An innovative method for trans-impedance matrix interpretation in hearing pathologies discrimination.

Trans-impedance measurement is a novel methodology for assessing the positioning of a cochlear implant (CI). This study proposes an innovative use of trans-impedance measurements to characterize specific hearing pathologies by means of the trans-impedance matrix (TIM) quantitative analysis. Three indices are used: Shannon Entropy, the Exponential Decay constant and Spatial Correlation. These indices were computed on the TIMs of two groups of patients, clustered in terms of hearing pathology: (i) congenital hearing loss (CONG) and (ii) otosclerosis (OTO). The study aimed to demonstrate the sensitivity of the above synthetic indices in relation to the considered hearing pathologies. Furthermore, the first two indices were employed to explore the influence of the positioning of the electrode, either over (i) the basal or (ii) the apical regions, on the TIMs patterns. The results suggest that the indices were statistically different for the patient groups and the positioning impacted solely on OTO patients. In particular: (i) CONG patients displayed significantly higher Shannon Entropy (p = 0.0002) and (ii) a lower Exponential Decay constant than OTO patients (p = 0.001); (iii) the OTO patients exhibited a lower Shannon Entropy and a higher Exponential Decay constant over the basal regions than the apical regions (p < 0.008); (iv) Spatial Correlation demonstrated that TIMs had specific patterns according to the hearing pathology (p < 0.008).

Genetic correlations between categorical morphological traits in Nelore cattle by applying Bayesian analysis under a threshold animal model.

In this study, Bayesian analysis under a threshold animal model was used to estimate genetic correlations between morphological traits (body structure, finishing precocity and muscling) in Nelore cattle evaluated at weaning and yearling. Visual scores obtained from 7651 Nelore cattle at weaning and from 4155 animals at yearling, belonging to the Brazilian Nelore Program, were used. Genetic parameters for the morphological traits were estimated by two-trait Bayesian analysis under a threshold animal model. The genetic correlations between the morphological traits evaluated at two ages of the animal (weaning and yearling) were positive and high for body structure (0.91), finishing precocity (0.96) and muscling (0.94). These results indicate that the traits are mainly determined by the same set of genes of additive action and that direct selection at weaning will also result in genetic progress for the same traits at yearling. Thus, selection of the best genotypes during only one phase of life of the animal is suggested. However, genetic differences between morphological traits were better detected during the growth phase to yearling. Direct selection for body structure, finishing precocity and muscling at only one age, preferentially at yearling, is recommended as genetic differences between traits can be detected at this age.