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1.
J Sci Food Agric ; 104(10): 5973-5981, 2024 Aug 15.
Artículo en Inglés | MEDLINE | ID: mdl-38436499

RESUMEN

BACKGROUND: Baijiu is a well-known alcoholic beverage in China and the quality is determined by various microorganisms during the fermentation process. Yeast is one of the most important microorganisms in the fermentation of baijiu. It has a strong esterification capacity and also affects the aroma. RESULTS: High-throughput sequencing results showed that the fermented grains (jiupei) during baijiu production were mainly composed of eight highly abundant yeast species. The species and abundance of yeasts changed significantly with the fermentation process. The flavor of 30 yeast strains in the jiupei was determined by a sniffing test and gas chromatography-mass spectrometry (GC-MS). The strain with the highest flavor substance content (2.34 mg L-1), named YX3205, was identified as Clavispora lusitaniae. Tolerance results showed that C. lusitaniae YX3205 can tolerate up to 15% (v v-1) ethanol. In a solid-state simulated fermentation experiment, the content of 24 flavor substances was significantly increased in the fortified group, and the total ester content reached 4240.73 µg kg-1, which was 2.8 times higher than that of the control group. CONCLUSION: The present study demonstrated the potential of C. lusitaniae YX3205 to enhance the flavor of baijiu, thereby serving as a valuable strain for the improvement of the flavor quality of baijiu. © 2024 Society of Chemical Industry.


Asunto(s)
Bebidas Alcohólicas , Fermentación , Aromatizantes , Gusto , Levaduras , Aromatizantes/metabolismo , Aromatizantes/química , Levaduras/metabolismo , Levaduras/clasificación , Levaduras/genética , Bebidas Alcohólicas/análisis , Bebidas Alcohólicas/microbiología , China , Cromatografía de Gases y Espectrometría de Masas , Grano Comestible/química , Grano Comestible/microbiología , Grano Comestible/metabolismo , Etanol/metabolismo , Etanol/análisis
2.
Inorg Chem ; 62(37): 14998-15005, 2023 Sep 18.
Artículo en Inglés | MEDLINE | ID: mdl-37655478

RESUMEN

Although ionic liquids (ILs) are of prime interest for the synthesis of various nanomaterials, they are scarcely utilized for the polyhydrido copper(I) [Cu(I)H] clusters. Herein, two air-stable Cu(I)H clusters, [Cu8H6(dppy)6](NTf2)2 (Cu8H6) and {Cu12H9(dppy)6[N(CN)2]3} (Cu12H9), are synthesized in high yields for the first time from the ILs-driven conversion of an unprecedented cluster [Cu7H5(dppy)6](ClO4)2 (Cu7H5) by a facile three-layers diffusion crystal (TLDC) method, strategically introducing IL-NTf2 and IL-N(CN)2 as two types of unusual interfacial crystallized templates, respectively. Their structures are fully characterized by various spectroscopic methods and X-ray crystallography, which shows that the anion of IL plays an important role as an anion template and an anion ligand in controlling the structural conversion of Cu(I)H clusters. Their photophysical properties are also investigated, and it is found that all reported clusters exhibit red luminescence with λem ranging from 600 to 690 nm.

3.
Langmuir ; 38(9): 2993-2999, 2022 Mar 08.
Artículo en Inglés | MEDLINE | ID: mdl-35212548

RESUMEN

Metallic materials with unique surface structure have attracted much attention due to their unique physical and chemical properties. However, it is hard to prepare bulk metallic materials with special crystal faces, especially at the nanoscale. Herein, we report an efficient method to adjust the surface structure of a Cu plate which combines ion implantation technology with the oxidation-etching process. The large number of vacancies generated by ion implantation induced the electrochemical oxidation of several atomic layers in depth; after chemical etching, the Cu(100) planes were exposed on the surface of the Cu plate. As a catalyst for acid hydrogen evolution reaction, the Cu plate with (100) planes merely needs 273 mV to deliver a current density of 10 mA/cm2 because the high-energy (100) surface has moderate hydrogen adsorption and desorption capability. This work provides an appealing strategy to engineer the surface structure of bulk metallic materials and improve their catalytic properties.

4.
Org Biomol Chem ; 20(48): 9722-9733, 2022 12 14.
Artículo en Inglés | MEDLINE | ID: mdl-36440712

RESUMEN

A mild and efficient transition-metal-free radical difluorobenzylation/cyclization of unactivated alkenes toward the synthesis of difluorobenzylated polycyclic quinazolinone derivatives with easily accessible α,α-difluoroarylacetic acids has been developed. This transformation has the advantages of wide functional group compatibility, a broad substrate scope, and operational simplicity. This methodology provided a highly attractive access to pharmaceutically valuable ArCF2-containing polycyclic quinazolinones.


Asunto(s)
Alquenos , Elementos de Transición , Ciclización , Quinazolinonas , Estructura Molecular , Radicales Libres
5.
Acta Pharmacol Sin ; 43(4): 908-918, 2022 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-34316030

RESUMEN

Silicosis is a global occupational disease characterized by lung dysfunction, pulmonary inflammation, and fibrosis, for which there is a lack of effective drugs. Pirfenidone has been shown to exert anti-inflammatory and anti-fibrotic properties in the lung. However, whether and how pirfenidone is effective against silicosis remains unknown. Here, we evaluated the efficacy of pirfenidone in the treatment of early and advanced silicosis in an experimental mouse model and explored its potential pharmacological mechanisms. We found that pirfenidone alleviated silica-induced lung dysfunction, secretion of inflammatory cytokines (TNF-α, IL-1ß, IL-6) and deposition of fibrotic proteins (collagen I and fibronectin) in both early and advanced silicosis models. Moreover, we observed that both 100 and 200 mg/kg pirfenidone can effectively treat early-stage silicosis, while 400 mg/kg was recommended for advanced silicosis. Mechanistically, antibody array and bioinformatic analysis showed that the pathways related to IL-17 secretion, including JAK-STAT pathway, Th17 differentiation, and IL-17 pathway, might be involved in the treatment of silicosis by pirfenidone. Further in vivo experiments confirmed that pirfenidone reduced the production of IL-17A induced by silica exposure via inhibiting STAT3 phosphorylation. Neutralizing IL-17A by anti-IL-17A antibody improved lung function and reduced pulmonary inflammation and fibrosis in silicosis animals. Collectively, our study has demonstrated that pirfenidone effectively ameliorated silica-induced lung dysfunction, pulmonary inflammation and fibrosis in mouse models by inhibiting the secretion of IL-17A.


Asunto(s)
Interleucina-17 , Neumonía , Animales , Modelos Animales de Enfermedad , Fibrosis , Inflamación/inducido químicamente , Inflamación/tratamiento farmacológico , Inflamación/metabolismo , Interleucina-17/metabolismo , Quinasas Janus/metabolismo , Quinasas Janus/uso terapéutico , Pulmón/metabolismo , Ratones , Ratones Endogámicos C57BL , Neumonía/inducido químicamente , Neumonía/tratamiento farmacológico , Neumonía/metabolismo , Piridonas , Factores de Transcripción STAT/metabolismo , Factores de Transcripción STAT/uso terapéutico , Transducción de Señal , Dióxido de Silicio/toxicidad
6.
Acta Pharmacol Sin ; 43(5): 1274-1284, 2022 May.
Artículo en Inglés | MEDLINE | ID: mdl-34417574

RESUMEN

Silicosis caused by inhalation of silica particles leads to more than ten thousand new occupational exposure-related deaths yearly. Exacerbating this issue, there are currently few drugs reported to effectively treat silicosis. Tetrandrine is the only drug approved for silicosis treatment in China, and despite more than decades of use, its efficacy and mechanisms of action remain largely unknown. Here, in this study, we established silicosis mouse models to investigate the effectiveness of tetrandrine of early and late therapeutic administration. To this end, we used multiple cardiopulmonary function test, as well as markers for inflammation and fibrosis. Moreover, using single cell RNA sequencing and transcriptomics of lung tissue and quantitative microarray analysis of serum from silicosis and control mice, our results provide a novel description of the target pathways for tetrandrine. Specifically, we found that tetrandrine attenuated silicosis by inhibiting both the canonical and non-canonical NLRP3 inflammasome pathways in lung macrophages. Taken together, our work showed that tetrandrine yielded promising results against silicosis-associated inflammation and fibrosis and further lied the groundwork for understanding its molecular targets. Our results also facilitated the wider adoption and development of tetrandirne, potentially accelerating a globally accepted therapeutic strategy for silicosis.


Asunto(s)
Inflamasomas , Silicosis , Animales , Bencilisoquinolinas , Fibrosis , Inflamasomas/metabolismo , Inflamación/metabolismo , Pulmón/patología , Macrófagos/metabolismo , Ratones , Proteína con Dominio Pirina 3 de la Familia NLR/metabolismo , Silicosis/tratamiento farmacológico , Silicosis/metabolismo
7.
Am J Hum Genet ; 102(6): 1031-1047, 2018 06 07.
Artículo en Inglés | MEDLINE | ID: mdl-29754769

RESUMEN

Analysis of de novo mutations (DNMs) from sequencing data of nuclear families has identified risk genes for many complex diseases, including multiple neurodevelopmental and psychiatric disorders. Most of these efforts have focused on mutations in protein-coding sequences. Evidence from genome-wide association studies (GWASs) strongly suggests that variants important to human diseases often lie in non-coding regions. Extending DNM-based approaches to non-coding sequences is challenging, however, because the functional significance of non-coding mutations is difficult to predict. We propose a statistical framework for analyzing DNMs from whole-genome sequencing (WGS) data. This method, TADA-Annotations (TADA-A), is a major advance of the TADA method we developed earlier for DNM analysis in coding regions. TADA-A is able to incorporate many functional annotations such as conservation and enhancer marks, to learn from data which annotations are informative of pathogenic mutations, and to combine both coding and non-coding mutations at the gene level to detect risk genes. It also supports meta-analysis of multiple DNM studies, while adjusting for study-specific technical effects. We applied TADA-A to WGS data of ∼300 autism-affected family trios across five studies and discovered several autism risk genes. The software is freely available for all research uses.


Asunto(s)
Mapeo Cromosómico , Predisposición Genética a la Enfermedad , Mutación/genética , Estadística como Asunto , Secuenciación Completa del Genoma , Trastorno Autístico/genética , Calibración , Elementos de Facilitación Genéticos/genética , Humanos , Anotación de Secuencia Molecular , Tasa de Mutación , Empalme del ARN/genética , Factores de Riesgo , Secuenciación del Exoma
8.
Wei Sheng Yan Jiu ; 50(6): 909-913, 2021 Nov.
Artículo en Zh | MEDLINE | ID: mdl-34949315

RESUMEN

OBJECTIVE: To explore the status of malnutrition and dietary behavior characteristics of children aged 3-5 in Tonghua, Nanchang, Changsha, Kunming and Weinan, and to analyze the relationship between them. METHODS: Data was from National Nutrition and Health Systematic Survey for 0-18 Years Old Children in China. A total of 1741 children were randomly selected from five cities by multi-stage stratified cluster sampling, and their physical fitness was measured and investigated by questionnaire. Chi-square test and multivariate binomial Logistic regression analysis were used to assess the relationship between nutritional deficiency and diet and feeding behavior. RESULTS: Among the investigated children, the underweight rate, stunting rate and wasting rate were 0.52%, 1.09% and 1.03%, respectively. Dietary behavior restriction was the risk factor for stunting(OR=4.72, 95% CI 1.41-15.84), poor eating habits were the risk factor for wasting(OR=3.64, 95% CI 1.01-13.34). No statistical association was found between underweight and diet and feeding behavior. CONCLUSION: The incidence of malnutrition among children aged 3-5 years in five urban areas of China is low. There is a correlation between malnutrition and poor diet and feeding behavior. Measures should be taken to correct the poor eating habits of children and the feeding behavior of caregivers, so as to improve the nutritional status of children.


Asunto(s)
Desnutrición , Adolescente , Niño , Preescolar , China/epidemiología , Ciudades , Dieta , Humanos , Lactante , Recién Nacido , Desnutrición/epidemiología , Estado Nutricional , Prevalencia
9.
Sensors (Basel) ; 18(2)2018 01 29.
Artículo en Inglés | MEDLINE | ID: mdl-29382126

RESUMEN

The authors wish to correct Figures 12 and 14 in their paper published in Sensors [1], doi:10.3390/s17051075, http://www.mdpi.com/1424-8220/17/5/1075[...].

10.
Sensors (Basel) ; 17(5)2017 May 09.
Artículo en Inglés | MEDLINE | ID: mdl-28486429

RESUMEN

We present a non-destructive approach to sense inclusion objects embedded in a solid medium remotely from force sensors applied to the medium and boundary displacements that could be measured via a digital image correlation system using a set of cameras. We provide a rationale and strategy to uniquely identify the heterogeneous sample composition based on stiffness (here, shear modulus) maps. The feasibility of this inversion scheme is tested with simulated experiments that could have clinical relevance in diagnostic imaging (e.g., tumor detection) or could be applied to engineering materials. No assumptions are made on the shape or stiffness quantity of the inclusions. We observe that the novel inversion method using solely boundary displacements and force measurements performs well in recovering the heterogeneous material/tissue composition that consists of one and two stiff inclusions embedded in a softer background material. Furthermore, the target shear modulus value for the stiffer inclusion region is underestimated and the inclusion size is overestimated when incomplete boundary displacements on some part of the boundary are utilized. For displacements measured on the entire boundary, the shear modulus reconstruction improves significantly. Additionally, we observe that with increasing number of displacement data sets utilized in solving the inverse problem, the quality of the mapped shear moduli improves. We also analyze the sensitivity of the shear modulus maps on the noise level varied between 0.1% and 5% white Gaussian noise in the boundary displacements, force and corresponding displacement indentation. Finally, a sensitivity analysis of the recovered shear moduli to the depth, stiffness and the shape of the stiff inclusion is performed. We conclude that this approach has potential as a novel imaging modality and refer to it as Mechanics Based Tomography (MBT).

11.
J Asian Nat Prod Res ; 19(9): 930-934, 2017 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-27931113

RESUMEN

A new naphthalenepropanoic acid analog (1) was isolated from the broth of the actinomycetes Micromonospora sp. HS-HM-036. The structure of compound 1 was determined based on MS and extensive NMR analysis. A preliminary investigation of the biological activity of compound 1 was also described.


Asunto(s)
Antibacterianos/aislamiento & purificación , Micromonospora/química , Naftalenos/aislamiento & purificación , Antibacterianos/química , Bacillus subtilis/efectos de los fármacos , Biología Marina , Pruebas de Sensibilidad Microbiana , Estructura Molecular , Naftalenos/química , Naftalenos/farmacología , Resonancia Magnética Nuclear Biomolecular , Pseudomonas aeruginosa/efectos de los fármacos
12.
Jpn J Clin Oncol ; 46(2): 126-31, 2016 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-26611205

RESUMEN

OBJECTIVE: The aim of this study was to investigate the effect of neutrophil-to-lymphocyte ratio on the prognosis of patients with locoregionally advanced laryngeal carcinoma treated with chemoradiotherapy. METHODS: One hundred and twenty-five patients with locoregionally advanced laryngeal carcinoma (cT3-4 N0-3M0) treated with chemoradiotherapy were reviewed retrospectively. Chemoradiotherapy comprised external beam radiotherapy to the larynx (70 Gy) with three cycles of cisplatin at 3 week intervals. The survival rate was calculated using the Kaplan-Meier method, and a multivariate analysis was used to identify significant factors associated with prognosis, using a Cox proportional hazards model. RESULTS: During the median (range) follow-up of 45 months, the median neutrophil-to-lymphocyte ratio was 3.02. The high neutrophil-to-lymphocyte ratio group (neutrophil-to-lymphocyte ratio > 3.0) contained 69 patients and the low neutrophil-to-lymphocyte ratio group (neutrophil-to-lymphocyte ratio < 3.0) contained 46 patients. The low neutrophil-to-lymphocyte ratio group patients had a significantly higher chemoradiotherapeutic disease control rate (86.96 vs. 69.57%, P = 0.031). Forty-six patients had a low neutrophil-to-lymphocyte ratio (<3.0) before chemoradiotherapy and their progression-free survival and 75% overall survival were significantly better than that of the high neutrophil-to-lymphocyte ratio patients (P = 0.015, P = 0.045). Multivariate analysis showed that neutrophil-to-lymphocyte ratio and N stage were independent prognostic indicators for progression-free survival (with a hazard ratio of 1.79, P = 0.003 and a hazard ratio of 1.28, P = 0.034) and overall survival (with a hazard ratio of 1.51, P = 0.029 and a hazard ratio of 1.21, P = 0.043), respectively. CONCLUSION: Pre-treatment neutrophil-to-lymphocyte ratio is a useful prognostic marker in patients with locoregionally advanced laryngeal carcinoma treated with chemoradiotherapy.


Asunto(s)
Antineoplásicos/uso terapéutico , Cisplatino/uso terapéutico , Neoplasias Laríngeas/patología , Neoplasias Laríngeas/terapia , Linfocitos , Neutrófilos , Adulto , Anciano , Antineoplásicos/administración & dosificación , Quimioradioterapia/métodos , Cisplatino/administración & dosificación , Supervivencia sin Enfermedad , Esquema de Medicación , Femenino , Humanos , Estimación de Kaplan-Meier , Recuento de Leucocitos , Recuento de Linfocitos , Masculino , Persona de Mediana Edad , Estadificación de Neoplasias , Valor Predictivo de las Pruebas , Pronóstico , Modelos de Riesgos Proporcionales , Fármacos Sensibilizantes a Radiaciones/uso terapéutico , Estudios Retrospectivos
13.
Radiat Environ Biophys ; 55(2): 195-202, 2016 May.
Artículo en Inglés | MEDLINE | ID: mdl-26980623

RESUMEN

The purpose of this study was to investigate the role of Sestrin2 in response to radiation-induced injury to the heart and on the cardiomyopathy development in the mouse. Mice with genetic deletion of the Sestrin2 (Sestrin2 knockout mice [Sestrin2 KO]) and treatment with irradiation (22 or 15 Gy) were used as independent approaches to determine the role of Sestrin2. Echocardiography (before and after isoproterenol challenge) and left ventricular (LV) catheterization were performed to evaluate changes in LV dimensions and function. Masson's trichrome was used to assess myocardial fibrosis. Immunohistochemistry and Western blot were used to detect the capillary density. After 22 or 15 Gy irradiation, the LV ejection fraction (EF) was impaired in wt mice at 1 week and 4 months after irradiation when compared with sham irradiation. Compared to wt mice, Sestrin2 KO mice had significant reduction in reduced LVEF at 1 week and 4 months after irradiation. A significant increase in LV end-diastolic pressure and myocardial fibrosis and a significant decrease in capillary density were observed in irradiation-wt mice, as well as in irradiation-Sestrin2 KO mice. Sestrin2 involved in the regulation of cardiomyopathy (such as myocardial fibrosis) after irradiation. Overexpression of Sestrin2 might be useful in limiting radiation-induced myocardial injury.


Asunto(s)
Cardiomiopatías/etiología , Cardiomiopatías/metabolismo , Miocardio/metabolismo , Proteínas Nucleares/metabolismo , Traumatismos por Radiación/etiología , Traumatismos por Radiación/metabolismo , Animales , Capilares/metabolismo , Capilares/efectos de la radiación , Cardiomiopatías/patología , Cardiomiopatías/fisiopatología , Fibrosis , Técnicas de Inactivación de Genes , Corazón/fisiopatología , Corazón/efectos de la radiación , Hemodinámica/efectos de la radiación , Masculino , Ratones , Ratones Endogámicos C57BL , Miocardio/patología , Proteínas Nucleares/deficiencia , Proteínas Nucleares/genética , Peroxidasas , Traumatismos por Radiación/patología , Traumatismos por Radiación/fisiopatología , Análisis de Supervivencia , Factores de Tiempo , Función Ventricular Izquierda/efectos de la radiación
14.
Future Oncol ; 11(21): 2905-10, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-26436474

RESUMEN

AIM: The present study evaluated the value of serum ferritin (SF) level for the prognosis of patients with locally advanced pancreatic cancer (LAPC). PATIENTS & METHODS: A total of 79 patients with LAPC treated by chemoradiotherapy were reviewed retrospectively. Pretreatment and post-treatment levels of SF were obtained. RESULTS: Median progression-free survival (PFS) was 11.8 months; median overall survival was 18.3 months. A total of 36 patients with elevated SF level showed significantly worse overall survival and PFS than patients with low SF level (p = 0.002 and p = 0.004, respectively). In total, 17 patients showed normal SF level after chemoradiotherapy, and their median PFS was 3.2 months longer than that of patients whose SF levels were not restored after chemoradiotherapy. CONCLUSION: SF may serve as a valuable tool to assess prognosis and monitor chemoradiotherapy response in patients with LAPC.


Asunto(s)
Ferritinas/sangre , Neoplasias Pancreáticas/sangre , Neoplasias Pancreáticas/mortalidad , Adulto , Anciano , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Terapia Combinada , Femenino , Humanos , Masculino , Persona de Mediana Edad , Estadificación de Neoplasias , Neoplasias Pancreáticas/patología , Neoplasias Pancreáticas/terapia , Pronóstico , Radioterapia , Resultado del Tratamiento , Carga Tumoral
15.
Abdom Imaging ; 40(8): 3117-21, 2015 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-26350284

RESUMEN

BACKGROUND: The aim of the present study was to investigate the use and value of maximum standardized uptake value (SUV max) on positron emission tomography/computed tomography (PET/CT) images as a prognostic marker for patients with locally advanced pancreatic cancer (LAPC). MATERIALS AND METHODS: The medical records of all consecutive patients who underwent PET/CT examination in our institution were retrospectively reviewed. Inclusion criteria were histologically or cytologically proven LAPC. Patients with distant metastasis were excluded. For statistical analysis, the SUV max of primary pancreatic cancer was measured. Survival rates were calculated using the Kaplan-Meier method, and multivariable analysis was performed to determine the association of SUV max with overall survival (OS) and progression-free survival (PFS) using a Cox proportional hazards model. RESULTS: Between July 2006 and June 2013, 69 patients were enrolled in the present study. OS and PFS were 14.9 months [95% confidence interval (CI) 13.1-16.7] and 8.3 months (95% CI 7.1-9.5), respectively. A high SUV max (>5.5) was observed in 35 patients, who had significantly worse OS and PFS than the remaining patients with a low SUV max (P = 0.025 and P = 0.003). Univariate analysis showed that SUV max and tumor size were prognostic factors for OS, with a hazard ratio of 1.90 and 1.81, respectively. A high SUV max was an independent prognostic factor, with a hazard ratio of 1.89 (95% CI 1.015-3.519, P = 0.045). CONCLUSION: The present study suggests that increased SUV max is a predictor of poor prognosis in patients with LAPC.


Asunto(s)
Fluorodesoxiglucosa F18/metabolismo , Imagen Multimodal , Neoplasias Pancreáticas/diagnóstico , Neoplasias Pancreáticas/metabolismo , Tomografía de Emisión de Positrones , Tomografía Computarizada por Rayos X , Femenino , Estudios de Seguimiento , Humanos , Estimación de Kaplan-Meier , Masculino , Persona de Mediana Edad , Páncreas/diagnóstico por imagen , Páncreas/metabolismo , Pronóstico , Modelos de Riesgos Proporcionales , Radiofármacos/metabolismo , Estudios Retrospectivos
16.
Bioengineering (Basel) ; 11(5)2024 Apr 26.
Artículo en Inglés | MEDLINE | ID: mdl-38790296

RESUMEN

PURPOSE: This study aimed to employ the incremental digital image correlation (DIC) method to obtain displacement and strain field data of the cornea from Corvis ST (CVS) sequences and access the performance of embedding these biomechanical data with machine learning models to distinguish forme fruste keratoconus (FFKC) from normal corneas. METHODS: 100 subjects were categorized into normal (N = 50) and FFKC (N = 50) groups. Image sequences depicting the horizontal cross-section of the human cornea under air puff were captured using the Corvis ST tonometer. The high-speed evolution of full-field corneal displacement, strain, velocity, and strain rate was reconstructed utilizing the incremental DIC approach. Maximum (max-) and average (ave-) values of full-field displacement V, shear strain γxy, velocity VR, and shear strain rate γxyR were determined over time, generating eight evolution curves denoting max-V, max-γxy, max-VR, max-γxyR, ave-V, ave-γxy, ave-VR, and ave-γxyR, respectively. These evolution data were inputted into two machine learning (ML) models, specifically Naïve Bayes (NB) and Random Forest (RF) models, which were subsequently employed to construct a voting classifier. The performance of the models in diagnosing FFKC from normal corneas was compared to existing CVS parameters. RESULTS: The Normal group and the FFKC group each included 50 eyes. The FFKC group did not differ from healthy controls for age (p = 0.26) and gender (p = 0.36) at baseline, but they had significantly lower bIOP (p < 0.001) and thinner central cornea thickness (CCT) (p < 0.001). The results demonstrated that the proposed voting ensemble model yielded the highest performance with an AUC of 1.00, followed by the RF model with an AUC of 0.99. Radius and A2 Time emerged as the best-performing CVS parameters with AUC values of 0.948 and 0.938, respectively. Nonetheless, no existing Corvis ST parameters outperformed the ML models. A progressive enhancement in performance of the ML models was observed with incremental time points during the corneal deformation. CONCLUSION: This study represents the first instance where displacement and strain data following incremental DIC analysis of Corvis ST images were integrated with machine learning models to effectively differentiate FFKC corneas from normal ones, achieving superior accuracy compared to existing CVS parameters. Considering biomechanical responses of the inner cornea and their temporal pattern changes may significantly improve the early detection of keratoconus.

19.
Comput Biol Med ; 153: 106540, 2023 02.
Artículo en Inglés | MEDLINE | ID: mdl-36646022

RESUMEN

In-vivo corneal biomechanical characterization has gained significant clinical relevance in ophthalmology, especially in the early diagnosis of eye disorders and diseases (e.g. keratoconus). In clinical medicine, the air-puff-based tonometers such as Ocular Response Analyzer (ORA) and Corvis ST have been used in the in-vivo biomechanical testing. In the test, the high-speed dynamic deformation of the cornea under air-puff excitation is analyzed to identify the abnormities in the morphological and biomechanical properties of the cornea. While most existing measurements reflect the overall corneal biomechanical properties, in-vivo high-speed strain and strain rate fields at the tissue level have not been assessed. In this study, 20 subjects were classified into two different groups: the normal (NORM, N = 10) group and the keratoconus (KC, N = 10) group. Image sequences of the horizontal cross-section of the human cornea under air puff were captured by the Corvis ST tonometer. The macroscale mechanical response of the cornea was determined through image analysis. The high-speed evolution of full-field corneal displacement, strain, velocity, and strain rate was reconstructed using the incremental digital image correlation (DIC) approach. Differences in the parameters between the NORM and KC groups were statistically analyzed and compared. Statistical results indicated that compared with the NORM group, the KC corneas absorbed more energy (KC: 8.98 ± 2.76 mN mm; NORM: 4.79 ± 0.62 mN mm; p-value <0.001) with smaller tangent stiffness (KC: 22.49 ± 2.62 mN/mm; NORM: 24.52 ± 3.20 mN/mm; p-value = 0.15) and larger maximum deflection (KC: 0.99 ± 0.07 mN/mm; NORM: 0.92 ± 0.06 mN/mm; p-value <0.05) on the macro scale. Further, we also observed that The maximum displacement (KC: 1.17 ± 0.06 mm; NORM: 1.06 ± 0.07 mm; p-value <0.005), velocity (KC: 236 ± 29 mm/s; NORM: 203 ± 17 mm/s; p-value <0.01), shear strain (KC: 24.43 ± 2.59%; NORM: 20.26 ± 1.54%; p-value <0.001), and shear strain rate (KC: 69.74 ± 11.99 s-1; NORM: 54.84 ± 3.03 s-1; p-value <0.005) in the KC group significantly increased at the tissue level. This is the first time that the incremental DIC method was applied to the in-vivo high-speed corneal deformation measurement in combination with the Corvis ST tonometer. Through the image registration using incremental DIC analysis, spatiotemporal dynamic strain/strain rate maps of the cornea can be estimated at the tissue level. This is constructive for the clinical recognition and diagnosis of keratoconus at a more underlying level.


Asunto(s)
Queratocono , Humanos , Queratocono/diagnóstico por imagen , Fenómenos Biomecánicos , Córnea/diagnóstico por imagen , Tonometría Ocular , Diagnóstico por Imagen , Presión Intraocular
20.
Sci Rep ; 13(1): 5722, 2023 04 07.
Artículo en Inglés | MEDLINE | ID: mdl-37029259

RESUMEN

Gastric cancer (GC) has been identified as the third deadly cancer in the world. Accumulating researches suggest a potential role of microorganisms in tumorigenesis. However, the composition of microbiota in GC tissues is not clear and it changes throughout the different stages of GC remain mostly elusive. Our study integrated RNA-Seq data of 727 samples derived from gastric tissues across four datasets and revealed its microbial composition. In order to remove the false positive results, core taxa were defined and characterized. Based on it, we analyzed the influence of biological factors on its composition. The pan-microbiome of gastric tissues was estimated to be over than 1400 genera. Seventeen core genera were identified. Among them, Helicobacter, Lysobacter were significantly enriched in normal tissues, while Pseudomonas was enriched in tumor tissues. Interestingly, Acinetobacter, Pasteurella, Streptomyces, Chlamydia, and Lysobacter, showed a significant increase trend during tumor development and formed strong intra/inter-correlations among them or with other genera. Furthermore, we found that tumor stage played an important role in altering the microbial composition of GC tissues. This study provides support for the in-depth study of tumor microbiome, and the specific microbiome excavated provides a possibility for the subsequent identification of potential biomarkers for GC.


Asunto(s)
Microbioma Gastrointestinal , Microbiota , Neoplasias Gástricas , Humanos , Neoplasias Gástricas/genética , Neoplasias Gástricas/patología , Carcinogénesis , ARN Ribosómico 16S
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