Title | Complexity Measures of Heart-Rate Variability in Amyotrophic Lateral Sclerosis with Alternative Pulmonary Capacities. | ||
Author | Pimentel, Renata M M; Ferreira, Celso; Valenti, Vitor; Garner, David M; Macedo, Hugo Jr; Oliveira, Acary S Bulle; Leitao, Francisco Naildo Cardoso; de Abreu, Luiz Carlos | ||
Journal | Entropy (Basel) | Publication Year/Month | 2021-Jan |
PMID | 33525566 | PMCID | PMC7911551 |
Affiliation + expend | 1.Departament of Medicine, Federal University of Santo Paulo (UNIFESP), Sao Paulo 04024-002, Brazil. |
OBJECTIVE: the complexity of heart-rate variability (HRV) in amyotrophic lateral sclerosis (ALS) patients with different pulmonary capacities was evaluated. METHODS: We set these according to their pulmonary capacity, and specifically forced vital capacity (FVC). We split the groups according to FVC (FVC > 50% (n = 29) and FVC < 50% (n = 28)). In ALS, the presence of an FVC below 50% is indicative of noninvasive ventilation with two pressure levels and with the absence of other respiratory symptoms. As the number of subjects per group was different, we applied the unbalanced one-way analysis of variance (uANOVA1) test after three tests of normality, and effect size by Cohen\'s d to assess parameter significance. RESULTS: with regard to chaotic global analysis, CFP4 (p < 0.001; d = 0.91), CFP5 (p = 0.0022; d = 0.85), and CFP6 (p = 0.0009; d = 0.92) were enlarged. All entropies significantly increased. Shannon (p = 0.0005; d = 0.98), Renyi (p = 0.0002; d = 1.02), Tsallis (p = 0.0004; d = 0.99), approximate (p = 0.0005; d = 0.97), and sample (p < 0.0001; d = 1.22). Detrended fluctuation analysis (DFA) (p = 0.0358) and Higuchi fractal dimension (HFD) (p = 0.15) were statistically inconsequential between the two groups. CONCLUSIONS: HRV complexity in ALS subjects with different pulmonary capacities increased via chaotic global analysis, especially CFP5 and 3 out of 5 entropies.