Skip to main content
  • American Heart Association
  • Science Volunteer
  • Warning Signs
  • Advanced Search
  • Donate

  • Home
  • About this Journal
    • Editorial Board
    • General Statistics
    • Circulation Doodle
      • Doodle Gallery
      • Circulation Cover Doodle
    • → Blip the Doodle
    • Information for Advertisers
    • Author Reprints
    • Commercial Reprints
    • Customer Service and Ordering Information
  • All Issues
  • Subjects
    • All Subjects
    • Arrhythmia and Electrophysiology
    • Basic, Translational, and Clinical Research
    • Critical Care and Resuscitation
    • Epidemiology, Lifestyle, and Prevention
    • Genetics
    • Heart Failure and Cardiac Disease
    • Hypertension
    • Imaging and Diagnostic Testing
    • Intervention, Surgery, Transplantation
    • Quality and Outcomes
    • Stroke
    • Vascular Disease
  • Browse Features
    • AHA Guidelines and Statements
    • Bridging Disciplines
    • → Articles Bridging Discplines
    • Cardiovascular Case Series
    • Circulation Supplements
    • ECG Challenge
    • Hospitals of History
      • Hospital Santa Maria del Popolo, Naples, Italy
      • Minneapolis City Hospital
      • Pitié-Salpêtrière Hospital
      • Tufts Medical Center
      • Uppsala University Hospital
      • Vassar Brothers Medical Center (Poughkeepsie, NY)
      • Wroclaw Medical University
    • On My Mind
    • Podcast Archive
      • → Circulation on the Run, FIT Edition
    • → Subscribe to Circulation on the Run
  • Resources
    • Instructions for Authors
      • Accepted Manuscripts
      • Revised Manuscripts
    • → Article Types
    • → General Preparation Instructions
    • → Research Guidelines
    • → How to Submit a Manuscript
    • Journal Policies
    • Permissions and Rights Q&A
    • Submission Sites
    • Circulation CME
    • AHA Journals RSS Feeds
    • International Users
    • AHA Newsroom
    • Scientific Sessions 2017
  • AHA Journals
    • AHA Journals Home
    • Arteriosclerosis, Thrombosis, and Vascular Biology (ATVB)
    • Circulation
    • → Circ: Arrhythmia and Electrophysiology
    • → Circ: Cardiovascular Genetics
    • → Circ: Cardiovascular Imaging
    • → Circ: Cardiovascular Interventions
    • → Circ: Cardiovascular Quality & Outcomes
    • → Circ: Heart Failure
    • Circulation Research
    • Hypertension
    • Stroke
    • Journal of the American Heart Association
  • Facebook
  • Twitter

  • My alerts
  • Sign In
  • Join

  • Advanced search

Header Publisher Menu

  • American Heart Association
  • Science Volunteer
  • Warning Signs
  • Advanced Search
  • Donate

Circulation

  • My alerts
  • Sign In
  • Join

  • Facebook
  • Twitter
  • Home
  • About this Journal
    • Editorial Board
    • General Statistics
    • Circulation Doodle
    • → Blip the Doodle
    • Information for Advertisers
    • Author Reprints
    • Commercial Reprints
    • Customer Service and Ordering Information
  • All Issues
  • Subjects
    • All Subjects
    • Arrhythmia and Electrophysiology
    • Basic, Translational, and Clinical Research
    • Critical Care and Resuscitation
    • Epidemiology, Lifestyle, and Prevention
    • Genetics
    • Heart Failure and Cardiac Disease
    • Hypertension
    • Imaging and Diagnostic Testing
    • Intervention, Surgery, Transplantation
    • Quality and Outcomes
    • Stroke
    • Vascular Disease
  • Browse Features
    • AHA Guidelines and Statements
    • Bridging Disciplines
    • → Articles Bridging Discplines
    • Cardiovascular Case Series
    • Circulation Supplements
    • ECG Challenge
    • Hospitals of History
    • On My Mind
    • Podcast Archive
    • → Subscribe to Circulation on the Run
  • Resources
    • Instructions for Authors
    • → Article Types
    • → General Preparation Instructions
    • → Research Guidelines
    • → How to Submit a Manuscript
    • Journal Policies
    • Permissions and Rights Q&A
    • Submission Sites
    • Circulation CME
    • AHA Journals RSS Feeds
    • International Users
    • AHA Newsroom
    • Scientific Sessions 2017
  • AHA Journals
    • AHA Journals Home
    • Arteriosclerosis, Thrombosis, and Vascular Biology (ATVB)
    • Circulation
    • → Circ: Arrhythmia and Electrophysiology
    • → Circ: Cardiovascular Genetics
    • → Circ: Cardiovascular Imaging
    • → Circ: Cardiovascular Interventions
    • → Circ: Cardiovascular Quality & Outcomes
    • → Circ: Heart Failure
    • Circulation Research
    • Hypertension
    • Stroke
    • Journal of the American Heart Association
Core 2. Epidemiology and Prevention of CV Disease: Physiology, Pharmacology and LifestyleSession Title: Lipid and Lipoprotein Metabolism: Clinical Atherometabolic Risk

Abstract 17332: Physicians' Use of a Gene Expression Test was Associated with Increased Utilization and Medication Adherence among Patients Prescribed Lipid-Lowering Therapy

Kelly Parsons, May Yau, Nathan Markward, Michael Elashoff, Jennifer Lazarro, Mark Monane
Circulation. 2012;126:A17332
Kelly Parsons
UBC Personalized Medicine Practice, Express Scripts, Bethesda, MD,
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
May Yau
Clinical Rsch, CardioDx, Inc, Palo Alto, CA,
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Nathan Markward
UBC Personalized Medicine Practice, Express Scripts, Bethesda, MD,
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Michael Elashoff
Biostatisyics, CardioDx, Inc, Palo Alto, CA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Jennifer Lazarro
UBC Personalized Medicine Practice, Express Scripts, Bethesda, MD,
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Mark Monane
Clinical Rsch, CardioDx, Inc, Palo Alto, CA,
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • Article
  • Info & Metrics

Jump to

  • Article
  • Info & Metrics
  • eLetters
Loading

Abstract

Introduction: Physician prescribing of chronic cardiovascular medications as well as patient adherence with these medications is highly variable. Hypothesis: We hypothesized that results from a gene expression score (GES) measuring atherosclerotic burden influenced patient utilization and adherence with cardiovascular therapy.

Methods: The GES is a validated quantitative blood-based diagnostic test for non-diabetic patients, measuring expression levels of 23 genes from peripheral blood cells to determine the likelihood of a patient having at least one vessel with ≥50% coronary artery stenosis as well as associated atherosclerotic burden. The GES was defined as below (low GES) or above (non-low GES) the validated threshold of 15. A retrospective cohort design was used to determine whether GES-derived risk groups significantly differed with respect to cardiovascular medication utilization and adherence after administration of the GES. Participants (N = 763) were included in the study if they 1) received a test between 5/1/2010 and 3/1/2011, and 2) were continuously eligible to receive benefits from a large, national pharmacy benefits manager during the six months prior to and twelve months following their respective test dates. Assessment of medication adherence relied on the proportion of days covered methodology after 365 days of follow-up. Wilcoxon rank-sum test statistics were used to identify statistical differences between risk groups.

Results: The study population had an average age of 59, and 51% were female. The average GES was 18 and 42% had GES ≤ 15. Patients with non-low versus low GES had a significantly greater increase in spending on lipid-lowering agents in the 365 day follow-up period (+$171 versus +$58 respectively in per-patient costs after GES results, p<0.001). In addition, patients with a non-low GES versus low GES were more adherent to the prescribed lipid-lowering agents (75% versus 64% respectively in adherence levels after GES results, p< 0.05).

Conclusion: Physicians incorporated the GES in the decision-making process around utilization of lipid-lowering agents and used the GES as a tool for improving medication adherence among patients prescribed lipid-lowering therapy.

  • Biomarkers
  • Statins
  • Behavior change
  • Disease management
  • Cardiovascular
  • © 2012 by American Heart Association, Inc.
Back to top
Previous Article

This Issue

Circulation
20 November 2012, Volume 126, Issue Suppl 21
  • Table of Contents
Previous Article

Jump to

  • Article
  • Info & Metrics

Article Tools

  • Citation Tools
    Abstract 17332: Physicians' Use of a Gene Expression Test was Associated with Increased Utilization and Medication Adherence among Patients Prescribed Lipid-Lowering Therapy
    Kelly Parsons, May Yau, Nathan Markward, Michael Elashoff, Jennifer Lazarro and Mark Monane
    Circulation. 2012;126:A17332, originally published January 6, 2016

    Citation Manager Formats

    • BibTeX
    • Bookends
    • EasyBib
    • EndNote (tagged)
    • EndNote 8 (xml)
    • Medlars
    • Mendeley
    • Papers
    • RefWorks Tagged
    • Ref Manager
    • RIS
    • Zotero
  • Article Alerts
    Log in to Email Alerts with your email address.
  • Save to my folders

Share this Article

  • Email

    Thank you for your interest in spreading the word on Circulation.

    NOTE: We only request your email address so that the person you are recommending the page to knows that you wanted them to see it, and that it is not junk mail. We do not capture any email address.

    Enter multiple addresses on separate lines or separate them with commas.
    Abstract 17332: Physicians' Use of a Gene Expression Test was Associated with Increased Utilization and Medication Adherence among Patients Prescribed Lipid-Lowering Therapy
    (Your Name) has sent you a message from Circulation
    (Your Name) thought you would like to see the Circulation web site.
  • Share on Social Media
    Abstract 17332: Physicians' Use of a Gene Expression Test was Associated with Increased Utilization and Medication Adherence among Patients Prescribed Lipid-Lowering Therapy
    Kelly Parsons, May Yau, Nathan Markward, Michael Elashoff, Jennifer Lazarro and Mark Monane
    Circulation. 2012;126:A17332, originally published January 6, 2016
    Permalink:
    del.icio.us logo Digg logo Reddit logo Twitter logo CiteULike logo Facebook logo Google logo Mendeley logo

Related Articles

Cited By...

Circulation

  • About Circulation
  • Instructions for Authors
  • Circulation CME
  • Statements and Guidelines
  • Meeting Abstracts
  • Permissions
  • Journal Policies
  • Email Alerts
  • Open Access Information
  • AHA Journals RSS
  • AHA Newsroom

Editorial Office Address:
200 Fifth Avenue, Suite 1020
Waltham, MA 02451
email: circ@circulationjournal.org
 

Information for:
  • Advertisers
  • Subscribers
  • Subscriber Help
  • Institutions / Librarians
  • Institutional Subscriptions FAQ
  • International Users
American Heart Association Learn and Live
National Center
7272 Greenville Ave.
Dallas, TX 75231

Customer Service

  • 1-800-AHA-USA-1
  • 1-800-242-8721
  • Local Info
  • Contact Us

About Us

Our mission is to build healthier lives, free of cardiovascular diseases and stroke. That single purpose drives all we do. The need for our work is beyond question. Find Out More about the American Heart Association

  • Careers
  • SHOP
  • Latest Heart and Stroke News
  • AHA/ASA Media Newsroom

Our Sites

  • American Heart Association
  • American Stroke Association
  • For Professionals
  • More Sites

Take Action

  • Advocate
  • Donate
  • Planned Giving
  • Volunteer

Online Communities

  • AFib Support
  • Garden Community
  • Patient Support Network
  • Professional Online Network

Follow Us:

  • Follow Circulation on Twitter
  • Visit Circulation on Facebook
  • Follow Circulation on Google Plus
  • Follow Circulation on Instagram
  • Follow Circulation on Pinterest
  • Follow Circulation on YouTube
  • Rss Feeds
  • Privacy Policy
  • Copyright
  • Ethics Policy
  • Conflict of Interest Policy
  • Linking Policy
  • Diversity
  • Careers

©2017 American Heart Association, Inc. All rights reserved. Unauthorized use prohibited. The American Heart Association is a qualified 501(c)(3) tax-exempt organization.
*Red Dress™ DHHS, Go Red™ AHA; National Wear Red Day ® is a registered trademark.

  • PUTTING PATIENTS FIRST National Health Council Standards of Excellence Certification Program
  • BBB Accredited Charity
  • Comodo Secured