Epidermal Growth Factor Receptor Mediates Neuronal Apoptosis After Subarachnoid Hemorrhage in Mice.

BACKGROUND: Early brain injury including neuronal apoptosis is a main contributor to neurological deterioration after subarachnoid hemorrhage (SAH). This study was aimed to investigate whether EGFR (epidermal growth factor receptor)/NFκB (nuclear factor-kappa B) inducing kinase (NIK)/NFκB (p65 and p50) pathway is involved in the neuronal apoptosis after SAH in mice. METHODS: C57BL/6 adult male mice underwent endovascular perforation SAH modeling or sham-operation (n=286), and 86 mild SAH mice were excluded. In experiment 1, vehicle or an EGFR inhibitor (632.0 ng AG1478) was administered intraventricularly at 30 minutes postmodeling. At 24 or 72 hours, after neurological score was tested, brain water content, double immunolabeling with terminal deoxynucleotidyl transferase dUTP nick end labeling (TUNEL) and a neuronal marker antimicrotubule-associated protein-2 antibody, Western blotting using whole tissue lysate or nuclear protein extraction of the left cortex, and immunohistochemistry for cleaved caspase-3, phosphorylated (p-) EGFR, NIK, p-NFκB p65, and NFκB p105/50 were evaluated. In experiment 2, after sham or SAH modeling, AG1478+vehicle or AG1478+4.0 ng EGF was administered intraventricularly. The brain was used for TUNEL staining and immunohistochemistry after 24-hour observation. RESULTS: SAH group showed deteriorated neurological score (P<0.01, Mann-Whitney U test), more TUNEL- and cleaved caspase-3-positive neurons (P<0.01, ANOVA), and higher brain water content (P<0.01, Mann-Whitney U test), and these observations were improved in SAH-AG1478 group. Western blotting showed that expression levels of p-EGFR, p-p65, p50, and nuclear-NIK were increased after SAH (P<0.05, ANOVA), and decreased by AG1478 administration. Immunohistochemistry revealed these molecules localized in degenerating neurons. EGF administration resulted in neurological deterioration, increased TUNEL-positive neurons, and activation of EGFR, NIK, and NFκB. CONCLUSIONS: Activated EGFR, nuclear-NIK, and NFκB expressions were observed in cortical degenerating neurons after SAH, and were decreased by administration of AG1478, associated with suppression of TUNEL- and cleaved caspase-3-positive neurons. EGFR/NIK/NFκB pathway is suggested to be involved in neuronal apoptosis after SAH in mice.

Tenascin-C in brain injuries and edema after subarachnoid hemorrhage: Findings from basic and clinical studies.

Subarachnoid hemorrhage (SAH) by a rupture of cerebral aneurysms remains the most devastating cerebrovascular disease. Early brain injury (EBI) is increasingly recognized to be the primary determinant for poor outcomes, and also considered to cause delayed cerebral ischemia (DCI) after SAH. Both clinical and experimental literatures emphasize the impact of global cerebral edema in EBI as negative prognostic and direct pathological factors. The nature of the global cerebral edema is a mixture of cytotoxic and vasogenic edema, both of which may be caused by post-SAH induction of tenascin-C (TNC) that is an inducible, non-structural, secreted and multifunctional matricellular protein. Experimental SAH induces TNC in brain parenchyma in rats and mice. TNC knockout suppressed EBI in terms of brain edema, blood-brain barrier disruption, neuronal apoptosis and neuroinflammation, associated with the inhibition of post-SAH activation of mitogen-activated protein kinases and nuclear factor-kappa B in mice. In a clinical setting, more severe SAH increases more TNC in cerebrospinal fluid and peripheral blood, which could be a surrogate marker of EBI and predict DCI development and outcomes. In addition, cilostazol, a selective inhibitor of phosphodiesterase type III that is a clinically available anti-platelet agent and is known to suppress TNC induction, dose-dependently inhibited delayed cerebral infarction and improved outcomes in a pilot clinical study. Thus, further studies may facilitate application of TNC as biomarkers for non-invasive diagnosis or assessment of EBI and DCI, and lead to development of a molecular target drug against TNC, contributing to the improvement of post-SAH outcomes.

TAK-242, Toll-Like Receptor 4 Antagonist, Attenuates Brain Edema in Subarachnoid Hemorrhage Mice.

BACKGROUND: Brain edema is a common and critical pathology following subarachnoid hemorrhage (SAH). Toll-like receptor 4 (TLR4) activation may exacerbate brain edema. The purpose of this study was to clarify if TAK-242, a TLR4 antagonist, suppresses brain edema formation and neurological impairments after SAH in mice. METHODS: A total of 46 mice underwent endovascular perforation to induce SAH or sham operation and were classified as Sham+TAK-242, SAH+ phosphate-buffered saline (PBS), and SAH + TAK-242 groups. The PBS or TAK-242 was administered intracerebroventricularly to mice at 30 min from the operation. Neurobehavioral tests, SAH severity, and brain water content were evaluated at 24 h from the operation. RESULTS: The SAH + PBS group was significantly worse in neurological tests (P < 0.001) and brain water content of the cerebral hemisphere in the bleeding side (p = 0.005) compared with the Sham+PBS group, while there were no differences between the SAH + TAK-242 and Sham+PBS groups. SAH severity in the SAH + PBS group was similar to that in the SAH + TAK-242 group. CONCLUSIONS: Intracerebroventricular administration of TAK-242 possibly prevents neurological impairments at least via suppression of brain edema.

Possible Involvement of Caspase-Independent Pathway in Neuronal Death After Subarachnoid Hemorrhage in Mice.

Early brain injury is now considered as an important cause of delayed neurological deterioration after aneurysmal subarachnoid hemorrhage (SAH), and neuronal apoptosis is one of the constituents of early brain injury. Caspase family is popular proteases in apoptotic pathways, but there also exist caspase-independent cell death pathways in many pathologic states. In this study, we investigated the ratio of caspase-related and caspase-unrelated neuronal deaths in a mice endovascular perforation SAH model. At 24 h after SAH, about half of neurons in the perforation-side cortex showed increased cleaved caspase-3 immunoreactivity. On the other hand, about half of cleaved caspase-3-immunonegative neurons showed abnormal morphology, suggesting that they were in the process of some sort of cell death in the absence of caspase-3 activity. These findings suggest that both caspase-dependent and caspase-independent signaling pathways may cause neuronal death after SAH.

Link Between Receptors That Engage in Developing Vasospasm After Subarachnoid Hemorrhage in Mice.

Vasospasm after subarachnoid hemorrhage (SAH) has been studied, but the mechanisms remain to be unveiled. Tenascin-C (TNC), which is a matricellular protein and reported to increase in spastic cerebral artery wall after SAH, is a ligand for both Toll-like receptor 4 (TLR4) and epidermal growth factor receptor (EGFR). Our previous studies suggested the involvement of TNC and these receptors in vasoconstriction or vasospasm after SAH. In this study, we investigated whether upregulation of TNC and TLR4 is observed and if an EGFR inhibitor has suppressive effects against them in a mice endovascular perforation SAH model. At 24 h after SAH, TNC and TLR4 expressions were widely observed in spastic cerebral arteries, and these expressions were suppressed by the administration of an EGFR inhibitor. From these results, EGFR inhibitors possibly suppress the expression of not only EGFR but also TLR4 at least partly through regulating TNC upregulation. More studies are needed to clarify the precise mechanisms linking these receptors.

The Role of Galectin-3 in Subarachnoid Hemorrhage: A Preliminary Study.

Despite advances in diagnosis and treatment of subarachnoid hemorrhage (SAH), combined morbidity and mortality rate in SAH patients accounted for greater than 50%. Many prognostic factors have been reported including delayed cerebral ischemia, cerebral vasospasm-induced infarction, and shunt-dependent hydrocephalus as potentially preventable or treatable causes. Recent experimental studies emphasize that early brain injury, a concept to explain acute pathophysiological events that occur in brain before onset of cerebral vasospasm within the first 72 h of SAH, may be more important than cerebral vasospasm, a classically important determinant of poor outcome, in post-SAH outcome. Galectin-3 is known for one of matricellular proteins and a mediator of inflammation in the central nervous system. Galectin-3 was also reported to contribute to poor outcomes in SAH patients, but the role of galectin-3 after SAH has not been determined. We produced experimental SAH mice, of which the top of the internal carotid artery was perforated by 4-0 monofilament, and evaluated effects of a galectin-3 inhibitor. We assessed neurological scores and brain water content at 24 h. The administration of a galectin-3 inhibitor significantly ameliorated brain edema and neuronal score in experimental SAH mice.

Toll-Like Receptor 4 and Tenascin-C Signaling in Cerebral Vasospasm and Brain Injuries After Subarachnoid Hemorrhage.

Toll-like receptor 4 (TLR4) is expressed in various cell types in the central nervous system and exerts maximal inflammatory responses among the TLR family members. TLR4 can be activated by many endogenous ligands having damage-associated molecular patterns including heme and fibrinogen at the rupture of a cerebral aneurysm, and therefore its activation is reasonable as an initial step of cascades to brain injuries after aneurysmal subarachnoid hemorrhage (SAH). TLR4 activation induces tenascin-C (TNC), a representative of matricellular proteins that are a class of inducible, nonstructural, secreted, and multifunctional extracellular matrix glycoproteins. TNC is also an endogenous activator and inducer of TLR4, forming positive feedback mechanisms leading to more activation of the signaling transduction. Our studies have demonstrated that TLR4 as well as TNC are involved in inflammatory reactions, blood-brain barrier disruption, neuronal apoptosis, and cerebral vasospasm after experimental SAH. This article reviews recent understanding of TLR4 and TNC in SAH to suggest that the TLR4-TNC signaling may be an important therapeutic target for post-SAH brain injuries.

Modified Citrus Pectin Prevents Blood-Brain Barrier Disruption in Mouse Subarachnoid Hemorrhage by Inhibiting Galectin-3.

Background and Purpose- Plasma levels of galectin-3-a matricellular protein-are increased after aneurysmal subarachnoid hemorrhage (SAH), but the functional significance remains undetermined. This study was conducted to evaluate whether modified citrus pectin (MCP; galectin-3 inhibitor) prevents post-SAH early brain injury, focusing on blood-brain barrier disruption. Methods- C57BL/6 male adult mice (n=251) underwent sham or filament perforation SAH modeling, followed by a random intracerebroventricular injection of vehicle or drug at 30 minutes post-modeling. First, vehicle-treated and 0.8, 4, 16, or 32 µg MCP-treated mice were assessed by neuroscore and brain water content at 24 and 48 hours post-modeling. Second, Evans blue extravasation, Western blotting, coimmunoprecipitation and immunostaining were performed in vehicle-treated or 4 µg MCP-treated mice at 24 hours post-modeling. Third, vehicle or R-galectin-3 (recombinant galectin-3) was administered to SAH mice simultaneously with vehicle or MCP, and neuroscore and Evans blue extravasation were evaluated at 24 hours post-modeling. Fourth, vehicle or R-galectin-3 was administered to MCP-treated SAH mice at 24 hours, and neuroscore and IgG immunostaining were evaluated at 48 hours post-SAH. Results- Among tested dosages, 4 µg MCP showed the best neuroprotective effects as to preventing neurological impairments and brain edema at 24 to 48 hours post-SAH. Four micrograms MCP attenuated post-SAH blood-brain barrier disruption and galectin-3 upregulation in brain capillary endothelial cells, associated with inactivation of ERK (extracellular signal-related kinase) 1/2, STAT (signal transducer and activator of transcription)-3, and MMP (matrix metalloproteinase)-9, and the consequent preservation of a tight junction protein ZO-1 (zonula occludens-1). Coimmunoprecipitation assay demonstrated physical interactions between galectin-3 and TLR (Toll-like receptor) 4. R-galectin-3 blocked the neuroprotective effects of MCP. Conclusions- MCP prevents post-SAH blood-brain barrier disruption possibly by inhibiting galectin-3, of which the mechanisms may include binding to TLR4 and activating ERK1/2, STAT-3, and MMP-9. This study suggests galectin-3 to be a novel therapeutic target against post-SAH early brain injury.

Role of Periostin in Early Brain Injury After Subarachnoid Hemorrhage in Mice.

BACKGROUND AND PURPOSE: A matricellular protein tenascin-C is implicated in early brain injury after experimental subarachnoid hemorrhage (SAH). This study first evaluated the role of another matricellular protein periostin and the relationships with tenascin-C in post-SAH early brain injury. METHODS: Wild-type (n=226) and tenascin-C knockout (n=9) C57BL/6 male adult mice underwent sham or filament perforation SAH modeling. Vehicle, anti-periostin antibody, or recombinant periostin was randomly administrated by an intracerebroventricular injection at 30 minutes post-modeling. Neuroscores, SAH grading, brain water content, immunostaining, and Western blotting were blindly evaluated at 24 to 48 hours post-SAH. RESULTS: Periostin was induced in brain capillary endothelial cells and neurons at 24 hours post-SAH. Anti-periostin antibody improved post-SAH neurobehavior, brain edema, and blood-brain barrier disruption associated with downregulation of tenascin-C, inactivation of p38, extracellular signal-related kinase 1/2 and matrix metalloproteinase-9, and subsequent preservation of zona occludens-1. Recombinant periostin aggravated post-SAH brain edema and tenascin-C induction. Tenascin-C knockout prevented post-SAH neurobehavioral impairments and periostin induction. CONCLUSIONS: Periostin may cause post-SAH early brain injury through activating downstream signaling pathways and interacting with tenascin-C, providing a novel approach for the treatment of early brain injury.

Anti-Apoptotic Effects of AMPA Receptor Antagonist Perampanel in Early Brain Injury After Subarachnoid Hemorrhage in Mice.

This study was aimed to investigate if acute neuronal apoptosis is induced by activation of AMPA (α-amino-3-hydroxy-5-methyl-4-isoxazole propionate) receptors (AMPARs) and inhibited by a clinically available selective AMPAR antagonist and antiepileptic drug perampanel (PER) in subarachnoid hemorrhage (SAH), and if the mechanisms include upregulation of an inflammation-related matricellular protein periostin. Sham-operated and endovascular perforation SAH mice randomly received an administration of 3 mg/kg PER or the vehicle intraperitoneally. Post-SAH neurological impairments and increased caspase-dependent neuronal apoptosis were associated with activation of AMPAR subunits GluA1 and GluA2, and upregulation of periostin and proinflammatory cytokines interleukins-1ß and -6, all of which were suppressed by PER. PER also inhibited post-SAH convulsion-unrelated increases in the total spectral power on video electroencephalogram (EEG) monitoring. Intracerebroventricularly injected recombinant periostin blocked PER's anti-apoptotic effects on neurons. An intracerebroventricular injection of a selective agonist for GluA1 and GluA2 aggravated neurological impairment, neuronal apoptosis as well as periostin upregulation, but did not increase the EEG total spectral power after SAH. A higher dosage (10 mg/kg) of PER had even more anti-apoptotic effects compared with 3 mg/kg PER. Thus, this study first showed that AMPAR activation causes post-SAH neuronal apoptosis at least partly via periostin upregulation. A clinically available AMPAR antagonist PER appears to be neuroprotective against post-SAH early brain injury through the anti-inflammatory and anti-apoptotic effects, independent of the antiepileptic action, and deserves further study.

Development of a safer and improved analytical method for polycyclic aromatic hydrocarbons in creosote products.

Polycyclic aromatic hydrocarbons (PAHs) in creosote products used for wood preservation are regulated in Japan. Although the analytical method for this regulation has been stipulated by law, two main problems have been highlighted, namely the use of dichloromethane, a potential carcinogen, as a solvent and inadequate purification. Therefore, an analytical method to solve these problems was developed in this study. Actual creosote-treated wood samples were examined, and it was found that acetone could be used as an alternative solvent. Purification methods using centrifugation, silica gel cartridges, and strong anion exchange (SAX) cartridges were also developed. It was found that the SAX cartridges strongly retained PAHs, and an effective purification method was developed using this phenomenon, in which contaminants were removed by washing with diethyl ether/hexane (1/9 v/v), which could not be achieved with a silica gel cartridge. This strong retention was attributed to cation-π interactions. The analytical method developed in this study yielded good recoveries (81.4-113.0%) with low relative standard deviations (<6.8%), and the limit of quantification (0.02-0.29 µg/g) was significantly lower than the current creosote product regulation. Therefore, this method can safely and effectively extract and purify PAHs from creosote products.

A survey on subtypes and clinical characteristics of 1061 patients with urticaria in the primary care institutes in Japan.

The prevalence of urticaria has been reported mostly in Europe and North America. However, precise information regarding its subtypes and clinical characteristics in primary care practice, especially in Asian countries, are scant. Patients with urticaria and/or angioedema who visited nine primary clinics of accredited dermatologists and allergologists in Japan were recruited from October to November 2020. The information of age, sex, disease duration, urticaria control test (UCT), and concomitant urticaria subtypes were collected. A total of 1061 patients participated. The number of patients was high in the 20 to 50 age groups with a peak in the 40s. The most frequent urticaria subtype was chronic spontaneous urticaria (CSU) followed by dermographism, acute spontaneous urticaria (ASU), angioedema, and cholinergic urticaria (CholU) (66.8%, 22.7%, 18.9%, 14.1% and 5.7% in all patients with urticaria). CSU development increased with age from the 20s to 50s, especially in females. Dermographism had a peak in the 40s. ASU had bimodal peaks in childhood and in the 30s. CholU was common in males in the 10-20s. Most angioedema patients were female with an increase in their 30s. Angioedema was solely present in 14 of 1061 participants (1.3%), while 136 (12.8%) had angioedema concomitant with urticaria. UCT showed poorly controlled urticaria with lower scores in patients with concomitant CSU and other subtypes than in those with CSU alone. Urticaria tends to develop in young to middle-aged females. The most common urticaria subtype is CSU, while the number of patients with CholU is high and that of angioedema is low in Japan.

Clarithromycin Ameliorates Early Brain Injury After Subarachnoid Hemorrhage via Suppressing Periostin-Related Pathways in Mice.

Subarachnoid hemorrhage (SAH) remains a life-threatening disease, and early brain injury (EBI) is an important cause of poor outcomes. The authors have reported that periostin, a matricellular protein, is one of key factors of post-SAH EBI. Clarithromycin (CAM) is a worldwide antibiotic that can inhibit periostin expression. This study aimed to investigate whether CAM suppressed EBI after experimental SAH, focusing on blood-brain barrier (BBB) disruption, an important pathology of EBI. C57BL/6 male adult mice underwent endovascular perforation SAH modeling (n = 139) or sham operation (n = 30). Different dosages (25, 50, or 100 mg/kg) of CAM or the vehicle (n = 16, 52, 13, and 58, respectively) were randomly administered by an intramuscular injection 5 min after SAH induction. Post-SAH 50 mg/kg CAM treatment most effectively improved neurological scores and brain water content at 24 and 48 h and reduced immunoglobulin G extravasation at 24 h compared with vehicle-treated SAH mice (p < 0.01). Western blotting showed that post-SAH BBB disruption was associated with increased expressions of periostin, phosphorylated signal transducer and activator of transcription 1 and 3, matrix metalloproteinase-9, and the consequent degradation of zonula occludens-1, which were suppressed by 50 mg/kg CAM treatment (p < 0.05, respectively, versus vehicle-treated SAH mice). Periostin and its related molecules were upregulated in capillary endothelial cells and neurons after SAH. An intracerebroventricular injection of recombinant periostin blocked the neuroprotective effects of CAM in SAH mice (n = 6, respectively; p < 0.05). In conclusion, this study first demonstrated that CAM improved post-SAH EBI in terms of BBB disruption at least partly via the suppression of periostin-related pathways.

A case presenting as fatal subarachnoid hemorrhage due to segmental arterial mediolysis associated with Crohn's disease.

BACKGROUND: Segmental arterial mediolysis (SAM) is a rare arterial pathology and can cause rupture or dissection of the intracranial arterial wall. The etiology is unveiled, but vasospastic stimuli such as migraine are considered as a possible cause of SAM. We present the first case of subarachnoid hemorrhage (SAH) due to SAM associated with Crohn's disease and migraine, and discuss the possible contribution of Crohn's disease to the development of SAM besides migraine. CASE DESCRIPTION: A 33-year-old man with Crohn's disease, which had been treated with adalimumab, repeatedly underwent 3-tesla magnetic resonance (MR) imaging and angiography for severe headache due to migraine and the subsequent development of fatigue in the left arm and both legs. At 7 months after the last MR imaging studies showing no abnormalities, he had a sudden onset of severe SAH, which was caused by rupture or dissection of the terminal portion in the right internal carotid artery. As his brain-stem reflexes were absent, the patient was conservatively treated and died 6 days after the ictus. By postmortem histopathological examination, SAM was diagnosed as the cause of SAH. Vasa vasorum was also observed around the rupture point. CONCLUSIONS: Our case suggests that: 1) the formation of vasa vasorum may be an antecedent pathology for vessel rupture of the fragile arterial wall affected by SAM, and 2) vasospastic nature of both Crohn's disease and migraine may contribute to the development of intracranial SAM.

[Analysis of Dieldrin and DTTB in Textiles].

Standard analytical methods for the detection of dieldrin and 4,6-dichloro-7-(2,4,5-trichlorophenoxy)-2-trifluoromethylbenzimidazole (DTTB) in textiles, which are regulated by Japanese law ("Act on the Control of Household Products Containing Harmful Substances"), have been in place for more than 30 years. In this study, we developed an improved analytical method, based on GC-MS, that uses safe reagents and can simultaneously detect dieldrin and DTTB analytes. In the standard (existing) analytical method, dimethyl sulfate, which is a potential carcinogen, is used to derivatize DTTB. In the developed method, phenyltrimethylammonium hydroxide, as an alternative reagent, was used to derivatize DTTB in good results. Dieldrin and the derivatized DTTBs gave highly linear calibration curves when analyzed by GC-MS. Moreover, we found that both analytes are adequately extracted from textiles by refluxing in hydrochloric acid and methanol. Furthermore, we established a purification method using the Bond Elut PRS column that effectively removed interfering substances in woolen products. Finally, we developed an improved analysis method by combining the above-mentioned techniques; the developed method exhibited a recovery rate of 94-104% and a relative standard deviation of less than 7% for both analytes. In addition, the limits of quantitation (dieldrin: 1.3 µg/g, DTTB: 0.72 µg/g) were sufficiently lower than the Japanese regulatory value of 30 µg/g.

Selective Toll-Like Receptor 4 Antagonists Prevent Acute Blood-Brain Barrier Disruption After Subarachnoid Hemorrhage in Mice.

There are no direct evidences showing the linkage between Toll-like receptor 4 (TLR4) and blood-brain barrier (BBB) disruption after subarachnoid hemorrhage (SAH). The purpose of this study was to examine if selective blockage of TLR4 prevents BBB disruption after SAH in mice and if the TLR4 signaling involves mitogen-activated protein kinases (MAPKs). One hundred and fifty-one C57BL/6 male mice underwent sham or endovascular perforation SAH operation, randomly followed by an intracerebroventricular infusion of vehicle or two dosages (117 or 585 ng) of a selective TLR4 antagonist IAXO-102 at 30 min post-operation. The effects were evaluated by survival rates, neurological scores, and brain water content at 24-72 h and immunoglobulin G immunostaining and Western blotting at 24 h post-SAH. IAXO-102 significantly prevented post-SAH neurological impairments, brain edema, and BBB disruption, resulting in improved survival rates. IAXO-102 also significantly suppressed post-SAH activation of a major isoform of MAPK p46 c-Jun N-terminal kinase (JNK) and matrix metalloproteinase-9 as well as periostin induction and preserved tight junction protein zona occludens-1. Another selective TLR4 antagonist TAK-242, which has a different binding site from IAXO-102, also showed similar effects to IAXO-102. This study first provided the evidence that TLR4 signaling is involved in post-SAH acute BBB disruption and that the signaling is mediated at least partly by JNK activation. TLR4-targeted therapy may be promising to reduce post-SAH morbidities and mortalities.

Morphological Characteristics of Neuronal Death After Experimental Subarachnoid Hemorrhage in Mice Using Double Immunoenzymatic Technique.

Subarachnoid hemorrhage (SAH) is a devastating disease. Neuronal death is an important pathophysiology in the acute phase of SAH, but the histopathological features of dying neurons have been poorly studied. Using several staining methods including terminal deoxynucleotidyl transferase dUTP nick end labeling (TUNEL) and microtubule-associated protein 2 (MAP-2) double immunolabeling, we investigated the morphological changes of nucleus and cytoskeleton in neurons and sought susceptible areas to neuronal death in filament perforation SAH mice under light microscope. TUNEL and MAP-2 double immunolabeling clearly showed morphological features of shrunken cytoplasm and sometimes curl-like fibers in dying neurons, besides nuclear abnormalities. More dying neurons were detected in the moderate SAH group than in the mild SAH group, and the temporal base cortex was the most susceptible area to neuronal death with deoxyribonucleic acid (DNA) damage among the cerebral cortices and hippocampus at 24 hr after SAH (p<0.01, ANOVA). Lesser hippocampal neuronal death was observed at 24 hr, but neuronal death was significantly increased in the CA1 region at 7 days after SAH (p<0.05, unpaired t-test). Using TUNEL and MAP-2 double immunolabeling, morphological features of not only the nucleus but also the cytoplasm in post-SAH neuronal death with DNA damage can be observed in detail under light microscope.

Machine Learning Analysis of Matricellular Proteins and Clinical Variables for Early Prediction of Delayed Cerebral Ischemia After Aneurysmal Subarachnoid Hemorrhage.

Although delayed cerebral ischemia (DCI) is a well-known complication after subarachnoid hemorrhage (SAH), there are no reliable biomarkers to predict DCI development. Matricellular proteins (MCPs) have been reported relevant to DCI and expected to become biomarkers. As machine learning (ML) enables the classification of various input data and the result prediction, the aim of this study was to construct early prediction models of DCI development with clinical variables and MCPs using ML analyses. Early-stage clinical data of 95 SAH patients in a prospective cohort were analyzed and applied to a ML algorithm, random forest, to construct three prediction models: (1) a model with only clinical variables on admission, (2) a model with only plasma levels of MCP (periostin, osteopontin, and galectin-3) at post-onset days 1-3, and (3) a model with both clinical variables on admission and MCP values at days 1-3. The prediction accuracy of the development of DCI, angiographic vasospasm, or cerebral infarction and the importance of each feature were computed. The prediction accuracy of DCI development was 93.9% in model 1, 87.2% in model 2, and 95.1% in model 3, but that of angiographic vasospasm or cerebral infarction was lower. The three most important features in model 3 for DCI were periostin, osteopontin, and galectin-3, followed by aneurysm location. All of the early-stage prediction models of DCI development constructed by ML worked with high accuracy and sensitivity. One-time early-stage measurement of plasma MCPs served for reliable prediction of DCI development, suggesting their potential utility as biomarkers.