Neuropsychological assessment of adults with phenylketonuria using the NIH toolbox.

Among researchers and clinicians, there is a call for the development and validation of new measures to better assess and characterize neurocognitive difficulties associated with early-treated phenylketonuria (ETPKU) and other metabolic disorders. The NIH Toolbox represents a relatively new computer-administered assessment tool and provides a sampling of performance across multiple cognitive domains, several of which (e.g., executive function, processing speed) are at risk for disruption in ETPKU. The goal of the present study was to provide an initial evaluation of the value and sensitivity of the NIH Toolbox for use with individuals with ETPKU. To this end, a sample of adults with ETPKU and a demographically-matched comparison group without PKU completed the cognitive and motor batteries of the Toolbox. Results indicate that overall performance (as reflected by the Fluid Cognition Composite) was sensitive to both group differences (ETPKU vs non-PKU) as well as blood Phe levels (a marker of metabolic control). The present findings offer preliminary support for the utility of the NIH Toolbox as a measure of neurocognitive functioning in individuals with ETPKU. Future research including a larger sample size and broader age range is needed to fully validate the Toolbox for clinical and research use with individuals with ETPKU.

A comprehensive assessment of neurocognitive and psychological functioning in adults with early-treated phenylketonuria.

OBJECTIVE: Relative to youth with early-treated phenylketonuria (ETPKU), much less is known regarding the cognitive profile of adults with ETPKU. The present study aimed to address this gap by providing a comprehensive assessment of neuropsychological functioning among adults with ETPKU. METHOD: A sample of 40 adults with ETPKU (ages 18 - 36) and a demographically matched group of 32 healthy individuals without PKU participated. Participants completed a comprehensive neuropsychological battery including the NIH Toolbox, Wechsler Abbreviated Scale of Intelligence - Second Edition (WASI-II), Conners' Continuous Performance Test (CPT-3), select subtests from the Weschler Adult Intelligence Scale - Fourth Edition (WAIS-IV) as well as several self-report measures of cognitive and psychoemotional functioning. Scores from these tests were combined to create cognitive composites reflecting overall task performance in the areas of verbal ability, visuospatial skills, executive functioning, motor skills, and processing speed. RESULTS: No group differences were observed for full scale IQ or verbal ability. However, individuals with ETPKU demonstrated poorer performance on measures of executive functioning, processing speed, motor skills, and visuospatial skills as compared to the non-PKU group. Within the ETPKU group, recent blood phenylalanine levels (an indicator of metabolic control) were significantly correlated with performance across most cognitive domains and aspects of psychological functioning. CONCLUSIONS: Present findings suggest that the neuropsychological profile of adult ETPKU is characterized by circumscribed impairments in select cognitive domains. In addition, the results underscore the importance of maintaining metabolic control across the lifespan in individuals with ETPKU.

The relationship between metabolic control and basal ganglia morphometry and function in individuals with early-treated phenylketonuria.

Abnormalities of the cortical white matter are the most prominent and widely-reported neurological findings in individuals with early-treated phenylketonuria (ETPKU). Much less is known regarding the effects of ETPKU on gray matter structures in the brain such as the basal ganglia. Previous findings on basal ganglia in ETPKU have been mixed. The current study was designed to further elucidate the effects of ETPKU and elevated phe levels on the morphometry of basal ganglia structures (i.e., putamen, caudate nucleus, nucleus accumbens, and globus pallidus). High resolution magnetic resonance imaging (MRI) data was collected from a sample of 37 adults with ETPKU and a demographically-matched comparison group of 33 individuals without PKU. No overall group differences (ETPKU vs. non-PKU) in basal ganglia volumes were observed. However, within the ETPKU group, poorer metabolic control (as reflected by higher blood phenylalanine levels) was associated with larger putamen volume. Vertex-wise shape analysis revealed that the volume increase was accompanied by shape changes in the middle left putamen. Consistent with this area's role in motor control, a significant correlation between left putamen volume and motor performance was also observed. Additional research is needed to fully understand the cellular level processes underlying this effect as well as to better understand the clinical impact of these morphometric changes and their potential relation to treatment response.

Inter- and intra-tract analysis of white matter abnormalities in individuals with early-treated phenylketonuria (PKU).

Even with early and continuous treatment, individuals with phenylketonuria (PKU) may exhibit abnormalities of cortical white matter (WM). The present study utilizes a new analysis approach called Automated Fiber-Tract Quantification (AFQ) to advance our understanding of the tract-specific patterns of change in WM abnormalities in individuals with early-treated PKU (ETPKU). Diffusion Tensor Imaging (DTI) data from a sample of 22 individuals with ETPKU and a demographically-matched sample of 21 healthy individuals without PKU was analyzed using AFQ. In addition, a subsample of 8 individuals with ETPKU was reevaluated six months later after demonstrating a significant reduction in blood phe levels following initiation of sapropterin treatment. Within-tract AFQ analyses revealed significant location-by-group interactions for several WM tracts throughout the brain. In most cases, ETPKU-related disruptions in mean diffusivity (MD) were more apparent in posterior (as compared to anterior) aspects of a given tract. Reduction in blood phe levels with the aforementioned ETPKU subsample was associated with a similar pattern of improvement (posterior-to-anterior) within most tracts. Taken together, these findings suggest that there is a systematic pattern of change in WM abnormalities in individuals with ETPKU in a posterior-to-anterior manner along individual WM tracts.

The relationship between working memory and anxiety in individuals with early treated phenylketonuria (PKU).

OBJECTIVE: Although early diagnosis and treatment prevent the severe impairments associated with untreated phenylketonuria (PKU), individuals with early treated PKU (ETPKU) nonetheless experience significant neurocognitive and psychological sequelae, including difficulties in working memory (WM) and increased risk of anxiety. The primary objective of the present study was to examine the extent to which anxiety may moderate the relationship between ETPKU and WM performance. METHOD: A sample of 40 adults with ETPKU and a demographically comparable sample of 40 healthy adults without PKU completed a comprehensive assessment of WM performance and anxiety symptomatology. Data were collected using a variety of remote assessment methods (e.g., web-based neurocognitive tests, semistructured interview, report-based measures). RESULTS: The ETPKU group demonstrated significantly poorer WM performance as compared to the non-PKU group. The groups did not differ significantly in anxiety; however, high anxiety was more common in the ETPKU group (53% of sample) than the non-PKU group (33%). A significant interaction between anxiety, metabolic control (as reflected by Phe levels), and WM performance was observed for the ETPKU group. Individuals with high anxiety and/or high Phe levels (> 360 µmol/L) performed poorer than the non-PKU group. Individuals with low anxiety and relatively low Phe levels (< 360 µmol/L) performed comparably to the non-PKU group. CONCLUSIONS: Anxiety was found to moderate the relationship between Phe levels and WM performance in individuals with ETPKU. This finding underscores the importance of accounting for anxiety when evaluating neurocognitive performance in individuals with ETPKU whether for research or clinical purposes. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

Before/after Bayes: A comparison of frequentist and Bayesian mixed-effects models in applied psychological research.

Bayesian methods are becoming increasingly used in applied psychological research. Previous researchers have thoroughly written about much of the details already, including the philosophy underlying Bayesian methods, computational issues associated with Bayesian model estimation, Bayesian model development and summary, and the role of Bayesian methods in the so-called replication crisis. In this paper, we seek to provide case studies comparing the use of frequentist methods to the use of Bayesian methods in applied psychological research. These case studies are intended to 'illustrate by example' the ways that Bayesian modelling differs from frequentist modelling and the differing conclusions that one may arrive at using the two methods. The intended audience is applied psychological researchers who have been trained in the traditional frequentist framework, who are familiar with mixed-effects models and who are curious about how statistical results might look in a Bayesian context. Along with our case studies, we provide general opinions and guidance on the use of Bayesian methods in applied psychological research.

Motor control and learning in individuals with early-treated phenylketonuria.

OBJECTIVE: Although past studies have documented motor control impairments in individuals with early-treated phenylketonuria (ETPKU), much less is known regarding motor learning in ETPKU. The goal of the present study was to advance our understanding on this front. METHOD: We isolated and examined motor kinematics associated with the learning of a rapid aimed limb movement in a sample of 40 individuals (13-34 years of age) with ETPKU and a matched comparison group of 40 individuals without phenylketonuria (PKU). Indices of motor learning included overall movement duration as well as the relative proportion of movement time devoted to ballistic and corrective submovements. (Note that practice of motor movements in nonclinical populations is associated with, not only improvements in overall speed, but also reduction in the proportion of movement time devoted to corrective submovements relative to an initial ballistic submovement.) Results: A group-by-time interaction was found. With practice, the non-PKU group showed a significant reduction in the proportion of movement time devoted to the corrected (as compared to the ballistic) submovement. A similar change was not observed for the ETPKU group. In addition, within the ETPKU group, the rate of improvement in total movement duration was correlated with recent blood phenylalanine levels (an indicator of treatment adherence). CONCLUSIONS: Motor learning is adversely affected in individuals with ETPKU. Further investigation into the behavioral and neural mechanisms of motor learning in ETPKU will advance our understanding of the etiologic basis for this disruption as well as how it relates to the broader neurocognitive profile of ETPKU. (PsycInfo Database Record (c) 2022 APA, all rights reserved).

Executive function in phenylketonuria (PKU): Insights from the Behavior Rating Inventory of Executive Function (BRIEF) and a large sample of individuals with PKU.

OBJECTIVE: Previous research has documented executive function (EF) impairments in individuals with early treated phenylketonuria (ETPKU). It remains unclear, however, whether some aspects of EF may be more affected than others. A number of factors, including small sample sizes and variability in EF tasks, have likely contributed to past mixed findings. The present objective was to elucidate further the EF profile associated with ETPKU, particularly as it relates to report-based assessment of EF. METHOD: Data from 286 individuals (5-48 years of age) with ETPKU on the child and adult versions of the Behavior Rating Inventory of Executive Function (BRIEF), a well-established report-based assessment tool, were analyzed. RESULTS: The Working Memory scale showed the largest effect size in both young and older ETPKU samples, with 19% of children and 29% of adults scoring in the "abnormally elevated" range. In addition, EF impairment appeared more general (i.e., affecting more domains) in the adult sample as compared to the child sample. Exploratory analyses also suggested that the presence/absence of overall impairment on the BRIEF among our ETPKU participants could be predicted based on a small subset of items. A 10-item subset showed total classification accuracy values of 90% and above for both groups. CONCLUSIONS: Working memory represents an aspect of EF that appears to be particularly affected in individuals with ETPKU. Findings also provide preliminary support of the viability for the development and/or adoption of an abbreviated screening measure for EF difficulties in children and adults with ETPKU. (PsycInfo Database Record (c) 2020 APA, all rights reserved).