The pli-de-passage fronto-pariétal moyen (PPfpm), a deep cerebral fold of the human brain, presents as a common though small elevation at the central sulcus (CS) fundus where it connects the pre- and postcentral gyri at the level of the sensorimotor hand area. Given the PPfpm's location, single case-reports of its association with the functional sensorimotor hand area, and evidence linking it to the somato-cognitive action network, it holds potential as an anatomical landmark for the sensorimotor region. To characterize the macroscopic morphology of the PPfpm and evaluate its relevance as a reliable and easily detectable anatomical landmark, methods for observer-independent characterization of cortical sulci and structures were adapted and developed to investigate the PPfpm in a large dataset. For 1112 subjects from the Human Connectome Project Young Adult S1200 Release, CS depth profiles were computed from structural magnetic resonance imaging (MRI) data, and an algorithm was developed to automatically extract the PPfpm from these depth profiles. Based on the extraction of two key features approximating the PPfpm at its peak height (PPfpm-I) and its lateral end (PPfpm-II), a principal description of the PPfpm's position and extent as influenced by hemisphere, handedness, and sex was conducted. Analyses revealed the PPfpm as a near-universal cerebral fold in the adult human brain, consistently located at mid-height within the CS with a strong association to the CS sulcal pits. Though commonly of small extent, the PPfpm can be reliably identified in CS depth profiles and in structural MRI data. By providing a systematic, modern macroanatomical characterization of the PPfpm in a large cohort with rigorous quality control, the present study demonstrates the potential of the PPfpm to serve as a robust anatomical landmark for the sensorimotor hand and digit area of the human brain.
前额顶胞褶皱(PPfpm)是人类大脑深处的一个褶皱,在中央沟(CS)底部有一个常见的小凸起,它在感觉运动手区水平连接中央前回和中央后回。考虑到PPfpm的位置,其与功能性感觉运动手区相关的个案报告,以及将其与躯体认知行动网络联系起来的证据,它有可能成为感觉运动区解剖学上的里程碑。为了表征PPfpm的宏观形态,并评估其作为可靠且易于检测的解剖学标志的相关性,采用了与观察者无关的皮质沟和结构表征方法,并在大型数据集中研究PPfpm。对来自Human Connectome Project Young Adult S1200 Release的1112名受试者,从结构磁共振成像(MRI)数据中计算CS深度剖面,并开发了一种算法从这些深度剖面中自动提取PPfpm。基于提取PPfpm峰值高度(PPfpm- i)和侧面末端(PPfpm- ii)的两个关键特征,对PPfpm的位置和范围受半球、手性和性别的影响进行了主要描述。分析显示,PPfpm是成年人大脑中几乎普遍存在的脑褶皱,始终位于CS的中高位置,与CS沟凹有很强的联系。虽然通常范围小,但PPfpm可以在CS深度剖面和结构MRI数据中可靠地识别。通过在严格的质量控制下对PPfpm进行系统的现代宏观解剖学表征,本研究表明PPfpm有潜力作为人类大脑感觉运动手和手指区域的强大解剖学里程碑。
{"title":"Characterization of the Central Sulcus Pli-De-Passage Fronto-Pariétal Moyen in > 1000 Human Brains","authors":"Anna Marie Muellen, Renate Schweizer","doi":"10.1002/hbm.70457","DOIUrl":"10.1002/hbm.70457","url":null,"abstract":"<p>The <i>pli-de-passage fronto-pariétal moyen</i> (PPfpm), a deep cerebral fold of the human brain, presents as a common though small elevation at the central sulcus (CS) fundus where it connects the pre- and postcentral gyri at the level of the sensorimotor hand area. Given the PPfpm's location, single case-reports of its association with the functional sensorimotor hand area, and evidence linking it to the somato-cognitive action network, it holds potential as an anatomical landmark for the sensorimotor region. To characterize the macroscopic morphology of the PPfpm and evaluate its relevance as a reliable and easily detectable anatomical landmark, methods for observer-independent characterization of cortical sulci and structures were adapted and developed to investigate the PPfpm in a large dataset. For 1112 subjects from the Human Connectome Project Young Adult S1200 Release, CS depth profiles were computed from structural magnetic resonance imaging (MRI) data, and an algorithm was developed to automatically extract the PPfpm from these depth profiles. Based on the extraction of two key features approximating the PPfpm at its peak height (PPfpm-I) and its lateral end (PPfpm-II), a principal description of the PPfpm's position and extent as influenced by hemisphere, handedness, and sex was conducted. Analyses revealed the PPfpm as a near-universal cerebral fold in the adult human brain, consistently located at mid-height within the CS with a strong association to the CS sulcal pits. Though commonly of small extent, the PPfpm can be reliably identified in CS depth profiles and in structural MRI data. By providing a systematic, modern macroanatomical characterization of the PPfpm in a large cohort with rigorous quality control, the present study demonstrates the potential of the PPfpm to serve as a robust anatomical landmark for the sensorimotor hand and digit area of the human brain.</p>","PeriodicalId":13019,"journal":{"name":"Human Brain Mapping","volume":"47 2","pages":""},"PeriodicalIF":3.3,"publicationDate":"2026-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12856528/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146085593","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Hu Xu, Yang Li, Chensi Li, Fenglin Xu, Yun Liu, Kehan Yan, Shiyi Chen, Wenxiu Song, Yifeng Luo, Yuefeng Li
Depressive symptoms are common in individuals with mild cognitive impairment (MCI) and may contribute to an increased risk of dementia. However, the neuroanatomical correlates and underlying pathophysiological mechanisms of depressive symptoms in MCI remain largely unknown. We aimed to elucidate alterations in gray matter volume and the related molecular and genetic bases in MCI patients with depressive symptoms. A total of 177 participants were enrolled, comprising 57 MCI patients with depressive symptoms (D-MCI), 60 MCI patients without depressive symptoms (nD-MCI), and 60 healthy controls (HCs). Gray matter morphological differences among groups were examined using voxel-based morphometry. The associations between depressive symptom–related morphological alterations and functional characteristics, neurotransmitter distributions, and gene expression profiles were further investigated. Group comparisons revealed depressive symptom–related morphological alterations in the inferior frontal gyrus, precentral gyrus, and anterior cingulate cortex, with the associated functional terms strongly linked to “emotions” and “affective.” These alterations were further correlated with serotonergic, dopaminergic, and GABAergic systems and the expression of specific genes implicated in synaptic function and excitatory neurons. This study demonstrated the molecular and transcriptional underpinnings of brain morphological alterations linked to depressive symptoms in MCI, which may provide deeper insight into this condition.
{"title":"Molecular and Transcriptional Signatures of Gray Matter Volume Alterations Associated With Depressive Symptoms in Mild Cognitive Impairment","authors":"Hu Xu, Yang Li, Chensi Li, Fenglin Xu, Yun Liu, Kehan Yan, Shiyi Chen, Wenxiu Song, Yifeng Luo, Yuefeng Li","doi":"10.1002/hbm.70459","DOIUrl":"10.1002/hbm.70459","url":null,"abstract":"<p>Depressive symptoms are common in individuals with mild cognitive impairment (MCI) and may contribute to an increased risk of dementia. However, the neuroanatomical correlates and underlying pathophysiological mechanisms of depressive symptoms in MCI remain largely unknown. We aimed to elucidate alterations in gray matter volume and the related molecular and genetic bases in MCI patients with depressive symptoms. A total of 177 participants were enrolled, comprising 57 MCI patients with depressive symptoms (D-MCI), 60 MCI patients without depressive symptoms (nD-MCI), and 60 healthy controls (HCs). Gray matter morphological differences among groups were examined using voxel-based morphometry. The associations between depressive symptom–related morphological alterations and functional characteristics, neurotransmitter distributions, and gene expression profiles were further investigated. Group comparisons revealed depressive symptom–related morphological alterations in the inferior frontal gyrus, precentral gyrus, and anterior cingulate cortex, with the associated functional terms strongly linked to “emotions” and “affective.” These alterations were further correlated with serotonergic, dopaminergic, and GABAergic systems and the expression of specific genes implicated in synaptic function and excitatory neurons. This study demonstrated the molecular and transcriptional underpinnings of brain morphological alterations linked to depressive symptoms in MCI, which may provide deeper insight into this condition.</p>","PeriodicalId":13019,"journal":{"name":"Human Brain Mapping","volume":"47 2","pages":""},"PeriodicalIF":3.3,"publicationDate":"2026-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12836043/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146051842","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Psychomotor disturbances like agitation and retardation are key symptoms of major depressive disorder (MDD). Despite their clinical significance, the underlying neural mechanisms, for example, motor or psychomotor, remain yet elusive. This study aimed to investigate whether psychomotor agitation and retardation in MDD are associated with alterations in brain dynamics. A total of 119 patients with MDD and 94 HCs were recruited and undertaken fMRI testing. Brain dynamics was measured by the time delays, the lag propagation of global to somatomotor network (SMN) resting state functional connectivity (FC, e.g., lag propagation). Lag propagation of global to SMN FC was delayed in retarded MDD compared to both agitated MDD (t = 3.256, pFDR = 0.006) and HC (t = 2.493, pFDR = 0.041). Further, we observed a significant correlation of the severity of agitation and retardation, measured by the Hamilton depression scale, with global to local SMN's time delays, respectively (agitation: r = −0.19, p = 0.04; retardation: r = 0.32, p = 0.03). Finally, early global to SMN delays predicted a close association of agitation and anxiety levels (F = 5.18, p = 0.025). In contrast to these results in global-to-SMN dynamics, no significant delay changes were observed in the local intra-network SMN dynamics. Together, our findings show distinct neural dynamics in MDD psychomotor retardation, for example, delayed, and agitation, for example, early in global to local SMN functional connectivity. This supports the psychomotor over the motor model of psychomotor retardation which carries major implications for clinical diagnosis and therapy.
精神运动障碍如躁动和智力迟钝是重度抑郁症(MDD)的主要症状。尽管它们具有临床意义,但潜在的神经机制,例如运动或精神运动,仍然难以捉摸。本研究旨在探讨重度抑郁症的精神运动性躁动和发育迟缓是否与脑动力学改变有关。共招募了119名MDD患者和94名hc患者并进行了fMRI测试。脑动力学测量的时间延迟,滞后传播的整体到躯体运动网络(SMN)静息状态功能连接(FC,如滞后传播)。与激动MDD (t = 3.256, pFDR = 0.006)和HC (t = 2.493, pFDR = 0.041)相比,延迟MDD中全局到SMN FC的滞后传播延迟。此外,我们观察到,用汉密尔顿抑郁量表测量的躁动和发育迟缓的严重程度分别与整体到局部SMN的时间延迟显著相关(躁动:r = -0.19, p = 0.04;发育迟缓:r = 0.32, p = 0.03)。最后,全球到SMN的早期延迟预测了躁动和焦虑水平的密切关联(F = 5.18, p = 0.025)。与全局到SMN动态的结果相反,在本地网络内SMN动态中没有观察到明显的延迟变化。总之,我们的研究结果显示,在重度抑郁症精神运动迟缓中,例如,延迟和躁动,例如,在全球到局部SMN功能连接的早期。这支持了精神运动性迟滞的运动模型,这对临床诊断和治疗具有重要意义。
{"title":"Differential Neural Dynamics in Psychomotor Retardation and Agitation of Depression","authors":"Qunjun Liang, Ziyun Xu, Shengli Chen, Shiwei Lin, Xiaoshan Lin, Ying Li, Yingli Zhang, Bo Peng, Gangqiang Hou, Yingwei Qiu, Georg Northoff","doi":"10.1002/hbm.70453","DOIUrl":"10.1002/hbm.70453","url":null,"abstract":"<p>Psychomotor disturbances like agitation and retardation are key symptoms of major depressive disorder (MDD). Despite their clinical significance, the underlying neural mechanisms, for example, motor or psychomotor, remain yet elusive. This study aimed to investigate whether psychomotor agitation and retardation in MDD are associated with alterations in brain dynamics. A total of 119 patients with MDD and 94 HCs were recruited and undertaken fMRI testing. Brain dynamics was measured by the time delays, the lag propagation of global to somatomotor network (SMN) resting state functional connectivity (FC, e.g., lag propagation). Lag propagation of global to SMN FC was delayed in retarded MDD compared to both agitated MDD (<i>t</i> = 3.256, <i>p</i>FDR = 0.006) and HC (<i>t</i> = 2.493, <i>p</i>FDR = 0.041). Further, we observed a significant correlation of the severity of agitation and retardation, measured by the Hamilton depression scale, with global to local SMN's time delays, respectively (agitation: <i>r</i> = −0.19, <i>p</i> = 0.04; retardation: <i>r</i> = 0.32, <i>p</i> = 0.03). Finally, early global to SMN delays predicted a close association of agitation and anxiety levels (<i>F</i> = 5.18, <i>p</i> = 0.025). In contrast to these results in global-to-SMN dynamics, no significant delay changes were observed in the local intra-network SMN dynamics. Together, our findings show distinct neural dynamics in MDD psychomotor retardation, for example, delayed, and agitation, for example, early in global to local SMN functional connectivity. This supports the psychomotor over the motor model of psychomotor retardation which carries major implications for clinical diagnosis and therapy.</p>","PeriodicalId":13019,"journal":{"name":"Human Brain Mapping","volume":"47 2","pages":""},"PeriodicalIF":3.3,"publicationDate":"2026-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12831119/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146040554","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Linzhi Tao, Trevor Steward, Joshua Corbett, Rebecca K. Glarin, Tudor V. Sava, Marta I. Garrido
The brain's ability to weight predictions by their precision is a central mechanism in predictive processing, enabling optimal integration of prior expectations with incoming sensory input. Despite its theoretical significance, the neural circuitry that implements precision-weighted prediction remains unclear. Using 7-Tesla fMRI and dynamic causal modelling (DCM), this study investigated how the brain encodes the precision of predictions during a visual cueing task with high- and low-precision conditions. We focused on the key regions implicated in predictive processing: the insular cortex, the pulvinar nucleus of the thalamus and primary visual cortex (V1). Behaviourally, participants showed significantly greater accuracy in the high-precision condition (p < 0.001), confirming effective task manipulation. DCM analyses revealed that high-precision predictions elicited excitatory modulation of connectivity from the insula to V1 (Pp = 0.95), alongside inhibitory influences from the insula to the pulvinar (Pp = 0.99) and from the pulvinar to V1 (Pp = 0.89). Furthermore, leave-one-out cross validation revealed that individual differences in behavioural sensitivity to precision were positively predicted by pulvinar-to-insula connectivity (r = 0.36, p = 0.026) and negatively predicted by the connectivity between pulvinar and V1 (pulvinar to V1: r = 0.35, p = 0.033; V1 to pulvinar: r = 0.37, p = 0.026), highlighting the behavioural relevance of these pathways. Together, these findings suggest a dual-route mechanism whereby the insula directly enhances top-down predictions in V1 while indirectly dampening bottom-up sensory input via the pulvinar. This mechanism may facilitate Bayesian integration under uncertainty and offers new hypotheses into how precision weighting may be disrupted in neuropsychiatric conditions.
在预测处理过程中,大脑根据预测的精确度来衡量预测的能力是一种核心机制,它能够将先前的预期与传入的感觉输入进行最佳整合。尽管具有理论意义,但实现精度加权预测的神经回路仍不清楚。本研究利用7-特斯拉功能磁共振成像和动态因果模型(DCM),研究了在高和低精度条件下的视觉提示任务中,大脑如何编码预测的精度。我们重点研究了与预测加工相关的关键区域:岛叶皮层、丘脑枕核和初级视觉皮层(V1)。在行为上,参与者在高精度条件下表现出显著更高的准确性(p p = 0.95),以及从岛脑到pulvinar (Pp = 0.99)和从pulvinar到V1 (Pp = 0.89)的抑制影响。此外,留一交叉验证显示,pulvinar- insula连通性正预测个体对精度的行为敏感性差异(r = 0.36, p = 0.026),而pulvinar和V1之间的连通性负预测(pulvinar - V1: r = 0.35, p = 0.033; V1 - pulvinar: r = 0.37, p = 0.026),突出了这些途径的行为相关性。总之,这些发现表明了一种双通路机制,即脑岛直接增强V1自上而下的预测,同时间接抑制自下而上的感觉输入。这种机制可能促进不确定性下的贝叶斯整合,并为神经精神疾病中精确加权如何被破坏提供了新的假设。
{"title":"Effective Connectivity Reveals Dual-Route Mechanism of Visual Prediction Precision via Insula and Pulvinar","authors":"Linzhi Tao, Trevor Steward, Joshua Corbett, Rebecca K. Glarin, Tudor V. Sava, Marta I. Garrido","doi":"10.1002/hbm.70455","DOIUrl":"10.1002/hbm.70455","url":null,"abstract":"<p>The brain's ability to weight predictions by their precision is a central mechanism in predictive processing, enabling optimal integration of prior expectations with incoming sensory input. Despite its theoretical significance, the neural circuitry that implements precision-weighted prediction remains unclear. Using 7-Tesla fMRI and dynamic causal modelling (DCM), this study investigated how the brain encodes the precision of predictions during a visual cueing task with high- and low-precision conditions. We focused on the key regions implicated in predictive processing: the insular cortex, the pulvinar nucleus of the thalamus and primary visual cortex (V1). Behaviourally, participants showed significantly greater accuracy in the high-precision condition (<i>p</i> < 0.001), confirming effective task manipulation. DCM analyses revealed that high-precision predictions elicited excitatory modulation of connectivity from the insula to V1 (<i>P</i><sub>p</sub> = 0.95), alongside inhibitory influences from the insula to the pulvinar (<i>P</i><sub>p</sub> = 0.99) and from the pulvinar to V1 (<i>P</i><sub>p</sub> = 0.89). Furthermore, leave-one-out cross validation revealed that individual differences in behavioural sensitivity to precision were positively predicted by pulvinar-to-insula connectivity (<i>r</i> = 0.36, <i>p</i> = 0.026) and negatively predicted by the connectivity between pulvinar and V1 (pulvinar to V1: <i>r</i> = 0.35, <i>p</i> = 0.033; V1 to pulvinar: <i>r</i> = 0.37, <i>p</i> = 0.026), highlighting the behavioural relevance of these pathways. Together, these findings suggest a dual-route mechanism whereby the insula directly enhances top-down predictions in V1 while indirectly dampening bottom-up sensory input via the pulvinar. This mechanism may facilitate Bayesian integration under uncertainty and offers new hypotheses into how precision weighting may be disrupted in neuropsychiatric conditions.</p>","PeriodicalId":13019,"journal":{"name":"Human Brain Mapping","volume":"47 2","pages":""},"PeriodicalIF":3.3,"publicationDate":"2026-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12831132/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146040519","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Muskan Khetan, Nandita Vijayakumar, Ye Ella Tian, Megan M. Herting, Michele O'Connell, Marc Seal, Sarah Whittle
Puberty is a critical developmental process that is associated with changes in pubertal (or steroid) hormone levels, which are believed to influence adolescent behaviour via their effects on the developing brain. So far, there are limited and inconsistent findings regarding the relationship between steroid hormones and brain structure and function in adolescent females, with many existing studies employing small sample sizes. Thus, in this study, we explored the association between oestradiol (E2), testosterone (Tes), and dehydroepiandrosterone (DHEA) and brain structure (gray matter volume, sulcal depth, cortical thickness, and white matter microstructure) and function (resting-state connectivity, emotional n-back task-related function) in 3024 adolescent females (age 8.92–13.33 years, mean age (SD) = 10.37 (0.94) years) from the Adolescent Brain Cognitive DevelopmentSM (ABCD) Study. We used elastic-net regression with cross-validation to investigate associations between hormones and brain phenotypes derived from multiple imaging modalities. We found that structural brain features, including cortical thickness, sulcal depth, and white matter microstructure, and resting state connectivity between cortical networks and subcortical regions, were important features associated with hormones. E2 was most strongly associated with prefrontal and premotor regions involved in working memory and emotion processing, while Tes and DHEA were most strongly associated with parietal and occipital regions involved in visuospatial functioning. All three hormones were also associated with prefrontal, temporoparietal junction, and insula cortices. Thus, using an advanced methodological approach, this study suggests both unique and overlapping neural correlates of pubertal hormones in adolescent females and sheds light on the mechanisms by which puberty influences adolescent development and behaviour.
{"title":"Pubertal Hormones and the Early Adolescent Female Brain: A Multimodality Brain MRI Study","authors":"Muskan Khetan, Nandita Vijayakumar, Ye Ella Tian, Megan M. Herting, Michele O'Connell, Marc Seal, Sarah Whittle","doi":"10.1002/hbm.70451","DOIUrl":"10.1002/hbm.70451","url":null,"abstract":"<p>Puberty is a critical developmental process that is associated with changes in pubertal (or steroid) hormone levels, which are believed to influence adolescent behaviour via their effects on the developing brain. So far, there are limited and inconsistent findings regarding the relationship between steroid hormones and brain structure and function in adolescent females, with many existing studies employing small sample sizes. Thus, in this study, we explored the association between oestradiol (E2), testosterone (Tes), and dehydroepiandrosterone (DHEA) and brain structure (gray matter volume, sulcal depth, cortical thickness, and white matter microstructure) and function (resting-state connectivity, emotional n-back task-related function) in 3024 adolescent females (age 8.92–13.33 years, mean age (SD) = 10.37 (0.94) years) from the Adolescent Brain Cognitive Development<sup>SM</sup> (ABCD) Study. We used elastic-net regression with cross-validation to investigate associations between hormones and brain phenotypes derived from multiple imaging modalities. We found that structural brain features, including cortical thickness, sulcal depth, and white matter microstructure, and resting state connectivity between cortical networks and subcortical regions, were important features associated with hormones. E2 was most strongly associated with prefrontal and premotor regions involved in working memory and emotion processing, while Tes and DHEA were most strongly associated with parietal and occipital regions involved in visuospatial functioning. All three hormones were also associated with prefrontal, temporoparietal junction, and insula cortices. Thus, using an advanced methodological approach, this study suggests both unique and overlapping neural correlates of pubertal hormones in adolescent females and sheds light on the mechanisms by which puberty influences adolescent development and behaviour.</p>","PeriodicalId":13019,"journal":{"name":"Human Brain Mapping","volume":"47 2","pages":""},"PeriodicalIF":3.3,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12817136/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146003481","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
<p>Early-stage AD involves cortical hyperexcitability, progressing to oscillatory slowing and hypoactivity. These changes are linked to parvalbumin-positive (<span></span><math>