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1.
Mol Pharm ; 2024 Oct 11.
Artigo em Inglês | MEDLINE | ID: mdl-39392428

RESUMO

An integrated strategy by combining cocrystallization with nanotechnology is developed to optimize in vitro/vivo performances of marine antitumor drug cytarabine (ARA) and further obtain innovative insights into the exploitation of cocrystal alloy nanoformulation. Therein, the optimization of properties and synergistic effects of ARA mainly depends on assembling with uracil (U) and antitumor drug 5-fluorouracil (FU) into the same crystal by cocrystallization technology, while the long-term efficacy is primarily maintained by playing the superiority of nanotechnology. Along this line, the first cocrystal alloy of ARA, viz., ARA-FU-U (0.6:0.4), is successfully obtained and then transformed into a nanocrystal. Single-crystal X-ray diffraction analysis demonstrates that this cocrystal alloy consists of two isomorphic cocrystals of ARA, namely, ARA-FU and ARA-U, in 0.6:0.4 ratio. An R22(8) hydrogen-bonding cyclic system formed by a cytosine fragment of ARA with U or FU can protect and stabilize the amine group on ARA, laying the foundation for regulating its properties. The in vitro/in vivo properties of the cocrystal alloy and its nanocrystals are investigated by theoretical and experimental means. It reveals that both the alloy and nanocrystal can improve physicochemical properties and promote drug absorption, thus bringing to optimized pharmacokinetic behaviors. The nanocrystal produces superior effects than the alloy that helps to extend therapeutic time and action. Particularly, relative to the corresponding binary cocrystal, the synergistic antitumor activity of ARA and FU in the cocrystal alloy is heightened obviously. It may be that U contributes to reducing the degradation of FU, specifically increasing its concentration in tumors to enhance the synergistic effects of FU and ARA. These findings provide new thoughts for the application of cocrystal alloys in the marine drug field and break fresh ground for cocrystal alloy formulations to optimize drug properties.

2.
Cancer Cell Int ; 24(1): 340, 2024 Oct 14.
Artigo em Inglês | MEDLINE | ID: mdl-39402601

RESUMO

BACKGROUND: Immune checkpoint blockade (ICB) has been improving the patient outcome in multiple cancer types. However, not all patients respond to ICB. Biomarkers are needed for selecting appropriate patients to receive ICB. CD74 is an important chaperone that regulates antigen presentation for immune response. However, the relationship between CD74 expression and ICB response remains elusive. METHODS: The unified normalized pan-cancer dataset was downloaded from the UCSC database. Wilcoxon Rank Sum Rank Tests were used to analyze the expression differences between normal and tumor samples in each tumor type. Then, the prognostic value of CD74 was determined using univariable Cox proportional hazards regression analysis. The STRING database was utilized to construct the protein-protein interaction (PPI) network of CD74 and the signal pathways were analyzed as well. The correlation of CD74 expression with immune cells and immune regulating genes was investigated in the TIMER database. The TIDE framework was utilized to evaluate the relationship between CD74 expression and the response to immunotherapy. Moreover, the localization of CD74 in the tumor immune microenvironment was verified using multiplex immunohistochemistry. Clinically annotated samples from 38 patients with esophageal cancer treated with neoadjuvant chemotherapy combined with ICB were analyzed for CD74 expression using immunohistochemistry. RESULTS: In this study, we investigated the prognostic and predictive value of CD74 in different types of cancer. Compared with normal tissue, the expression of CD74 was higher in tumor tissue in various cancers. High expression of CD74 was associated with improved patient prognosis in the majority of cancers. CD74 and its interacting proteins were mainly enriched in the immune-related pathways. The expression of CD74 was significantly positively correlated with B cells, CD4 T-cells, CD8 T-cells, neutrophils, macrophages and dendritic cells. TIDE analysis showed that tumors with high CD74 expression may have better responses to immunotherapy and improved patient survival. In patients with esophageal cancer who had received ICB, higher intratumoral CD74 expression was associated with improved response to ICB. CONCLUSIONS: The findings of this study suggest that the high expression of CD74 may be a potential predictive biomarker of response to ICB.

3.
Sci Rep ; 14(1): 24523, 2024 10 18.
Artigo em Inglês | MEDLINE | ID: mdl-39424671

RESUMO

This paper focuses on the online anti-epidemic resource allocation between demanders and suppliers considering the epidemic spatial spread. The spatial crowdsourcing with sharing platform is an effective way for anti-epidemic resource allocation, and a reasonable online matching strategy can improve the efficiency of resource utilization. The paper proposes online matching heuristic strategy (HSTRF-LRLUF strategy) and designs an online batch bilateral matching algorithm for anti-epidemic resources, which considers the impact of grid spatial aggregation and diffusion risk of emerging infectious diseases. The population distribution within grids and the commuting patterns between grids can provide decision support for selecting online matching strategies of anti-epidemic resources. A larger matching time window focusing on the spatial transmission risk (TR) of the epidemic can obtain better matching results. However, with a smaller matching time window, the decision makers can focus on spatial agglomeration risk (OR) or spatial diffusion risk (IR). The paper effectively combines the spatial crowdsourcing model with the anti-epidemic resource allocation to achieve the allocation of emergency resources to individuals. A combined anti-epidemic resource online matching heuristic strategies is designed from the spatial agglomeration risk and the spatial diffusion risk. Decision makers can dynamically adjust the online matching strategies of anti-epidemic resources by evaluating the spatial agglomeration risk, the spatial diffusion risk, and the overall spatial transmission risk based on the real-time spread of the epidemic and the supply of anti-epidemic resources.


Assuntos
Algoritmos , Epidemias , Humanos , Epidemias/prevenção & controle , Crowdsourcing/métodos , Alocação de Recursos
4.
Org Biomol Chem ; 22(41): 8255-8258, 2024 Oct 23.
Artigo em Inglês | MEDLINE | ID: mdl-39302016

RESUMO

Transition-metal-catalyzed selective hydroarylation of alkynes represents a state-of-the-art approach in organic chemistry. Herein, we report the reaction of symmetrical 1,3-diynes and arylboronic acids, with Pd(OAc)2 as the catalyst and PCy3 as the ligand, affording functionalized enynes in good to excellent yields. Its efficiency is demonstrated by its good functional group tolerance and broad substrate scope. This method offers a general, convenient, and practical strategy for the modular synthesis of multisubstituted enynes. To comprehensively elucidate the mechanism of the Pd-based catalytic system in the hydroarylation of 1,3-diynes, we performed detailed DFT computations for the Pd-catalyzed hydroarylation reaction.

5.
J Imaging ; 10(9)2024 Aug 23.
Artigo em Inglês | MEDLINE | ID: mdl-39330426

RESUMO

Due to the excellent results achieved by transformers in computer vision, more and more scholars have introduced transformers into the field of medical image segmentation. However, the use of transformers will make the model's parameters very large, which occupies a large amount of the computer's resources, making them very time-consuming during training. In order to alleviate this disadvantage, this paper explores a flexible and efficient search strategy that can find the best subnet from a continuous transformer network. The method is based on a learnable and uniform L1 sparsity constraint, which contains factors that reflect the global importance of the continuous search space in different dimensions, while the search process is simple and efficient, containing a single round of training. At the same time, in order to compensate for the loss of accuracy caused by the search, a pixel classification module is introduced into the model to compensate for the loss of accuracy in the model search process. Our experiments show that the model in this paper compresses 30% of the parameters and FLOPs used, while also showing a slight increase in the accuracy of the model on the Automatic Cardiac Diagnosis Challenge (ACDC) dataset.

6.
Aesthetic Plast Surg ; 2024 Sep 25.
Artigo em Inglês | MEDLINE | ID: mdl-39322842

RESUMO

BACKGROUND: Although current penile enlargement techniques can improve appearance, it remains unclear whether these procedures increase sexual function. We aimed to systematically compare the surgical outcomes, with a particular focus on sexual function, in patients and their partners following silicone pearls implantation and fat grafting for penis enlargement. METHODS: A single-site, retrospective study reviewed patients who underwent silicone pearls implantation or fat grafting for penis enlargement. In the operation, silicone pears were connected to form a ring-shaped implant, which was then implanted under the dartos fascia. For patients underwent fat grafting, a total of 40-55 ml of fat was injected for penis enlargement. Preoperative and 6-month postoperative data of patients and their partners were collected. The penis diameter, penis appearance score (PAS) and treatment satisfaction scale (TSS) were evaluated. RESULTS: Both pearls implantation (n = 28) and fat grafting (n = 27) led to an increase in penis diameter. The TSS scores of patients who underwent pearls implantation increased by 11.96%, and the partners' scores increased by 9.17%. Specifically, Confidence, Pleasure from Sexual Activity, and Satisfaction with Orgasm scores of partners showed significant improvements. Partners' Satisfaction with Orgasm increased most. The total TSS scores of patients with fat grafting increased by 16.7%; meanwhile, scores of their partners had not obvious improvement. CONCLUSION: Silicone pearls implantation was found to effectively improve the sexual function of men and the sexual satisfaction of their partners compared to fat grafting. Therefore, pearls implantation is possible to enhanced sexual experiences both for man and their partners. LEVEL OF EVIDENCE IV: This journal requires that authors assign a level of evidence to each article. For a full description of these Evidence-Based Medicine ratings, please refer to the Table of Contents or the online Instructions to Authors www.springer.com/00266 .

7.
Sci Total Environ ; 952: 175948, 2024 Nov 20.
Artigo em Inglês | MEDLINE | ID: mdl-39222808

RESUMO

Tire wear particles (TWPs) have been an emerging threat to the soil ecosystem, while impact of the TWPs aging on soil microbial communities remains poorly understood. This study investigated the dynamic responses of soil microbial communities to the TWPs aging under both wet and flooded conditions. We found that different soil moisture conditions resulted in distinct microbial community structures. Soil bacteria were more sensitive to wet conditions, while soil fungi were more sensitive to flooded conditions. The family Symbiobacteraceae was predominant in the TWP-sphere under both wet and flooded conditions after 60 days, followed by Brevibacillaceae. Notably, we observed that TWPs input significantly increased nitrous oxide (N2O) emission from dryland soil. Several taxa including Cyanobacteriales, Blastocatellaceae and Pyrinomonadaceae were identified as TWP-biomarkers in soils and potentially played significant roles in N2O emissions from drylands. Their responses to the TWPs input correlated closely with changes in the relative abundance of genes involved in ammonia oxidation (amoA/B), nitrite reduction (nirS/K) and N2O reduction (nosZ) in drylands. Our results demonstrate that soil moisture-dependent TWP aging influences N2O emission by altering both the associated microbial communities and the relevant genes.


Assuntos
Microbiota , Óxido Nitroso , Microbiologia do Solo , Solo , Óxido Nitroso/análise , Solo/química , Bactérias , Monitoramento Ambiental
8.
RSC Adv ; 14(37): 27060-27065, 2024 Aug 22.
Artigo em Inglês | MEDLINE | ID: mdl-39193299

RESUMO

Herein, the direct oxidation of furfuryl alcohols and furfurals to the corresponding furoic acids is performed highly efficiently with potassium hydroxide as the base in the presence of a catalytic amount of PNP pincer manganese catalyst in dioxane. The manganese catalytic system can not only achieve the dehydrogenation conversion of furfuryl alcohols to prepare furoic acids but can also achieve the synthesis of furoic acids from furfurals under more moderate conditions and with less reaction time. In addition, the bifunctional furfuryl alcohols or furfurals can also be efficiently converted into dicarboxylic acid products under optimal reaction conditions.

10.
Phytomedicine ; 133: 155953, 2024 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-39154527

RESUMO

BACKGROUND: Mycoplasma gallisepticum (MG) has long been a pathogenic microorganism threatening the global poultry industry. Previous studies have demonstrated that the mechanism by which quercetin (QUE) inhibits the colonization of MG in chicks differs from that of antibiotics. However, the molecular mechanism by which QUE facilitates the clearance of MG remains unclear. PURPOSE: The aim of this study was to investigate the molecular mechanism of MG clearance by QUE, with the expectation of providing new options for the treatment of MG. METHODS: A model of MG infection in chicks and MG-induced M1 polarization in HD-11 cells were established. The mechanism of QUE clearance of MG was investigated by evaluating the relationship between tracheal mucosal barrier integrity, antibody levels, Th1/Th2 immune balance and macrophage metabolism and M1/M2 polarization balance. Furthermore, network pharmacology and molecular docking techniques were employed to explore the potential molecular pathways connecting QUE, M2 polarization, and fatty acid oxidation (FAO). RESULTS: The findings indicate that QUE remodels tracheal mucosal barrier function by regulating tight junctions and secretory immunoglobulin A (sIgA) expression levels. This process entails the regulatory function of QUE on the Th1/Th2 immune imbalance that is induced by MG infection in the tracheal mucosa. Moreover, QUE intervention impeded the M1 polarization of HD-11 cells induced by MG infection, while simultaneously promoting M2 polarization through the induction of FAO. Conversely, inhibitors of the FAO pathway impede this effect. The results of computer network analysis suggest that QUE may induce FAO via the PI3K/AKT pathway to promote M2 polarization. Notably, inhibition of the PI3K/AKT pathway was found to effectively inhibit M2 polarization in HD-11 cells, while having a limited effect on FAO. CONCLUSIONS: QUE promotes M2 polarization of HD-11 cells to enhance Th2 immune response through FAO and PI3K/AKT pathways, thereby restoring tracheal mucosal barrier function and ultimately inhibiting MG colonization.


Assuntos
Galinhas , Infecções por Mycoplasma , Mycoplasma gallisepticum , Doenças das Aves Domésticas , Quercetina , Células Th2 , Animais , Quercetina/farmacologia , Mycoplasma gallisepticum/efeitos dos fármacos , Infecções por Mycoplasma/tratamento farmacológico , Infecções por Mycoplasma/imunologia , Doenças das Aves Domésticas/tratamento farmacológico , Doenças das Aves Domésticas/imunologia , Células Th2/efeitos dos fármacos , Células Th2/imunologia , Mucosa Respiratória/efeitos dos fármacos , Mucosa Respiratória/imunologia , Traqueia/efeitos dos fármacos , Simulação de Acoplamento Molecular , Junções Íntimas/efeitos dos fármacos , Imunoglobulina A Secretora/metabolismo , Fosfatidilinositol 3-Quinases/metabolismo , Células Th1/efeitos dos fármacos , Células Th1/imunologia , Macrófagos/efeitos dos fármacos , Ácidos Graxos
11.
Nat Commun ; 15(1): 6802, 2024 Aug 09.
Artigo em Inglês | MEDLINE | ID: mdl-39122688

RESUMO

Influenza virus infection remains a major global health problem and requires a universal vaccine with broad protection against different subtypes as well as a rapid-response vaccine to provide immediate protection in the event of an epidemic outbreak. Here, we show that intranasal administration of probiotic Escherichia coli Nissle 1917 activates innate immunity in the respiratory tract and provides immediate protection against influenza virus infection within 1 day. Based on this vehicle, a recombinant strain is engineered to express and secret five tandem repeats of the extracellular domain of matrix protein 2 from different influenza virus subtypes. Intranasal vaccination with this strain induces durable humoral and mucosal responses in the respiratory tract, and provides broad protection against the lethal challenge of divergent influenza viruses in female BALB/c mice. Our findings highlight a promising delivery platform for developing mucosal vaccines that provide immediate and sustained protection against respiratory pathogens.


Assuntos
Administração Intranasal , Escherichia coli , Vacinas contra Influenza , Camundongos Endogâmicos BALB C , Infecções por Orthomyxoviridae , Probióticos , Animais , Escherichia coli/genética , Probióticos/administração & dosagem , Feminino , Infecções por Orthomyxoviridae/prevenção & controle , Infecções por Orthomyxoviridae/imunologia , Camundongos , Vacinas contra Influenza/imunologia , Vacinas contra Influenza/administração & dosagem , Vacinas contra Influenza/genética , Vírus da Influenza A/imunologia , Vírus da Influenza A/genética , Proteínas da Matriz Viral/genética , Proteínas da Matriz Viral/imunologia , Imunidade Inata , Imunidade nas Mucosas , Humanos , Anticorpos Antivirais/imunologia , Proteínas Viroporinas
12.
Sci Total Environ ; 952: 175875, 2024 Nov 20.
Artigo em Inglês | MEDLINE | ID: mdl-39216757

RESUMO

Throughout the world, some foods and feeds commonly consumed by humans and animals are inadvertently contaminated with mycotoxins. Zearalenone (ZEA) is a typical environmental/food contaminant that can cause varying degrees of damage to the body, such as reproductive toxicity, hepatotoxicity, immunotoxicity, etc. It poses a serious threat to the living environment and human and animal health. Increasing evidence shows that mycotoxin-induced organ damage may be closely related to ferroptosis. However, the mechanism of ZEA-induced liver injury is still not fully understood. Therefore, this study aimed to explore whether ZEA can trigger ferroptosis in the liver and cause liver injury. This study was conducted by establishing in vivo and in vitro ZEA exposure models. The results showed that ZEA exposure led to typical liver injury indicators. ZEA inhibited the Nrf2/keap1 antioxidant signaling pathway, aggravated the oxidative stress response, and inhibited the body's antioxidant function. Additionally, it was found that ZEA can aggravate lipid peroxidation by blocking the system Xc-/GSH/GPX4 axis, upregulating the protein expression of ACSL4, and affecting the import, storage, and export of iron ions, thereby inducing iron ion metabolism disorders. A combination of multiple factors induces ferroptosis in mouse liver and AML12 cells. Pretreatment with deferoxamine, an inhibitor of ferroptosis, can alleviate ferroptosis damage induced by ZEA, indicating the crucial role of ferroptosis in cell damage caused by ZEA. This study deeply explores the hepatic ferroptosis pathway induced by ZEA, provides a new theoretical basis for ZEA-induced hepatotoxicity, and offers new insights for exploring potential treatment strategies.


Assuntos
Ferroptose , Zearalenona , Ferroptose/efeitos dos fármacos , Zearalenona/toxicidade , Animais , Camundongos , Doença Hepática Induzida por Substâncias e Drogas , Estresse Oxidativo/efeitos dos fármacos , Fígado/efeitos dos fármacos , Fator 2 Relacionado a NF-E2/metabolismo , Transdução de Sinais/efeitos dos fármacos , Peroxidação de Lipídeos/efeitos dos fármacos
13.
Poult Sci ; 103(10): 104145, 2024 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-39127004

RESUMO

Mycoplasma gallisepticum (MG) is a pathogen that induces chronic respiratory illnesses in chickens, leading to tracheal and lung injury, and eliciting immune reactions that support sustained colonization. Baicalin, a compound found in scutellaria baicalensis, exhibits anti-inflammatory, antioxidant, and antibacterial properties. This study aimed to investigate the potential of baicalin in alleviating lung and cell damage caused by MG by restoring imbalances in M1/M2 and Th1/Th2 differentiation and to explore its underlying mechanism. In this research, a model for M1/M2 polarization induced by MG was initially developed. Specifically, infection with MG at a multiplicity of infection (MOI) of 400 for 6 h represented the M1 model, while infection for 10 h represented the M2 model. The polarization markers were subsequently validated using qRT-PCR, ELISA, and Western blot analysis. Baicalin disrupts the activation of M1 cells induced by MG and has the potential to restore the balance between M1 and M2 cells, thereby mitigating the inflammatory damage resulting from MG. Subsequent studies on MG-infected chickens detected imbalances in M1/M2 and Th1/Th2 differentiation in alveolar lavage fluid, as well as imbalances in macrophages and Th cells in the lung. The M1/Th1 model was exposed to MG for 5 d, while the M2/Th2 model was infected with MG for 7 d. The utilization of both light and electron transmission microscopes revealed that the administration of baicalin resulted in a reduction in the number of M1 cells, a decrease in cytoplasmic vacuoles, restoration of mitochondrial swelling and chromatin agglutination, as well as alleviation of alveolar rupture and inflammatory cell infiltration. Furthermore, baicalin restored MG-induced M1/M2 and Th1/Th2 imbalances and inhibited the phosphorylation of p38 and p65 proteins, thereby hindering the activation of the TLR4-p38 MAPK/NF-κB pathway. This study provides insights into the potential long-term effects of baicalin in MG infection and offers a theoretical basis for practical applications.


Assuntos
Galinhas , Flavonoides , Infecções por Mycoplasma , Mycoplasma gallisepticum , Doenças das Aves Domésticas , Animais , Mycoplasma gallisepticum/efeitos dos fármacos , Doenças das Aves Domésticas/tratamento farmacológico , Doenças das Aves Domésticas/microbiologia , Doenças das Aves Domésticas/imunologia , Flavonoides/farmacologia , Flavonoides/administração & dosagem , Infecções por Mycoplasma/veterinária , Infecções por Mycoplasma/tratamento farmacológico , Infecções por Mycoplasma/imunologia , Células Th1/imunologia , Células Th1/efeitos dos fármacos
14.
Heliyon ; 10(11): e32435, 2024 Jun 15.
Artigo em Inglês | MEDLINE | ID: mdl-38961989

RESUMO

An efficient method was discovered for catalyzing the esterification under air using Novozym 435 to obtain pyridine esters. The following conditions were found to be optimal: 60 mg of Novozyme 435, 5.0 mL of n-hexane, a molar ratio of 2:1 for nicotinic acids (0.4 mmol) to alcohols (0.2 mmol), 0.25 g of molecular sieve 3A, a revolution speed of 150 rpm, a reaction temperature of 50 °C, and reaction time of 48 h. Under nine cycles of Novozym 435, the 80 % yield was consistently obtained. Optimum conditions were used to synthesize 23 pyridine esters, including five novel compounds. Among them, gas chromatography-mass spectrometry-olfactometry (GC-MS-O) showed phenethyl nicotinate (3g), (E)-hex-4-en-1-yl nicotinate (3m), and octyl nicotinate (3n) possessed strong aromas. Thermogravimetric analysis (TG) revealed that the compounds 3g, 3m and 3n exhibited stability at the specified temperature. This finding provides theoretical support for adding pyridine esters fragrance to high-temperature processed food.

15.
Transl Androl Urol ; 13(5): 759-768, 2024 May 31.
Artigo em Inglês | MEDLINE | ID: mdl-38855610

RESUMO

Background: Chronic prostatitis/chronic pelvic pain syndrome (CP/CPPS) is a debilitating condition characterized by lower urinary tract symptoms and persistent pelvic pain or discomfort lasting for more than three months. Currently available oral drug therapies exhibit limited efficacy in the treatment of CP/CPPS. Therefore, personalized and combination therapies are recommended by Chinese CP/CPPS guidelines, which primarily include traditional Chinese medicine, radiofrequency therapy, urethral lavage, transrectal prostate massage, extracorporeal shock wave therapy. However, a significant number of patients do not respond well to all types of these therapeutic methods. Among those who have sequentially or simultaneously undergone at least three different treatment modalities, in addition to oral medications, for more than 1 year, they are defined as patients with refractory CP/CPPS. This retrospective study aims to evaluate the clinical effect of traditional Chinese herbal medicine retention enema combined with perineal massage (THREM) in managing refractory CP/CPPS. Methods: A total of 20 patients with refractory CP/CPPS, who did not show significant improvement despite receiving multiple conventional treatments, including oral medications, were included in this study. Following THREM therapy, the International Prostate Symptom Score (IPSS), visual analogue scale (VAS), and National Institutes of Health-Chronic Prostatitis Symptom Index (NIH-CPSI) quality of life (QoL) score were used to assess treatment efficacy. Results: Six months after THREM therapy, a significant decrease in IPSS, VAS, and QoL scores was observed (P<0.01). Importantly, 85% of the patients experienced a reduction in symptoms of ≥60%, with an average degree of alleviation reaching 70.25%±24.20%. Conclusions: THREM treatment demonstrated excellent efficacy in managing refractory CP/CPPS at least for 6 months. It has promising clinical application prospects. Further research is warranted to validate these results and explore the underlying mechanisms of THREM therapy.

16.
Technol Health Care ; 2024 Apr 30.
Artigo em Inglês | MEDLINE | ID: mdl-38848203

RESUMO

BACKGROUND: The Ultimate Fighting Championship (UFC) stands as a prominent global platform for professional mixed martial arts, captivating audiences worldwide. With its continuous growth and globalization efforts, UFC events have garnered significant attention and achieved commendable results. However, as the scale of development expands, the operational demands on UFC events intensify. At its core, UFC thrives on the exceptional performances of its athletes, which serve as the primary allure for audiences. OBJECTIVE: This study aims to enhance the allure of UFC matches and cultivate exceptional athletes by predicting athlete performance on the field. To achieve this, a recurrent neural network prediction model based on Bidirectional Long Short-Term Memory (BiLSTM) is proposed. The model seeks to leverage athlete portraits and characteristics for performance prediction. METHODS: The proposed methodology involves constructing athlete portraits and analyzing athlete characteristics to develop the prediction model. The BiLSTM-based recurrent neural network is utilized for its ability to capture temporal dependencies in sequential data. The model's performance is assessed through experimental analysis. RESULTS: Experimental results demonstrate that the athlete performance prediction model achieved an overall accuracy of 0.7524. Comparative analysis reveals that the proposed BiLSTM model outperforms traditional methods such as Linear Regression and Multilayer Perceptron (MLP), showcasing superior prediction accuracy. CONCLUSION: This study introduces a novel approach to predicting athlete performance in UFC matches using a BiLSTM-based recurrent neural network. By leveraging athlete portraits and characteristics, the proposed model offers improved accuracy compared to classical methods. Enhancing the predictive capabilities in UFC not only enriches the viewing experience but also contributes to the development of exceptional athletes in the sport.

17.
Br J Cancer ; 131(4): 692-701, 2024 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-38918556

RESUMO

BACKGROUND: This study aims to develop a stacking model for accurately predicting axillary lymph node (ALN) response to neoadjuvant chemotherapy (NAC) using longitudinal MRI in breast cancer. METHODS: We included patients with node-positive breast cancer who received NAC following surgery from January 2012 to June 2022. We collected MRIs before and after NAC, and extracted radiomics features from the tumour, peritumour, and ALN regions. The Mann-Whitney U test, least absolute shrinkage and selection operator, and Boruta algorithm were used to select features. We utilised machine learning techniques to develop three single-modality models and a stacking model for predicting ALN response to NAC. RESULTS: This study consisted of a training cohort (n = 277), three external validation cohorts (n = 313, 164, and 318), and a prospective cohort (n = 81). Among the 1153 patients, 60.62% achieved ypN0. The stacking model achieved excellent AUCs of 0.926, 0.874, and 0.862 in the training, external validation, and prospective cohort, respectively. It also showed lower false-negative rates (FNRs) compared to radiologists, with rates of 14.40%, 20.85%, and 18.18% (radiologists: 40.80%, 50.49%, and 63.64%) in three cohorts. Additionally, there was a significant difference in disease-free survival between high-risk and low-risk groups (p < 0.05). CONCLUSIONS: The stacking model can accurately predict ALN status after NAC in breast cancer, showing a lower false-negative rate than radiologists. TRIAL REGISTRATION NUMBER: The clinical trial numbers were NCT03154749 and NCT04858529.


Assuntos
Inteligência Artificial , Axila , Neoplasias da Mama , Imageamento por Ressonância Magnética , Terapia Neoadjuvante , Humanos , Feminino , Neoplasias da Mama/tratamento farmacológico , Neoplasias da Mama/patologia , Neoplasias da Mama/diagnóstico por imagem , Pessoa de Meia-Idade , Adulto , Imageamento por Ressonância Magnética/métodos , Estudos Prospectivos , Linfonodos/patologia , Linfonodos/diagnóstico por imagem , Idoso , Metástase Linfática , Aprendizado de Máquina , Quimioterapia Adjuvante
18.
Poult Sci ; 103(8): 103942, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38908119

RESUMO

Mycoplasma gallisepticum (MG) can cause chronic respiratory disease (CRD) in chickens, which has a significant negative economic impact on the global poultry sector. Respiratory flora is the guardian of respiratory health, and its disorder is closely related to respiratory immunity and respiratory diseases. As a common probiotic in the chicken respiratory tract, Lactobacillus salivarius (L. salivarius) has potential antioxidant, growth performance enhancing, and anti-immunosuppressive properties. However, the specific mechanism through which L. salivarius protects against MG infection has not yet been thoroughly examined. This study intends to investigate whether L. salivarius could reduce MG-induced tracheal inflammation by modulating the respiratory microbiota and metabolites. The results indicated that L. salivarius reduced MG colonization significantly and alleviated the anomalous morphological changes by using the MG-infection model. L. salivarius also reduced the level of Th1 cell cytokines, increased the level of Th2 cell cytokines, and ameliorated immune imbalance during MG infection. In addition, L. salivarius improved the mucosal barrier, heightened immune function, and suppressed the Janus kinase/Signal transducer, and activator of transcription (JAK/STAT) signaling pathway. Notably, MG infection changed the composition of the respiratory microbiota and metabolites, and L. salivarius therapy partially reversed the aberrant respiratory microbiota and metabolite composition. Our results highlighted that these findings demonstrated that L. salivarius played a role in MG-mediated inflammatory damage and demonstrated that L. salivarius, by altering the respiratory microbiota and metabolites, could successfully prevent MG-induced inflammatory injury in chicken trachea.


Assuntos
Galinhas , Inflamação , Ligilactobacillus salivarius , Infecções por Mycoplasma , Mycoplasma gallisepticum , Doenças das Aves Domésticas , Probióticos , Transdução de Sinais , Animais , Mycoplasma gallisepticum/fisiologia , Doenças das Aves Domésticas/microbiologia , Doenças das Aves Domésticas/prevenção & controle , Infecções por Mycoplasma/veterinária , Infecções por Mycoplasma/prevenção & controle , Infecções por Mycoplasma/microbiologia , Probióticos/administração & dosagem , Probióticos/farmacologia , Inflamação/veterinária , Inflamação/prevenção & controle , Ligilactobacillus salivarius/fisiologia , Microbiota , Janus Quinases/metabolismo , Fatores de Transcrição STAT/metabolismo
19.
Breast ; 76: 103762, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38924994

RESUMO

BACKGROUND: Male breast cancer (MBC) is a rare disease. Although several large-scale studies have investigated MBC patients in other countries, the features of MBC patients in China have not been fully explored. This study aims to explore the features of Chinese MBC patients comprehensively. METHODS: We retrospectively collected data of MBC patients from 36 centers in China. Overall survival (OS) was evaluated by the Kaplan-Meier method, log-rank test, and Cox regression analyses. Multivariate Cox analyses were used to identify independent prognostic factors of the patients. RESULTS: In total, 1119 patients were included. The mean age at diagnosis was 60.9 years, and a significant extension over time was observed (P < 0.001). The majority of the patients (89.1 %) received mastectomy. Sentinel lymph node biopsy was performed in 7.8 % of the patients diagnosed in 2009 or earlier, and this percentage increased significantly to 38.8 % in 2020 or later (P < 0.001). The five-year OS rate for the population was 85.5 % [95 % confidence interval (CI), 82.8 %-88.4 %]. Multivariate Cox analysis identified taxane-based [T-based, hazard ratio (HR) = 0.32, 95 % CI, 0.13 to 0.78, P = 0.012] and anthracycline plus taxane-based (A + T-based, HR = 0.47, 95 % CI, 0.23 to 0.96, P = 0.037) regimens as independent protective factors for OS. However, the anthracycline-based regimen showed no significance in outcome (P = 0.175). CONCLUSION: As the most extensive MBC study in China, we described the characteristics, treatment and prognosis of Chinese MBC population comprehensively. T-based and A + T-based regimens were protective factors for OS in these patients. More research is required for this population.


Assuntos
Neoplasias da Mama Masculina , Mastectomia , Biópsia de Linfonodo Sentinela , Humanos , Neoplasias da Mama Masculina/patologia , Neoplasias da Mama Masculina/mortalidade , Neoplasias da Mama Masculina/terapia , Neoplasias da Mama Masculina/epidemiologia , Masculino , Pessoa de Meia-Idade , China/epidemiologia , Estudos Retrospectivos , Mastectomia/estatística & dados numéricos , Idoso , Biópsia de Linfonodo Sentinela/estatística & dados numéricos , Adulto , Prognóstico , Modelos de Riscos Proporcionais , Estimativa de Kaplan-Meier , Taxoides/uso terapêutico , Taxa de Sobrevida , Hidrocarbonetos Aromáticos com Pontes/uso terapêutico , Antraciclinas/uso terapêutico , Idoso de 80 Anos ou mais
20.
Poult Sci ; 103(8): 103925, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38943809

RESUMO

Dietary Macleaya cordata extract (MCE) can improve the meat quality of poultry. However, the specific mechanism by which MCE regulates the meat quality has not been clarified yet. Sanguinarine (SAN) is one of the important natural active components in MCE. Our study aims to explore the regulatory mechanism of dietary SAN supplementation on meat quality through transcriptomic and gut microbiome analysis, thereby providing a basis for regularing meat quality with MCE. 240 1-day-old broilers were divided into 4 groups according to different doses of SAN (0, 0.225, 0.75, and 2.25 mg/kg). The results indicated that SAN significantly improve the physicochemical quality indicators of breast and thigh muscle in broilers, improved the serum biochemical indexes. Through transcriptome sequencing analysis of the liver and ileum tissues of broilers, we found that the differentially expressed genes induced by SAN were mainly enriched in lipid metabolism, which were related to the peroxisome proliferator-activated receptor (PPAR) pathway. It reconfirmed that SAN can regulate lipid metabolism in the body by promoting the expression of genes related to cholesterol metabolism, fatty acid transport and oxidation by RT-PCR, this ultimately affects the physicochemical quality of muscle. Additionally, through 16S rRNA sequencing analysis, we found that dietary addition of SAN increased the relative abundance of Bacteroides, Lactobacillus and unclassified_f_Lachnospiraceae, while decreased the relative abundance of Alistipes in ceca. To further investigate the impact of gut microbiota on lipid metabolism, we conducted a correlation analysis of PPAR pathway factor expression in cecum tissue and microflora structure. The results showed that Bacteroides exhibited a positive correlation with the expression of most genes in the PPAR signaling pathway. Unclassified_f__Lachnospiraceae is positively correlated with PPARγ, Cytochrome P450 family 7 subfamily A member 1 (CYP7A1) and Acyl-CoA synthetase long-chain family member 5 (ACSL5). In conclusion, dietary addition of SAN can promote the genes expression of the PPAR pathway, target the regulation of intestinal microflora structure and abundance and regulate lipid metabolism, thereby improving meat quality of broilers.


Assuntos
Ração Animal , Benzofenantridinas , Galinhas , Dieta , Suplementos Nutricionais , Microbioma Gastrointestinal , Isoquinolinas , Metabolismo dos Lipídeos , Carne , Animais , Galinhas/fisiologia , Ração Animal/análise , Metabolismo dos Lipídeos/efeitos dos fármacos , Dieta/veterinária , Benzofenantridinas/administração & dosagem , Benzofenantridinas/farmacologia , Suplementos Nutricionais/análise , Microbioma Gastrointestinal/efeitos dos fármacos , Isoquinolinas/administração & dosagem , Isoquinolinas/farmacologia , Carne/análise , Relação Dose-Resposta a Droga , Papaveraceae/química , Distribuição Aleatória , Masculino , Extratos Vegetais/administração & dosagem , Extratos Vegetais/farmacologia , Extratos Vegetais/química
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