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1.
Hum Mol Genet ; 31(9): 1443-1452, 2022 05 04.
Artículo en Inglés | MEDLINE | ID: mdl-34791216

RESUMEN

Anomalous pulmonary venous return (APVR) is a potentially lethal congenital heart disease. Elucidating the genetic etiology is crucial for understanding its pathogenesis and improving clinical practice, whereas its genetic basis remains largely unknown because of complex genetic etiology. We thus performed whole-exome sequencing for 144 APVR patients and 1636 healthy controls and report a comprehensive atlas of APVR-related rare genetic variants. Novel singleton, loss-of-function and deleterious missense variants (DVars) were enriched in patients, particularly for genes highly expressed in the developing human heart at the critical time point for pulmonary veins draining into the left atrium. Notably, PLXND1, encoding a receptor for semaphorins, represents a strong candidate gene of APVR (adjusted P = 1.1e-03, odds ratio: 10.9-69.3), accounting for 4.17% of APVR. We further validated this finding in an independent cohort consisting of 82 case-control pairs. In these two cohorts, eight DVars were identified in different patients, which convergently disrupt the GTPase-activating protein-related domain of PLXND1. All variant carriers displayed strikingly similar clinical features, in that all anomalous drainage of pulmonary vein(s) occurred on the right side and incorrectly connected to the right atrium, which may represent a novel subtype of APVR for molecular diagnosis. Studies in Plxnd1 knockout mice further revealed the effects of PLXND1 deficiency on severe heart and lung defects and cellular abnormalities related to APVR such as abnormal migration and vascular formation of vascular endothelial cells. These findings indicate the important role of PLXND1 in APVR pathogenesis, providing novel insights into the genetic etiology and molecular subtyping for APVR.


Asunto(s)
Cardiopatías Congénitas , Venas Pulmonares , Síndrome de Cimitarra , Animales , Células Endoteliales , Atrios Cardíacos , Cardiopatías Congénitas/genética , Humanos , Péptidos y Proteínas de Señalización Intracelular , Glicoproteínas de Membrana , Ratones , Venas Pulmonares/anomalías , Síndrome de Cimitarra/genética
2.
J Sci Food Agric ; 104(4): 2030-2037, 2024 Mar 15.
Artículo en Inglés | MEDLINE | ID: mdl-37910399

RESUMEN

BACKGROUND: Ochratoxin A (OTA) is a mycotoxin that contaminates grape-based products and is extremely harmful to the health of the host. It is effectively removed by yeast during the fermentation of wine, whereas the removal mechanism of OTA remains unclear. Therefore, the present study aimed to investigate the removal mechanism of ochratoxin A by yeast and to evaluate the safety of its degradation products. RESULTS: Cryptococcus albidus (20-G) with better effect on ochratoxin A (OTA) was screened out in the main fermentation stage of wine. The results showed that 20-G removed OTA through biosorption and biodegradation. Intracellular enzymes played the main role (18.44%) and yeast cell walls adsorbed a small amount of OTA (8.44%). Furthermore, the identification of proteins in 20-G revealed that the decrease in OTA content was mainly a result of the action of peroxidase, and validation tests were carried out. By analyzing the degradation products of OTA, OTα and phenylalanine with lower toxicity were obtained. Animal experiments showed that the intervention of yeast 20-G reduced the damage and adverse effects caused by OTA toxicity to the mice. CONCLUSION: The present study demonstrates the mechanism of OTA removal by 20-G and the toxicity of OTA was reduced by peroxidase in 20-G. © 2023 Society of Chemical Industry.


Asunto(s)
Basidiomycota , Ocratoxinas , Vino , Animales , Ratones , Vino/análisis , Saccharomyces cerevisiae/metabolismo , Contaminación de Alimentos/análisis , Ocratoxinas/análisis , Peroxidasas/metabolismo
3.
Crit Rev Food Sci Nutr ; : 1-28, 2023 Jun 26.
Artículo en Inglés | MEDLINE | ID: mdl-37357963

RESUMEN

Fermented beverages (FBs) are facing challenges in functional performance and flavor complexity, necessitating the development of new multi-functional options. Traditional fermented beverages (TFBs), both alcoholic and nonalcoholic, have gained increased attention for their health-promoting effects during the COVID-19 pandemic. This review summarized the primary commercially available probiotics of FBs, along with the limitations of single and mixed probiotic FBs. It also examined the recent research progress on TFBs, emphasizing the typical microbial communities (MC) of TFBs, and TFBs made from crops (grains, vegetables, fruits, etc.) worldwide and their associated functions and health benefits. Furthermore, the construction, technical bottlenecks of the synthetic MC involved in developing innovative FBs were presented, and the promising perspective of FBs was described. Drawing inspiration from the MC of TFBs, developing of stable and multifunctional FBs using synthetic MC holds great promise for beverage industry. However, synthetic MC suffers from structural instability and poorly acknowledged interaction mechanisms, resulting in disappointing results in FBs. Future researches should prioritize creating synthetic MC fermentation that closely resemble natural fermentation, tailored to meet the needs of different consumers. Creating personalized FBs with high-tech intelligence is vital in attracting potential consumers and developing novel beverages for the future.

4.
Molecules ; 28(8)2023 Apr 10.
Artículo en Inglés | MEDLINE | ID: mdl-37110576

RESUMEN

A highly regioselective reaction of 2-indolylmethanols with enamides has been developed at room temperature by using AlCl3 as a catalyst. A wide range of hybrids (40 examples) of indoles and enamides were obtained in moderate to good yields (up to 98% yield). This transformation represents the efficient way to introduce biologically important indoles and enamides skeleton into structurally complex hybrids.

5.
Plant Biotechnol J ; 20(2): 350-359, 2022 02.
Artículo en Inglés | MEDLINE | ID: mdl-34582079

RESUMEN

Two type II-C Cas9 orthologs (Nm1Cas9 and Nm2Cas9) were recently identified from Neisseria meningitidis and have been extensively used in mammalian cells, but whether these NmCas9 orthologs or other type II-C Cas9 proteins can mediate genome editing in plants remains unclear. In this study, we developed and optimized targeted mutagenesis systems from NmCas9s for plants. Efficient genome editing at the target with N4 GATT and N4 CC protospacer adjacent motifs (PAMs) was achieved with Nm1Cas9 and Nm2Cas9 respectively. These results indicated that a highly active editing system could be developed from type II-C Cas9s with distinct PAM preferences, thus providing a reliable strategy to extend the scope of genome editing in plants. Base editors (BEs) were further developed from the NmCas9s. The editing efficiency of adenine BEs (ABEs) of TadA*-7.10 and cytosine BEs (CBEs) of rat APOBEC1 (rAPO1) or human APOBEC3a (hA3A) were extremely limited, whereas ABEs of TadA-8e and CBEs of Petromyzon marinus cytidine deaminase 1 (PmCDA1) exhibited markedly improved performance on the same targets. In addition, we found that fusion of a single-stranded DNA-binding domain from the human Rad51 protein enhanced the base editing capability of rAPO1-CBEs of NmCas9s. Together, our results suggest that the engineering of NmCas9s or other type II-C Cas9s can provide useful alternatives for crop genome editing.


Asunto(s)
Neisseria meningitidis , Oryza , Desaminasas APOBEC-1/genética , Adenina , Animales , Sistemas CRISPR-Cas/genética , Citidina Desaminasa , Edición Génica/métodos , Mamíferos/genética , Neisseria meningitidis/genética , Oryza/genética , Proteínas , Ratas
6.
Neuroradiology ; 64(6): 1201-1211, 2022 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-35128568

RESUMEN

PURPOSE: To investigate the specific features of static functional connectivity (SFC) and dynamic functional connectivity (DFC) of networks related to cognition in patients with subcortical ischemic vascular disease (SIVD). METHODS: In this retrospective study, resting-state functional MRI data and a series of cognitive scores were obtained from 38 patients with SIVD and 23 normal controls. Independent component analysis, sliding window method, k-means clustering analysis and graph theory method were used to examine FC between the default mode network (DMN), dorsal attention network (DAN), frontoparietal network (FPN), salience network (SN) and executive control network (ECN) in patients with SIVD. Then, correlations between abnormal FC features and cognition were assessed. RESULTS: Compared with normal controls, SFC within the DMN significantly increased and SFC between the DMN and DAN significantly decreased in patients with SIVD. The decreased DFC mainly occurred in weakly connected states, especially the DFC of the SN; but the increased DFC, global network efficiency and local network efficiency and the decreased mean dwell time (MDT) and frequency mainly occurred in strongly connected states in SIVD patients. Moreover, aberrant SFC, DFC and MDT were significantly correlated with patients' cognitive scores. CONCLUSION: The overall results are suggestive of abnormal functional segregation and integration of SFC and DFC among networks related to cognition, especially in the SN. This may advance our comprehensive understanding of the abnormal changes in brain network connectivity in patients with SIVD. Our findings also highlight DFC may be an effective neuroimaging marker for the clinical diagnosis of SIVD.


Asunto(s)
Mapeo Encefálico , Enfermedades Vasculares , Encéfalo/diagnóstico por imagen , Mapeo Encefálico/métodos , Cognición , Humanos , Imagen por Resonancia Magnética/métodos , Vías Nerviosas/diagnóstico por imagen , Estudios Retrospectivos
7.
J Environ Sci (China) ; 115: 1-9, 2022 May.
Artículo en Inglés | MEDLINE | ID: mdl-34969439

RESUMEN

Fe3O4-based materials are widely used for magnetic separation from wastewater. However, they often suffer from Fe-leaching behavior under acidic conditions, decreasing their activity and limiting sustainable practical applications. In this study, covalent organic frameworks (COFs) were used as the shell to protect the Fe3O4 core, and the Fe3O4@COF core-shell composites were synthesized for As(III) removal from acid wastewater. The imine-linked COFs can in situ grow on the surface of the Fe3O4 core layer by layer with [COFs/Fe3O4]mol ratio of up to 2:1. The Fe-leaching behavior was weakened over a wide pH range of 1-13. Moreover, such composites keep their magnetic characteristic, making them favorable for nanomaterial separation. As(III) batch adsorption experiments results indicated that, when COFs are used as the shell for the Fe3O4 core, a balance between As(III) removal efficiencies and the thickness of the COF shell exists. Higher As(III) removal efficiencies are obtained when the [COFs/Fe3O4]mol ratios were < 1.5:1, but thicker COF shells were not beneficial for As(III) removal. Such composites also exhibited better As(III) removal performances in the pH range of 1-7. Over a wide pH range, the zeta potential of Fe3O4@COF core-shell composites becomes more positive, which benefits the capture of negative arsenic ions. In addition, thinner surface COFs were favorable for mass transfer and facilitating the reaction of Fe and As elements. Our study highlights the promise of using COFs in nanomaterial surface protection and achieving As(III) depth removal under acidic conditions.


Asunto(s)
Estructuras Metalorgánicas , Fenómenos Magnéticos , Magnetismo , Extracción en Fase Sólida , Aguas Residuales
8.
Eur J Vasc Endovasc Surg ; 61(4): 542-549, 2021 04.
Artículo en Inglés | MEDLINE | ID: mdl-33402322

RESUMEN

OBJECTIVE: Spontaneous cervicocerebral artery dissection (sCCD) is an important cause of ischaemic stroke that often occurs in young and middle aged patients. The purpose of this study was to investigate the correlation between tortuosity of the carotid artery and sCCD. METHODS: Patients with confirmed sCCD who underwent computed tomography angiography (CTA) were reviewed retrospectively. Age and sex matched patients having CTA were used as controls. The tortuosity indices of the cervical arteries were measured from the CTA images. The carotid siphon and the extracranial internal carotid artery (ICA) were evaluated according to morphological classification. The carotid siphons were classified into five types. The extracranial ICA was categorised as simple tortuosity, coiling or kinking. Independent risk factors for sCCD were investigated using multivariable analysis. RESULTS: The study included sixty-six patients with sCCD and 66 controls. There were no differences in vascular risk factors between the two groups. The internal carotid tortuosity index (ICTI) (25.24 ± 12.37 vs. 15.90 ± 8.55, respectively; p < .001) and vertebral tortuosity index (VTI) (median 11.28; interquartile range [IQR] 6.88, 18.80 vs. median 8.38; IQR 6.02, 12.20, respectively; p = .008) were higher in the patients with sCCD than in the controls. Type III and Type IV carotid siphons were more common in the patients with sCCD (p = .001 and p < .001, respectively). The prevalence of any vessel tortuosity, coiling and kinking of the extracranial ICA was higher in the patients with sCCD (p < .001, p = .018 and p = .006, respectively). ICTI (odds ratio [OR] 2.964; p = .026), VTI (OR 5.141; p = .009), and Type III carotid siphons (OR 4.654; p = .003) were independently associated with the risk of sCCD. CONCLUSION: Arterial tortuosity is associated with sCCD, and greater tortuosity of the cervical artery may indicate an increased risk of arterial dissection.


Asunto(s)
Arterias/anomalías , Disección de la Arteria Carótida Interna/etiología , Arteria Carótida Interna/anomalías , Inestabilidad de la Articulación/complicaciones , Enfermedades Cutáneas Genéticas/complicaciones , Malformaciones Vasculares/complicaciones , Adulto , Anciano , Arterias/diagnóstico por imagen , Arteria Carótida Interna/diagnóstico por imagen , Disección de la Arteria Carótida Interna/diagnóstico por imagen , Angiografía Cerebral , Angiografía por Tomografía Computarizada , Femenino , Humanos , Inestabilidad de la Articulación/diagnóstico por imagen , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Medición de Riesgo , Factores de Riesgo , Enfermedades Cutáneas Genéticas/diagnóstico por imagen , Malformaciones Vasculares/diagnóstico por imagen
9.
Gerontology ; 67(3): 306-313, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-33735906

RESUMEN

BACKGROUND/AIMS: to investigate new indicators for early recognition of physical performance decline. Shear wave elastrography, a new ultrasound technique, was discussed in this study. METHODS: Gastrocnemius muscle thickness and muscle stiffness were detected by traditional ultrasound and shear wave elastrography in 108 Chinese aged 20-85 years, and then analyzed with physical performance together. RESULTS: After 70 years old, the decline rate of muscle stiffness under contractive state was significantly faster than that of muscle thickness, muscle relaxed stiffness, and physical performance indicators. The correlation analysis showed that gastrocnemius contractive stiffness was positively related with handgrip strength, step length, and fast gait speed after adjusted by age and gender. Among physical performance variants, step length had closer relationship with muscle strength than repeated chair stands. CONCLUSIONS: The detection of gastrocnemius muscle by shear wave elastography reflected the change of lower-limb muscle stiffness with aging. Muscle contractive stiffness and step length measurement supplied novel ways for muscle performance and motor function assessment.


Asunto(s)
Diagnóstico por Imagen de Elasticidad , Anciano , Fuerza de la Mano , Humanos , Fuerza Muscular , Músculo Esquelético/diagnóstico por imagen , Rendimiento Físico Funcional
10.
BMC Public Health ; 21(1): 965, 2021 05 21.
Artículo en Inglés | MEDLINE | ID: mdl-34020613

RESUMEN

BACKGROUND: The widespread pandemic of novel coronavirus disease 2019 (COVID-19) poses an unprecedented global health crisis. In the United States (US), different state governments have adopted various combinations of non-pharmaceutical public health interventions (NPIs), such as non-essential business closures and gathering bans, to mitigate the epidemic from February to April, 2020. Quantitative assessment on the effectiveness of NPIs is greatly needed to assist in guiding individualized decision making for adjustment of interventions in the US and around the world. However, the impacts of these approaches remain uncertain. METHODS: Based on the reported cases, the effective reproduction number (Rt) of COVID-19 epidemic for 50 states in the US was estimated. Measurements on the effectiveness of nine different NPIs were conducted by assessing risk ratios (RRs) between Rt and NPIs through a generalized linear model (GLM). RESULTS: Different NPIs were found to have led to different levels of reduction in Rt. Stay-at-home contributed approximately 51% (95% CI 46-57%), wearing (face) masks 29% (15-42%), gathering ban (more than 10 people) 19% (14-24%), non-essential business closure 16% (10-21%), declaration of emergency 13% (8-17%), interstate travel restriction 11% (5-16%), school closure 10% (7-14%), initial business closure 10% (6-14%), and gathering ban (more than 50 people) 7% (2-11%). CONCLUSIONS: This retrospective assessment of NPIs on Rt has shown that NPIs played critical roles on epidemic control in the US in the past several months. The quantitative results could guide individualized decision making for future adjustment of NPIs in the US and other countries for COVID-19 and other similar infectious diseases.


Asunto(s)
COVID-19 , Salud Pública , Humanos , Pandemias , Estudios Retrospectivos , SARS-CoV-2 , Estados Unidos/epidemiología
11.
World J Surg Oncol ; 19(1): 194, 2021 Jul 02.
Artículo en Inglés | MEDLINE | ID: mdl-34215276

RESUMEN

BACKGROUND: Placement of a self-expanding metal stent (SEMS) in patients presenting with an acute colorectal obstruction (ACO) may obviate emergency surgery (ES), potentially effectively palliating incurable tumors, acting as a bridge to surgery (BTS) in patients with operable or potentially operable tumors and achieving effective decompression of other ACO. We present our experience with SEMS insertion by colorectal surgeons without fluoroscopic monitoring for ACO especially for acute malignant colorectal obstruction (AMCO) for nearly a 14-year period (2007-2020). AIM: To explore the safety and effectiveness of SEMS insertion in the management of ACO by colorectal surgeons using a two-person approach colonoscopy without fluoroscopic monitoring. METHODS: We reviewed the medical records of patients retrospectively to identify all patients presenting to our unit with ACO especially with AMCO who had stenting carried out to achieve colonic decompression. All 434 procedures were performed by colorectal surgeons using a two-person approach colonoscopy without fluoroscopic monitoring. RESULTS: The overall technique success rate and clinic success rate by SEMS insertion were 428/434 (98.6%) and 412/434 (94.9%). The overall incidence of complications by SEMS insertion was 19/434 (4.4%). The complications included clinical perforation (6/434, 1.4%); stent migration (2/434, 0.5%), 1 of which re-stent; stent detachment (fell off) (3/434, 0.7%), none of them with re-stent; stool impaction (6/434, 1.4%), 1 of which re-stent; and abdominal or anal pain (2/434, 0.5%). There was no hemorrhage in any of the 434 patients. CONCLUSIONS: SEMS insertion is a relatively safe and effective technique for colonic decompression in dealing with ACO as either a BTS or as a palliative measure. It is also a solution to other causes of ACO such as recurrent tumor, benign diseases, or extra-luminal compression. Therefore, ES was largely avoided.


Asunto(s)
Neoplasias Colorrectales , Obstrucción Intestinal , Cirujanos , Colonoscopía , Humanos , Recurrencia Local de Neoplasia , Cuidados Paliativos , Pronóstico , Estudios Retrospectivos , Stents , Resultado del Tratamiento
12.
J Integr Plant Biol ; 63(9): 1600-1605, 2021 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-34191398

RESUMEN

An enhanced CDA-like (eCDAL) was established from Japanese lamprey CDA1-like 4 to achieve a high editing frequency in a broad region as a C-terminal cytosine base editors (CT-CBE). Then, a novel plant dual-base editor version 1(pDuBE1) was developed by integrating TadA-8e into eCDAL. The editing efficiency of pDuBE1 could reach to 87.6%, with frequencies of concurrent A-to-G and C-to-T conversions as high as 49.7% in stably transformed plant cells. Our results showed that pDuBE1 could mediate robust dual editing in plant genome, providing a powerful manipulation tool for precise crop breeding and screening platforms for in planta direct evolution.


Asunto(s)
Citidina Desaminasa/metabolismo , Edición Génica/métodos , Genoma de Planta , Adenina/metabolismo , Animales , Lampreas/genética , Oryza , Plantas Modificadas Genéticamente
13.
J Cell Mol Med ; 24(1): 385-397, 2020 01.
Artículo en Inglés | MEDLINE | ID: mdl-31650683

RESUMEN

Inflammation is as an important component of intestinal tumorigenesis. The activation of Toll-like receptor 4 (TLR4) signalling promotes inflammation in colitis of mice, but the role of TLR4 in intestinal tumorigenesis is not yet clear. About 80%-90% of colorectal tumours contain inactivating mutations in the adenomatous polyposis coli (Apc) tumour suppressor, and intestinal adenoma carcinogenesis in familial adenomatous polyposis (FAP) is also closely related to the germline mutations in Apc. The ApcMin/+ (multiple intestinal neoplasia) model mouse is a well-utilized model of FAP, an inherited form of intestinal cancer. In this study, ApcMin/+ intestinal adenoma mice were generated on TLR4-sufficient and TLR4-deficient backgrounds to investigate the carcinogenic effect of TLR4 in mouse gut by comparing mice survival, peripheral blood cells, bone marrow haematopoietic precursor cells and numbers of polyps in the guts of ApcMin/+ WT and ApcMin/+ TLR4-/- mice. The results revealed that TLR4 had a critical role in promoting spontaneous intestinal tumorigenesis. Significant differential genes were screened out by the high-throughput RNA-Seq method. After combining these results with KEGG enrichment data, it was determined that TLR4 might promote intestinal tumorigenesis by activating cytokine-cytokine receptor interaction and pathways in cancer signalling pathways. After a series of validation experiments for the concerned genes, it was found that IL6, GM-CSF (CSF2), IL11, CCL3, S100A8 and S100A9 were significantly decreased in gut tumours of ApcMin/+ TLR4-/- mice compared with ApcMin/+ WT mice. In the functional study of core down-regulation factors, it was found that IL6, GM-CSF, IL11, CCL3 and S100A8/9 increased the viability of colon cancer cell lines and decreased the apoptosis rate of colon cancer cells with irradiation and chemical treatment.


Asunto(s)
Carcinogénesis/metabolismo , Factor Estimulante de Colonias de Granulocitos y Macrófagos/genética , Interleucina-6/genética , Intestinos/patología , Receptor Toll-Like 4/metabolismo , Regulación hacia Arriba/genética , Proteína de la Poliposis Adenomatosa del Colon/metabolismo , Animales , Células de la Médula Ósea/metabolismo , Carcinogénesis/genética , Carcinogénesis/patología , Línea Celular Tumoral , Modelos Animales de Enfermedad , Regulación hacia Abajo/genética , Regulación Neoplásica de la Expresión Génica , Factor Estimulante de Colonias de Granulocitos y Macrófagos/metabolismo , Células Madre Hematopoyéticas/metabolismo , Interleucina-6/metabolismo , Pólipos Intestinales/patología , Ratones Endogámicos C57BL , Receptor Toll-Like 4/deficiencia
14.
Plant Mol Biol ; 103(4-5): 545-560, 2020 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-32504260

RESUMEN

KEY MESSAGE: OsGTγ-2, a trihelix transcription factor, is a positive regulator of rice responses to salt stress by regulating the expression of ion transporters. Salinity stress seriously restricts rice growth and yield. Trihelix transcription factors (GT factors) specifically bind to GT elements and play a diverse role in plant morphological development and responses to abiotic stresses. In our previous study, we found that the GT-1 element (GAAAAA) is a key element in the salinity-induced OsRAV2 promoter. Here, we identified a rice OsGTγ family member, OsGTγ-2, which directly interacted with the GT-1 element in the OsRAV2 promoter. OsGTγ-2 specifically targeted the nucleus, was mainly expressed in roots, sheathes, stems and seeds, and was induced by salinity, osmotic and oxidative stresses and abscisic acid (ABA). The seed germination rate, seedling growth and survival rate under salinity stress was improved in OsGTγ-2 overexpressing lines (PZmUbi::OsGTγ-2). In contrast, CRISPR/Cas9-mediated OsGTγ-2 knockout lines (osgtγ-2) showed salt-hypersensitive phenotypes. In response to salt stress, different Na+ and K+ acclamation patterns were observed in PZmUbi::OsGTγ-2 lines and osgtγ-2 plants were observed. The molecular mechanism of OsGTγ-2 in rice salt adaptation was also investigated. Several major genes responsible for ion transporting, such as the OsHKT2; 1, OsHKT1; 3 and OsNHX1 were transcriptionally regulated by OsGTγ-2. A subsequent yeast one-hybrid assay and EMSA indicated that OsGTγ-2 directly interacted with the promoters of OsHKT2; 1, OsNHX1 and OsHKT1; 3. Taken together, these results suggest that OsGTγ-2 is an important positive regulator involved in rice responses to salt stress and suggest a potential role for OsGTγ-2 in regulating salinity adaptation in rice.


Asunto(s)
Aclimatación/fisiología , Proteínas de Unión al ADN/metabolismo , Oryza/fisiología , Estrés Salino/fisiología , Tolerancia a la Sal/genética , Factores de Transcripción/metabolismo , Ácido Abscísico/metabolismo , Aclimatación/genética , Adaptación Fisiológica , Sistemas CRISPR-Cas , Proteínas de Transporte de Catión/metabolismo , Proteínas de Unión al ADN/genética , Regulación de la Expresión Génica de las Plantas , Oryza/genética , Oryza/crecimiento & desarrollo , Desarrollo de la Planta , Proteínas de Plantas/genética , Proteínas de Plantas/metabolismo , Raíces de Plantas/metabolismo , Salinidad , Plantones/genética , Semillas/metabolismo , Sodio/metabolismo , Intercambiadores de Sodio-Hidrógeno/metabolismo , Estrés Fisiológico/genética , Simportadores/metabolismo , Factores de Transcripción/genética
15.
Crit Care Med ; 48(10): e884-e888, 2020 10.
Artículo en Inglés | MEDLINE | ID: mdl-32931194

RESUMEN

OBJECTIVES: As a life-threatening condition, sepsis is one of the major public health issues worldwide. Early prediction can improve sepsis outcomes with appropriate interventions. With the PhysioNet/Computing in Cardiology Challenge 2019, we aimed to develop and validate a machine learning algorithm with high prediction performance and clinical interpretability for prediction of sepsis onset during critical care in real-time. DESIGN: Retrospective observational cohort study. SETTING: The dataset was collected from three ICUs in three different U.S. hospitals. Two of them were publicly available for model development (offline) and one was used for testing (online). PATIENTS: Forty-thousand three-hundred thirty-six ICU patients from the two model development databases and 24,819 from the test database. There are up to 40 hourly-recorded clinical variables for each ICU stay. The Sepsis-3 criteria were used to confirm sepsis onset. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Three-hundred twelve features were constructed hourly as the input of our proposed Time-phAsed machine learning model for Sepsis Prediction. Time-phAsed machine learning model for Sepsis Prediction first estimates the likelihood of sepsis onset for each hour of an ICU stay in the following 6 hours, and then makes a binary prediction with three time-phased cutoff values. On the internal validation set, the utility score (official challenge measurement) achieved by Time-phAsed machine learning model for Sepsis Prediction was 0.430. On the test set, the utility score reached was 0.354. Furthermore, Time-phAsed machine learning model for Sepsis Prediction provides an intuitive way to illustrate the impact of the input features on the outcome prediction, which makes it clinically interpretable. CONCLUSIONS: The proposed Time-phAsed machine learning model for Sepsis Prediction model is accurate and interpretable for real-time prediction of sepsis onset in critical care, which holds great potential for further evaluation in prospective studies.


Asunto(s)
Unidades de Cuidados Intensivos/estadística & datos numéricos , Aprendizaje Automático , Sepsis/diagnóstico , Sepsis/fisiopatología , Cuidados Críticos/estadística & datos numéricos , Diagnóstico Precoz , Humanos , Reproducibilidad de los Resultados , Estudios Retrospectivos , Índice de Severidad de la Enfermedad , Factores de Tiempo , Signos Vitales
16.
BMC Med Imaging ; 20(1): 38, 2020 04 15.
Artículo en Inglés | MEDLINE | ID: mdl-32293304

RESUMEN

BACKGROUND: Our study aims to develop and validate diagnostic models of the common parotid tumors based on whole-volume CT textural image biomarkers (IBMs) in combination with clinical parameters at a single institution. METHODS: The study cohort was composed of 51 pleomorphic adenoma (PA) patients and 42 Warthin tumor (WT) patients. Clinical parameters and conventional image features were scored retrospectively and textural IBMs were extracted from CT images of arterial phase. Independent-samples t test or Chi-square test was used for evaluating the significance of the difference among clinical parameters, conventional CT image features, and textural IBMs. The diagnostic performance of univariate model and multivariate model was evaluated via receiver operating characteristic (ROC) curve and area under ROC curve (AUC). RESULTS: Significant differences were found in clinical parameters (age, gender, disease duration, smoking), conventional image features (site, maximum diameter, time-density curve, peripheral vessels sign) and textural IBMs (mean, uniformity, energy, entropy) between PA group and WT group (P<0.05). ROC analysis showed that clinical parameter (age) and quantitative textural IBMs (mean, energy, entropy) were able to categorize the patients into PA group and WT group, with the AUC of 0.784, 0.902, 0.910, 0.805, respectively. When IBMs were added in clinical model, the multivariate models including age-mean and age-energy performed significantly better than the univariate models with the improved AUC of 0.940, 0.944, respectively (P<0.001). CONCLUSIONS: Both clinical parameter and CT textural IBMs can be used for the preoperative, noninvasive diagnosis of parotid PA and WT. The diagnostic performance of textural IBM model was obviously better than that of clinical model and conventional image model in this study. While the multivariate model consisted of clinical parameter and textural IBM had the optimal diagnostic performance, which would contribute to the better selection of individualized surgery program.


Asunto(s)
Adenolinfoma/diagnóstico por imagen , Adenoma Pleomórfico/diagnóstico por imagen , Procesamiento de Imagen Asistido por Computador/métodos , Neoplasias de la Parótida/diagnóstico por imagen , Anciano , Femenino , Humanos , Masculino , Persona de Mediana Edad , Periodo Preoperatorio , Estudios Retrospectivos , Sensibilidad y Especificidad , Tomografía Computarizada por Rayos X
17.
BMC Bioinformatics ; 20(1): 345, 2019 Jun 17.
Artículo en Inglés | MEDLINE | ID: mdl-31208325

RESUMEN

BACKGROUND: Next-generation sequencing technology is developing rapidly and the vast amount of data that is generated needs to be preprocessed for downstream analyses. However, until now, software that can efficiently make all the quality assessments and filtration of raw data is still lacking. RESULTS: We developed FastProNGS to integrate the quality control process with automatic adapter removal. Parallel processing was implemented to speed up the process by allocating multiple threads. Compared with similar up-to-date preprocessing tools, FastProNGS is by far the fastest. Read information before and after filtration can be output in plain-text, JSON, or HTML formats with user-friendly visualization. CONCLUSIONS: FastProNGS is a rapid, standardized, and user-friendly tool for preprocessing next-generation sequencing data within minutes. It is an all-in-one software that is convenient for bulk data analysis. It is also very flexible and can implement different functions using different user-set parameter combinations.


Asunto(s)
Secuenciación de Nucleótidos de Alto Rendimiento/métodos , Programas Informáticos , Humanos , Control de Calidad , Factores de Tiempo , Flujo de Trabajo
18.
J Transl Med ; 15(1): 133, 2017 06 07.
Artículo en Inglés | MEDLINE | ID: mdl-28592251

RESUMEN

BACKGROUND: Oral lichen planus (OLP) is a T cell-mediated autoimmune disease. The aetiology and molecular mechanisms of OLP remain unclear. Human cytomegalovirus (HCMV) infection is a causal factor in the development of various diseases, but the clinical relevance of HCMV in OLP has not been thoroughly investigated. METHODS: In the present study, we firstly examined twenty-three HCMV-encoded microRNA (miRNA) expression profiles in plasma from training set that including 21 OLP patients and 18 healthy controls using RT-qPCR technology. Dysregulated miRNAs were subsequently confirmed in another larger cohort refereed as validation set consisting of 40 OLP patients and 33 healthy controls. HCMV DNA in peripheral blood leukocytes (PBLs) was also measured in an additional cohort of 13 OLP patients and 12 control subjects. Furthermore, bioinformatics analyses, luciferase reporter assay and western blotting were also performed to predict and verify the direct potential targets of HCMV-encoded miRNAs. RESULTS: The RT-qPCR results showed that the plasma levels of five HCMV-encoded miRNAs including hcmv-miR-UL112-3p, hcmv-miR-UL22a-5p, hcmv-miR-UL148d, hcmv-miR-UL36-5p and hcmv-miR-UL59 were significantly increased in OLP patients in both training and validation sets. HCMV DNA in PBLs was also significantly higher in OLP patients than in control subjects. Additionally, by using a combination of luciferase reporter assay and western blotting, we demonstrated that cytomegalovirus UL16-binding protein 1, a molecule that mediates the killing of virus-infected cells by natural killer cells, is a direct target of hcmv-miR-UL59. CONCLUSIONS: Our results demonstrate a distinct expression pattern of HCMV-encoded miRNAs in OLP patients, which may provide insight into the relationship between HCMV infection and OLP, and warrants additional study in the diagnosis and aetiology of OLP.


Asunto(s)
Perfilación de la Expresión Génica , Liquen Plano Oral/genética , Liquen Plano Oral/virología , MicroARNs/genética , Secuencia de Bases , Estudios de Casos y Controles , Citomegalovirus , Demografía , Exosomas/metabolismo , Femenino , Proteínas Ligadas a GPI/metabolismo , Células HEK293 , Humanos , Péptidos y Proteínas de Señalización Intracelular/metabolismo , Liquen Plano Oral/sangre , Masculino , MicroARNs/metabolismo , Persona de Mediana Edad , Reproducibilidad de los Resultados , Regulación hacia Arriba/genética
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