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Zhou Y, Qian D, Zhou Z, Li B, Ma Y, Chai E. A nomogram for predicting the risk of cerebral vasospasm after neurosurgical clipping in patients with aneurysmal subarachnoid hemorrhage. Front Neurol 2024; 15:1300930. [PMID: 38434203 PMCID: PMC10908552 DOI: 10.3389/fneur.2024.1300930] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2023] [Accepted: 02/07/2024] [Indexed: 03/05/2024] Open
Abstract
Purpose Cerebral vasospasm (CVS) is a common complication that occurs after neurosurgical clipping of intracranial aneurysms in patients with aSAH. This complication can lead to clinical deterioration and a poor prognosis. The aim of this study is to explore the risk factors for CVS in aSAH patients who have undergone neurosurgical clipping, develop a nomogram for CVS, and evaluate its performance. Methods Patients with aSAH who underwent neurosurgical clipping in the Department of Neurosurgery from January 2018 to January 2023 were selected as the subjects of this research. The clinical data of these patients were retrospectively analyzed. Logistic multivariate regression analysis was employed to identify the independent risk factors of CVS. A clinical prediction model in the form of a nomogram for CVS was developed using the R programming language and subsequently evaluated for its performance and quality. Results A total of 156 patients with aSAH were included in the analysis, comprising 109 patients in the training set and 47 patients in the validation set. In the training cohort, 27 patients (24.77%) developed CVS after neurosurgical clipping, while in the validation cohort, 15 patients (31.91%) experienced CVS. Multivariate regression analysis revealed that age, Hcy, WBC, glucose/potassium ratio, aneurysm location, and modified Fisher grade were independent risk factors for CVS. The nomogram exhibited excellent discriminative performance in both the training set (AUC = 0.885) and the validation set (AUC = 0.906). Conclusion CVS was a prevalent complication following neurosurgical clipping in patients with aSAH, with a highly intricate pathogenesis and pathophysiological course. Early prediction of CVS represented a significant challenge in clinical practice. In this study, age, Hcy, WBC, glucose/potassium ratio, aneurysm location, and modified Fisher grade emerged as independent risk factors for CVS. The resulting nomogram demonstrated substantial predictive value.
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Affiliation(s)
- Yu Zhou
- First Clinical Medical College, Lanzhou University, Lanzhou, China
- Cerebrovascular Disease Center, Gansu Provincial Hospital, Lanzhou, China
- Key Laboratory of Cerebrovascular Diseases, Lanzhou, China
| | - Dongliang Qian
- Cerebrovascular Disease Center, Gansu Provincial Hospital, Lanzhou, China
- Key Laboratory of Cerebrovascular Diseases, Lanzhou, China
| | - Zhou Zhou
- First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Tianjing, China
- National Clinical Research Center for Chinese Medicine Acquisition and Moxibustion, Tianjin University of Traditional Chinese Medicine, Tianjing, China
| | - Bin Li
- Cerebrovascular Disease Center, Gansu Provincial Hospital, Lanzhou, China
- Key Laboratory of Cerebrovascular Diseases, Lanzhou, China
| | - Yong Ma
- Cerebrovascular Disease Center, Gansu Provincial Hospital, Lanzhou, China
- Key Laboratory of Cerebrovascular Diseases, Lanzhou, China
- Clinical Medicine College, Ningxia Medical University, Yinchuan, China
| | - Erqing Chai
- First Clinical Medical College, Lanzhou University, Lanzhou, China
- Cerebrovascular Disease Center, Gansu Provincial Hospital, Lanzhou, China
- Key Laboratory of Cerebrovascular Diseases, Lanzhou, China
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Song H, Yuan S, Zhang Z, Zhang J, Zhang P, Cao J, Li H, Li X, Shen H, Wang Z, Chen G. Sodium/Hydrogen Exchanger 1 Participates in Early Brain Injury after Subarachnoid Hemorrhage both in vivo and in vitro via Promoting Neuronal Apoptosis. Cell Transplant 2019; 28:985-1001. [PMID: 30838887 PMCID: PMC6728713 DOI: 10.1177/0963689719834873] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Sodium/hydrogen exchanger 1 (NHE1) plays an essential role in maintaining intracellular pH (pHi) homeostasis in the central nervous system (CNS) under physiological conditions, and it is also associated with neuronal death and intracellular Na+ and Ca2+ overload induced by cerebral ischemia. However, its roles and underlying mechanisms in early brain injury (EBI) induced by subarachnoid hemorrhage (SAH) have not been fully explored. In this research, a SAH model in adult male rat was established through injecting autologous arterial blood into prechiasmatic cistern. Meanwhile, primary cultured cortical neurons of rat treated with 5 μM oxygen hemoglobin (OxyHb) for 24 h were applied to mimic SAH in vitro. We find that the protein levels of NHE1 are significantly increased in brain tissues of rats after SAH. Downregulation of NHE1 by HOE642 (a specific chemical inhibitor of NHE1) and genetic-knockdown can effectively alleviate behavioral and cognitive dysfunction, brain edema, blood-brain barrier (BBB) injury, inflammatory reactions, oxidative stress, neurondegeneration, and neuronal apoptosis, all of which are involved in EBI following SAH. However, upregulation of NHE1 by genetic-overexpression can produce opposite effects. Additionally, inhibiting NHE1 significantly attenuates OxyHb-induced neuronal apoptosis in vitro and reduces interaction of NHE1 and CHP1 both in vivo and in vitro. Collectively, we can conclude that NHE1 participates in EBI induced by SAH through mediating inflammation, oxidative stress, behavioral and cognitive dysfunction, BBB injury, brain edema, and promoting neuronal degeneration and apoptosis.
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Affiliation(s)
- Huangcheng Song
- 1 Department of Neurosurgery and Brain and Nerve Research Laboratory, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu Province, China.,2 Department of Neurosurgery, Haimen People's Hospital, Jiangsu Province, China.,Both the authors contributed equally to this article
| | - Shuai Yuan
- 1 Department of Neurosurgery and Brain and Nerve Research Laboratory, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu Province, China.,Both the authors contributed equally to this article
| | - Zhuwei Zhang
- 1 Department of Neurosurgery and Brain and Nerve Research Laboratory, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu Province, China
| | - Juyi Zhang
- 1 Department of Neurosurgery and Brain and Nerve Research Laboratory, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu Province, China
| | - Peng Zhang
- 1 Department of Neurosurgery and Brain and Nerve Research Laboratory, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu Province, China
| | - Jie Cao
- 1 Department of Neurosurgery and Brain and Nerve Research Laboratory, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu Province, China.,3 Department of Neurosurgery, The First People's Hospital of Changzhou, Jiangsu Province, China
| | - Haiying Li
- 1 Department of Neurosurgery and Brain and Nerve Research Laboratory, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu Province, China
| | - Xiang Li
- 1 Department of Neurosurgery and Brain and Nerve Research Laboratory, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu Province, China
| | - Haitao Shen
- 1 Department of Neurosurgery and Brain and Nerve Research Laboratory, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu Province, China
| | - Zhong Wang
- 1 Department of Neurosurgery and Brain and Nerve Research Laboratory, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu Province, China
| | - Gang Chen
- 1 Department of Neurosurgery and Brain and Nerve Research Laboratory, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu Province, China
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He Y, Xu L, Li B, Guo ZN, Hu Q, Guo Z, Tang J, Chen Y, Zhang Y, Tang J, Zhang JH. Macrophage-Inducible C-Type Lectin/Spleen Tyrosine Kinase Signaling Pathway Contributes to Neuroinflammation After Subarachnoid Hemorrhage in Rats. Stroke 2015; 46:2277-86. [PMID: 26138128 DOI: 10.1161/strokeaha.115.010088] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2015] [Accepted: 06/03/2015] [Indexed: 12/22/2022]
Abstract
BACKGROUND AND PURPOSE Macrophage-inducible C-type lectin (Mincle, CLEC4E) receptor is reported involved in neuroinflammation in cerebral ischemia and traumatic brain injury. This study was designed to investigate the role of Mincle and its downstream spleen tyrosine kinase (Syk) signal pathway in early brain injury after subarachnoid hemorrhage (SAH) in a rat model. METHODS Two hundred fifteen male Sprague-Dawley rats (280-320 g) were subjected to endovascular perforation model of SAH. SAH grade, neurological score, and brain water content were measured at 24 hours after SAH. Mincle/Syk, as well as CARD9 (a member of the caspase-associated recruitment domain [CARD], involved in innate immune response), interleukin-1β,and myeloperoxidase expressions were analyzed by Western blot at 24 hours after SAH. Specific cell types that expressed Mincle were detected with double immunofluorescence staining. Mincle small interfering RNA, recombinant SAP130, and a selective Syk phosphorylation inhibitor piceatannol were used for intervention. RESULTS Brain water content increased and neurological functions decreased in rats after SAH. The expression of SAP130, Mincle, Syk, and p-Syk increased at 12 hours and peaked at 24 hours after SAH. Mincle small interfering RNA reduced interleukin-1β and infiltration of myeloperoxidase positive cells, decreased brain water content, and improved neurological functions at 24 hours after SAH. Recombinant SAP130 upregulated the expression of p-Syk and CARD9 and increased the levels of interleukin-1β and myeloperoxidase, even though it did not increase brain water content nor it deteriorated neurological function at 24 hours after SAH. Syk inhibitor piceatannol reduced brain edema at 24 hours after SAH. CONCLUSION Mincle/Syk is involved in early brain injury after SAH, and they may serve as new targets for therapeutic intervention.
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Affiliation(s)
- Yue He
- From the Departments of Anesthesiology and Basic Sciences, Loma Linda University School of Medicine, CA (Y.H., L.X., B.L., Z-N.G., Q.H., Z.G., Junjia Tang, Y.C., Y.Z., Jiping Tang, J.H.Z.); Department of Neurosurgery, Tong-ji Hospital, Wuhan, PR China (Y.H.); Department of Neurosurgery, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, PR China (L.X., J.T.); Department of Neurosurgery, Jinan General Military Hospital, Jinan, PR China (B.L.); and Department of Neurosurgery, Southwest Hospital, Third Military Medical University, Chongqing, PR China (Y.C.)
| | - Liang Xu
- From the Departments of Anesthesiology and Basic Sciences, Loma Linda University School of Medicine, CA (Y.H., L.X., B.L., Z-N.G., Q.H., Z.G., Junjia Tang, Y.C., Y.Z., Jiping Tang, J.H.Z.); Department of Neurosurgery, Tong-ji Hospital, Wuhan, PR China (Y.H.); Department of Neurosurgery, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, PR China (L.X., J.T.); Department of Neurosurgery, Jinan General Military Hospital, Jinan, PR China (B.L.); and Department of Neurosurgery, Southwest Hospital, Third Military Medical University, Chongqing, PR China (Y.C.)
| | - Bo Li
- From the Departments of Anesthesiology and Basic Sciences, Loma Linda University School of Medicine, CA (Y.H., L.X., B.L., Z-N.G., Q.H., Z.G., Junjia Tang, Y.C., Y.Z., Jiping Tang, J.H.Z.); Department of Neurosurgery, Tong-ji Hospital, Wuhan, PR China (Y.H.); Department of Neurosurgery, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, PR China (L.X., J.T.); Department of Neurosurgery, Jinan General Military Hospital, Jinan, PR China (B.L.); and Department of Neurosurgery, Southwest Hospital, Third Military Medical University, Chongqing, PR China (Y.C.)
| | - Zhen-Ni Guo
- From the Departments of Anesthesiology and Basic Sciences, Loma Linda University School of Medicine, CA (Y.H., L.X., B.L., Z-N.G., Q.H., Z.G., Junjia Tang, Y.C., Y.Z., Jiping Tang, J.H.Z.); Department of Neurosurgery, Tong-ji Hospital, Wuhan, PR China (Y.H.); Department of Neurosurgery, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, PR China (L.X., J.T.); Department of Neurosurgery, Jinan General Military Hospital, Jinan, PR China (B.L.); and Department of Neurosurgery, Southwest Hospital, Third Military Medical University, Chongqing, PR China (Y.C.)
| | - Qin Hu
- From the Departments of Anesthesiology and Basic Sciences, Loma Linda University School of Medicine, CA (Y.H., L.X., B.L., Z-N.G., Q.H., Z.G., Junjia Tang, Y.C., Y.Z., Jiping Tang, J.H.Z.); Department of Neurosurgery, Tong-ji Hospital, Wuhan, PR China (Y.H.); Department of Neurosurgery, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, PR China (L.X., J.T.); Department of Neurosurgery, Jinan General Military Hospital, Jinan, PR China (B.L.); and Department of Neurosurgery, Southwest Hospital, Third Military Medical University, Chongqing, PR China (Y.C.)
| | - Zongduo Guo
- From the Departments of Anesthesiology and Basic Sciences, Loma Linda University School of Medicine, CA (Y.H., L.X., B.L., Z-N.G., Q.H., Z.G., Junjia Tang, Y.C., Y.Z., Jiping Tang, J.H.Z.); Department of Neurosurgery, Tong-ji Hospital, Wuhan, PR China (Y.H.); Department of Neurosurgery, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, PR China (L.X., J.T.); Department of Neurosurgery, Jinan General Military Hospital, Jinan, PR China (B.L.); and Department of Neurosurgery, Southwest Hospital, Third Military Medical University, Chongqing, PR China (Y.C.)
| | - Junjia Tang
- From the Departments of Anesthesiology and Basic Sciences, Loma Linda University School of Medicine, CA (Y.H., L.X., B.L., Z-N.G., Q.H., Z.G., Junjia Tang, Y.C., Y.Z., Jiping Tang, J.H.Z.); Department of Neurosurgery, Tong-ji Hospital, Wuhan, PR China (Y.H.); Department of Neurosurgery, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, PR China (L.X., J.T.); Department of Neurosurgery, Jinan General Military Hospital, Jinan, PR China (B.L.); and Department of Neurosurgery, Southwest Hospital, Third Military Medical University, Chongqing, PR China (Y.C.)
| | - Yujie Chen
- From the Departments of Anesthesiology and Basic Sciences, Loma Linda University School of Medicine, CA (Y.H., L.X., B.L., Z-N.G., Q.H., Z.G., Junjia Tang, Y.C., Y.Z., Jiping Tang, J.H.Z.); Department of Neurosurgery, Tong-ji Hospital, Wuhan, PR China (Y.H.); Department of Neurosurgery, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, PR China (L.X., J.T.); Department of Neurosurgery, Jinan General Military Hospital, Jinan, PR China (B.L.); and Department of Neurosurgery, Southwest Hospital, Third Military Medical University, Chongqing, PR China (Y.C.)
| | - Yang Zhang
- From the Departments of Anesthesiology and Basic Sciences, Loma Linda University School of Medicine, CA (Y.H., L.X., B.L., Z-N.G., Q.H., Z.G., Junjia Tang, Y.C., Y.Z., Jiping Tang, J.H.Z.); Department of Neurosurgery, Tong-ji Hospital, Wuhan, PR China (Y.H.); Department of Neurosurgery, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, PR China (L.X., J.T.); Department of Neurosurgery, Jinan General Military Hospital, Jinan, PR China (B.L.); and Department of Neurosurgery, Southwest Hospital, Third Military Medical University, Chongqing, PR China (Y.C.)
| | - Jiping Tang
- From the Departments of Anesthesiology and Basic Sciences, Loma Linda University School of Medicine, CA (Y.H., L.X., B.L., Z-N.G., Q.H., Z.G., Junjia Tang, Y.C., Y.Z., Jiping Tang, J.H.Z.); Department of Neurosurgery, Tong-ji Hospital, Wuhan, PR China (Y.H.); Department of Neurosurgery, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, PR China (L.X., J.T.); Department of Neurosurgery, Jinan General Military Hospital, Jinan, PR China (B.L.); and Department of Neurosurgery, Southwest Hospital, Third Military Medical University, Chongqing, PR China (Y.C.)
| | - John H Zhang
- From the Departments of Anesthesiology and Basic Sciences, Loma Linda University School of Medicine, CA (Y.H., L.X., B.L., Z-N.G., Q.H., Z.G., Junjia Tang, Y.C., Y.Z., Jiping Tang, J.H.Z.); Department of Neurosurgery, Tong-ji Hospital, Wuhan, PR China (Y.H.); Department of Neurosurgery, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, PR China (L.X., J.T.); Department of Neurosurgery, Jinan General Military Hospital, Jinan, PR China (B.L.); and Department of Neurosurgery, Southwest Hospital, Third Military Medical University, Chongqing, PR China (Y.C.).
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