medicine ,medicine.disease ,business - Abstract
Immune checkpoint inhibitors (ICI) have revolutionized the field of oncology. Although rare (
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- 2020
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50. Electronic Health Records-Based Cardio-Oncology Registry for Care Gap Identification and Pragmatic Research: Procedure and Observational Study
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Simon J. Craddock Lee, Steven Philips, Barbara Haley, Vaishnavi Kannan, Duwayne L Willett, Mujeeb A. Basit, Sandeep R Das, Vlad G. Zaha, Alvin Chandra, Ambarish Pandey, and Evan J. Sara
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medicine.medical_specialty ,cardio-oncology ,Population ,Problem list ,Cardiomyopathy ,heart failure ,Health Informatics ,030204 cardiovascular system & hematology ,03 medical and health sciences ,0302 clinical medicine ,patient registry ,Medicine ,Diseases of the circulatory (Cardiovascular) system ,030212 general & internal medicine ,cardiovascular diseases ,Medical prescription ,education ,education.field_of_study ,Cancer survivor ,Original Paper ,business.industry ,screening ,Dilated cardiomyopathy ,medicine.disease ,Computer Science Applications ,electronic health records ,Heart failure ,RC666-701 ,Emergency medicine ,cardiovascular system ,Observational study ,Cardiology and Cardiovascular Medicine ,business - Abstract
Background Professional society guidelines are emerging for cardiovascular care in cancer patients. However, it is not yet clear how effectively the cancer survivor population is screened and treated for cardiomyopathy in contemporary clinical practice. As electronic health records (EHRs) are now widely used in clinical practice, we tested the hypothesis that an EHR-based cardio-oncology registry can address these questions. Objective The aim of this study was to develop an EHR-based pragmatic cardio-oncology registry and, as proof of principle, to investigate care gaps in the cardiovascular care of cancer patients. Methods We generated a programmatically deidentified, real-time EHR-based cardio-oncology registry from all patients in our institutional Cancer Population Registry (N=8275, 2011-2017). We investigated: (1) left ventricular ejection fraction (LVEF) assessment before and after treatment with potentially cardiotoxic agents; and (2) guideline-directed medical therapy (GDMT) for left ventricular dysfunction (LVD), defined as LVEF Results Rapid development of an EHR-based cardio-oncology registry was feasible. Identification of tests and outcomes was similar using the EHR-based cardio-oncology registry and manual chart abstraction (100% sensitivity and 83% specificity for LVD). LVEF was documented prior to initiation of cancer therapy in 19.8% of patients. Prevalence of postchemotherapy LVD and HFrEF was relatively low (9.4% and 2.5%, respectively). Among patients with postchemotherapy LVD or HFrEF, those referred to cardiology had a significantly higher prescription rate of a GDMT. Conclusions EHR data can efficiently populate a real-time, pragmatic cardio-oncology registry as a byproduct of clinical care for health care delivery investigations.
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- 2020
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