Automatic assessment of connected speech and its relation to memory in Alzheimer's Disease in low education.

INTRODUCTION: Discourse is one of the main linguistic aspects affected by Alzheimer's Disease (AD) and its relationship with memory needs to be further studied, mainly in low education and low socioeconomic status (SES) groups. The present study aimed at investigating differences in the recall of short narratives between participants with mild AD (AD) and a control group of typical older adults (CG) with the use of automatic assessment. METHODS: 17 older adults diagnosed with AD (mean age 76.41, mean education 5,82) and 34 typical older adults (mean age 74.26, mean education 7.09) were asked to listen to and then retell a short story. Syntactic, lexical, and semantic features were assessed via the NILC-Metrix software, and the features were correlated with episodic, working, and semantic memory assessment. RESULTS: Differences were found in 7 of the 34 features assessed. Syntactically, the group diagnosed with AD produced narratives with fewer sentences, fewer words per sentence, and lower Yngve depth scores. Lexically, the AD group produced narratives with fewer words and prepositions per sentence. Semantically, the narratives produced by the AD group featured words with a lower mean age of acquisition, and lower Brunét's index scores. For the CG group, episodic memory performance correlated with the ratio of conjunctions. No other significant correlation was found for semantic and working memory in the CG. No correlation was found between memory performance and linguistic features for the AD group. DISCUSSION: The automatic assessment of linguistic features showed impaired narrative recall in participants diagnosed with AD relative to healthy controls at the syntactic, lexical, and semantic levels of discourse. These findings corroborate previous literature showing a decline in discourse production performance resulting from cognitive impairment in AD. CONCLUSION: The assessment of linguistic performance through a narrative recall task provides valuable insights into cognitive decline related to Alzheimer's disease.

Exploring Spoken Discourse and Its Neural Correlates in Women With Alzheimer's Disease With Low Levels of Education and Socioeconomic Status.

PURPOSE: Early impairments in spoken discourse abilities have been identified in Alzheimer's disease (AD). However, the impact of AD on spoken discourse and the associated neuroanatomical correlates have mainly been studied in populations with higher levels of education, although preliminary evidence seems to indicate that socioeconomic status (SES) and level of education have an impact on spoken discourse. The purpose of this study was to analyze microstructural variables in spoken discourse in people with AD with low-to-middle SES and low level of education and to study their association with gray matter (GM) density. METHOD: Nine women with AD and 10 matched (age, SES, and education) women without brain injury (WWBI) underwent a neuropsychological assessment, which included two spoken discourse tasks, and structural magnetic resonance imaging. Microstructural variables were extracted from the discourse samples using NILC-Metrix software. Brain density, measured by voxel-based morphometry, was compared between groups and then correlated with the differentiating microstructural variables. RESULTS: The AD group produced a lower diversity of verbal time moods and fewer words and sentences than WWBI but a greater diversity of pronouns, prepositions, and lexical richness. At the neural level, the AD group presented a lower GM density bilaterally in the hippocampus, the inferior temporal gyrus, and the anterior cingulate gyrus. Number of words and sentences produced were associated with GM density in the left parahippocampal gyrus, whereas the diversity of verbal moods was associated with the basal ganglia and the anterior cingulate gyrus bilaterally. CONCLUSIONS: The present findings are mainly consistent with previous studies conducted in groups with higher levels of SES and education, but they suggest that atrophy in the left inferior temporal gyrus could be critical in AD in populations with lower levels of SES and education. This research provides evidence on the importance of pursuing further studies including people with various SES and education levels. WHAT IS ALREADY KNOWN ON THIS SUBJECT: Spoken discourse has been shown to be affected in Alzheimer disease, but most studies have been conducted on individuals with middle-to-high SES and high educational levels. WHAT THIS STUDY ADDS: The study reports on microstructural measures of spoken discourse in groups of women in the early stage of AD and healthy women, with low-to-middle SES and lower levels of education. CLINICAL IMPLICATIONS OF THIS STUDY: This study highlights the importance of taking into consideration the SES and education level in spoken discourse analysis and in investigating the neural correlates of AD. SUPPLEMENTAL MATERIAL: https://doi.org/10.23641/asha.24905046.

Happy thoughts: What computational assessment of connectedness and emotional words can inform about early stages of psychosis.

In recent years, different natural language processing tools measured aspects related to narratives' structural, semantic, and emotional content. However, there is a need to better understand the limitations and effectiveness of speech elicitation protocols. The graph-theoretical analysis applied to short narratives reveals lower connectedness associated with negative symptoms even in the early stages of psychosis, but emotional topics seem more informative than others. We investigate the interaction between connectedness and emotional words with negative symptoms and educational level in participants with and without psychosis. For that purpose, we used a speech elicitation protocol based on three positive affective pictures and calculated the proportion of emotional words and connectedness measures in the first-episode psychosis (FEP) group (N: 24) and a control group (N: 33). First, we replicated the association between connectedness and negative symptoms (R2: 0.53, p: 0.0049). Second, the more positive terms, the more connected the narrative was, exclusively under psychosis and in association with education, pointing to an interaction between symptoms and formal education. Negative symptoms were independently associated with connectedness, but not with emotional words, although the associations with education were mutually dependent. Together, education and symptoms explained almost 70 % of connectedness variance (R2: 0.67, p < 0.0001), but not emotional expression. At this initial stage of psychosis, education seems to play an important role, diminishing the impact of negative symptoms on the narrative connectedness. Negative symptoms in FEP impact narrative connectedness in association with emotional expression, revealing aspects of social cognition through a short and innocuous protocol.

Lower Education and Reading and Writing Habits Are Associated With Poorer Oral Discourse Production in Typical Adults and Older Adults.

During normal aging there is a decline in cognitive functions that includes deficits in oral discourse production. A higher level of education and more frequent reading and writing habits (RWH) might delay the onset of the cognitive decline during aging. This study aimed at investigating the effect of education and RWH on oral discourse production in older adults. Picture-based narratives were collected from 117 healthy adults, aged between 51 and 82 years (68.6 ± 6.38) with 0-20 years of formal education (10.1 ± 5.69). Measures of macro, microlinguistic and modalizations were computed and entered as dependent variables in hierarchical regression analyses that included age, education and RWH as regressors. Results revealed that higher education explained a better performance at the macrostructure and microstructure dimensions. Higher frequency of RWH explained the production of fewer modalizations. These results demonstrate the positive effect of education and RWH in oral discourse production in older adults. Therefore, higher attention should be given to these social factors.

Low Speech Connectedness in Alzheimer's Disease is Associated with Poorer Semantic Memory Performance.

Connected speech is an everyday activity. We aimed to investigate whether connected speech can differentiate oral narrative production between adults with Alzheimer's disease (AD; n = 24) and cognitively healthy older adults (n = 48). We used graph attributes analysis to represent connected speech. Participants produced oral narratives and performed semantic, episodic, and working memory tasks. AD patients produced less connected narratives than cognitively healthy older adults. Connectedness was associated with semantic memory in AD and with episodic memory in controls. Word-graphs connectedness represents a practical tool to assess cognitive impairment in AD patients.

Avaliação da produção discursiva oral no envelhecimento e sua relação com escolaridade e hábitos de leitura e escrita: uma revisão sistemática / Assessment of oral discourse production in aging and their relation with schooling and reading and writing habits: a systematic review

A presente revisão sistemática tem por objetivo verificar quais as tarefas comumente utilizadas para elucidação da produção discursiva oral do adulto idoso e sua relação com escolaridade e hábitos de leitura e escrita. Para tanto, buscaram-se artigos publicados nas bases de dados Scopus, Web of Science, PubMed, MEDLINE e LILACS. Os termos utilizados foram ("discourse production" OR "oral production" OR "narrative production") AND (aging OR elderly OR "older adults") AND (education OR schooling OR "reading habits" OR "writing habits"). Os critérios de seleção incluíram: (a) artigo original avaliado por pares; (b) com foco na produção discursiva oral no envelhecimento típico; (c) publicado entre 1990 e 2019. Foram encontrados, no total, 456 registros, dos quais 393 foram excluídos pelo título e 12 após leitura na íntegra, por não se relacionarem ao tema. De acordo com os critérios de seleção, 19 artigos foram selecionados. Verificou-se que grande parte das pesquisas utiliza tarefas baseadas em estímulos visuais, sobretudo em seu formato sequencial, enquanto uma pequena parte utiliza tarefas baseadas em eventos autobiográficos, conversações livres ou descrição de procedimentos. Algumas pesquisas compararam a produção discursiva oral da amostra em questão em diferentes tarefas. Poucos estudos incluíram a variável escolaridade em seus experimentos, enquanto nenhum estudo investigou o efeito dos hábitos de leitura e escrita. Devido à sua complexidade, estudos no nível do discurso precisam considerar a influência do tipo de tarefa para a elucidação do processamento, assim como fatores sociodemográficos e culturais dos seus participantes.(AU)

This systematic review aims at verifying which tasks have commonly been used to elucidate oral discourse produced by elderly adults and their relation with cultural aspects, such as schooling and reading and writing habits. Articles published on Scopus, Web of Science, PubMed, MEDLINE and LILACS data bases were searched. The descriptors used were ("discourse production" OR "oral production" OR "narrative production") AND (aging OR elderly OR "older adults") AND (education OR schooling OR "reading habits" OR "writing habits"). The selection criteria were: (a) original peer-reviewed articles; (b) with a focus on oral discourse production in typical aging; (c) published between 1990 and 2019. A total of 456 registers were found, from which 393 were excluded by reading their title and 12 after reading them entirely, for not having relation with the topic. According to the selection criteria, 19 articles were selected. The analyses showed that the great majority of the studies utilize tasks based on visual stimuli, mainly on their sequential form, while a reduced number uses tasks based on autobiographical events, free conversations or description of procedures. Some studies compared the oral discourse production of this population in several tasks. Few studies included the variable of schooling in their experi ments, while no study investigated the effect of reading and writing habits. Due to their complexity, studies on discourse level should take into consideration the influence of task typology to elucidate processing, together with socio-demographic and cultural aspects of their participants.(AU)