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Diagnosis of diabetic autonomic neuropathy: a multivariate approach.

Journal articles  - Journal Article
Diem, P; Laederach-Hofmann, K; Navarro, X; Mueller, B; Kennedy, WR; Robertson, RP
Published in: European journal of clinical investigation
August 2003

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.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.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.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.

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Published In

European journal of clinical investigation

DOI

EISSN

1365-2362

ISSN

0014-2972

Publication Date

August 2003

Volume

33

Issue

8

Start / End Page

693 / 697

Related Subject Headings

  • Valsalva Maneuver
  • Sweat Glands
  • Sensitivity and Specificity
  • Respiration
  • Pancreatic Polypeptide
  • Multivariate Analysis
  • Male
  • Insulin
  • Humans
  • Heart Rate
 

Citation

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Chicago
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Diem, P., Laederach-Hofmann, K., Navarro, X., Mueller, B., Kennedy, W. R., & Robertson, R. P. (2003). Diagnosis of diabetic autonomic neuropathy: a multivariate approach. European Journal of Clinical Investigation, 33(8), 693–697. https://doi.org/10.1046/j.1365-2362.2003.01195.x
Diem, P., K. Laederach-Hofmann, X. Navarro, B. Mueller, W. R. Kennedy, and R. P. Robertson. “Diagnosis of diabetic autonomic neuropathy: a multivariate approach.European Journal of Clinical Investigation 33, no. 8 (August 2003): 693–97. https://doi.org/10.1046/j.1365-2362.2003.01195.x.
Diem P, Laederach-Hofmann K, Navarro X, Mueller B, Kennedy WR, Robertson RP. Diagnosis of diabetic autonomic neuropathy: a multivariate approach. European journal of clinical investigation. 2003 Aug;33(8):693–7.
Diem, P., et al. “Diagnosis of diabetic autonomic neuropathy: a multivariate approach.European Journal of Clinical Investigation, vol. 33, no. 8, Aug. 2003, pp. 693–97. Epmc, doi:10.1046/j.1365-2362.2003.01195.x.
Diem P, Laederach-Hofmann K, Navarro X, Mueller B, Kennedy WR, Robertson RP. Diagnosis of diabetic autonomic neuropathy: a multivariate approach. European journal of clinical investigation. 2003 Aug;33(8):693–697.
Journal cover image

Published In

European journal of clinical investigation

DOI

EISSN

1365-2362

ISSN

0014-2972

Publication Date

August 2003

Volume

33

Issue

8

Start / End Page

693 / 697

Related Subject Headings

  • Valsalva Maneuver
  • Sweat Glands
  • Sensitivity and Specificity
  • Respiration
  • Pancreatic Polypeptide
  • Multivariate Analysis
  • Male
  • Insulin
  • Humans
  • Heart Rate