Assessing Screening Guidelines for Cardiovascular Disease Risk Factors using Routinely Collected Data

Jaspreet Pannu1, Sarah Poole2, Neil Shah3

  • 1School of Medicine, Stanford University, Stanford, CA, USA. jassi@stanford.edu.

Scientific Reports
|July 28, 2017
PubMed

Insights

Physician retesting for high cholesterol aligns with guidelines, but pre-diabetes testing falls short. Laboratory data can improve adherence and timely patient monitoring for chronic conditions.

Area of Science:

  • Clinical Chemistry
  • Endocrinology
  • Public Health

Background:

  • Physician retesting patterns are crucial for monitoring chronic conditions like hypercholesterolemia and diabetes.
  • Adherence to established clinical guidelines ensures timely patient assessment and intervention.
  • Laboratory data offers a valuable resource for evaluating guideline compliance and patient outcomes.

Purpose of the Study:

  • To assess physician retesting patterns against established guidelines for high cholesterol and pre-diabetes.
  • To determine if current guidelines facilitate timely identification of deteriorating patients.
  • To evaluate the utility of laboratory data in monitoring guideline adherence and informing adaptive testing strategies.

Main Methods:

  • Retrospective analysis of laboratory data for 7594 patients with high cholesterol and 2764 patients with diabetes.
  • Comparison of retesting intervals with established guidelines for total serum cholesterol and glycated hemoglobin A1c.
  • Assessment of patient progression rates from borderline conditions to full-onset disease.

Main Results:

  • Over 90% of borderline high cholesterol patients were retested within the recommended 3-year period.
  • Less than 75% of pre-diabetic patients received repeat tests within the recommended 1-year timeframe.
  • Hypercholesterolemia guidelines are well-adhered to, while diabetes testing guidelines require improvement.

Conclusions:

  • Routinely ordered laboratory tests effectively monitor adherence to clinical guidelines for hypercholesterolemia.
  • Current guidelines for glycated hemoglobin A1c testing for type 2 diabetes mellitus need revision to align with practice and prevent unnecessary testing.
  • Laboratory data can inform adaptive testing strategies for efficient and timely patient monitoring.

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