Ning Ding, Ran Luo, Qian Zhang, Huanhuan Li, Shuixian Zhang, Huanran Chen, Rong Hu
{"title":"Current Status and Progress in Stem Cell Therapy for Intracerebral Hemorrhage.","authors":"Ning Ding, Ran Luo, Qian Zhang, Huanhuan Li, Shuixian Zhang, Huanran Chen, Rong Hu","doi":"10.1007/s12975-023-01216-7","DOIUrl":"10.1007/s12975-023-01216-7","url":null,"abstract":"<p><p>Intracerebral hemorrhage is a highly prevalent and prognostically poor disease, imposing immeasurable harm on human life and health. However, the treatment options for intracerebral hemorrhage are severely limited, particularly in terms of improving the microenvironment of the lesion, promoting neuronal cell survival, and enhancing neural function. This review comprehensively discussed the application of stem cell therapy for intracerebral hemorrhage, providing a systematic summary of its developmental history, types of transplants, transplantation routes, and transplantation timing. Moreover, this review presented the latest research progress in enhancing the efficacy of stem cell transplantation, including pretransplantation preconditioning, genetic modification, combined therapy, and other diverse strategies. Furthermore, this review pioneeringly elaborated on the barriers to clinical translation for stem cell therapy. These discussions were of significant importance for promoting stem cell therapy for intracerebral hemorrhage, facilitating its clinical translation, and improving patient prognosis.</p>","PeriodicalId":23237,"journal":{"name":"Translational Stroke Research","volume":" ","pages":"512-534"},"PeriodicalIF":3.8,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138435120","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":"The Drainage Dysfunction of Meningeal Lymphatic Vessels Is Correlated with the Recurrence of Chronic Subdural Hematoma: a Prospective Study.","authors":"Jiahao Zhang, Lei Yu, Xiaoyu Wang, Qian Yu, Bingrui Zhu, Haocheng Zhang, Yibo Liu, Huaming Li, Anke Zhang, Kaikai Wang, Yezhao He, Qun Wu, Yuanjian Fang, Jianzhong Sun, Sheng Chen","doi":"10.1007/s12975-023-01227-4","DOIUrl":"10.1007/s12975-023-01227-4","url":null,"abstract":"<p><p>Meningeal lymphatic vessels (mLVs) were recently discovered to be involved in the waste drainage process in the brain, which has also been associated with a variety of neurological diseases. This research paper hypothesizes that the drainage function of mLVs may be affected after chronic subdural hematoma (CSDH) and the alterations of mLVs' drainage may predict CSDH recurrence. In this prospective observational study, unenhanced 3D T2-fluid-attenuated inversion recovery (3D T2-FLAIR) MRI data were collected from CSDH patients and healthy participants for analysis. Patients with CSDH who underwent surgery received MRI scans before and after surgery, whereas healthy controls and patients with CSDH who received pharmaceutical treatment received only one MRI scan at enrollment. The signal unit ratio (SUR) of mLVs were then measured according to the MRI data and calculated to define mLVs' drainage function. Finally, the relationship between mLVs' drainage function and CSDH recurrence was analyzed accordingly. Thirty-four participants were enrolled in this study, including 27 CSDH patients and 7 controls. The SUR of mLVs in all CSDH patients changed significantly before and after surgery. Moreover, the drainage function of the mLVs ipsilateral to hematoma (mLVs-IH) in CSDH patients was significantly lower than that in the controls (p < 0.05). Last, a higher improvement rate of the drainage function of the mLVs-IH is correlated to a lower risk of recurrence (p < 0.05). This study revealed the mLVs' drainage dysfunction after CSDH through non-invasive MRI. Furthermore, the drainage function of mLVs is an independent predictive factor of CSDH recurrence.</p>","PeriodicalId":23237,"journal":{"name":"Translational Stroke Research","volume":" ","pages":"438-447"},"PeriodicalIF":3.8,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138831706","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}
Silke Zimmermann, Markus Weißenfels, Norma Krümmer, Dominik Michalski, Gesa Weise, Daniela Branzan, Johann Otto Pelz
{"title":"Long-Term Course of Circulating Elastin, Collagen Type I, and Collagen Type III in Patients with Spontaneous Cervical Artery Dissection: a Prospective Multicenter Study.","authors":"Silke Zimmermann, Markus Weißenfels, Norma Krümmer, Dominik Michalski, Gesa Weise, Daniela Branzan, Johann Otto Pelz","doi":"10.1007/s12975-023-01207-8","DOIUrl":"10.1007/s12975-023-01207-8","url":null,"abstract":"<p><p>An impaired integrity of vascular elements and the extracellular matrix (ECM) has been discussed to play a critical role in the pathophysiology of spontaneous cervical artery dissection (sCAD). This study aimed to explore the temporal course of circulating elastin, collagen type I, and collagen type III in patients with sCAD and evaluated their eligibility as diagnostic biomarkers. Patients with sCAD were prospectively enrolled in four German stroke centers. Blood samples were collected at baseline (acute phase), at day 10 ± 3 (subacute phase), and after 6 ± 1 months (chronic phase). Patients with acute ischemic stroke not related to sCAD, healthy probands, and patients undergoing thromboendarterectomy of the carotid artery served as control groups. Serum levels of elastin and collagen types I and III were determined by ELISAs. Fifty-seven patients with sCAD were enrolled. Compared to all three control groups, patients with sCAD had significantly lower levels of elastin and collagen type III at baseline and after 6 months. Compared to healthy probands, patients with sCAD showed similar collagen type I levels at baseline and in the subacute phase, but significantly increased levels after 6 months. As serum levels of elastin, collagen types I and III were not elevated in the acute phase, they do not appear eligible as biomarkers for the diagnosis of sCAD. Persisting low serum levels of elastin and collagen type III towards the chronic phase of sCAD strengthens the hypothesis of a subtle, in most cases clinically inapparent affection of the ECM in patients with sCAD.</p>","PeriodicalId":23237,"journal":{"name":"Translational Stroke Research","volume":" ","pages":"238-247"},"PeriodicalIF":3.8,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72015538","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}
Isabel Atienza-Navarro, Angel Del Marco, Pilar Alves-Martinez, Maria de Los Angeles Garcia-Perez, Alvaro Raya-Marin, Isabel Benavente-Fernandez, Carmen Gil, Ana Martinez, Simon Lubian-Lopez, Monica Garcia-Alloza
{"title":"Glycogen Synthase Kinase-3β Inhibitor VP3.15 Ameliorates Neurogenesis, Neuronal Loss and Cognitive Impairment in a Model of Germinal Matrix-intraventricular Hemorrhage of the Preterm Newborn.","authors":"Isabel Atienza-Navarro, Angel Del Marco, Pilar Alves-Martinez, Maria de Los Angeles Garcia-Perez, Alvaro Raya-Marin, Isabel Benavente-Fernandez, Carmen Gil, Ana Martinez, Simon Lubian-Lopez, Monica Garcia-Alloza","doi":"10.1007/s12975-023-01229-2","DOIUrl":"10.1007/s12975-023-01229-2","url":null,"abstract":"<p><p>Advances in neonatology have significantly reduced mortality rates due to prematurity. However, complications of prematurity have barely changed in recent decades. Germinal matrix-intraventricular hemorrhage (GM-IVH) is one of the most severe complications of prematurity, and these children are prone to suffer short- and long-term sequelae, including cerebral palsy, cognitive and motor impairments, or neuropsychiatric disorders. Nevertheless, GM-IVH has no successful treatment. VP3.15 is a small, heterocyclic molecule of the 5-imino-1,2,4-thiadiazole family with a dual action as a phosphodiesterase 7 and glycogen synthase kinase-3β (GSK-3β) inhibitor. VP3.15 reduces neuroinflammation and neuronal loss in other neurodegenerative disorders and might ameliorate complications associated with GM-IVH. We administered VP3.15 to a mouse model of GM-IVH. VP3.15 reduces the presence of hemorrhages and microglia in the short (P14) and long (P110) term. It ameliorates brain atrophy and ventricle enlargement while limiting tau hyperphosphorylation and neuronal and myelin basic protein loss. VP3.15 also improves proliferation and neurogenesis as well as cognition after the insult. Interestingly, plasma gelsolin levels, a feasible biomarker of brain damage, improved after VP3.15 treatment. Altogether, our data support the beneficial effects of VP3.15 in GM-IVH by ameliorating brain neuroinflammatory, vascular and white matter damage, ultimately improving cognitive impairment associated with GM-IVH.</p>","PeriodicalId":23237,"journal":{"name":"Translational Stroke Research","volume":" ","pages":"467-483"},"PeriodicalIF":3.8,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139478900","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}
Qingbao Guo, Yan-Na Fan, Qian-Nan Wang, Jingjie Li, Cong Han, Zhengxing Zou, Simeng Liu, Xiaopeng Wang, Dan Yu, Fangbin Hao, Gan Gao, Qian Zhang, Songtao Pei, Jie Feng, Rimiao Yang, Minjie Wang, Heguan Fu, Xiangyang Bao, Lian Duan
{"title":"Nomogram for Predicting Long-term Outcomes of Encephaloduroarteriosynangiosis in Toddlers with Moyamoya Disease: a Longitudinal and Cross-sectional Study.","authors":"Qingbao Guo, Yan-Na Fan, Qian-Nan Wang, Jingjie Li, Cong Han, Zhengxing Zou, Simeng Liu, Xiaopeng Wang, Dan Yu, Fangbin Hao, Gan Gao, Qian Zhang, Songtao Pei, Jie Feng, Rimiao Yang, Minjie Wang, Heguan Fu, Xiangyang Bao, Lian Duan","doi":"10.1007/s12975-023-01213-w","DOIUrl":"10.1007/s12975-023-01213-w","url":null,"abstract":"<p><p>We investigated the long-term outcomes of encephaloduroarteriosynangiosis (EDAS) for stroke prevention in toddlers with moyamoya disease (MMD) using nomogram. Between January 2005 and December 2018, 74 toddlers with MMD underwent surgery in the Fifth Medical Centre, Chinese PLA General Hospital, 69 were < 4 years of age and included in the analysis. The modified Rankin scale (mRS) during follow-up evaluated clinical outcomes. To measure the effectiveness of EDAS, the annual risk of symptomatic infarction within the operated brain hemispheres was calculated. The event-free survival rate was determined using Kaplan-Meier curves. A nomogram generated using multivariate logistic regression analysis identified potential predictors associated with unfavorable outcomes. Additionally, discrimination, calibration, and clinical utility were assessed. A favorable clinical outcome was observed in 81.2% of the patients. The operated hemispheres showed an annual risk of 0.87% of symptomatic infarction and 0.23% of hemorrhage. Moreover, the 10-year event-free survival rates were 92.8% and 97.0% for symptomatic infarction and hemorrhage. Multivariate logistic analysis indicated that onset with infarction, initial mRS ≥ 3, and perioperative adverse events had significant and independent associations with unfavorable outcomes. However, an age at diagnosis of ≥ 2 years showed an association with favorable outcomes. Using these four factors, our model attained a concordance index of 0.912 (95% confidence interval, 0.842-0.982), well-fitted calibration curve, and cutoff value of 0.212 for predicting unfavorable outcomes. EDAS may prevent recurrent stroke and improve overall long-term clinical outcomes in toddlers with MMD. The developed nomogram accurately predicted unfavorable outcomes and assisted surgeons in patient evaluation.</p>","PeriodicalId":23237,"journal":{"name":"Translational Stroke Research","volume":" ","pages":"315-327"},"PeriodicalIF":3.8,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"71522692","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}
Soham Bandyopadhyay, Ben Gaastra, Ardalan Zolnourian, Patrick Garland, Chieh-Hsi Wu, Ian Galea, Diederik Bulters
{"title":"Distinct Cytokine Responses in Central and Systemic Compartments after Subarachnoid Haemorrhage.","authors":"Soham Bandyopadhyay, Ben Gaastra, Ardalan Zolnourian, Patrick Garland, Chieh-Hsi Wu, Ian Galea, Diederik Bulters","doi":"10.1007/s12975-025-01348-y","DOIUrl":"https://doi.org/10.1007/s12975-025-01348-y","url":null,"abstract":"<p><strong>Introduction: </strong>Neuroinflammation may contribute to outcomes following subarachnoid haemorrhage (SAH). Human cerebrospinal fluid (CSF) cytokine data is limited and its relationship with systemic inflammation is unknown. This study compares the inflammatory responses in CSF and plasma compartments, and their associations with outcome.</p><p><strong>Methods: </strong>Ten cytokines were measured in CSF and plasma from 98 SAH patients and 18 control patients. Outcome was assessed with the modified Rankin scale (mRS) and Subarachnoid Haemorrhage Outcome Tool (SAHOT) at days 7, 28, 90 and 180. Regression analyses and principal component analysis (PCA) were performed.</p><p><strong>Results: </strong>Median levels of all CSF cytokines and plasma IL-6 were higher in SAH patients than controls (p < 0.001). Plasma IL-6 peaked earlier (3 days after SAH) than CSF cytokines (7-9 days after SAH). On day 7, CSF levels were greater than plasma levels for all cytokines (p < 0.001). There was no correlation between individual cytokines in the plasma and CSF. Only plasma IL-6 levels correlated with long-term outcome (mRS (p = 0.009) and SAHOT (p = 0.007) at day 180), accounting for WFNS and blood volume. Seven principal components of cytokines had an eigenvalue greater than 1. Only the first plasma principal component (dominated by IL-6, IL-8, IL-12, IL-13, and TNF-α) was associated with outcomes (p < 0.05). Mediation analysis suggested the effects of WFNS and blood volume on outcome were not mediated by IL-6 or this principal component.</p><p><strong>Conclusion: </strong>SAH provokes an inflammatory response in CSF and plasma. The response pattern is different and distinct in each compartment. Each compartment's relationship with outcomes differ, suggesting separate roles in SAH pathophysiology. Plasma IL-6 is independently associated with outcomes.</p>","PeriodicalId":23237,"journal":{"name":"Translational Stroke Research","volume":" ","pages":""},"PeriodicalIF":3.8,"publicationDate":"2025-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143711368","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":"Higher Time to Peak after Stent Implantation in Symptomatic High-Grade Intracranial Atherosclerotic Stenosis is Related to In-Stent Restenosis.","authors":"Longhui Zhang, Haoyu Zhu, Yupeng Zhang, Fangguang Chen, Dapeng Sun, Yufan Liu, Chuhan Jiang, Zhongrong Miao, Baixue Jia","doi":"10.1007/s12975-025-01346-0","DOIUrl":"https://doi.org/10.1007/s12975-025-01346-0","url":null,"abstract":"<p><p>Little is known about the association between periprocedural hemodynamics and in-stent restenosis (ISR) following stent implantation in patients with symptomatic intracranial atherosclerotic stenosis (ICAS). This study aims to identify periprocedural hemodynamics that may be associated with ISR. Subjects were selected from the NOVA trial (The First-in-man Trial Evaluating the Safety and Efficacy of the NOVA Intracranial Stent Trial). ISR was defined as greater than 50% stenosis of the luminal diameter within or immediately adjacent to (within 5 mm) the implanted stent. Periprocedural hemodynamics, including cerebral blood flow, cerebral blood volume, mean transit time, and time to peak (TTP), were derived from the time-density curve generated from digital subtraction angiography using the fast Fourier transform algorithm. Of the 263 patients enrolled in the NOVA trial, 176 with symptomatic high-grade ICAS who underwent stent implantation were included in this study. Of these, 35 (19.9%) were diagnosed with ISR at the one-year follow-up. No significant differences in pre-procedure hemodynamics were observed between stent groups and between the ISR groups and the non-ISR group. Higher post-procedure TTP (OR, 1.95; 95% CI, 1.26-3.02), the use of bare-metal stents (OR, 5.40; 95% CI, 2.21-13.19), and higher post-procedure residual stenosis (OR, 1.08; 95% CI, 1.03-1.13) were independent factors associated with ISR. Higher post-procedure TTP, the use of bare-metal stents, and higher post-procedure residual stenosis were independent factors associated with ISR. The combined use of periprocedural hemodynamics and clinical factors may help predict ISR in patients with symptomatic high-grade ICAS.</p>","PeriodicalId":23237,"journal":{"name":"Translational Stroke Research","volume":" ","pages":""},"PeriodicalIF":3.8,"publicationDate":"2025-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143693369","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}
Meah T Ahmed, Anand Kaul, Joanna Roy, Basel Musmar, Santiago D Mendoza-Ayús, Morena P Koorie, Cheritesh R Amaravadi, Antony A Fuleihan, Stavropoula I Tjoumakaris, Michael R Gooch, Robert H Rosenwasser, Pascal Jabbour
{"title":"Long-Term Outcomes of Stereotactic Radiosurgery Focused Treatment of Brain Arteriovenous Malformations Based on Rupture Status: A Systematic Review and Meta-Analysis.","authors":"Meah T Ahmed, Anand Kaul, Joanna Roy, Basel Musmar, Santiago D Mendoza-Ayús, Morena P Koorie, Cheritesh R Amaravadi, Antony A Fuleihan, Stavropoula I Tjoumakaris, Michael R Gooch, Robert H Rosenwasser, Pascal Jabbour","doi":"10.1007/s12975-025-01339-z","DOIUrl":"https://doi.org/10.1007/s12975-025-01339-z","url":null,"abstract":"<p><p>Stereotactic radiosurgery (SRS) is a non-invasive treatment option for brain arteriovenous malformations (bAVMs). However, SRS cures are delayed, making it less favorable for higher risk ruptured bAVMs (rbAVMs) than unruptured (ubAVMs). This systematic review and meta-analysis explores the long-term outcomes of SRS-focused protocols for rbAVMs and ubAVMs. This study adhered to the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analysis) guidelines. Literature search was conducted using PubMed, Ovid Medline, Scopus, and hand-search on January 30th, 2025. The inclusion criteria encompassed studies: distinguishing cohorts by rupture status, reporting post-SRS outcomes, and without overlapping series. Pooled analysis was performed from 24 articles using DerSimonian-Laird random effects models. Subgroup and meta-regression analyses were also conducted. All analyses were performed using R. For rbAVMs, the pooled rupture, obliteration, and mortality rates were 7.14% (95% CI: 5.76%-8.64%), 65.0% (95% CI: 57.2%-72.4%), and 0.87% (95% CI: 0.00%-5.14%), respectively, and for ubAVMs, 6.13% (95% CI: 4.71%-7.69%), 59.5% (95% CI: 51.3%-67.3%), and 0.89% (95% CI: 0.00%-3.82%), respectively. Subgroup meta-analyses of rupture rates and obliteration rates showed no significant differences based on prior treatments (Q = 2.47, p = 0.48; Q = 4.34, p = 0.23; respectively) or volume-staging protocols (Q = 4.90, p = 0.18; Q = 1.12, p = 0.77, respectively). Meta-regression analysis for rbAVMs demonstrated a positive correlation between intranidal aneurysms and rupture rate (p < 0.05, R<sup>2</sup> = 100%), an inverse correlation between Spetzler-Martin (SM) grade I-II bAVMs and obliteration rate (p < 0.05, R<sup>2</sup> = 68.6%), and a positive correlation between SM grade III-V bAVMs and obliteration rate (p < 0.05, R<sup>2</sup> = 68.0%). Meta-regression analysis for ubAVMs demonstrated an inverse correlation between eloquent-region lesions and rupture rate (p < 0.05, R<sup>2</sup> = 31.3%), and surprisingly a positive correlation between mean age and obliteration rate (p < 0.05, R<sup>2</sup> = 23.8%). SRS-focused studies show similar long-term outcomes regardless of rupture status, but presence of underlying factors indicates the need for individualized risk-benefit analysis.</p>","PeriodicalId":23237,"journal":{"name":"Translational Stroke Research","volume":" ","pages":""},"PeriodicalIF":3.8,"publicationDate":"2025-03-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143671006","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}
Fang Wu, Hai-Ning Wei, Miao Zhang, Qing-Feng Ma, Rui Li, Jie Lu
{"title":"High-Resolution Magnetic Resonance Imaging Radiomics for Identifying High-Risk Intracranial Plaques.","authors":"Fang Wu, Hai-Ning Wei, Miao Zhang, Qing-Feng Ma, Rui Li, Jie Lu","doi":"10.1007/s12975-025-01345-1","DOIUrl":"https://doi.org/10.1007/s12975-025-01345-1","url":null,"abstract":"<p><p>The rupture of vulnerable plaques is the principal cause of luminal thrombosis in acute ischemic stroke. The identification of plaque features that indicate risk for disruption may predict cerebrovascular events. Here, we aimed to build a high-risk intracranial plaque model that differentiates symptomatic from asymptomatic plaques using radiomic features based on high-resolution magnetic resonance imaging (HRMRI). One hundred and seventy-two patients with 188 intracranial atherosclerotic plaques (100 symptomatic and 88 asymptomatic) with available HRMRI data were recruited. Clinical characteristics and conventional plaque features on HRMRI were measured, including high signal on T1-weighted images (HST1), the degree of stenosis, normalized wall index, remodeling index, and enhancement ratio (ER). Univariate and multivariate analyses were performed to build a traditional model to differentiate between symptomatic and asymptomatic plaques. Radiomic features were extracted from pre-contrast and post-contrast HRMRI. A radiomic model based on HRMRI was constructed using random forests, ridge, least absolute shrinkage and selection operator, and deep learning (DL). A MIX model was constructed based on the radiomic model and the traditional model. Gender, HST1, and ER were associated with symptomatic plaques and were included in the traditional model, which had an area under the curve (AUC) of 0.697 in the training set and 0.704 in the test set. The radiomic model achieved an AUC of 0.982 in the training set and 0.867 in the test dataset for identifying symptomatic plaques. In the training set, the MIX model showed an AUC of 0.977. In the test set, the MIX model exhibited an improved AUC of 0.895, which outperformed the traditional model (p = 0.032). Radiomic analysis based on DL and machine learning can accurately identify high-risk intracranial plaques.</p>","PeriodicalId":23237,"journal":{"name":"Translational Stroke Research","volume":" ","pages":""},"PeriodicalIF":3.8,"publicationDate":"2025-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143664577","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":"Dual-Energy CT-Based Thrombus Radiomics Can Predict Functional Outcome of Intravenous Thrombolysis in Acute Ischemic Stroke.","authors":"Yuzhu Ma, Ying Zhao, Yao Dai, Ziyang Song, Jiajia Yang, Chunhong Hu, Yu Zhang","doi":"10.1007/s12975-025-01344-2","DOIUrl":"https://doi.org/10.1007/s12975-025-01344-2","url":null,"abstract":"<p><p>To explore the predictive value of dual-energy CT-based thrombus radiomics for the functional outcome of intravenous thrombolysis in patients with acute ischemic stroke (AIS). One hundred four AIS patients who received intravenous thrombolysis were enrolled and classified into favorable and unfavorable outcome based on their modified Rankin Scale (mRS) scores at 90 days. All patients underwent a one-stop-shop CT scan upon admission, including NCCT, dual-energy CTA, and CTP. The thrombus radiological and radiomics models were developed using NCCT, CTA, and iodine overlay map (IOM) images. The clinical model was developed using clinical information and other radiological data. The best-performing radiomics model was selected for the further development of a clinical-radiomics nomogram. The performance of these models was evaluated using receiver operating characteristic (ROC) curves, clinical decision curves, calibration curves, and DeLong's test. The AUCs of the model<sub>Thrombus</sub> built using the thrombus characteristics were lower than those of most radiomics models (training, 0.77; test, 0.75). The AUCs of the model<sub>IOM</sub> were higher than those of model<sub>CTA</sub> (training, 0.84 vs. 0.71; test, 0.78 vs. 0.66) and were comparable to model<sub>NCCT</sub> (training, 0.84 vs. 0.82; test, 0.78 vs. 0.78). The model<sub>NCCT+IOM</sub> demonstrated improved predictive performance compared to either single-sequence model alone (training, 0.92; test, 0.83). Systolic blood pressure and baseline NIHSS score were independent predictors of favorable outcome. Among all models, the nomogram has the highest predictive value (training, 0.96; test, 0.91). The thrombus radiomics model based on dual-energy CT can effectively predict functional outcome of intravenous thrombolysis in patients with AIS. The addition of clinical data to the model can improve predictive performance.</p>","PeriodicalId":23237,"journal":{"name":"Translational Stroke Research","volume":" ","pages":""},"PeriodicalIF":3.8,"publicationDate":"2025-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143650964","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}