Diagnosis of diabetic autonomic neuropathy: a multivariate approach

Eur J Clin Invest. 2003 Aug;33(8):693-7. doi: 10.1046/j.1365-2362.2003.01195.x.

Abstract

Aim/hypothesis: In the diagnosis of diabetic autonomic neuropathy (DAN) various autonomic tests are used. We took a novel statistical approach to find a combination of autonomic tests that best separates normal controls from patients with DAN.

Methods: Twenty-four patients with Type-1 diabetes mellitus considered as having mild to moderate DAN as well as 10 normal, nondiabetic control subjects were analysed, searching for a test or a combination of tests that would optimally discriminate Type-1 diabetes mellitus from controls. Variations of heart rate during deep breathing (deltaR6) and during a Valsalva manoeuvre (VR), the number of reactive sweat glands on the foot (testing sympathetic sudomotor function), and the response of human pancreatic polypeptide to hypoglycaemia [ln(deltahPP+1)] were evaluated.

Results: Respective values for respective sensitivity and specificity values were: deltaR6, 96 and 70%; VR, 96 and 60%; sweat gland function, 71 and 90%; and ln(deltahPP+1), 71 and 90%. In a multivariate analysis approach a single discriminant function separating patients with Type-1 diabetes mellitus from nondiabetic controls was generated [Logit P=288.5-[14.7 deltaR6]-[26.6 ln(deltahPP+1)]]. This function allowed complete separation of patients with Type-1 diabetes mellitus from normal controls.

Conclusion/interpretation: We conclude that the combined determination of deltaR6 and of ln (deltahPP+1) optimally separates subjects with parasympathetic impairment from normal subjects. In addition, this combination of tests may serve as a sensitive method for the assessment of DAN.

Publication types

  • Research Support, Non-U.S. Gov't
  • Research Support, U.S. Gov't, P.H.S.

MeSH terms

  • Adult
  • Autonomic Nervous System / physiopathology
  • Blood Glucose / analysis
  • Diabetes Mellitus, Type 1 / diagnosis*
  • Diabetic Neuropathies / diagnosis*
  • Female
  • Heart Rate / physiology
  • Humans
  • Insulin / pharmacology
  • Male
  • Multivariate Analysis
  • Pancreatic Polypeptide / analysis
  • Respiration
  • Sensitivity and Specificity
  • Sweat Glands / physiopathology
  • Valsalva Maneuver / physiology

Substances

  • Blood Glucose
  • Insulin
  • Pancreatic Polypeptide