Ultrafast and Low-Power 2D Bi2O2Se Memristors for Neuromorphic Computing Applications.

Memristors that emulate synaptic plasticity are building blocks for opening a new era of energy-efficient neuromorphic computing architecture, which will overcome the limitation of the von Neumann bottleneck. Layered two-dimensional (2D) Bi2O2Se, as an emerging material for next-generation electronics, is of great significance in improving the efficiency and performance of memristive devices. Herein, high-quality Bi2O2Se nanosheets are grown by configuring mica substrates face-down on the Bi2O2Se powder. Then, bipolar Bi2O2Se memristors are fabricated with excellent performance including ultrafast switching speed (<5 ns) and low-power consumption (<3.02 pJ). Moreover, synaptic plasticity, such as long-term potentiation/depression (LTP/LTD), paired-pulse facilitation (PPF), and spike-timing-dependent plasticity (STDP), are demonstrated in the Bi2O2Se memristor. Furthermore, MNIST recognition with simulated artificial neural networks (ANN) based on conductance modification could reach a high accuracy of 91%. Notably, the 2D Bi2O2Se enables the memristor to possess ultrafast and low-power attributes, showing great potential in neuromorphic computing applications.

Regional cerebral blood flow in major depression treated with electroconvulsive therapy: an arterial spin labeling magnetic resonance study.

Until recently, regional cerebral blood flow (rCBF) in major depressive disorder (MDD) patients treated with electroconvulsive therapy (ECT) using arterial spin labeling (ASL) magnetic resonance imaging (MRI) have seldom been studied. We report here 10 patients with MDD treated by bilateral frontotemporal ECT. rCBF was assessed with ASL MRI pre- and post-ECT, and compared with patients treated by antidepressants. Compared to pre-ECT, rCBF significantly decreased in the bilateral frontal gyrus. Compared to medication, in patients treated with ECT, rCBF showed a significant decrease in the left amygdala, parahippocampal and olfactory gyrus, and right occipital, lingual, calcarine gyrus, and significantly increased in the bilateral frontal gyrus and right frontal gyrus. Compared with antidepressants, ECT altered rCBF, and showed potential to be a superior treatment for major depressive disorder.

Clinical traits of patients with major depressive disorder with comorbid borderline personality disorder based on propensity score matching.

BACKGROUND: Major depressive disorder (MDD) with comorbid borderline personality disorder (BPD) makes the clinical symptoms of patients more complex and more difficult to treat, so more attention should be paid to the recognition of their clinical features. This study investigated the differences between patients with MDD with and without BPD in clinical traits. METHODS: Propensity score matching was used to analyze the retrospective patients' data from August 2012 to September 2019. Altogether, 1381 patients with MDD were enrolled; 38 patients with MDD were matched to compare demographic data, and scores on the Hamilton Depression Scale, Hamilton Anxiety Scale (HAMA), Self-Rating Depression Scale (SDS), Modified Overt Aggression Scale (MOAS), and the frequency of nonsuicidal self-harm (NSSH). RESULTS: Compared to patients with MDD without BPD, the age of onset of patients with MDD with comorbid BPD was significantly earlier (t = 3.25, p = .00). The scores of HAMA (t = -2.28, p = .03), SDS (t = 9.31, p = .00), MOAS (t = -13.67, p = .00), verbal aggression (t = -3.79, p = .00), aggression against objects (t = -2.84, p = .00), aggression against others (t = -6.70, p = .00), and aggression against self (t = -9.22, p = .00) were significantly higher in patients with MDD with comorbid BPD. Moreover, the frequency of NHSS in these patients was significantly higher (χ2 = 20.13, p = .00). MOAS was an independent influencing factor in these (odds ratio = 7.38, p = .00). CONCLUSIONS: Patients with BPD showed early onset and increased complaints relative to symptoms, accompanied by obvious anxiety symptoms, impulsive behavior, and NSSH. Therefore, patients with MDD with impulsive behavior have comorbid BPD.

Is serum complement C1q related to major depressive disorder?

BACKGROUND: Major depressive disorder (MDD) has a high global incidence. While the pathogenesis of depression remains unknown, accumulating evidence has implicated inflammatory changes. AIM: The aim of the study is to compare the serum complement C1q levels in patients with MDD and healthy controls. SETTING AND DESIGN: The design was a case-control study. MATERIALS AND METHODS: Blood samples were collected from the patients with MDD and healthy controls to assess the serum C1q levels using an immunotransmission turbidimetric method. STATISTICAL ANALYSIS: Differences in complement C1q levels between patients with MDD and the controls, as well as between sexes among patients with MDD and the controls, were assessed using Mann-Whitney U-test. Spearman correlations were obtained between complement C1q levels and age. RESULTS: In total, 1016 participants (508 MDD and 508 controls) were recruited. Differences in the sex ratio (male/female among controls, 181/327; and MDD, 178/330) and age (controls, 47.0 ± 14.9 years; MDD, 46.5 ± 16.5 years) were not significant. The C1q level in the patients with MDD was significantly higher than that in the healthy controls (P < 0.05). In the MDD group, C1q level correlated significantly with age. CONCLUSION: Elevation of the serum complement C1q levels in MDD may support the use of C1q as a potential biomarker for diagnosing depression, but further research is needed.

Group cognitive behavioural therapy can reduce stigma and improve treatment compliance in major depressive disorder patients.

AIM: The stigma of mental disorders and poor treatment compliance can deprive patients with major depressive disorder (MDD) of receiving standard treatment. This study aimed to clarify whether MDD patients' stigma and treatment non-compliance issues can be mitigated using group cognitive behavioural therapy (GCBT). METHODS: Eighty-eight participants with first-episode MDD were randomly divided into GCBT groups (GCBTs) and control groups (Cs). The Hamilton Rating Scale for Depression (HRSD-24), Morisky Medication Adherence Scale (MMAS-8™) and Stigma Scale (SS) were used to evaluate the therapeutic effect on all participants before and after receiving GCBT. Data were assessed at baseline and post-treatment. RESULTS: At the baseline, there were no significant differences (in terms of the demographic data of the participants and the scores on HRSD-24, MMAS-8™ and SS) between the two groups. After 8 weeks of GCBT, there were significant differences in HRSD-24 (P < .01), MMAS-8™ (P < .01), SS (P < .01), treatment compliance (P < .01) and therapeutic effect evaluation based on rate of deduction (P < .05) between the two groups. CONCLUSION: GCBT can reduce patients' sense of stigma, improve treatment compliance, effectively alleviate depressive symptoms and promote the recovery of MDD patients.

Traditional Chinese acupuncture and postpartum depression: A systematic review and meta-analysis.

BACKGROUND: Acupuncture, a key component of traditional Chinese medicine, is a form of alternative medicine in which thin needles are inserted into the body commonly for pain relief. To date, the role of traditional Chinese acupuncture in mood disorders in the postpartum period is unclear. Thus, this study aimed to review the effectiveness of acupuncture in patients with postpartum depression (PPD). METHODS: We searched databases such as PUBMED, EMBASE, and Cochrane Controlled Trials Register until September 2018. Meta-analysis was performed using Comprehensive Meta-Analysis 2.0 software. The mean difference (MD) and risk ratio (RR) with 95% confidence intervals (CI) were calculated to evaluate the results of each comparison. RESULTS: A total of 887 PPD patients from 12 randomised controlled trials were included in the quantitative meta-analysis, with 443 patients in the treatment group and 444 patients in the control group. Patients in the acupuncture group had significantly better performances assessed by the Hamilton Depression Scale than those in the control group, and the pooled MD was -1.27 (95% CI: -2.55 to 0.01; p = 0.05, I = 83%) in the random-effect model. In addition, significantly better performance in the effective rate was observed in the acupuncture group than in the control group, and the pooled RR was 1.20 (95% CI: 1.09 to 1.33; p < 0.0001, I = 46%). However, in subgroup analysis for the acupuncture therapy alone, only effective rate showed a significantly better performance. CONCLUSION: Traditional Chinese acupuncture seems to be effective in improving some symptoms of PPD, although the evidence is uncertain. Therefore, further studies following standardized guidelines with a low risk of bias are needed to confirm the effectiveness of acupuncture in the treatment of PPD.

Modifying the details of aspiration operation may contribute to the improvement of prognosis of patients with ICH.

AIM: The aim of the retrospective study was to compare the clinical efficacy of the traditional way of aspiration and the modified way of aspiration. MATERIAL and METHODS: Clinical data of total 159 patients with spontaneous intracerebral hemorrhage treated by traditional (group A, n=66) or modified (group B, n=93) way of aspiration (both combined with thrombolysis) were retrospectively analyzed. Reduction of clot volume in the first operation, rate of mortality and re-bleeding, complications, and long-term clinical outcomes of the two groups were compared. RESULTS: Twenty-five out of 159 patients (15.7%) died during in-hospital stay. The mortality and post-operation re-bleeding rate in group B (10.8% and 1.1%) were significantly lower than that in group A (22.7% and 9.1%), (P < 0.05). The BI scores of patients in group B (79.5±23.2) were significantly higher than that in group A (69.2±23.9), (P < 0.05). CONCLUSION: Our data suggested that modifying details of aspiration operation may contribute to the improved prognosis of ICH patients.

[Clinical efficacy of clot aspiration in the treatment of intracerebral hemorrhage by reviewing papers].

OBJECTIVE: To investigate the clinical efficacy of clot aspiration in the treatment of intracerebral hemorrhage (ICH) by reviewing literatures. METHODS: All studies assigned into two groups of hard or soft tunnel aspiration of clots (HTAC or STAC) on the basis of surgical approaches were obtained by searching four major Chinese medical databases. And the surgical outcomes were descriptively analyzed. RESULTS: A total of 1205 reports (72,855 patients) met the eligibility criteria. The trials (34.0%) with 80% - 89% of clot removal ratio were the most in all HTAC papers and those (37.7%) with 50% - 69% of clot removal ratio were the most in all STAC papers. The mortality and re-bleeding rate in HTAC and STAC group were 14.0% vs 14.5% and 7.2% vs 7.6% respectively (P > 0.05). As compared with the conventional medical group, the mortalities in HTAC and STAC groups were 13.4% vs 36.0% and 14.3% vs 36.1% (P < 0.001) and the re-bleeding rates 9.3% vs 10.6% and 12.2% vs 16.1% (P > 0.05) respectively. As compared with the craniotomy group, the mortalities in HTAC and STAC groups were 14.4% vs 24.1% and 16.7% vs 24.8% (P < 0.01) and the re-bleeding rates 9.1% vs 13.9% (P > 0.05) and 7.1% vs 14.7% (P < 0.01) respectively. CONCLUSION: Aspiration of clots can effectively remove hematoma and reduce the mortality. But it does not increase the risk of re-bleeding. The outcome of HTAC is similar to that of STAC. HTAC has the advantage of clot removal over STAC.

In vitro evaluation of the compatibility of a novel collagen-heparan sulfate biological scaffold with olfactory ensheathing cells.

BACKGROUND: Stroke and traumatic injury to the nerve system may trigger axonal destruction and the formation of scar tissue, cystic cavitations and physical gaps. Olfactory ensheathing cells (OECs) can secrete neurotrophic factors to promote neurite growth and thus act as a prime candidate for autologous transplantation. Biological scaffolds can provide a robust delivery vehicle to injured nerve tissue for neural cell transplantation strategies, owing to the porous three-dimensional structures (3D). So transplantation of the purposeful cells seeded scaffolds may be a promising method for nerve tissue repair. This study aimed to evaluate the compatibility of a novel collagen-heparan sulfate biological scaffold with olfactory ensheathing cells in vitro. METHODS: Collagen-heparan sulfate (CHS) biological scaffolds were made, and then the scaffolds and OECs were co-cultured in vitro. The viability of OECs was tested by 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyl tetrazolium (MTT) assay at days 1, 3, 5 and 7. Statistical analysis was evaluated by student's t test. Significance was accepted at P < 0.05. OECs were labeled with carboxyfluorescein diacetate succinimidyl ester (CFSE), and the CFSE-labeled OECs were seeded into CHS scaffolds. The attachment and growth of OECs in CHS scaffolds were observed and traced directly by fluorescent microscopy and environmental scanning electron microscope (ESEM). RESULTS: CHS biological scaffolds had steady porous 3D structures and no cytotoxicity to OECs (F = 0.14, P = 0.9330). CHS biological scaffolds were good bridging materials for OECs attachment and proliferation, and they promoted the axonal growth. CONCLUSION: The compatibility of CHS biological scaffolds with OECs is pretty good and CHS biological scaffold is a promising cell carrier for the implantation of OECs in nerve tissue bioengineering.

Combined transplantation of neural stem cells and olfactory ensheathing cells improves the motor function of rats with intracerebral hemorrhage.

OBJECTIVE: To investigate the effects of combined transplantation of neural stem cells (NSC) and olfactory ensheathing cells (OEC) on the motor function of rats with intracerebral hemorrhage. METHODS: In three days after a rat model of caudate nucleus hemorrhage was established, NSCs and OEC, NSC, OEC (from embryos of Wistar rats) or normal saline were injected into hematomas of rats in combined transplantation group, NSC group, OEC group, and control group, respectively. Damage of neural function was scored before and in 3, 7, 14, 30 days after operation. Tissue after transplantation was observed by immunocytochemistry staining. RESULTS: The scores for the NSC, OEC and co-transplantation groups were significantly lower in 14 and 30 days after operation than in 3 days after operation (P < 0.05). The scores for the NSC and OEC groups were significantly lower than those for the control group only in 30 days after operation (P < 0.05), while the difference for the NSC-OEC group was significant in 14 days after operation (P < 0.05). Immunocytochemistry staining revealed that the transplanted OEC and NSC could survive, migrate and differentiate into neurons, astrocytes, and oligodendrocytes. The number of neural precursor cells was greater in the NSC and combined transplantation groups than in the control group. The number of neurons differentiated from NSC was significantly greater in the co-transplantation group than in the NSC group. CONCLUSION: Co-transplantation of NSC and OEC can promote the repair of injured tissue and improve the motor function of rats with intracerebral hemorrhage.

Establishing a model of supratentorial hemorrhage in the piglet.

The most common site of hemorrhage is the basal ganglia, which exhibits the obvious neurological deficits. In the present study, we aimed to develop a model of supratentorial intracerebral hemorrhage (ICH) with neurological deficits in piglets (6.0 to 8.8 kg). A pediatric urinary catheter with two passages and one balloon was introduced through a burr hole into the right striatum. All the animals received balloon inflation, which was performed by injecting 2.5 ml saline into the balloon through one passage. Then each piglet in experimental group (n = 18) received an injection of 1.0-ml autologous arterial blood through the other passage over 2 min and maintained for 5 min. Then, additional 1.5-ml blood was injected over 15 min. Piglets in control group (n = 6) received only balloon inflation without blood injection. CT scanning was performed immediately after surgery. A deep hematoma was successfully induced in 16 out of 18 piglets and the hematoma volume was 1.74 +/- 0.22 ml (n = 5) at 24 hours after surgery. All the piglets with hematoma had behavioral deficits (lame or could not walk) at 24 hours. Tissue damages, such as cell swelling, necrosis and demyelization, appeared at 24 hours in the brain tissues, adjacent to the hematoma, and was aggravated at 48 hours and ameliorated at 7 days after hematoma induction. In conclusion, we have established a simple model of supratentorial ICH in piglets with marked neurological deficits, which is suitable for study of the pathophysiology and treatment of ICH.