RESUMEN
The accurate estimation of in vitro ruminal biohydrogenation (BH) kinetics of fatty acids (FA) allows for a more accurate understanding of their dynamics and develop targeted strategies to enhance desirable FA bypass. This study comprises a comprehensive evaluation of 33 nonlinear regression models to determine the most suitable model for accurately estimating the in vitro BH kinetics of individual FA. The data set utilized in the present research originates from a recent investigation on the effects of micronization and vitamin E on the in vitro ruminal BH of rapeseed. For the nonlinear regression analysis, data comprising FA concentrations (expressed as g FA/100 g FA) at the conclusion of 2, 4, 8, 12, 24, and 48 h incubation periods were employed. The evaluation of nonlinear regression models focused on identifying the ideal model based on criteria including the highest R2 value, the lowest RMSE value, and statistically significant coefficients. The results pinpoint the Gompertz model as an effective choice for estimating the in vitro ruminal BH kinetics of upward-trending fatty acids, including intermediate unsaturated fatty acids and saturated end FA. Additionally, the first-order kinetic model of Ørskov and McDonald emerges as the preferred model for investigating the BH kinetics of downward-trending fatty acids, including oleic acid, linoleic acid, and alpha-linolenic acid. In summary, this rigorous evaluation led to the identification of the most appropriate model, one that not only exhibited an exceptional fit to the data but also provided profound insights into the intricate relationships between predictors and the dynamic behavior of FA. The established nonlinear regression models will serve as invaluable tools for future research investigating FA biohydrogenation kinetics.
RESUMEN
Research on early intervention for young children (infants and toddlers) with fetal alcohol spectrum disorders (FASD), particularly children with comorbid maltreatment experiences, is limited. Existing research has primarily focused on structuring environments to be responsive to the needs experienced by children with FASD rather than improving their functioning. The purpose of this study is to present outcomes from an early psychosocial intervention with 10 adopted, maltreated young children diagnosed with FASD, aged 10-53 months (M = 35 months), and their adoptive parents. The potential for early, targeted interventions to improve developmental outcomes for children with prenatal alcohol exposure was examined, as well as improving the skills of and reducing stress experienced by their adoptive parents. Based on the outcomes of a neurodevelopmentally informed assessment protocol, the 10 children whose data are presented were recommended to receive a range of regulatory, somatosensory, relational, and cognitive enrichments. As part of their treatment, children and caregivers received Child-Parent Psychotherapy (CPP), and caregivers (here, adoptive parents) also received Mindful Parenting Education (MPE). Related-samples Wilcoxon signed-rank tests indicated that scores of several measures of child developmental functioning improved from pre- to post-intervention and that parents' caregiving skills improved while their caregiving stress decreased. Reliable change analyses indicated that change observed from pre- to post-intervention was reliable. The promise of using neurodevelopmentally informed assessment strategies to sequence interventions for young children with diverse neurodevelopmental insults is discussed.
