{"title":"对鱼脑神经可塑性基因表达的分析揭示了个体学习差异的基础。","authors":"Elia Gatto , Elisa Samorì , Elena Frigato , Cristiano Bertolucci , Tyrone Lucon-Xiccato","doi":"10.1016/j.nlm.2025.108106","DOIUrl":null,"url":null,"abstract":"<div><div>Individual differences in cognition have been historically recognized in humans, and recent evidence suggests that such variation is widespread across the animal kingdom. Despite its importance for individuals’ behaviour and fitness, the biological roots of cognitive variation remain poorly understood. We hypothesize that variation in brain gene expression is important in determining individual cognitive differences. To test this, we focused on 6 neural plasticity genes and examined fish, which exhibit the largest cognitive variation reported for vertebrates. Zebrafish (<em>Danio rerio</em>) exposed to visual discrimination tasks showed substantial variation in their performance, with some learning over 7 times faster than others. Expression of two genes positively predicted learning performance. However, expression levels of most genes were related at the individual level, suggesting that multi-gene expression patterns may be more relevant than single gene variation. Principal component analysis identified two axes of multi-gene expression variation: the first loaded by all genes except neurotrophin <em>bdnf</em>, the second mainly loaded by <em>bdnf</em> and <em>neurod1</em> expression. Only the latter component significantly predicted learning performance in a visual discrimination task, indicating that individual variation in <em>bdnf</em> expression and with lesser extend <em>neurod1</em> are critical for learning. Our study bridges the gap between cognitive differences and molecular mechanisms underlying brain function, providing foundation for new understanding what makes individual unique.</div></div>","PeriodicalId":19102,"journal":{"name":"Neurobiology of Learning and Memory","volume":"222 ","pages":"Article 108106"},"PeriodicalIF":1.8000,"publicationDate":"2025-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Analysis of neural plasticity genes’ expression in fish brain reveals the basis of individual differences in learning\",\"authors\":\"Elia Gatto , Elisa Samorì , Elena Frigato , Cristiano Bertolucci , Tyrone Lucon-Xiccato\",\"doi\":\"10.1016/j.nlm.2025.108106\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Individual differences in cognition have been historically recognized in humans, and recent evidence suggests that such variation is widespread across the animal kingdom. Despite its importance for individuals’ behaviour and fitness, the biological roots of cognitive variation remain poorly understood. We hypothesize that variation in brain gene expression is important in determining individual cognitive differences. To test this, we focused on 6 neural plasticity genes and examined fish, which exhibit the largest cognitive variation reported for vertebrates. Zebrafish (<em>Danio rerio</em>) exposed to visual discrimination tasks showed substantial variation in their performance, with some learning over 7 times faster than others. Expression of two genes positively predicted learning performance. However, expression levels of most genes were related at the individual level, suggesting that multi-gene expression patterns may be more relevant than single gene variation. Principal component analysis identified two axes of multi-gene expression variation: the first loaded by all genes except neurotrophin <em>bdnf</em>, the second mainly loaded by <em>bdnf</em> and <em>neurod1</em> expression. Only the latter component significantly predicted learning performance in a visual discrimination task, indicating that individual variation in <em>bdnf</em> expression and with lesser extend <em>neurod1</em> are critical for learning. Our study bridges the gap between cognitive differences and molecular mechanisms underlying brain function, providing foundation for new understanding what makes individual unique.</div></div>\",\"PeriodicalId\":19102,\"journal\":{\"name\":\"Neurobiology of Learning and Memory\",\"volume\":\"222 \",\"pages\":\"Article 108106\"},\"PeriodicalIF\":1.8000,\"publicationDate\":\"2025-10-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Neurobiology of Learning and Memory\",\"FirstCategoryId\":\"102\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1074742725000875\",\"RegionNum\":4,\"RegionCategory\":\"心理学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"BEHAVIORAL SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Neurobiology of Learning and Memory","FirstCategoryId":"102","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1074742725000875","RegionNum":4,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"BEHAVIORAL SCIENCES","Score":null,"Total":0}
Analysis of neural plasticity genes’ expression in fish brain reveals the basis of individual differences in learning
Individual differences in cognition have been historically recognized in humans, and recent evidence suggests that such variation is widespread across the animal kingdom. Despite its importance for individuals’ behaviour and fitness, the biological roots of cognitive variation remain poorly understood. We hypothesize that variation in brain gene expression is important in determining individual cognitive differences. To test this, we focused on 6 neural plasticity genes and examined fish, which exhibit the largest cognitive variation reported for vertebrates. Zebrafish (Danio rerio) exposed to visual discrimination tasks showed substantial variation in their performance, with some learning over 7 times faster than others. Expression of two genes positively predicted learning performance. However, expression levels of most genes were related at the individual level, suggesting that multi-gene expression patterns may be more relevant than single gene variation. Principal component analysis identified two axes of multi-gene expression variation: the first loaded by all genes except neurotrophin bdnf, the second mainly loaded by bdnf and neurod1 expression. Only the latter component significantly predicted learning performance in a visual discrimination task, indicating that individual variation in bdnf expression and with lesser extend neurod1 are critical for learning. Our study bridges the gap between cognitive differences and molecular mechanisms underlying brain function, providing foundation for new understanding what makes individual unique.
期刊介绍:
Neurobiology of Learning and Memory publishes articles examining the neurobiological mechanisms underlying learning and memory at all levels of analysis ranging from molecular biology to synaptic and neural plasticity and behavior. We are especially interested in manuscripts that examine the neural circuits and molecular mechanisms underlying learning, memory and plasticity in both experimental animals and human subjects.