RESUMEN
Abnormalities across different domains of neuropsychological functioning may constitute a risk factor for heavy drinking during adolescence and for developing alcohol use disorders later in life. However, the exact nature of such multi-domain risk profiles is unclear, and it is further unclear whether these risk profiles differ between genders. We combined longitudinal and cross-sectional analyses on the large IMAGEN sample (N ≈ 1000) to predict heavy drinking at age 19 from gray matter volume as well as from psychosocial data at age 14 and 19-for males and females separately. Heavy drinking was associated with reduced gray matter volume in 19-year-olds' bilateral ACC, MPFC, thalamus, middle, medial and superior OFC as well as left amygdala and anterior insula and right inferior OFC. Notably, this lower gray matter volume associated with heavy drinking was stronger in females than in males. In both genders, we observed that impulsivity and facets of novelty seeking at the age of 14 and 19, as well as hopelessness at the age of 14, are risk factors for heavy drinking at the age of 19. Stressful life events with internal (but not external) locus of control were associated with heavy drinking only at age 19. Personality and stress assessment in adolescents may help to better target counseling and prevention programs. This might reduce heavy drinking in adolescents and hence reduce the risk of early brain atrophy, especially in females. In turn, this could additionally reduce the risk of developing alcohol use disorders later in adulthood.
Asunto(s)
Trastornos Relacionados con Alcohol/diagnóstico por imagen , Encéfalo/diagnóstico por imagen , Sustancia Gris/diagnóstico por imagen , Adolescente , Trastornos Relacionados con Alcohol/epidemiología , Trastornos Relacionados con Alcohol/psicología , Intoxicación Alcohólica/diagnóstico por imagen , Intoxicación Alcohólica/epidemiología , Intoxicación Alcohólica/psicología , Amígdala del Cerebelo/diagnóstico por imagen , Amígdala del Cerebelo/patología , Consumo Excesivo de Bebidas Alcohólicas/diagnóstico por imagen , Consumo Excesivo de Bebidas Alcohólicas/epidemiología , Consumo Excesivo de Bebidas Alcohólicas/psicología , Encéfalo/patología , Corteza Cerebral/diagnóstico por imagen , Corteza Cerebral/patología , Conducta Exploratoria , Femenino , Sustancia Gris/patología , Giro del Cíngulo/diagnóstico por imagen , Giro del Cíngulo/patología , Esperanza , Humanos , Conducta Impulsiva , Control Interno-Externo , Imagen por Resonancia Magnética , Masculino , Tamaño de los Órganos , Personalidad , Corteza Prefrontal/diagnóstico por imagen , Corteza Prefrontal/patología , Riesgo , Factores de Riesgo , Factores Sexuales , Estrés Psicológico/psicología , Tálamo/diagnóstico por imagen , Tálamo/patología , Consumo de Alcohol en Menores , Adulto JovenRESUMEN
The aim of this study was to test the technical feasibility of diffusion kurtosis imaging (DKI) in the brain after acute alcohol intoxication. Diffusion tensor imaging (DTI) and DKI during 7.0 T MRI were performed in the frontal lobe and thalamus before and 30 min, 2 h, and 6 h after ethyl alcohol administration. Compared with controls, mean kurtosis values of the frontal lobe and thalamus first decreased by 44% and 38% within 30 min (p < 0.01 all) and then increased by 14% and 46% at 2 h (frontal lobe, p > 0.05; thalamus, p < 0.01) and by 29% and 68% at 6 h (frontal lobe, p < 0.05; thalamus, p < 0.01) after acute intake. Mean diffusivity decreased significantly in both the frontal lobe and the thalamus at various stages. However, fractional anisotropy decreased only in the frontal lobe, with no detectable change in the thalamus. This demonstrates that DKI possesses sufficient sensitivity for tracking pathophysiological changes at various stages associated with acute alcohol intoxication and may provide additional information that may be missed by conventional DTI parameters.