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1.
Cell ; 185(13): 2265-2278.e14, 2022 06 23.
Artigo em Inglês | MEDLINE | ID: mdl-35568034

RESUMO

Breakthrough infections by SARS-CoV-2 variants become the global challenge for pandemic control. Previously, we developed the protein subunit vaccine ZF2001 based on the dimeric receptor-binding domain (RBD) of prototype SARS-CoV-2. Here, we developed a chimeric RBD-dimer vaccine approach to adapt SARS-CoV-2 variants. A prototype-Beta chimeric RBD-dimer was first designed to adapt the resistant Beta variant. Compared with its homotypic forms, the chimeric vaccine elicited broader sera neutralization of variants and conferred better protection in mice. The protection of the chimeric vaccine was further verified in macaques. This approach was generalized to develop Delta-Omicron chimeric RBD-dimer to adapt the currently prevalent variants. Again, the chimeric vaccine elicited broader sera neutralization of SARS-CoV-2 variants and conferred better protection against challenge by either Delta or Omicron SARS-CoV-2 in mice. The chimeric approach is applicable for rapid updating of immunogens, and our data supported the use of variant-adapted multivalent vaccine against circulating and emerging variants.


Assuntos
COVID-19 , Vacinas , Animais , Anticorpos Neutralizantes , Anticorpos Antivirais , COVID-19/prevenção & controle , Vacinas contra COVID-19 , Humanos , Camundongos , SARS-CoV-2/genética
2.
Biophys J ; 123(17): 2696-2704, 2024 Sep 03.
Artigo em Inglês | MEDLINE | ID: mdl-38409781

RESUMO

DNA molecules are vital macromolecules that play a fundamental role in many cellular processes and have broad applications in medicine. For example, DNA aptamers have been rapidly developed for diagnosis, biosensors, and clinical therapy. Recently, we proposed a computational method of predicting DNA 3D structures, called 3dDNA. However, it lacks a scoring function to evaluate the predicted DNA 3D structures, and so they are not ranked for users. Here, we report a scoring function, 3dDNAscoreA, for evaluation of DNA 3D structures based on a deep learning model ARES for RNA 3D structure evaluation but using a new strategy for training. 3dDNAscoreA is benchmarked on two test sets to show its ability to rank DNA 3D structures and select the native and near-native structures.


Assuntos
DNA , Conformação de Ácido Nucleico , DNA/química , Modelos Moleculares , Aprendizado Profundo
3.
Small ; 20(6): e2306828, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-37789504

RESUMO

In this work, high-performance epoxy resin (EP) composites with simultaneous excellent thermal conductivity (TC) and outstanding electromagnetic shielding properties are fabricated through the structural synergy of 1D carbon nanotubes and 2D silver-modified boron nitride nanoplates (CNT/AgBNs) to erect microscopic 3D networks on long-range carbon fiber (CF) felt skeletons. The line-plane combination of CNT/AgBNs improve the interfacical bonding involving EP and CF felts and alleviate the phonon scattering at the interface. Eventually, the TC of the EP composites is enhanced by 333% (up to 0.91 W m-1 K-1 ) with respect to EP due to the efficient and orderly transmission of phonons along the 3D pathway. Meanwhile, the unique anisotropic structure of CF felt and exceptional insulating BNs diminishes the electronic conduction between CNT and CFs, which protects the through-plane insulating properties of EP composites. Furthermore, the EP composites present favorable electromagnetic shielding properties (51.36 dB) attributed to the multiple reflection and adsorption promoted by the multiple interfaces of stacked AgBNs and heterointerface among CNT/AgBNs, CF felt and EP. Given these distinguishing features, the high-performance EP composites open a convenient avenue for electromagnetic wave (EMW) shielding and thermal management applications.

4.
Am J Pathol ; 193(10): 1568-1586, 2023 10.
Artigo em Inglês | MEDLINE | ID: mdl-37356575

RESUMO

High-fat diet (HFD) consumption may contribute to the high prevalence of cognitive-emotional issues in modern society. Mice fed a HFD for a prolonged period develop more severe neurobehavioral disturbances when first exposed to a HFD in the juvenile period than in adulthood, suggesting an initial age-related difference in the detrimental effects of long-term HFD feeding. However, the mechanism underlying this difference remains unclear. Here, male C57BL/6J mice initially aged 4 (IA4W) or 8 (IA8W) weeks were fed a control diet (CD) or HFD for 6 months and then subjected to metabolic, neurobehavioral, and histomorphological examinations. Although the detrimental effects of long-term HFD feeding on metabolism and neurobehavior were observed in mice of both ages, IA4W-HFD mice showed significant cognitive inflexibility accompanied by significantly greater levels of anxiety-like behavior than age-matched controls. Hippocampal neuroplasticity and microglial phenotype were altered by HFD feeding, whereas significant morphological alterations were more frequently observed in IA4W-HFD mice than in IA8W-HFD mice. Additionally, significantly increased hippocampal microglial engulfment of postsynaptic proteins and elevated phospho-insulin-receptor levels were observed in IA4W-HFD, but not in IA8W-HFD, mice. These findings suggest that aberrant microglia-related histomorphological changes in the hippocampus underlie the exacerbated detrimental neurobehavioral effects of prolonged early HFD exposure and indicate that enhanced insulin signaling might drive microglial dysfunction after prolonged early HFD exposure.


Assuntos
Dieta Hiperlipídica , Insulina , Camundongos , Masculino , Animais , Dieta Hiperlipídica/efeitos adversos , Microglia , Camundongos Endogâmicos C57BL , Plasticidade Neuronal , Hipocampo/metabolismo
5.
Brain Behav Immun ; 119: 236-250, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38604269

RESUMO

Mounting evidence suggests that high-fat diet (HFD) consumption increases the risk for depression, but the neurophysiological mechanisms involved remain to be elucidated. Here, we demonstrated that HFD feeding of C57BL/6J mice during the adolescent period (from 4 to 8 weeks of age) resulted in increased depression- and anxiety-like behaviors concurrent with changes in neuronal and myelin structure in the hippocampus. Additionally, we showed that hippocampal microglia in HFD-fed mice assumed a hyperactive state concomitant with increased PSD95-positive and myelin basic protein (MBP)-positive inclusions, implicating microglia in hippocampal structural alterations induced by HFD consumption. Along with increased levels of serum free fatty acids (FFAs), abnormal deposition of lipid droplets and increased levels of HIF-1α protein (a transcription factor that has been reported to facilitate cellular lipid accumulation) within hippocampal microglia were observed in HFD-fed mice. The use of minocycline, a pharmacological suppressor of microglial overactivation, effectively attenuated neurobehavioral abnormalities and hippocampal structural alterations but barely altered lipid droplet accumulation in the hippocampal microglia of HFD-fed mice. Coadministration of triacsin C abolished the increases in lipid droplet formation, phagocytic activity, and ROS levels in primary microglia treated with serum from HFD-fed mice. In conclusion, our studies demonstrate that the adverse influence of early-life HFD consumption on behavior and hippocampal structure is attributed at least in part to microglial overactivation that is accompanied by an elevated serum FFA concentration and microglial aberrations represent a potential preventive and therapeutic target for HFD-related emotional disorders.


Assuntos
Ansiedade , Dieta Hiperlipídica , Ácidos Graxos não Esterificados , Hipocampo , Camundongos Endogâmicos C57BL , Microglia , Animais , Hipocampo/metabolismo , Dieta Hiperlipídica/efeitos adversos , Microglia/metabolismo , Camundongos , Masculino , Ansiedade/metabolismo , Ácidos Graxos não Esterificados/sangue , Ácidos Graxos não Esterificados/metabolismo , Depressão/metabolismo , Comportamento Animal , Minociclina/farmacologia
6.
Liver Int ; 44(8): 1924-1936, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38597373

RESUMO

BACKGROUND AND AIMS: Iron overload, oxidative stress and ferroptosis are associated with liver injury in alcohol-associated liver disease (ALD), however, the crosstalk among these regulatory pathways in ALD development is unclear. METHODS: ALD mouse model and general control of amino acid synthesis 5 like 1 (GCN5L1) liver knockout mice were generated to investigate the role of GCN5L1 in ALD development. Proteomic screening tests were performed to identify the key factors mediating GCN5L1 loss-induced ALD. RESULTS: Gene Expression Omnibus data set analysis indicates that GCN5L1 expression is negatively associated with ALD progression. GCN5L1 hepatic knockout mice develop severe liver injury and lipid accumulation when fed an alcohol diet. Screening tests identified that GCN5L1 targeted the mitochondrial iron transporter CISD1 to regulate mitochondrial iron homeostasis in ethanol-induced ferroptosis. GCN5L1-modulated CISD1 acetylation and activity were crucial for iron accumulation and ferroptosis in response to alcohol exposure. CONCLUSION: Pharmaceutical modulation of CISD1 activity is critical for cellular iron homeostasis and ethanol-induced ferroptosis. The GCN5L1/CISD1 axis is crucial for oxidative stress and ethanol-induced ferroptosis in ALD and is a promising avenue for novel therapeutic strategies.


Assuntos
Modelos Animais de Doenças , Ferroptose , Hepatopatias Alcoólicas , Camundongos Knockout , Estresse Oxidativo , Animais , Hepatopatias Alcoólicas/metabolismo , Hepatopatias Alcoólicas/genética , Hepatopatias Alcoólicas/patologia , Camundongos , Ferro/metabolismo , Fígado/metabolismo , Fígado/patologia , Masculino , Etanol , Camundongos Endogâmicos C57BL , Humanos , Proteínas do Tecido Nervoso , Proteínas Mitocondriais
7.
Pharmacol Res ; 205: 107224, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38777113

RESUMO

INTRODUCTION: Current anti-rheumatic drugs are primarily modulating immune cell activation, yet their effectiveness remained suboptimal. Therefore, novel therapeutics targeting alternative mechanisms, such as synovial activation, is urgently needed. OBJECTIVES: To explore the role of Midline-1 (Mid1) in synovial activation. METHODS: NOD.Cg-Prkdcscid Il2rgtm1Wjl/SzJ (NSG) mice were used to establish a subcutaneous xenograft model. Wild-type C57BL/6, Mid1-/-, Dpp4-/-, and Mid1-/-Dpp4-/- mice were used to establish a collagen-induced arthritis model. Cell viability, cell cycle, qPCR and western blotting analysis were used to detect MH7A proliferation, dipeptidyl peptidase-4 (DPP4) and Mid1 levels. Co-immunoprecipitation and proteomic analysis identified the candidate protein of Mid1 substrates. Ubiquitination assays were used to determine DPP4 ubiquitination status. RESULTS: An increase in Mid1, an E3 ubiquitin ligase, was observed in human RA synovial tissue by GEO dataset analysis, and this elevation was confirmed in a collagen-induced mouse arthritis model. Notably, deletion of Mid1 in a collagen-induced arthritis model completely protected mice from developing arthritis. Subsequent overexpression and knockdown experiments on MH7A, a human synoviocyte cell line, unveiled a previously unrecognized role of Mid1 in synoviocyte proliferation and migration, the key aspects of synovial activation. Co-immunoprecipitation and proteomic analysis identified DPP4 as the most significant candidate of Mid1 substrates. Mechanistically, Mid1 promoted synoviocyte proliferation and migration by inducing ubiquitin-mediated proteasomal degradation of DPP4. DPP4 deficiency led to increased proliferation, migration, and inflammatory cytokine production in MH7A, while reconstitution of DPP4 significantly abolished Mid1-induced augmentation of cell proliferation and activation. Additionally, double knockout model showed that DPP4 deficiency abolished the protective effect of Mid1 defect on arthritis. CONCLUSION: Overall, our findings suggest that the ubiquitination of DPP4 by Mid1 promotes synovial cell proliferation and invasion, exacerbating synovitis in RA. These results reveal a novel mechanism that controls synovial activation, positioning Mid1 as a promising target for therapeutic intervention in RA.


Assuntos
Artrite Experimental , Artrite Reumatoide , Dipeptidil Peptidase 4 , Camundongos Endogâmicos C57BL , Processamento de Proteína Pós-Traducional , Sinovite , Ubiquitina-Proteína Ligases , Animais , Humanos , Masculino , Camundongos , Artrite Experimental/metabolismo , Artrite Experimental/patologia , Artrite Reumatoide/metabolismo , Proliferação de Células , Dipeptidil Peptidase 4/metabolismo , Dipeptidil Peptidase 4/genética , Camundongos Endogâmicos NOD , Camundongos Knockout , Membrana Sinovial/metabolismo , Membrana Sinovial/patologia , Sinoviócitos/metabolismo , Sinoviócitos/patologia , Sinovite/metabolismo , Sinovite/patologia , Fatores de Transcrição/metabolismo , Fatores de Transcrição/genética , Ubiquitina/metabolismo , Ubiquitina-Proteína Ligases/metabolismo , Ubiquitina-Proteína Ligases/genética , Ubiquitinação
8.
Mol Biol Rep ; 51(1): 123, 2024 Jan 16.
Artigo em Inglês | MEDLINE | ID: mdl-38227062

RESUMO

BACKGROUND: Roux-en-Y gastric bypass surgery (RYGB) improves glucose-stimulated insulin secretion (GSIS) in type 2 diabetes (T2D) patients. SNAP25 plays an essential role in GSIS. Clinical studies indicate that enhanced GLP-1 signaling is an important contributor to the improved ß-cell function in T2D. We aimed to explore whether GLP-1-regulated SNAP25 is involved in the enhanced secretory function of ß-cells in diabetic Goto-Kakizaki (GK) rats after RYGB. METHODS AND RESULTS: RYGB or sham surgery was conducted in GK rats. mRNA and protein expression of SNAP25 was assessed by qPCR and Western blot, respectively. Occupancy of CREB and acetyltransferase CBP and acetylation of histone H3 (ACH3) at the Snap25 promoter were determined using ChIP assay. RYGB led to increased SNAP25 expression and CREB phosphorylation in islets from GK rats. Increased SNAP25 improved GSIS in ß-cells cultured in high glucose conditions. Consistent with increased plasma GLP-1 after RYGB, GLP-1R agonist exendin4 increased SNAP25 expression and CREB phosphorylation in ß-cells. Mechanistically, exendin4 promoted the recruitment of CREB and CBP, thereby increasing ACH3 at the Snap25 promoter. Consistently, inhibition of CBP attenuated the effect of exendin4 on SNAP25 expression. Furthermore, the knockdown of SNAP25 diminished the increase of GSIS potentiated by chronic GLP-1 culture in INS-1 832/13 cells. CONCLUSIONS: Our findings unravel the novel mechanisms of RYGB-enhanced SNAP25 expression in ß-cells, and SNAP25 may contribute to the improved ß-cell secretory function induced by RYGB.


Assuntos
Diabetes Mellitus Tipo 2 , Derivação Gástrica , Secreção de Insulina , Proteína 25 Associada a Sinaptossoma , Animais , Ratos , Diabetes Mellitus Tipo 2/genética , Diabetes Mellitus Tipo 2/cirurgia , Peptídeo 1 Semelhante ao Glucagon/metabolismo , Glucose , Histonas , Proteína 25 Associada a Sinaptossoma/genética
9.
Endocr J ; 2024 Sep 14.
Artigo em Inglês | MEDLINE | ID: mdl-39284711

RESUMO

The incidences of metabolic syndrome (MetS), denoting insulin resistance-associated various metabolic disorders, are increasing. This study aimed to identify new biomarkers for predicting MetS and provide a novel diagnostic approach. Herein, the expression profiles of c-Jun (JUN) and FBJ murine osteosarcoma viral oncogene homolog B (FOSB) in individuals with obesity and patients with MetS from the Gene Expression Omnibus database. Quantitative reverse transcription polymerase chain reaction (RT-qPCR) was used to evaluate the messenger RNA levels of JUN and FOSB in the peripheral blood of healthy volunteers (lean and obese) and patients with MetS (lean and obese), along with that in the adipose tissue and peripheral blood of obese mouse model. Furthermore, receiver operating characteristic (ROC) curve and logistic regression analyses were performed to determine the diagnostic value of JUN and FOSB in MetS. The expression profiles and RT-qPCR results showed that JUN and FOSB were highly expressed in individuals with obesity, obese mouse models, and patients with MetS. The ROC analysis results showed an area under the curve values of 0.872 and 0.879 for JUN, 0.802 and 0.962 for FOSB, and 0.946 and 0.979 for JUN-FOSB in the lean group and the group with obesity, respectively, in predicting MetS. Logistic regression analysis showed that the p-values of both JUN and FOSB as MetS-affecting factors were <0.05. Altogether, the findings of this study indicate that both JUN and FOSB, abnormally expressed in individuals with obesity, are good biomarkers of MetS.

10.
Int J Mol Sci ; 25(15)2024 Jul 30.
Artigo em Inglês | MEDLINE | ID: mdl-39125907

RESUMO

With the rapid progress in deciphering the pathogenesis of Alzheimer's disease (AD), it has been widely accepted that the accumulation of misfolded amyloid ß (Aß) in the brain could cause the neurodegeneration in AD. Although much evidence demonstrates the neurotoxicity of Aß, the role of Aß in the nervous system are complex. However, more comprehensive studies are needed to understand the physiological effect of Aß40 monomers in depth. To explore the physiological mechanism of Aß, we employed mass spectrometry to investigate the altered proteomic events induced by a lower submicromolar concentration of Aß. Human neuroblastoma SH-SY5Y cells were exposed to five different concentrations of Aß1-40 monomers and collected at four time points. The proteomic analysis revealed the time-course behavior of proteins involved in biological processes, such as RNA splicing, nuclear transport and protein localization. Further biological studies indicated that Aß40 monomers may activate PI3K/AKT signaling to regulate p-Tau, Ezrin and MAP2. These three proteins are associated with dendritic morphogenesis, neuronal polarity, synaptogenesis, axon establishment and axon elongation. Moreover, Aß40 monomers may regulate their physiological forms by inhibiting the expression of BACE1 and APP via activation of the ERK1/2 pathway. A comprehensive exploration of pathological and physiological mechanisms of Aß is beneficial for exploring novel treatment.


Assuntos
Doença de Alzheimer , Peptídeos beta-Amiloides , Proteômica , Humanos , Peptídeos beta-Amiloides/metabolismo , Doença de Alzheimer/metabolismo , Doença de Alzheimer/patologia , Proteômica/métodos , Linhagem Celular Tumoral , Ácido Aspártico Endopeptidases/metabolismo , Ácido Aspártico Endopeptidases/genética , Fragmentos de Peptídeos/metabolismo , Secretases da Proteína Precursora do Amiloide/metabolismo , Proteínas do Citoesqueleto/metabolismo , Proteínas do Citoesqueleto/genética , Proteínas tau/metabolismo , Fosfatidilinositol 3-Quinases/metabolismo , Transdução de Sinais , Proteínas Proto-Oncogênicas c-akt/metabolismo , Precursor de Proteína beta-Amiloide/metabolismo , Proteoma/metabolismo , Proteínas Associadas aos Microtúbulos/metabolismo , Sistema de Sinalização das MAP Quinases
11.
Waste Manag Res ; : 734242X241231400, 2024 Feb 22.
Artigo em Inglês | MEDLINE | ID: mdl-38385352

RESUMO

Construction and demolition (C&D) waste recycling plays a significant role in waste reduction and carbon reduction, which is critical for sustainable development. However, due to various limitations such as financial problems, C&D waste recycling industry is not well developed in developing countries. To address this problem, this study combines complex network theory and evolutionary game theory to analyse the diffusion of C&D waste recycling behaviour among enterprises under governmental incentive policies within a complex network context. The results demonstrate that the size of the network has limited effects on behaviour diffusion in Watts-Strogatz small-world network. Additionally, the study highlights the clear impact of governmental incentive probability, initial rate and connection degree on the diffusion path. By quantitatively investigating the effects of incentive tools, this study contributes to the knowledge of C&D waste management and provides valuable implications for stakeholders seeking to promote the diffusion of C&D waste recycling.

12.
Zhongguo Zhong Yao Za Zhi ; 49(16): 4460-4469, 2024 Aug.
Artigo em Zh | MEDLINE | ID: mdl-39307782

RESUMO

The main chemical constituents from Acori Tatarinowii Rhizoma were isolated and purified using the macroporous resin,microporous resin(MCI) and octadecylsilyl silica gel(ODS) column chromatography, as well as semi-preparative high performance liquid chromatography. Their chemical structures were elucidated by spectroscopic analyses including mass spectrometry(MS),nuclear magnetic resonance(NMR), ultraviolet(UV), infrared(IR) and circular dichoism(CD) combined with literature data.A total of 11 compounds were isolated and identified, including 4 lignan glycosides, 2 benzyl alcohol glycosides, 4 flavonoid glycosides, and 1 α-tetralone glycoside:(7S,8R)-dihydrodehydrodiconiferyl alcohol 9-O-ß-D-glucopyranosyl-9'-O-ß-D-glucopyranosyl-(1 → 6)-ß-D-glucopyranoside(1),(7S, 8R)-dihydrodehydrodiconiferyl alcohol 9-O-ß-D-glucopyranoside(2),(7S, 8R)-dihydrodehydrodiconiferyl alcohol di-9, 9'-O-ß-D-glucopyranoside(3),(+)-lyoniresinol 3α-O-ß-D-glucopyranoside(4), benzyl alcohol O-ß-D-glucopyranosyl-(1→6)-ß-D-glucopyranoside(5), benzyl alcohol O-ß-D-xylopyranosyl-(1→6)-ß-D-glucopyranoside(6), 3'-O-methylepicatechin 7-O-ß-D-glucopyranoside(7), 3'-O-methylcatechin 7-O-ß-D-glucopyranoside(8), apigenin 6-C-ß-D-glucopyranosyl-7-O-ß-D-glucopyranoside(9), isoscoparin 7-O-ß-D-glucopyranoside(10), and(4R)-8-hydroxy-α-tetralone-4-O-ß-D-glucopyranoside(11). Compound 1 is a new neolignan glycoside, and compounds 2-5 and 7-11 are isolated from genus Acorus for the first time.


Assuntos
Medicamentos de Ervas Chinesas , Glicosídeos , Lignanas , Rizoma , Glicosídeos/química , Glicosídeos/isolamento & purificação , Rizoma/química , Medicamentos de Ervas Chinesas/química , Lignanas/química , Lignanas/isolamento & purificação , Estrutura Molecular , Espectroscopia de Ressonância Magnética , Cromatografia Líquida de Alta Pressão
13.
Rheumatology (Oxford) ; 62(10): 3439-3447, 2023 10 03.
Artigo em Inglês | MEDLINE | ID: mdl-36734529

RESUMO

OBJECTIVE: To evaluate the role of induced immunosuppressive T regulatory (iTr) 35 cells in SSc-related inflammation and fibrosis. METHODS: Sixty-eight SSc patients were enrolled in this study. Subsets of iTr35 and Tr1 were measured by flow cytometry. IL-35 and IL-10 levels were measured using ELISA. Expressions of iTr35, Tr1, fibrosis-related genes and proteins associated with signalling pathways were determined using immunofluorescence, western blot and immunohistochemistry assays. RESULTS: In peripheral blood, the proportions of the iTr35 cells were higher and Tr1 cells were lower than the control group. Similarly, IL-35 expression was increased, while IL-10 levels were decreased. In fibroblasts from skin tissue, the expression levels of EBI3, IL-12Ap35, Foxp3 and IL-10 were decreased, but collagen I, TGF-ß, alpha smooth muscle actin (α-SMA) and fibronectin levels were increased. Phosphorylated STAT3/6 were increased, but iTr35 and Tr1 cell levels were significantly decreased. When CD4+ cells were incubated with both recombinant human (rh)IL-35 and rhIL-10, the cell numbers of iTr35 and Tr1 were greater than the same type of cells treated with rhIL-35 or rhIL-10 alone. However, the viability of conventional CD4+ T cells was decreased by gradually increasing iTr35 cells. Moreover, iTr35 cells affected α-SMA expression through the STAT3/6 signalling pathway. CONCLUSION: Both iTr35 and Tr1 cells are involved in SSc-related inflammation and fibrosis. IL-35 can induce iTr35 cells, showing a synergistic effect with IL-10. We also found that iTr35 cells can inhibit T cell proliferation and differentiation via the STAT3/6 signalling pathway, thereby causing fibrosis.


Assuntos
Interleucina-10 , Escleroderma Sistêmico , Humanos , Fibrose , Escleroderma Sistêmico/metabolismo , Linfócitos T Reguladores/metabolismo , Inflamação/metabolismo
14.
Anal Biochem ; 669: 115120, 2023 05 15.
Artigo em Inglês | MEDLINE | ID: mdl-36965786

RESUMO

BACKGROUND AND AIM: Near-infrared spectroscopy (NIRS) is a non-invasive and convenient tool, which gains features related to chemical components in biological samples. Machine learning (ML) has been popularized in medical diagnosis. This study aimed at investigating a novel cancer diagnosis strategy using NIRS data based ML modeling. METHODS: Plasma samples were collected from a total of 247 participants, including lung cancer, cervical cancer, nasopharyngeal cancer, and healthy control, and were randomly split into train set and test set. After performing NIRS analysis, the train dataset was utilized to train ML models, including partial least-squares (PLS), random forest (RF), gradient boosting machine (GBM), and support-vector machine (SVM). Subsequently, these models were tested for their prediction performance by the test set. RESULTS: All ML models demonstrated high prediction performance in differentiating cancers from controls, and SVM had high prediction accuracy for different types of cancers. SVM was considered as the most suitable model for its minimal computational cost and high accuracies for both binary and quaternary classification. CONCLUSIONS: This strategy coupling NIRS with ML is insightful that may aid in clinic cancer diagnosis, while further studies should test our results in a larger cohort with better representativeness.


Assuntos
Neoplasias Nasofaríngeas , Neoplasias do Colo do Útero , Feminino , Humanos , Espectroscopia de Luz Próxima ao Infravermelho/métodos , Neoplasias Nasofaríngeas/diagnóstico , Análise dos Mínimos Quadrados , Máquina de Vetores de Suporte , Aprendizado de Máquina
15.
Brain Behav Immun ; 114: 325-348, 2023 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-37683962

RESUMO

Acquired peripheral hearing loss (APHL) in midlife has been identified as the greatest modifiable risk factor for dementia; however, the pathophysiological neural mechanisms linking APHL with an increased risk of dementia remain to be elucidated. Here, in an adult male mouse model of noise-induced hearing loss (NIHL), one of the most common forms of APHL, we demonstrated accelerated age-related cognitive decline and hippocampal neurodegeneration during a 6-month follow-up period, accompanied by progressive hippocampal microglial aberrations preceded by immediate-onset transient elevation in serum glucocorticoids and delayed-onset sustained myelin disruption in the hippocampus. Pretreatment with the glucocorticoid receptor antagonist RU486 before stressful noise exposure partially mitigated the early activation of hippocampal microglia, which were present at 7 days post noise exposure (7DPN), but had no impact on later microglial aberrations, hippocampal neurodegeneration, or cognitive decline exhibited at 1 month post noise exposure (1MPN). One month of voluntary wheel exercise following noise exposure barely affected either the hearing threshold shift or hippocampal myelin changes but effectively countered cognitive impairment and the decline in hippocampal neurogenesis in NIHL mice at 1MPN, paralleled by the normalization of microglial morphology, which coincided with a reduction in microglial myelin inclusions and a restoration of microglial hypoxia-inducible factor-1α (HIF1α) expression. Our results indicated that accelerated cognitive deterioration and hippocampal neuroplastic decline following NIHL are most likely driven by the maladaptive response of hippocampal microglia to myelin damage secondary to hearing loss, and we also demonstrated the potential of voluntary physical exercise as a promising and cost-effective strategy to alleviate the detrimental impact of APHL on cognitive function and thus curtail the high and continuously increasing global burden of dementia. Furthermore, the findings of the present study highlight the contribution of myelin debris overload to microglial malfunction and identify the microglial HIF1α-related pathway as an attractive candidate for future comprehensive investigation to obtain a more definitive picture of the underlying mechanisms linking APHL and dementia.

16.
Clin Exp Pharmacol Physiol ; 50(8): 688-697, 2023 08.
Artigo em Inglês | MEDLINE | ID: mdl-37243403

RESUMO

Early inflammatory responses post myocardial infarction (MI) is associated with increased myocardial fibrosis and cardiac remodelling. The NLRP3 inflammasome, a key factor in this response, regulates the expression of interleukins (IL)-1ß and IL-18. Inhibiting the inflammatory process may be beneficial for post-MI recovery. Bufalin effectively inhibits inflammation and fibrosis. The aim of this study was to evaluate the effects of bufalin and MCC950, an NLRP3 inflammasome inhibitor, as potential treatment agents for MI using an experimental mouse model. Male C57BL/6 mice were subjected to left coronary artery ligation to induce MI and subsequently treated with bufalin (0.5 mg/kg), MCC950 (10 mg/kg) or saline thrice a week for 2 weeks. After 4 weeks, cardiac function and myocardial fibrosis were evaluated. Myocardial levels of fibrotic markers and inflammatory factors were analysed using western blotting, enzyme-linked immunosorbent assay, real-time quantitative polymerase chain reaction and immunofluorescence. In mice with MI, cardiac ultrasonography showed decreased cardiac function and myocardial fibrosis. Bufalin treatment restored left ventricular ejection fraction and fractional shortening and decreased the myocardial infarct size. Moreover, both bufalin and MCC950 preserved cardiac function and relieved myocardial fibrosis, with no significant difference. Hence, the present study findings suggest that bufalin can alleviate fibrosis and improve cardiac function in a mouse model by suppressing NLRP3/IL-1ß signalling post-MI.


Assuntos
Infarto do Miocárdio , Proteína 3 que Contém Domínio de Pirina da Família NLR , Masculino , Camundongos , Animais , Proteína 3 que Contém Domínio de Pirina da Família NLR/metabolismo , Inflamassomos/metabolismo , Volume Sistólico , Interleucina-1beta/metabolismo , Função Ventricular Esquerda , Camundongos Endogâmicos C57BL , Infarto do Miocárdio/complicações , Infarto do Miocárdio/tratamento farmacológico , Infarto do Miocárdio/metabolismo , Sulfonamidas/farmacologia , Modelos Animais de Doenças , Fibrose
17.
J Integr Neurosci ; 22(1): 16, 2023 Jan 13.
Artigo em Inglês | MEDLINE | ID: mdl-36722241

RESUMO

BACKGROUND: The overconsumption of a high-fat diet (HFD) has been repeatedly blamed as being a possible contributor to the global prevalence of emotional problems in modern society. Our group recently demonstrated the deleterious effect of a chronic HFD throughout adulthood on both emotional behavior and neuroplasticity markers in mice. As a heightened preference for palatable HFDs from the time of the juvenile period (when the brain is particularly vulnerable to environmental insults) is universal among populations around the world, a comparison of the consequences of chronic HFDs starting from juveniles or adults will assist in obtaining better knowledge of the impact that chronic HFDs have on mental health, thus potentially leading to the discovery of more effective strategies for reducing the incidence of psychiatric disorders. METHODS: In the present study, male C57BL/6J mice with an initial age of 4 weeks (IA-4 W) or 8 weeks (IA-8 W) were separately assigned to two subgroups and fed either a control diet (CD, 10 kJ% from fat) or HFD (60 kJ% from fat) for 9 months followed by an analysis focused on metabolic, emotional behavioral, and neuroplastic profiles. RESULTS: The results illustrated that, in addition to abnormal glucolipid metabolism and insulin sensitivity, mice on a chronic HFD exhibited increased levels of anxiety and depression-like behaviors and aberrant hippocampal neuroplasticity. When compared with IA-8 W mice, several changes indicating systemic metabolic disturbance and neurobehavioral disorder after chronic HFD consumption were aggravated in IA-4 W mice, accompanied by exaggerated impairments in hippocampal insulin sensitivity and neurogenesis. CONCLUSIONS: These results not only provide in vivo evidence that the juvenile stage is a critical period of vulnerability to detrimental effects of HFD consumption on metabolic and neuronal function but also suggest dampened hippocampal insulin signaling as a potential link between prolonged HFD consumption and negative neurobehavioral outcomes. Considering the substantial burden posed by psychiatric disorders and the high prevalence of HFD among youth, these observations are meaningful for raising awareness of the harmful effects of excessive dietary fat intake and developing strategy for preventing mental disorders.


Assuntos
Dieta Hiperlipídica , Resistência à Insulina , Masculino , Animais , Camundongos , Camundongos Endogâmicos C57BL , Dieta Hiperlipídica/efeitos adversos , Hipocampo
18.
Int J Mol Sci ; 24(13)2023 Jul 02.
Artigo em Inglês | MEDLINE | ID: mdl-37446183

RESUMO

Auxin response factors (ARFs) are critical components of the auxin signaling pathway, and are involved in diverse plant biological processes. However, ARF genes have not been investigated in flax (Linum usitatissimum L.), an important oilseed and fiber crop. In this study, we comprehensively analyzed the ARF gene family and identified 33 LuARF genes unevenly distributed on the 13 chromosomes of Longya-10, an oil-use flax variety. Detailed analysis revealed wide variation among the ARF family members and predicted nuclear localization for all proteins. Nineteen LuARFs contained a complete ARF structure, including DBD, MR, and CTD, whereas the other fourteen lacked the CTD. Phylogenetic analysis grouped the LuARFs into four (I-V) clades. Combined with sequence analysis, the LuARFs from the same clade showed structural conservation, implying functional redundancy. Duplication analysis identified twenty-seven whole-genome-duplicated LuARF genes and four tandem-duplicated LuARF genes. These duplicated gene pairs' Ka/Ks ratios suggested a strong purifying selection pressure on the LuARF genes. Collinearity analysis revealed that about half of the LuARF genes had homologs in other species, indicating a relatively conserved nature of the ARFs. The promoter analysis identified numerous hormone- and stress-related elements, and the qRT-PCR experiment revealed that all LuARF genes were responsive to phytohormone (IAA, GA3, and NAA) and stress (PEG, NaCl, cold, and heat) treatments. Finally, expression profiling of LuARF genes in different tissues by qRT-PCR indicated their specific functions in stem or capsule growth. Thus, our findings suggest the potential functions of LuARFs in flax growth and response to an exogenous stimulus, providing a basis for further functional studies on these genes.


Assuntos
Linho , Ácidos Indolacéticos , Ácidos Indolacéticos/metabolismo , Filogenia , Linho/genética , Linho/metabolismo , Família Multigênica , Reguladores de Crescimento de Plantas , Regulação da Expressão Gênica de Plantas , Proteínas de Plantas/genética , Proteínas de Plantas/metabolismo , Perfilação da Expressão Gênica
19.
Int J Mol Sci ; 24(11)2023 May 28.
Artigo em Inglês | MEDLINE | ID: mdl-37298345

RESUMO

The association between a high-fat diet (HFD) consumption and emotional/cognitive disorders is widely documented. One distinctive feature of the prefrontal cortex (PFC), a kernel emotion- and cognition-related brain region, is its protracted adolescent maturation, which makes it highly vulnerable to the detrimental effects of environmental factors during adolescence. Disruption of the PFC structure and function is linked to emotional/cognitive disorders, especially those that emerge in late adolescence. A HFD consumption is common among adolescents, yet its potential effects on PFC-related neurobehavior in late adolescence and any related underlying mechanisms are yet to be established. In the present study, adolescent (postnatal days 28-56) male C57BL/6J mice were fed a control diet (CD) or a HFD and underwent behavioral tests in addition to Golgi staining and immunofluorescence targeting of the medial PFC (mPFC). The HFD-fed adolescent mice exhibited anxiety- and depression-like behavior and abnormal mPFC pyramidal neuronal morphology accompanied by alterations in microglial morphology indicative of a heightened state of activation and increased microglial PSD95+ inclusions signifying excessive phagocytosis of the synaptic material in the mPFC. These findings offer novel insights into the neurobehavioral effects due to adolescent HFD consumption and suggest a contributing role in microglial dysfunction and prefrontal neuroplasticity deficits for HFD-associated mood disorders in adolescents.


Assuntos
Dieta Hiperlipídica , Microglia , Camundongos , Animais , Masculino , Dieta Hiperlipídica/efeitos adversos , Camundongos Endogâmicos C57BL , Neurônios , Córtex Pré-Frontal/fisiologia
20.
Zhongguo Zhong Yao Za Zhi ; 48(21): 5727-5749, 2023 Nov.
Artigo em Zh | MEDLINE | ID: mdl-38114169

RESUMO

Guaiane-type sesquiterpenoids are a class of terpenoids with [5,7] ring-fused system as the basic skeletal structure composed of three isoprene units, which are substituted by 4,10-dimethyl-7-isopropyl. According to the difference in functional groups and degree of polymerization, they can be divided into simple guaiane-type sesquiterpenoids, sesquiterpene lactones, sesquiterpene dimers, and sesquiterpene trimers. Natural guaiane-type sesquiterpenoids are widely distributed in plants, fungi, and marine organisms, especially in families such as Compositae, Zingiberaceae, Thymelaeaceae, Lamiaceae, and Alismataceae. Guaiane-type sesquiterpenoids have good antibacterial, anti-inflammatory, anticancer, and neuroprotective effects. In this paper, the novel guaiane-type sesquiterpenoids isolated and identified in recent 10 years(2013-2022) and their biological activities were reviewed in order to provide refe-rences for the research and development of guaiane-type sesquiterpenoids.


Assuntos
Asteraceae , Sesquiterpenos , Humanos , Estrutura Molecular , Sesquiterpenos de Guaiano , Asteraceae/química
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