MedElevator Войти в исследования
← Поиск публикаций

DOI 10.3389/fnagi.2026.1912213

Медицинская библиотека · Frontiers in aging neuroscience · 2026

Nonlinear association between age and verbal fluency and moderation by adiposity: cross-sectional evidence from the Look Up 8+ study.

Giordano Giulia, Mastrantoni Luca, Calvani Riccardo, Terranova Roberta, D'Ignazio Federica, Risoli Antonella, Landi Francesco, Look Up 8+ Study Group, Look Up 8+ Study Group

СтатьяПеревод пока не подготовлен

Аннотация

BACKGROUND

Verbal fluency (VF) declines with age, but the shape of this association and its modifiers remain debated. In community-dwelling adults aged 30-80 years from the Look Up 8+ study, we investigated the nonlinear association between age and phonemic VF and evaluated the impact of educational attainment, lifestyle factors, central adiposity, and muscle function on VF performance.

METHODS

Verbal fluency was assessed using a 30-s phonemic fluency task. Generalized additive models (GAMs) with negative binomial distribution characterized nonlinear age-related trajectories. Sequential models adjusted for sex, educational attainment, physical activity (PA), healthy diet, smoking status, blood pressure, total cholesterol, blood glucose, body mass index, and sleep quality. Central adiposity was evaluated using waist-height ratio (WHtR), with waist-hip ratio (WHR) included in sensitivity analyses. Moderation analyses tested whether central adiposity modified the association between age and VF. Associations between VF and muscle- parameters were also examined.

RESULTS

Among 3,615 adults (54% female; median age 58 years; median VF score 10 words), the age-VF association was significantly nonlinear (edf = 3.36, p < 0.001), peaking at 45-50 years and showing progressively lower values thereafter. Higher educational attainment was strongly associated with greater VF: high school/BSc (IRR = 1.218, 95% CI 1.168-1.271, p < 0.001) and master's/postgraduate (IRR = 1.326, 95% CI 1.269-1.385, p < 0.001) versus lower education. Healthy diet (IRR = 1.044, p < 0.001), PA (IRR = 1.038, p = 0.005), and normal blood glucose (IRR = 1.050, p = 0.022) were independently associated with higher VF; the dietary association was confirmed for Mediterranean diet adherence. Higher central adiposity was associated with lower VF for both WHtR (IRR = 0.973, p < 0.001) and WHR (IRR = 0.979, p = 0.003) and significantly moderated the age-VF association (Age × WHtR: IRR = 0.985, p = 0.014; Age × WHR: IRR = 0.986, p = 0.021). Among muscle-related parameters, longer chair stand test time was associated with lower VF (IRR = 0.964, p < 0.001).

CONCLUSION

Age and VF are nonlinearly associated across adulthood, with educational attainment being a major determinant. Higher central adiposity is associated with lower VF and moderates the associated with age. Lower-limb functional performance was independently associated with VF, potentially reflecting a functional pathway linking adiposity, mobility, and cognitive aging.

Для цитирования: Giordano Giulia, Mastrantoni Luca, Calvani Riccardo, Terranova Roberta, D'Ignazio Federica, Risoli Antonella, Landi Francesco, Look Up 8+ Study Group, Look Up 8+ Study Group. Nonlinear association between age and verbal fluency and moderation by adiposity: cross-sectional evidence from the Look Up 8+ study.. Frontiers in aging neuroscience. 2026. DOI: 10.3389/fnagi.2026.1912213.
Подготовка и перевод публикации
Обработка статьи · этапы, ошибки и управление
Загрузка состояния…

История · было → стало

Состояние обновляется каждые 5 секунд, пока блок открыт. Процент показывается только там, где известен объём работы. Пауза останавливает продолжение этапа; текущий запрос к источнику может завершиться.

Тип публикации указан по данным источника. Уровень доказательности автоматически не присваивается.