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1.
Brief Bioinform ; 24(1)2023 01 19.
Article in English | MEDLINE | ID: mdl-36527428

ABSTRACT

Understanding the mechanisms of candidate drugs play an important role in drug discovery. The activating/inhibiting mechanisms between drugs and targets are major types of mechanisms of drugs. Owing to the complexity of drug-target (DT) mechanisms and data scarcity, modelling this problem based on deep learning methods to accurately predict DT activating/inhibiting mechanisms remains a considerable challenge. Here, by considering network pharmacology, we propose a multi-view deep learning model, DrugAI, which combines four modules, i.e. a graph neural network for drugs, a convolutional neural network for targets, a network embedding module for drugs and targets and a deep neural network for predicting activating/inhibiting mechanisms between drugs and targets. Computational experiments show that DrugAI performs better than state-of-the-art methods and has good robustness and generalization. To demonstrate the reliability of the predictive results of DrugAI, bioassay experiments are conducted to validate two drugs (notopterol and alpha-asarone) predicted to activate TRPV1. Moreover, external validation bears out 61 pairs of mechanism relationships between natural products and their targets predicted by DrugAI based on independent literatures and PubChem bioassays. DrugAI, for the first time, provides a powerful multi-view deep learning framework for robust prediction of DT activating/inhibiting mechanisms.


Subject(s)
Deep Learning , Algorithms , Reproducibility of Results , Neural Networks, Computer , Drug Discovery
2.
Mol Psychiatry ; 29(5): 1550-1566, 2024 May.
Article in English | MEDLINE | ID: mdl-38361128

ABSTRACT

Major depressive disorder (MDD) is characterized by diverse debilitating symptoms that include loss of motivation and anhedonia. If multiple medications, psychotherapy, and electroconvulsive therapy fail in some patients with MDD, their condition is then termed treatment-resistant depression (TRD). MDD can be associated with abnormalities in the reward-system-dopaminergic mesolimbic pathway, in which the nucleus accumbens (NAc) and ventral tegmental area (VTA) play major roles. Deep brain stimulation (DBS) applied to the NAc alleviates the depressive symptoms of MDD. However, the mechanism underlying the effects of this DBS has remained elusive. In this study, using the chronic unpredictable mild stress (CUMS) mouse model, we investigated the behavioral and neurobiological effects of NAc-DBS on the multidimensional depression-like phenotypes induced by CUMS by integrating behavioral, in vivo microdialysis coupled with high-performance liquid chromatography-electrochemical detector (HPLC-ECD), calcium imaging, pharmacological, and genetic manipulation methods in freely moving mice. We found that long-term and repeated, but not single, NAc-DBS induced robust antidepressant responses in CUMS mice. Moreover, even a single trial NAc-DBS led to the elevation of the γ-aminobutyric acid (GABA) neurotransmitter, accompanied by the increase in dopamine (DA) neuron activity in the VTA. Both the inhibition of the GABAA receptor activity and knockdown of the GABAA-α1 gene in VTA-GABA neurons blocked the antidepressant effect of NAc-DBS in CUMS mice. Our results showed that NAc-DBS could disinhibit VTA-DA neurons by regulating the level of GABA and the activity of VTA-GABA in the VTA and could finally correct the depression-like behaviors in the CUMS mouse model.


Subject(s)
Deep Brain Stimulation , Depression , Depressive Disorder, Major , Disease Models, Animal , Dopaminergic Neurons , Nucleus Accumbens , Stress, Psychological , Ventral Tegmental Area , Animals , Ventral Tegmental Area/metabolism , Nucleus Accumbens/metabolism , Dopaminergic Neurons/metabolism , Mice , Male , Deep Brain Stimulation/methods , Depression/therapy , Depression/metabolism , Depressive Disorder, Major/therapy , Depressive Disorder, Major/metabolism , Stress, Psychological/therapy , Stress, Psychological/metabolism , Mice, Inbred C57BL , Dopamine/metabolism , Behavior, Animal/physiology , gamma-Aminobutyric Acid/metabolism
3.
Zhongguo Zhong Yao Za Zhi ; 49(2): 431-442, 2024 Jan.
Article in Zh | MEDLINE | ID: mdl-38403319

ABSTRACT

This paper aims to explore the inhibitory effect of Yueju Pills on breast cancer and decipher the underlying mechanism. A total of 92 SPF-grade SD female rats were involved in this study, and 14 of them were randomly selected into control group. The remaining 78 rats were administrated with 7,12-dimethylbenzanthracene(DMBA) by gavage to establish the breast cancer model. The modeled rats were randomized into model, tamoxifen(1.9 mg·kg~(-1)·d~(-1)), and low-and high-dose(17, 34 g·kg~(-1)·d~(-1)) Yueju Pills groups. The mental state, food intake, and activities of the rats were observed daily, and the body weight was measured on alternate days. After 12 weeks of administration, the rats were sacrificed and the tumor weight was measured. The serum estrogen and progeste-rone levels were determined by enzyme-linked immunosorbent assay. The histopathological changes of the breast and tumor were observed by hematoxylin-eosin staining. Western blot was employed to measure the protein levels of glucose transporter 1(GLUT1), lactate dehydrogenase A(LDHA), phosphofructokinase muscle(PFKM), pyruvate kinase isozyme type M2(PKM2), hexokinase 2(HK2), nuclear factor-kappaB(NF-κB), and phosphorylated NF-κB. The intestinal microbiome was examined by 16S rRNA high-throughput sequencing. The results showed that compared with the model group, high and low-dose Yueju Pills showed the tumor inhibition rate of 15.8% and 64.5%, respectively, and the low dose group had stronger inhibitory effect. Compared with the control group, the model group presented elevated the levels of estrogen and progesterone in serum. The administration of Yueju Pills lowered such ele-vation, and the low-dose group showed stronger lowering effect(P<0.05). Compared with the model group, Yueju Pills reduced the glands with increased breast tissue, the degree of breast duct expansion, the number and area of acinar cavity, the secretions, and the layers of mammary epithelial cells. Furthermore, Yueju Pills down-regulated the expression of GLUT1, LDHA, PFKM, PKM2, HK2, and NF-κB(P<0.05) and altered the diversity, composition, structure, and abundance of intestinal flora. The results showed that Yueju Pills could inhibit breast cancer by regulating the secretion of estrogen and progesterone, glycolysis, inflammatory cytokines, and intestinal flora.


Subject(s)
9,10-Dimethyl-1,2-benzanthracene , Neoplasms , Rats , Female , Animals , 9,10-Dimethyl-1,2-benzanthracene/toxicity , NF-kappa B/genetics , Progesterone , Glucose Transporter Type 1 , RNA, Ribosomal, 16S , Estrogens
4.
Molecules ; 23(8)2018 Aug 13.
Article in English | MEDLINE | ID: mdl-30104469

ABSTRACT

The oxidation of cefalexin (CFX), a commonly used cephalosporin antibiotic, was investigated by permanganate (PM) in water. Apparent second-order rate constant of the reaction between CFX and PM was determined to be 12.71 ± (1.62) M-1·s-1 at neutral pH. Lower pH was favorable for the oxidation of CFX by PM. The presence of Cl- and HCO3- could enhance PM-induced oxidation of CFX, whereas HA had negligible effect on CFX oxidation by PM. PM-induced oxidation of CFX was also significant in the real wastewater matrix. After addition of bisulfite (BS), PM-induced oxidation was significantly accelerated owing to the generation of Mn(III) reactive species. Product analysis indicated oxidation of CFX to three products, with two stereoisomeric sulfoxide products and one di-ketone product. The thioether sulfur and double bond on the six-membered ring were the reactive sites towards PM oxidation. Antibacterial activity assessment indicated that the activity of CFX solution was significantly reduced after PM oxidation.


Subject(s)
Anti-Bacterial Agents/chemistry , Cephalexin/chemistry , Manganese Compounds/chemistry , Oxidation-Reduction , Oxides/chemistry , Anti-Bacterial Agents/pharmacology , Bacteria/drug effects , Cephalexin/pharmacology , Hydrogen-Ion Concentration , Kinetics , Microbial Sensitivity Tests , Water Pollutants, Chemical
5.
J Mol Cell Cardiol ; 99: 207-217, 2016 Oct.
Article in English | MEDLINE | ID: mdl-27565029

ABSTRACT

Pathological cardiac hypertrophy is a main factor leading to heart failure and associated sudden death. Improved understanding of the underlying molecular mechanisms should aid better treatment of the disease. This study aimed to test our hypothesis that a microRNA miR-106a played an important role in the development of cardiac hypertrophy through targeting mitofusin 2 (Mfn2), a mitochondrial fusion protein known to be critical in regulating cardiac function. miR-106a was robustly upregulated in hypertrophied myocardium both in vivo and in vitro. Forced transient expression of miR-106a in otherwise healthy cardiomyocytes induced the hypertrophic phenotypes resembling those produced by angiotensin II (AngII) exposure. Knockdown of miR-106a by its specific inhibitor nearly completely reversed the hypertrophic phenotypes induced by AngII pretreatment and pressure overload. On the other hand, Mfn2 was markedly downregulated in hypertrophic heart and cardiomyocytes, which was in reciprocal to expression of miR-106a. Mfn2 was experimentally validated as a direct target gene for miR-106a. Overexpression of Mfn2 counteracted the hypertrophic responses induced by miR-106a, whereas silence of Mfn2 by its siRNA abolished the anti-hypertrophic property of miR-106a inhibitor. Furthermore, overexpression of Mfn2 alleviated the hypertrophic phenotypes induced by AngII in cultured cardiomyocytes, while Mfn2 siRNA alone was able to induce hypertrophic changes in cultured cardiomyocytes. Moreover, AngII and miR-106a treatment cultured cardiomyocytes mitochondria presented cristae defects, considerable depolarization of mitochondrial membrane and increased ROS production. These alterations were reversed by miR-106a inhibitor or overexpression of Mfn2. Taken together, our findings indicate miR-106a as an important factor to promote hypertrophic progress and suggest miR-106a as a new molecular target for the treatment of pathological hypertrophy. The present study also uncovered a novel relationship between miR-106a and Mfn2, with Mfn2 as a downstream signaling mediator of miR-106a.


Subject(s)
Cardiomegaly/genetics , GTP Phosphohydrolases/genetics , Gene Expression Regulation , MicroRNAs/genetics , RNA Interference , Animals , Base Sequence , Blood Pressure , Cardiomegaly/diagnosis , Cardiomegaly/etiology , Cardiomegaly/metabolism , Cell Line , Disease Models, Animal , Echocardiography , Humans , Membrane Potential, Mitochondrial , Mice , Myocytes, Cardiac/metabolism , Myocytes, Cardiac/pathology , Oxidative Stress , Phenotype , Rats
6.
Cell Physiol Biochem ; 38(6): 2173-82, 2016.
Article in English | MEDLINE | ID: mdl-27185245

ABSTRACT

BACKGROUND/AIMS: Osteosarcoma is the second highest cause of cancer-related death in children and adolescents. Majority of osteosarcoma patients (90%) show metastasis. Previous reports revealed that osthole showed antitumor activities via induction of apoptosis and inhibition of proliferation. However, the potential effects and detailed molecular mechanisms involved remained unclear. METHODS: Cell viability was analyzed by MTT assay in osteosarcoma cell lines MG-63 and SAOS-2. Cell cycle was detected by flow cytometry. The effects of migration and invasion were evaluated by wound healing assay and transwell assays. Moreover, the level of proteins expression was determined by Western blot. RESULTS: The cell viability of MG63 and SAOS-2 were markedly inhibited by osthole in a dose- and time-dependent manner. Cell cycle was arrested and the ability of migration and invasion was obviously reduced when cells were exposed to osthole. Moreover, enzymes involved in PTEN/Akt pathway were regulated such as PTEN and p-Akt proteins. Furthermore, osthole inhibited the tumor growth in vivo. CONCLUSION: Our study unraveled, for the first time, the ability of osthole to suppress osteosarcoma and elucidated the regulation of PTEN/Akt pathway as a signaling mechanism for the anti-tumor action of osthole. These findings indicate that osthole may represent a novel therapeutic strategy in the treatment of osteosarcoma.


Subject(s)
Antineoplastic Agents, Phytogenic/pharmacology , Bone Neoplasms/drug therapy , Coumarins/pharmacology , Neoplasm Invasiveness/prevention & control , Osteosarcoma/drug therapy , PTEN Phosphohydrolase/metabolism , Proto-Oncogene Proteins c-akt/metabolism , Bone Neoplasms/metabolism , Bone Neoplasms/pathology , Cell Cycle Checkpoints/drug effects , Cell Line, Tumor , Cell Movement/drug effects , Humans , Neoplasm Invasiveness/pathology , Osteosarcoma/metabolism , Osteosarcoma/pathology
7.
Appl Microbiol Biotechnol ; 99(9): 3971-80, 2015 May.
Article in English | MEDLINE | ID: mdl-25631280

ABSTRACT

Antibiotic resistance is a global challenge and represents a growing threat on human health worldwide. Wastewater treatment plants (WWTPs) are generally considered as hotspots for control and/or dissemination of antibiotic resistance. The role of antibiotics, antibacterial residues, and heavy metals played on the evolution and spread of antibiotic resistance is still not well understood. Here, the occurrence of antibiotics (i.e., macrolides, tetracyclines, sulfonamides, and quinolones), antibacterial residues (i.e., triclosan), as well as heavy metals (i.e., cadmium, chromium, copper, zinc, lead, and nickel) in urban wastewater was investigated. Also, the abundances of erythromycin resistance genes (ERY-ARGs) including ere(A), ere(B), mef(A)/mef(E), erm(A), erm(B), erm(C), and msr(A)/msr(B) genes were screened. A relationship between certain antibiotics, antibacterial residues, and heavy metals and ERY-ARGs was demonstrated. ERY presented significant correlations (0.883 < r < 0.929, P < 0.05) with ere(A), ere(B), and mef(A)/mef(E) genes, while tetracycline exhibited a significant correlation (r = 0.829, P < 0.05) with erm(B) genes. It is noteworthy that triclosan correlated significantly (0.859 < r < 0.956, P < 0.05) with ere(A), ere(B), mef(A)/mef(E), and erm(B) genes. In addition, significantly positive correlations (0.823 < r < 0.871, P < 0.05) were observed between zinc and lead and certain ERY-ARGs (i.e., ere(B), mef(A)/mef(E), erm(B), etc.). Further investigations should be involved to elucidate the co-selection and/or cross-selection mechanisms due to co-existence of these selective factors in urban wastewater.


Subject(s)
Anti-Bacterial Agents/analysis , Drug Resistance, Bacterial , Erythromycin/analysis , Genes, Bacterial , Metals, Heavy/analysis , Wastewater/chemistry , Wastewater/microbiology , Humans , Selection, Genetic
8.
J Mol Cell Cardiol ; 75: 111-21, 2014 Oct.
Article in English | MEDLINE | ID: mdl-25066695

ABSTRACT

Oxidative stress is a causal factor and key promoter of a variety of cardiovascular diseases associated with apoptotic cell death by causing deregulation of related genes. Though carvedilol, a ß-adrenergic blocker, has been shown to produce cytoprotective effects against cardiomyocyte apoptosis, the mechanisms are not fully understood. The present study was designed to investigate whether the beneficial effects of carvedilol are related to microRNAs which have emerged as critical players in cardiovascular pathophysiology via post-transcriptional regulation of protein-coding genes. In vivo, we demonstrated that carvedilol ameliorated impaired cardiac function of infarct rats and restored miR-133 expression. In vitro, carvedilol protected cardiomyocytes from H2O2 induced apoptosis detected by TUNEL staining and MTT assays, and increased miR-133 expression in cardiomyocytes. Overexpression of miR-133, a recognized anti-apoptotic miRNA, produced similar effects to carvedilol: reduction of reactive oxygen species (ROS) and malondialdehyde (MDA) content and increment of superoxide dismutase (SOD) activity and glutathione peroxidase (GPx) level, so as to protect cardiomyocytes from apoptosis by downregulating caspase-9 and caspase-3 expression in the presence of H2O2. Transfection with AMO-133 (antisense inhibitor oligodeoxyribonucleotides) alone abolished the beneficial effects of carvedilol. Caspase-9-specific inhibitor z-LEHD-fmk, caspase-3-specific inhibitor z-DEVD-fmk, caspase-9 siRNA and caspase-3 siRNA were used to establish caspase-3 as a downstream target of miR-133. In conclusion, our data indicated that carvedilol protected cardiomyocytes by increasing miR-133 expression and suppressing caspase-9 and subsequent apoptotic pathways.


Subject(s)
Apoptosis/drug effects , Carbazoles/pharmacology , Cytoprotection/drug effects , MicroRNAs/genetics , Myocytes, Cardiac/pathology , Oxidative Stress/drug effects , Propanolamines/pharmacology , Up-Regulation/drug effects , Adrenergic beta-Antagonists/pharmacology , Animals , Apoptosis/genetics , Carbazoles/therapeutic use , Cardiotonic Agents/pharmacology , Carvedilol , Caspase 9/metabolism , Gene Knockdown Techniques , Heart Function Tests , Hydrogen Peroxide/toxicity , Male , MicroRNAs/metabolism , Myocardial Infarction/drug therapy , Myocardial Infarction/genetics , Myocardial Infarction/pathology , Myocytes, Cardiac/drug effects , Myocytes, Cardiac/enzymology , Propanolamines/therapeutic use , Rats, Wistar
9.
Front Pharmacol ; 15: 1293428, 2024.
Article in English | MEDLINE | ID: mdl-38698822

ABSTRACT

Intracerebral hemorrhage (ICH), a common subtype of hemorrhagic stroke, often causes severe disability or death. ICH induces adverse events that might lead to secondary brain injury (SBI), and there is currently a lack of specific effective treatment strategies. To provide a new direction for SBI treatment post-ICH, the systematic review discussed how thrombin impacts secondary injury after ICH through several potentially deleterious or protective mechanisms. We included 39 studies and evaluated them using SYRCLE's ROB tool. Subsequently, we explored the potential molecular mechanisms of thrombin-mediated effects on SBI post-ICH in terms of inflammation, iron deposition, autophagy, and angiogenesis. Furthermore, we described the effects of thrombin in endothelial cells, astrocytes, pericytes, microglia, and neurons, as well as the harmful and beneficial effects of high and low thrombin concentrations on ICH. Finally, we concluded the current research status of thrombin therapy for ICH, which will provide a basis for the future clinical application of thrombin in the treatment of ICH.

10.
Antonie Van Leeuwenhoek ; 103(4): 797-807, 2013 Apr.
Article in English | MEDLINE | ID: mdl-23224438

ABSTRACT

Pseudomonas aeruginosa, a wide-spread opportunistic pathogen, often complicates clinical treatments due to its resistance to a large variety of antimicrobials, especially in immune compromised patients, occasionally leading to death. However, the resistance to antimicrobials varies greatly among the P. aeruginosa isolates, which raises a question on whether some sub-lineages of P. aeruginosa might have greater potential to develop antimicrobial resistance than others. To explore this question, we divided 160 P. aeruginosa isolates collected from cities of USA and China into distinct genotypes using I-CeuI, a special endonuclease that had previously been proven to reveal phylogenetic relationships among bacteria reliably due to the highly conserved 26-bp recognition sequence. We resolved 10 genotypes by I-CeuI analysis and further divided them into 82 sub-genotypes by endonuclease cleavage with SpeI. Eight of the 10 genotypes contained both multi-drug resistant (MDR) and less resistant isolates based on comparisons of their antimicrobial resistance profiles (ARPs). When the less resistant or susceptible isolates from different genotypes were exposed to eight individual antimicrobials, they showed similar potential to become resistant with minor exceptions. This is to our knowledge the first report to examine correlations between phylogenetic sub-lineages of P. aeruginosa and their potential to become resistant to antimicrobials. This study further alerts the importance and urgency of antimicrobial abuse control.


Subject(s)
Anti-Bacterial Agents/pharmacology , Drug Resistance, Bacterial , Pseudomonas aeruginosa/classification , Pseudomonas aeruginosa/drug effects , China , Cities , Electrophoresis, Gel, Pulsed-Field , Genotype , Microbial Sensitivity Tests , Molecular Typing , Pseudomonas aeruginosa/genetics , Pseudomonas aeruginosa/isolation & purification , United States
11.
Int Immunopharmacol ; 123: 110744, 2023 Oct.
Article in English | MEDLINE | ID: mdl-37552908

ABSTRACT

Intracerebral hemorrhage (ICH) is a stroke subtype characterized by non-traumatic rupture of blood vessels in the brain, resulting in blood pooling in the brain parenchyma. Despite its lower incidence than ischemic stroke, ICH remains a significant contributor to stroke-related mortality, and most survivors experience poor outcomes that significantly impact their quality of life. ICH has been accompanied by various complex pathological damage, including mechanical damage of brain tissue, hematoma mass effect, and then leads to inflammatory response, thrombin activation, erythrocyte lysis, excitatory amino acid toxicity, complement activation, and other pathological changes. Accumulating evidence has demonstrated that activation of complement cascade occurs in the early stage of brain injury, and the excessive complement activation after ICH will affect the occurrence of secondary brain injury (SBI) through multiple complex pathological processes, aggravating brain edema, and pathological brain injury. Therefore, the review summarized the pathological mechanisms of brain injury after ICH, specifically the complement role in ICH, and its related pathological mechanisms, to comprehensively understand the specific mechanism of different complements at different stages after ICH. Furthermore, we systematically reviewed the current state of complement-targeted therapies for ICH, providing a reference and basis for future clinical transformation of complement-targeted therapy for ICH.


Subject(s)
Brain Edema , Brain Injuries , Stroke , Humans , Quality of Life , Cerebral Hemorrhage/therapy , Cerebral Hemorrhage/pathology , Brain/metabolism , Stroke/complications , Brain Injuries/drug therapy , Brain Edema/metabolism , Complement System Proteins/metabolism
12.
Med Phys ; 49(8): 5294-5303, 2022 Aug.
Article in English | MEDLINE | ID: mdl-35609213

ABSTRACT

BACKGROUND: The morbidity of pulmonary embolism (PE) is only lower than that of coronary heart disease and hypertension. Early detection, early diagnosis, and timely treatment are the keys to effectively reduce the risk of death. Nevertheless, PE segmentation is still a challenging task at present. The automatic segmentation of PE is particularly important. On the one hand, manual segmentation of PE from a computed tomography (CT) sequence is very time-consuming and prone to misdiagnose. On the other hand, an accurate contour of the location, volume, and shape of PE can help radiotherapists carry out targeted treatment and thus greatly increase the survival rate of patients. Therefore, developing an automatic and efficient PE segmentation approach is an urgent demand in clinical diagnosis. PURPOSE: An accurate segmentation of PE is critical for the diagnosis of PE. However, it remains a difficult and relevant problem in the field of medical image processing due to factors like incongruent sizes and shapes of emboli regions, and low contrast between embolisms and other tissues. To address this conundrum, in this study, a deep neural network (CAM-Wnet) that incorporates coordinate attention (CA) mechanisms and pyramid pooling modules (PPMs) is proposed to end-to-end segment PE from CT image. METHODS: CAM-Wnet architecture is composed of coarse U-Net and subdivision U-Net stacked on top of each other. First, the coarse U-Net uses a pretrained VGG-19 as an encoder, which can transfer the features learned from ImageNet to other tasks. At the same time, CA residual blocks (CARBs) are introduced into the decoder of the coarse network to obtain a wider range of semantic information and find out the correlation between channels. Then, the multiplied results of input image and preliminary mask are put into the subdivision U-Net for secondary feature distillation, and the encoder and decoder of the subdivision U-Net are both constructed from CARBs, too. The PPMs are used between the encoder and the decoder of two U-Net architectures to utilize global context information and further enhance the feature extraction effect. Finally, the improved focal loss function is used to train the network to further improve the segmentation effect. RESULTS: In this study, we used the doctors' manual contours of the China-Japan Friendship Hospital dataset to test the proposed architecture. We calculated the Precision, Recall, IoU, and F1-score to evaluate the accuracy of the architecture for PE segmentation. The segmentation Precision for PE was found to be 0.9703, Recall was 0.963, IoU was 0.9353, and F1-score was 0.9665. The experimental results show the effectiveness of the proposed method to automatically and accurately segment embolism in lung CT images. Furthermore, we also test the performance of our method on the liver tumor segmentation public dataset, which demonstrates the effectiveness and generalization ability of our method. CONCLUSIONS: CAM-Wnet obtained more global information and semantic information with the introduction of multiscale pooling and attention mechanisms. Experimental results showed that the proposed method effectively improved the segmentation effect of PE in lung CT images and could be applied to assist doctors in clinical treatment.


Subject(s)
Neural Networks, Computer , Pulmonary Embolism , Humans , Image Processing, Computer-Assisted/methods , Lung , Pulmonary Embolism/diagnostic imaging , Tomography, X-Ray Computed
13.
IEEE Trans Biomed Circuits Syst ; 16(1): 119-128, 2022 02.
Article in English | MEDLINE | ID: mdl-35133967

ABSTRACT

Functional near-infrared spectroscopy (fNIRS) is a powerful medical imaging tool in brain science and psychology, it can also be employed in brain-computer interface (BCI) due to its noninvasive and artifact-less-sensitive characteristics. Conventional ways to detect large-area brain activity using near-infrared (NIR) technology are based on Time-division or Frequency-division modulation technique, which traverses all physical sensory channels in a specific period. To achieve higher imaging resolution or brain-tasks classification accuracy, the NIRS system require higher density and more channels, which conflict with the limited battery capacity. Inspired by the functional atlas of the human brain, this paper proposes a spatial adaptive sampling (SAS) method. It can change the active channel pattern of the fNIRS system to match with the real-time brain activity, to increase the energy efficiency without significant reduction on the brain imaging quality or the accuracy of brain activity classification. Therefore, the number of the averaging enabled channels will be dramatically reduced in practice. To verify the proposed SAS technique, a wearable and flexible NIRS system has been implemented, in which each channel of light-emitting diode (LED) drive circuits and photodiode (PD) detection circuits can be power gated independently. Brain task experiments have been conducted to validate the proposed method, the power consumption of the LED drive module is reduced by 46.58% compared to that without SAS technology while maintaining an average brain imaging PSNR (Peak Signal to Noise Ratio) of 35 dB. The brain-task classification accuracy is 80.47%, which has a 2.67% reduction compared to that without the SAS technique.


Subject(s)
Brain-Computer Interfaces , Wearable Electronic Devices , Brain/diagnostic imaging , Humans , Signal-To-Noise Ratio , Spectroscopy, Near-Infrared/methods
14.
3 Biotech ; 11(7): 361, 2021 Jul.
Article in English | MEDLINE | ID: mdl-34295606

ABSTRACT

Most forms of Alzheimer's disease are sporadic. A model of sporadic Alzheimer's disease induced with bilateral intraventricular injection of streptozotocin leads to insulin resistance in the brain accompanied by memory decline, synaptic dysfunction, amyloid plaque deposition, oxidative stress, and neuronal apoptosis, all of which mimic the pathologies associated with sporadic Alzheimer's disease. Myelin injury is an essential component of Alzheimer's disease, playing a key role in early cognitive impairment. Our previously research found that sporadic Alzheimer's disease model showed myelin injury and that Shenzheling oral solution improved mild-to-moderate Alzheimer's disease; therefore, the protective effect of Shenzheling oral solution on myelin injury in early cognitive impairment is worth attention. In this study, the Morris water maze test results showed impairments in the learning and memory functions of mice in the model group, whereas the learning and memory function significantly improved after drug intervention. Immunohistochemistry showed increased ß-amyloid plaques in the model group and decreased amounts in the drug group. Moreover, results of electron microscopy, western blot, and polymerase chain reaction showed that Shenzhiling oral solution improved early cognitive impairment and repaired myelin sheath damage; the potential mechanism of these effects may relate to the PI3K/Akt-mTOR signaling pathway. These findings support the application and promotion of Shenzhiling oral solution to treat sporadic Alzheimer's disease. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s13205-021-02900-x.

15.
Stem Cell Res Ther ; 12(1): 33, 2021 01 07.
Article in English | MEDLINE | ID: mdl-33413636

ABSTRACT

OBJECTIVE: Our aim was to evaluate the efficacy and safety of intracoronary autologous bone marrow mesenchymal stem cell (BM-MSC) transplantation in patients with ST-segment elevation myocardial infarction (STEMI). METHODS: In this randomized, single-blind, controlled trial, patients with STEMI (aged 39-76 years) were enrolled at 6 centers in Beijing (The People's Liberation Army Navy General Hospital, Beijing Armed Police General Hospital, Chinese People's Liberation Army General Hospital, Beijing Huaxin Hospital, Beijing Tongren Hospital, Beijing Chaoyang Hospital West Hospital). All patients underwent optimum medical treatment and percutaneous coronary intervention and were randomly assigned in a 1:1 ratio to BM-MSC group or control group. The primary endpoint was the change of myocardial viability at the 6th month's follow-up and left ventricular (LV) function at the 12th month's follow-up. The secondary endpoints were the incidence of cardiovascular event, total mortality, and adverse event during the 12 months' follow-up. The myocardial viability assessed by single-photon emission computed tomography (SPECT). The left ventricular ejection fraction (LVEF) was used to assess LV function. All patients underwent dynamic ECG and laboratory evaluations. This trial is registered with ClinicalTrails.gov, number NCT04421274. RESULTS: Between March 2008 and July 2010, 43 patients who had underwent optimum medical treatment and successful percutaneous coronary intervention were randomly assigned to BM-MSC group (n = 21) or control group (n = 22) and followed-up for 12 months. At the 6th month's follow-up, there was no significant improvement in myocardial activity in the BM-MSC group before and after transplantation. Meanwhile, there was no statistically significant difference between the two groups in the change of myocardial perfusion defect index (p = 0.37) and myocardial metabolic defect index (p = 0.90). The LVEF increased from baseline to 12 months in the BM-MSC group and control group (mean baseline-adjusted BM-MSC treatment differences in LVEF 4.8% (SD 9.0) and mean baseline-adjusted control group treatment differences in LVEF 5.8% (SD 6.04)). However, there was no statistically significant difference between the two groups in the change of the LVEF (p = 0.23). We noticed that during the 12 months' follow-up, except for one death and one coronary microvascular embolism in the BM-MSC group, no other events occurred and alanine transaminase (ALT) and C-reactive protein (CRP) in BM-MSC group were significantly lower than that in the control group. CONCLUSIONS: The present study may have many methodological limitations, and within those limitations, we did not identify that intracoronary transfer of autologous BM-MSCs could largely promote the recovery of LV function and myocardial viability after acute myocardial infarction.


Subject(s)
Mesenchymal Stem Cells , Myocardial Infarction , ST Elevation Myocardial Infarction , Bone Marrow Transplantation , Humans , Myocardial Infarction/therapy , Single-Blind Method , Stroke Volume , Treatment Outcome , Ventricular Function, Left
16.
J Ethnopharmacol ; 278: 114264, 2021 Oct 05.
Article in English | MEDLINE | ID: mdl-34082015

ABSTRACT

ETHNOPHARMACOLOGICAL RELEVANCE: Shenzhiling oral liquid (SZL), a traditional Chinese medicine (TCM) compound, is firstly approved by the Chinese Food and Drug Administration (CFDA) for the treatment of mild to moderate Alzheimer's disease (AD). SZL is composed of ten Chinese herbs, and the precise therapy mechanism of its action to AD is far from fully understood. AIM OF THE STUDY: The purpose of this study was to observe whether SZL is an effective therapy for amyloid-beta (Aß)-induced myelin sheath and oligodendrocytes impairments. Notably, the primary aim was to elucidate whether and through what underlying mechanism SZL protects the myelin sheath through the PI3K/Akt-mTOR signaling pathway in Aß42-induced OLN-93 oligodendrocytes in vitro. MATERIALS AND METHODS: APP/PS1 mice were treated with SZL or donepezil continuously for three months, and Aß42-induced oligodendrocyte OLN-93 cells mimicking AD pathogenesis of myelin sheath impairments were incubated with SZL-containing serum or with donepezil. LC-MS/MS was used to analysis the active components of SZL and SZL-containing serum. The Y maze test was administered after 3 months of treatment, and the hippocampal tissues of the APP/PS1 mice were then harvested for observation of myelin sheath and oligodendrocyte morphology. Cell viability and toxicity were assessed using CCK-8 and lactate dehydrogenase (LDH) release assays, and flow cytometry was used to measure cell apoptosis. The expression of the myelin proteins MBP, PLP, and MAG and that of Aß42 and Aß40 in the hippocampi of APP/PS1 mice were examined after SZL treatment. Simultaneously, the expression of p-PI3K, PI3K, p-Akt, Akt, p-mTOR, and mTOR were also examined. The expression of proteins, including CNPase, Olig2, NKX2.2, MBP, PLP, MAG, MOG, p-PI3K, PI3K, p-Akt, Akt, p-mTOR, and mTOR, was determined by immunofluorescence and Western blot, and the corresponding gene expression was evaluated by qPCR in Aß42-induced OLN-93 oligodendrocytes. RESULTS: LC-MS/MS detected a total of 126 active compounds in SZL-containing serum, including terpenoids, flavones, phenols, phenylpropanoids and phenolic acids. SZL treatment significantly improved memory and cognition in APP/PS1 mice and decreased the G-ratio of myelin sheath, alleviated myelin sheath and oligodendrocyte impairments by decreasing Aß42 and Aß40 accumulation and increasing the expression of myelin proteins MBP, PLP, MAG, and PI3K/Akt-mTOR signaling pathway associated protein in the hippocampi of APP/PS1 mice. SZL-containing serum also significantly reversed the OLN-93 cell injury induced by Aß42 by increasing cell viability and enhanced the expression of MBP, PLP, MAG, and MOG. Meanwhile, SZL-containing serum facilitated the maturation and differentiation of oligodendrocytes in Aß42-induced OLN-93 cells by heightening the expression of CNPase, Olig2 and NKX2.2. SZL-containing serum treatment also fostered the expression of p-PI3K, PI3K, p-Akt, Akt, p-mTOR, and mTOR, indicating an activating PI3K/Akt-mTOR signaling pathway in OLN-93 cells. Furthermore, the effects of SZL on myelin proteins, p-Akt, and p-mTOR were clearly inhibited by LY294002 and/or rapamycin, antagonists of PI3K and m-TOR, respectively. CONCLUSIONS: Our findings indicate that SZL exhibits a neuroprotective effect on the myelin sheath by promoting the expression of myelin proteins during AD, and its mechanism of action is closely related to the activation of the PI3K/Akt-mTOR signaling pathway.


Subject(s)
Alzheimer Disease/prevention & control , Drugs, Chinese Herbal/pharmacology , Neuroprotective Agents/pharmacology , Administration, Oral , Amyloid beta-Peptides/metabolism , Animals , Chromatography, Liquid , Cognition/drug effects , Donepezil/pharmacology , Male , Maze Learning/drug effects , Mice , Mice, Inbred C57BL , Mice, Transgenic , Myelin Sheath/drug effects , Myelin Sheath/pathology , Phosphatidylinositol 3-Kinases/metabolism , Proto-Oncogene Proteins c-akt/metabolism , Rats , Rats, Sprague-Dawley , Signal Transduction/drug effects , TOR Serine-Threonine Kinases/metabolism , Tandem Mass Spectrometry
17.
Chin Med ; 16(1): 128, 2021 Dec 02.
Article in English | MEDLINE | ID: mdl-34857022

ABSTRACT

BACKGROUND: Shen-Zhi-Ling oral liquid (SZL) is an herbal formula known for its efficacy of nourishing "heart and spleen", and is used for the treatment and prevention of middle- and early-stage dementia. This study investigated the effects of SZL on amelioration of AD, and examined whether the underlying mechanisms from the perspective of neuroprotection are related to brain glucose metabolism. METHODS: Firstly, LC-MS/MS was used to analysis the SZL mainly enters the blood component. Then, the effects of SZL on cognitive and behavioral ability of APP/PS1 double transgenic mice and amyloid protein characteristic pathological changes were investigated by behavioral study and morphological observation. The effects of SZL on the ultrastructure of mitochondria, astrocytes, and micrangium related to cerebral glucose metabolism were observed using transmission electron microscopy. Then, micro-PET was also used to observe the effects of SZL on glucose uptake. Furthermore, the effects of SZL on insulin signaling pathway InR/PI3K/Akt and glucose transporters (GLUT1 and GLUT3) were observed by immunohistochemistry, Western-blot and RT-qPCR. Finally, the effects of SZL on brain glucose metabolism and key enzyme were observed. In vitro, the use of PI3K and/or GSK3ß inhibitor to observe the effects of SZL drug-containing serum on GLUT1 and GLUT3. RESULTS: In vivo, SZL could significantly ameliorate cognitive deficits, retarded the pathological damage, including neuronal degeneration, Aß peptide aggregation, and ultrastructural damage of hippocampal neurons, improve the glucose uptake, transporters and glucolysis. Beyond that, SZL regulates the insulin signal transduction pathway the insulin signal transduction pathway InR/PI3K/Akt. Furthermore, 15% SZL drug-containing serum increased Aß42-induced insulin signal transduction-pathway related indicators and GLUT1 and GLUT3 expression in SH-SY5Y cells. The improvement of GLUT1 and GLUT3 in the downstream PI3K/Akt/GSK3ß signaling pathway was reversed by the use of PI3K and/or GSK3ß inhibitor. CONCLUSIONS: In summary, our results demonstrated that improving glucose uptake, transport, and glycolysis in the brain may underlie the neuroprotective effects of SZL, and its potential molecular mechanism may be related to regulate the insulin signal transduction pathway.

18.
Clin Exp Pharmacol Physiol ; 37(8): 852-61, 2010 Aug.
Article in English | MEDLINE | ID: mdl-20456426

ABSTRACT

1. The hyperpolarization-induced, cation-selective current I(h) is widely observed in peripheral sensory neurons of the vagal and dorsal root ganglia, but the peak magnitude and voltage- and time-dependent properties of this current vary widely across afferent fibre type. 2. Using patch clamp investigations of rat isolated vagal ganglion neurons (VGN) identified as myelinated A-type afferents, we established a compendium of functional correlates between changes in membrane potential and the dynamic discharge properties of these sensory neurons as a result of the controlled recruitment of I(h) using the current clamp technique. 3. Two robust responses were observed in response to hyperpolarizing step currents: (i) upon initiation of the negative step current, there was a rapid hyperpolarization of membrane potential followed by a depolarizing voltage sag (DVS) towards a plateau in membrane potential as a result of steady state recruitment of I(h); and (ii) upon termination of the negative step current, there was a rapid return to the pretest resting membrane potential that often led to spontaneous action potential discharge. These data were strongly correlated (r(2) > 0.9) with a broad compendium of dynamic discharge characteristics in these A-type VGN. 4. In response to depolarizing step currents of increasing magnitude, the discharge frequency of the A-type VGN responded with increases in the rate of sustained repetitive discharge. Upon termination of the depolarizing step current, there was a post-excitatory membrane hyperpolarization of a magnitude that was strongly correlated with action potential discharge rate (r(2) > 0.9). 5. Application of the selective hyperpolarization-activated cyclic nucleotide gated (HCN) channel blockers ZD7288 (10 micromol/L) or CsCl (1.0 mmol/L) abolished I(h) and all of the aforementioned functional correlates. In addition to reducing the excitability of the A-type VGN to step depolarizing currents. 6. Because there is increasing evidence that the HCN channel current may represent a valid target for pharmacological intervention, the quantitative relationships described in the present study could potentially help guide the molecular and/or chemical modification of HCN channel gating properties to effect a particular outcome in VGN discharge properties, ideally well beyond merely selective blockade of a particular HCN channel subtype.


Subject(s)
Cyclic Nucleotide-Gated Cation Channels/drug effects , Cyclic Nucleotide-Gated Cation Channels/metabolism , Nerve Fibers, Myelinated/physiology , Neurons, Afferent/physiology , Potassium Channels/drug effects , Potassium Channels/metabolism , Vagus Nerve/physiology , Action Potentials/physiology , Animals , Cell Separation , Cells, Cultured , Cesium/pharmacology , Chlorides/pharmacology , Electrophysiology , Hyperpolarization-Activated Cyclic Nucleotide-Gated Channels , Ion Channel Gating/drug effects , Male , Membrane Potentials/physiology , Nerve Fibers, Unmyelinated/physiology , Patch-Clamp Techniques , Rats , Rats, Sprague-Dawley
19.
Article in English | MEDLINE | ID: mdl-32774416

ABSTRACT

White matter degeneration and demyelination are nonnegligible pathological manifestations of Alzheimer's disease (AD). The damage of myelin sheath consisting of oligodendrocytes is the basis of AD's unique early lesions. Shenzhiling oral liquid (SZL) was the effective Chinese herbal compound approved by the Food and Drug Administration (FDA) for the treatment of AD in China, which plays the exact therapeutic role in clinical AD patients. However, its molecular mechanism remains unclear to date. For this purpose, an in vitro mode of streptozotocin- (STZ-) induced rat oligodendrocyte OLN-93 cell injury was established to mimic the pathological changes of myelin sheath of AD and investigate the mechanism of SZL protecting injured OLN-93 cell. The results showed that STZ can decrease cell viability and downregulate the activity of PI3K/Akt-mTOR signalling pathway and the expression of myelin sheath-related proteins (MBP, MOG, and PLP) in OLN-93 cells. Both SZL-medicated serum and donepezil (positive control) can protect cells from STZ-caused damage. SZL-medicated serum increased OLN-93 cell viability in a dose- and time-dependent manner and enhanced the activity of PI3K/Akt-mTOR signalling pathway. The inhibitor of PI3K (LY294002) inhibited the protective effect of SZL-medicated serum on the STZ-injured OLN-93 cells. Furthermore, rapamycin, the inhibitor of mTOR, inhibited the promotion of cell viability and upregulation of p-mTOR and MBP caused by SZL-medicated serum. In conclusion, our data indicate that SZL plays its therapeutic role on AD by promoting PI3K/Akt-mTOR signalling pathway of oligodendrocytes. Thus, the present study may facilitate the therapeutic research of AD.

20.
Chemosphere ; 255: 126983, 2020 Sep.
Article in English | MEDLINE | ID: mdl-32402867

ABSTRACT

The instability and rapid consumption of H2O2 limit the application of UV/H2O2 in water treatment. Recently, calcium peroxide (CaO2) has been demonstrated as an effective source of H2O2. However, the performance and mechanism of UV/CaO2 are still unknown. Herein, UV/CaO2 and UV/H2O2 were compared for degradation of aniline. The removal efficiency of aniline by UV/CaO2 was slightly lower than that by UV/H2O2, which could be attributed to the light scavenger by CaO2 suspended particles. HO‧ was identified to participate in aniline degradation in both UV/CaO2 and UV/H2O2, while O2-· was only involved in UV/CaO2. The efficiency of aniline degradation in UV/CaO2 was affected by the released H2O2 in the system. The release and decomposition rate of H2O2 in UV/CaO2 system were influenced by the CaO2 dosage and reaction pH, but slightly related with water matrix. Excessive CaO2 would scavenge aniline degradation through the released H2O2 to react with HO‧. Acidic condition would enhance the concentration of H2O2 in UV/CaO2 and promote the degradation of aniline. Cl- showed slight and almost no effect on aniline degradation in UV/CaO2 and UV/H2O2 systems, respectively, while HCO3- scavenged aniline degradation in UV/CaO2. NO3- inhibited aniline degradation in both UV/CaO2 and UV/H2O2. Compared to UV/H2O2, UV/CaO2 shows the similar efficiency on organics removal but conquers the limitations in UV/H2O2, which is a promising alternative choice in water treatment.


Subject(s)
Hydrogen Peroxide/chemistry , Peroxides , Ultraviolet Rays , Water Pollutants, Chemical/chemistry , Water Purification/methods , Aniline Compounds/chemistry , Aniline Compounds/isolation & purification , Carcinogens/chemistry , Kinetics , Oxidation-Reduction , Water Purification/standards
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