Performance and calibration of the algorithm ASSIGN in predicting cardiovascular disease in Italian patients with

Luca Navarini1, Domenico Paolo Emanuele Margiotta2, Luisa Costa3

  • 1Unit of Allergology, Clinical Immunology and Rheumatology, Università Campus Bio-Medico di Roma, Rome, Italy.

Clinical Rheumatology
|January 26, 2019
PubMed

Insights

Cardiovascular risk algorithms like ASSIGN show good performance in psoriatic arthritis (PsA) patients. Adaptations for rheumatoid arthritis (RA) or EULAR guidelines did not improve prediction accuracy for these PsA patients.

Area of Science:

  • Cardiology
  • Rheumatology
  • Epidemiology

Background:

  • Psoriatic arthritis (PsA) patients face elevated cardiovascular (CV) risk.
  • Existing CV risk algorithms may require adaptation for PsA management.
  • European Alliance of Associations for Rheumatology (EULAR) suggested adaptations for rheumatoid arthritis (RA) that may apply to PsA.

Purpose of the Study:

  • To evaluate the performance and calibration of the ASSIGN CV risk algorithm and its adaptations (ASSIGN-RA, ASSIGN*1.5) in a PsA cohort.
  • To assess if EULAR-recommended adaptations improve CV risk prediction in PsA.
  • To compare the performance of ASSIGN with other algorithms like Progetto CUORE and QRISK2.

Main Methods:

  • Prospective data from two Italian PsA cohorts were analyzed.
  • Area Under the ROC Curve (AUC) assessed discriminatory ability.
  • Hosmer-Lemeshow (HL) test and calibration plots evaluated model fit.
  • Sensitivity and specificity were calculated at a 20% risk threshold.

Main Results:

  • The ASSIGN algorithm demonstrated good discriminatory ability (AUC ~0.818) in PsA patients.
  • No significant improvement in performance or calibration was observed with ASSIGN-RA or ASSIGN*1.5 adaptations.
  • The ASSIGN algorithm performed comparably to Progetto CUORE and QRISK2.
  • A notable proportion (20%) of CV events occurred in patients categorized as "low risk" by the algorithms.

Conclusions:

  • The standard ASSIGN algorithm is a potentially useful tool for predicting CV risk in PsA patients.
  • Current EULAR-based adaptations for RA do not enhance CV risk prediction accuracy in PsA.
  • Further research may be needed to refine CV risk assessment in PsA, particularly for "low-risk" individuals.

Related Concept Videos

Psychoneuroimmunology: Cardiovascular Disease01:27

Psychoneuroimmunology: Cardiovascular Disease

Psychoneuroimmunology (PNI) is a multidisciplinary field that examines how psychological factors, particularly stress, interact with the immune system and impact physical health. Research in PNI has shown that chronic or traumatic stress can disrupt both the hypothalamic-pituitary-adrenal axis and the sympathetic nervous system. These disruptions contribute to serious health conditions, including cardiovascular diseases.
A key area of focus in PNI is the relationship between stress and coronary...
559
Glassware Calibration01:11

Glassware Calibration

Accurate calibration of glassware, such as volumetric flasks, pipettes, and burettes, is essential to ensure accurate measurements in the analytical laboratory. Calibration helps maintain consistency across measurements and prevents errors arising from inaccurate volumes.
Volumetric flasks: Volumetric flasks are designed to prepare aqueous solutions of precise volumes accurately with a calibration line on the neck. To calibrate a volumetric flask, it is important to fill it with distilled...
1.4K
Instrument Calibration01:12

Instrument Calibration

Instrument calibration is essential for ensuring that instruments produce accurate and consistent results. It is vital in manufacturing, healthcare, testing laboratories, and scientific research. Calibration processes are specific to each instrument and help enhance data accuracy. Each instrument has a unique calibration process tailored to its design and function to improve data accuracy.
Analytical Balance Calibration
An analytical balance measures mass and requires regular calibration to...
742
Predicting Molecular Geometry02:27

Predicting Molecular Geometry

VSEPR Theory for Determination of Electron Pair Geometries
45.7K
Trial and Error and Algorithm01:12

Trial and Error and Algorithm

A problem-solving strategy is a plan of action used to find a solution. Different strategies have distinct action plans. Trial and error involves trying different solutions until one works. For instance, to fix a broken printer, you might check ink levels, ensure the paper tray isn't jammed, and verify the printer's connection to your laptop. This method can be time-consuming but is commonly used. Thomas Edison, for example, used trial and error to find a suitable filament for the light...
404
Overview of the Cardiovascular System01:14

Overview of the Cardiovascular System

The cardiovascular system is a vital transportation system in the body. It comprises the heart and blood vessels and facilitates the exchange of gases, nutrients, and waste products.
Heart
The heart is the central pump of the cardiovascular system that circulates blood throughout the body. It comprises two atria receiving the blood and two ventricles pumping blood out of the heart. Their rhythmic contractions, called heartbeats, ensure that blood flow remains continuous.
Blood Vessels
Blood...
11.8K