Cardiovascular risk assessment in patients with rheumatoid arthritis using carotid ultrasound B-mode imaging

Ankush D Jamthikar1, Deep Gupta1, Anudeep Puvvula2

  • 1Department of Electronics and Communications Engineering, Visvesvaraya National Institute of Technology, Nagpur, MH, India.

Insights

Rheumatoid arthritis (RA) patients face higher cardiovascular disease (CVD) risks. This review explores RA-CVD links, risk calculators, and AI

Area of Science:

  • Rheumatology
  • Cardiology
  • Medical Imaging
  • Artificial Intelligence

Background:

  • Rheumatoid arthritis (RA) is a chronic inflammatory disease associated with increased cardiovascular disease (CVD) risk.
  • The underlying pathophysiological links between RA and CVD remain incompletely understood.
  • Inflammation is a shared characteristic in both RA and CVD, highlighting potential common pathways.

Purpose of the Study:

  • To elucidate the three primary pathophysiological pathways connecting RA and CVD.
  • To identify effective CVD risk calculators, including traditional and carotid ultrasound-based methods, for RA patients.
  • To explore the emerging role of artificial intelligence (AI) in assessing CVD risk within the RA population.

Main Methods:

  • Extensive literature searches were conducted in PubMed and Web of Science databases.
  • Search terms focused on cardiovascular disease risk assessment in rheumatoid arthritis patients.
  • A total of 120 peer-reviewed articles were screened for inclusion in this review.

Main Results:

  • Two of the three discussed pathophysiological pathways directly contribute to the atherosclerotic process and subsequent cardiac injury.
  • Carotid ultrasound image-based risk calculators demonstrated superior predictive performance over conventional methods.
  • Artificial intelligence technologies are increasingly being integrated into routine clinical practice for CVD risk assessment in RA patients.

Conclusions:

  • Understanding the RA-CVD link is crucial for improving patient outcomes.
  • Advanced imaging techniques like carotid ultrasound offer enhanced CVD risk stratification in RA.
  • AI holds significant promise for optimizing CVD risk management in individuals with rheumatoid arthritis.

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