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1.
Brief Bioinform ; 25(3)2024 Mar 27.
Artigo em Inglês | MEDLINE | ID: mdl-38622358

RESUMO

N6-methyladenosine (m6A) is the most abundant mRNA modification within mammalian cells, holding pivotal significance in the regulation of mRNA stability, translation and splicing. Furthermore, it plays a critical role in the regulation of RNA degradation by primarily recruiting the YTHDF2 reader protein. However, the selective regulation of mRNA decay of the m6A-methylated mRNA through YTHDF2 binding is poorly understood. To improve our understanding, we developed m6A-BERT-Deg, a BERT model adapted for predicting YTHDF2-mediated degradation of m6A-methylated mRNAs. We meticulously assembled a high-quality training dataset by integrating multiple data sources for the HeLa cell line. To overcome the limitation of small training samples, we employed a pre-training-fine-tuning strategy by first performing a self-supervised pre-training of the model on 427 760 unlabeled m6A site sequences. The test results demonstrated the importance of this pre-training strategy in enabling m6A-BERT-Deg to outperform other benchmark models. We further conducted a comprehensive model interpretation and revealed a surprising finding that the presence of co-factors in proximity to m6A sites may disrupt YTHDF2-mediated mRNA degradation, subsequently enhancing mRNA stability. We also extended our analyses to the HEK293 cell line, shedding light on the context-dependent YTHDF2-mediated mRNA degradation.


Assuntos
Adenina , Proteínas de Ligação a RNA , Fatores de Transcrição , Animais , Humanos , Células HEK293 , Células HeLa , Estabilidade de RNA , RNA Mensageiro/genética , RNA Mensageiro/metabolismo , Proteínas de Ligação a RNA/genética , Proteínas de Ligação a RNA/metabolismo , Fatores de Transcrição/metabolismo
2.
ArXiv ; 2024 Jan 15.
Artigo em Inglês | MEDLINE | ID: mdl-38292306

RESUMO

N6-methyladenosine (m6A) is the most abundant mRNA modification within mammalian cells, holding pivotal significance in the regulation of mRNA stability, translation, and splicing. Furthermore, it plays a critical role in the regulation of RNA degradation by primarily recruiting the YTHDF2 reader protein. However, the selective regulation of mRNA decay of the m6A-methylated mRNA through YTHDF2 binding is poorly understood. To improve our understanding, we developed m6A-BERT-Deg, a BERT model adapted for predicting YTHDF2-mediated degradation of m6A-methylated mRNAs. We meticulously assembled a high-quality training dataset by integrating multiple data sources for the HeLa cell line. To overcome the limitation of small training samples, we employed a pre-training-fine-tuning strategy by first performing a self-supervised pre-training of the model on 427,760 unlabeled m6A site sequences. The test results demonstrated the importance of this pre-training strategy in enabling m6A-BERT-Deg to outperform other benchmark models. We further conducted a comprehensive model interpretation and revealed a surprising finding that the presence of co-factors in proximity to m6A sites may disrupt YTHDF2-mediated mRNA degradation, subsequently enhancing mRNA stability. We also extended our analyses to the HEK293 cell line, shedding light on the context-dependent YTHDF2-mediated mRNA degradation.

3.
Acta Pharmaceutica Sinica ; (12): 198-201, 2024.
Artigo em Chinês | WPRIM (Pacífico Ocidental) | ID: wpr-1005430

RESUMO

To establish and optimize a method for the detection of recombinant human midkine (rhMK) activity and verify its methodology, cell counting kit-8 (cck-8) method was used to measure the proliferation activity of rat knee chondrocytes. The specificity, accuracy, precision, linearity and robustness of the method were also verified in this study. The established method was proven to have good specificity because the buffer of rhMK and recombinant human interleukin-1 receptor antagonist have no obvious active effect; the recoveries of the samples with relative activities of 50%, 75%, 100%, 125%, 150% were in the range of 80.0% to 124.0% by statistical analysis, the relative standard deviations (RSD) of relative potency were all within 20%, the linear correlation coefficient, R2 ≥ 0.98, suggesting that the accuracy, precision and linearity of the method were good; the robustness correlation coefficient, R2 ≥ 0.92 and the ratio of maximum to minimum of sigmoidal dose-response were no less than 1.5, indicating that robustness of the methods was good. In conclusion, a bioactivity measurement method for rhMK was established and fully validated in this study and it provides a reliable method for the bioactivity analysis of rhMK routine samples during the development. This study was approved by the Animal Care and Use Committee of Shanghai Model Organisms Center, Inc. (approval number: 2019-0008-06).

4.
Artigo em Chinês | WPRIM (Pacífico Ocidental) | ID: wpr-986007

RESUMO

Objective: To investigate the effect and mechanism of miR-96-5p on apoptosis of PC12 cells induced by maltol aluminum. Methods: In January 2021, PC12 cells at logarithmic growth phase were divided into blank control group and low, medium and high dose group. Cells in each group were treated with 0, 100, 200 and 400 μmol/L maltol aluminum for 24 hours respectively. Cells were collected and cell apoptosis rates were detected by flow cytometry, miR-96-5p and insulin receptor substrate 1 (IRS1) mRNA expressions were detected by qRT-PCR, and the protein expression levels of cysteine protease 3 (Caspase3) 、activated cysteine protease 3 (Cleaved-caspase3) 、IRS1、phosphorylated protein kinase B (p-AKT) and phosphorylated glucose synthesis kinase 3β (p-GSK3β) were detected by western blotting. The target binding relationship between miR-96-5p and IRS1 was detected by double luciferase reporter gene experiment. The miR-96-5p inhibitor cells and negative control cells were constructed after transfecting PC12 cells with miR-96-5p inhibitor for 24 hours. The cells were divided into blank control group, negative control group, aluminum exposure group, aluminum exposure+negative control group, aluminum exposure+miR-96-5p inhibition group, and miR-96-5p inhibition group. After transfecting PC12 cells with miR-96-5p inhibition and IRS1 siRNA for 24 h, the cells were divided into aluminum exposure+miR-96-5p inhibition+negative control group and aluminum exposure+miR-96-5p inhibition+IRS1 inhibition group. The control group was cultured in complete culture medium, and cells in the aluminum exposure group were treated with 200 μmol/L maltol aluminum for 24 hours. Cells in each group were collected and the apoptosis rate, miR-96-5p and IRS1 mRNA expression levels, as well as protein expression levels of Caspase3, Cleaved-caspase3, IRS1, p-AKT, and p-GSK3β were measured. Results: After 24 hours of exposure, compared with blank control group and low-dose group, the apoptosis rates, relative expressions of Caspase3 and Cleaved-caspase3 proteins, and relative expressions of miR-96-5p in the medium and high-dose groups of PC12 cells were significantly increased, while the relative expression levels of IRS1 mRNA, IRS1, p-AKT and p-GSK3β proteins were significantly decreased (P<0.05). Targetscan prediction and double luciferase report experiment both proved that IRS1 was a direct target gene of miR-96-5p. In the transfection experiment, compared with the aluminum exposure group, the apoptosis rate, the relative expressions of Caspase3 and Cleaved-caspase3 proteins, the relative expression of miR-96-5p in the aluminum exposure+miR-96-5p inhibition group were significantly decreased, while the relative expression levels of IRS1 mRNA and IRS1, p-AKT and p-GSK3β proteins were significantly increased (P<0.05). In the IRS1 low expression experiment, compared with the aluminum exposure+miR-96-5p inhibition+negative control group, the apoptosis rate, the relative expressions of Caspase3 and Cleaved-caspase3 proteins in the aluminum exposure+miR-96-5p inhibition+IRS1 inhibition group were significantly increased, while the relative expression levels of IRS1 mRNA and IRS1, p-AKT and p-GSK3β proteins were significantly decreased (P<0.05) . Conclusion: The increased expression of miR-96-5p and the targeted inhibition of IRS1 may be one of the mechanisms of apoptosis of PC12 cells induced by maltol aluminum exposure.


Assuntos
Animais , Ratos , Alumínio/toxicidade , Apoptose , Proliferação de Células , Glicogênio Sintase Quinase 3 beta/metabolismo , Proteínas Substratos do Receptor de Insulina/metabolismo , MicroRNAs/metabolismo , Células PC12 , Proteínas Proto-Oncogênicas c-akt/metabolismo , RNA Mensageiro
5.
International Eye Science ; (12): 2070-2076, 2023.
Artigo em Chinês | WPRIM (Pacífico Ocidental) | ID: wpr-998492

RESUMO

AIM: To observe the epithelial remodeling of femtosecond laser-assisted stromal lenticule addition keratoplasty combined with corneal collagen cross-linking(SLAK-CXL)in patients with progressive keratoconus, investigate the remodeling rules of corneal epithelial and influencing factors, and provide clinical data for further refractive correction.METHODS: Retrospective and observational study. A total of 28 keratoconus patients(29 eyes)who received SLAK-CXL from September 2020 to October 2021 were included. Preoperative and postoperative visual acuity, intraocular pressure(IOP), diopter, keratometry and corneal epithelial thickness(CET)were recorded. The trend of CET change was observed. The factors affecting CET were analyzed according to the thickness and depth of the lenticule.RESULTS: Flattest meridian keratometry(Kf)and steepest meridian keratometry(Ks)at 1mo postoperatively were significantly larger than those preoperatively(P&#x003C;0.05). The thinnest corneal thickness(TCT)at 1, 2, 6mo and 1a postoperatively were significantly larger than preoperative(P&#x003C;0.05). The CET changed with time, with the central CET showing a larger variation tendency. The CET of superior, superior nasal, nasal, superior temporal in paracentral area were thinned, the CET of superior, temporal, superior temporal in midperipheral area were thinned, while the CET of superior nasal was thickened in peripheral area at 1, 2, 6mo and 1a postoperatively. The variation of CET was not correlated with the thickness or depth of lenticule at 1a postoperatively(P&#x003E;0.05).CONCLUSIONS: It is firstly found that the corneal morphology has changed after SLAK-CXL. CET decreases and then increases and then decreases again. At 1a postoperatively, the CET of the central and paracentral areas is thinner, while the CET of the midperipheral and peripheral areas is thicker. The degree of epithelial remodeling is not correlated with lenticule thickness or depth.

6.
Artigo em Chinês | WPRIM (Pacífico Ocidental) | ID: wpr-992696

RESUMO

Objective:To evaluate the shoulder arthroscopic treatment of avulsion fracture of humeral greater tuberosity with double-row suture bridge.Methods:Retrospectively analyzed were the 13 avulsion fractures of humeral greater tuberosity which had been treated by shoulder arthroscopic double-row suture bridge at Bone and Joint Department, Guangzhou Liwan District Orthopedic Hospital from March, 2018 to March, 2020. There were 6 males and 7 females, with an average ages of 52.3 years (from 35 to 69 years). According to the Mutch classification, all the fractures of humeral greater tuberosity were attributed to the avulsion type. Of them, 3 were simple avulsion fractures of humeral greater tuberosity and 10 were complicated with shoulder anterior dislocation which was reduced manually before operation. There were 3 obsolete avulsion fractures of humeral greater tuberosity. Regular clinic and X-ray follow-ups were carried out. At the final follow-up, the pain, range of motion (ROM) and stability of the shoulder joint were assessed using visual analogue scale (VAS), American shoulder elbow scores (ASES), and Korean shoulder scores (KSS).Results:All the patients were followed up for an average of 12.3 months (from 10 to 16 months) postoperatively. No infection or shoulder instability was observed. At the final follow-up, the abduction and elevation averaged 164.6° (from 135° to 180°), the lateral external rotation 62.7° (from 40° to 80°), the internal rotation touch back test T10 level (from L2 to T6), the VAS 0.65 (from 0 to 2.5), the ASES 90.5 (from 78 to 100), and the KSS 91.5 (from 84 to 100).Conclusion:Shoulder arthroscopic treatment of avulsion fracture of humeral greater tuberosity with double-row suture bridge is minimally invasive and allows for repair of combined injury, leading to quick postoperative recovery.

7.
Artigo em Chinês | WPRIM (Pacífico Ocidental) | ID: wpr-982238

RESUMO

On October 21, 2021, the National Medical Products Administration issued and implemented the Self-examination Management Regulations for Medical Device Registration. The regulations clarify the specific requirements of the registration applicants in the process of self-examination, and put forward detailed requirements from the aspects of self-examination ability, self-examination report, declaration materials and responsibility requirements, so as to ensure the orderly development of the self-examination of medical device registration. Based on the actual verification work of in vitro diagnostic reagent, this study briefly discussed the understanding of the relevant contents of the regulations, aiming to provide some reference for enterprises and related supervision departments that have the requirement of registered self-examination.


Assuntos
Legislação de Dispositivos Médicos , Kit de Reagentes para Diagnóstico/normas
8.
Artigo em Chinês | WPRIM (Pacífico Ocidental) | ID: wpr-981331

RESUMO

With the increase in the medical level, the improvement of adverse drug reaction(ADR) monitoring systems, and the enhancement of public awareness of safe medication, drug safety incidents have been frequently reported. Drug-induced liver injury(DILI), especially liver injury attributed to herbal and dietary supplements(HDS), has globally attracted high attention, bringing great threats and severe challenges to the people for drug safety management such as clinical medication and medical supervision. Consensus on drug-induced liver injury had been published by the Council for International Organizations of Medical Sciences(CIOMS) in 2020. In this consensus, liver injury attributed to HDS was included in a special chapter for the first time. The hot topics, including the definition of HDS-induced liver injury, epidemiological history, potential risk factors, collection of related risk signals, causality assessment, risk prevention, control and management were discussed from a global perspective. Based on the previous works, some experts from China were invited by CIOMS to undertake the compilation of this chapter. Meanwhile, a new causality assessment in DILI based on the integrated evidence chain(iEC) method was widely recognized by experts in China and abroad, and was recommended by this consensus. This paper briefly introduced the main contents, background, and characteristics of the Consensus on drug-induced liver injury. Significantly, a brief interpretation was illustrated to analyze the special highlights of Chapter 8, "Liver injury attributed to HDS", so as to provide practical references for the medical staff and the researchers who worked on either Chinese or Western medicine in China.


Assuntos
Humanos , Consenso , Doença Hepática Induzida por Substâncias e Drogas/etiologia , Fatores de Risco , Suplementos Nutricionais/efeitos adversos
9.
Artigo em Chinês | WPRIM (Pacífico Ocidental) | ID: wpr-971042

RESUMO

OBJECTIVES@#To investigate the influencing factors for asthma management and asthma control level in children.@*METHODS@#A total of 202 children with a confirmed diagnosis of asthma were enrolled. The questionnaire of asthma control level and family management was used to investigate the influencing factors for asthma control level and the indicators of family management. The awareness of childhood asthma and its management was analyzed among the parents, as well as the influence on asthma control level in children, and the association between them was analyzed.@*RESULTS@#Compared with the non-complete control group, the complete control group had significantly longer course of asthma and treatment time (P<0.05). The proportions of asthma attacks ≥3 times and aerosol treatment for asthma attacks >3 times in one year in the complete control group were significantly lower than those in the non-complete control group (P<0.05). The complete control group had a significantly lower proportion of children with frequent respiratory infection, wheezing during respiratory infection, or a family history of allergic diseases (P<0.05). The parents in the complete control group had significantly stronger awareness of short-term escalation to asthma medication after respiratory infection and significantly enhanced management of maintenance medication (P<0.05). Compared with the complete control group, the non-complete control group had a significantly higher proportion of children with abnormal pulmonary function at the initial stage (P<0.05). The level of asthma control in children was associated with short-term escalation to asthma medication during respiratory infection and initial lung function (P<0.05).@*CONCLUSIONS@#The level of asthma control in children is closely associated with the severity of asthma and the comprehensive management of childhood asthma. Early treatment and family management, especially escalation to asthma medication during the early stage of respiratory infection, are of great importance in asthma control. Citation:Chinese Journal of Contemporary Pediatrics, 2023, 25(1): 73-79.


Assuntos
Criança , Humanos , Asma/diagnóstico , Hipersensibilidade/diagnóstico , Pulmão , Infecções Respiratórias , Pais , Sons Respiratórios
10.
Cancers (Basel) ; 14(19)2022 Sep 29.
Artigo em Inglês | MEDLINE | ID: mdl-36230685

RESUMO

Deep learning has been applied in precision oncology to address a variety of gene expression-based phenotype predictions. However, gene expression data's unique characteristics challenge the computer vision-inspired design of popular Deep Learning (DL) models such as Convolutional Neural Network (CNN) and ask for the need to develop interpretable DL models tailored for transcriptomics study. To address the current challenges in developing an interpretable DL model for modeling gene expression data, we propose a novel interpretable deep learning architecture called T-GEM, or Transformer for Gene Expression Modeling. We provided the detailed T-GEM model for modeling gene-gene interactions and demonstrated its utility for gene expression-based predictions of cancer-related phenotypes, including cancer type prediction and immune cell type classification. We carefully analyzed the learning mechanism of T-GEM and showed that the first layer has broader attention while higher layers focus more on phenotype-related genes. We also showed that T-GEM's self-attention could capture important biological functions associated with the predicted phenotypes. We further devised a method to extract the regulatory network that T-GEM learns by exploiting the attributions of self-attention weights for classifications and showed that the network hub genes were likely markers for the predicted phenotypes.

11.
J Clin Immunol ; 42(8): 1730-1741, 2022 11.
Artigo em Inglês | MEDLINE | ID: mdl-35947322

RESUMO

PURPOSE: Anti-granulocyte-macrophage colony-stimulating factor autoantibodies (anti-GM-CSF Abs) are a predisposing factor for pulmonary alveolar proteinosis (PAP) and Cryptococcus gattii cryptococcosis. This study aimed to investigate clinical manifestations in anti-GM-CSF Ab-positive patients with C. gattii cryptococcosis and analyze the properties of anti-GM-CSF Abs derived from these patients and patients with PAP. METHODS: Thirty-nine patients diagnosed with cryptococcosis (caused by C. neoformans or C. gattii) and 6 with PAP were enrolled in the present study. Clinical information was obtained from medical records. Blood samples were collected for analysis of autoantibody properties. We also explored the National Health Insurance Research Database (NHIRD) of Taiwan to investigate the epidemiology of cryptococcosis and PAP. RESULTS: High titers of neutralizing anti-GM-CSF Abs were identified in 15 patients with cryptococcosis (15/39, 38.5%). Most anti-GM-CSF Ab-positive cryptococcosis cases had central nervous system (CNS) involvement (14/15, 93.3%). Eleven out of 14 (78.6%) anti-GM-CSF Ab-positive CNS cryptococcosis patients were confirmed to be infected with C. gattii, and PAP did not occur synchronously or metachronously in a single patient from our cohort. Exploration of an association between HLA and anti-GM-CSF Ab positivity or differential properties of autoantibodies from cryptococcosis patients and PAP yielded no significant results. CONCLUSION: Anti-GM-CSF Abs can cause two diseases, C. gattii cryptococcosis and PAP, which seldom occur in the same subject. Current biological evidence regarding the properties of anti-GM-CSF Abs cannot provide clues regarding decisive mechanisms. Further analysis, including more extensive cohort studies and investigations into detailed properties, is mandatory to better understand the pathogenesis of anti-GM-CSF Abs.


Assuntos
Criptococose , Proteinose Alveolar Pulmonar , Humanos , Autoanticorpos , Criptococose/diagnóstico , Criptococose/epidemiologia , Proteinose Alveolar Pulmonar/diagnóstico , Proteinose Alveolar Pulmonar/etiologia , Fator Estimulador de Colônias de Granulócitos e Macrófagos/imunologia
12.
J Exp Med ; 219(9)2022 09 05.
Artigo em Inglês | MEDLINE | ID: mdl-35833912

RESUMO

Anti-interferon (IFN)-γ autoantibodies (AIGAs) are a pathogenic factor in late-onset immunodeficiency with disseminated mycobacterial and other opportunistic infections. AIGAs block IFN-γ function, but their effects on IFN-γ signaling are unknown. Using a single-cell capture method, we isolated 19 IFN-γ-reactive monoclonal antibodies (mAbs) from patients with AIGAs. All displayed high-affinity (KD < 10-9 M) binding to IFN-γ, but only eight neutralized IFN-γ-STAT1 signaling and HLA-DR expression. Signal blockade and binding affinity were correlated and attributed to somatic hypermutations. Cross-competition assays identified three nonoverlapping binding sites (I-III) for AIGAs on IFN-γ. We found that site I mAb neutralized IFN-γ by blocking its binding to IFN-γR1. Site II and III mAbs bound the receptor-bound IFN-γ on the cell surface, abolishing IFN-γR1-IFN-γR2 heterodimerization and preventing downstream signaling. Site III mAbs mediated antibody-dependent cellular cytotoxicity, probably through antibody-IFN-γ complexes on cells. Pathogenic AIGAs underlie mycobacterial infections by the dual blockade of IFN-γ signaling and by eliminating IFN-γ-responsive cells.


Assuntos
Infecções por Mycobacterium , Receptores de Interferon , Anticorpos Monoclonais , Autoanticorpos , Impedância Elétrica , Humanos , Interferon gama , Infecções por Mycobacterium/genética , Infecções por Mycobacterium/microbiologia , Receptores de Interferon/genética
13.
Preprint em Inglês | bioRxiv | ID: ppbiorxiv-484037

RESUMO

Many neutralizing antibodies (nAbs) elicited to ancestral SARS-CoV-2 through natural infection and vaccination generally have reduced effectiveness to SARS-CoV-2 variants. Here we show therapeutic antibody ADG20 is able to neutralize all SARS-CoV-2 variants of concern (VOCs) including Omicron (B.1.1.529) as well as other SARS-related coronaviruses. We delineate the structural basis of this relatively escape-resistant epitope that extends from one end of the receptor binding site (RBS) into the highly conserved CR3022 site. ADG20 can then benefit from high potency through direct competition with ACE2 in the more variable RBS and interaction with the more highly conserved CR3022 site. Importantly, antibodies that are able to target this site generally neutralize all VOCs, albeit with reduced potency against Omicron. Thus, this highly conserved and vulnerable site can be exploited for design of universal vaccines and therapeutic antibodies.

14.
Preprint em Inglês | bioRxiv | ID: ppbiorxiv-479488

RESUMO

Pan-betacoronavirus neutralizing antibodies may hold the key to developing broadly protective vaccines against coronaviruses that cause severe disease, for anticipating novel pandemic-causing viruses, and to respond more effectively to SARS-CoV-2 variants. The emergence of the Omicron variant of SARS-CoV-2 has illustrated the limitations of solely targeting the receptor binding domain (RBD) of the envelope Spike (S)-protein. Here, we isolated a large panel of broadly neutralizing antibodies (bnAbs) from SARS-CoV-2 recovered-vaccinated donors that target a conserved S2 region in the fusion machinery on betacoronavirus spikes. Select bnAbs show broad in vivo protection against all three pathogenic betacoronaviruses, SARS-CoV-1, SARS-CoV-2 and MERS-CoV, that have spilled over into humans in the past 20 years to cause severe disease. The bnAbs provide new opportunities for antibody-based interventions and key insights for developing pan-betacoronavirus vaccines.

15.
Spectrochim Acta A Mol Biomol Spectrosc ; 267(Pt 2): 120549, 2022 Feb 15.
Artigo em Inglês | MEDLINE | ID: mdl-34810098

RESUMO

DNAs' photostability is significant to the normal function of organisms. P-Z is a hydrogen bonded artificial DNA base pair, where P and Z represent 2-amino-imidazo[1,2-a]-1,3,5-triazin-4(8H)one and 6-amino-5nitro-2(1H)-pyridone, respectively. The excited-state relaxation mechanism of P-Z pair is investigated using static TDDFT calculations combined with the non-adiabatic dynamic simulations at TDDFT level. The roles of nitro rotation, nitro out-of-plane deformation, and single proton transfer (SPT) along hydrogen bond are revealed. The results of potential energy profile calculations demonstrate that the SPT processes along the hydrogen bonds are unfavorable to occur statically, which is in great contrast to the natural base pair. The non-adiabatic dynamic simulations show that the excited-state nitro rotation and nitro out-of-plane deformation are the two important relaxation channels which lead to the fast internal conversion to S0 state. The SPT from Z to P is also observed, followed by distortion on P, inducing the fast internal conversion to S0 state. However, this channel (decay via SPT process) plays minor roles on the excited-state relaxation mechanism statistically. This work shows the great differences of the excited-state relaxation mechanism between the natural base pairs and artificial base pair, also sheds new light into the role of hydrogen bond and nitro group in P-Z base pair.


Assuntos
DNA , Prótons , Pareamento de Bases , Ligação de Hidrogênio , Estrutura Molecular
16.
Chinese Journal of Radiology ; (12): 1332-1338, 2022.
Artigo em Chinês | WPRIM (Pacífico Ocidental) | ID: wpr-956789

RESUMO

Objective:To investigate the efficacy of a machine learning model based on radiomics of brain lesions on T 2WI in differentiating multiple sclerosis (MS) from neuromyelitis optica spectrum disorders (NMOSD). Methods:Totally 223 MS and NMOSD patients who were treated from January 2009 to September 2018 in Beijing Tiantan Hospital Affiliated to Capital Medical University, Donghu Branch of the First Affiliated Hospital of Nanchang University, Tianjin Medical University General Hospital, and Xuanwu Hospital of Capital Medical University were analyzed retrospectively, and according to the proportion of 7∶3, 223 patients were completely randomly divided into training set (156 cases) and test set (67 cases). A total of 74 patients with MS and NMOSD who were treated in Huashan Hospital Affiliated to Fudan University and China-Japan Friendship Hospital of Jilin University from January 2009 to September 2018 and in Xianghu Branch of the First Affiliated Hospital of Nanchang University from March 2020 to September 2021 were collected as an independent external validation set. All patients underwent brain cross-sectional MR T 2WI, radiomics features were extracted from T 2WI, and features were selected by max-relevance and min-redundancy and least absolute shrinkage and selection operator algorithms. Then various machine learning classifier models (logistic regression, decision tree, AdaBoost, random forest or support vector machine) were constructed to differentiate MS from NMOSD. The area under curve (AUC) of receiver operating characteristics was used to evaluate the performance of each classifier model in the training set, test set and external validation set. Results:Based on multi-center T 2WI, a total of 11 radiomics features related to the discrimination between MS and NMOSD were extracted and classifier models were constructed. Among them, the random forest model had the best efficiency in distinguishing MS from NMOSD, and its AUC values for distinguishing MS from NMOSD in the training set, test set and external validation set were 1.000, 0.944 and 0.902, with specificity of 100%, 76.9% and 86.0%, and sensitivity of 100%, 92.1% and 79.7%, respectively. Conclusion:The random forest model based on the radiomic features of T 2WI of brain lesions can effectively distinguish MS from NMOSD.

17.
Chinese Journal of Rheumatology ; (12): 518-523,C8-1, 2022.
Artigo em Chinês | WPRIM (Pacífico Ocidental) | ID: wpr-956719

RESUMO

Objective:To predict the inflammatory activity of patients with ankylosing spondylitis (AS) after 12 weeks treatment with recombinant human tumor necrosis factor-α receptor Ⅱ immunoglobulinG Fc fusion protein (rhTNFR:Fc) by Doppler ultrasonography at baseline.Methods:A total of 60 patients with AS were selected, and their general clinical characteristics before and after treatment were compared. Meanwhile, Doppler ultrasonography of the sacroiliac joint was performed to compare the Doppler parameters before and after treatment, and the correlation between baseline Doppler ultrasonography and clinical characteristics was analyzed, along with its diagnostic performance. The pre-treatment and post-treatment parameters were compared to the measured data followed by paired t-test for normal distribution, and the counting data were paired with Chi- square test. Pearson correlation test was used to analyze the correlation between pretreatment ultrasound parameters and pre-treatment disease activity. All statistical tests were bilateral, with a statistically significant difference of P<0.05. Results:After treatment, the overall score [(1.4±1.0) points vs (6.0±1.8) points, t=17.80, P<0.001], night pain score [(1.6±1.2) points vs (5.7±1.5) points, t=15.80, P<0.001], back pain score [(1.9±1.3) points vs (5.5±1.2) points, t=16.39, P<0.001], morning stiffness [(12±6) min vs (38±21) min points, t=8.93, P<0.001], Bath ankylosing spondylitis disease activity index (BASDAI) [(1.1±0.6) vs (4.6±1.3), t=12.41, P<0.001], ankylosing spondylitis disease activity score-C-reactive protein (ASDAS-CRP) [(1.0±0.4) points vs (3.7±0.9) points, t=22.01, P<0.001] and ASDAS-erythrocyte sedimentation rate (ESR) [(1.0±0.7) points vs (4.0±0.8) points, t=20.10, P<0.001] of patients with ankylosing spondylitis were lower than those before treatment, and the differences were statistically significant ( P<0.001). Compared with AS patients before treatment, the color blood flow grading score was significantly lower after treatment [(1.7±0.8) points vs (3.9±1.1) points, t= 12.86, P<0.001). The post-treatment proportion of AS patients with bilateral sacroiliac joint blood flow signal was 67% (40/60), which was lower than 87% (52/60) before treatment, but the difference was not statistically significant ( P=0.251). After treatment, the peak systolic velocity (PSV), pulsatile index (PI) and resistance index (RI) were significantly higher than those before treatment [(30±17) cm/s vs (19±8) cm/s, t=-5.42, P<0.001; (1.55±0.69) vs (1.00±0.45), t=0.45, P<0.001; (0.81±0.11) vs (0.55±0.14), t=11.20, P<0.001)]. The end diastolic velocity (EDV) before and after treatment had no statistical significant differences [(6.7±2.5) cm/s vs (6.3±1.9) cm/s, t=0.80, P=0.428]. Baseline Doppler ultrasound parameters and pre-treatment clinical indicators showed that PI and RI were negatively correlated with BASDAI ( r=-0.49, P=0.005; r=-0.51, P<0.001) , and blood flow grades were positively correlated with BASDAI ( r=0.46, P=0.028). However, there were no significant correlation between PSV, EDV and BASDAI ( r=-0.12, P=0.176; r=0.03, P=0.756). Baseline Doppler ultrasound parameters were correlated with ASDAS-CRP ( r=-0.45, P=0.012; r=0.29, P<0.048; r=-0.52, P<0.035; r=-0.76, P<0.001; r=0.61, P<0.001). There was no correlation between EDV and ASDAS-ESR ( r=0.30, P=0.110), the other ultrasound Doppler parameters were correlated with ASDAS-ESR ( r=-0.36, P<0.001; r=-0.54, P<0.001; r=-0.61, P=0.021; r=0.41, P=0.028). The receiver operating characteristic curve was drawn with the baseline RI value as a variable. According to the ASDAS-CRP value, the diagnostic threshold for determining the presence or absence of AS activity after 12 weeks of treatment was 0.49, with an area under the curve of 0.817, sensitivity of 88.1%, specificity of 61.1%, positive predictive value of 66.7%, and negative predictive value of 86.1%. Conclusion:Baseline Doppler ultrasound correlates well with clinical indicators, among which baseline RI values is a good predictor of inflammatory activity status after rhTNFR:Fc treatment.

18.
Artigo em Chinês | WPRIM (Pacífico Ocidental) | ID: wpr-954318

RESUMO

Objective:To analyze the changes of T cell immunoglobulin- and mucin-domain-containing molecule-3 (TIM-3) in serum of patients with liver cancer and its diagnostic value.Methods:From March 2021 to May 2021, 37 patients with viral hepatitis type B (hepatitis B group) , 44 patients with liver cirrhosis (liver cirrhosis group) and 27 patients with liver cancer (liver cancer group) were selected in the Second Affiliated Hospital of Air Force Medical University, and 35 healthy subjects who underwent physical examination during the same period were selected as the healthy control group. The serum alpha fetoprotein (AFP) , liver function indexes and TIM-3 levels were detected, and the differences among groups were analyzed. The correlations between TIM-3 and AFP and liver function indexes were analyzed by Spearman correlation. Receiver operating characteristic (ROC) curve was used to analyze the diagnostic value of TIM-3 in liver cancer.Results:There was a statistically significant difference in AFP among the hepatitis B group, liver cirrhosis group and liver cancer group ( χ2=11.75, P=0.003) . There were statistically significant differences in total bilirubin ( χ2=22.85, P<0.001) , direct bilirubin ( χ2=25.90, P<0.001) , indirect bilirubin ( χ2=19.92, P<0.001) , alanine aminotransferase ( χ2=36.64, P<0.001) , aspertate aminotransferase ( χ2=26.26, P<0.001) , aspertate aminotransferase/alanine aminotransferase ( χ2=34.67, P<0.001) and total bile acid ( χ2=13.10, P<0.001) among the hepatitis B group, liver cirrhosis group and liver cancer group. The serum levels of TIM-3 in the healthy control group, hepatitis B group, liver cirrhosis group and liver cancer group were 11.1 (4.2, 14.4) ng/ml, 12.7 (4.3, 23.9) ng/ml, 11.4 (3.4, 17.0) ng/ml and 15.7 (10.5, 21.2) ng/ml, with a statistically significant difference ( χ2=11.85, P=0.008) . There were statistically significant differences between the liver cancer group and healthy control group and liver cirrhosis group (both P<0.05) . Spearman correlation analysis showed that TIM-3 had no correlation with AFP in the four groups ( r=0.05, P=0.791; r=0.18, P=0.497; r=0.03, P=0.883; r=0.24, P=0.396) . There were correlations between serum TIM-3 and total protein in the healthy control group ( r=0.36, P=0.036) , serum TIM-3 and globulin in the hepatitis B group ( r=0.35, P=0.034) , and serum TIM-3 and total bile acid in the liver cancer group ( r=0.46, P=0.017) . ROC curve analysis showed that the sensitivity of serum TIM-3 for the diagnosis of liver cancer was 48.10%, and the specificity was 91.43%, when taking healthy subjects as the control group. The sensitivity of serum TIM-3 for the diagnosis of liver cancer was 96.30%, and the specificity was 41.77%, when taking healthy subjects and liver cirrhosis patients as the control group. The sensitivity of serum TIM-3 for the diagnosis of liver cancer was 96.30%, and the specificity was 40.52%, when taking healthy subjects, hepatitis B patients and liver cirrhosis patients as the control group. Conclusion:The serum level of TIM-3 in patients with liver cancer is significantly increased, which has certain diagnostic value for liver cancer, and can be used as a diagnostic marker and potential therapeutic target for liver cancer patients.

19.
Artigo em Chinês | WPRIM (Pacífico Ocidental) | ID: wpr-927929

RESUMO

The present study evaluated the clinical efficacy and safety of Liuwei Wuling Tablets combined with conventional drugs for the treatment of liver fibrosis and cirrhosis in chronic hepatitis B. CNKI, Wanfang, VIP, CBM, PubMed, EMbase and Cochrane Library were searched for the relevant randomized controlled trials(RCTs) published from database inception to February 2021. All the retrieved papers were independently screened, extracted and evaluated by two researchers, followed by Meta-analysis by Review Manager 5.4. Finally, 18 RCTs were included, involving 2 168 patients(1 106 in the treatment group and 1 062 in the control group). The Meta-analysis results showed that compared with conventional drugs alone, Liuwei Wuling Tablets combined with conventional drugs could increase the effective rate of clinical treatment by reducing serum hyaluronic acid(HA), laminin(LN), procollagen type Ⅲ(PCⅢ), and type Ⅳ collagen(Ⅳ-C) to improve liver function, decreasing the levels of total bilirubin(TBiL), alanine amino-transferase(ALT), and aspartate aminotransferase(AST), and improving the negative conversion ratio of hepatitis B virus(HBV) DNA. In terms of safety, there were no serious adverse reactions in the treatment group and the control group. The results showed that Liuwei Wuling Tablets combined with antiviral or other conventional liver-protecting drugs could improve liver function, treat liver cirrhosis, and reduce liver fibrosis with high safety. However, due to the influence of literature quality and quantity, multi-center and high-quality RCTs with large sample size are needed for verification.


Assuntos
Humanos , Medicamentos de Ervas Chinesas/efeitos adversos , Hepatite B Crônica/tratamento farmacológico , Cirrose Hepática/tratamento farmacológico , Comprimidos
20.
Artigo em Chinês | WPRIM (Pacífico Ocidental) | ID: wpr-941027

RESUMO

As a member of the dibenzyl isoquinoline alkaloid family, cepharathine is an alkaloid from the traditional Chinese medicine cepharathine, which is mainly used for treatment of leukopenia and other diseases. Recent studies of the inhibitory effect of cepharathine against SARS-CoV-2 have attracted widespread attention and aroused heated discussion. As the original discoverer of the anti-SARS-CoV-2 activity of cepharanthine, here we briefly summarize the discovery of cepharanthine and review important progress in relevant studies concerning the discovery and validation of anti-SARS-CoV-2 activity of cepharathine, its antiviral mechanisms and clinical trials of its applications in COVID-19 therapy.


Assuntos
Humanos , Antivirais/uso terapêutico , Benzilisoquinolinas/uso terapêutico , COVID-19 , SARS-CoV-2
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