Nonlinear methods of heart rate variability analysis in diabetes

Ana Laura Ricci Vitor, Naiara Maria de Souza, Roselene Modolo Regueiro Lorenconi, Carlos Marcelo Pastre, Luiz Carlos de Abreu, Vitor Engracia Valenti, Luiz Carlos Marques Vanderlei

Research output: Contribution to journalArticlepeer-review

3 Citations (Scopus)

Abstract

Background: The autonomic dysfunction stands out among the complications associated to diabetes mellitus (DM) and may be evaluated through the heart rate variability (HRV), a noninvasive tool to investigate the autonomic nervous system that provides information of health impairments and may be analyzed by using linear and nonlinear methods. Several studies have shown that HRV measured in a linear form is altered in DM. Nevertheless, a few studies investigate the nonlinear behavior of HRV. Therefore, this study aims at gathering information regarding the autonomic changes in subjects with DM identified by nonlinear analysis of HRV. Methods: For that, searches were performed on Medline, SciELO, Lilacs and Cochrane databases using the crossing between the key-words: diabetic autonomic neuropathy, autonomic nervous system, diabetes mellitus and heart rate variability. As inclusion criteria, articles published on a period from 2000 to 2010 with DM type I and type II population which assessed the autonomic nervous system by nonlinear indices HRV were considered. Results: The electronic search resulted in a total of 1873 references with the exclusion of 1623 titles and abstracts and from the 250 abstracts remaining, 8 studies were selected to the final analysis that completed the inclusion criteria. Conclusions: In general, the analysis showed that the nonlinear techniques of HRV allowed detecting autonomic changes in DM. The methods of nonlinear analysis are indicated as a possible tool to be used for early diagnosis and prognosis of autonomic dysfunction in DM.

Original languageEnglish
Pages (from-to)2647-2653
Number of pages7
JournalHealthMED
Volume6
Issue number8
Publication statusPublished - 2012
Externally publishedYes

Keywords

  • Autonomic nervous system
  • Diabetes mellitus
  • Diabetic autonomic neuropathy

Fingerprint

Dive into the research topics of 'Nonlinear methods of heart rate variability analysis in diabetes'. Together they form a unique fingerprint.

Cite this