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1.
Mil Med Res ; 11(1): 16, 2024 Mar 11.
Article in English | MEDLINE | ID: mdl-38462603

ABSTRACT

BACKGROUND: Episodic memory loss is a prominent clinical manifestation of Alzheimer's disease (AD), which is closely related to tau pathology and hippocampal impairment. Due to the heterogeneity of brain neurons, the specific roles of different brain neurons in terms of their sensitivity to tau accumulation and their contribution to AD-like social memory loss remain unclear. Therefore, further investigation is necessary. METHODS: We investigated the effects of AD-like tau pathology by Tandem mass tag proteomic and phosphoproteomic analysis, social behavioural tests, hippocampal electrophysiology, immunofluorescence staining and in vivo optical fibre recording of GCaMP6f and iGABASnFR. Additionally, we utilized optogenetics and administered ursolic acid (UA) via oral gavage to examine the effects of these agents on social memory in mice. RESULTS: The results of proteomic and phosphoproteomic analyses revealed the characteristics of ventral hippocampal CA1 (vCA1) under both physiological conditions and AD-like tau pathology. As tau progressively accumulated, vCA1, especially its excitatory and parvalbumin (PV) neurons, were fully filled with mislocated and phosphorylated tau (p-Tau). This finding was not observed for dorsal hippocampal CA1 (dCA1). The overexpression of human tau (hTau) in excitatory and PV neurons mimicked AD-like tau accumulation, significantly inhibited neuronal excitability and suppressed distinct discrimination-associated firings of these neurons within vCA1. Photoactivating excitatory and PV neurons in vCA1 at specific rhythms and time windows efficiently ameliorated tau-impaired social memory. Notably, 1 month of UA administration efficiently decreased tau accumulation via autophagy in a transcription factor EB (TFEB)-dependent manner and restored the vCA1 microcircuit to ameliorate tau-impaired social memory. CONCLUSION: This study elucidated distinct protein and phosphoprotein networks between dCA1 and vCA1 and highlighted the susceptibility of the vCA1 microcircuit to AD-like tau accumulation. Notably, our novel findings regarding the efficacy of UA in reducing tau load and targeting the vCA1 microcircuit may provide a promising strategy for treating AD in the future.


Subject(s)
Alzheimer Disease , Humans , Male , Mice , Animals , Alzheimer Disease/metabolism , Alzheimer Disease/pathology , Mice, Transgenic , Proteomics , Hippocampus/metabolism , Hippocampus/pathology , Memory Disorders/metabolism
2.
Phys Chem Chem Phys ; 25(29): 19492-19500, 2023 Jul 26.
Article in English | MEDLINE | ID: mdl-37448277

ABSTRACT

This work reports the refinement of nanoporous copper (NPC) ligaments by introducing the sodium dodecyl sulfate (SDS) surfactant in the dealloying process. The Al80Cu20 (at%) alloy precursor is chemically dealloyed in a mixed solution of NaOH and SDS surfactant, producing NPC with a hierarchical microstructure. Micron-scaled skeletons that build up higher level networks consist of geometrically similar nano-scaled bi-continuous ligament-pore networks at the lower level. It has been found that the size of the ligaments in the lower level networks reduces from ∼32 nm to ∼24 nm with increasing SDS concentration to 1 mM. Further increasing the SDS concentration to 5 mM only leads to a slight ligament size decrease to ∼21 nm. Remarkably, nano-sized cones are formed on the lower level network surface in the dealloying solution containing 1 mM SDS, and the cone number greatly rises when the SDS concentration increases to 5 mM. The surface diffusivity of Cu adatoms is evaluated based on the experimental data, and the refinement of the ligament as well as the formation of cones are associated with the decreased surface diffusivity and the retarded Cu adatom motions with the addition of SDS. Quantum chemical calculations and molecular dynamics simulations are performed to model the adsorption behavior of SDS. It has been found that the SDS-substrate interaction increases with the number of SDS molecules before SDS reaches saturation.

3.
Mol Neurodegener ; 18(1): 23, 2023 04 14.
Article in English | MEDLINE | ID: mdl-37060096

ABSTRACT

BACKGROUND: Abnormal tau accumulation and cholinergic degeneration are hallmark pathologies in the brains of patients with Alzheimer's disease (AD). However, the sensitivity of cholinergic neurons to AD-like tau accumulation and strategies to ameliorate tau-disrupted spatial memory in terms of neural circuits still remain elusive. METHODS: To investigate the effect and mechanism of the cholinergic circuit in Alzheimer's disease-related hippocampal memory, overexpression of human wild-type Tau (hTau) in medial septum (MS)-hippocampus (HP) cholinergic was achieved by specifically injecting pAAV-EF1α-DIO-hTau-eGFP virus into the MS of ChAT-Cre mice. Immunostaining, behavioral analysis and optogenetic activation experiments were used to detect the effect of hTau accumulation on cholinergic neurons and the MS-CA1 cholinergic circuit. Patch-clamp recordings and in vivo local field potential recordings were used to analyze the influence of hTau on the electrical signals of cholinergic neurons and the activity of cholinergic neural circuit networks. Optogenetic activation combined with cholinergic receptor blocker was used to detect the role of cholinergic receptors in spatial memory. RESULTS: In the present study, we found that cholinergic neurons with an asymmetric discharge characteristic in the MS-hippocampal CA1 pathway are vulnerable to tau accumulation. In addition to an inhibitory effect on neuronal excitability, theta synchronization between the MS and CA1 subsets was significantly disrupted during memory consolidation after overexpressing hTau in the MS. Photoactivating MS-CA1 cholinergic inputs within a critical 3 h time window during memory consolidation efficiently improved tau-induced spatial memory deficits in a theta rhythm-dependent manner. CONCLUSIONS: Our study not only reveals the vulnerability of a novel MS-CA1 cholinergic circuit to AD-like tau accumulation but also provides a rhythm- and time window-dependent strategy to target the MS-CA1 cholinergic circuit, thereby rescuing tau-induced spatial cognitive functions.


Subject(s)
Alzheimer Disease , Memory Consolidation , Animals , Humans , Mice , Alzheimer Disease/metabolism , Cholinergic Agents/metabolism , Cholinergic Agents/pharmacology , Cholinergic Neurons , Hippocampus/metabolism , Memory Disorders/metabolism , tau Proteins/metabolism
4.
Neurosci Bull ; 39(4): 617-630, 2023 Apr.
Article in English | MEDLINE | ID: mdl-36342657

ABSTRACT

Malfunction of the ventral subiculum (vSub), the main subregion controlling the output connections from the hippocampus, is associated with major depressive disorder (MDD). Although the vSub receives cholinergic innervation from the medial septum and diagonal band of Broca (MSDB), whether and how the MSDB-to-vSub cholinergic circuit is involved in MDD is elusive. Here, we found that chronic unpredictable mild stress (CUMS) induced depression-like behaviors with hyperactivation of vSub neurons, measured by c-fos staining and whole-cell patch-clamp recording. By retrograde and anterograde tracing, we confirmed the dense MSDB cholinergic innervation of the vSub. In addition, transient restraint stress in CUMS increased the level of ACh in the vSub. Furthermore, chemogenetic stimulation of this MSDB-vSub innervation in ChAT-Cre mice induced hyperactivation of vSub pyramidal neurons along with depression-like behaviors; and local infusion of atropine, a muscarinic receptor antagonist, into the vSub attenuated the depression-like behaviors induced by chemogenetic stimulation of this pathway and CUMS. Together, these findings suggest that activating the MSDB-vSub cholinergic pathway induces hyperactivation of vSub pyramidal neurons and depression-like behaviors, revealing a novel circuit underlying vSub pyramidal neuronal hyperactivation and its associated depression.


Subject(s)
Basal Forebrain , Depressive Disorder, Major , Rats , Mice , Animals , Rats, Sprague-Dawley , Depressive Disorder, Major/metabolism , Depression , Hippocampus/metabolism , Cholinergic Agents
5.
Front Endocrinol (Lausanne) ; 13: 932761, 2022.
Article in English | MEDLINE | ID: mdl-36387867

ABSTRACT

Liver-expressed antimicrobial peptide 2 (LEAP2) is a newly discovered antagonist of the growth hormone secretagogue receptor (GHSR) and is considered the first endogenous peptide that can antagonize the metabolic actions of ghrelin. The effects of ghrelin administration on feeding behavior, body weight, and energy metabolism involve the activation of orexigenic neurons in the arcuate nucleus (ARC) of the hypothalamus. It is unclear, however, if LEAP2 applied directly to the ARC of the hypothalamus affects these metabolic processes. Here, we show that overexpression of LEAP2 in the ARC through adeno-associated virus (AAV) reduced food intake and body weight in wild-type (WT) mice fed chow and a high-fat diet (HFD) and improved metabolic disorders. LEAP2 overexpression in the ARC overrides both central and peripheral ghrelin action on a chow diet. Interestingly, this AAV-LEAP2 treatment increased proopiomelanocortin (POMC) expression while agouti-related peptide (AGRP)/neuropeptide Y (NPY) and GHSR levels remained unchanged in the hypothalamus. Additionally, intracerebroventricular (i.c.v.) administration of LEAP2 decreased food intake, increased POMC neuronal activity, and repeated LEAP2 administration to mice induced body weight loss. Using chemogenetic manipulations, we found that inhibition of POMC neurons abolished the anorexigenic effect of LEAP2. These results demonstrate that central delivery of LEAP2 leads to appetite-suppressing and body weight reduction, which might require activation of POMC neurons in the ARC.


Subject(s)
Antimicrobial Cationic Peptides , Eating , Ghrelin , Pro-Opiomelanocortin , Animals , Mice , Body Weight , Ghrelin/pharmacology , Neurons/metabolism , Pro-Opiomelanocortin/genetics , Receptors, Ghrelin/genetics , Receptors, Ghrelin/metabolism , Antimicrobial Cationic Peptides/genetics , Antimicrobial Cationic Peptides/metabolism , Feeding Behavior
6.
Aging Cell ; 21(5): e13600, 2022 05.
Article in English | MEDLINE | ID: mdl-35355405

ABSTRACT

Abnormal tau accumulation and spatial memory loss constitute characteristic pathology and symptoms of Alzheimer disease (AD). Yet, the intrinsic connections and the mechanism between them are not fully understood. In the current study, we observed a prominent accumulation of the AD-like hyperphosphorylated and truncated tau (hTau N368) proteins in hippocampal dentate gyrus (DG) mossy cells of 3xTg-AD mice. Further investigation demonstrated that the ventral DG (vDG) mossy cell-specific overexpressing hTau for 3 months induced spatial cognitive deficits, while expressing hTau N368 for only 1 month caused remarkable spatial cognitive impairment with more prominent tau pathologies. By in vivo electrophysiological and optic fiber recording, we observed that the vDG mossy cell-specific overexpression of hTau N368 disrupted theta oscillations with local neural network inactivation in the dorsal DG subset, suggesting impairment of the ventral to dorsal neural circuit. The mossy cell-specific transcriptomic data revealed that multiple AD-associated signaling pathways were disrupted by hTau N368, including reduction of synapse-associated proteins, inhibition of AKT and activation of glycogen synthase kinase-3ß. Importantly, chemogenetic activating mossy cells efficiently attenuated the hTau N368-induced spatial cognitive deficits. Together, our findings indicate that the mossy cell pathological tau accumulation could induce the AD-like spatial memory deficit by inhibiting the local neural network activity, which not only reveals new pathogenesis underlying the mossy cell-related spatial memory loss but also provides a mouse model of Mossy cell-specific hTau accumulation for drug development in AD and the related tauopathies.


Subject(s)
Alzheimer Disease , Cognitive Dysfunction , Alzheimer Disease/pathology , Animals , Cognition , Cognitive Dysfunction/genetics , Disease Models, Animal , Memory Disorders/metabolism , Mice , Mice, Transgenic , Mossy Fibers, Hippocampal/metabolism , Mossy Fibers, Hippocampal/pathology , tau Proteins/metabolism
7.
Toxicol Lett ; 350: 152-161, 2021 Oct 10.
Article in English | MEDLINE | ID: mdl-34311048

ABSTRACT

As nephrogenic systemic fibrosis (NSF) and increased signal intensities in deep cerebellar nuclei (DCN) were successively discovered in renal insufficiency patients and healthy persons after gadolinium-based contrast agents (GBCAs) exposure, an awareness of potential toxicity with GBCAs exposure has been heightening. Herein, we performed a multi-organ/tissue toxicity assessment after different GBCAs administration with a large number of samples, and long-term, time-course schedule investigation. ICR mice were randomized to five exposure groups (n = 42/group) and received intravenous injection of GBCAs (2.5 mmol Gd/kg) or saline four time a week for 5 consecutive weeks. Gadolinium concentration detection, sensory tests, histological and hematological analyses were performed at corresponding timepoints (4th or 6th or 10th week). Our results showed that (i) gadodiamide could cause reversible vacuolar changes in the renal tubular epithelial cells, which appeared at 6th week and recovered at 10th week, and severe skin lesion in mice tail with consecutive injection for 10 weeks, that (ii) linear GBCAs (gadodiamide and gadopentetate dimeglumine) markedly elevated heat hyperalgesia and white blood cells of mice at 6th week and most of these changes could recovery at 10th week, and that (iii) linear GBCAs exhibited more gadolinium retention in multi-organ/tissue versus macrocyclic GBCAs and in most case, linear GBCAs showed faster accumulation and regression speed in examined tissues than macrocyclic GBCAs excepting gadodiamide in skin which showed slowest regression speed. Collectively, macrocyclic GBCAs presents more stable, lower propensity to release Gd and safer profiles versus linear GBCAs.


Subject(s)
Animal Structures/cytology , Animal Structures/drug effects , Contrast Media/toxicity , Gadolinium/toxicity , Macrocyclic Compounds/toxicity , Molecular Structure , Animals , Female , Mice , Mice, Inbred ICR , Models, Animal , Toxicity Tests
8.
J Nanobiotechnology ; 18(1): 175, 2020 Nov 30.
Article in English | MEDLINE | ID: mdl-33256741

ABSTRACT

BACKGROUND: Development of sensitive and specific imaging approaches for the detection of ovarian cancer holds great promise for improving the therapeutic efficacy and the lifespan of the patients. RESULTS: In this study, manganese-nitrogen doped carbon nanosheets (Mn-N-CNSs) coupled with Anti-HE4 monoclonal antibody (Mn-N-CNSs@Anti-HE4) were synthesized for the specific and targeted fluorescence/MR dual-modal imaging of ovarian carcinoma. The prepared Mn-N-CNSs revealed excellent aqueous dispersity, good colloidal stability, great optical properties and high longtudinal relaxivity rate (r1 = 10.30 mM-1 s-1). Encouraged by the tunable photoluminiscence of the nanoprobe and Anti-HE4 targeting ligand, the ovarian carcinoma cells were specifically labeled by the Mn-N-CNSs@Anti-HE4 nanoprobe with multi-color fluorescences. Benefiting from the high r1 relaxivity, the nanoprobe exhibited targeted and enhanced MR contrast effect in the ovarian carcinoma cells and tumor bearing mice model. Besides, the high biocompatibility and easy excretion from the body of the nanoprobe were further confirmed in vivo. CONCLUSION: The prepared Mn-N-CNSs@Anti-HE4 with excellent biocompatibility, high-performance and superior tumor-targeting ability provides a novel fluorescence/MR dual-modal nanoprobe for specific labeling and detection of ovarian carcinoma cells in vitro and in vivo.


Subject(s)
Contrast Media , Fluorescent Dyes , Magnetic Resonance Imaging/methods , Nanoparticles , Animals , Carbon/chemistry , Cell Line, Tumor , Cell Survival/drug effects , Contrast Media/chemistry , Contrast Media/pharmacokinetics , Female , Fluorescent Dyes/chemistry , Fluorescent Dyes/pharmacokinetics , Manganese/chemistry , Mice , NIH 3T3 Cells , Nanoparticles/chemistry , Nanoparticles/toxicity , Nitrogen/chemistry , Ovarian Neoplasms/diagnostic imaging , Ovarian Neoplasms/metabolism , Spectrometry, Fluorescence
9.
J Immunol Res ; 2019: 7684352, 2019.
Article in English | MEDLINE | ID: mdl-31781682

ABSTRACT

BACKGROUND: We have reported previously the insufficient absolute number or functional defects of regulatory T cells (Tregs) in patients with rheumatoid arthritis (RA), challenging conventional unspecific immunosuppressive therapy. Sirolimus, a mTOR inhibitor, is reported to allow growth of functional Tregs; here, we investigated the efficacy of low-dose sirolimus combined with conventional immunosuppressants (sirolimus immunoregulation therapy) for RA treatment with lower side effects and better tolerance. METHODS: In this nonblinded and parallel-group trial, we randomly assigned 62 patients to receive conventional glucocorticoids and immunosuppressants with or without sirolimus at a dosage of 0.5 mg on alternate days for 24 weeks in a 2 : 1 ratio. The demographic features, clinical manifestations, and laboratory indicators including peripheral blood lymphocyte subgroups and CD4+T subsets were compared before and after the treatment. RESULTS: Finally, 37 patients in the sirolimus group and 18 in the conventional treated group completed the 6-month study. By 24 weeks, the patients with sirolimus experienced significant reduction in disease activity indicators including DAS28, ESR, and the number of tender joints and swollen joints (p < 0.001). Notably, they had a higher level of Tregs as compared with those with conventional therapy alone (p < 0.05), indicating that sirolimus could partly restore the reduced Tregs. Concomitantly, their usage of immunosuppressants for controlling disease activity was decreased as compared with the conventional group with no difference in blood routine, and liver and renal functions both before and after the treatment of sirolimus and between the two groups (p > 0.05). CONCLUSIONS: Low-dose sirolimus immunoregulatory therapy selectively upregulated Tregs and partly replaced the usage of immunosuppressants to control disease activity without overtreatment and evaluable side effect. Further study is required using a large sample of RA patients treated with sirolimus for a longer period. This trial is registered at the Chinese Clinical Trial Registry (http://www.chictr.org.cn/showproj.aspx?proj=17245).


Subject(s)
Arthritis, Rheumatoid/drug therapy , Arthritis, Rheumatoid/immunology , Immunomodulation/drug effects , Immunosuppressive Agents/administration & dosage , Sirolimus/administration & dosage , Adult , Arthritis, Rheumatoid/diagnosis , Biomarkers , Female , Follow-Up Studies , Humans , Male , Middle Aged , Severity of Illness Index , T-Lymphocyte Subsets/drug effects , T-Lymphocyte Subsets/immunology , T-Lymphocyte Subsets/metabolism , T-Lymphocytes, Regulatory/drug effects , T-Lymphocytes, Regulatory/immunology , T-Lymphocytes, Regulatory/metabolism , Treatment Outcome
10.
Anal Chim Acta ; 1067: 115-128, 2019 Aug 27.
Article in English | MEDLINE | ID: mdl-31047143

ABSTRACT

An efficient method for the highly sensitive and specific detection of cancer cells is crucial for the early diagnosis of cancer. In this work, we propose a one-pot approach to fabricating magnetic-fluorescent iron oxide-carbon hybrid nanomaterials (MCNP) with excellent stable, high quantum yield and excellent magnetic properties for breast cancer cells recognition and detection via magnetic resonance and multicolour fluorescence imaging. MCNPs were efficiently synthesised via one-pot, multi-component reactions of FeCl3, FeCl2•4H2O, citric acid and ethylenediamine in diethylene glycol. The MCNPs showed strong excitation wavelength-dependent fluorescence in the blue-red region with a high quantum yield of 58.4%, and they presented higher stability and T2 relaxivity than pure iron oxide nanoparticles. After conjugating with CD44 monoclonal antibodies, the fabricated targeting nanoprobe, MCNPs-CD44, demonstrated a specific fluorescence/MRI dual imaging contrast effect in 4T1 breast cancer cells. Biological transmission electron microscope imaging showed a significant preferential uptake of the nanoparticle conjugates by the 4T1 cells. By taking advantage of the high binding affinity and specificity of the CD44 antibodies to the overexpressed CD44 on the cancer cell surface, the developed MCNPs-CD44 probe distinguished 4T1 breast cancer cells from normal cells and detected as low as a few hundred cancer cells, thus indicating the potential application of multifunctional nanocomposites in the MR diagnosis and fluorescence positioning of breast cancer at cellular-level resolution.


Subject(s)
Breast Neoplasms/diagnostic imaging , Breast Neoplasms/pathology , Carbon/chemistry , Ferric Compounds/chemistry , Fluorescence , Magnetic Resonance Imaging , Nanoparticles/chemistry , Antibodies, Monoclonal/chemistry , Cells, Cultured , Female , Humans , Optical Imaging
11.
Cell Rep ; 26(8): 2052-2063.e4, 2019 02 19.
Article in English | MEDLINE | ID: mdl-30784588

ABSTRACT

Retroactive interference (RI) occurs when new incoming information impairs an existing memory, which is one of the primary sources of forgetting. Although long-term potentiation (LTP) reversal shows promise as the underlying neural correlate, the key molecules that control the sensitivity of memory circuits to RI are unknown, and the developmental trajectory of RI effects is unclear. Here we found that depotentiation in the hippocampal dentate gyrus (DG) depends on GluN2A-containing NMDA receptors (NMDARs). The susceptibility of LTP to disruption progressively increases with the rise in the GluN2A/GluN2B ratio during development. The vulnerability of hippocampus-dependent memory to interference from post-learning novelty exploration is subject to similar developmental regulation by NMDARs. Both GluN2A overexpression and GluN2B downregulation in the DG promote RI-induced forgetting. Altogether, our results suggest that a switch in GluN2 subunit predominance may confer age-related differences to depotentiation and underlie the developmental decline in memory resistance to RI.


Subject(s)
Dentate Gyrus/metabolism , Memory , Receptors, N-Methyl-D-Aspartate/metabolism , Animals , Dentate Gyrus/growth & development , Dentate Gyrus/physiology , Female , Long-Term Potentiation , Male , Mice , Mice, Inbred C57BL , Neurogenesis , Protein Multimerization
12.
Biochem Biophys Res Commun ; 511(2): 207-213, 2019 04 02.
Article in English | MEDLINE | ID: mdl-30777335

ABSTRACT

Gadolinium doped carbon dots (Gd-CDs) were prepared as a dual-modal imaging agent for enhanced MR imaging and cell fluorescence imaging. The Gd-CDs were synthesized via one-step solvent free technique with Gd-DTPA and l-arginine as the Gd and carbon sources with a quantum yield of 57.78%. The Gd-CDs exhibited good crystal structure, excellent aqueous dispersity, high colloidal stability, intense fluorescence and low cytotoxicity. The bio-TEM images revealed that the Gd-CDs could be easily internalized by cancer cells and escape from the endosomes. Furthermore, the Gd-CDs demonstrated wonderful multi-color fluoresence cell labeling ability at various excitation wavelength and much better MR contrast effect compared with commercial Gd-DTPA with a high r1 relaxivity value 6.27 mM-1s-1. In addition, Gd-CDs exhibited brighter MR signal than Gd-DTPA in the animal MR imaging test. Finally, the Gd-CDs also indicated low long-term toxicity by the serum biochemistry analysis. Thus, these results indicated that Gd-CDs would be an excellent dual-modal imaging probe for enhanced MR imaging and fluorescence imaging.


Subject(s)
Carbon/analysis , Contrast Media/analysis , Gadolinium/analysis , Animals , Cell Line, Tumor , Contrast Media/chemical synthesis , Female , Gadolinium DTPA/analysis , Humans , Image Enhancement/methods , Magnetic Resonance Imaging/methods , Mice , Optical Imaging/methods
13.
Int J Neural Syst ; 29(4): 1850005, 2019 May.
Article in English | MEDLINE | ID: mdl-29631505

ABSTRACT

Automatic seizure detection is extremely important in the monitoring and diagnosis of epilepsy. The paper presents a novel method based on dictionary pair learning (DPL) for seizure detection in the long-term intracranial electroencephalogram (EEG) recordings. First, for the EEG data, wavelet filtering and differential filtering are applied, and the kernel function is performed to make the signal linearly separable. In DPL, the synthesis dictionary and analysis dictionary are learned jointly from original training samples with alternating minimization method, and sparse coefficients are obtained by using of linear projection instead of costly l0 -norm or l1 -norm optimization. At last, the reconstructed residuals associated with seizure and nonseizure sub-dictionary pairs are calculated as the decision values, and the postprocessing is performed for improving the recognition rate and reducing the false detection rate of the system. A total of 530 h from 20 patients with 81 seizures were used to evaluate the system. Our proposed method has achieved an average segment-based sensitivity of 93.39%, specificity of 98.51%, and event-based sensitivity of 96.36% with false detection rate of 0.236/h.


Subject(s)
Databases, Factual , Electroencephalography/methods , Machine Learning , Seizures/diagnosis , Electroencephalography/trends , Humans , Machine Learning/trends , Seizures/physiopathology
14.
IEEE Trans Neural Syst Rehabil Eng ; 26(9): 1717-1726, 2018 09.
Article in English | MEDLINE | ID: mdl-30106681

ABSTRACT

Automatic seizure detection technology can automatically mark the EEG by using the epileptic detection algorithm, which is helpful to the diagnosis and treatment of epileptic diseases. This paper presents an EEG classification framework based on the denoising sparse autoencoder. The denoising sparse autoencoder (DSAE) is an improved unsupervised deep neural network over sparse autoencoder and denoising autoencoder, which can learn the closest representation of the data. The sparsity constraint applied in the hidden layer of the network makes the expression of data as sparse as possible so as to obtain a more efficient representation of EEG signals. In addition, corrupting operation used in input data help to enhance the robustness of the system and make it suitable for the analysis of non-stationary epileptic EEG signals. In this paper, we first imported the pre-processed training data to the DSAE network and trained the network. A logistic regression classifier was connected to the top of the DSAE. Then, put the test data into the system for classification. Finally, the output results of the overall network were post-processed to obtain the final epilepsy detection results. In the two-class (nonseizure and seizure EEGs) problem, the system has achieved effective results with the average sensitivity of 100%, specificity of 100%, and recognition of 100%, showing that the proposed framework can be efficient for the classification of epileptic EEGs.


Subject(s)
Algorithms , Electroencephalography/classification , Data Interpretation, Statistical , Electroencephalography/statistics & numerical data , Epilepsy/diagnosis , Humans , Logistic Models , Neural Networks, Computer , Seizures/classification , Seizures/diagnosis , Sensitivity and Specificity , Signal-To-Noise Ratio
15.
Anal Chem ; 90(3): 1734-1739, 2018 02 06.
Article in English | MEDLINE | ID: mdl-29338194

ABSTRACT

A polymeric membrane ion-selective electrode (ISE) is typically designed for the determination of one specific ion using a conventional method. In this work, we demonstrate a simple, versatile, and sensitive platform for simultaneous detection of two molecules with a single ISE. Under a series of periodic galvanostatic polarization, a solid-contact ISE without ion exchanger properties under zero-current conditions has been successfully used for simultaneous detection of two opposite charged ions with high sensitivity, good selectivity, and fast reversibility. By integration of biorecognition elements with the potentiometric measurement, highly sensitive and selective detection of a broad range of different molecular targets can be predicted. As a proof of concept, a potentiometric genosensor based on magnetic beads-enzyme sandwich assay has been designed for sensitive and selective detection of pathogenic bacteria Escherichia coli O157:H7 and Staphylococcus aureus. Under optimal conditions, two bacteria nucleic acid sequences can be detected simultaneously with high sensitivity and good selectivity by using a single solid-contact potentiometric ISE. The detection limits of Escherichia coli O157:H7 DNA and Staphylococcus aureus DNA are 120 and 54 fM (3σ), respectively. Because of its simplicity, this potentiometric technique based on ISE can be an attractive tool or detector to perform two analyte measurements.


Subject(s)
DNA, Bacterial/analysis , Electrochemical Techniques/instrumentation , Biosensing Techniques/methods , DNA, Bacterial/classification , Electrochemical Techniques/methods , Electrodes , Escherichia coli O157/genetics , Escherichia coli O157/isolation & purification , Limit of Detection , Magnetic Phenomena , Sensitivity and Specificity , Staphylococcus aureus/genetics , Staphylococcus aureus/isolation & purification
16.
Opt Express ; 25(7): 8212-8222, 2017 Apr 03.
Article in English | MEDLINE | ID: mdl-28380936

ABSTRACT

Optical image encryption, especially double-random-phase-based, is of great interest in information security. In this work, we experimentally demonstrate the security and feasibility of optical image encryption with asymmetric double random phase and computer-generated hologram (CGH) by using spatial light modulator. First of all, the encrypted image modulated by asymmetric double random phase is numerically encoded into real-value CGH. Then, the encoded real-value CGH is loaded on the spatial light modulator and optically decrypted in self-designed experimental system. Experimental decryption results are in agreement with numerical calculations under the prober/mistaken phase keys condition. This optical decryption technology opens a window of optical encryption practical application and shows great potential for digital multimedia product copyright protection and holographic false trademark.

17.
Int J Biol Macromol ; 93(Pt A): 971-977, 2016 Dec.
Article in English | MEDLINE | ID: mdl-27663551

ABSTRACT

In this paper, sensitive polymeric hollow spheres self-assembled from chitosan-grafted-ß-cyclodextrin (CS-g-CD) and sodium tripolyphosphate (TPP) were prepared for controlled release of doxorubicin (DOX). The assemblies were formed by electrostatic interactions between positively charged amino group in CS-g-CD and negatively charged phosphate in TPP. The hollow spheres with diameters about 100nm were confirmed by transmission electron microscopy (TEM) and laser particle analyzer. The microspheres with hollow cavity were beneficial to improve the drug loading capacity for DOX with entrapment efficiency above 60%. The cumulative release of DOX from CS-g-CD/TPP hollow microspheres increased with the decrease of pH and the increase of temperature or ionic strength. At 37 °C and pH 5.2, the maximum drug release was above 90% with a continuous release rate. In-vitro cytotoxicity tests indicate that drug loaded hollow spheres exhibited evidently inhibition against cancer cells. These sensitive polymeric hollow spheres are expected to be used in biomedical field as potential carrier.


Subject(s)
Chitosan/chemistry , Drug Carriers/chemistry , beta-Cyclodextrins/chemistry , Antibiotics, Antineoplastic/chemistry , Antibiotics, Antineoplastic/pharmacology , Cell Survival/drug effects , Delayed-Action Preparations/chemistry , Delayed-Action Preparations/pharmacology , Doxorubicin/chemistry , Doxorubicin/pharmacology , Drug Carriers/pharmacology , Drug Liberation , Drug Screening Assays, Antitumor , HeLa Cells , Humans , Microspheres , Particle Size , Spectroscopy, Fourier Transform Infrared
18.
Phys Chem Chem Phys ; 18(31): 21562-72, 2016 Aug 21.
Article in English | MEDLINE | ID: mdl-27425769

ABSTRACT

With the extensive study of dealloying, copper oxides have been shown to be important members and exhibit huge potential in catalysis, energy transformation and storage fields. In this work, nanostructured copper/copper oxide hybrids were prepared through dealloying the sintered Al85Cu15 alloy and molecular dynamics (MD) simulations as well as calculations based on density functional theory (DFT) were performed to explore the oxidation mechanisms of copper in aqueous electrolytes. Cu/Cu2O/CuO compositions were obtained after immersing the sintered alloys in 20 wt% NaOH solutions under corrosion-free conditions at room temperature. Both X-ray diffraction (XRD) and potentiodynamic polarization results reveal that there exist large differences between the sintered Al85Cu15 alloy and its counterpart cast alloy and the Rietveld simulation analysis as well as MD simulations testify to the inhomogeneous atom distribution in the sintered alloy. DFT studies show that Cun (1 ≤n≤ 9) clusters possess higher surface energies than the Cu(111) surface and the calculated binding energies of the copper clusters and an atomic oxygen (Cun-O) are much higher than that of Cu(111)-O. The low surface diffusivity (Ds) of the clusters at the alloy-electrolyte interface extends their diffusion time, which may be beneficial to the formation and growth of oxide nuclei precursors during the dealloying process. Their microstructures and morphologies characterized by scanning electron microscopy (SEM) and transmission electron microscopy (TEM) show that CuO exists in the form of a nanoplate while Cu2O is a nanoparticle. Nanoporous copper (NPC) obtained by dealloying sintered and cast alloys exists in the form of a bicontinuous ligament-channel structure. This work enriches the dealloying research from both experimental and theoretical aspects.

19.
Anal Bioanal Chem ; 408(22): 6105-14, 2016 Sep.
Article in English | MEDLINE | ID: mdl-27344455

ABSTRACT

In conventional microextraction procedures, the disperser (organic solvent or ionic liquid) is left in the aqueous phase and discarded after finishing the microextraction process. Because the disperser is water-soluble, it results in low extraction recovery for polar compounds. In this investigation, an ionic-liquid-based microextraction (ILBME) was integrated with salting-out assisted liquid-liquid microextraction (SALLME) to build an ionic-liquid-based, salt-induced, dual microextraction (ILSDME) for isolation of five fluoroquinolone antibiotics (FQs) with high polarity (log P, -1.0 to 1.0). The proposed ILSDME method incorporates a dual microextraction by converting the disperser in the ILBME to the extractor in the SALLME. Optimization of key factors was conducted by integrating single-factor experiments and central composite design. The optimized experimental parameters were 80 µL [C8MIM][PF6] as extractor, 505 µL acetone as disperser, pH = 2.0, 4.1 min extraction time, and 4.2 g of Na2SO4. Under optimized conditions, high ERs (90.6-103.2 %) and low LODs (0.07-0.61 µg kg(-1)) were determined for five FQs in swine feed. Experimental precision based on RSDs was 1.4-5.2 % for intra-day and 2.4-6.9 % for inter-day analyses. The combination of ILBME with SALLME increased FQ recoveries by 15-20 % as compared with SALLME, demonstrating that the ILSDME method can enhance extraction efficiency for polar compounds compared to single-step microextraction. Therefore, the ILSDME method developed in this study has wide application for pretreatment of moderately to highly polar pollutants in complex matrices. Graphical Abstract A dual microextraction was developed by integrating ionic-liquid-based microextraction with salting-out assisted liquid-liquid microextraction for isolation of five fluoroquinolone antibiotics (FQs) with high polarity (log P = -1.0 to 1.0). The principle of dual microextraction is based on converting the remaining disperser from the first microextraction into an extractor in the second microextraction. Single-factor experiment and central composite design were applied for optimizing operational parameters using 3D response surfaces and contour lines. Under optimized conditions, the method provided high extraction recoveries and low LODs for five FQs in swine feed. The prominent advantage of the dual microextraction is rapid and highly efficient extraction of moderately to highly polar fluoroquinolones from complex matrices.


Subject(s)
Animal Feed/analysis , Anti-Bacterial Agents/analysis , Fluoroquinolones/analysis , Ionic Liquids/chemistry , Liquid Phase Microextraction/methods , Animals , Anti-Bacterial Agents/isolation & purification , Fluoroquinolones/isolation & purification , Limit of Detection , Salts/chemistry , Swine
20.
Talanta ; 154: 381-91, 2016 07 01.
Article in English | MEDLINE | ID: mdl-27154690

ABSTRACT

In traditional ionic liquids (ILs)-based microextraction, the hydrophobic and hydrophilic ILs are often used as extractant and disperser, respectively. However, the functional effects of ILs are not utilized in microextraction procedures. Herein, we introduced 1-naphthoic acid into imidazolium ring to synthesize a novel ionic liquid 1-butyl-3-methylimidazolium naphthoic acid salt ([C4MIM][NPA]), and its structure was characterized by IR, (1)H NMR and MS. On the basis of its acidic property and lower solubility than common [CnMIM][BF4], it was used as a mixing dispersive solvent with [C4MIM][BF4] in "functionalized ionic liquid-based no organic solvent microextraction (FIL-NOSM)". Utilization of [C4MIM][NPA] in FIL-NOSM procedures has two obvious advantages: (1) it promoted the non-polar environment, increased volume of the sedimented phase, and thus could enhance the extraction recoveries of triclosan (TCS) and methyltriclosan (MTCS) by more than 10%; and (2) because of the acidic property, it can act as a pH modifier, avoiding extra pH adjustment step. By combining single factor optimization and central composite design, the main factors in the FIL-NOSM method were optimized. Under the optimal conditions, the relative recoveries of TCS and MTCS reached up to 98.60-106.09%, and the LODs of them were as low as 0.12-0.15µgL(-1) in plasma and urine samples. In total, this [C4MIM][NPA]-based FIL-NOSM method provided high extraction efficiency, and required less pretreatment time and unutilized any organic solvent. To the best of our knowledge, this is the first application of [C4mim][NPA]-based microextraction method for the simultaneous quantification of trace TCS and MTCS in human fluids.


Subject(s)
Carboxylic Acids/analysis , Naphthalenes/analysis , Chromatography, High Pressure Liquid , Humans , Ionic Liquids , Liquid Phase Microextraction , Solvents , Triclosan/analogs & derivatives
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