Eveline Stock, MD | Center for Prevention of Heart and Vascular Disease

Machine Learning-Based Model for Predicting Coronary Heart Disease Using Preβ HDL and Cytokines as Plasma Biomarkers.

Proceedings. International Conference on Computational Science and Computational Intelligence

Saharan SS, Creasy KT, Birnbaum L, Stock EO, Mustra Rakic J, Tian X, Prakash A, Malloy M, Kane J

High Density Lipoprotein Particle Composition, Functionality, Deficiency, and Atherosclerotic Cardiovascular Disease Risk: A Review.

Current atherosclerosis reports

Schaefer EJ, Asztalos BF, Vaisar T, Diffenderfer MR, Brewer HB, Stock EO, Kane JP

Real-World Effectiveness and Safety of Evinacumab in Children and Adults With Homozygous Familial Hypercholesterolemia: A Multisite US Perspective.

Arteriosclerosis, thrombosis, and vascular biology

Wilkinson MJ, Bijlani P, Davidson MH, Duell PB, Horan M, Malloy MJ, Newfield RS, Pradeep P, Shah PK, Stock EO, Warden BA, Ito MK

Increased prevalence of coronary heart disease among current smokers carrying APOL1 risk variants within the African American population.

Journal of clinical lipidology

Mustra Rakic J, Pullinger CR, Van Blarigan EL, Movsesyan I, Stock EO, Malloy MJ, Kane JP

High-Density Lipoprotein Particles, Inflammation, and Coronary Heart Disease Risk.

Nutrients

Stock EO, Asztalos BF, Miller JM, He L, Creasy KT, Schwemberger R, Quinn A, Pullinger CR, Malloy MJ, Diffenderfer MR, Kane JP

Coronary Artery Calcium Staging to Guide Preventive Interventions: A Proposal and Call to Action.

JACC. Advances

Maron DJ, Budoff MJ, Sky JC, Bommer WJ, Epstein SD, Fisher DA, Stock EO, Taylor AJ, Wong ND, DeMaria AN

Nicotinamide for high-risk skin cancer patients: An update.

Journal of the American Academy of Dermatology

Duncan KO, Stock EO, Damian DL, Miller SJ

Logistic Regression and Statistical Regularization Techniques for Risk Classification of Coronary Artery Disease using Cytokines transported by high density lipoproteins.

Proceedings. International Conference on Computational Science and Computational Intelligence

Saharan SS, Nagar P, Creasy KT, Stock EO, Feng J, Malloy MJ, Kane JP

Optimization of Smoking Classification by Applying Neural Network with Variable Importance Using Cytokine Biomarkers.

Proceedings. International Conference on Computational Science and Computational Intelligence

Saharan SS, Nagar P, Creasy KT, Stock EO, Feng J, Malloy MJ, Kane JP

Smoking Classification Using Novel Plasma Cytokines by implementing Machine Learning and Statistical Methods.

Proceedings. International Conference on Computational Science and Computational Intelligence

Saharan SS, Nagar P, Creasy KT, Stock EO, Feng J, Malloy MJ, Kane JP

APOL1 Risk Variants Associate With the Prevalence of Stroke in African American Current and Past Smokers.

Journal of the American Heart Association

Rakic JM, Pullinger CR, Van Blarigan EL, Movsesyan I, Stock EO, Malloy MJ, Kane JP

APOL1 Risk Variants Associate with the Prevalence of Stroke in African American Current and Past Smokers.

medRxiv : the preprint server for health sciences

Mustra Rakic J, Pullinger CR, Van Blarigan EL, Movsesyan I, Oestreicher Stock E, Malloy MJ, Kane JP

Early identification and treatment of women's cardiovascular risk factors prevents cardiovascular disease, saves lives, and protects future generations: Policy recommendations and take action plan utilizing policy levers.

Clinical cardiology

Ivey SL, Hanley HR, Taylor C, Stock E, Vora N, Woo J, Johnson S, Bairey Merz CN, Right Care Women's Cardiovascular Writing Group

Elastin Degradation and Lung Function Deterioration with Remote Secondhand Tobacco Smoke Exposure in Never-smokers.

Chronic obstructive pulmonary diseases (Miami, Fla.)

Mustra Rakic J, Zeng S, Rohdin-Bibby L, Van Blarigan EL, Liu X, Ma S, Kane JP, Redberg RF, Turino GM, Oestreicher Stock E, Arjomandi M

Application of Machine Learning Ensemble Super Learner for analysis of the cytokines transported by high density lipoproteins (HDL) of smokers and nonsmokers.

Proceedings. International Conference on Computational Science and Computational Intelligence

Saharan SS, Nagar P, Creasy KT, Stock EO, Feng J, Malloy MJ, Kane JP

Implementation of PCA enabled Support Vector Machine using cytokines to differentiate smokers versus nonsmokers.

Proceedings. International Conference on Computational Science and Computational Intelligence

Saharan SS, Nagar P, Creasy KT, Stock EO, Feng J, Malloy MJ, Kane JP

Machine learning and statistical approaches for classification of risk of coronary artery disease using plasma cytokines.

BioData mining

Vascular Aging Is Accelerated in Flight Attendants With Occupational Secondhand Smoke Exposure.

Journal of occupational and environmental medicine

Wei J, Shufelt C, Oestreicher Stock E, Mills C, Dhawan S, Jacob R, Torbati T, Cook-Wiens G, Benowitz N, Jacob P, Ganz P, Bairey Merz CN, Redberg R

Levels of prebeta-1 high-density lipoprotein are elevated in 3 phenotypes of dyslipidemia.

Journal of clinical lipidology

Stock EO, Ferrara CT, O'Connor PM, Naya-Vigne JM, Frost PH, Malloy MJ, Kane JP, Pullinger CR

Moderate statin treatment reduces prebeta-1 high-density lipoprotein levels in dyslipidemic patients.

Journal of clinical lipidology

Quinn AG, Schwemberger R, Stock EO, Movsesyan I, Axtell A, Chang S, Ishida BY, Malloy MJ, Kane JP, Pullinger CR

Identification and metabolic profiling of patients with lysosomal acid lipase deficiency.

Journal of clinical lipidology

Pullinger CR, Stock EO, Movsesyan I, Malloy MJ, Frost PH, Tripuraneni R, Quinn AG, Ishida BY, Schaefer EJ, Asztalos BF, Kane JP

Effects of the absence of apolipoprotein e on lipoproteins, neurocognitive function, and retinal function.

JAMA neurology

Mak AC, Pullinger CR, Tang LF, Wong JS, Deo RC, Schwarz JM, Gugliucci A, Movsesyan I, Ishida BY, Chu C, Poon A, Kim P, Stock EO, Schaefer EJ, Asztalos BF, Castellano JM, Wyss-Coray T, Duncan JL, Miller BL, Kane JP, Kwok PY, Malloy MJ

Sebelipase alfa over 52 weeks reduces serum transaminases, liver volume and improves serum lipids in patients with lysosomal acid lipase deficiency.

Journal of hepatology

Valayannopoulos V, Malinova V, Honzík T, Balwani M, Breen C, Deegan PB, Enns GM, Jones SA, Kane JP, Stock EO, Tripuraneni R, Eckert S, Schneider E, Hamilton G, Middleton MS, Sirlin C, Kessler B, Bourdon C, Boyadjiev SA, Sharma R, Twelves C, Whitley CB, Quinn AG

Short-term physical inactivity impairs vascular function.

The Journal of surgical research

Nosova EV, Yen P, Chong KC, Alley HF, Stock EO, Quinn A, Hellmann J, Conte MS, Owens CD, Spite M, Grenon SM

Clinical effect and safety profile of recombinant human lysosomal acid lipase in patients with cholesteryl ester storage disease.

Hepatology (Baltimore, Md.)

Balwani M, Breen C, Enns GM, Deegan PB, Honzík T, Jones S, Kane JP, Malinova V, Sharma R, Stock EO, Valayannopoulos V, Wraith JE, Burg J, Eckert S, Schneider E, Quinn AG

Cardiovascular disease in women.

Current problems in cardiology

Stock EO, Redberg R

Estradiol increases angiotensin II type 1 receptor in hearts of ovariectomized rats.

The Journal of endocrinology

Ricchiuti V, Lian CG, Oestreicher EM, Tran L, Stone JR, Yao T, Seely EW, Williams GH, Adler GK

Usefulness of aminoterminal pro-brain natriuretic peptide testing for the diagnostic and prognostic evaluation of dyspneic patients with diabetes mellitus seen in the emergency department (from the PRIDE Study).

The American journal of cardiology

O'Donoghue M, Kenney P, Oestreicher E, Anwaruddin S, Baggish AL, Krauser DG, Chen A, Tung R, Cameron R, Januzzi JL

Amino-terminal pro-brain natriuretic peptide, brain natriuretic peptide, and troponin T for prediction of mortality in acute heart failure.

Clinical chemistry

Sakhuja R, Green S, Oestreicher EM, Sluss PM, Lee-Lewandrowski E, Lewandrowski KB, Januzzi JL

Mineralocorticoid receptor antagonist reduces renal injury in rodent models of types 1 and 2 diabetes mellitus.

Endocrinology

Guo C, Martinez-Vasquez D, Mendez GP, Toniolo MF, Yao TM, Oestreicher EM, Kikuchi T, Lapointe N, Pojoga L, Williams GH, Ricchiuti V, Adler GK

Reversal of hypogonadotropic hypogonadism with tamoxifen in a patient with hyperprolactinemia resistant to dopamine agonists.

Fertility and sterility

López JM, Oestreicher E

Bilateral oophorectomy in a pregnant woman: hormonal profile from late gestation to post-partum: case report.

Human reproduction (Oxford, England)

Villaseca P, Campino C, Oestreicher E, Mayerson D, Serón-Ferré M, Arteaga E

Novel intronic mutation of MEN1 gene causing familial isolated primary hyperparathyroidism.

The Journal of clinical endocrinology and metabolism

Carrasco CA, González AA, Carvajal CA, Campusano C, Oestreicher E, Arteaga E, Wohllk N, Fardella CE

Aldosterone and not plasminogen activator inhibitor-1 is a critical mediator of early angiotensin II/NG-nitro-L-arginine methyl ester-induced myocardial injury.

Circulation

Oestreicher EM, Martinez-Vasquez D, Stone JR, Jonasson L, Roubsanthisuk W, Mukasa K, Adler GK

Cardiac damage prevention by eplerenone: comparison with low sodium diet or potassium loading.

Hypertension (Dallas, Tex. : 1979)

Martinez DV, Rocha R, Matsumura M, Oestreicher E, Ochoa-Maya M, Roubsanthisuk W, Williams GH, Adler GK

Publications