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1.
EMBO Rep ; 25(2): 616-645, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38243138

ABSTRACT

Vascular remodeling is the process of structural alteration and cell rearrangement of blood vessels in response to injury and is the cause of many of the world's most afflicted cardiovascular conditions, including pulmonary arterial hypertension (PAH). Many studies have focused on the effects of vascular endothelial cells and smooth muscle cells (SMCs) during vascular remodeling, but pericytes, an indispensable cell population residing largely in capillaries, are ignored in this maladaptive process. Here, we report that hypoxia-inducible factor 2α (HIF2α) expression is increased in the lung tissues of PAH patients, and HIF2α overexpressed pericytes result in greater contractility and an impaired endothelial-pericyte interaction. Using single-cell RNAseq and hypoxia-induced pulmonary hypertension (PH) models, we show that HIF2α is a major molecular regulator for the transformation of pericytes into SMC-like cells. Pericyte-selective HIF2α overexpression in mice exacerbates PH and right ventricular hypertrophy. Temporal cellular lineage tracing shows that HIF2α overexpressing reporter NG2+ cells (pericyte-selective) relocate from capillaries to arterioles and co-express SMA. This novel insight into the crucial role of NG2+ pericytes in pulmonary vascular remodeling via HIF2α signaling suggests a potential drug target for PH.


Subject(s)
Hypertension, Pulmonary , Vascular Remodeling , Mice , Humans , Animals , Pericytes/metabolism , Endothelial Cells/metabolism , Hypertension, Pulmonary/genetics , Hypertension, Pulmonary/metabolism , Hypoxia/genetics , Hypoxia/metabolism , Lung
2.
Sensors (Basel) ; 24(2)2024 Jan 17.
Article in English | MEDLINE | ID: mdl-38257687

ABSTRACT

This paper introduces an efficient barrier model for enhancing smart building surveillance in harsh environment with thin walls and structures. After the main research problem of minimizing the total number of wall-recognition surveillance barriers, we propose two distinct algorithms, Centralized Node Deployment and Adaptation Node Deployment, which are designed to address the challenge by strategic placement of surveillance nodes within the smart building. The Centralized Node Deployment aligns nodes along the thin walls, ensuring consistent communication coverage and effectively countering potential disruptions. Conversely, the Adaptation Node Deployment begins with random node placement, which adapts over time to ensure efficient communication across the building. The novelty of this work is in designing a novel barrier system to achieve energy efficiency and reinforced surveillance in a thin-wall environment. Instead of a real environment, we use an ad hoc server for simulations with various scenarios and parameters. Then, two different algorithms are executed through those simulation environments and settings. Also, with detailed discussions, we provide the performance analysis, which shows that both algorithms deliver similar performance metrics over extended periods, indicating their suitability for long-term operation in smart infrastructure.

3.
J Biol Chem ; 298(8): 102147, 2022 08.
Article in English | MEDLINE | ID: mdl-35716779

ABSTRACT

Astrocytes play a critical role in brain function, but their contribution during ethanol (EtOH) consumption remains largely understudied. In light of recent findings on the heterogeneity of astrocyte physiology and gene expression, an approach with the ability to identify subtypes and capture this heterogeneity is necessary. Here, we combined measurements of calcium signaling and gene expression to define EtOH-induced astrocyte subtypes. In the absence of a demonstrated EtOH receptor, EtOH is believed to have effects on the function of many receptors and downstream biological cascades that underlie calcium responsiveness. This mechanism of EtOH-induced calcium signaling is unknown and this study provides the first step in understanding the characteristics of cells displaying these observed responses. To characterize underlying astrocyte subtypes, we assessed the correlation between calcium signaling and astrocyte gene expression signature in response to EtOH. We found that various EtOH doses increased intracellular calcium levels in a subset of astrocytes, distinguishing three cellular response types and one nonresponsive subtype as categorized by response waveform properties. Furthermore, single-cell RNA-seq analysis of astrocytes from the different response types identified type-enriched discriminatory gene expression signatures. Combining single-cell calcium responses and gene expression analysis identified specific astrocyte subgroups among astrocyte populations defined by their response to EtOH. This result provides a basis for identifying the relationship between astrocyte susceptibility to EtOH and corresponding measurable markers of calcium signaling and gene expression, which will be useful to investigate potential subgroup-specific influences of astrocytes on the physiology and pathology of EtOH exposure in the brain.


Subject(s)
Astrocytes , Calcium Signaling , Ethanol , Astrocytes/drug effects , Astrocytes/metabolism , Brain/metabolism , Calcium/metabolism , Ethanol/pharmacology
4.
Sensors (Basel) ; 23(2)2023 Jan 10.
Article in English | MEDLINE | ID: mdl-36679609

ABSTRACT

In this paper, we aim to envision 6G convergent terrestrial and non-terrestrial infrastructure of virtual emotion and epidemic prevention with two differential perspectives: Green AI and Red AI, where Green AI focuses on efficiency and reduction, and Red AI additionally pursues accuracy. By fitting with each perspective, we introduce promising key applications using smart devices, autonomous UAVs, mobile robots and subsequently suggest critical future research directions and opportunities toward new frontiers in intelligent terrestrial and non-terrestrial vehicular networks.


Subject(s)
Emotions , Epidemics , Intelligence , Artificial Intelligence
5.
Angiogenesis ; 25(2): 225-240, 2022 05.
Article in English | MEDLINE | ID: mdl-34714440

ABSTRACT

Severe viral pneumonia caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is characterized by a hyperinflammatory state typified by elevated circulating pro-inflammatory cytokines, frequently leading to potentially lethal vascular complications including thromboembolism, disseminated intracellular coagulopathy and vasculitis. Though endothelial infection and subsequent endothelial damage have been described in patients with fatal COVID-19, the mechanism by which this occurs remains elusive, particularly given that, under naïve conditions, pulmonary endothelial cells demonstrate minimal cell surface expression of the SARS-CoV-2 binding receptor ACE2. Herein we describe SARS-CoV-2 infection of the pulmonary endothelium in postmortem lung samples from individuals who died of COVID-19, demonstrating both heterogeneous ACE2 expression and endothelial damage. In primary endothelial cell cultures, we show that SARS-CoV-2 infection is dependent on the induction of ACE2 protein expression and that this process is facilitated by type 1 interferon-alpha (IFNα) or -beta(ß)-two of the main anti-viral cytokines induced in severe SARS-CoV-2 infection-but not significantly by other cytokines (including interleukin 6 and interferon γ/λ). Our findings suggest that the stereotypical anti-viral interferon response may paradoxically facilitate the propagation of COVID-19 from the respiratory epithelium to the vasculature, raising concerns regarding the use of exogenous IFNα/ß in the treatment of patients with COVID-19.


Subject(s)
COVID-19 , Angiotensin-Converting Enzyme 2 , Cytokines , Endothelial Cells , Humans , Interferon-alpha , SARS-CoV-2
7.
Int J Mol Sci ; 22(4)2021 Feb 23.
Article in English | MEDLINE | ID: mdl-33672186

ABSTRACT

Keloid and hypertrophic scars are skin fibrosis-associated disorders that exhibit an uncontrollable proliferation of fibroblasts and their subsequent contribution to the excessive accumulation of extracellular matrix (ECM) in the dermis. In this study, to elucidate the underlying mechanisms, we investigated the pivotal roles of epidermal growth factor (EGF) in modulating fibrotic phenotypes of keloid and hypertrophic dermal fibroblasts. Our initial findings revealed the molecular signatures of keloid dermal fibroblasts and showed the highest degree of skin fibrosis markers, ECM remodeling, anabolic collagen-cross-linking enzymes, such as lysyl oxidase (LOX) and four LOX-like family enzymes, migration ability, and cell-matrix traction force, at cell-matrix interfaces. Furthermore, we observed significant EGF-mediated downregulation of anabolic collagen-cross-linking enzymes, resulting in amelioration of fibrotic phenotypes and a decrease in cell motility measured according to the cell-matrix traction force. These findings offer insight into the important roles of EGF-mediated cell-matrix interactions at the cell-matrix interface, as well as ECM remodeling. Furthermore, the results suggest their contribution to the reduction of fibrotic phenotypes in keloid dermal fibroblasts, which could lead to the development of therapeutic modalities to prevent or reduce scar tissue formation.


Subject(s)
Epidermal Growth Factor/pharmacology , Extracellular Matrix/drug effects , Fibroblasts/pathology , Keloid/pathology , Adult , Cell Movement , Cells, Cultured , Cicatrix, Hypertrophic/pathology , Elastic Modulus , Enzymes/metabolism , Extracellular Matrix/pathology , Female , Fibrosis , Humans , Hydrogels/chemistry , Male , Middle Aged , Skin/pathology
8.
Int J Mol Sci ; 22(5)2021 Mar 02.
Article in English | MEDLINE | ID: mdl-33801235

ABSTRACT

The cell-cell/cell-matrix interactions between myoblasts and their extracellular microenvironment have been shown to play a crucial role in the regulation of in vitro myogenic differentiation and in vivo skeletal muscle regeneration. In this study, by harnessing the heparin-mimicking polymer, poly(sodium-4-styrenesulfonate) (PSS), which has a negatively charged surface, we engineered an in vitro cell culture platform for the purpose of recapitulating in vivo muscle atrophy-like phenotypes. Our initial findings showed that heparin-mimicking moieties inhibited the fusion of mononucleated myoblasts into multinucleated myotubes, as indicated by the decreased gene and protein expression levels of myogenic factors, myotube fusion-related markers, and focal adhesion kinase (FAK). We further elucidated the underlying molecular mechanism via transcriptome analyses, observing that the insulin/PI3K/mTOR and Wnt signaling pathways were significantly downregulated by heparin-mimicking moieties through the inhibition of FAK/Cav3. Taken together, the easy-to-adapt heparin-mimicking polymer-based in vitro cell culture platform could be an attractive platform for potential applications in drug screening, providing clear readouts of changes in insulin/PI3K/mTOR and Wnt signaling pathways.


Subject(s)
Gene Expression Regulation/drug effects , Heparin/chemistry , Muscle Fibers, Skeletal/cytology , Muscle, Skeletal/cytology , Muscular Atrophy/pathology , Myoblasts/cytology , Polymers/administration & dosage , Animals , Cell Culture Techniques , Cell Differentiation , Cell Fusion , Gene Expression Profiling , In Vitro Techniques , Mice , Mice, Inbred C57BL , Muscle Development , Muscle Fibers, Skeletal/drug effects , Muscle Fibers, Skeletal/metabolism , Muscle, Skeletal/drug effects , Muscle, Skeletal/metabolism , Muscular Atrophy/drug therapy , Muscular Atrophy/metabolism , Myoblasts/drug effects , Myoblasts/metabolism , Phenotype , Polymers/chemistry
10.
J Am Chem Soc ; 140(4): 1199-1202, 2018 01 31.
Article in English | MEDLINE | ID: mdl-29281277

ABSTRACT

Cell surface modification has been extensively studied to enhance the efficacy of cell therapy. Still, general accessibility and versatility are remaining challenges to meet the increasing demand for cell-based therapy. Herein, we present a facile and universal cell surface modification method that involves mild reduction of disulfide bonds in cell membrane protein to thiol groups. The reduced cells are successfully coated with biomolecules, polymers, and nanoparticles for an assortment of applications, including rapid cell assembly, in vivo cell monitoring, and localized cell-based drug delivery. No adverse effect on cellular morphology, viability, proliferation, and metabolism is observed. Furthermore, simultaneous coating with polyethylene glycol and dexamethasone-loaded nanoparticles facilitates enhanced cellular activities in mice, overcoming immune rejection.


Subject(s)
Cell Membrane/chemistry , Disulfides/chemistry , Animals , Cell Communication , Cell Line , Cell Survival , Dexamethasone/chemistry , Drug Delivery Systems , HeLa Cells , Humans , Mice , Mice, Nude , Nanoparticles/chemistry , Oxidation-Reduction , Polyethylene Glycols/chemistry
11.
Adv Exp Med Biol ; 1077: 149-162, 2018.
Article in English | MEDLINE | ID: mdl-30357688

ABSTRACT

The native extracellular matrix (ECM) within different origins of tissues provides a dynamic microenvironment for regulating various cellular functions. Thus, recent regenerative medicine and tissue engineering approaches for modulating various stem cell functions and their contributions to tissue repair include the utilization of tissue-specific decellularized matrix-based biomaterials. Because of their unique capabilities to mimic native extracellular microenvironments based on their three-dimensional structures, biochemical compositions, and biological cues, decellularized matrix-based biomaterials have been recognized as an ideal platform for engineering an artificial stem cell niche. Herein, we describe the most commonly used decellularization methods and their potential applications in musculoskeletal tissue engineering.


Subject(s)
Biocompatible Materials , Musculoskeletal System , Regeneration , Tissue Scaffolds , Extracellular Matrix , Humans , Stem Cell Niche , Tissue Engineering
12.
Adv Exp Med Biol ; 1064: 181-193, 2018.
Article in English | MEDLINE | ID: mdl-30471033

ABSTRACT

Myocardial Infarction (MI) in cardiac disease is the result of heart muscle losses due to a wide range of factors. Cardiac muscle failure is a crucial condition that provokes life-threatening outcomes. Heretofore, regeneration therapies in MI have used stem-cell-based therapy instantly after a myocardial injury to prevent the disease process and tissue malfunction. Despite the therapeutic utility of stem-cell-based regenerative therapy, barriers to successful treatment have been addressed. In this chapter, we illustrate a variety of emerging biomaterial strategies for enhancing the function of therapeutic stem cells, such as cell surface modification to synthetically endowing stem cells with new characteristics and hydrogels with its biological and mechanical properties. These investments offer a potential accompaniment to traditional stem-cell-based therapies for enhancing the efficacy of stem cell therapy to design properly activating cardiac tissues.


Subject(s)
Biocompatible Materials , Heart Diseases/therapy , Myocardial Infarction/therapy , Stem Cell Transplantation , Humans , Hydrogels , Myocardium/pathology , Myocytes, Cardiac , Regeneration , Tissue Engineering
13.
Biochem Biophys Res Commun ; 492(3): 493-499, 2017 10 21.
Article in English | MEDLINE | ID: mdl-28830814

ABSTRACT

Due to the improvement of medical level, life expectancy increased. But the increased incidence of cognitive disorders is an emerging social problem. Current drugs for dementia treatment can only delay the progress rather than cure. p-Coumaric acid is a phenylpropanoic acid derived from aromatic amino acids and known as a precursor for flavonoids such as resveratrol and naringenin. It was shown to reduce oxidative stress, inhibit genotoxicity and exert neuroprotection. Based on these findings, we evaluated whether p-coumaric acid can protect scopolamine induced learning and memory impairment by measuring LTP in organotypic hippocampal slice and cognitive behaviors in rats. p-Coumaric acid dose-dependently increased the total activity of fEPSP after high frequency stimulation and attenuated scopolamine-induced blockade of fEPSP in the hippocampal CA1 area. In addition, while scopolamine shortened the step-through latency in the passive avoidance test and prolonged the latency as well as reduced the latency in the target quadrant in the Morris water maze test, co-treatment of p-coumaric acid improved avoidance memory and long-term retention of spatial memory in behavioral tests. Since p-coumaric acid improved electrophysiological and cognitive functional deterioration by scopolamine, it may have regulatory effects on central cholinergic synapses and is expected to improve cognitive problems caused by abnormality of the cholinergic nervous system.


Subject(s)
Coumaric Acids/pharmacology , Long-Term Potentiation/drug effects , Maze Learning/drug effects , Memory/drug effects , Scopolamine/pharmacology , Animals , Male , Propionates , Rats , Rats, Sprague-Dawley
14.
J Neurosci Res ; 95(3): 885-896, 2017 03.
Article in English | MEDLINE | ID: mdl-27465511

ABSTRACT

Ultrasound is a promising neural stimulation modality, but an incomplete understanding of its range and mechanism of effect limits its therapeutic application. We investigated the modulation of spontaneous hippocampal spike activity by ultrasound at a lower acoustic intensity and longer time scale than has been previously attempted, hypothesizing that spiking would change conditionally upon the availability of glutamate receptors. Using a 60-channel multielectrode array (MEA), we measured spontaneous spiking across organotypic rat hippocampal slice cultures (N = 28) for 3 min each before, during, and after stimulation with low-intensity unfocused pulsed or sham ultrasound (spatial-peak pulse average intensity 780 µW/cm2 ) preperfused with artificial cerebrospinal fluid, 300 µM kynurenic acid (KA), or 0.5 µM tetrodotoxin (TTX) at 3 ml/min. Spike rates were normalized and compared across stimulation type and period, subregion, threshold level, and/or perfusion condition using repeated-measures ANOVA and generalized linear mixed models. Normalized 3-min spike counts for large but not midsized, small, or total spikes increased after but not during ultrasound relative to sham stimulation. This result was recapitulated in subregions CA1 and dentate gyrus and replicated in a separate experiment for all spike size groups in slices pretreated with aCSF but not KA or TTX. Increases in normalized 18-sec total, midsized, and large spike counts peaked predominantly 1.5 min following ultrasound stimulation. Our low-intensity ultrasound setup exerted delayed glutamate receptor-dependent, amplitude- and possibly region-specific influences on spontaneous spike rates across the hippocampus, expanding the range of known parameters at which ultrasound may be used for neural activity modulation. © 2016 Wiley Periodicals, Inc.


Subject(s)
Action Potentials/physiology , Hippocampus/cytology , Neurons/physiology , Ultrasonics/methods , Action Potentials/drug effects , Animals , Animals, Newborn , Dose-Response Relationship, Radiation , Excitatory Amino Acid Agents/pharmacology , In Vitro Techniques , Microelectrodes , Neurons/drug effects , Organ Culture Techniques , Rats , Receptors, Glutamate/metabolism , Sodium Channel Blockers/pharmacology , Temperature , Tetrodotoxin/pharmacology , Time Factors
15.
Mediators Inflamm ; 2017: 6280925, 2017.
Article in English | MEDLINE | ID: mdl-28167853

ABSTRACT

Curcumin is a major diarylheptanoid component of Curcuma longa with traditional usage for anxiety and depression. It has been known for the anti-inflammatory, antistress, and neurotropic effects. Here we examined curcumin effect in neural plasticity and cell viability. 60-channel multielectrode array was applied on organotypic hippocampal slice cultures (OHSCs) to monitor the effect of 10 µM curcumin in long-term depression (LTD) through low-frequency stimulation (LFS) to the Schaffer collaterals and commissural pathways. Cell viability was assayed by propidium iodide uptake test in OHSCs. In addition, the influence of oral curcumin administration on rat behavior was assessed with the forced swim test (FST). Finally, protein expression levels of brain-derived neurotrophic factor (BDNF) and cyclooxygenase-2 (COX-2) were measured by Western blot in chronically stressed rats. Our results demonstrated that 10 µM curcumin attenuated LTD and reduced cell death. It also recovered the behavior immobility of FST, rescued the attenuated BDNF expression, and inhibited the enhancement of COX-2 expression in stressed animals. These findings indicate that curcumin can enhance postsynaptic electrical reactivity and cell viability in intact neural circuits with antidepressant-like effects, possibly through the upregulation of BDNF and reduction of inflammatory factors in the brain.


Subject(s)
Curcumin/therapeutic use , Cyclooxygenase 2/metabolism , Hippocampus/drug effects , Hippocampus/physiology , Neuronal Plasticity/drug effects , Stress, Psychological/drug therapy , Stress, Psychological/metabolism , Animals , Antidepressive Agents/therapeutic use , Body Weight/drug effects , Brain-Derived Neurotrophic Factor/metabolism , Electrophysiology , Male , Rats , Rats, Sprague-Dawley
16.
Biochem Biophys Res Commun ; 475(1): 44-50, 2016 06 17.
Article in English | MEDLINE | ID: mdl-27163641

ABSTRACT

BACKGROUND: Rosmarinic acid (RA) is a polyphenolic ester of caffeic acid and is commonly found in the Nepetoideae subfamily of flowering mint plants. Because RA has previously exhibited antioxidant, neuroprotective, and antidepressant-like effects, we evaluated its influences on cellular functions in neuronal cultures. OBJECTIVE: To elucidate possible mechanisms of RA, we investigated the influences of acute RA administration on long-term potentiation (LTP), plasticity-related protein expression, and scopolamine-induced cell death in organotypic hippocampal slice cultures. METHODS: LTP analysis in organotypic hippocampal slice cultures (OHSCs) was carried out with various ion channel blockers, such as AP5 (10 µM), CNQX (10 µM), niflumic acid (100 µM), and scopolamine (300 µM) in response to RA (1, 10 or 100 µg/mL) treatment. Protein expression and cell death assays in the presence of scopolamine were examined to observe the effects of RA. For LTP analysis, baseline field excitatory postsynaptic potentials (fEPSPs) were recorded in CA1 by a 60-channel multielectrode array (MEA) every min for 40 min before 15 min of high-frequency stimulation (HFS) to the Schaffer collaterals and commissural pathways, followed by a successive 50 min of recording. For protein expression measurements, anti-BDNF and anti-GluR2 antibodies were used for Western blotting assays in whole-hippocampal tissue homogenate. Finally, for cell death assays, OHSCs were exposed to a culture medium containing propidium iodide (PI) for 24 or 48 h, followed by the assessment of cell death by fluorescent image analysis of PI uptake. RESULTS: and discussion: Our results indicate that RA treatment enhances fEPSPs following HFS in CA1 synapses at 1 and 10 µg/ml RA, an effect that was inhibited by CNQX and NFA but not by AP5. RA treatment also increases the expression of BDNF and GluR-2 proteins and prevents cell death of scopolamine-exposed OHSCs. Our results suggest the possibility that rosmarinic acid can enhance neural plasticity by modulating glutamatergic signaling pathways, as well as providing neuroprotection with reduced cholinergic activity.


Subject(s)
Brain-Derived Neurotrophic Factor/metabolism , Cinnamates/pharmacology , Depsides/pharmacology , Hippocampus/drug effects , Long-Term Potentiation/drug effects , Neuroprotective Agents/pharmacology , Receptors, AMPA/metabolism , Animals , Antioxidants/pharmacology , Brain-Derived Neurotrophic Factor/analysis , Cell Death/drug effects , Hippocampus/cytology , Hippocampus/metabolism , Hippocampus/physiopathology , Neuronal Plasticity/drug effects , Organ Culture Techniques , Rats , Rats, Sprague-Dawley , Receptors, AMPA/analysis , Rosmarinic Acid
17.
J Ind Microbiol Biotechnol ; 41(2): 265-73, 2014 Feb.
Article in English | MEDLINE | ID: mdl-24113891

ABSTRACT

We previously completed whole-genome sequencing of a rare actinomycete named Sebekia benihana, and identified the complete S. benihana cytochrome P450 complement (CYPome), including 21 cytochrome P450 hydroxylase (CYP), seven ferredoxin (FD), and four ferredoxin reductase (FDR) genes. Through targeted CYPome disruption, a total of 32 S. benihana CYPome mutants were obtained. Subsequently, a novel cyclosporine A region-specific hydroxylase was successfully determined to be encoded by a CYP-sb21 gene by screening the S. benihana CYPome mutants. Here, we report that S. benihana is also able to mediate vitamin D3 (VD3) hydroxylation. Among the 32 S. benihana CYPome mutants tested, only a single S. benihana CYP mutant, ΔCYP-sb3a, failed to show regio-specific hydroxylation of VD3 to 25-hydroxyvitamin D3 and 1α,25-dihydroxyvitamin D3. Moreover, the VD3 hydroxylation activity in the ΔCYP-sb3a mutant was restored by CYP-sb3a gene complementation. Since all S. benihana FD and FDR disruption mutants maintained VD3 hydroxylation activity, we conclude that CYP-sb3a, a member of the bacterial CYP107 family, is the only essential component of the in vivo regio-specific VD3 hydroxylation process in S. benihana. Expression of the CYP-sb3a gene exhibited VD3 hydroxylation in the VD3 non-hydroxylating Streptomyces coelicolor, implying that the regio-specific hydroxylation of VD3 is carried out by a specific P450 hydroxylase in S. benihana.


Subject(s)
Actinomycetales/genetics , Cholecalciferol/metabolism , Cytochrome P-450 Enzyme System/genetics , Genome, Bacterial , Mixed Function Oxygenases/genetics , Actinomycetales/metabolism , Amino Acid Sequence , Cytochrome P-450 Enzyme System/metabolism , Hydroxylation , Mixed Function Oxygenases/metabolism , Molecular Sequence Data , Streptomyces coelicolor/genetics , Streptomyces coelicolor/metabolism
18.
Sci Rep ; 14(1): 9297, 2024 04 23.
Article in English | MEDLINE | ID: mdl-38654036

ABSTRACT

Voice change is often the first sign of laryngeal cancer, leading to diagnosis through hospital laryngoscopy. Screening for laryngeal cancer solely based on voice could enhance early detection. However, identifying voice indicators specific to laryngeal cancer is challenging, especially when differentiating it from other laryngeal ailments. This study presents an artificial intelligence model designed to distinguish between healthy voices, laryngeal cancer voices, and those of the other laryngeal conditions. We gathered voice samples of individuals with laryngeal cancer, vocal cord paralysis, benign mucosal diseases, and healthy participants. Comprehensive testing was conducted to determine the best mel-frequency cepstral coefficient conversion and machine learning techniques, with results analyzed in-depth. In our tests, laryngeal diseases distinguishing from healthy voices achieved an accuracy of 0.85-0.97. However, when multiclass classification, accuracy ranged from 0.75 to 0.83. These findings highlight the challenges of artificial intelligence-driven voice-based diagnosis due to overlaps with benign conditions but also underscore its potential.


Subject(s)
Artificial Intelligence , Laryngeal Diseases , Stroboscopy , Vocal Cords , Voice Quality , Adult , Aged , Humans , Male , Middle Aged , Case-Control Studies , Health , Laryngeal Diseases/classification , Laryngeal Diseases/diagnosis , Laryngeal Diseases/physiopathology , Laryngeal Neoplasms/diagnosis , Neural Networks, Computer , Squamous Cell Carcinoma of Head and Neck , Support Vector Machine , Vocal Cord Paralysis/diagnosis , Vocal Cords/pathology , Vocal Cords/physiopathology , Voice Disorders/classification , Voice Disorders/diagnosis , Voice Disorders/physiopathology
19.
Biomater Res ; 28: 0004, 2024.
Article in English | MEDLINE | ID: mdl-38327615

ABSTRACT

Background: Intestinal epithelial cells (IECs) play a crucial role in regulating the symbiotic relationship between the host and the gut microbiota, thereby allowing them to modulate barrier function, mucus production, and aberrant inflammation. Despite their importance, establishing an effective ex vivo culture method for supporting the prolonged survival and function of primary IECs remains challenging. Here, we aim to develop a novel strategy to support the long-term survival and function of primary IECs in response to gut microbiota by employing mild reduction of disulfides on the IEC surface proteins with tris(2-carboxyethyl)phosphine. Methods: Recognizing the crucial role of fibroblast-IEC crosstalk, we employed a cell surface modification strategy, establishing layer-to-layer contacts between fibroblasts and IECs. This involved combining negatively charged chondroitin sulfate on cell surfaces with a positively charged chitosan thin film between cells, enabling direct intercellular transfer. Validation included assessments of cell viability, efficiency of dye transfer, and IEC function upon lipopolysaccharide (LPS) treatment. Results: Our findings revealed that the layer-by-layer co-culture platform effectively facilitates the transfer of small molecules through gap junctions, providing vital support for the viability and function of primary IECs from both the small intestine and colon for up to 5 days, as evident by the expression of E-cadherin and Villin. Upon LPS treatment, these IECs exhibited a down-regulation of Villin and tight junction genes, such as E-cadherin and Zonula Occludens-1, when compared to their nontreated counterparts. Furthermore, the transcription level of Lysozyme exhibited an increase, while Mucin 2 showed a decrease in response to LPS, indicating responsiveness to bacterial molecules. Conclusions: Our study provides a layer-by-layer-based co-culture platform to support the prolonged survival of primary IECs and their features, which is important for understanding IEC function in response to the gut microbiota.

20.
Food Sci Biotechnol ; 33(1): 129-144, 2024 Jan.
Article in English | MEDLINE | ID: mdl-38186620

ABSTRACT

Atopic dermatitis (AD) is an inflammatory skin disease showing skin barrier dysfunction, eczematous lesions, severe itching, and abnormal immune responses. The aim of this study was to determine whether an herb combination of Lithospermum erythrorhizon (LE), Houttuynia cordata (HC), and Spirodela polyrhiza (SP) has a superior anti-AD effect. Forty-two compounds were identified in LE, HC, SP, and a combined herb extract of LE, HC, and SP (LHS) using ultra-high-pressure liquid chromatography (UHPLC)-Orbitrap mass spectrometer (MS). The concentration of flavonoid glycosides including orientin (luteolin-8-C-glucoside), quercetin-3-O-rhamnoside, and luteolin-7-O-glucoside in the LHS was increased than in individual extracts. Furthermore, the treatment of LHS most effectively inhibited the increase of epidermal thickness, the number of mast cells, and the release of immunoglobulin E compared with that with each extract. These results suggest that the potential anti-AD effects of the LHS are due to the changes of bioactive compounds by the combination of herbs. Supplementary Information: The online version contains supplementary material available at 10.1007/s10068-023-01329-7.

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