Linear Mixed-effects Analysis Research Articles

Examining Linguistic Differences in Electronic Health Records for Diverse Patients With Diabetes: Natural Language Processing Analysis.

Individuals from minoritized racial and ethnic backgrounds experience pernicious and pervasive health disparities that have emerged, in part, from clinician bias. We used a natural language processing approach to examine whether linguistic markers in electronic health record (EHR) notes differ based on the race and ethnicity of the patient. To validate this methodological approach, we also assessed the extent to which clinicians perceive linguistic markers to be indicative of bias. In this cross-sectional study, we extracted EHR notes for patients who were aged 18 years or older; had more than 5 years of diabetes diagnosis codes; and received care between 2006 and 2014 from family physicians, general internists, or endocrinologists practicing in an urban, academic network of clinics. The race and ethnicity of patients were defined as White non-Hispanic, Black non-Hispanic, or Hispanic or Latino. We hypothesized that Sentiment Analysis and Social Cognition Engine (SEANCE) components (ie, negative adjectives, positive adjectives, joy words, fear and disgust words, politics words, respect words, trust verbs, and well-being words) and mean word count would be indicators of bias if racial differences emerged. We performed linear mixed effects analyses to examine the relationship between the outcomes of interest (the SEANCE components and word count) and patient race and ethnicity, controlling for patient age. To validate this approach, we asked clinicians to indicate the extent to which they thought variation in the use of SEANCE language domains for different racial and ethnic groups was reflective of bias in EHR notes. We examined EHR notes (n=12,905) of Black non-Hispanic, White non-Hispanic, and Hispanic or Latino patients (n=1562), who were seen by 281 physicians. A total of 27 clinicians participated in the validation study. In terms of bias, participants rated negative adjectives as 8.63 (SD 2.06), fear and disgust words as 8.11 (SD 2.15), and positive adjectives as 7.93 (SD 2.46) on a scale of 1 to 10, with 10 being extremely indicative of bias. Notes for Black non-Hispanic patients contained significantly more negative adjectives (coefficient 0.07, SE 0.02) and significantly more fear and disgust words (coefficient 0.007, SE 0.002) than those for White non-Hispanic patients. The notes for Hispanic or Latino patients included significantly fewer positive adjectives (coefficient -0.02, SE 0.007), trust verbs (coefficient -0.009, SE 0.004), and joy words (coefficient -0.03, SE 0.01) than those for White non-Hispanic patients. This approach may enable physicians and researchers to identify and mitigate bias in medical interactions, with the goal of reducing health disparities stemming from bias.

Anxiety, depression and distress outcomes from the Health4Life intervention for adolescent mental health: a cluster-randomized controlled trial

AbstractMental disorders are a leading cause of disease burden worldwide. As onset typically occurs in adolescence, prevention during this period is critical. The Health4Life-school-based multiple health behavior change (MHBC) intervention targets six lifestyle risk factors: diet, sleep, physical activity, screentime, alcohol use and smoking. Health4Life has been evaluated in a cluster-randomized controlled trial in 71 Australian schools (6,639 grade seven students). This study presents intervention effects on secondary outcomes of depressive, anxiety and psychological distress symptoms. Generalized linear mixed-effect analyses of data from baseline, post-intervention (7 weeks), 12 months and 24 months showed that the Health4Life intervention was no more effective than an active control in reducing depressive, anxiety or psychological distress symptoms at a 24 or 12 month follow-up; however, there were short-term benefits for psychological distress and depressive symptoms immediately post-intervention. This study offers new evidence that multiple health behavior change interventions may improve adolescent mental health, but future research should explore methods to address anxiety and sustain effects over the longer term. A priori ANZCTR trial registration: ACTRN12619000431123.

Longitudinal Changes in Psychosocial Adjustment Before and During the COVID-19 Pandemic for Adolescents with Differential Patterns of Solitude and Sociability.

Previous research has lacked a comprehensive, longitudinal analysis of characteristics of solitude and sociability, and how they are associated with changes in psychosocial adjustment before and during the pandemic. The current study surveyed 1071 adolescents (Mage = 10.6, SD = 1.69, 49.86% female, age range = 8-14 years at Year 1) over six years (three years before pandemic, three years during pandemic). Piecewise linear mixed-effects analysis showed that adolescents with higher solitude and lower sociability reported improvements in adjustment during the pandemic, whereas adolescents with lower solitude and higher sociability reported declines in adjustment. The findings highlight the importance of considering multiple characteristics of solitude and sociability, as well as contextual factors (e.g., pandemic), to better understand the implications of solitude on adolescent adjustment.

What influences the comprehensibility of L2 writers’ opinion texts by L2 readers? Interactions between textual characteristics and readers’ profiles

This study explored how L2 readers perceive the comprehensibility (i.e., ease of understanding) of L2 opinion texts in terms of reader profiles and text characteristics. We investigated how 100 Japanese learners of L2 English evaluated the comprehensibility of 16 variants of two opinion essays, which differed in lexico-grammatical accuracy, coherence, and rhetorical organization (inductive vs. deductive structure). To delve into the evaluators' backgrounds, exploratory factor analysis was conducted with a view to streamlining background variables. These variables were then compared through a t-test of two groups of readers identified by cluster analysis based on their degree of leniency or strictness. We further identified the influence of specific linguistic features on their evaluations by conducting linear mixed-effects analyses. Our findings reveal that: (1) Some L2 readers were significantly stricter than the L1 readers, whereas others were more lenient; (2) The lenient readers typically began learning English earlier, used it more extensively outside academic settings, and engaged more frequently in online communication compared to their stricter counterparts; and (3) Though disrupted sequences of ideas (coherence errors) were universally detrimental to comprehensibility, lexico-grammatical errors significantly impacted only the strict readers, not the lenient ones.

Mine for life: Charting ownership effects in memory from adolescence to old age.

This study investigates the self-reference effect (SRE) with an ownership memory task across several age groups, providing the first age exploration of implicit ownership memory biases from adolescence to older adulthood (N = 159). Using a well-established ownership task, participants were required to sort images of grocery items as belonging to themselves or to a fictitious unnamed Other. After sorting and a brief distractor task, participants completed a surprise one-step source memory test. Overall, there was a robust SRE, with greater source memory accuracy for self-owned items. The SRE attenuated with age, such that the magnitude of difference between self and other memory diminished into older adulthood. Importantly, these findings were not due to a deterioration of memory for self-owned items, but rather an increase in memory performance for other-owned items. Linear mixed effects analyses showed self-biases in reaction times, such that self-owned items were identified more rapidly compared with other owned items. Again, age interacted with this effect showing that the responses of older adults were slowed, especially for other-owned items. Several theoretical implications were drawn from these findings, but we suggest that older adults may not experience ownership-related biases to the same degree as younger adults. Consequently, SREs through the lens of mere ownership may attenuate with age.

Long-Term Longitudinal Course of Cognitive and Motor Symptoms in Patients With Cerebral Small Vessel Disease.

Patients with cerebral small vessel disease (SVD) show a heterogenous clinical course. The aim of the current study was to investigate the longitudinal course of cognitive and motor function in patients who developed parkinsonism, dementia, both, or none. Participants were from the Radboud University Nijmegen Diffusion Tensor and Magnetic Resonance Cohort study, a prospective cohort of patients with SVD. Parkinsonism and dementia were, respectively, diagnosed according to the UK Parkinson's Disease Society brain bank criteria and the Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition, criteria for major neurocognitive disorder. Linear and generalized linear mixed-effect analyses were used to study the longitudinal course of motor and cognitive tasks. After a median follow-up of 12.8 years (interquartile range 10.2-15.3), 132 of 501 (26.3%) participants developed parkinsonism, dementia, or both. Years before diagnosis of these disorders, participants showed distinct clinical trajectories from those who developed none: Participant who developed parkinsonism had an annual percentage of 22% (95% CI 18%-27%) increase in motor part of the Unified Parkinson's Disease Rating Scale score. This was significantly higher than the 16% (95% CI 14%-18%) of controls, mainly because of a steep increase in bradykinesia and posture and gait disturbances. When they developed dementia as well, the increase in Timed Up and Go Test time of 0.73 seconds per year (95% CI 0.58-0.87) was significantly higher than the 0.20 seconds per year increase (95% CI 0.16-0.23) of controls. All groups, including the participants who developed parkinsonism without dementia, showed a faster decline in executive function compared with controls: Annual decline in Z-score was -0.07 (95% CI -0.10 to -0.05), -0.09 (95% CI -0.11 to -0.08), and -0.11 (95% CI -0.14 to -0.08) for participants who developed, respectively, parkinsonism, dementia, and both parkinsonism and dementia. These declines were all significantly faster than the annual decline in Z-score of 0.07 (95% CI -0.10 to -0.05) of controls. A distinct pattern in deterioration of clinical markers is visible in patients with SVD, years before the diagnosis of parkinsonism and dementia. This knowledge aids early identification of patients with a high risk of developing these disorders.

The distinct development of stimulus and response serial dependence.

Serial dependence (SD) is a phenomenon wherein current perceptions are biased by the previous stimulus and response. This helps to attenuate perceptual noise and variability in sensory input and facilitates stable ongoing perceptions of the environment. However, little is known about the developmental trajectory of SD. This study investigates how the stimulus and response biases of the SD effect develop across three age groups. Conventional analyses, in which previous stimulus and response biases were assessed separately, revealed significant changes in the biases over time. Previous stimulus bias shifted from repulsion to attraction, while previous response bias evolved from attraction to greater attraction. However, there was a strong correlation between stimulus and response orientations. Therefore, a generalized linear mixed-effects (GLME) analysis that simultaneously considered both previous stimulus and response, outperformed separate analyses. This revealed that previous stimulus and response resulted in two distinct biases with different developmental trajectories. The repulsion bias of previous stimulus remained relatively stable across all age groups, whereas the attraction bias of previous response was significantly stronger in adults than in children and adolescents. These findings demonstrate that the repulsion bias towards preceding stimuli is established early in the developing brain (at least by around 10 years old), while the attraction bias towards responses is not fully developed until adulthood. Our findings provide new insights into the development of the SD phenomenon and how humans integrate two opposing mechanisms into their perceptual responses to external input during development.

Attachment relationship quality with mothers and fathers and child temperament: An individual participant data meta-analysis.

A growing body of research suggests that, compared with single parent-child attachment relationships, child developmental outcomes may be better understood by examining the configurations of child-mother and child-father attachment relationships (i.e., attachment networks). Moreover, some studies have demonstrated an above-chance level chance of concordance between the quality of child-mother and child-father attachment relationships, and child temperament has been offered as a plausible explanation for such concordance. To assess whether temperament plays a role in the development of different attachment network configurations, in this preregistered individual participant data meta-analysis we tested the degree to which the temperament dimension of negative emotionality predicts the number of secure, insecure-avoidant, insecure-resistant, and disorganized attachment relationships a child has with mother and father. Data included in the linear mixed effects analyses were collected from seven studies sampling 872 children (49% female; 83% White). Negative emotionality significantly predicted the number of secure (d = -0.12) and insecure-resistant (d = 0.11), but not insecure-avoidant (d = 0.04) or disorganized (d = 0.08) attachment relationships. Nonpreregistered exploratory analyses indicated higher negative emotionality in children with insecure-resistant attachment relationships with both parents compared to those with one or none (d = 0.19), suggesting that temperament plays a small yet significant role in child-mother/child-father insecure-resistant attachment relationships concordance. Taken together, results from this study prompt a more in-depth examination of the mechanism underlying the small yet significantly higher chance that children with increased negative emotionality have for developing multiple insecure-resistant attachment relationships. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

Evaluating Real-World Benefits of Hearing Aids With Deep Neural Network-Based Noise Reduction: An Ecological Momentary Assessment Study.

Noise reduction technologies in hearing aids provide benefits under controlled conditions. However, differences in their real-life effectiveness are not established. We propose that a deep neural network (DNN)-based noise reduction system trained on naturalistic sound environments will provide different real-life benefits compared to traditional systems. Real-life listening experiences collected with Ecological Momentary Assessments (EMAs) of participants who used two premium models of hearing aid are compared. One hearing aid model (HA1) used traditional noise reduction; the other hearing aid model (HA2) used DNN-based noise reduction. Participants reported listening experiences several times a day while ambient SPL, SNR, and hearing aid volume adjustments were recorded. Forty experienced hearing aid users completed a total of 3,614 EMAs and recorded 6,812 hr of sound data across two 14-day wear periods. Linear mixed-effects analysis document that participants' assessments of ambient noisiness were positively associated with SPL and negatively associated with SNR but were not otherwise affected by hearing aid model. Likewise, mean satisfaction with the two models did not differ. However, individual satisfaction ratings for HA1 were dependent on ambient SNR, which was not the case for HA2. Hearing aids with DNN-based noise reduction resulted in consistent sound satisfaction regardless of the level of background noise compared to hearing aids implementing noise reduction based on traditional statistical models. While the two hearing aid models also differed on other parameters (e.g., shape), these differences are unlikely to explain the difference in how background noise impacts sound satisfaction with the aids. https://doi.org/10.23641/asha.25114526.

Genome-wide methylome stability and parental effects in the worldwide distributed Lombardy poplar

BackgroundDespite the increasing number of epigenomic studies in plants, little is known about the forces that shape the methylome in long-lived woody perennials. The Lombardy poplar offers an ideal opportunity to investigate the impact of the individual environmental history of trees on the methylome.ResultsWe present the results of three interconnected experiments on Lombardy poplar. In the first experiment, we investigated methylome variability during a growing season and across vegetatively reproduced generations. We found that ramets collected over Europe and raised in common conditions have stable methylomes in symmetrical CG-contexts. In contrast, seasonal dynamics occurred in methylation patterns in CHH context. In the second experiment, we investigated whether methylome patterns of plants grown in a non-parental environment correlate with the parental climate. We did not observe a biological relevant pattern that significantly correlates with the parental climate. Finally, we investigated whether the parental environment has persistent carry-over effects on the vegetative offspring’s phenotype. We combined new bud set observations of three consecutive growing seasons with former published bud set data. Using a linear mixed effects analysis, we found a statistically significant but weak short-term, parental carry-over effect on the timing of bud set. However, this effect was negligible compared to the direct effects of the offspring environment.ConclusionsGenome-wide cytosine methylation patterns in symmetrical CG-context are stable in Lombardy poplar and appear to be mainly the result of random processes. In this widespread poplar clone, methylation patterns in CG-context can be used as biomarkers to infer a common ancestor and thus to investigate the recent environmental history of a specific Lombardy poplar. The Lombardy poplar shows high phenotypic plasticity in a novel environment which enabled this clonal tree to adapt and survive all over the temperate regions of the world.

Longitudinal hippocampal subfield development associated with psychotic experiences in young people

Hippocampal volumetric reductions are observed across the psychosis spectrum, with interest in the localisation of these reductions within the hippocampal subfields increasing. Deficits of the CA1 subfield in particular have been implicated in the neuropathophysiology of psychotic disorders. Investigating the trajectory of these abnormalities in healthy adolescents reporting sub-threshold psychotic experiences (PE) can provide insight into the neural mechanisms underlying psychotic symptoms without the potentially confounding effects of a formal disorder, or antipsychotic medication. In this novel investigation, a sample of 211 young people aged 11-13 participated initially in the Adolescent Brain Development study. PE classification was determined by expert consensus at each timepoint. Participants underwent neuroimaging at 3 timepoints, over 6 years. 78 participants with at least one scan were included in the final sample; 33 who met criteria for a definite PE at least once across all the timepoints (PE group), and 45 controls. Data from bilateral subfields of interest (CA1, CA2/3, CA4/DG, presubiculum and subiculum) were extracted for Linear Mixed Effects analyses. Before correction, subfield volumes were found to increase in the control group and decrease in the PE group for the right CA2 and CA2/3 subfields, with moderate to large effect sizes (d = −0.61, and d = −0.79, respectively). Before correction, right subiculum and left presubiculum volumes were reduced in the PE group compared to controls, regardless of time, with moderate effect sizes (d = −0.52, and d = −0.59, respectively). However, none of these effects survived correction. Severity of symptoms were not associated with any of the noted subfields. These findings provide novel insight to the discussion of the role of hippocampal subfield abnormalities in the pathophysiology underlying psychotic experiences.

Exploring concurrent validity of the CLN2 Clinical Rating Scale: Comparison to PedsQL using cerliponase alfa clinical trial data.

The CLN2 Clinical Rating Scale evaluates disease progression in CLN2 disease, an ultra-rare, neurodegenerative disorder with late infantile onset. To validate the Clinical Rating Scale, a comparison with the Pediatric Quality of Life Inventory (PedsQL) was conducted utilising clinical trial data investigating cerliponase alfa use in CLN2 disease. Linear regression and mixed effects models were used to investigate the relationship between the Clinical Rating Scale and PedsQL using open-label, single-arm, phase 1/2 (NCT01907087) and ongoing extension study (NCT02485899) data of 23 children with CLN2 disease treated with cerliponase alfa for ≥96 weeks. Correlations between the four Clinical Rating Scale domains were low. Linear mixed effects analyses showed significant correlation between PedsQL and Clinical Rating Scale (Total score or motor-language [ML] score adjusted p-values <0.05), driven by the relationship with the PedsQL Physical domain. A statistically significant relationship was identified between the Clinical Rating Scale motor domain and PedsQL (Total score: adjusted p-value = 0.048, parameter estimate [PE] = 8.10; Physical domain score: adjusted p-value = 0.012; PE = 13.79). Each domain of the Clinical Rating Scale provides unique information on disease state. Validity of the scale is supported by its relationship with the PedsQL. Among the four domains of the Clinical Rating Scale, motor has the highest correlation to PedsQL, suggesting motor function as a driver of patients' quality of life. The lack of association between the remaining domains of the Clinical Rating Scale and PedsQL suggests that additional disease-specific measures may be needed to fully capture the quality of life impact of CLN2 disease. NCT01907087, NCT02485899.

Ophthalmic artery Doppler in women with hypertensive disorders of pregnancy: relationship to blood pressure control and renal dysfunction at 6-9 weeks postnatally.

To examine the postnatal course of the ophthalmic artery (OA) Doppler in women with hypertensive disorders of pregnancy (HDP) and evaluate the correlation between OA Dopplers and poor postnatal blood pressure control and renal dysfunction at 2-3 and 6-9 weeks postnatally. Prospective cohort study of women with singleton pregnancies with HDP in a tertiary Pregnancy Hypertension clinic. Three visits were included: 1) the last antenatal hypertension clinic visit within 2 weeks prior to delivery, 2) 2-3 weeks postnatally, 3) 6-9 weeks postnatally. At each visit, maternal demographics, medical history, blood pressure and maternal OA Dopplers were performed. In addition, antenatally, fetal growth and fetal Dopplers were examined and at 6-9 weeks postnatally, estimated glomerular filtration rate and proteinuria were quantified. Study participants were divided into four hypertension groups, according to the blood pressure changes with time during the three visits. For the postnatal visits, hypertension was defined as systolic blood pressure (SBP) ≥140 mmHg and / or diastolic(D) BP ≥ 90 mmHg or SBP ≥130 mmHg or DBP ≥ 80 mmHg whilst taking antihypertensives. Group 1 was hypertensive in all three visits, Group 2 was hypertensive in the first two visits but was normotensive in the third visit, Group 3 was hypertensive in visits one and three, but normotensive in visit two, and Group 4 was hypertensive in visit one but normotensive in visits two and three. The longitudinal changes of mean arterial pressure (MAP) and peak systolic velocity (PSV) 1, PSV2 and the ratio of PSV2 / PSV1 over the three time points were examined by a repeated measure, multilevel linear mixed-effects analysis, controlling for maternal age, booking weight and use of antihypertensives. In addition, we examined the longitudinal change of OA Dopplers in women with different degrees of postnatal blood pressure control and in those with and without renal dysfunction at 6-9 weeks' postnatally. 108 women (86 new-onset and 22 chronic hypertension) were recruited into the study. When controlling for maternal age, booking weight and use of antihypertensive medication, a significant decline in Log10 MAP (p<0.001), Log10 PSV1 (p<0.01) and Log10 PSV 2 (p=0.01) was seen between visits 1 and 3. The Log10 PSVR did not change with time (p=0.06). When assessing OA Dopplers against hypertension group, Log10 PSV1 and Log10 PSV2 did not differ between the hypertension groups whilst group 4 had a lower Log10 PSVR compared to groups 1 (p<0.01), 2 (p=0.03) and 3 (p<0.01). When assessing renal dysfunction at 6-9 weeks postnatally, Log10 PSVR was lower in those without than with renal dysfunction (-0.021, p=0.01), whilst Log10 MAP, Log10 PSV1 and Log10 PSV2 values did not differ. The Log10 PSVR did not change with time and remained -0.12 (95%CI, -0.13 to -0.11) across the three visits. In women with HDP, the OA-PSVR was significantly higher in those with labile or persistently raised blood pressure postnatally when compared to women whose blood pressure normalised. Similarly, the OA-PSVR at 6-9 weeks postnatally was significantly higher in women with renal dysfunction versus those without dysfunction. This article is protected by copyright. All rights reserved.

Individualised monitoring programme for pulmonary rehabilitation of patients with chronic obstructive pulmonary disease-study protocol for a randomised controlled trial.

Chronic obstructive pulmonary disease (COPD) is characterised mainly by exertional dyspnoea, which may lead to activity reduction. Pulmonary rehabilitation (PR) is considered capable of mitigating these impairments. However, access to PR is limited to specialised centres, especially during the coronavirus disease 2019 pandemic. Moreover, low-cost home rehabilitation programmes have non-individualised prescriptions, which might lead to inconsistent clinical effects in patients with COPD. Therefore, it is important to develop new, low-cost protocols involving individualised prescriptions and staff supervision. This is a descriptive protocol for a randomised controlled study at the Grade III A Hospital in Tianjin. The sample size was calculated according to a described formula. Fifty-six participants will be selected and randomly allocated into two groups: (I) control (traditional PR training, medication, and nursing interventions); and (II) intervention [PR training in the hospital and at home by the Cardiopulmonary Rehabilitation System Management Platform (CSM)]. The protocol will be performed twice a week for 8 consecutive weeks in the outpatient clinic, and the training will be performed by the application of the CSM system in the final 6 months of the trial. The study will assess lung function and physical fitness and analyse the scores of the modified Medical Research Council Dyspnoea Scale, the COPD assessment test, the International Classification of Functioning, Disability, and Health, and the 6-minute walk test before and after the training protocol. Comparison of differences will be performed using repeated measures analysis of variance, a linear mixed effects analysis, or a non-parametric test, which will include only participants who completed all outcome measures and followed the intervention protocol. The study results will be disseminated through presentations at scientific conferences and publications in peer-reviewed journals. The new, low-cost supervised rehabilitation programmes are expected to present positive results, making PR programmes more accessible and effective for patients with COPD. The study was registered in the Chinese Clinical Trial Registry: ChiCTR2000040723.

Apathy, cognition and beta amyloid in African Americans in the AA‐FAIM cohort

AbstractBackgroundThe prodrome of cognitive declines and/or dementia may include late‐life neuropsychiatric symptoms such as apathy. In primarily non‐Hispanic White samples, apathy associates with both cognition and amyloid deposition in cognitively intact patients and those with Alzheimer’s disease (AD). However, little is known about these relationships in African Americans, who are both disproportionately affected by AD and under‐represented in AD research. Apathy could reflect higher levels of proteinopathy or occur co‐morbidly, exacerbating its deleterious effects. We examined associations between apathy and cognition and their potential moderation by plasma beta amyloid in cognitively healthy African American participants.MethodStudy participants enrolled in African Americans Fighting Alzheimer’s In Mid‐Life(AA‐FAIM, a linked study to the WRAP and Wisconsin ADRC) were included in the analytic sample (N = 166; Table 1) if they had ≥1 cognitive visits, plasma amyloid biomarker data, and apathy ratings by study partners using the Neuropsychiatric Inventory Questionnaire (NPI‐Q) or the Apathy Evaluation Scale (AES). Cognitive outcomes included performance on measures of processing speed, mental flexibility and immediate and delayed memory. We used linear mixed models to examine association of baseline apathy with cognitive performance measures at multiple time points, and the moderation of apathy‐cognition relationships by plasma Aβ42/40 ratio (C2N, USA). Apathy‐cognitive outcome pairings were selected based on significant findings from a proof‐of‐concept linear mixed effects analysis of the full Wisconsin ADRC sample.ResultResults are shown in Table 2. Among AA‐FAIM participants, NPI‐Q apathy was associated with RAVLT immediate (estimate = ‐7.7, p = .001) and delayed recall (estimate = ‐3.2, p = .001). However, AES was unrelated to Trails A or B performance. There were no associations between plasma amyloid or the Aβ42/40*apathy interaction term with any cognitive outcomes.ConclusionPartner‐rated apathy, but not plasma Aβ42/40, was related to cognition in our African American participants, an important finding given limited data available on this population. It will be critical to address apathy and its antecedents to improve the cognitive and affective health of African American older adults. Future research needs to expand cohorts to African American and other diverse populations to investigate disease mechanisms in Alzheimer’s disease and related dementias more inclusively.

Quantifying refractive error in companion dogs with and without nuclear sclerosis: 229 eyes from 118 dogs.

To evaluate the relationship between nuclear sclerosis (NS) and refractive error in companion dogs. One hundred and eighteen companion dogs. Dogs were examined and found to be free of significant ocular abnormalities aside from NS. NS was graded from 0 (absent) to 3 (severe) using a scale developed by the investigators. Manual refraction was performed. The effect of NS grade on refractive error was measured using a linear mixed effects analysis adjusted for age. The proportion of eyes with >1.5 D myopia in each NS grade was evaluated using a chi-square test. Visual impairment score (VIS) was obtained for a subset of dogs and compared against age, refractive error, and NS grade. Age was strongly correlated with NS grade (p < .0001). Age-adjusted analysis of NS grade relative to refraction showed a mild but not statistically significant increase in myopia with increasing NS grade, with eyes with grade 3 NS averaging 0.58-0.88 D greater myopia than eyes without NS. However, the myopia of >1.5 D was documented in 4/58 (6.9%) eyes with grade 0 NS, 12/91 (13.2%) eyes with grade 1 NS, 13/57 (22.8%) eyes with grade 2 NS, and 7/23 (30.4%) eyes with grade 3 NS. Risk of myopia >1.5 D was significantly associated with increasing NS grade (p = .02). VIS was associated weakly with refractive error, moderately with age, and significantly with NS grade. NS is associated with visual deficits in some dogs but is only weakly associated with myopia. More work is needed to characterize vision in aging dogs.

Effects of Age, Sex, and Postconcussive Symptoms on Domain-Specific Quality of Life a Year After Mild Traumatic Brain Injury.

To identify the factors influencing longitudinal changes in patients' scores across 6 domains of the Quality of Life after Brain Injury (QOLIBRI) instrument 1 year after mild traumatic brain injury (mTBI). This was a longitudinal cohort study. Eligible patients with a new diagnosis of mTBI were recruited from the outpatient clinics of the neurosurgery departments of 3 teaching hospitals in Taipei City, Taiwan. In total, 672 patients participated in the baseline assessment. Postinjury follow-up was conducted at 6 and 12 months. Six domains of the 37-item QOLIBRI: Cognition, Self, Daily Life and Autonomy, Social Relationships, Emotions, and Physical Problems. Linear mixed-effects analyses revealed that, among patients younger than 60 years, the scores of the Cognition, Self, Daily Life and Autonomy, and Social Relationships domains significantly increased 6 months after injury; furthermore, their scores of the Cognition, Self, and Daily Life and Autonomy significantly increased 12 months after injury. By contrast, among patients 60 years and older, the scores of these domains reduced from baseline to 6 and 12 months. No significant sex-based difference was observed in the changes in scores of any QOLIBRI domain. At 6 and 12 months post-injury, the scores of the Cognition, Emotions, and Physical Problems domains were significantly higher for patients with postconcussive symptoms than for those without these symptoms. Although multiple characteristics of patients significantly affected their baseline scores on the 6 domains of the QOLIBRI, only age and postconcussive symptoms were significantly associated with longitudinal changes in their scores 6 and 12 months after mTBI.

Some Evidence That Truth-Tellers Are More Attractive Than Liars.

Despite the prevalence of deception, people rarely doubt others' sincerity. However, indirect evaluations of liars and truth-tellers may differ even in the absence of suspicion about veracity. Across three studies, we provide evidence for the truth attraction effect in two samples of target stimuli and three samples of participant judges. Target people are perceived as more attractive when telling the truth versus when they lie, an effect mediated by target warmth and openness. The truth attraction effect is stronger for female targets (vs. males); however, it is unaffected by the gender of the judge. Findings suggest people may be more likely to approach truth-tellers versus liars, even when not actively judging veracity. We discuss the challenges and benefits of treating both targets and participants as random factors in linear mixed-effect analyses and join the chorus of calls to increase the number of target stimuli in deception research.

Seasonal pattern and depression outcomes from repetitive transcranial magnetic stimulation

Individuals with major depressive disorder (MDD) may exhibit a seasonal pattern. The impact of a seasonal pattern in depressive symptoms on rTMS outcomes is unexplored. A retrospective analysis was performed on patients with MDD receiving open-label high frequency rTMS to the left dorsolateral prefrontal cortex. Having a seasonal pattern was defined as scoring ≥ 12 on the Personal Inventory for Depression and Seasonal Affective Disorder (PIDS). Primary outcomes included improvement in the Hamilton Depression Rating Scale (HAMD) and remission. Secondary analyses included the use of the self-rated Quick Inventory of Depressive Symptomatology (QIDS) to assess for changes in atypical neurovegetative symptoms. Multiple linear regression, multiple logistic regression, and linear mixed effects analyses were performed. 46 % (58/127) of the sample had a seasonal pattern. Seasonal pattern did not significantly influence improvement in HAMD (PIDS < 12, 7.8, SD 5.9; PIDS ≥ 12, 10.4, SD 4.9 or remission (PIDS < 12, 30 %; PIDS ≥ 12, 34 %). There were equivalent degrees of improvement in atypical neurovegetative symptoms over time as assessed using the QIDS. Depression with seasonal pattern was found to respond to rTMS treatment similarly to depression without seasonal pattern, suggesting that this may be a viable treatment for this group.

An quantitative analysis of Punjabi tones

Punjabi has three tones, the falling and the rising tones developed due to the historically lost voiced aspirated consonants and word-final glottal fricative /ɦ/, and the default tone occurred elsewhere. While there has been some experimental research on Punjabi tones, there have been limitations due few stimuli and speakers. The main aim of the current study was to provide a phonetic examination of the fundamental frequency (f0) patterns across a large number of Punjabi words produced by multiple speakers. The experiment was conducted online using 24 native speakers (9F, 15M) of Indian Punjabi. The list of stimuli contained 66 monosyllabic words (default = 18, falling = 15, rising = 33) with either /a/ or /ə/. The speakers were recorded producing the stimuli in carrier and natural sentence environments. Linear mixed effects analyses were conducted on six f0 measures: the onset, mid, and offset of the vowel, the f0 range (MaxF0-MinF0), and the f0 trajectory in the first (MidF0-BegF0) and final (EndF0-MidF0) halves of the vowel. The results confirmed three distinct pitch curves for the three tones. Each of the three tones were distinguished from one another for the onset f0 and the EndF0-MidF0 measures. Vowel quality influenced tone realization. Between-speaker and word variation was observed.