Xie Yingying, Yuan Congcong, Sun Mengru, Sun Jie, Zhang Ningnannan, Qin Wen, Liu Feng, Xue Hui, Ding Hao, Wang Sijia, He Jinyan, Hu Lizhi, Li Xiaoxia, Yu Chunshui
Department of Radiology and Tianjin Key Laboratory of Functional Imaging, Tianjin Medical University General Hospital, Tianjin, China.
Tianjin Medical University, Tianjin, China.
Front Neurosci. 2022 Sep 6;16:964904. doi: 10.3389/fnins.2022.964904. eCollection 2022.
There are many factors that influence the academic achievements of medical students, but how personality and brain modulate the academic achievements of medical students remains unclear. The study collected the personality, brain imaging, and academic data from 448 medical students at Tianjin Medical University with admission time between 2008 and 2017. Four types of academic achievements, including behavioral and social sciences, clinical sciences and skills, basic biomedical sciences, and scientific methods, were assessed by the academic records of 58 courses. Personality was evaluated by Tridimensional Personality Questionnaire and Neuroticism Extraversion Openness Personality Inventory. Brain structural and functional properties, including gray matter volume, spontaneous brain activity and functional connectivity, were computed based on magnetic resonance imaging (MRI). Linear regression was used to evaluate the associations between personality and academic achievements. A voxel-wise correlation was used to identify areas of the brain where structural and functional properties were associated with academic achievements. Mediation analysis was used to test whether brain properties and personality independently contribute to academic achievements. Our results showed that novelty seeking (NS) was negatively correlated, and conscientiousness was positively correlated with all types of academic achievements. Brain functional properties showed negatively correlated with academic achievement in basic biomedical sciences. However, we did not find any mediation effect of the brain functional properties on the association between personality (NS and conscientiousness) and academic achievement in basic biomedical sciences, nor mediation effect of the personality (NS and conscientiousness) on the association between brain functional properties and academic achievement in basic biomedical sciences. These findings suggest that specific personality (NS and conscientiousness) and brain functional properties independently contribute to academic achievements in basic biomedical sciences, and that modulation of these properties may benefit academic achievements among medical students.
影响医学生学业成绩的因素众多,但人格与大脑如何调节医学生的学业成绩仍不清楚。该研究收集了天津医科大学448名医学生2008年至2017年入学时的人格、脑成像和学业数据。通过58门课程的学业记录评估了行为与社会科学、临床科学与技能、基础生物医学科学以及科学方法这四种学业成绩类型。采用三维人格问卷和大五人格量表评估人格。基于磁共振成像(MRI)计算脑结构和功能特性,包括灰质体积、自发脑活动和功能连接性。使用线性回归评估人格与学业成绩之间的关联。采用体素相关分析来确定大脑中结构和功能特性与学业成绩相关的区域。使用中介分析来检验大脑特性和人格是否独立影响学业成绩。我们的结果表明,寻求新奇(NS)与所有类型的学业成绩呈负相关,尽责性与所有类型的学业成绩呈正相关。脑功能特性与基础生物医学科学的学业成绩呈负相关。然而,我们未发现脑功能特性在人格(NS和尽责性)与基础生物医学科学学业成绩之间的关联中存在任何中介效应,也未发现人格(NS和尽责性)在脑功能特性与基础生物医学科学学业成绩之间的关联中存在中介效应。这些发现表明,特定的人格(NS和尽责性)和脑功能特性独立影响基础生物医学科学的学业成绩,调节这些特性可能有益于医学生的学业成绩。