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1.
J Theor Biol ; 589: 111850, 2024 Jul 21.
Artículo en Inglés | MEDLINE | ID: mdl-38740126

RESUMEN

Protein-protein interactions (PPIs) are crucial for various biological processes, and predicting PPIs is a major challenge. To solve this issue, the most common method is link prediction. Currently, the link prediction methods based on network Paths of Length Three (L3) have been proven to be highly effective. In this paper, we propose a novel link prediction algorithm, named SMS, which is based on L3 and protein similarities. We first design a mixed similarity that combines the topological structure and attribute features of nodes. Then, we compute the predicted value by summing the product of all similarities along the L3. Furthermore, we propose the Max Similarity Multiplied Similarity (maxSMS) algorithm from the perspective of maximum impact. Our computational prediction results show that on six datasets, including S. cerevisiae, H. sapiens, and others, the maxSMS algorithm improves the precision of the top 500, area under the precision-recall curve, and normalized discounted cumulative gain by an average of 26.99%, 53.67%, and 6.7%, respectively, compared to other optimal methods.


Asunto(s)
Algoritmos , Mapeo de Interacción de Proteínas , Mapas de Interacción de Proteínas , Humanos , Mapeo de Interacción de Proteínas/métodos , Biología Computacional/métodos , Saccharomyces cerevisiae/metabolismo , Saccharomyces cerevisiae/genética , Bases de Datos de Proteínas , Proteínas de Saccharomyces cerevisiae/metabolismo , Proteínas de Saccharomyces cerevisiae/genética
2.
Inflamm Res ; 73(4): 581-595, 2024 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-38363325

RESUMEN

OBJECTIVE: The treatment of eosinophilic chronic rhinosinusitis with nasal polyps (E-CRSwNP) remains a challenge due to its complex pathogenesis. Inositol polyphosphate-4-phosphatase type IA (INPP4A), a lipid phosphatase, has been implicated in allergic asthma. However, the expression and function of INPP4A in E-CRSwNP remain unclear. This study aims to investigate the role of INPP4A in macrophages in E-CRSwNP. METHODS: We assessed the expression of INPP4A in human and mouse nasal mucosal tissues via immunofluorescence staining. THP-1 cells were cultured and exposed to various cytokines to investigate the regulation of INPP4A expression and its functional role. Additionally, we established a murine nasal polyp (NP) model and administrated an INPP4A-overexpressing lentivirus evaluate its impact on NP. RESULTS: The percentage of INPP4A + CD68 + macrophages among total macrophages decreased in the E-CRSwNP group compared to the control and the non-eosinophilic CRSwNP (NE-CRSwNP) groups, exhibiting an inverse correlation with an increased percentage of CD206 + CD68 + M2 macrophages among total macrophages. Overexpression of INPP4A led to a reduced percentage of THP-1 cells polarizing towards the M2 phenotype, accompanied by decreased levels of associated chemotactic factors including CCL18, CCL22, CCL24, and CCL26. We also validated the involvement of the PI3K-AKT pathway in the function of INPP4A in vitro. Furthermore, INPP4A overexpression in the murine NP model resulted in the attenuation of eosinophilic inflammation in the nasal mucosa. CONCLUSIONS: INPP4A deficiency promotes macrophage polarization towards the M2 phenotype, leading to the secretion of chemokines that recruit eosinophils and Th2 cells, thereby amplifying eosinophilic inflammation in E-CRSwNP. INPP4A may exert a suppressive role in eosinophilic inflammation and could potentially serve as a novel therapeutic strategy.


Asunto(s)
Pólipos Nasales , Rinitis , Rinosinusitis , Sinusitis , Humanos , Animales , Ratones , Fosfatidilinositol 3-Quinasas , Macrófagos , Eosinófilos , Inflamación/complicaciones , Monoéster Fosfórico Hidrolasas/genética , Enfermedad Crónica
3.
Acta Pharmacol Sin ; 45(4): 831-843, 2024 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-38052867

RESUMEN

Chronic rhinosinusitis with nasal polyp (CRSwNP) is a refractory inflammatory disease with epithelial-mesenchymal transition (EMT) as one of the key features. Since ubiquitin modification has been shown to regulate the EMT process in other diseases, targeting ubiquitin ligases may be a potential strategy for the treatment of CRSwNP. In this study we investigated whether certain E3 ubiquitin ligases could regulate the EMT process in CRSwNP, and whether these regulations could be the potential drug targets as well as the underlying mechanisms. After screening the potential drug target by bioinformatic analyses, the expression levels of three potential E3 ubiquitin ligases were compared among the control, eosinophilic nasal polyp (ENP) and non-eosinophilic nasal polyp (NENP) group in clinical samples, and the significant decrement of the expression level of NEDD4L was found. Then, IP-MS, bioinformatics and immunohistochemistry studies suggested that low NEDD4L expression may be associated with the EMT process. In human nasal epithelial cells (hNECs) and human nasal epithelial cell line RPMI 2650, knockdown of NEDD4L promoted EMT, while upregulating NEDD4L reversed this effect, suggesting that NEDD4L inhibited EMT in nasal epithelial cells. IP-MS and Co-IP studies revealed that NEDD4L mediated the degradation of DDR1. We demonstrated that NEDD4L inhibited the ß-catenin/HIF-1α positive feedback loop either directly (degrading ß-catenin and HIF-1α) or indirectly (mediating DDR1 degradation). These results were confirmed in a murine NP model in vivo. This study for the first time reveals the regulatory role of ubiquitin in the EMT process of nasal epithelial cells, and identifies a novel drug target NEDD4L, which has promising efficacy against both ENP and NENP by suppressing ß-catenin/HIF-1α positive feedback loop.


Asunto(s)
Transición Epitelial-Mesenquimal , Terapia Molecular Dirigida , Pólipos Nasales , Ubiquitina-Proteína Ligasas Nedd4 , Rinosinusitis , Animales , Humanos , Ratones , beta Catenina/metabolismo , Enfermedad Crónica , Retroalimentación , Pólipos Nasales/tratamiento farmacológico , Pólipos Nasales/enzimología , Rinosinusitis/tratamiento farmacológico , Rinosinusitis/enzimología , Ubiquitinas/metabolismo , Ubiquitina-Proteína Ligasas Nedd4/antagonistas & inhibidores , Ubiquitina-Proteína Ligasas Nedd4/metabolismo
4.
BMC Bioinformatics ; 24(1): 203, 2023 May 17.
Artículo en Inglés | MEDLINE | ID: mdl-37198530

RESUMEN

BACKGROUND: A major current focus in the analysis of protein-protein interaction (PPI) data is how to identify essential proteins. As massive PPI data are available, this warrants the design of efficient computing methods for identifying essential proteins. Previous studies have achieved considerable performance. However, as a consequence of the features of high noise and structural complexity in PPIs, it is still a challenge to further upgrade the performance of the identification methods. METHODS: This paper proposes an identification method, named CTF, which identifies essential proteins based on edge features including h-quasi-cliques and uv-triangle graphs and the fusion of multiple-source information. We first design an edge-weight function, named EWCT, for computing the topological scores of proteins based on quasi-cliques and triangle graphs. Then, we generate an edge-weighted PPI network using EWCT and dynamic PPI data. Finally, we compute the essentiality of proteins by the fusion of topological scores and three scores of biological information. RESULTS: We evaluated the performance of the CTF method by comparison with 16 other methods, such as MON, PeC, TEGS, and LBCC, the experiment results on three datasets of Saccharomyces cerevisiae show that CTF outperforms the state-of-the-art methods. Moreover, our method indicates that the fusion of other biological information is beneficial to improve the accuracy of identification.


Asunto(s)
Proteínas de Saccharomyces cerevisiae , Proteínas de Saccharomyces cerevisiae/genética , Proteínas de Saccharomyces cerevisiae/metabolismo , Mapeo de Interacción de Proteínas/métodos , Algoritmos , Saccharomyces cerevisiae/genética , Saccharomyces cerevisiae/metabolismo , Mapas de Interacción de Proteínas , Biología Computacional/métodos
5.
Neurochem Res ; 48(12): 3639-3651, 2023 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-37574530

RESUMEN

Allergic rhinitis (AR) is a widespread disease that is frequently comorbid with depression. However, the mechanisms and treatments for depression in AR remain underexplored. Metformin, a widely used antidiabetic drug, has shown antidepressant effects. The aim of this study was to explore the effects and potential mechanisms of metformin on depression-like behaviors in an AR mouse model. In the present study, mice were sensitized and challenged with ovalbumin (OVA) to induce AR. Results showed that mice with AR exhibited significant depression-like behavior which was attenuated by metformin. In addition, the levels of expression of synaptic plasticity markers (anti-microtubule-associated protein 2, synaptophysin, postsynaptic density protein 95), neurogenesis markers (doublecortin and Ki-67), and brain-derived neurotrophic factor were decreased in the olfactory bulb (OB) of mice with AR, while metformin ameliorated all these alterations and reduced apoptosis in the OB of these mice. Furthermore, it enhanced the phosphorylation of AMP-activated kinase (AMPK) and the levels of ten-eleven translocation 2 (TET2) and 5-hydroxymethylcytosine in the OB. In conclusion, our findings suggest that metformin might be a viable strategy for treating AR-related depression, possibly by modulating neuroplasticity, neurogenesis, apoptosis, and BDNF signaling in the OB via the AMPK/TET2 pathway.


Asunto(s)
Metformina , Rinitis Alérgica , Ratones , Animales , Depresión/metabolismo , Bulbo Olfatorio , Metformina/farmacología , Metformina/uso terapéutico , Proteínas Quinasas Activadas por AMP/metabolismo , Rinitis Alérgica/metabolismo , Modelos Animales de Enfermedad
6.
Med Sci Monit ; 27: e933278, 2021 Oct 18.
Artículo en Inglés | MEDLINE | ID: mdl-34657931

RESUMEN

BACKGROUND Sodium salicylate (SS) induces excitotoxicity of spiral ganglion neurons (SGNs) by inhibiting the response of γ-aminobutyric acid type A receptors (GABAARs). Our previous studies have shown that SS can increase the internalization of GABAARs on SGNs, which involves dopamine D1-like receptors (D1Rs) and related signaling pathways. In this study, we aimed to explore the role of D1Rs and their downstream molecule protein kinase C (PKC) in the process of SS inhibiting GABAARs. MATERIAL AND METHODS The expression of D1Rs and GABARγ2 on rat cochlear SGNs cultured in vitro was tested by immunofluorescence. Then, the SGNs were exposed to SS, D1R agonist (SKF38393), D1R antagonist (SCH23390), clathrin/dynamin-mediated endocytosis inhibitor (dynasore), and PKC inhibitor (Bisindolylmaleimide I). Western blotting and whole-cell patch clamp technique were used to assess the changes of surface and total protein of GABARγ2 and GABA-activated currents. RESULTS Immunofluorescence showed that D1 receptors (DRD1) were expressed on SGNs. Data from western blotting showed that SS promoted the internalization of cell surface GABAARs, and activating D1Rs had the same result. Inhibiting D1Rs and PKC decreased the internalization of GABAARs. Meanwhile, the phosphorylation level of GABAARγ2 S327 affected by PKC was positively correlated with the degree of internalization of GABAARs. Moreover, whole-cell patch clamp recording showed that inhibition of D1Rs or co-inhibition of D1Rs and PKC attenuated the inhibitory effect of SS on GABA-activated currents. CONCLUSIONS D1Rs mediate the GABAAR internalization induced by SS via a PKC-dependent manner and participate in the excitotoxic process of SGNs.


Asunto(s)
Ototoxicidad/patología , Proteína Quinasa C/metabolismo , Receptores de Dopamina D1/metabolismo , Receptores de GABA-A/metabolismo , Salicilato de Sodio/efectos adversos , Ganglio Espiral de la Cóclea/patología , 2,3,4,5-Tetrahidro-7,8-dihidroxi-1-fenil-1H-3-benzazepina/farmacología , Animales , Benzazepinas , Células Cultivadas , Modelos Animales de Enfermedad , Femenino , Humanos , Hidrazonas/farmacología , Masculino , Modelos Animales , Neuronas/efectos de los fármacos , Neuronas/metabolismo , Ototoxicidad/etiología , Técnicas de Placa-Clamp , Cultivo Primario de Células , Ratas , Receptores de Dopamina D1/agonistas , Receptores de Dopamina D1/antagonistas & inhibidores , Ganglio Espiral de la Cóclea/citología , Ganglio Espiral de la Cóclea/efectos de los fármacos
7.
Eur Arch Otorhinolaryngol ; 278(3): 719-726, 2021 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-32879988

RESUMEN

PURPOSE: The aim of this study was to investigate the pneumatization degree of ethmomaxillary sinus (EMS) and adjacent structures, and its impact on chronic rhinosinusitis (CRS). METHODS: A retrospective analysis of paranasal sinus CT scans of 996 patients was conducted. The maximum vertical diameter of EMS in the coronal plane was measured, allowing EMS to be classified, and its impact on ipsilateral CRS were examined. RESULTS: The prevalence of EMS was 11.9%. The maximum vertical diameter of EMS in the coronal plane ranged from 3.68 to 28.76 mm with a mean (± SD) of 11.32 ± 5.12 mm. The prevalence rates of EMS in CRS sides and non-CRS sides were 12.5% and 9.3%, respectively, which was significantly different (χ2 = 4.495; p < 0.05). The difference in prevalence between the three types of EMS in ipsilateral CRS was statistically significant (χ2 = 6.733; p < 0.05). The difference in Lund-Mackay (LM) score of ipsilateral CRS between the three types showed no statistically significant difference (H = 4.033; p > 0.05). CONCLUSION: EMS is a common anatomical variation with marked individual differences in shape and pneumatization degree. A higher degree of EMS pneumatization may contribute to the occurrence of CRS; this should be investigated before surgery.


Asunto(s)
Senos Paranasales , Rinitis , Sinusitis , Enfermedad Crónica , Humanos , Estudios Retrospectivos , Rinitis/diagnóstico por imagen , Rinitis/epidemiología , Sinusitis/diagnóstico por imagen , Sinusitis/epidemiología , Tomografía Computarizada por Rayos X
8.
Crit Rev Eukaryot Gene Expr ; 30(3): 253-264, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-32749112

RESUMEN

This article serves to evaluate the association of polymorphisms of mismatch repair genes (hMLH1 and hMSH2) with breast cancer (BC) susceptibility through a meta-analysis. Our methods involved extensive research in Chinese and English databases that examined the association of hMLH1 and hMSH2 polymorphisms with susceptibility to BC, strictly abiding by established inclusion and exclusion criteria. Software Stata 12.0 was used for statistical data analysis. A total of 12 studies were available for meta-analysis, published between 2014 and 2017, of which respectively 9 studies explored the association of hMLH1 (rs1799977 A > G and rs63750447 T > A) and 3 studies explored the association of hMSH2 (rs4987188 [Gly322Asp] and rs17217772 [Asn127Ser]) with patients' susceptibility to BC. The results showed that both the rs1799977 A > G polymorphism GA + GG genotype (especially in the Caucasian population) and the rs63750447 T > A polymorphism TA + AA genotype in the hMLH1 gene increased patients' susceptibility to BC. The genotype detection method was selected as a target for subgroup analysis. According to studies where MassARRAY assay was conducted, the rs1799977 A > G polymorphism was correlated with BC susceptibility in the dominant model, while rs4987188 (Gly322Asp) and rs17217772 (Asn127Ser) of the hMSH2 gene presented no observable correlation with the risk for BC. Both the rs1799977 A > G and rs63750447 T > A polymorphisms in the hMLH1 gene showed a significant association with a markedly increased risk for BC, while rs4987188 (Gly322Asp) and rs17217772 (Asn127Ser) of the hMSH2 gene were not clearly correlated with BC susceptibility.


Asunto(s)
Neoplasias de la Mama/genética , Homólogo 1 de la Proteína MutL/genética , Proteína 2 Homóloga a MutS/genética , Adulto , Anciano , Anciano de 80 o más Años , Reparación de la Incompatibilidad de ADN , Femenino , Predisposición Genética a la Enfermedad , Genotipo , Humanos , Persona de Mediana Edad , Polimorfismo de Nucleótido Simple , Adulto Joven
9.
Int Arch Allergy Immunol ; 181(11): 853-861, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-32690852

RESUMEN

BACKGROUND: A hallmark of eosinophilic chronic rhinosinusitis with nasal polyps (eCRSwNP) is mucosal eosinophil-predominant inflammation. Nasal nitric oxide (nNO) is a known biomarker of eosinophilic inflammation in the upper airway. However, the utility of nNO measurement in the upper airway remains controversial. The present study aimed to compare the use of other clinical parameters with nNO to prediagnose patients with eCRSwNP from Central China. METHODS: From June 2019 to December 2019, 70 patients with CRSwNP undergoing endoscopic sinus surgery and 30 healthy subjects were enrolled. nNO measurements were performed in all of these subjects. Computed tomography scans, full blood count with differential analysis, and determination of total immunoglobulin E (total IgE) and plasma cytokines were performed before surgery. Receiver operating characteristic curves and logistic regression analysis were used to assess the predictive potential of the clinical parameters. RESULTS: We recruited 24 patients with eCRSwNP and 46 with noneosinophilic CRSwNP (non-eCRSwNP). In patients with eCRSwNP, nNO levels were significantly higher than those in patients with non-eCRSwNP (p < 0.0001). Blood eosinophil percentages and counts, total IgE, and CT-derived ethmoid sinus and maxillary sinus ratio (E/M ratio) were all significantly higher compared with those in patients with non-eCRSwNP (p < 0.05). To diagnose eCRSwNP, the highest area under the curve (0.803) was determined for nNO. At a cutoff of >329 parts per billion (ppb), the sensitivity was 83.30% and the specificity was 71.70%. However, the levels of plasma cytokines Th1/Th2 were not significantly different between the histological types of CRSwNP (p > 0.05). CONCLUSION: Measurement of nNO is useful for the early diagnosis of eCRSwNP.


Asunto(s)
Pólipos Nasales/diagnóstico , Óxido Nítrico/metabolismo , Pruebas de Función Respiratoria/métodos , Rinitis/diagnóstico , Sinusitis/diagnóstico , Adulto , China , Enfermedad Crónica , Estudios Transversales , Diagnóstico Precoz , Eosinófilos/patología , Espiración , Femenino , Humanos , Recuento de Leucocitos , Masculino , Persona de Mediana Edad , Valor Predictivo de las Pruebas , Pronóstico , Adulto Joven
10.
Artículo en Inglés | MEDLINE | ID: mdl-31020389

RESUMEN

The purpose of this study was to observe the regulatory effects of GABAA (γ-aminobutyric acid A) receptor on the N-methyl-D-aspartate (NMDA) receptor during excitotoxicity in spiral ganglion neurons in the rat cochlea induced by sodium salicylate (SS). Western blot illustrated SS decreased the expression of NMDA receptor 2B subunit (NR2B) surface protein through affecting GABAA receptor, but the total protein content did not significantly change. Y1472 and S1480 are important phosphorylation sites in NR2B, SS downregulated the Fyn-dependent phosphorylation of Y1472 in a manner not related to the CK2 (Casein Kinase 2) dependent phosphorylation of S1480, thus regulating the surface distribution and internalization of NMDA receptor through GABAA receptor. These results suggest that the modified pattern of dynamic balance between excitation and inhibition by coactivation of the GABAA receptor can attenuate the excitatory NMDA receptor under the action of SS, via inhibiting the Fyn-dependent phosphorylation of Y1472.


Asunto(s)
Antiinflamatorios no Esteroideos/toxicidad , Receptores de GABA-A/metabolismo , Receptores de N-Metil-D-Aspartato/metabolismo , Salicilato de Sodio/toxicidad , Ganglio Espiral de la Cóclea/efectos de los fármacos , Animales , Neuronas/efectos de los fármacos , Neuronas/metabolismo , Síndromes de Neurotoxicidad/etiología , Síndromes de Neurotoxicidad/metabolismo , Fosforilación/efectos de los fármacos , Proteínas Proto-Oncogénicas c-fyn/metabolismo , Ratas , Ratas Sprague-Dawley , Ganglio Espiral de la Cóclea/metabolismo
12.
Eur J Med Res ; 29(1): 78, 2024 Jan 27.
Artículo en Inglés | MEDLINE | ID: mdl-38281051

RESUMEN

PURPOSE: Allergic rhinitis (AR) and migraine are among the most common public health problems worldwide. Observational studies on the correlation between AR and migraine have reported inconsistent results. This study aimed to investigate the causal relationship of AR with migraine and its subtypes, including migraine with aura (MA) and migraine without aura (MO). METHODS: Bidirectional two-sample Mendelian randomization (MR) analysis was performed with publicly available summary-level statistics of large genome-wide association studies to estimate the possible causal effects. The inverse variance-weighted method was selected for primary analysis and was supplemented with the weighted median, weighted mode, and MR-Egger methods. The causal analysis using summary effect estimates (CAUSE) were further performed to verify the causality. Several sensitivity tests, including the leave-one-out, Cochran's Q, MR-Egger intercept, and MR-PRESSO tests, were performed to assess the robustness of the results. RESULTS: AR did not exhibit a significant causal correlation with the elevated risk of any migraine (odd ratio (OR), 0.816; 95% confidence interval (CI), 0.511-1.302; P = 0.394), MA (OR, 0.690; 95% CI 0.298-1.593; P = 0.384), or MO (OR, 1.022; 95% CI 0.490-2.131; P = 0.954). Consistently, reverse MR analysis did not reveal causal effects of any migraine or its subtypes on AR. Almost all sensitivity analyses supported the robustness of the results. CONCLUSIONS: This MR study did not reveal a clear causal association between AR and migraine risk. More research is warranted to reveal the complex association between AR and migraine.


Asunto(s)
Trastornos Migrañosos , Rinitis Alérgica , Humanos , Estudio de Asociación del Genoma Completo , Análisis de la Aleatorización Mendeliana , Trastornos Migrañosos/genética , Rinitis Alérgica/epidemiología , Rinitis Alérgica/genética , Suplementos Dietéticos
13.
Am J Transl Res ; 15(2): 1386-1402, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-36915780

RESUMEN

BACKGROUND: Efferocytosis refers to the physiological clearance process of apoptotic cells by specialized and non-phagocytes and it is essential in human health and disease. However, there is a lack of comprehensive and objective reports on the current status of efferocytosis research. Here, we visually analyzed the hotspots and trending issues of efferocytosis research with bibliometric analysis. METHODS: Relevant publications were obtained from the Web of Science Core Collection on February 18, 2022. We performed bibliometric and visual analysis using CiteSpace, VOSviewer, Microsoft Excel 2019, and the online Bibliometric platform. RESULTS: A total of 1007 publications on efferocytosis were retrieved. The number of efferocytosis studies increased rapidly from 2006 to 2021. The country that published the most efferocytosis related articles was the USA and the most productive institutions were Harvard University and Brigham and Women's Hospital. The most prolific and influential author was I. Tabas of Columbia University. Frontiers in Immunology published the most research papers on efferocytosis, the while Journal of Immunology had the highest co-citation frequency. The high-frequency keywords were "efferocytosis", "inflammation", "apoptotic cells", "macrophages", and "apoptosis". The analysis of keywords with the strongest citation bursts identified "cell" and "resolution" as emerging hotspots. CONCLUSION: Our results demonstrated that efferocytosis research increased steadily within the past decade. Current efferocytosis studies focus on three main aspects: mechanisms, basic biology, and potential role in disease. The research trends included the cellular players of the efferocytosis process and the role of efferocytosis in inflammation resolution. This bibliometric analysis presented a comprehensive overview of efferocytosis research and provided valuable references and ideas for scholars interested in this field.

14.
Med Phys ; 50(10): 6269-6282, 2023 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-36995984

RESUMEN

BACKGROUND: The abnormal brain functional connectivity (FC) of patients with mental diseases is closely linked to the transition features among brain states. However, the current research on state transition will produce certain division deviations in the measurement method of state division, and also ignore the transition features among multiple states that contain more abundant information for analyzing brain diseases. PURPOSE: To investigate the potential of the proposed method based on coarse-grained similarity measurement to solve the problem of state division, and consider the transition features among multiple states to analyze the FC abnormalities of autism spectrum disorder (ASD) patients. METHODS: We used resting-state functional magnetic resonance imaging to examine 45 ASD and 47 healthy controls (HC). The FC between brain regions was calculated by the sliding window and correlation algorithm, and a novel coarse-grained similarity measure method was used to cluster the FC networks into five states, and then extract the features both of the state itself and the transition features among multiple states for analysis and diagnosis. RESULTS: (1) The state as divided by the coarse-grained measurement method improves the diagnostic performance of individuals with ASD compared with previous methods. (2) The transition features among multiple states can provide complementary information to the features of the state itself in the ASD analysis and diagnosis. (3) ASD individuals have different brain state transitions than HC. Specifically, the abnormalities in intra- and inter-network connectivity of ASD patients mainly occur in the default mode network, the visual network, and the cerebellum. CONCLUSIONS: Such results demonstrate that our approach with new measurements and new features is effective and promising in brain state analysis and ASD diagnosis.


Asunto(s)
Trastorno del Espectro Autista , Humanos , Trastorno del Espectro Autista/diagnóstico por imagen , Mapeo Encefálico/métodos , Imagen por Resonancia Magnética/métodos , Encéfalo/diagnóstico por imagen , Cerebelo
15.
Allergy Asthma Immunol Res ; 15(1): 67-82, 2023 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-36693359

RESUMEN

PURPOSE: Chronic rhinosinusitis with nasal polyps (CRSwNP) can be classified into eosinophilic CRSwNP (eCRSwNP) and non-eosinophilic CRSwNP (non-eCRSwNP) by tissue biopsy, which is difficult to perform preoperatively. Clinical biomarkers have predictive value for the classification of CRSwNP. We aimed to evaluate the application of artificial neural network (ANN) modeling in distinguishing different endotypes of CRSwNP based on clinical biomarkers. METHODS: Clinical parameters were collected from 109 CRSwNP patients, and their predictive ability was analyzed. ANN and logistic regression (LR) models were developed in the training group (72 patients) and further tested in the test group (37 patients). The output variable was the diagnosis of eCRSwNP, defined as tissue eosinophil count > 10 per high-power field. The receiver operating characteristics curve was used to assess model performance. RESULTS: A total of 15 clinical features from 60 healthy controls, 60 eCRSwNP and 49 non-eCRSwNP were selected as candidate predictors. Nasal nitric oxide levels, peripheral eosinophil absolute count, total immunoglobulin E, and ratio of bilateral computed tomography scores for the ethmoid sinus and maxillary sinus were identified as important features for modeling. Two ANN models based on 4 and 15 clinical features were developed to predict eCRSwNP, which showed better performance, with the area under the receiver operator characteristics significantly higher than those from the respective LR models (0.976 vs. 0.902, P = 0.048; 0.970 vs. 0.845, P = 0.011). All ANN models had better fits than single variable prediction models (all P < 0.05), and ANN model 1 had the best predictive performance among all models. CONCLUSIONS: Machine learning models assist clinicians in predicting endotypes of nasal polyps before invasive detection. The ANN model has the potential to predict eCRSwNP with high sensitivity and specificity, and is superior to the LR model. ANNs are valuable for optimizing personalized patient management.

16.
World Allergy Organ J ; 16(8): 100811, 2023 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-37701629

RESUMEN

Background: Allergen immunotherapy is the only etiological treatment for allergic rhinitis. Objective: To analyze the efficacy, safety, and mechanism of subcutaneous immunotherapy (SCIT). Methods: The efficacy, safety, and serum immunological changes of 3 modes of subcutaneous immunotherapy were compared. Peripheral blood mononuclear cells (PBMC) transcriptome changes were obtained on the Illumina sequencing platforms. We confirmed differentially expressed genes (DEGs) by quantitative real-time polymerase chain reaction (PCR). The DEGs were analyzed by gene ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), and protein-protein interaction (PPI) networks. The correlation between the common DEGs and clinical indicators was analyzed by Origin 2022. Results: The 3 SCITs were all effective after 1 year. The Combined Symptom and Medication Score (CSMS) and Visual Analog Score (VAS) in rush immunotherapy (RIT) are lowest after 24 and 48 weeks of treatment among the 3 groups. After treatment, the levels of sIgE, sIgE/tIgE, Th2 cytokines, Th17 cytokines, and percentage of peripheral eosinophils (EOS%) decreased significantly (P<0.05), while the levels of Th1 type cytokines did not change significantly. Transcriptome analysis identified 24, 24, and 91 DEGs at W3 and 42, 52, 175 DEGs at W7 in conventional immunotherapy (CIT), cluster immunotherapy (CLIT), and RIT groups, respectively. The pathways and functions involved in SCIT include secretion of Th1/2 cytokines, immune cell differentiation. Unlike CIT and CLIT, DEGs are also involved in T cell tolerance induction, T cell anergy, and lymphocyte anergy in RIT. CXCR1, CXCR2, and IER3 had a specific effect on reflecting the improvement of symptoms in allergic rhinitis patients with SCIT. Conclusion: The clinical efficacy of RIT appeared earlier than CIT and CLIT. Clinicians can use the highly conserved gene expression profile to evaluate responses to immunotherapy.

17.
Laryngoscope ; 133(12): 3304-3312, 2023 12.
Artículo en Inglés | MEDLINE | ID: mdl-37255052

RESUMEN

OBJECTIVES: To investigate the value of secretions Eosinophilic cationic protein (ECP) detection in the diagnosis of endotypes of Chronic rhinosinusitis (CRS) and its correlation with clinical symptoms, so as to provide guidance for the clinical application of EOS and ECP detection in secretions. METHODS: Patients' nasal secretions and polyps (or middle turbinate for control) were collected and their EOS% and ECP levels were measured. Correlation analysis was performed for EOS% and ECP levels in secretions and tissues, respectively. The correlation between secretions EOS% and ECP and clinical symptom scores (symptomatic visual analog scale (VAS) scores, Lanza-kennedy scores from nasal endoscopy and Lund-Mackay scores from sinus CT) was further analyzed. Receiver operating characteristic curves were used to assess the predictive potential of EOS% and ECP in nasal secretions. RESULTS: Eosinophilic chronic rhinosinusitis (ECRS) patients had higher concentrations of ECP in nasal secretions than healthy subjects and NECRS (non-eosinophilic CRS) (p < 0.0001;0.0001); EOS% in nasal secretions was higher in ECRS than healthy subjects (p = 0.0055), but the differences between ECRS and NECRS were not statistically significant (p = 0.0999). Correlation analysis showed that tissue EOS% was correlated with ECP concentration and EOS% in nasal secretions (R = 0.5943;0.2815). There was a correlation between EOS% in secretions with a total LM score (R = 0.3131); ECP concentration in secretions with a total LK score (R = 0.3792). To diagnose ECRS, the highest area under the curve (0.8230) was determined for ECP in secretions; the highest area under the curve (0.6635) was determined for EOS% in secretions. CONCLUSION: Measurement of ECP in nasal secretions is useful for non-invasive diagnosis of ECRS. LEVEL OF EVIDENCE: 3 Laryngoscope, 133:3304-3312, 2023.


Asunto(s)
Eosinofilia , Pólipos Nasales , Rinitis , Sinusitis , Humanos , Rinitis/diagnóstico , Rinitis/metabolismo , Proteína Catiónica del Eosinófilo , Eosinofilia/diagnóstico , Pólipos Nasales/diagnóstico , Pólipos Nasales/metabolismo , Sinusitis/diagnóstico , Sinusitis/metabolismo , Enfermedad Crónica , Eosinófilos
18.
Mol Med Rep ; 26(5)2022 11.
Artículo en Inglés | MEDLINE | ID: mdl-36177892

RESUMEN

Ubiquitin­specific peptidase 25 (USP25) is a key deubiquitylase belonging to the USP superfamily that is primarily involved in inflammation and the immune response. Thymic stromal lymphopoietin (TSLP) is an epithelial­derived cytokine that is regarded as the master switch that initiates and maintains the type 2 immune response in allergic rhinitis (AR). However, the molecular mechanisms by which USP25 regulates TSLP signaling in the nasal epithelium in AR remain unclear. The present study assessed the protein expression levels of USP25 in the nasal epithelium of patients with AR. Moreover, USP25 knockout (KO) and wild­type (WT) mice were treated with ovalbumin (OVA) to establish a model of AR. The results of western blotting and immunohistochemistry in the present study demonstrated that the protein expression levels of USP25 were significantly decreased in the nasal mucosa of patients with AR and AR mice, whereas the protein expression levels of TSLP were significantly increased. Allergic inflammation was more severe in USP25 KO mice compared with WT mice exposed to OVA, as demonstrated by increased nose scratching and sneezing, increased eosinophil infiltration, goblet cell hyperplasia and enhanced T helper type 2 (Th2) cytokine production. The results of in vitro experiments demonstrated that silencing or overexpression of USP25 decreased or increased TNF receptor­associated factor 3 (TRAF3) protein expression levels, respectively, in human nasal epithelial cells, whereas TSLP protein expression levels were negatively associated with the expression of USP25 and TRAF3. In summary, USP25 downregulation enhanced TSLP signaling in the nasal mucosal epithelium via decreased TRAF3 expression, thereby exacerbating inflammation in AR. Therefore, USP25 may act as a novel therapeutic target in AR.


Asunto(s)
Rinitis Alérgica , Factor 3 Asociado a Receptor de TNF , Animales , Citocinas/metabolismo , Enzimas Desubicuitinizantes/metabolismo , Modelos Animales de Enfermedad , Regulación hacia Abajo , Humanos , Inflamación/metabolismo , Ratones , Ratones Endogámicos BALB C , Ratones Noqueados , Mucosa Nasal/metabolismo , Ovalbúmina , Rinitis Alérgica/tratamiento farmacológico , Factor 3 Asociado a Receptor de TNF/metabolismo , Ubiquitina Tiolesterasa/genética , Ubiquitina Tiolesterasa/metabolismo , Proteasas Ubiquitina-Específicas/genética , Proteasas Ubiquitina-Específicas/metabolismo , Linfopoyetina del Estroma Tímico
19.
Front Immunol ; 13: 1045795, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36389800

RESUMEN

Background: In recent decades, dramatic changes in modern environmental exposures and lifestyles have resulted in a steep rise in the prevalence of allergic diseases such as asthma, allergic rhinitis, atopic dermatitis and food allergies. Evidence is mounting that the microbiota plays a crucial role in allergic disorder development and evolution. Therefore, a better understanding of allergic diseases within the context of the microbiota is urgently needed. This work aimed to comprehensively outline general characteristics, research hotspots, evolution routes, and emerging trends in this area. Methods: Relevant publications from January 2002 to December 2021 were obtained from the Web of Science Core Collection on 5 August 2022. Bibliometric and visual analyses were performed using CiteSpace; VOSviewer; an online bibliometric platform; and Microsoft Excel 2019. Results: In total, 2535 documents met the requirements. The annual number of publications has shown rapid growth in the last two decades. The USA, University of California System, and Isolauri E of the University of Turku were the most productive and influential country, institution, and author, respectively. The Journal of Allergy and Clinical Immunology was the most prolific and most cocited journal. High-frequency keywords included "gut microbiota", "asthma", "atopic dermatitis", "children", and "probiotics". Recent studies have focused on "atopic dermatitis", "skin", "asthma", and "probiotics", according to the cocitation analysis of references. Burst detection analysis of keywords showed that "community", "skin microbiome", "microbiome", "Staphylococcus aureus", and "chain fatty acid" were emerging research frontiers, which currently have ongoing bursts. Conclusion: In the last 20 years, studies of the microbiota in allergic diseases have been flourishing, and the themes have been increasing in depth. These findings provide valuable references on the current research hotspots and gaps and development trends in the link between the microbiota and allergic diseases.


Asunto(s)
Asma , Dermatitis Atópica , Microbioma Gastrointestinal , Microbiota , Humanos , Bibliometría , Dermatitis Atópica/epidemiología , Asma/epidemiología
20.
Am J Transl Res ; 14(12): 8504-8522, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36628244

RESUMEN

BACKGROUND AND OBJECTIVE: Ten-eleven translocation-2 (TET2) is member of the methylcytosine dioxygenase family and plays important roles in a variety of physiological and pathological processes; however, no bibliometric analysis has been performed to methodically evaluate the scientific research on TET2. Therefore, the aim of this study was to conduct a visual and scientometric analysis of TET2 research and to explore its current landscape, future direction, and research frontiers. METHODS: Publications related to TET2 research were retrieved from the Web of Science Core Collection (WoSCC) from 2009 to 2021. Excel, CiteSpace, and VOSviewer were utilized to perform the bibliometric visualization analysis. RESULTS: A total of 2384 articles were retrieved. The number of publications on TET2 has been steadily increasing from 2009 to 2021. The USA is the top contributor to the topic, with the largest number of publications. Harvard University and the Institut National de la Santé et de la Recherche Médicale were the leading institutions, while Levine RL of Memorial Sloan-Kettering Cancer Center is the most prolific and influential author. In TET2-related publications, the high-frequency keywords were: "tet2", "DNA methylation", "5-hrdroxymethylcytosine", "5-methylcytosine", "mutations", and "acute myeloid-leukemia". Based on keyword bursts, the emerging TET2 research hotspots include "inflammation", "gene expression", "landscape", and "clonal hematopoiesis". CONCLUSION: Research on TET2 is constantly growing and evolving during the last decade. Here, we provide an objective and comprehensive analysis of the global status, research hotspots, and potential trends in the field of TET2 research by using a bibliometric approach. These results will assist researchers in mastering the knowledge structure and guiding the future research directions of TET2.

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