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Yan Z, Wu Q, Cai W, Xiang H, Wen L, Zhang A, Peng Y, Zhang X, Wang H. Identifying critical genes associated with aneurysmal subarachnoid hemorrhage by weighted gene co-expression network analysis. Aging (Albany NY) 2021; 13:22345-22360. [PMID: 34542421 PMCID: PMC8507255 DOI: 10.18632/aging.203542] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Accepted: 08/11/2021] [Indexed: 12/13/2022]
Abstract
Aneurysmal subarachnoid hemorrhage (aSAH) is a life-threatening medical condition with a high mortality and disability rate. aSAH has an unclear pathogenesis, and limited treatment options are available. Here, we aimed to identify critical genes involved in aSAH pathogenesis using peripheral blood gene expression data of 43 patients with aSAH due to ruptured intracranial aneurysms and 18 controls with headache, downloaded from Gene Expression Omnibus. These data were used to construct a co-expression network using weighted gene co-expression network analysis (WGCNA). The biological functions of the hub genes were explored, and critical genes were selected by combining with differentially expressed genes analysis. Fourteen modules were identified by WGCNA. Among those modules, red, blue, brown and cyan modules were closely associated with aSAH. Moreover, 364 hub genes in the significant modules were found to play important roles in aSAH. Biological function analysis suggested that protein biosynthesis-related processes and inflammatory responses-related processes were involved in the pathology of aSAH pathology. Combined with differentially expressed genes analysis and validation in 35 clinical samples, seven gene (CD27, ANXA3, ACSL1, PGLYRP1, ALPL, ARG1, and TPST1) were identified as potential biomarkers for aSAH, and three genes (ANXA3, ALPL, and ARG1) were changed with disease development, that may provide new insights into potential molecular mechanisms for aSAH.
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Affiliation(s)
- Zhizhong Yan
- The First School of Clinical Medicine, Southern Medical University, Guangzhou 510515, China.,Department of Neurosurgery, Jinling Hospital, Nanjing 210002, China.,Department of Neurosurgery, The 904th Hospital of The Joint Logistics Support Force of Chinese People's Liberation Army, Wuxi 214000, China
| | - Qi Wu
- Department of Neurosurgery, Jinling Hospital, Nanjing 210002, China
| | - Wei Cai
- Department of Neurosurgery, The Affiliated Suqian First People's Hospital of Nanjing Medical University, Suqian 223800, China
| | - Haitao Xiang
- Department of Neurosurgery, Kowloon Hospital, Shanghai Jiaotong University School of Medicine, Suzhou 215028, China
| | - Lili Wen
- Department of Neurosurgery, Jinling Hospital, Nanjing 210002, China
| | - An Zhang
- Department of Neurosurgery, Jinling Hospital, Nanjing 210002, China
| | - Yaonan Peng
- Department of Neurosurgery, Jinling Hospital, Nanjing 210002, China
| | - Xin Zhang
- Department of Neurosurgery, Jinling Hospital, Nanjing 210002, China
| | - Handong Wang
- The First School of Clinical Medicine, Southern Medical University, Guangzhou 510515, China.,Department of Neurosurgery, Jinling Hospital, Nanjing 210002, China
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Olsen MH, Orre M, Leisner ACW, Rasmussen R, Bache S, Welling K, Eskesen V, Møller K. Delayed cerebral ischaemia in patients with aneurysmal subarachnoid haemorrhage: Functional outcome and long-term mortality. Acta Anaesthesiol Scand 2019; 63:1191-1199. [PMID: 31173342 DOI: 10.1111/aas.13412] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2019] [Revised: 04/23/2019] [Accepted: 05/01/2019] [Indexed: 12/22/2022]
Abstract
INTRODUCTION Delayed cerebral ischaemia (DCI) is one of the most frequent complications of aneurysmal subarachnoid haemorrhage (aSAH). The purpose of the present retrospective cohort study of patients with aSAH was to identify the association between DCI, functional outcome and 4-year mortality. METHODS Patients admitted to the Neurointensive Care Unit at Rigshospitalet, Copenhagen, with aSAH from 1 January 2010, through 31 December 2013 were registered. Patients were categorized into 3 groups: (a) those with DCI, defined as either a decline in consciousness or focal neurological deficits lasting ≥1 hour without any other detectable cause, (b) those without DCI, or (c) those who were unassessable for DCI. Functional neurological outcome after 6 months, as measured by the modified Rankin Scale (mRS), was dichotomized into good (mRS 0-2) and poor (mRS 3-6). Kaplan-Meier survival curves were constructed, and incidence risk rates were calculated both to determine the association between DCI and mortality. RESULTS Four hundred ninety-two cases of aSAH were recorded in the study period. DCI occurred in 23% of all patients, corresponding to 33% of assessable patients. Patients without DCI had the best functional outcome (mRS) compared to patients with DCI and patients who were unassessable; furthermore, the latter had worse outcomes than patients with DCI. Patients diagnosed with DCI had significantly higher mortality than those without DCI, even ignoring the first 14 days after admission. CONCLUSION DCI may be associated with both short- and long-term morbidity and mortality in patients with aSAH.
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Affiliation(s)
- Markus Harboe Olsen
- Department of Neuroanaesthesiology Rigshospitalet, University of Copenhagen Copenhagen Denmark
| | - Matias Orre
- Department of Neuroanaesthesiology Rigshospitalet, University of Copenhagen Copenhagen Denmark
| | - Anna Cold Winge Leisner
- Department of Neuroanaesthesiology Rigshospitalet, University of Copenhagen Copenhagen Denmark
| | - Rune Rasmussen
- Department of Neurosurgery Rigshospitalet, University of Copenhagen Copenhagen Denmark
| | - Søren Bache
- Department of Neuroanaesthesiology Rigshospitalet, University of Copenhagen Copenhagen Denmark
| | - Karen‐Lise Welling
- Department of Neuroanaesthesiology Rigshospitalet, University of Copenhagen Copenhagen Denmark
| | - Vagn Eskesen
- Department of Neurosurgery Rigshospitalet, University of Copenhagen Copenhagen Denmark
| | - Kirsten Møller
- Department of Neuroanaesthesiology Rigshospitalet, University of Copenhagen Copenhagen Denmark
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Abstract
Aneurysmal subarachnoid hemorrhage (SAH) is a worldwide health burden with high fatality and permanent disability rates. The overall prognosis depends on the volume of the initial bleed, rebleeding, and degree of delayed cerebral ischemia (DCI). Cardiac manifestations and neurogenic pulmonary edema indicate the severity of SAH. The International Subarachnoid Aneurysm Trial (ISAT) reported a favorable neurological outcome with the endovascular coiling procedure compared with surgical clipping at the end of 1 year. The ISAT trial recruits were primarily neurologically good grade patients with smaller anterior circulation aneurysms, and therefore the results cannot be reliably extrapolated to larger aneurysms, posterior circulation aneurysms, patients presenting with complex aneurysm morphology, and poor neurological grades. The role of hypothermia is not proven to be neuroprotective according to a large randomized controlled trial, Intraoperative Hypothermia for Aneurysms Surgery Trial (IHAST II), which recruited patients with good neurological grades. Patients in this trial were subjected to slow cooling and inadequate cooling time and were rewarmed rapidly. This methodology would have reduced the beneficial effects of hypothermia. Adenosine is found to be beneficial for transient induced hypotension in 2 retrospective analyses, without increasing the risk for cardiac and neurological morbidity. The neurological benefit of pharmacological neuroprotection and neuromonitoring is not proven in patients undergoing clipping of aneurysms. DCI is an important cause of morbidity and mortality following SAH, and the pathophysiology is likely multifactorial and not yet understood. At present, oral nimodipine has an established role in the management of DCI, along with maintenance of euvolemia and induced hypertension. Following SAH, hypernatremia, although less common than hyponatremia, is a predictor of poor neurological outcome.
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Affiliation(s)
- Stanlies D'Souza
- Department of Neuroanesthesiology, Baystate Medical Center, Tufts University School of Medicine, Springfield, MA
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Mark DG, Hung YY, Offerman SR, Rauchwerger AS, Reed ME, Chettipally U, Vinson DR, Ballard DW. Nontraumatic subarachnoid hemorrhage in the setting of negative cranial computed tomography results: external validation of a clinical and imaging prediction rule. Ann Emerg Med 2012; 62:1-10.e1. [PMID: 23026788 DOI: 10.1016/j.annemergmed.2012.09.003] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2012] [Revised: 08/25/2012] [Accepted: 09/07/2012] [Indexed: 10/27/2022]
Abstract
STUDY OBJECTIVE Clinical variables can reliably exclude a diagnosis of nontraumatic subarachnoid hemorrhage in patients with negative cranial computed tomography (CT) results. We externally validated 2 decision rules with 100% reported sensitivity for a diagnosis of subarachnoid hemorrhage, among patients undergoing lumbar puncture after a negative cranial CT result: (1) clinical rule: presence of any combination of age 40 years and older, neck pain or stiffness, loss of consciousness, or headache onset during exertion; and (2) imaging rule: cranial CT performed within 6 hours of headache onset. METHODS This was a matched case-control study of patients presenting to 21 emergency departments between 2000 and 2011. Patients with a diagnosis of subarachnoid hemorrhage as determined by lumbar puncture after a negative cranial CT result were screened for inclusion. A matched control cohort was selected among patients with a diagnosis of headache after negative cranial CT and lumbar puncture results. RESULTS Fifty-five cases of subarachnoid hemorrhage meeting inclusion criteria were identified, 34 (62%) of which were attributed to cerebral aneurysms. External validation of the clinical rule demonstrated a sensitivity of 97.1% (95% confidence interval [CI] 88.6% to 99.7%), a specificity of 22.7% (95% CI 16.6% to 29.8%), and a negative likelihood ratio of 0.13 (95% CI 0.03 to 0.61) for a diagnosis of subarachnoid hemorrhage. External validation of the imaging rule revealed that 11 of 55 subarachnoid hemorrhage cases (20%) had negative cranial CT results for tests performed within 6 hours of headache onset. CONCLUSION The clinical rule demonstrated useful Bayesian test characteristics when retrospectively validated against this patient cohort. The imaging rule, however, failed to identify 20% of subarachnoid hemorrhage patients with a negative cranial CT result.
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Affiliation(s)
- Dustin G Mark
- Department of Emergency Medicine, Kaiser Permanente, Oakland, CA, USA.
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