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1.
J Cheminform ; 16(1): 79, 2024 Jul 07.
Artigo em Inglês | MEDLINE | ID: mdl-38972994

RESUMO

BACKGROUND: Previous deep learning methods for predicting protein binding pockets mainly employed 3D convolution, yet an abundance of convolution operations may lead the model to excessively prioritize local information, thus overlooking global information. Moreover, it is essential for us to account for the influence of diverse protein folding structural classes. Because proteins classified differently structurally exhibit varying biological functions, whereas those within the same structural class share similar functional attributes. RESULTS: We proposed LVPocket, a novel method that synergistically captures both local and global information of protein structure through the integration of Transformer encoders, which help the model achieve better performance in binding pockets prediction. And then we tailored prediction models for data of four distinct structural classes of proteins using the transfer learning. The four fine-tuned models were trained on the baseline LVPocket model which was trained on the sc-PDB dataset. LVPocket exhibits superior performance on three independent datasets compared to current state-of-the-art methods. Additionally, the fine-tuned model outperforms the baseline model in terms of performance. SCIENTIFIC CONTRIBUTION: We present a novel model structure for predicting protein binding pockets that provides a solution for relying on extensive convolutional computation while neglecting global information about protein structures. Furthermore, we tackle the impact of different protein folding structures on binding pocket prediction tasks through the application of transfer learning methods.

2.
BMC Cardiovasc Disord ; 24(1): 374, 2024 Jul 18.
Artigo em Inglês | MEDLINE | ID: mdl-39026176

RESUMO

BACKGROUND: Expanding the number of biomarkers is imperative for studying the etiology and improving venous thromboembolism prediction. In this study, we aimed to identify promising biomarkers or targeted therapies to improve the detection accuracy of early-stage deep vein thrombosis (DVT) or reduce complications. METHODS: Quantibody Human Cytokine Antibody Array 440 (QAH-CAA-440) was used to screen novel serum-based biomarkers for DVT/non-lower extremity DVT (NDVT). Differentially expressed proteins in DVT were analyzed using bioinformatics methods and validated using a customized array. Diagnostic accuracy was calculated using receiver operating characteristics, and machine learning was applied to establish a biomarker model for evaluating the identified targets. Twelve targets were selected for validation. RESULTS: Cytokine profiling was conducted using a QAH-CAA-440 (RayBiotech, USA) quantimeter array. Cross-tabulation analysis with Venn diagrams identified common differential factors, leading to the selection of 12 cytokines for validation based on their clinical significance. These 12 biomarkers were consistent with the results of previous array analysis: FGF-6 (AUC = 0.956), Galectin-3 (AUC = 0.942), EDA-A2 (AUC = 0.933), CHI3L1 (AUC = 0.911), IL-1 F9 (AUC = 0.898), Dkk-4 (AUC = 0.88), IG-H3 (AUC = 0.876), IGFBP (AUC = 0.858), Gas-1 (AUC = 0.858), Layilin (AUC = 0.849), ULBP-2 (AUC = 0.813)and FGF-9 (AUC = 0.773). These cytokines are expected to serve as biomarkers, targets, or therapeutic targets to differentiate DVT from NDVT. CONCLUSIONS: EDA-A2, FGF-6, Dkk-4, IL-1 F9, Galentin-3, Layilin, Big-h3, CHI3L1, ULBP-2, Gas-1, IGFBP-5, and FGF-9 are promising targets for DVT diagnosis and treatment.


Assuntos
Biomarcadores , Citocinas , Valor Preditivo dos Testes , Análise Serial de Proteínas , Trombose Venosa , Humanos , Trombose Venosa/sangue , Trombose Venosa/diagnóstico , Biomarcadores/sangue , Citocinas/sangue , Masculino , Pessoa de Meia-Idade , Feminino , Reprodutibilidade dos Testes , Idoso , Aprendizado de Máquina , Estudos de Casos e Controles , Proteômica , Adulto
3.
Sci Rep ; 14(1): 13298, 2024 06 10.
Artigo em Inglês | MEDLINE | ID: mdl-38858401

RESUMO

Herein, we aimed to identify blood biomarkers that compensate for the poor specificity of D-dimer in the diagnosis of deep vein thrombosis (DVT). S100A8 was identified by conducting protein microarray analysis of blood samples from patients with and without DVT. We used ELISA to detect S100A8, VCAM-1, and ICAM-1 expression levels in human blood and evaluated their correlations. Additionally, we employed human recombinant protein S100A8 to induce human umbilical vein endothelial cells and examined the role of the TLR4/MAPK/VCAM-1 and ICAM-1 signaling axes in the pathogenic mechanism of S100A8. Simultaneously, we constructed a rat model of thrombosis induced by inferior vena cava stenosis and detected levels of S100A8, VCAM-1, and ICAM-1 in the blood of DVT rats using ELISA. The associations of thrombus tissue, neutrophils, and CD68-positive cells with S100A8 and p38MAPK, TLR4, and VCAM-1 expression levels in vein walls were explored. The results revealed that blood S100A8 was significantly upregulated during the acute phase of DVT and activated p38MAPK expression by combining with TLR4 to enhance the expression and secretion of VCAM-1 and ICAM-1, thereby affecting the occurrence and development of DVT. Therefore, S100A8 could be a potential biomarker for early diagnosis and screening of DVT.


Assuntos
Biomarcadores , Calgranulina A , Molécula 1 de Adesão Intercelular , Molécula 1 de Adesão de Célula Vascular , Trombose Venosa , Trombose Venosa/diagnóstico , Trombose Venosa/metabolismo , Trombose Venosa/sangue , Humanos , Calgranulina A/sangue , Calgranulina A/metabolismo , Biomarcadores/sangue , Animais , Molécula 1 de Adesão de Célula Vascular/metabolismo , Molécula 1 de Adesão de Célula Vascular/sangue , Molécula 1 de Adesão Intercelular/sangue , Molécula 1 de Adesão Intercelular/metabolismo , Masculino , Ratos , Células Endoteliais da Veia Umbilical Humana/metabolismo , Pessoa de Meia-Idade , Feminino , Receptor 4 Toll-Like/metabolismo , Transdução de Sinais , Modelos Animais de Doenças , Adulto , Proteínas Quinases p38 Ativadas por Mitógeno/metabolismo
5.
Biomed Chromatogr ; 38(8): e5906, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38807034

RESUMO

The application of traditional Chinese medicine dispensing granules is becoming increasingly prevalent. However, the consistency of dispensing granules with traditional decoction remains controversial. In this study, the consistency of peptide composition and pharmacodynamics between dispensing granules and traditional decoction of Bombyx batryticatus (BB) were assessed. A peptidomics method based on LC-tandem mass spectrometry technology was used to evaluate peptide composition similarity between BB traditional decoction and dispensing granules. The results revealed notable differences in peptide sequences between the two dosage forms, with only 8.55% of peptides shared between them. To evaluate the potential pharmacodynamic effects of the two dosage forms on epilepsy, virtual screening was used to identify potential active peptides, including blood-brain barrier permeability, toxicity prediction, and molecular docking. BB traditional decoction demonstrated a higher number and greater abundance of potential active peptides than BB dispensing granules, suggesting that BB traditional decoction may have a more favorable effect in treating epilepsy compared with BB dispensing granules. Moreover, molecular docking and molecular dynamics simulation studies confirmed the mechanism of action of active peptides to γ-aminobutyric acid transporter 1 (GAT-1). This study provides a scientific basis for the evaluation of quality consistency between BB traditional decoction and dispensing granules.


Assuntos
Bombyx , Simulação de Acoplamento Molecular , Espectrometria de Massas em Tandem , Animais , Espectrometria de Massas em Tandem/métodos , Bombyx/química , Medicina Tradicional Chinesa , Peptídeos/química , Peptídeos/análise , Proteômica/métodos , Medicamentos de Ervas Chinesas/química , Medicamentos de Ervas Chinesas/análise , Medicamentos de Ervas Chinesas/farmacologia , Simulação por Computador , Cromatografia Líquida/métodos , Simulação de Dinâmica Molecular
6.
Lancet Rheumatol ; 6(5): e279-e290, 2024 05.
Artigo em Inglês | MEDLINE | ID: mdl-38658114

RESUMO

BACKGROUND: Childhood Sjögren's disease is a rare, underdiagnosed, and poorly-understood condition. By integrating machine learning models on a paediatric cohort in the USA, we aimed to develop a novel system (the Florida Scoring System) for stratifying symptomatic paediatric patients with suspected Sjögren's disease. METHODS: This cross-sectional study was done in symptomatic patients who visited the Department of Pediatric Rheumatology at the University of Florida, FL, USA. Eligible patients were younger than 18 years or had symptom onset before 18 years of age. Patients with confirmed diagnosis of another autoimmune condition or infection with a clear aetiological microorganism were excluded. Eligible patients underwent comprehensive examinations to rule out or diagnose childhood Sjögren's disease. We used latent class analysis with clinical and laboratory variables to detect heterogeneous patient classes. Machine learning models, including random forest, gradient-boosted decision tree, partial least square discriminatory analysis, least absolute shrinkage and selection operator-penalised ordinal regression, artificial neural network, and super learner were used to predict patient classes and rank the importance of variables. Causal graph learning selected key features to build the final Florida Scoring System. The predictors for all models were the clinical and laboratory variables and the outcome was the definition of patient classes. FINDINGS: Between Jan 16, 2018, and April 28, 2022, we screened 448 patients for inclusion. After excluding 205 patients due to symptom onset later than 18 years of age, we recruited 243 patients into our cohort. 26 patients were excluded because of confirmed diagnosis of a disorder other than Sjögren's disease, and 217 patients were included in the final analysis. Median age at diagnosis was 15 years (IQR 11-17). 155 (72%) of 216 patients were female and 61 (28%) were male, 167 (79%) of 212 were White, and 20 (9%) of 213 were Hispanic, Latino, or Spanish. The latent class analysis identified three distinct patient classes: class I (dryness dominant with positive tests, n=27), class II (high symptoms with negative tests, n=98), and class III (low symptoms with negative tests, n=92). Machine learning models accurately predicted patient class and ranked variable importance consistently. The causal graphical model discovered key features for constructing the Florida Scoring System. INTERPRETATION: The Florida Scoring System is a paediatrician-friendly tool that can be used to assist classification and long-term monitoring of suspected childhood Sjögren's disease. The resulting stratification has important implications for clinical management, trial design, and pathobiological research. We found a highly symptomatic patient group with negative serology and diagnostic profiles, which warrants clinical attention. We further revealed that salivary gland ultrasonography can be a non-invasive alternative to minor salivary gland biopsy in children. The Florida Scoring System requires validation in larger prospective paediatric cohorts. FUNDING: National Institute of Dental and Craniofacial Research, National Institute of Arthritis, Musculoskeletal and Skin Diseases, National Heart, Lung, and Blood Institute, and Sjögren's Foundation.


Assuntos
Aprendizado de Máquina , Síndrome de Sjogren , Humanos , Estudos Transversais , Criança , Feminino , Masculino , Adolescente , Síndrome de Sjogren/diagnóstico , Índice de Gravidade de Doença , Florida/epidemiologia
7.
Zhong Nan Da Xue Xue Bao Yi Xue Ban ; 49(1): 84-94, 2024 Jan 28.
Artigo em Inglês, Chinês | MEDLINE | ID: mdl-38615170

RESUMO

OBJECTIVES: Glaucoma is a multifactorial optic neuropathy with a high rate of irreversible visual loss, and its pathogenesis is complex and still unclear. Elevated intraocular pressure (IOP) is well recognized as the sole modifiable risk factor for the development of glaucoma in the majority of cases. This study aims to compare 2 different methods of inducing chronic ocular hypertension by circumlimbal suture or by laser burns in degree and lasting time of the IOP, different status of the retina and retinal ganglion cells (RGCs), and changes of the microstructure of neurons. METHODS: The chronic ocular hypertension models were induced by 2 different ways. One kind of the models was built by unilateral circumlimbal suture (10/0) implantation (suture group), another kind of model was built by laser burns at trabecular meshwork and episcleral veins (laser group). The untreated contralateral eye served as the control group. Changes in IOP were observed and regularly monitored in the 2 groups of rats. HE staining was applied to observe the retinal and optic nerve pathology. Transmission electron microscope (TEM) was used to observe the mitochondrial morphology. RGCs were specifically labeled with Brn3b antibody and counted. The expression of caspase-3 was detected by Western blotting to clarify the apoptosis of RGCs. RESULTS: Compared with the control group, IOP were significantly increased in the suture group and the laser group (both P<0.05). The suture group induced a 1.5-fold elevation of IOP, and sustained for 8 weeks. The laser group induced a 2-fold elevation of IOP for 12 weeks. Both methods could cause RGCs loss (both P<0.05), which were verified by pathology and immune staining of Brn3b. The expressions of caspase-3 were also increased (both P<0.05). The mitochondrial morphology became more fragment, which changed from long shape to round and small one under TEM in 2 models. For comparison, the pathology changes of retinal structure in suture group were not obviously than those in the laser group. CONCLUSIONS: Circumlimbal suture can build an effective model of chronic elevated IOP and induce glaucomatous pathologic changes similar to those in the laser photocoagulation, but the pathologic changes are milder than those in laser photocoagulation. Compare with translimbal laser photocoagulation, equipment and skill demand for circumlimbal suture is less.


Assuntos
Queimaduras , Glaucoma , Hipertensão Ocular , Animais , Ratos , Caspase 3 , Glaucoma/cirurgia , Procedimentos Neurocirúrgicos , Suturas/efeitos adversos
8.
BMC Biol ; 22(1): 6, 2024 Jan 17.
Artigo em Inglês | MEDLINE | ID: mdl-38233866

RESUMO

BACKGROUND: Precise gene targeting (GT) is a powerful tool for heritable precision genome engineering, enabling knock-in or replacement of the endogenous sequence via homologous recombination. We recently established a CRISPR/Cas9-mediated approach for heritable GT in Arabidopsis thaliana (Arabidopsis) and rice and reported that the double-strand breaks (DSBs) frequency of Cas9 influences the GT efficiency. However, the relationship between DSBs and GT at the same locus was not examined. Furthermore, it has never been investigated whether an increase in the number of copies of sgRNAs or the use of multiple sgRNAs would improve the efficiency of GT. RESULTS: Here, we achieved precise GT at endogenous loci Embryo Defective 2410 (EMB2410) and Repressor of Silencing 1 (ROS1) using the sequential transformation strategy and the combination of sgRNAs. We show that increasing of sgRNAs copy number elevates both DSBs and GT efficiency. On the other hand, application of multiple sgRNAs does not always enhance GT efficiency. Our results also suggested that some inefficient sgRNAs would play a role as a helper to facilitate other sgRNAs DSBs activity. CONCLUSIONS: The results of this study clearly show that DSB efficiency, rather than mutation pattern, is one of the most important key factors determining GT efficiency. This study provides new insights into the relationship between sgRNAs, DSBs, and GTs and the molecular mechanisms of CRISPR/Cas9-mediated GTs in plants.


Assuntos
Arabidopsis , Arabidopsis/genética , Sistemas CRISPR-Cas , RNA Guia de Sistemas CRISPR-Cas , Proteínas Tirosina Quinases/genética , Proteínas Proto-Oncogênicas/genética , Marcação de Genes/métodos
9.
Metabolites ; 13(3)2023 Feb 28.
Artigo em Inglês | MEDLINE | ID: mdl-36984803

RESUMO

The high concentration of particulate matter (PM) in broiler houses seriously endangers the biological safety of broilers and causes low growth performance, deserving more attention. This study aimed to investigate the effects of PM collected from a broiler house on the lung and systemic inflammatory responses and liver lipid anabolic process in broilers. Broilers were systemically exposed to fresh air (control) and 4 mg·m-3 and 8 mg·m-3 total suspended particles (TSP). Lung, liver, and serum were sampled after 7 (E7) and 14 (E14) days of PM exposure and 7 days after self-recovery (R 7). Corresponding kits were used to assay the inflammatory cytokines and serum biochemical indicators. The expression levels of genes related to lipid metabolism were detected by real-time polymerase chain reaction (RT-PCR) assay. The results showed a significant decrease in the average daily gain in broilers for 7 days of PM exposure (p < 0.05) and clear lung and liver inflammations in PM groups. In addition, upregulation of lung interleukin (IL)-1ß and IL-8 and serum low-density lipoprotein cholesterol (LDL-C) and triglyceride (TG) occurred after 7 days of PM exposure (p < 0.05), and upregulation of lung serum tumor necrosis factor (TNF)-α and cholesterol (CHOL) occurred after 14 days of PM exposure (p < 0.05). A decrease in serum total antioxidant capacity (T-AOC) and glutathione peroxidase (GSH-px) levels was found after 14 days of PM exposure (p < 0.05), and the GSH-px level was maintained until 7 days after cessation of exposure (p < 0.05). Seven days after cessation of exposure, the expression levels of 3-hydroxy-3-methylglutaryl-CoA synthase 2 (Hmgcs2) and fatty acid synthase (Fas) genes significantly increased (p < 0.05) and decreased (p < 0.05), respectively. These results demonstrate that exposure to PM in broiler houses can induce systemic inflammation and dyslipidemia through local pulmonary inflammation and also exert toxic effects on the liver by disturbing the expression of genes involved in the hepatic lipid anabolic process.

10.
ACS Appl Mater Interfaces ; 15(12): 16097-16108, 2023 Mar 29.
Artigo em Inglês | MEDLINE | ID: mdl-36924131

RESUMO

Bilayer hydrogel-based actuators have attracted much interest because inhomogeneous structures are easily constructed in hydrogels. We used three kinds of polysaccharides, including anionic carboxymethyl cellulose (CMC), cationic chitosan (CS), and amphoteric carboxymethyl chitosan (CMCS), as both structure-constructing units and actuation-controlling units in this work to fabricate physically crosslinked poly(vinyl alcohol) bilayer hydrogels. The spatial heterogeneity was tuned by changing the types and concentrations of polysaccharides in different layers, to regulate pH- and humidity-driven actions of bilayer hydrogels. Based on the distortion of the ionic channel during the humidity-motivated deformation of bilayer hydrogels, a two-in-one flexible device integrating a humidity-driven actuator and humidity-responsive sensor was then developed, which could detect the alterations of environmental humidity in real time. Moreover, good tensile toughness and interfacial bonding as well as the strain-resistance effect endowed the bilayer hydrogels with the capability of identifying human motion as a strain sensor, unlocking more application scenarios. This work provides an overall insight into the heterogeneity regulation of bilayer hydrogels using polysaccharides as stimulus-responsive units and also proposes an interesting strategy of manufacturing hydrogel-based flexible devices with both actuating and sensing capabilities.

11.
Educ Inf Technol (Dordr) ; : 1-24, 2023 Feb 22.
Artigo em Inglês | MEDLINE | ID: mdl-36846493

RESUMO

Artificially intelligent robots as teachers (AI teachers) have attracted extensive attention due to their potential to relieve the challenge of global teacher shortage and realize universal elementary education by 2030. Despite mass production of service robots and discussions about their educational applications, the study of full-fledged AI teachers and children's attitudes towards them is quite preliminary. Here, we report a new AI teacher and an integrated model to assess how pupils accept and use it. Participants included students from Chinese elementary schools via convenience sampling. Questionnaires (n = 665), descriptive statistics and structural equation modeling based on software SPSS Statistics 23.0 and Amos 26.0 were carried out in data collection and analysis. This study first developed an AI teacher by coding a lesson design, course contents and Power Point with script language. Based on the popular Technology Acceptance Model and Task-Technology Fit Theory, this study identified key determinants of the acceptance, including robot use anxiety (RUA), perceived usefulness (PU), perceived ease of use (PEOU) and robot instructional task difficulty (RITD). Moreover, this study found that pupils' attitudes towards the AI teacher, which could be predicted by PU, PEOU and RITD, were generally positive. It is also found that the relationship between RITD and acceptance was mediated by RUA, PEOU and PU. This study holds significance for stakeholders to develop independent AI teachers for students.

12.
Cell Rep Methods ; 3(1): 100389, 2023 01 23.
Artigo em Inglês | MEDLINE | ID: mdl-36814841

RESUMO

Gene targeting (GT) is a powerful tool for modifying endogenous genomic sequences of interest, such as sequence replacement and gene knockin. Although the efficiency of GT is extremely low in higher plants, engineered sequence-specific nucleases (SSNs)-mediated double-strand breaks (DSBs) can improve GT frequency. We recently reported a CRISPR-Cas9-mediated approach for heritable GT in Arabidopsis, called the "sequential transformation" strategy. For efficient establishment of GT via the sequential transformation method, strong Cas9 activity and robust DSBs are required in the plant cells being infected with Agrobacterium carrying sgRNA and donor DNA. Accordingly, we generated two independent parental lines with maize Ubiquitin 1 promoter-driven Cas9 and established sequential transformation-mediated GT in the Japonica rice cultivar Oryza sativa Nipponbare. We achieved precise GFP knockin into the endogenous OsFTL1 and OsROS1a loci. We believe that our GT technology could be widely utilized in rice research and breeding applications.


Assuntos
Arabidopsis , Oryza , Sistemas CRISPR-Cas/genética , Oryza/genética , RNA Guia de Sistemas CRISPR-Cas , Melhoramento Vegetal , Marcação de Genes , Arabidopsis/genética
13.
Wideochir Inne Tech Maloinwazyjne ; 18(4): 690-697, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-38239581

RESUMO

Introduction: Pelvic organ prolapse (POP), a common and benign condition, is characterized by the descent of one or more aspects of the vagina and uterus. A wide variety of mesh-based surgical techniques have been proved to be effective in the treatment of pelvic organ prolapse (POP). Aim: To evaluate the efficacy of a modified laparoscopic lateral suspension with mesh (mLLSM) in patients with apical and anterior pelvic organ prolapse. Material and methods: All patients diagnosed with apical and anterior pelvic organ prolapse underwent a modified laparoscopic lateral suspension with mesh (mLLSM). Perioperative parameters including surgical time, blood loss and complications were recorded. At the minimal 12-month follow-up, primary outcome measures included both anatomical and functional points. The anatomical cure rate was evaluated using the Pelvic Organ Prolapse Questionnaire (POP-Q) assessment. Patient satisfaction was evaluated using questionnaires. Results: Mean surgical time was 91.56 ±15.33 min; mean estimated blood loss was 55.42 ±36.73 ml; no intraoperative complications were noted in the perioperative period. After a minimal 12-month follow-up period, rates of anatomical success and subjective satisfaction were 96.33% and 94.50%, respectively. Symptom severity and quality of life also improved significantly. Conclusions: We found mLLSM to be a safe and effective treatment for patients suffering apical and anterior pelvic organ prolapse. We found mLLSM to result in excellent outcomes and fewer mesh complications, underscoring its potential as an alternative treatment option for the management of apical and anterior pelvic organ prolapse.

14.
Plant Physiol ; 190(4): 2203-2216, 2022 11 28.
Artigo em Inglês | MEDLINE | ID: mdl-36106983

RESUMO

Homologous recombination-mediated gene targeting (GT) enables precise sequence knockin or sequence replacement, and thus is a powerful tool for heritable precision genome engineering. We recently established a clustered regularly interspaced short palindromic repeats/clustered regularly interspaced short palindromic repeats-associated protein 9 (CRISPR/Cas9)-mediated approach for heritable GT in Arabidopsis (Arabidopsis thaliana), but its broad utility was not tested, and the underlying molecular mechanism was unclear. Here, we achieved precise GT at 14 out of 27 tested endogenous target loci using the sequential transformation approach and obtained vector-free GT plants by backcrossing. Thus, the sequential transformation GT method provides a broadly applicable technology for precise genome manipulation. We show that our approach generates heritable GT in the egg cell or early embryo of T1 Arabidopsis plants. Analysis of imprecise GT events suggested that single-stranded transfer DNA (T-DNA)/VirD2 complexes produced during the Agrobacterium (Agrobacterium tumefaciens) transformation process may serve as the donor templates for homologous recombination-mediated repair in the GT process. This study provides new insights into the molecular mechanisms of CRISPR/Cas9-mediated GT in Arabidopsis.


Assuntos
Arabidopsis , Arabidopsis/genética , Sistemas CRISPR-Cas/genética , Marcação de Genes/métodos , Recombinação Homóloga/genética , Agrobacterium tumefaciens/genética , Edição de Genes
15.
Kidney Int ; 102(5): 1154-1166, 2022 11.
Artigo em Inglês | MEDLINE | ID: mdl-35853479

RESUMO

Dyslipidemia associates with and usually precedes the onset of chronic kidney disease (CKD), but a comprehensive assessment of molecular lipid species associated with risk of CKD is lacking. Here, we sought to identify fasting plasma lipids associated with risk of CKD among American Indians in the Strong Heart Family Study, a large-scale community-dwelling of individuals, followed by replication in Mexican Americans from the San Antonio Family Heart Study and Caucasians from the Australian Diabetes, Obesity and Lifestyle Study. We also performed repeated measurement analysis to examine the temporal relationship between the change in the lipidome and change in kidney function between baseline and follow-up of about five years apart. Network analysis was conducted to identify differential lipid classes associated with risk of CKD. In the discovery cohort, we found that higher baseline level of multiple lipid species, including glycerophospholipids, glycerolipids and sphingolipids, was significantly associated with increased risk of CKD, independent of age, sex, body mass index, diabetes and hypertension. Many lipid species were replicated in at least one external cohort at the individual lipid species and/or the class level. Longitudinal change in the plasma lipidome was significantly associated with change in the estimated glomerular filtration rate after adjusting for covariates, baseline lipids and the baseline rate. Network analysis identified distinct lipidomic signatures differentiating high from low-risk groups. Thus, our results demonstrated that disturbed lipid metabolism precedes the onset of CKD. These findings shed light on the mechanisms linking dyslipidemia to CKD and provide potential novel biomarkers for identifying individuals with early impaired kidney function at preclinical stages.


Assuntos
Diabetes Mellitus , Dislipidemias , Insuficiência Renal Crônica , Humanos , Lipidômica , Austrália , Insuficiência Renal Crônica/diagnóstico , Insuficiência Renal Crônica/epidemiologia , Dislipidemias/epidemiologia , Taxa de Filtração Glomerular , Glicerofosfolipídeos , Biomarcadores , Esfingolipídeos , Indígena Americano ou Nativo do Alasca
16.
Diabetes Care ; 44(12): 2664-2672, 2021 12.
Artigo em Inglês | MEDLINE | ID: mdl-34702783

RESUMO

OBJECTIVE: Comprehensive assessment of alterations in lipid species preceding type 2 diabetes (T2D) is largely unknown. We aimed to identify plasma molecular lipids associated with risk of T2D in American Indians. RESEARCH DESIGN AND METHODS: Using untargeted liquid chromatography-mass spectrometry, we repeatedly measured 3,907 fasting plasma samples from 1,958 participants who attended two examinations (∼5.5 years apart) and were followed up to 16 years in the Strong Heart Family Study. Mixed-effects logistic regression was used to identify lipids associated with risk of T2D, adjusting for traditional risk factors. Repeated measurement analysis was performed to examine the association between change in lipidome and change in continuous measures of T2D, adjusting for baseline lipids. Multiple testing was controlled by false discovery rate at 0.05. RESULTS: Higher baseline level of 33 lipid species, including triacylglycerols, diacylglycerols, phosphoethanolamines, and phosphocholines, was significantly associated with increased risk of T2D (odds ratio [OR] per SD increase in log2-transformed baseline lipids 1.50-2.85) at 5-year follow-up. Of these, 21 lipids were also associated with risk of T2D at 16-year follow-up. Aberrant lipid profiles were also observed in prediabetes (OR per SD increase in log2-transformed baseline lipids 1.30-2.19 for risk lipids and 0.70-0.78 for protective lipids). Longitudinal changes in 568 lipids were significantly associated with changes in continuous measures of T2D. Multivariate analysis identified distinct lipidomic signatures differentiating high- from low-risk groups. CONCLUSIONS: Lipid dysregulation occurs many years preceding T2D, and novel molecular lipids (both baseline level and longitudinal change over time) are significantly associated with risk of T2D beyond traditional risk factors. Our findings shed light on the mechanisms linking dyslipidemia to T2D and may yield novel therapeutic targets for early intervention tailored to American Indians.


Assuntos
Diabetes Mellitus Tipo 2 , Lipidômica , Jejum , Glucose , Humanos , Fatores de Risco , Indígena Americano ou Nativo do Alasca
17.
BMC Ophthalmol ; 21(1): 323, 2021 Sep 06.
Artigo em Inglês | MEDLINE | ID: mdl-34488674

RESUMO

BACKGROUND: Ocular parasitosis can cause eye damage, which contribute to eye symptoms such as burning, itching and even blindness. It is uncommon to see the parasitosis lying in the sclera layer, neither it causing pterygium. Here, we present an unusual case of a secondary pterygium caused by intrascleral worm. CASE PRESENTATION: A 52-year-old women complained about discomfort in right eye for 6 years. Slit-lamp examination indicated a thickened triangular layers of conjunctiva extending from the nasal edge to the cornea. The diagnosis was pterygium in the right eye. To our surprise, after scleral of nasal side exposed, we could see a tiny fistula right in the sclera which lied right under the pterygium, with an alive and motile worm inside. An intrascleral fistula was noted. Then the worm was removed by forceps from the fistula, which was creamy white, thread-like and 1 cm long. DISCUSSION AND CONCLUSIONS: As far as we known, it is the first case of an intrascleral worm hidden beneath the conjunctiva which caused the secondary pterygium. It is hard to know the etiology of the secondary pterygium which caused by parasitosis in the scleral fistula untill excision surgery. It is hard to imagine the worm was living in the sclera of the patient for a long-time.


Assuntos
Pterígio , Túnica Conjuntiva , Feminino , Humanos , Pessoa de Meia-Idade , Complicações Pós-Operatórias , Pterígio/diagnóstico , Esclera
18.
J Mol Histol ; 52(4): 741-749, 2021 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-34047877

RESUMO

Accumulating evidence has suggests that women with advanced endometriosis exhibit alterations in the expression of genes in the endometrium compared to healthy controls. Furthermore, replication stress is a characteristic feature of cancer cells, which results from sustained proliferative signaling induced by either the activation of oncogenes or the loss of tumor suppressors. In the present study, we propose that DNA replication ATP-dependent helicase/nuclease 2 (DNA2) might be upregulated in endometriosis. Immunohistochemical staining results confirmed the hypothesis that DNA2 is overexpressed in the eutopic/ectopic endometrium compared to that in a control endometrium from a healthy donor. Subsequently, ectopic endometrium-derived endometrial mesenchymal stem cells (EMSCs) showed the highest level of DNA2 and checkpoint kinase 1 (CHK1), as well as the strongest proliferation and migration capabilities, followed by eutopic endometrium-derived EMSCs, and then control EMSCs. To further analyze the function of DNA2, we knocked-down DNA2 expression in KLE cells. As expected, proliferation and migration declined when cells were transfected with DNA2 small interfering RNA. Taken together, our study demonstrated the overexpression of DNA2 in human endometriosis, which might be responsible for the upregulated cell proliferation and migration. This study provides insights into the mechanisms underlying human endometriosis.


Assuntos
DNA Helicases/genética , Endometriose/genética , Regulação da Expressão Gênica/fisiologia , Adulto , Western Blotting , Movimento Celular/fisiologia , Proliferação de Células/fisiologia , Células Cultivadas , Quinase 1 do Ponto de Checagem/metabolismo , DNA Helicases/metabolismo , Endometriose/patologia , Endométrio/citologia , Feminino , Humanos , Células-Tronco Mesenquimais/metabolismo , RNA Interferente Pequeno/genética , Reação em Cadeia da Polimerase em Tempo Real , Transfecção , Regulação para Cima
19.
Acta Crystallogr D Struct Biol ; 77(Pt 5): 628-644, 2021 May 01.
Artigo em Inglês | MEDLINE | ID: mdl-33950019

RESUMO

Serial synchrotron crystallography (SSX) is enabling the efficient use of small crystals for structure-function studies of biomolecules and for drug discovery. An integrated SSX system has been developed comprising ultralow background-scatter sample holders suitable for room and cryogenic temperature crystallographic data collection, a sample-loading station and a humid `gloveless' glovebox. The sample holders incorporate thin-film supports with a variety of designs optimized for different crystal-loading challenges. These holders facilitate the dispersion of crystals and the removal of excess liquid, can be cooled at extremely high rates, generate little background scatter, allow data collection over >90° of oscillation without obstruction or the risk of generating saturating Bragg peaks, are compatible with existing infrastructure for high-throughput cryocrystallography and are reusable. The sample-loading station allows sample preparation and loading onto the support film, the application of time-varying suction for optimal removal of excess liquid, crystal repositioning and cryoprotection, and the application of sealing films for room-temperature data collection, all in a controlled-humidity environment. The humid glovebox allows microscope observation of the sample-loading station and crystallization trays while maintaining near-saturating humidities that further minimize the risks of sample dehydration and damage, and maximize working times. This integrated system addresses common problems in obtaining properly dispersed, properly hydrated and isomorphous microcrystals for fixed-orientation and oscillation data collection. Its ease of use, flexibility and optimized performance make it attractive not just for SSX but also for single-crystal and few-crystal data collection. Fundamental concepts that are important in achieving desired crystal distributions on a sample holder via time-varying suction-induced liquid flows are also discussed.


Assuntos
Cristalografia por Raios X/instrumentação , Desenho de Equipamento , Proteínas/química , Manejo de Espécimes/métodos , Síncrotrons/instrumentação
20.
BMC Cardiovasc Disord ; 21(1): 215, 2021 04 27.
Artigo em Inglês | MEDLINE | ID: mdl-33906602

RESUMO

BACKGROUND: Myocardial ischemia-reperfusion injury (MIRI) is the main pathological manifestation of cardiovascular diseases such as myocardial infarction. The potential therapeutic effects of bone marrow-derived mesenchymal stem cells (BM-MSCs) and the participation of regulatory T cells (Tregs) in MIRI remains to be defined. METHODS: We used the experimental acute MIRI that was induced in mice by left ascending coronary ischemia, which were subsequently randomized to receive immunoglobulin G (IgG) or anti-CD25 antibody PC61 with or without intravenously injected BM-MSCs. The splenectomized mice underwent prior to experimental MIRI followed by intravenous administration of BM-MSCs. At 72 h post-MIRI, the hearts and spleens were harvested and subjected to cytometric and histologic analyses. RESULTS: CD25+Foxp3+ regulatory T cells were significantly elevated after MIRI in the hearts and spleens of mice receiving IgG + BM-MSCs and PC61 + BM-MSCs compared to the respective control mice (all p < 0.01). This was accompanied by upregulation of interleukin 10 and transforming growth factor ß1 and downregulation of creatinine kinase and lactate dehydrogenase in the serum. The post-MIRI mice receiving BM-MSCs showed attenuated inflammation and cellular apoptosis in the heart. Meanwhile, splenectomy compromised all therapeutic effects of BM-MSCs. CONCLUSION: Administration of BM-MSCs effectively alleviates MIRI in mice through inducing Treg activation, particularly in the spleen.


Assuntos
Transplante de Células-Tronco Mesenquimais , Traumatismo por Reperfusão Miocárdica/prevenção & controle , Miocárdio/imunologia , Baço/imunologia , Linfócitos T Reguladores/imunologia , Animais , Anticorpos Monoclonais/farmacologia , Apoptose , Creatina Quinase/sangue , Modelos Animais de Doenças , Imunoglobulina G/farmacologia , Interleucina-10/sangue , L-Lactato Desidrogenase/sangue , Masculino , Camundongos Endogâmicos C57BL , Traumatismo por Reperfusão Miocárdica/imunologia , Traumatismo por Reperfusão Miocárdica/metabolismo , Traumatismo por Reperfusão Miocárdica/patologia , Miocárdio/metabolismo , Miocárdio/patologia , Necrose , Fenótipo , Baço/efeitos dos fármacos , Baço/metabolismo , Esplenectomia , Linfócitos T Reguladores/efeitos dos fármacos , Linfócitos T Reguladores/metabolismo , Fator de Crescimento Transformador beta1/sangue
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