{"title":"Mbnl1 Protects Against Cerebral Ischemia-Reperfusion Injury by Modulating Microglia/Macrophage Polarization via NF-κB Pathway.","authors":"Wenting Xu, Mengjia Zhou, Linlin Li, Yuqing Zhang, Tianya Zhang, Xiangjian Zhang","doi":"10.1007/s12035-025-05180-1","DOIUrl":"https://doi.org/10.1007/s12035-025-05180-1","url":null,"abstract":"<p><p>Activated and polarized microglia regulate neuroinflammatory responses and programmed cell death processes in ischemic stroke. Although the inactivation of muscleblind-like 1 (Mbnl1) is known to cause structural defects in the brain, its role in microglial apoptosis and polarization remains unclear. This study aims to explore the mechanism of Mbnl1 in ischemic stroke, particularly its role in the regulation of microglial apoptosis and polarization, as well as its impact on neuroinflammatory responses and cognitive dysfunction. The expression level of Mbnl1 in the serum of stroke patients was determined. Furthermore, Mbnl1 was overexpressed in a C57BL/6N stroke model and an oxygen-glucose deprivation model in BV-2 cells. Changes in relevant marker proteins were detected using histological assays, cognitive function tests, enzyme-linked immunosorbent assay for inflammatory factor detection, flow cytometry for apoptosis assessment, immunofluorescence, and Western blot analysis. The expression level of Mbnl1 in the serum of stroke patients was determined. Furthermore, Mbnl1 was overexpressed in a C57BL/6N stroke model and an oxygen-glucose deprivation model in BV-2 cells. Changes in relevant marker proteins were detected using histological assays, cognitive function tests, enzyme-linked immunosorbent assay for inflammatory factor detection, flow cytometry for apoptosis assessment, immunofluorescence, and Western blot analysis. Mbnl1 overexpression exerts a protective effect against ischemic stroke by regulating microglia-mediated neuroinflammation through inhibition of the NF-κB signaling pathway. This modulation promotes cognitive recovery in C57BL/6N mice with stroke, highlighting Mbnl1 as a potential therapeutic target for stroke treatment.</p>","PeriodicalId":18762,"journal":{"name":"Molecular Neurobiology","volume":" ","pages":""},"PeriodicalIF":4.6,"publicationDate":"2025-07-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144553990","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"G-Protein-Coupled Receptor-Microtubule Interactions Regulate Neurite Development and Protect Against β-Amyloid Neurotoxicity.","authors":"Sneha Singh, Ujendra Kumar","doi":"10.1007/s12035-025-05179-8","DOIUrl":"https://doi.org/10.1007/s12035-025-05179-8","url":null,"abstract":"<p><p>G-protein-coupled receptors (GPCRs) regulate multiple cellular functions, including neurite formation and maturation, processes often disrupted in neurodegenerative diseases. Like GPCRs, microtubule-associated proteins (MAPs, including MAP2 and Tuj1) and the synaptic vesicle protein synaptophysin are essential for neurite formation, maturation, and organization, which underpin brain development and cognitive function. Despite their importance, the functional crosstalk between GPCRs and MAPs, particularly in neurogenesis and pathological conditions such as Alzheimer's disease (AD), remains poorly understood. We show that somatostatin and dopamine receptors (SSTR and DR) are the structural anchors in developing neurites, enabling MAP recruitment and synaptic protein localization. Our findings reveal a cAMP-dependent interplay involving PTEN and ERK1/2, modulating neurite formation and MAPs organization. Notably, we show that β-amyloid (Aβ) disrupts the constitutive association of MAP2 and Tuj1, inducing an increase in intracellular cAMP levels, loss of neurite integrity, and impaired neuronal viability. The activation of SSTR and DR signaling restores neurite architecture and synaptic integrity via p-AKT activation and PTEN inhibition, highlighting a neuroprotective mechanism. Together, our results reveal a novel role of GPCRs in orchestrating interactions with MAPs to regulate neuronal maturation, neurite formation, and synaptic integrity. This study provides a new mechanistic rationale for therapeutic strategies aimed at preserving cognitive function in neurological disorders such as AD.</p>","PeriodicalId":18762,"journal":{"name":"Molecular Neurobiology","volume":" ","pages":""},"PeriodicalIF":4.6,"publicationDate":"2025-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144540959","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Pathway Analysis and Genetic Markers in Parkinson's Disease: Insights into Subtype-Specific Mechanisms.","authors":"Sara Taremi Horoufi, Davood Zaeifi","doi":"10.1007/s12035-025-05182-z","DOIUrl":"https://doi.org/10.1007/s12035-025-05182-z","url":null,"abstract":"<p><p>Parkinson's disease (PD) is a complex disease influenced by both genetic and environmental factors. Despite advances in understanding PD genetics, subtype-specific mechanisms remain poorly characterized. This study aims to identify distinct genetic markers and pathways across PD subtypes, addressing this gap to enable targeted diagnostics and therapies. Genes associated with PD were collected from various databases and categorized into groups based on the PD type to assess the PD risk. Protein interaction analysis was conducted to identify functional clusters and key genes within each group. KEGG enrichment analysis revealed common genes and pathways among the different PD groups. This study conformed to the PRISMA 2020 guidelines for systematic data collection and analysis. Hub genes such as PRKN, SNCA, and LRRK2 have demonstrated considerable potential as biomarkers for genetic predisposition in PD, alongside the identification of additional complementary genes. Analysis of hub node variants highlighted specific genetic variations in these genes. We identified several microRNAs, including hsa-miR-335-5p, hsa-miR-19a-3p, and hsa-miR-106a-5p, as well as transcription factors that interact with crucial hub genes. This study refines subtype-specific mechanisms for established PD genes and identifies novel genetic markers and pathways associated with juvenile, young-onset, late-onset, familial, and sporadic Parkinson's disease, enhancing our understanding of their molecular mechanisms and potential for targeted diagnostics and therapies. Specifically, we highlight the roles of hub genes, such as PRKN, SNCA, and LRRK2, alongside significant microRNA interactions, which may serve as biomarkers for early detection and personalized treatment approaches.</p>","PeriodicalId":18762,"journal":{"name":"Molecular Neurobiology","volume":" ","pages":""},"PeriodicalIF":4.6,"publicationDate":"2025-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144540960","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jaisan Islam, Preeti Kumari Chaudhary, Sanggu Kim, Elina Kc, Young Seok Park, Soochong Kim
{"title":"The Efficacy of Intrathecal Platelet-Rich Plasma Administration in Alleviation of Chronic Neuropathic Pain in Rat Model.","authors":"Jaisan Islam, Preeti Kumari Chaudhary, Sanggu Kim, Elina Kc, Young Seok Park, Soochong Kim","doi":"10.1007/s12035-025-05173-0","DOIUrl":"https://doi.org/10.1007/s12035-025-05173-0","url":null,"abstract":"<p><p>Chronic neuropathic pain (CNP), marked by various stinging sensations, frequently arises from lumbosacral disorders, where astrocytes in the spinal dorsal horn (SDH) significantly contribute to its persistence. Platelet-rich plasma (PRP) treatment has shown regulatory effects on astrocytic activity in inflammatory and diabetic neuropathy, yet its impact on CNP remains unclear. This study investigates the potential of intrathecal PRP injections for mitigating CNP in a chronic compressed dorsal root ganglion (CCD) rat model. Animals were divided into CCD, sham, and control groups. PRP or phosphate-buffered saline (PBS) was injected intrathecally between the L4-L5 spinal cord. Assessments included mechanical and thermal pain behavioral tests, and in vivo extracellular recordings from the contralateral ventral posterolateral (VPL) thalamus. Additionally, the expression of astrocytic pain mediators in the SDH was analyzed through immunofluorescence. Results showed that the CCD group had significantly lower pain thresholds compared to the sham group. PRP treatment led to improved CNP responses in CCD rats, unlike in the PBS group, highlighting PRP's role in CNP amelioration. Electrophysiology confirmed a notable reduction in VPL thalamic activity post-PRP treatment. Immunofluorescence (IFC) analysis revealed significant increases in neuronal c-fos expression in the DRG and SDH of CCD rats, which were notably reduced following PRP treatment. IFC analysis also indicated decreased expression of pain-transmission-associated astrocyte markers, including glial fibrillary acidic protein (GFAP), pyruvate kinase M2 (PKM2), and high mobility group box-1 protein (HMGB1) in PRP-treated CCD subjects. Thus, we demonstrate that PRP attenuates CNP in a CCD rat model by regulating nociceptive input into the spinothalamic tract through the inhibition of astrocytic activity in SDH, presenting itself as a viable therapy for CNP linked to lumbosacral conditions.</p>","PeriodicalId":18762,"journal":{"name":"Molecular Neurobiology","volume":" ","pages":""},"PeriodicalIF":4.6,"publicationDate":"2025-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144540962","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Molecular NeurobiologyPub Date : 2025-07-01Epub Date: 2025-03-18DOI: 10.1007/s12035-025-04828-2
Minyu Chan, Satoshi Ogawa
{"title":"GPR139, an Ancient Receptor and an Emerging Target for Neuropsychiatric and Behavioral Disorders.","authors":"Minyu Chan, Satoshi Ogawa","doi":"10.1007/s12035-025-04828-2","DOIUrl":"10.1007/s12035-025-04828-2","url":null,"abstract":"<p><p>GPR139 is an orphan G-protein-coupled receptor that is predominantly expressed in several midbrain regions, e.g., the habenula, striatum, and hypothalamus. GPR139 gene is highly conserved across vertebrate phylogenetic taxa, suggesting its fundamental importance in neurophysiology. Evidence from both animal studies and human genetic association studies has demonstrated that dysregulation of GPR139 expression and function is linked to aberrant behaviors, cognitive deficits, alterations in sleep and alertness, and substance abuse and withdrawal. Animal knockout models suggest that GPR139 plays an anti-opioid role by modulating the signaling activity of the μ-opioid receptor (MOR), as well as the intensity of withdrawal symptoms and nociception in behavioral paradigms. Modulation of GPR139 activity by surrogate agonists such as TAK-041 and JNJ-63533054 has shown promising results in experimental models; however, the use of TAK-041 in clinical trials has produced heterogeneous effects and has not met the intended primary endpoint. Here, we highlight current in vitro and in vivo studies of GPR139, its potential physiological roles, and therapeutic potential in the pathophysiology of neuropsychiatric and behavioral disorders. This review aims to focus on the current knowledge gaps to facilitate future studies that will contribute to the understanding of GPR139 as a therapeutic target for neuropsychiatric and behavioral disorders.</p>","PeriodicalId":18762,"journal":{"name":"Molecular Neurobiology","volume":" ","pages":"9324-9337"},"PeriodicalIF":4.6,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12208981/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143657816","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}
Molecular NeurobiologyPub Date : 2025-07-01Epub Date: 2025-02-27DOI: 10.1007/s12035-025-04776-x
Shubham Nilkanth Rahmatkar, Damanpreet Singh
{"title":"Decoding the Role of Neurotrophins in Glycogen Synthase Kinase 3-Beta Regulation in Alzheimer's Disease.","authors":"Shubham Nilkanth Rahmatkar, Damanpreet Singh","doi":"10.1007/s12035-025-04776-x","DOIUrl":"10.1007/s12035-025-04776-x","url":null,"abstract":"<p><p>Alzheimer's disease (AD) is a progressive neurodegenerative disorder and the most prevalent contributor to dementia in elderly individuals. Numerous signalling pathways influencing AD pathophysiology, involving glycogen synthase kinase-3β (Gsk-3β), have been investigated extensively as potential therapeutic targets. Gsk-3β is a critical factor in AD pathogenesis that affects several key hallmarks of the disease notably tau phosphorylation, amyloid-β generation, cognition, neurogenesis, and synaptic integrity. Neurotrophins are small proteins that are critical for maintaining neuronal health and function and may be used to treat neurodegenerative diseases. Notably, the dysregulation of certain neurotrophins and their receptors is also linked with AD which is a major contributor to neurodegeneration. Studies indicated that neurotrophins and their modulators are capable of protecting neurons by blocking the Gsk-3β activity suggesting a potential link for neuroprotection. Neurotrophins support the survival of neurons by regulating Gsk-3β activity. Brain-derived neurotrophic factor (BDNF) and nerve growth factor (NGF) signalling pathways activate Trk receptors that trigger downstream signalling cascades that subsequently inhibit Gsk-3β activity and reduce AD-related neuropathology. We also explore the role of modulators including phosphatases, kinase cascades, and other regulatory proteins that cross paths with neurotrophin-Gsk-3β signalling. In conclusion, this manuscript summarizes both direct and indirect regulatory roles of neurotrophins and modulators on Gsk-3β to understand the intricate mechanisms driving neurodegeneration in AD.</p>","PeriodicalId":18762,"journal":{"name":"Molecular Neurobiology","volume":" ","pages":"8603-8623"},"PeriodicalIF":4.6,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143516192","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Nutritional Interventions in Amyotrophic Lateral Sclerosis: From Ketogenic Diet and Neuroprotective Nutrients to the Microbiota-Gut-Brain Axis Regulation.","authors":"Samira Nabakhteh, Anahita Lotfi, Arman Afsartaha, Elaheh Sadat Khodadadi, Siavash Abdolghaderi, Mozhdeh Mohammadpour, Yasaman Shokri, Pouria Kiani, Sajad Ehtiati, Sara Khakshournia, Seyyed Hossein Khatami","doi":"10.1007/s12035-025-04830-8","DOIUrl":"10.1007/s12035-025-04830-8","url":null,"abstract":"<p><p>Amyotrophic lateral sclerosis (ALS) is a complex neurodegenerative disease with significant challenges in diagnosis and treatment. Recent research has highlighted the complex nature of ALS, encompassing behavioral impairments in addition to its neurological manifestations. While several medications have been approved to slow disease progression, ongoing research is focused on identifying new therapeutic targets. The current review focuses on emerging therapeutic strategies and personalized approaches aimed at improving patient outcomes. Recent advancements highlight the importance of targeting additional pathways such as mitochondrial dysfunction and neuroinflammation to develop more effective treatments. Personalized medicine, including genetic testing and biomarkers, is proving valuable in stratifying patients and tailoring treatment options. Complementary therapies, such as nutritional interventions like the ketogenic diet and microbiome modulation, also show promise. This review emphasizes the need for a multidisciplinary approach that integrates early diagnosis, targeted treatments, and supportive care to address the multisystemic nature of ALS and improve the quality of life for patients.</p>","PeriodicalId":18762,"journal":{"name":"Molecular Neurobiology","volume":" ","pages":"9216-9239"},"PeriodicalIF":4.6,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143649624","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Molecular NeurobiologyPub Date : 2025-07-01Epub Date: 2025-02-22DOI: 10.1007/s12035-025-04774-z
Matilde Santos, João A Ferreira Moreira, Sónia Sá Santos, Susana Solá
{"title":"Sustaining Brain Youth by Neural Stem Cells: Physiological and Therapeutic Perspectives.","authors":"Matilde Santos, João A Ferreira Moreira, Sónia Sá Santos, Susana Solá","doi":"10.1007/s12035-025-04774-z","DOIUrl":"10.1007/s12035-025-04774-z","url":null,"abstract":"<p><p>In the last two decades, stem cells (SCs) have attracted considerable interest for their research value and therapeutic potential in many fields, namely in neuroscience. On the other hand, the discovery of adult neurogenesis, the process by which new neurons are generated in the adult brain, challenged the traditional view that the brain is a static structure after development. The recent findings showing that adult neurogenesis has a significant role in brain plasticity, learning and memory, and emotional behavior, together with the fact that it is strongly dependent on several external and internal factors, have sparked more interest in this area. The mechanisms of adult neural stem cell (NSC) regulation, the physiological role of NSC-mediated neuroplasticity throughout life, and the most recent NSC-based therapeutic applications will be concisely reviewed. Noteworthy, due to their multipotency, self-renewal potential, and ability to secrete growth and immunomodulatory factors, NSCs have been mainly suggested for (1) transplantation, (2) neurotoxicology tests, and (3) drug screening approaches. The clinical trials of NSC-based therapy for different neurologic conditions are, nonetheless, mostly in the early phases and have not yet demonstrated conclusive efficacy or safety. Here, we provide an outlook of the major challenges and limitations, as well as some promising directions that could help to move toward stem cell widespread use in the treatment and prevention of several neurological disorders.</p>","PeriodicalId":18762,"journal":{"name":"Molecular Neurobiology","volume":" ","pages":"8222-8247"},"PeriodicalIF":4.6,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12209039/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143476757","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}
Molecular NeurobiologyPub Date : 2025-07-01Epub Date: 2025-03-17DOI: 10.1007/s12035-025-04825-5
Sam Dehghani, Ozgecan Ocakcı, Pars Tan Hatipoglu, Veli Cengiz Özalp, Atakan Tevlek
{"title":"Exosomes as Biomarkers and Therapeutic Agents in Neurodegenerative Diseases: Current Insights and Future Directions.","authors":"Sam Dehghani, Ozgecan Ocakcı, Pars Tan Hatipoglu, Veli Cengiz Özalp, Atakan Tevlek","doi":"10.1007/s12035-025-04825-5","DOIUrl":"10.1007/s12035-025-04825-5","url":null,"abstract":"<p><p>Neurodegenerative diseases (NDs) like Alzheimer's, Parkinson's, and ALS rank among the most challenging global health issues, marked by substantial obstacles in early diagnosis and effective treatment. Current diagnostic techniques frequently demonstrate inadequate sensitivity and specificity, whilst conventional treatment strategies encounter challenges related to restricted bioavailability and insufficient blood-brain barrier (BBB) permeability. Recently, exosomes-nanoscale vesicles packed with proteins, RNAs, and lipids-have emerged as promising agents with the potential to reshape diagnostic and therapeutic approaches to these diseases. Unlike conventional drug carriers, they naturally traverse the BBB and can deliver bioactive molecules to affected neural cells. Their molecular cargo can influence cell signaling, reduce neuroinflammation, and potentially slow neurodegenerative progression. Moreover, exosomes serve as non-invasive biomarkers, enabling early and precise diagnosis while allowing real-time disease monitoring. Additionally, engineered exosomes, loaded with therapeutic molecules, enhance this capability by targeting diseased neurons and overcoming conventional treatment barriers. By offering enhanced specificity, reduced immunogenicity, and an ability to bypass physiological limitations, exosome-based strategies present a transformative advantage over existing diagnostic and therapeutic approaches. This review examines the multifaceted role of exosomes in NDDs, emphasizing their diagnostic capabilities, intrinsic therapeutic functions, and transformative potential as advanced treatment vehicles.</p>","PeriodicalId":18762,"journal":{"name":"Molecular Neurobiology","volume":" ","pages":"9190-9215"},"PeriodicalIF":4.6,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12209394/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143649617","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}
{"title":"Development and Validation of a Clinical Model (SHACEA) for Post-stroke Cognitive Impairment Prognosis Occurred at Acute Phase and Last to 6 Months.","authors":"Nuo Ma, Yichen Zhao, Xiulin Meng, Yiming Huang, Jiangping Ma, Xueyuan Liu, Guilin Meng","doi":"10.1007/s12035-025-04783-y","DOIUrl":"10.1007/s12035-025-04783-y","url":null,"abstract":"<p><p>Post-stroke cognitive impairment (PSCI) leads to poor long-term stroke outcomes, severely increasing social and economic burdens. It is helpful to identify and intervene in PSCI in the early stage. This study intends to develop a new clinical risk score for identifying stroke survivors at significant risk of PSCI from the acute phase to 6 months of onset and to validate the new score using both internal and external cohorts. Analysis aiming to evaluate prognostic factors of acute-phase cognitive impairment lasting 6 months was carried out using two independent datasets, with one for model development and the other for validation. All enrolled patients completed baseline demographic, clinical, and imaging data collection and cognitive function scale assessment. The follow-up period was 6 months after the stroke, and interviews and cognitive function assessments were completed. A multivariate logistic regression analysis was performed, and the most important predictors were finally screened for modeling a prediction model. Six months post-stroke, 39.19% maintained PSCI in the development dataset. The final nine-point SHACEA (Stenosis, Hyperintensity, Age, Chronic cortical infarcts, Education, Atrophy) had an AUROC of 0.87 (95% CI 0.69-0.92) and was overall predictive of PSCI (LR χ<sup>2</sup> statistic of 89.34; p < 0.001). In the validation cohort, the SHACEA risk score was still relatively reliable in the validation cohort with an AUC of 0.74 (95% CI 0.71-0.80). The SHACEA risk score adequately identified acute stroke patients with cognitive impairment who are at an increased risk of developing PSCI after 6 months.</p>","PeriodicalId":18762,"journal":{"name":"Molecular Neurobiology","volume":" ","pages":"8475-8483"},"PeriodicalIF":4.6,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143502609","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}