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Gu Y, Shi D, Shen H, Wang Y, Xu D, Xiao A, Jin D, Lu K, Cai W, Xu L. Nomogram Based on Dual-Layer Spectral Detector CTA Parameter for the Prediction of Infarct Core in Patients with Acute Ischemic Stroke. Diagnostics (Basel) 2023; 13:3434. [PMID: 37998572 PMCID: PMC10670594 DOI: 10.3390/diagnostics13223434] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Revised: 10/30/2023] [Accepted: 11/09/2023] [Indexed: 11/25/2023] Open
Abstract
(1) Background: Acute ischemic stroke (AIS) is time-sensitive. The accurate identification of the infarct core and penumbra areas in AIS patients is an important basis for formulating treatment plans, and is the key to dual-layer spectral detector computed tomography angiography (DLCTA), a safer and more accurate diagnostic method for AIS that will replace computed tomography perfusion (CTP) in the future. Thus, this study aimed to investigate the value of DLCTA in differentiating infarct core from penumbra in patients with AIS to establish a nomogram combined with spectral computed tomography (CT) parameters for predicting the infarct core and performing multi-angle evaluation. (2) Methods: Data for 102 patients with AIS were retrospectively collected. All patients underwent DLCTA and CTP. The patients were divided into the non-infarct core group and the infarct core group, using CTP as the reference. Multivariate logistic regression analysis was used to screen predictors related to the infarct core and establish a nomogram model. The receiver operating characteristic (ROC) curve, the calibration curve, and decision curve analysis (DCA) were used to evaluate the predictive efficacy, accuracy, and clinical practicability of the model, respectively. (3) Results: Multivariate logistic analysis identified three independent predictors: iodine density (OR: 0.022, 95% CI: 0.003-0.170, p < 0.001), hypertension (OR: 7.179, 95% CI: 1.766-29.186, p = 0.006), and triglycerides (OR: 0.255, 95% CI: 0.109-0.594, p = 0.002). The AUC-ROC of the nomogram was 0.913. Calibration was good. Decision curve analysis was clinically useful. (4) Conclusions: The spectral CT parameters, specifically iodine density values, effectively differentiate between the infarct core and penumbra areas in patients with AIS. The nomogram, based on iodine density values, showed strong predictive power, discrimination, and clinical utility to accurately predict infarct core in AIS patients.
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Affiliation(s)
- Yan Gu
- Department of Radiology, The Second Affiliated Hospital of Soochow University, Suzhou 215000, China; (Y.G.); (D.S.); (Y.W.); (D.X.); (A.X.); (D.J.); (K.L.); (W.C.)
| | - Dai Shi
- Department of Radiology, The Second Affiliated Hospital of Soochow University, Suzhou 215000, China; (Y.G.); (D.S.); (Y.W.); (D.X.); (A.X.); (D.J.); (K.L.); (W.C.)
| | - Hao Shen
- Department of Medical Oncology, Anhui Provincial Hospital Affiliated to Anhui Medical University, Hefei 230000, China;
| | - Yeqing Wang
- Department of Radiology, The Second Affiliated Hospital of Soochow University, Suzhou 215000, China; (Y.G.); (D.S.); (Y.W.); (D.X.); (A.X.); (D.J.); (K.L.); (W.C.)
| | - Dandan Xu
- Department of Radiology, The Second Affiliated Hospital of Soochow University, Suzhou 215000, China; (Y.G.); (D.S.); (Y.W.); (D.X.); (A.X.); (D.J.); (K.L.); (W.C.)
| | - Aoqi Xiao
- Department of Radiology, The Second Affiliated Hospital of Soochow University, Suzhou 215000, China; (Y.G.); (D.S.); (Y.W.); (D.X.); (A.X.); (D.J.); (K.L.); (W.C.)
| | - Dan Jin
- Department of Radiology, The Second Affiliated Hospital of Soochow University, Suzhou 215000, China; (Y.G.); (D.S.); (Y.W.); (D.X.); (A.X.); (D.J.); (K.L.); (W.C.)
| | - Kuan Lu
- Department of Radiology, The Second Affiliated Hospital of Soochow University, Suzhou 215000, China; (Y.G.); (D.S.); (Y.W.); (D.X.); (A.X.); (D.J.); (K.L.); (W.C.)
| | - Wu Cai
- Department of Radiology, The Second Affiliated Hospital of Soochow University, Suzhou 215000, China; (Y.G.); (D.S.); (Y.W.); (D.X.); (A.X.); (D.J.); (K.L.); (W.C.)
| | - Liang Xu
- Department of Radiology, The Second Affiliated Hospital of Soochow University, Suzhou 215000, China; (Y.G.); (D.S.); (Y.W.); (D.X.); (A.X.); (D.J.); (K.L.); (W.C.)
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Tao C, Wang Y, Xiao S. Clinical significance of CT angiographic assessment of collateral circulation combined with serum NLRP1 levels in ischemic stroke patients. Medicine (Baltimore) 2023; 102:e33433. [PMID: 37000063 PMCID: PMC10063313 DOI: 10.1097/md.0000000000033433] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Revised: 03/11/2023] [Accepted: 03/13/2023] [Indexed: 04/01/2023] Open
Abstract
This research aimed to combine serum NLR-pyrin domain containing 1 (NLRP1) levels and collateral circulation to assess ischemic stroke patients and predict the prognoses of the patients. This present prospective observational study enrolled 196 ischemic stroke patients. All patients underwent CTA as well as digital subtraction angiography (DSA) to assess collateral circulation by American Society of Interventional and Therapeutic Neuroradiology/Society of Interventional Radiology (ASITN/SIR). In addition, we collected serum samples from 100 patients with carotid atherosclerosis as controls. The serum NLRP1, tumor necrosis factor α (TNF-α), interleukin (IL)-6, IL-1β and C-reactive protein (CRP) levels were measured by enzyme-linked immunosorbent assay (ELISA). The age, BMI, sex, smoke condition, diastolic blood pressure, systolic blood pressure, National Institutes of Health Stroke Scores (NIHSS), modified Rankin Scale (mRS) scores, imaging indicators and the levels of triglyceride, total cholesterol (TC), low-density leptin cholesterol (LDLC), high-density leptin cholesterol of all subjects were recorded. All data used SPSS 18.0 to statistical analyses. The serum levels of NLRP1 were remarkably enhanced in the ischemic stroke patients compared with the carotid atherosclerosis patients. The NIHSS score, the mRS score after 90 days and the levels of NLRP1, CRP, TNF-α IL-6 and IL-1β of ischemic stroke patients in the ASITN/SIR grade 0 to 2 group were remarkably elevated than the ischemic stroke patients in ASITN/SIR grade 3 to 4 group. Spearman analysis supported that a positive correlation existed among the NLRP1, CRP, IL-6, TNF-α, and IL-1β levels. The NIHSS score, infarct volume and the levels of NLRP1, IL-6, TNF-α, and IL-1β of ischemic stroke patients in the mRS score ≥ 3 group were remarkably elevated than the ischemic stroke patients in the mRS score ≤ 2 group. ASITN/SIR grade and NLRP1 could be potential diagnostic biomarkers of poor prognosis of ischemic stroke patients. It was found that NLRP1, ASITN/SIR grade, infarct volume, NIHSS, IL-6, and IL-1β were the risk factors for bad prognosis of ischemic stroke patients. This study showed that the serum NLRP1 levels were remarkably decreased in ischemic stroke patients. In addition, the serum NLRP1 levels and ASITN/SIR grade could predict the prognosis of ischemic stroke patients.
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Affiliation(s)
- Chong Tao
- Department of Radiology, Hubei Provincial Hospital of Traditional Chinese Medicine, Wuhan, Hubei, P. R. China
| | - Yu Wang
- Department of Radiology, Wuhan Hospital of Traditional Chinese Medicine, Wuhan, Hubei, P. R. China
| | - Shiyin Xiao
- Department of Radiology, Wuhan Hospital of Traditional Chinese Medicine, Wuhan, Hubei, P. R. China
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Follow-Up Infarct Volume Prediction by CTP-Based Hypoperfusion Index, and the Discrepancy between Small Follow-Up Infarct Volume and Poor Functional Outcome-A Multicenter Study. Diagnostics (Basel) 2023; 13:diagnostics13010152. [PMID: 36611444 PMCID: PMC9818307 DOI: 10.3390/diagnostics13010152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Accepted: 12/29/2022] [Indexed: 01/04/2023] Open
Abstract
(1) Background: Follow-up infarct volume (FIV) may have implications for prognostication in acute ischemic stroke patients. Factors predicting the discrepancy between FIV and 90-day outcomes are poorly understood. We aimed to develop a comprehensive predictive model of FIV and explore factors associated with the discrepancy. (2) Methods: Patients with acute anterior circulation large vessel occlusion were included. Baseline clinical and CT features were extracted and analyzed, including the CTP-based hypoperfusion index (HI) and the NCCT-based e-ASPECT, measured by automated software. FIV was assessed on follow-up NCCT at 3−7 days. Multiple linear regression was used to construct the predictive model. Subgroup analysis was performed to explore factors associated with poor outcomes (90-mRS scores 3−6) in small FIV (<70 mL). (3) Results: There were 170 patients included. Baseline e-ASPECT, infarct core volume, hypoperfusion volume, HI, baseline international normalized ratio, and successful recanalization were associated with FIV and included in constructing the predictive model. Baseline NIHSS, baseline hypertension, stroke history, and current tobacco use were associated with poor outcomes in small FIV. (4) Conclusions: A comprehensive predictive model (including HI) of FIV was constructed. We also emphasized the importance of hypertension and smoking status at baseline for the functional outcomes in patients with a small FIV.
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Shen Y, Li M, Chen Y, Liu S, Liu J, Yang D. Comparison between collateral status and DEFUSE 3 or DAWN criteria in patient selection for endovascular thrombectomy within 6-24 hours after stroke: a protocol for meta-analysis. BMJ Open 2022; 12:e059557. [PMID: 36288829 PMCID: PMC9615982 DOI: 10.1136/bmjopen-2021-059557] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
INTRODUCTION Perfusion imaging according to the DEFUSE 3 or DAWN criteria has been applied to select patients with large vascular occlusive stroke undergo endovascular therapy (EVT) in the extended time window. Emerging studies have shown that collateral blood flow-based criteria may be as effective as DEFUSE 3 and DAWN criteria for the evaluation of EVT eligibility beyond 6 hours. We will conduct a meta-analysis to compare collateral status-based criteria with DEFUSE 3 or DAWN criteria. METHODS AND ANALYSIS We will conduct a search for the studies comparing collateral blood flow-based imaging with CT perfusion using the DEFUSE 3 or DAWN criteria in selecting patients with acute ischaemic stroke undergo EVT in the Web of Science, PubMed, EMBASE and the Cochrane Library databases between November 2017 and November 2021. We will also search the sources of grey literature, the reference lists of included studies and the newly published studies during the review period. Two investigators will independently screen the eligible studies and extract data. The study quality will be assessed by using the Newcastle-Ottawa Scale or the Cochrane risk bias tool. Stata V.17 will be used to conduct data analysis. ETHICS AND DISSEMINATION Patient informed consent and ethics approval are not necessary as this study uses only published studies. The finding of this meta-analysis will be propagated through committee conferences or peer-reviewed journals. PROSPERO REGISTRATION NUMBER CRD42021281928.
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Affiliation(s)
- Yuling Shen
- Department of Neurology, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China
| | - Mao Li
- Department of Neurology, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China
| | - Yun Chen
- Department of Neurology, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China
| | - Shanyu Liu
- Department of Neurology, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China
| | - Junyan Liu
- Department of Neurology, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China
| | - Dongdong Yang
- Department of Neurology, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China
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Hypoperfusion Intensity Ratio is Associated with Stroke Mechanism in Patients Undergoing Mechanical Thrombectomy. J Stroke Cerebrovasc Dis 2022; 31:106539. [PMID: 35550982 DOI: 10.1016/j.jstrokecerebrovasdis.2022.106539] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Revised: 04/17/2022] [Accepted: 04/24/2022] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND Hypoperfusion Intensity Ratio (HIR), defined as Tmax >10s/Tmax >6s on computed tomography perfusion (CTP), and stroke mechanisms have been independently correlated with angiographic collaterals and patient outcomes. Slowly developing atherosclerotic stenosis may foster collateral development, whereas cardioembolic occlusion may occur before collaterals mature. We hypothesized that favorable HIR is associated with large artery atherosclerosis (LAA) stroke mechanism and good clinical outcome. METHODS Retrospective study of consecutive endovascularly-treated stroke patients with intracranial ICA or MCA M1/M2 occlusions, who underwent CTP before intervention, between January 2018 and August 2021. Patients were dichotomized into LAA+ or LAA- based on presence of LAA on angiography. HIR was dichotomized into favorable (HIR+) or unfavorable (HIR-) groups based on published thresholds. Good early outcome was defined as discharge mRS of 0-2. Bivariate and multivariable logistic regression were performed. RESULTS 143 patients met inclusion. 21/143 were LAA+ (15%) and 65/143 (45%) were HIR+. HIR+ was significantly more frequent in LAA+ patients (67% vs. 42%, p= 0.035). Controlling for demographics, stroke severity, imaging findings, and medical comorbidities, LAA+ remained independently associated with HIR+ (OR 5.37 [95% CI 1.43 - 20.14]; p=0.013) as did smaller infarction core volume (<30 mL of CBF <30%: OR 7.92 [95% CI 2.27 - 27.64]; p = 0.001). HIR+ was not associated with good clinical outcome. CONCLUSIONS Large artery atherosclerosis was independently associated with favorable HIR in patients undergoing mechanical thrombectomy. While favorable HIR was associated with smaller pre-treatment core infarcts, reflecting more robust collaterals, it was not associated with good clinical outcome.
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Yao Z, Xu H, Cheng Y, Xu Y. Relationship between estimated glomerular filtration rate and outcome of ischemic stroke patients after mechanical thrombectomy. CNS Neurosci Ther 2021; 27:1281-1288. [PMID: 34254732 PMCID: PMC8504529 DOI: 10.1111/cns.13700] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Revised: 06/13/2021] [Accepted: 06/15/2021] [Indexed: 12/24/2022] Open
Abstract
Aims We aimed to determine whether preprocedural renal function affects the outcome of acute ischemic stroke (AIS) patients with mechanical thrombectomy (MT) and whether this effect is modified by the onset‐to‐reperfusion time (OTR) and mediated by collateral status. Methods Eligible patients with anterior circulation large vessel occlusion (LVO) who underwent MT between August 2018 and August 2020 were reviewed. The main outcome was good functional outcome [defined as modified Rankin Scale (mRS) of 0–2] at 3 months. Multivariable logistic regression analyses were conducted to explore the relationship between renal function and good functional outcome. A moderation analysis and the Johnson‐Neyman technique were performed to assess the interaction between renal function and OTR to predict the outcome of AIS patients with MT. Results Among 100 enrolled patients, 36 (36%) exhibited good functional outcome. A decreased preprocedural estimated glomerular filtration rate (pre‐eGFR) was significantly associated with worse functional outcome [adjusted OR, 1.059 (1.012–1.108); p, 0.014], and this effect was partly mediated by collateral circulation. An interaction between OTR and pre‐eGFR on functional outcome was observed (P for interaction, 0.22), and pre‐eGFR only had a significant effect on functional outcome when OTR exceeded 455.8 min. Moreover, the adverse effect of OTR on functional outcome became no longer significant when the pre‐eGFR was higher than 89.0 mL/min/1.73 mL/min/1.73 m². Conclusions Renal function was related to functional outcome at 3 months, and this relationship could be modified by OTR. The results suggested that reducing OTR and improving collateral circulation may mitigate the adverse effect of reduced kidney function on functional outcome.
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Affiliation(s)
- Zhelv Yao
- Department of Neurology, Affiliated Drum Tower Hospital, Nanjing University Medical School, Nanjing, China.,Jiangsu Key Laboratory for Molecular Medicine, Nanjing University Medical School, Nanjing, China.,Nanjing Medicine Center for Neurological and Psychiatric Diseases, Nanjing, China
| | - Hengheng Xu
- Department of Neurology, Affiliated Drum Tower Hospital, Nanjing University Medical School, Nanjing, China.,Jiangsu Key Laboratory for Molecular Medicine, Nanjing University Medical School, Nanjing, China.,Nanjing Medicine Center for Neurological and Psychiatric Diseases, Nanjing, China
| | - Yue Cheng
- Department of Neurology, Affiliated Drum Tower Hospital, Nanjing University Medical School, Nanjing, China.,Jiangsu Key Laboratory for Molecular Medicine, Nanjing University Medical School, Nanjing, China.,Nanjing Medicine Center for Neurological and Psychiatric Diseases, Nanjing, China
| | - Yun Xu
- Department of Neurology, Affiliated Drum Tower Hospital, Nanjing University Medical School, Nanjing, China.,Jiangsu Key Laboratory for Molecular Medicine, Nanjing University Medical School, Nanjing, China.,Nanjing Medicine Center for Neurological and Psychiatric Diseases, Nanjing, China
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