首页 > 最新文献

Neuroscience最新文献

英文 中文
BDNF Val66Met polymorphism is linked to elevated levels of serotonin-transporter in the medial prefrontal cortex but not to altered eating behavior BDNF Val66Met多态性与内侧前额皮质血清素转运体水平升高有关,但与饮食行为改变无关
IF 2.8 3区 医学 Q2 NEUROSCIENCES Pub Date : 2026-05-07 Epub Date: 2026-03-07 DOI: 10.1016/j.neuroscience.2026.03.008
Anke McLeod , Michael Rullmann , Philipp Hinderberger , Yvonne Böttcher , Ines Müller , Mohammed K. Hankir , Georg-Alexander Becker , Matthias Blüher , Ralf Regenthal , Anja Hilbert , Osama Sabri , Swen Hesse
A single nucleotide polymorphism in the brain derived neurotrophic factor (BDNF)-encoding gene leads to diminished BDNF signaling resulting from Val66Met and has been linked to obesity. Previous imaging studies regarding the impact of BDNF Val66Met on the central serotonin system, which is involved in behavior, cognition and control of satiety, have not focused on body weight or food-intake related behavior. We revisited a cohort of thirty non-depressed individuals with obesity and 15 normal-weight controls. 29 obese and 13 controls underwent [11C]DASB positron emission tomography imaging of the serotonin transporter (5-HTT), Val66Met genotyping and behavioral assessment with the Three-Factor Eating Questionnaire (TFEQ), which measures cognitive restraint, disinhibition and hunger. Volume-of-interest analyses were used to examine the influence of BDNF Val66Met on 5-HTT binding potential (BPND), BMI, and questionnaire scores. Compared to the homozygous Val/Val genotype, Met-carriers showed a significant increase of 5-HTT BPND in the medial prefrontal cortex. The data did not support a BDNF Val66Met effect on TFEQ measures, especially not on cognitive restraint. However, the construct of disinhibition and hunger correlated positively with BMI in homozygous Val-carriers while cognitive restraint did not. This study, despite its small sample size, indicates a possible dampening effect of BDNF Val66Met on prefrontal cortical serotonergic tone.
脑源性神经营养因子(BDNF)编码基因的单核苷酸多态性导致由Val66Met引起的BDNF信号减少,并与肥胖有关。先前关于BDNF Val66Met对参与行为、认知和饱腹感控制的中枢血清素系统影响的影像学研究,并未关注体重或食物摄入相关行为。我们重新审视了30名肥胖的非抑郁个体和15名体重正常的对照组。29名肥胖者和13名对照组接受了[11C]DASB 5-羟色胺转运体(5-HTT)正电子发射断层成像、Val66Met基因分型和三因素进食问卷(TFEQ)的行为评估,该问卷测量认知约束、去抑制和饥饿感。使用兴趣量分析来检查BDNF Val66Met对5-HTT结合电位(BPND)、BMI和问卷评分的影响。与纯合子Val/Val基因型相比,met携带者内侧前额皮质5-HTT BPND显著增加。数据不支持BDNF Val66Met对TFEQ测量的影响,特别是对认知约束的影响。而纯合子val -携带者的去抑制构念和饥饿构念与BMI呈正相关,认知约束构念与BMI无显著正相关。本研究尽管样本量小,但表明BDNF Val66Met可能对前额皮质血清素能张力有抑制作用。
{"title":"BDNF Val66Met polymorphism is linked to elevated levels of serotonin-transporter in the medial prefrontal cortex but not to altered eating behavior","authors":"Anke McLeod ,&nbsp;Michael Rullmann ,&nbsp;Philipp Hinderberger ,&nbsp;Yvonne Böttcher ,&nbsp;Ines Müller ,&nbsp;Mohammed K. Hankir ,&nbsp;Georg-Alexander Becker ,&nbsp;Matthias Blüher ,&nbsp;Ralf Regenthal ,&nbsp;Anja Hilbert ,&nbsp;Osama Sabri ,&nbsp;Swen Hesse","doi":"10.1016/j.neuroscience.2026.03.008","DOIUrl":"10.1016/j.neuroscience.2026.03.008","url":null,"abstract":"<div><div>A single nucleotide polymorphism in the brain derived neurotrophic factor (BDNF)-encoding gene leads to diminished BDNF signaling resulting from Val66Met and has been linked to obesity. Previous imaging studies regarding the impact of BDNF Val66Met on the central serotonin system, which is involved in behavior, cognition and control of satiety, have not focused on body weight or food-intake related behavior. We revisited a cohort of thirty non-depressed individuals with obesity and 15 normal-weight controls. 29 obese and 13 controls underwent [<sup>11</sup>C]DASB positron emission tomography imaging of the serotonin transporter (5-HTT), Val66Met genotyping and behavioral assessment with the Three-Factor Eating Questionnaire (TFEQ), which measures cognitive restraint, disinhibition and hunger. Volume-of-interest analyses were used to examine the influence of BDNF Val66Met on 5-HTT binding potential (BP<sub>ND</sub>), BMI, and questionnaire scores. Compared to the homozygous Val/Val genotype, Met-carriers showed a significant increase of 5-HTT BP<sub>ND</sub> in the medial prefrontal cortex. The data did not support a BDNF Val66Met effect on TFEQ measures, especially not on cognitive restraint. However, the construct of disinhibition and hunger correlated positively with BMI in homozygous Val-carriers while cognitive restraint did not. This study, despite its small sample size, indicates a possible dampening effect of BDNF Val66Met on prefrontal cortical serotonergic tone.</div></div>","PeriodicalId":19142,"journal":{"name":"Neuroscience","volume":"601 ","pages":"Pages 148-154"},"PeriodicalIF":2.8,"publicationDate":"2026-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147387860","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Harmine and its derivatives: A promising multi-target therapeutic avenue for Alzheimer’s disease 鼠碱及其衍生物:阿尔茨海默病的一种有前途的多靶点治疗途径
IF 2.8 3区 医学 Q2 NEUROSCIENCES Pub Date : 2026-05-07 Epub Date: 2026-03-09 DOI: 10.1016/j.neuroscience.2026.03.006
Xue Shen , Xiaoyu Dong , Jianfei Nao
Alzheimer’s disease (AD) is a complex neurodegenerative disorder characterized by β-amyloid (Aβ) deposition, tau hyperphosphorylation, neuroinflammation, and cholinergic dysfunction. Currently, no disease-modifying drugs are available, and existing symptomatic treatments offer limited efficacy while posing safety concerns, highlighting the urgent need for multi‑target therapeutic strategies. The natural β‑carboline alkaloid harmine has attracted considerable attention due to its favorable blood–brain barrier penetration and multi‑target profile. Accumulating preclinical evidence indicates that harmine can concurrently modulate several core pathological processes of AD. Mechanistically, it potently inhibits dual‑specificity tyrosine phosphorylation‑regulated kinase 1A (DYRK1A), thereby reducing tau hyperphosphorylation, suppressing aberrant amyloid precursor protein processing, and enhancing neprilysin‑mediated Aβ clearance. Concurrently, harmine attenuates neuroinflammation via negative regulation of the Toll-like receptor 4 (TLR4)/nuclear factor kappa B (NF‑κB) and NOD-like receptor family pyrin domain containing 3 (NLRP3) inflammasome pathways, improves cholinergic neurotransmission through acetylcholinesterase inhibition, and alleviates glutamate excitotoxicity by upregulating astrocytic glutamate transporter 1/excitatory amino acid transporter 2 (GLT-1/EAAT2) expression. Structurally optimized harmine derivatives have demonstrated enhanced dual inhibitory activity and improved cognitive outcomes in preclinical models. Despite these promising findings, challenges such as pharmacokinetic limitations, insufficient target selectivity, and a lack of clinical data remain. In conclusion, the harmine scaffold represents a mechanistically grounded and promising direction for the development of multi‑target therapeutics for AD.
阿尔茨海默病(AD)是一种复杂的神经退行性疾病,以β-淀粉样蛋白(a β)沉积、tau蛋白过度磷酸化、神经炎症和胆碱能功能障碍为特征。目前,没有疾病改善药物可用,现有的对症治疗效果有限,同时存在安全性问题,突出了对多靶点治疗策略的迫切需要。天然β -碳碱生物碱因其良好的血脑屏障穿透性和多靶点特性而受到广泛关注。越来越多的临床前证据表明,伤害碱可以同时调节阿尔茨海默病的几个核心病理过程。在机制上,它能有效抑制双特异性酪氨酸磷酸化调节激酶1A (DYRK1A),从而减少tau过度磷酸化,抑制异常淀粉样蛋白前体蛋白加工,并增强neprilysin介导的Aβ清除。同时,毒碱通过负调控toll样受体4 (TLR4)/核因子κB (NF - κB)和nod样受体家族pyrin domain containing 3 (NLRP3)炎症小体通路减轻神经炎症,通过抑制乙酰胆碱酯酶改善胆碱能神经传递,通过上调星形细胞谷氨酸转运蛋白1/兴奋性氨基酸转运蛋白2 (GLT-1/EAAT2)表达减轻谷氨酸兴奋毒性。结构优化的伤害碱衍生物在临床前模型中表现出增强的双重抑制活性和改善的认知结果。尽管这些有希望的发现,挑战,如药代动力学的限制,目标选择性不足,缺乏临床数据仍然存在。总之,毒蜂碱支架代表了一个有机械基础和有前途的方向,为发展多靶点治疗阿尔茨海默病。
{"title":"Harmine and its derivatives: A promising multi-target therapeutic avenue for Alzheimer’s disease","authors":"Xue Shen ,&nbsp;Xiaoyu Dong ,&nbsp;Jianfei Nao","doi":"10.1016/j.neuroscience.2026.03.006","DOIUrl":"10.1016/j.neuroscience.2026.03.006","url":null,"abstract":"<div><div>Alzheimer’s disease (AD) is a complex neurodegenerative disorder characterized by β-amyloid (Aβ) deposition, tau hyperphosphorylation, neuroinflammation, and cholinergic dysfunction. Currently, no disease-modifying drugs are available, and existing symptomatic treatments offer limited efficacy while posing safety concerns, highlighting the urgent need for multi‑target therapeutic strategies. The natural β‑carboline alkaloid harmine has attracted considerable attention due to its favorable blood–brain barrier penetration and multi‑target profile. Accumulating preclinical evidence indicates that harmine can concurrently modulate several core pathological processes of AD. Mechanistically, it potently inhibits dual‑specificity tyrosine phosphorylation‑regulated kinase 1A (DYRK1A), thereby reducing tau hyperphosphorylation, suppressing aberrant amyloid precursor protein processing, and enhancing neprilysin‑mediated Aβ clearance. Concurrently, harmine attenuates neuroinflammation via negative regulation of the Toll-like receptor 4 (TLR4)/nuclear factor kappa B (NF‑κB) and NOD-like receptor family pyrin domain containing 3 (NLRP3) inflammasome pathways, improves cholinergic neurotransmission through acetylcholinesterase inhibition, and alleviates glutamate excitotoxicity by upregulating astrocytic glutamate transporter 1/excitatory amino acid transporter 2 (GLT-1/EAAT2) expression. Structurally optimized harmine derivatives have demonstrated enhanced dual inhibitory activity and improved cognitive outcomes in preclinical models. Despite these promising findings, challenges such as pharmacokinetic limitations, insufficient target selectivity, and a lack of clinical data remain. In conclusion, the harmine scaffold represents a mechanistically grounded and promising direction for the development of multi‑target therapeutics for AD.</div></div>","PeriodicalId":19142,"journal":{"name":"Neuroscience","volume":"601 ","pages":"Pages 155-168"},"PeriodicalIF":2.8,"publicationDate":"2026-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147387813","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Glutamate chemical exchange saturation transfer imaging reveals cerebellar glutamatergic alterations in Parkinson’s disease subtypes 谷氨酸化学交换饱和转移成像揭示帕金森病亚型小脑谷氨酸能改变。
IF 2.8 3区 医学 Q2 NEUROSCIENCES Pub Date : 2026-05-07 Epub Date: 2026-02-12 DOI: 10.1016/j.neuroscience.2026.02.017
Minglong Li , Rong Guo , Miaomiao Liu , LuMeng Xu , Hongyu Ning , Jing Wang , Quanyuan Liu , Xianglin Li , Hongcai Wang
Glutamate accumulation linked to Parkinson’s disease (PD) pathogenesis. While glutamate chemical exchange saturation transfer (GluCEST) imaging has been applied in various CNS disorders, its utility in PD remains underexplored. This study investigated the clinical relevance of dentate nucleus and cerebellar hemisphere glutamate levels across PD motor subtypes. We enrolled 36 resting-tremor predominant PD (PDRT), 33 akinetic-rigid predominant PD (PDAR), and 40 healthy controls (HCs). GluCEST data were quantified via magnetization-transfer-ratio asymmetry (MTRasym) analysis, with four regions of interest (ROIs) manually delineated. Cerebellar volumetry was derived using the SUIT atlas. Results demonstrated significantly elevated MTRasym values in the dentate nucleus and cerebellar hemisphere of PDRT patients (*p*<0.05), indicative of increased glutamate concentrations. Concurrently, PDRT exhibited reduced cerebellar volumes compared to HCs, whereas PDAR showed no significant volumetric differences. These findings establish GluCEST as a sensitive, non-invasive biomarker for cerebellar glutamatergic pathology in PD. The subtype-specific metabolic disturbances imply distinct etiological mechanisms underlying tremor-dominant and akinetic-rigid phenotypes.
谷氨酸积累与帕金森病(PD)发病机制有关。虽然谷氨酸化学交换饱和转移(GluCEST)成像已应用于各种中枢神经系统疾病,但其在PD中的应用仍未得到充分探索。本研究探讨了齿状核和小脑半球谷氨酸水平在PD运动亚型中的临床相关性。我们招募了36例静息性震颤为主的PD (PDRT), 33例动刚性为主的PD (PDAR)和40例健康对照(hc)。葡萄糖测试数据通过磁化传输比不对称(MTRasym)分析进行量化,并人工划定了四个兴趣区域(roi)。小脑容量测定采用SUIT图谱。结果显示,PDRT患者齿状核和小脑半球的MTRasym值显著升高(*p*)
{"title":"Glutamate chemical exchange saturation transfer imaging reveals cerebellar glutamatergic alterations in Parkinson’s disease subtypes","authors":"Minglong Li ,&nbsp;Rong Guo ,&nbsp;Miaomiao Liu ,&nbsp;LuMeng Xu ,&nbsp;Hongyu Ning ,&nbsp;Jing Wang ,&nbsp;Quanyuan Liu ,&nbsp;Xianglin Li ,&nbsp;Hongcai Wang","doi":"10.1016/j.neuroscience.2026.02.017","DOIUrl":"10.1016/j.neuroscience.2026.02.017","url":null,"abstract":"<div><div>Glutamate accumulation linked to Parkinson’s disease (PD) pathogenesis. While glutamate chemical exchange saturation transfer (GluCEST) imaging has been applied in various CNS disorders, its utility in PD remains underexplored. This study investigated the clinical relevance of dentate nucleus and cerebellar hemisphere glutamate levels across PD motor subtypes. We enrolled 36 resting-tremor predominant PD (PDRT), 33 akinetic-rigid predominant PD (PDAR), and 40 healthy controls (HCs). GluCEST data were quantified via magnetization-transfer-ratio asymmetry (MTR<sub>asym</sub>) analysis, with four regions of interest (ROIs) manually delineated. Cerebellar volumetry was derived using the SUIT atlas. Results demonstrated significantly elevated MTR<sub>asym</sub> values in the dentate nucleus and cerebellar hemisphere of PDRT patients (*p*&lt;0.05), indicative of increased glutamate concentrations. Concurrently, PDRT exhibited reduced cerebellar volumes compared to HCs, whereas PDAR showed no significant volumetric differences. These findings establish GluCEST as a sensitive, non-invasive biomarker for cerebellar glutamatergic pathology in PD. The subtype-specific metabolic disturbances imply distinct etiological mechanisms underlying tremor-dominant and akinetic-rigid phenotypes.</div></div>","PeriodicalId":19142,"journal":{"name":"Neuroscience","volume":"601 ","pages":"Pages 58-68"},"PeriodicalIF":2.8,"publicationDate":"2026-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146195342","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Maternal immune activation impairs neurodevelopment in offspring via ASK1/MAPK-mediated apoptotic disruption during early development 母体免疫激活通过ASK1/ mapk介导的早期发育过程中的凋亡破坏损害后代的神经发育。
IF 2.8 3区 医学 Q2 NEUROSCIENCES Pub Date : 2026-05-07 Epub Date: 2026-02-21 DOI: 10.1016/j.neuroscience.2026.02.034
Shiyu Wang , Kangqi Zhao , Zhen Li , Peiling Shi , Yi Deng , Qing Liu , Yongfeng Yang , Chuansheng Wang , Jie Li , Yuanbo Li , Luxain Lv , Wenqiang Li

Objective

The neurodevelopmental hypothesis of schizophrenia posits that early brain developmental abnormalities constitute its core pathological basis. However, the mechanisms by which environmental risk factors regulate specific molecular pathways, leading to long-term behavioral abnormalities, remain incompletely elucidated. This study aims to investigate whether maternal immune activation (MIA) disrupts the ASK1/MAPK signaling pathway in offspring during early development, alters neuronal apoptosis homeostasis, and ultimately mediates the emergence of schizophrenia-like phenotypes.

Methods

A MIA rat model was established. In offspring, at multiple postnatal developmental time points (P1, P7, P14, P21), the protein expression and phosphorylation levels of ASK1, p-p38, and p-JNK in the hippocampus and prefrontal cortex were detected. Additionally, the expression of apoptosis-related proteins Bax and Bcl-2 was measured. Neuronal structure was assessed using Nissl staining, and behavioral tests were performed.

Results

MIA offspring exhibited anxiety-like behaviors, cognitive deficits, and sensory gating impairments. The ASK1/MAPK pathway demonstrated spatiotemporal-specific disturbances: hippocampal ASK1 activity showed a triphasic dynamic abnormality, while the prefrontal cortex displayed biphasic suppression. These pathway disruptions were closely associated with brain region-specific imbalances in apoptosis homeostasis. The Bax/Bcl-2 ratio in the prefrontal cortex exhibited biphasic oscillations, whereas the hippocampus showed selective suppression of apoptotic activity at P7 and P21. Nissl staining further confirmed neuronal structural damage in MIA offspring.

Conclusion

This study first demonstrates that MIA induces spatiotemporal-specific ASK1/MAPK pathway disturbances, thereby altering neuronal apoptosis homeostasis during development and ultimately leading to neuronal structural damage and schizophrenia-like behavioral phenotypes. The differential mechanisms observed in the hippocampus and prefrontal cortex in response to MIA provide new experimental evidence for understanding the neurodevelopmental origins of schizophrenia, suggesting that the ASK1/MAPK pathway may serve as a critical bridge connecting early environmental stress with long-term neuropsychopathological phenotypes.
目的:精神分裂症的神经发育假说认为早期脑发育异常是其核心病理基础。然而,环境风险因素调节导致长期行为异常的特定分子途径的机制仍未完全阐明。本研究旨在探讨母体免疫激活(MIA)是否在后代早期发育过程中破坏ASK1/MAPK信号通路,改变神经元凋亡稳态,并最终介导精神分裂症样表型的出现。方法:建立MIA大鼠模型。在子代中,在出生后多个发育时间点(P1, P7, P14, P21),检测海马和前额皮质中ASK1, p-p38和p-JNK的蛋白表达和磷酸化水平。同时检测凋亡相关蛋白Bax和Bcl-2的表达。使用尼氏染色评估神经元结构,并进行行为测试。结果:MIA后代表现出焦虑样行为、认知缺陷和感觉门控损伤。ASK1/MAPK通路表现出时空特异性干扰:海马ASK1活性表现为三相动态异常,而前额叶皮层表现为双相抑制。这些通路中断与凋亡内稳态中脑区域特异性失衡密切相关。前额叶皮层的Bax/Bcl-2比值呈现双相振荡,而海马P7和P21的凋亡活性表现出选择性抑制。尼氏染色进一步证实了MIA子代的神经元结构损伤。结论:本研究首次证明MIA可诱导时空特异性ASK1/MAPK通路紊乱,从而改变发育过程中神经元凋亡稳态,最终导致神经元结构损伤和精神分裂症样行为表型。海马和前额叶皮层对MIA的不同反应机制为理解精神分裂症的神经发育起源提供了新的实验证据,表明ASK1/MAPK通路可能是连接早期环境应激与长期神经精神病理表型的关键桥梁。
{"title":"Maternal immune activation impairs neurodevelopment in offspring via ASK1/MAPK-mediated apoptotic disruption during early development","authors":"Shiyu Wang ,&nbsp;Kangqi Zhao ,&nbsp;Zhen Li ,&nbsp;Peiling Shi ,&nbsp;Yi Deng ,&nbsp;Qing Liu ,&nbsp;Yongfeng Yang ,&nbsp;Chuansheng Wang ,&nbsp;Jie Li ,&nbsp;Yuanbo Li ,&nbsp;Luxain Lv ,&nbsp;Wenqiang Li","doi":"10.1016/j.neuroscience.2026.02.034","DOIUrl":"10.1016/j.neuroscience.2026.02.034","url":null,"abstract":"<div><h3>Objective</h3><div>The neurodevelopmental hypothesis of schizophrenia posits that early brain developmental abnormalities constitute its core pathological basis. However, the mechanisms by which environmental risk factors regulate specific molecular pathways, leading to long-term behavioral abnormalities, remain incompletely elucidated. This study aims to investigate whether maternal immune activation (MIA) disrupts the ASK1/MAPK signaling pathway in offspring during early development, alters neuronal apoptosis homeostasis, and ultimately mediates the emergence of schizophrenia-like phenotypes.</div></div><div><h3>Methods</h3><div>A MIA rat model was established. In offspring, at multiple postnatal developmental time points (P1, P7, P14, P21), the protein expression and phosphorylation levels of ASK1, p-p38, and p-JNK in the hippocampus and prefrontal cortex were detected. Additionally, the expression of apoptosis-related proteins Bax and Bcl-2 was measured. Neuronal structure was assessed using Nissl staining, and behavioral tests were performed.</div></div><div><h3>Results</h3><div>MIA offspring exhibited anxiety-like behaviors, cognitive deficits, and sensory gating impairments. The ASK1/MAPK pathway demonstrated spatiotemporal-specific disturbances: hippocampal ASK1 activity showed a triphasic dynamic abnormality, while the prefrontal cortex displayed biphasic suppression. These pathway disruptions were closely associated with brain region-specific imbalances in apoptosis homeostasis. The Bax/Bcl-2 ratio in the prefrontal cortex exhibited biphasic oscillations, whereas the hippocampus showed selective suppression of apoptotic activity at P7 and P21. Nissl staining further confirmed neuronal structural damage in MIA offspring.</div></div><div><h3>Conclusion</h3><div>This study first demonstrates that MIA induces spatiotemporal-specific ASK1/MAPK pathway disturbances, thereby altering neuronal apoptosis homeostasis during development and ultimately leading to neuronal structural damage and schizophrenia-like behavioral phenotypes. The differential mechanisms observed in the hippocampus and prefrontal cortex in response to MIA provide new experimental evidence for understanding the neurodevelopmental origins of schizophrenia, suggesting that the ASK1/MAPK pathway may serve as a critical bridge connecting early environmental stress with long-term neuropsychopathological phenotypes.</div></div>","PeriodicalId":19142,"journal":{"name":"Neuroscience","volume":"601 ","pages":"Pages 14-28"},"PeriodicalIF":2.8,"publicationDate":"2026-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147276671","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effects of different exercise modalities on four major neurodegenerative diseases and their molecular mechanisms 不同运动方式对四种主要神经退行性疾病的影响及其分子机制
IF 2.8 3区 医学 Q2 NEUROSCIENCES Pub Date : 2026-05-07 Epub Date: 2026-03-06 DOI: 10.1016/j.neuroscience.2026.03.001
Shuo Wang , Yuqing Wei , Yongbiao Li , Hong Qing , Yan Yan , Yong Cheng
Neurodegenerative diseases are marked by progressive neuronal damage and currently lack a cure. Recently, exercise has emerged as a promising non-pharmacological approach to potentially slow disease progression and enhance cognitive function. This narrative review summarizes the effects of various exercise modalities—including aerobic exercise, resistance training, and balance training—on four major neurodegenerative diseases (Alzheimer’s disease, Parkinson’s disease, Huntington’s disease, and spinocerebellar ataxia), as well as their underlying molecular mechanisms. Evidence from existing studies suggests that aerobic exercise activates the AMPK/PGC-1α signaling pathway, promoting mitochondrial biogenesis and supporting astrocyte function, which in turn reduces β-amyloid accumulation and neuroinflammation. Resistance and balance training primarily improve muscle strength and coordination, leading to better motor performance and quality of life. Additionally, exercise modulates the release of neurotrophic factors, enhancing synaptic plasticity and neurogenesis. The review also discusses optimal exercise protocols tailored to specific diseases, providing a foundation for clinical application and future research. Moving forward, studies should focus on personalized exercise regimens and long-term outcomes to maximize the benefits of non-pharmacological interventions in neurodegenerative diseases.
神经退行性疾病以进行性神经元损伤为特征,目前尚无治疗方法。最近,运动已经成为一种有希望的非药物方法,可以潜在地减缓疾病进展并增强认知功能。本文综述了各种运动方式——包括有氧运动、阻力训练和平衡训练——对四种主要神经退行性疾病(阿尔茨海默病、帕金森病、亨廷顿病和脊髓小脑性共济失调)的影响及其潜在的分子机制。现有研究证据表明,有氧运动激活AMPK/PGC-1α信号通路,促进线粒体生物发生,支持星形胶质细胞功能,从而减少β-淀粉样蛋白积累和神经炎症。阻力和平衡训练主要是提高肌肉力量和协调能力,从而提高运动表现和生活质量。此外,运动调节神经营养因子的释放,增强突触可塑性和神经发生。本文还讨论了针对特定疾病的最佳运动方案,为临床应用和未来的研究提供了基础。下一步,研究应该集中在个性化的运动方案和长期结果上,以最大限度地提高非药物干预对神经退行性疾病的益处。
{"title":"Effects of different exercise modalities on four major neurodegenerative diseases and their molecular mechanisms","authors":"Shuo Wang ,&nbsp;Yuqing Wei ,&nbsp;Yongbiao Li ,&nbsp;Hong Qing ,&nbsp;Yan Yan ,&nbsp;Yong Cheng","doi":"10.1016/j.neuroscience.2026.03.001","DOIUrl":"10.1016/j.neuroscience.2026.03.001","url":null,"abstract":"<div><div>Neurodegenerative diseases are marked by progressive neuronal damage and currently lack a cure. Recently, exercise has emerged as a promising non-pharmacological approach to potentially slow disease progression and enhance cognitive function. This narrative review summarizes the effects of various exercise modalities—including aerobic exercise, resistance training, and balance training—on four major neurodegenerative diseases (Alzheimer’s disease, Parkinson’s disease, Huntington’s disease, and spinocerebellar ataxia), as well as their underlying molecular mechanisms. Evidence from existing studies suggests that aerobic exercise activates the AMPK/PGC-1α signaling pathway, promoting mitochondrial biogenesis and supporting astrocyte function, which in turn reduces β-amyloid accumulation and neuroinflammation. Resistance and balance training primarily improve muscle strength and coordination, leading to better motor performance and quality of life. Additionally, exercise modulates the release of neurotrophic factors, enhancing synaptic plasticity and neurogenesis. The review also discusses optimal exercise protocols tailored to specific diseases, providing a foundation for clinical application and future research. Moving forward, studies should focus on personalized exercise regimens and long-term outcomes to maximize the benefits of non-pharmacological interventions in neurodegenerative diseases.</div></div>","PeriodicalId":19142,"journal":{"name":"Neuroscience","volume":"601 ","pages":"Pages 121-135"},"PeriodicalIF":2.8,"publicationDate":"2026-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147377980","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The effects of physical exercise on inflammation-induced maladaptive neuroplasticity in post-traumatic headache 体育锻炼对创伤后头痛患者炎症性神经可塑性不良的影响
IF 2.8 3区 医学 Q2 NEUROSCIENCES Pub Date : 2026-05-07 Epub Date: 2026-03-09 DOI: 10.1016/j.neuroscience.2026.03.007
Fernando da Silva Fiorin , Man-Kyo Chung
Post-traumatic headache (PTH) lack effective treatment due to the wide variety of possible brain damage that can occur, as well as the neural mechanisms of pain. However, immunity and maladaptive plasticity are involved in many hyperalgesia states, including secondary headaches. While analgesic drugs can act on specific molecular pathways, headaches involve a complex system of pain. Physical exercise can be a potent nonpharmacological modulator of the immune system and is known to play an important role in neural plasticity. However, further studies are needed to better understand the beneficial effects of physical exercise on secondary headaches and how physical exercise, the immune system, and plasticity interact with PTH. Here, we examine how immune system–induced neuroplasticity contributes to headache pathophysiology and how physical exercise might reverse these maladaptive changes.
由于各种可能发生的脑损伤以及疼痛的神经机制,创伤后头痛(PTH)缺乏有效治疗。然而,许多痛觉过敏状态,包括继发性头痛,都与免疫和适应性不良有关。虽然止痛药物可以作用于特定的分子途径,但头痛涉及一个复杂的疼痛系统。体育锻炼可以是免疫系统的一种有效的非药物调节剂,并且已知在神经可塑性中起重要作用。然而,需要进一步的研究来更好地了解体育锻炼对继发性头痛的有益作用,以及体育锻炼、免疫系统和可塑性如何与甲状旁腺激素相互作用。在这里,我们研究了免疫系统诱导的神经可塑性如何促进头痛病理生理学,以及体育锻炼如何逆转这些不适应的变化。
{"title":"The effects of physical exercise on inflammation-induced maladaptive neuroplasticity in post-traumatic headache","authors":"Fernando da Silva Fiorin ,&nbsp;Man-Kyo Chung","doi":"10.1016/j.neuroscience.2026.03.007","DOIUrl":"10.1016/j.neuroscience.2026.03.007","url":null,"abstract":"<div><div>Post-traumatic headache (PTH) lack effective treatment due to the wide variety of possible brain damage that can occur, as well as the neural mechanisms of pain. However, immunity and maladaptive plasticity are involved in many hyperalgesia states, including secondary headaches. While analgesic drugs can act on specific molecular pathways, headaches involve a complex system of pain. Physical exercise can be a potent nonpharmacological modulator of the immune system and is known to play an important role in neural plasticity. However, further studies are needed to better understand the beneficial effects of physical exercise on secondary headaches and how physical exercise, the immune system, and plasticity interact with PTH. Here, we examine how immune system–induced neuroplasticity contributes to headache pathophysiology and how physical exercise might reverse these maladaptive changes.</div></div>","PeriodicalId":19142,"journal":{"name":"Neuroscience","volume":"601 ","pages":"Pages 104-120"},"PeriodicalIF":2.8,"publicationDate":"2026-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147388301","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Inner ear transplantation of cochlear progenitor cells restores acute sensorineural hearing loss 耳蜗祖细胞内耳移植修复急性感音神经性听力损失。
IF 2.8 3区 医学 Q2 NEUROSCIENCES Pub Date : 2026-05-07 Epub Date: 2026-02-28 DOI: 10.1016/j.neuroscience.2026.02.046
Shan Liu , Rui Li , Fei Wang , Yan Wang , Ke Liu
To investigate whether cochlear progenitor cell transplantation into the inner ear can restore kanamycin-induced acute ototoxic sensorineural hearing loss, we established an acute ototoxic injury model via intraperitoneal injection of kanamycin and a diuretic. Cell transplantation was performed on the fifth day after model establishment. Two weeks post-transplantation, auditory brainstem response (ABR) testing assessed hearing recovery in mice. Subsequently, immunofluorescence staining of mouse cochleae analyzed the distribution and engraftment of transplanted cochlear stem cells within the inner ear. Results demonstrated that kanamycin caused acute loss of outer hair cells while significantly elevating hearing thresholds. Following cell transplantation, cochlear progenitor cells predominantly distributed in the scala tympani beneath the basilar membrane, with a small number colonizing the scala media. Concurrently, hearing thresholds partially recovered in transplanted mice. Collectively, these findings demonstrate that transplanted cochlear progenitor cells can survive and colonize within the cochlea, partially restoring hearing in mice with acute ototoxic damage.
为了研究耳蜗祖细胞内耳移植是否能恢复卡那霉素诱导的急性耳毒性感音神经性听力损失,我们通过腹腔注射卡那霉素和利尿剂建立急性耳毒性损伤模型。造模后第5天进行细胞移植。移植后两周,听觉脑干反应(ABR)测试评估小鼠的听力恢复情况。随后对小鼠耳蜗进行免疫荧光染色,分析移植耳蜗干细胞在内耳内的分布和植入情况。结果表明,卡那霉素引起急性外毛细胞损失,同时显著提高听力阈值。细胞移植后,耳蜗祖细胞主要分布在基底膜下的鼓膜内,少量分布在鼓膜介质中。同时,移植小鼠的听力阈值部分恢复。总的来说,这些发现表明,移植的耳蜗祖细胞可以在耳蜗内存活并定植,部分恢复急性耳毒性损伤小鼠的听力。
{"title":"Inner ear transplantation of cochlear progenitor cells restores acute sensorineural hearing loss","authors":"Shan Liu ,&nbsp;Rui Li ,&nbsp;Fei Wang ,&nbsp;Yan Wang ,&nbsp;Ke Liu","doi":"10.1016/j.neuroscience.2026.02.046","DOIUrl":"10.1016/j.neuroscience.2026.02.046","url":null,"abstract":"<div><div>To investigate whether cochlear progenitor cell transplantation into the inner ear can restore kanamycin-induced acute ototoxic sensorineural hearing loss, we established an acute ototoxic injury model via intraperitoneal injection of kanamycin and a diuretic. Cell transplantation was performed on the fifth day after model establishment. Two weeks post-transplantation, auditory brainstem response (ABR) testing assessed hearing recovery in mice. Subsequently, immunofluorescence staining of mouse cochleae analyzed the distribution and engraftment of transplanted cochlear stem cells within the inner ear. Results demonstrated that kanamycin caused acute loss of outer hair cells while significantly elevating hearing thresholds. Following cell transplantation, cochlear progenitor cells predominantly distributed in the scala tympani beneath the basilar membrane, with a small number colonizing the scala media. Concurrently, hearing thresholds partially recovered in transplanted mice. Collectively, these findings demonstrate that transplanted cochlear progenitor cells can survive and colonize within the cochlea, partially restoring hearing in mice with acute ototoxic damage.</div></div>","PeriodicalId":19142,"journal":{"name":"Neuroscience","volume":"601 ","pages":"Pages 37-44"},"PeriodicalIF":2.8,"publicationDate":"2026-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147344474","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
In silico neuronal morphology classification: A systematic review 计算机神经元形态分类:系统综述。
IF 2.8 3区 医学 Q2 NEUROSCIENCES Pub Date : 2026-05-07 Epub Date: 2026-02-28 DOI: 10.1016/j.neuroscience.2026.02.044
Fábio Lobato , Jéssica Leite , Antonio Jacob Jr. , Roberto Santana
Advances in connectomics and the characterization of neuronal diversity have been fundamental to understanding how the brain works. Defining a taxonomy is still challenging and requires complex computational methods. In this paper, we present a systematic review of the state-of-the-art methods for neuronal morphology classification, shedding light on trends and future directions. We address three core research questions: (1) What computational methods are used to classify neuronal morphologies? (2) What kind of representation do the classification models work on? (3) How are the classification models evaluated? We applied a structured protocol including peer-reviewed studies published since 2018. We collected 840 papers from five databases, published between 2018 and 2024. We assessed risk of bias using predefined quality criteria on study design, methodology, and reporting; 35 studies met these standards and were included to extract information and consolidate the results. The results show that Artificial Neural Networks are currently the main method for classifying neurons based on morphometric features (21 papers). Representations based on microscopy images for extracting morphometric features (30) are commonly used. Accuracy (29) is the predominant evaluation measure. Our research findings contribute to the body of knowledge by providing an up-to-date perspective on neuronal classification, which can guide future research in neuroscience and related fields.
连接组学和神经元多样性表征的进展是理解大脑如何工作的基础。定义分类法仍然具有挑战性,并且需要复杂的计算方法。在本文中,我们提出了一个系统的回顾,最先进的方法神经元形态分类,揭示趋势和未来的方向。我们解决了三个核心研究问题:(1)使用什么计算方法对神经元形态进行分类?(2)分类模型处理的是哪种表示?(3)如何评价分类模型?我们采用了结构化方案,包括自2018年以来发表的同行评审研究。我们从五个数据库中收集了840篇论文,发表于2018年至2024年之间。我们使用预先确定的研究设计、方法和报告的质量标准评估偏倚风险;35项研究符合这些标准,并纳入以提取信息和巩固结果。结果表明,人工神经网络是目前基于形态特征对神经元进行分类的主要方法(21篇论文)。通常使用基于显微镜图像的表示来提取形态特征(30)。准确性(29)是主要的评价指标。我们的研究成果为神经元分类提供了一个最新的视角,为神经科学和相关领域的未来研究提供了指导。
{"title":"In silico neuronal morphology classification: A systematic review","authors":"Fábio Lobato ,&nbsp;Jéssica Leite ,&nbsp;Antonio Jacob Jr. ,&nbsp;Roberto Santana","doi":"10.1016/j.neuroscience.2026.02.044","DOIUrl":"10.1016/j.neuroscience.2026.02.044","url":null,"abstract":"<div><div>Advances in connectomics and the characterization of neuronal diversity have been fundamental to understanding how the brain works. Defining a taxonomy is still challenging and requires complex computational methods. In this paper, we present a systematic review of the state-of-the-art methods for neuronal morphology classification, shedding light on trends and future directions. We address three core research questions: (1) What computational methods are used to classify neuronal morphologies? (2) What kind of representation do the classification models work on? (3) How are the classification models evaluated? We applied a structured protocol including peer-reviewed studies published since 2018. We collected 840 papers from five databases, published between 2018 and 2024. We assessed risk of bias using predefined quality criteria on study design, methodology, and reporting; 35 studies met these standards and were included to extract information and consolidate the results. The results show that Artificial Neural Networks are currently the main method for classifying neurons based on morphometric features (21 papers). Representations based on microscopy images for extracting morphometric features (30) are commonly used. Accuracy (29) is the predominant evaluation measure. Our research findings contribute to the body of knowledge by providing an up-to-date perspective on neuronal classification, which can guide future research in neuroscience and related fields.</div></div>","PeriodicalId":19142,"journal":{"name":"Neuroscience","volume":"601 ","pages":"Pages 83-103"},"PeriodicalIF":2.8,"publicationDate":"2026-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147343623","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Trained immunity in neuroinflammation: emerging evidence, clinical perspectives, and future directions 神经炎症中的训练免疫:新证据、临床观点和未来方向。
IF 2.8 3区 医学 Q2 NEUROSCIENCES Pub Date : 2026-05-07 Epub Date: 2026-03-03 DOI: 10.1016/j.neuroscience.2026.02.047
Enis Guso , Alessia Lupoli , Emanuele Olivieri , Alessia Bottoni , Maira Gironi , Davide M. Missarelli , Ahmed T. Toosy , Elena Rossi , Roberto Furlan
Trained immunity is the ability of the innate immune system to mount a heightened response to an environmental stimulus after a previous encounter with a noxious trigger. This effect is mediated by metabolic rewiring and epigenetic reprogramming in innate immune cells. In the context of neuroinflammation, trained immunity may represent a major contributor to the pathogenesis of neurological diseases, exerting both detrimental and potentially beneficial effects. While the general mechanisms and systemic implications of trained immunity are widely discussed, evidence in central nervous system (CNS) diseases remains fragmented and largely confined to individual pathological conditions. As a result, a comprehensive framework integrating these findings and identifying shared mechanisms across neurological disorders is still lacking. In this review, we explore the concept of trained immunity with a focus on neuroinflammatory and neurodegenerative diseases, synthetizing evidence from multiple CNS pathologies, including multiple sclerosis, Alzheimer’s disease, Parkinson’s disease, and cerebrovascular disorders. We first critically examine preclinical and experimental studies addressing innate immune memory in the CNS and subsequently integrate these findings with emerging clinical evidence, aiming to identify convergent mechanisms and disease-relevant immune memory signatures. Finally, we discuss potential therapeutic targets identified in preclinical settings and outline key unresolved issues, including the nature of triggering stimuli, thresholds, and temporal dynamics shaping innate immune memory in the CNS. By highlighting current limitations and defining critical questions for future research, this review presents a unifying perspective on trained immunity in neurological diseases and underscores the translational potential to modulate neuroinflammation and to influence disease progression.
训练免疫是先天免疫系统在先前遇到有害刺激物后对环境刺激产生更高反应的能力。这种效应是由先天免疫细胞的代谢重布线和表观遗传重编程介导的。在神经炎症的背景下,训练有素的免疫可能是神经疾病发病机制的主要贡献者,发挥有害和潜在有益的作用。虽然训练免疫的一般机制和系统影响被广泛讨论,但中枢神经系统(CNS)疾病的证据仍然支离破碎,并且主要局限于个体病理状况。因此,仍然缺乏一个综合这些发现并确定神经系统疾病共享机制的综合框架。在这篇综述中,我们探讨了训练免疫的概念,重点是神经炎症和神经退行性疾病,综合了多种中枢神经系统病理的证据,包括多发性硬化症、阿尔茨海默病、帕金森病和脑血管疾病。我们首先严格检查临床前和实验研究,解决中枢神经系统先天免疫记忆,随后将这些发现与新出现的临床证据相结合,旨在确定趋同机制和疾病相关的免疫记忆特征。最后,我们讨论了在临床前确定的潜在治疗靶点,并概述了关键的未解决的问题,包括触发刺激的性质,阈值,以及在中枢神经系统中形成先天免疫记忆的时间动态。通过强调当前的局限性和确定未来研究的关键问题,本综述提出了神经系统疾病中训练免疫的统一观点,并强调了调节神经炎症和影响疾病进展的转化潜力。
{"title":"Trained immunity in neuroinflammation: emerging evidence, clinical perspectives, and future directions","authors":"Enis Guso ,&nbsp;Alessia Lupoli ,&nbsp;Emanuele Olivieri ,&nbsp;Alessia Bottoni ,&nbsp;Maira Gironi ,&nbsp;Davide M. Missarelli ,&nbsp;Ahmed T. Toosy ,&nbsp;Elena Rossi ,&nbsp;Roberto Furlan","doi":"10.1016/j.neuroscience.2026.02.047","DOIUrl":"10.1016/j.neuroscience.2026.02.047","url":null,"abstract":"<div><div>Trained immunity is the ability of the innate immune system to mount a heightened response to an environmental stimulus after a previous encounter with a noxious trigger. This effect is mediated by metabolic rewiring and epigenetic reprogramming in innate immune cells. In the context of neuroinflammation, trained immunity may represent a major contributor to the pathogenesis of neurological diseases, exerting both detrimental and potentially beneficial effects. While the general mechanisms and systemic implications of trained immunity are widely discussed, evidence in central nervous system (CNS) diseases remains fragmented and largely confined to individual pathological conditions. As a result, a comprehensive framework integrating these findings and identifying shared mechanisms across neurological disorders is still lacking. In this review, we explore the concept of trained immunity with a focus on neuroinflammatory and neurodegenerative diseases, synthetizing evidence from multiple CNS pathologies, including multiple sclerosis, Alzheimer’s disease, Parkinson’s disease, and cerebrovascular disorders. We first critically examine preclinical and experimental studies addressing innate immune memory in the CNS and subsequently integrate these findings with emerging clinical evidence, aiming to identify convergent mechanisms and disease-relevant immune memory signatures. Finally, we discuss potential therapeutic targets identified in preclinical settings and outline key unresolved issues, including the nature of triggering stimuli, thresholds, and temporal dynamics shaping innate immune memory in the CNS. By highlighting current limitations and defining critical questions for future research, this review presents a unifying perspective on trained immunity in neurological diseases and underscores the translational potential to modulate neuroinflammation and to influence disease progression.</div></div>","PeriodicalId":19142,"journal":{"name":"Neuroscience","volume":"601 ","pages":"Pages 45-57"},"PeriodicalIF":2.8,"publicationDate":"2026-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147366030","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Automated phenotyping of rodent behavior in the Cylinder Exploration Test using machine learning 使用机器学习的圆柱体探索测试中啮齿动物行为的自动表型。
IF 2.8 3区 医学 Q2 NEUROSCIENCES Pub Date : 2026-05-07 Epub Date: 2026-03-02 DOI: 10.1016/j.neuroscience.2026.02.048
Danil A. Lukovikov , Ilya S. Zhukov , Elena V. Gerasimova , Konstantin A. Demin , Raul R. Gainetdinov , Natalia V. Alenina , Tatiana O. Kolesnikova , Pavel E. Musienko
Rodent models are essential in neuroscience research for investigating brain function, CNS disease mechanisms, and therapeutic interventions. Beyond molecular and physiological analyses, precise behavioral characterization provides crucial functional readouts of neural circuit changes. Accurate behavioral phenotyping is critical for detecting genotype-phenotype relationships, enabling cross-model comparisons, and supporting translational research. Here we developed a machine learning framework for automated rodent behavior analysis in the Cylinder Exploration Test (CET) using pose estimation and explainable machine learning. The framework quantifies freezing, rearing, exploratory movement, and general locomotion activity while identifying key behavioral features that differentiate between experimental conditions. To validate this approach, we phenotyped two rat strains with dopaminergic and serotonergic dysfunction: dopamine transporter knockout (DAT-KO), tryptophan hydroxylase 2 knockout (Tph2-KO), and their wild-type controls. The analysis successfully identified distinct strain-specific behavioral phenotypes and characterized the discriminative features between genotypes, achieving high classification accuracy (AUC = 0.84 for DAT-KO versus DAT-WT and AUC = 0.98 for Tph2-KO versus Tph2-WT). These findings demonstrate that automated Cylinder Exploration Test can detect genotype-specific signatures and establish a scalable method for standardized phenotyping in neuroscience and preclinical research.
啮齿动物模型在研究脑功能、中枢神经系统疾病机制和治疗干预的神经科学研究中是必不可少的。除了分子和生理分析,精确的行为特征提供了神经回路变化的关键功能读数。准确的行为表型对于检测基因型-表型关系、实现跨模型比较和支持转化研究至关重要。在这里,我们开发了一个机器学习框架,用于在圆柱体探索测试(CET)中使用姿态估计和可解释的机器学习进行自动啮齿动物行为分析。该框架量化了冻结、饲养、探索运动和一般运动活动,同时确定了区分实验条件的关键行为特征。为了验证这种方法,我们对两种多巴胺能和血清素能功能障碍的大鼠菌株进行表型分析:多巴胺转运蛋白敲除(DAT-KO),色氨酸羟化酶2敲除(Tph2-KO),以及它们的野生型对照。该分析成功地鉴定了不同的菌株特异性行为表型,并表征了基因型之间的区别特征,实现了较高的分类准确性(DAT-KO与DAT-WT的AUC = 0.84,Tph2-KO与Tph2-WT的AUC = 0.98)。这些发现表明,自动圆筒探索测试可以检测基因型特异性特征,并为神经科学和临床前研究的标准化表型建立了可扩展的方法。
{"title":"Automated phenotyping of rodent behavior in the Cylinder Exploration Test using machine learning","authors":"Danil A. Lukovikov ,&nbsp;Ilya S. Zhukov ,&nbsp;Elena V. Gerasimova ,&nbsp;Konstantin A. Demin ,&nbsp;Raul R. Gainetdinov ,&nbsp;Natalia V. Alenina ,&nbsp;Tatiana O. Kolesnikova ,&nbsp;Pavel E. Musienko","doi":"10.1016/j.neuroscience.2026.02.048","DOIUrl":"10.1016/j.neuroscience.2026.02.048","url":null,"abstract":"<div><div>Rodent models are essential in neuroscience research for investigating brain function, CNS disease mechanisms, and therapeutic interventions. Beyond molecular and physiological analyses, precise behavioral characterization provides crucial functional readouts of neural circuit changes. Accurate behavioral phenotyping is critical for detecting genotype-phenotype relationships, enabling cross-model comparisons, and supporting translational research. Here we developed a machine learning framework for automated rodent behavior analysis in the Cylinder Exploration Test (CET) using pose estimation and explainable machine learning. The framework quantifies freezing, rearing, exploratory movement, and general locomotion activity while identifying key behavioral features that differentiate between experimental conditions. To validate this approach, we phenotyped two rat strains with dopaminergic and serotonergic dysfunction: dopamine transporter knockout (DAT-KO), tryptophan hydroxylase 2 knockout (Tph2-KO), and their wild-type controls. The analysis successfully identified distinct strain-specific behavioral phenotypes and characterized the discriminative features between genotypes, achieving high classification accuracy (AUC = 0.84 for DAT-KO versus DAT-WT and AUC = 0.98 for Tph2-KO versus Tph2-WT). These findings demonstrate that automated Cylinder Exploration Test can detect genotype-specific signatures and establish a scalable method for standardized phenotyping in neuroscience and preclinical research.</div></div>","PeriodicalId":19142,"journal":{"name":"Neuroscience","volume":"601 ","pages":"Pages 169-178"},"PeriodicalIF":2.8,"publicationDate":"2026-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147355928","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Neuroscience
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1