Cardiovascular events in patients with mild autonomous cortisol secretion: analysis with artificial neural networks

Eur J Endocrinol. 2017 Jul;177(1):73-83. doi: 10.1530/EJE-17-0047. Epub 2017 May 3.

Abstract

Background: The independent role of mild autonomous cortisol secretion (ACS) in influencing the cardiovascular event (CVE) occurrence is a topic of interest. We investigated the role of mild ACS in the CVE occurrence in patients with adrenal incidentaloma (AI) by standard statistics and artificial neural networks (ANNs).

Methods: We analyzed a retrospective record of 518 AI patients. Data regarding cortisol levels after 1 mg dexamethasone suppression (1 mg DST) and the presence of obesity (OB), hypertension (AH), type-2 diabetes (T2DM), dyslipidemia (DL), familial CVE history, smoking habit and CVE were collected.

Results: The receiver-operating characteristic curve analysis suggested that 1 mg DST, at a cut-off of 1.8 µg/dL, had the best accuracy for detecting patients with increased CVE risk. In patients with 1 mg-DST ≥1.8 µg/dL (DST+, n = 223), age and prevalence of AH, T2DM, DL and CVE (66 years, 74.5, 25.9, 41.4 and 26.8% respectively) were higher than that of patients with 1 mg-DST ≤1.8 µg/dL (61.9 years, 60.7, 18.5, 32.9 and 10%, respectively, P < 0.05 for all). The CVE were associated with DST+ (OR: 2.46, 95% CI: 1.5-4.1, P = 0.01), regardless of T2DM, AH, DL, smoking habit, gender, observation period and age. The presence of at least two among AH, T2DM, DL and OB plus DST+ had 61.1% sensitivity in detecting patients with CVE. By using the variables selected by ANNs (familial CVE history, age, T2DM, AH, DL and DST+) 78.7% sensitivity was reached.

Conclusions: Cortisol after 1 mg-DST is independently associated with the CVE occurrence. The ANNs might help for assessing the CVE risk in AI patients.

Publication types

  • Multicenter Study
  • Observational Study

MeSH terms

  • Adrenal Gland Neoplasms / complications
  • Adrenal Gland Neoplasms / epidemiology
  • Adrenal Gland Neoplasms / physiopathology
  • Adult
  • Age Factors
  • Aged
  • Cardiovascular Diseases / epidemiology
  • Cardiovascular Diseases / etiology*
  • Cardiovascular Diseases / physiopathology*
  • Dexamethasone / pharmacology
  • Diabetes Mellitus, Type 2 / complications
  • Dyslipidemias / complications
  • Female
  • Humans
  • Hydrocortisone / blood
  • Hydrocortisone / metabolism*
  • Hypertension / complications
  • Male
  • Middle Aged
  • Neural Networks, Computer*
  • Obesity / complications
  • Prevalence
  • Retrospective Studies
  • Smoking

Substances

  • Dexamethasone
  • Hydrocortisone

Supplementary concepts

  • Adrenal incidentaloma