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1.
Brief Bioinform ; 23(1)2022 01 17.
Artículo en Inglés | MEDLINE | ID: mdl-34586372

RESUMEN

MOTIVATION: m6A methylation is a highly prevalent post-transcriptional modification in eukaryotes. MeRIP-seq or m6A-seq, which comprises immunoprecipitation of methylation fragments , is the most common method for measuring methylation signals. Existing computational tools for analyzing MeRIP-seq data sets and identifying differentially methylated genes/regions are not most optimal. They either ignore the sparsity or dependence structure of the methylation signals within a gene/region. Modeling the methylation signals using univariate distributions could also lead to high type I error rates and low sensitivity. In this paper, we propose using mean vector testing (MVT) procedures for testing differential methylation of RNA at the gene level. MVTs use a distribution-free test statistic with proven ability to control type I error even for extremely small sample sizes. We performed a comprehensive simulation study comparing the MVTs to existing MeRIP-seq data analysis tools. Comparative analysis of existing MeRIP-seq data sets is presented to illustrate the advantage of using MVTs. RESULTS: Mean vector testing procedures are observed to control type I error rate and achieve high power for detecting differential RNA methylation using m6A-seq data. Results from two data sets indicate that the genes detected identified as having different m6A methylation patterns have high functional relevance to the study conditions. AVAILABILITY: The dimer software package for differential RNA methylation analysis is freely available at https://github.com/ouyang-lab/DIMER. SUPPLEMENTARY INFORMATION: Supplementary data are available at Briefings in Bioinformatics online.


Asunto(s)
ARN , Simulación por Computador , Inmunoprecipitación , Metilación , ARN/química , ARN/genética , Análisis de Secuencia de ARN/métodos
2.
Microvasc Res ; 154: 104680, 2024 07.
Artículo en Inglés | MEDLINE | ID: mdl-38484792

RESUMEN

Changes in the structure and function of nailfold capillaries may be indicators of numerous diseases. Noninvasive diagnostic tools are commonly used for the extraction of morphological information from segmented nailfold capillaries to study physiological and pathological changes therein. However, current segmentation methods for nailfold capillaries cannot accurately separate capillaries from the background, resulting in issues such as unclear segmentation boundaries. Therefore, improving the accuracy of nailfold capillary segmentation is necessary to facilitate more efficient clinical diagnosis and research. Herein, we propose a nailfold capillary image segmentation method based on a U2-Net backbone network combined with a Transformer structure. This method integrates the U2-Net and Transformer networks to establish a decoder-encoder network, which inserts Transformer layers into the nested two-layer U-shaped architecture of the U2-Net. This structure effectively extracts multiscale features within stages and aggregates multilevel features across stages to generate high-resolution feature maps. The experimental results demonstrate an overall accuracy of 98.23 %, a Dice coefficient of 88.56 %, and an IoU of 80.41 % compared to the ground truth. Furthermore, our proposed method improves the overall accuracy by approximately 2 %, 3 %, and 5 % compared to the original U2-Net, Res-Unet, and U-Net, respectively. These results indicate that the Transformer-U2Net network performs well in nailfold capillary image segmentation and provides more detailed and accurate information on the segmented nailfold capillary structure, which may aid clinicians in the more precise diagnosis and treatment of nailfold capillary-related diseases.


Asunto(s)
Capilares , Interpretación de Imagen Asistida por Computador , Uñas , Valor Predictivo de las Pruebas , Capilares/diagnóstico por imagen , Capilares/patología , Humanos , Uñas/irrigación sanguínea , Reproducibilidad de los Resultados , Angioscopía Microscópica , Femenino , Masculino , Adulto , Aprendizaje Profundo
3.
Lasers Med Sci ; 39(1): 187, 2024 Jul 20.
Artículo en Inglés | MEDLINE | ID: mdl-39031220

RESUMEN

The purpose of this research was to investigate the effect of toluidine blue (TB) mediated photodynamic therapy (PDT) on the inhibition of lipopolysaccharide (LPS)-induced inflammation in rat gingival fibroblasts through in vitro experiments. Rat gingival fibroblasts were divided into five groups: (1) control, (2) LPS treatment, (3) laser treatment, (4) TB treatment (1.0 µg/mL), and (5) PDT treatment (TB plus laser irradiation at 320 mW/cm2 for 240 s). After 24 h, cell growth activity was measured using MTT assay. The levels of receptor activator for nuclear factor-κB ligand (RANKL) and osteoprotegerin (OPG) in the cell culture supernatant were measured using enzyme-linked immunosorbent assay (ELISA). Nuclear proteins were extracted and the phosphorylation levels of phosphorylated nuclear factor-κB/p65 (p-p65) and phosphorylated inhibitor of nuclear factor-κB (p-IκBα) were determined using Western Blot. MTT results showed no significant difference in cell viability between the groups (P > 0.05). After LPS induction, OPG expression decreased, RANKL expression increased, and the OPG/RANKL ratio decreased, which was different from the control group (P < 0.05). After PDT treatment, OPG expression increased, RANKL expression decreased (P < 0.05), and the OPG/RANKL ratio increased (P < 0.05). Compared to the control group, there was no significant difference in OPG and RANKL expression or the OPG/RANKL ratio (P > 0.05). The activation of NF-κB was closely related to the phosphorylation levels of p-p65 and p-IκBα. LPS significantly up-regulated p-p65 and p-IκBα expression (P < 0.05), while PDT treatment decreased their phosphorylation levels (P < 0.05). TB-PDT treatment can inhibit NF-κB signaling pathway activation, decrease RANKL and OPG expression, and reduce the OPG/RANKL ratio, thereby reducing inflammation and playing a role in periodontitis treatment.


Asunto(s)
Fibroblastos , Encía , Lipopolisacáridos , Osteoprotegerina , Fotoquimioterapia , Ligando RANK , Cloruro de Tolonio , Animales , Fotoquimioterapia/métodos , Ratas , Encía/efectos de los fármacos , Encía/citología , Fibroblastos/efectos de los fármacos , Fibroblastos/efectos de la radiación , Fibroblastos/metabolismo , Ligando RANK/metabolismo , Osteoprotegerina/metabolismo , Células Cultivadas , Inflamación , FN-kappa B/metabolismo , Supervivencia Celular/efectos de los fármacos , Supervivencia Celular/efectos de la radiación , Fármacos Fotosensibilizantes/farmacología , Fosforilación
4.
Microvasc Res ; 146: 104472, 2023 03.
Artículo en Inglés | MEDLINE | ID: mdl-36572207

RESUMEN

Collecting and analyzing human nailfold images is an important component of studying human microcirculation. However, the large-field-of-view and high-resolution nailfold images captured by research microscopes introduce issues such as uneven brightness, low imaging contrast, and unclear vascular contours. To overcome these issues, this paper proposes a hybrid enhancement algorithm for nailfold images with large fields of view. First, adaptive histogram equalization with limited contrast (Clahe) is used to redistribute gray levels to enhance the brightness and contrast of images. Next, nonlocal means denoising (NL-means) is used to remove the noise amplified by Clahe algorithm. Finally, unsharp masking (Usm) is used to enhance the edge contour information of nailfold blood vessels. Comparing the enhanced images reveals that the hybrid enhancement algorithm improves the brightness and contrast of the nailfold image, makes the nailfold vessel contour more obvious, and the image noise continues to remain small, and it obtains the best visual effect. It is superior to other algorithms in terms of objective indicators and subjective evaluation.


Asunto(s)
Algoritmos , Aumento de la Imagen , Humanos , Aumento de la Imagen/métodos , Microcirculación
5.
Microvasc Res ; 150: 104593, 2023 11.
Artículo en Inglés | MEDLINE | ID: mdl-37582460

RESUMEN

Nailfold capillary density is an essential physiological parameter for analyzing nailfold health; however, clinical images of the nailfold are taken in many situations, and most clinicians subjectively analyze nailfold images. Therefore, based on the improved "you only look once v5" (YOLOv5) algorithm, this study proposes an automated method for measuring nailfold capillary density. The improved technique can effectively and rapidly detect distal capillaries by incorporating methods or structures such as 9mosaic, spatial pyramid pooling cross-stage partial construction, bilinear interpolation, and efficient intersection over union. First, the modified YOLOv5 algorithm was used to detect nailfold capillaries. Subsequently, the number of distal capillaries was filtered using the 90° method. Finally, the capillary density was calculated. The results showed that the Average Precision (AP)@0.5 value of the proposed approach reached 85.2 %, which was an improvement of 4.93 %, 5.24 %, and 107 % compared with the original YOLOv5, YOLOv6, and simple-faster rapid-region convolutional network (R-CNN), respectively. For different nailfold images, using the density calculated by nailfold experts as a benchmark, the calculated results of the proposed method were consistent with the manually calculated results and superior to those of the original YOLOv5.


Asunto(s)
Capilares , Uñas , Uñas/irrigación sanguínea , Angioscopía Microscópica/métodos , Algoritmos
6.
BMC Surg ; 23(1): 306, 2023 Oct 10.
Artículo en Inglés | MEDLINE | ID: mdl-37817168

RESUMEN

BACKGROUND: To compare short-term and long-term clinical effects of modified overlap anastomosis and conventional incision-assisted anastomosis for laparoscopic total gastrectomy. METHODS: This retrospective cohort study included patients with gastric cancer admitted to the Second Affiliated Hospital of Fujian Medical University from January 2016 to March 2020. Quality of life, intraoperative and postoperative conditions were analyzed. RESULTS: Compared with the conventional assisted group, the modified overlap group showed a shorter auxiliary incision, milder postoperative pain, shorter time to the first postoperative anal exhaust, shorter time to the first postoperative liquid food intake, and shorter postoperative stay. There were no differences between the two groups regarding operation time, esophagus-jejunum anastomosis time, intraoperative blood loss, number of lymph nodes dissected, and length of the upper incision margin. There were no differences between the two groups regarding postoperative early and late complications. There were no differences between the two groups regarding the QLQ-C30 scale three years after the operation. The scores of the QLQ-STO22 scale 3 years after the operation showed significantly lower scores for dysphagia and feeding limit in the modified overlap group than those in the conventional assisted anastomosis group. There was no recurrence in the modified overlap group but one patient in the conventional assisted group. CONCLUSIONS: Patients undergoing totally laparoscopic total gastrectomy with modified overlap anastomosis have better minimal invasiveness and faster post-operative recovery than conventional incision-assisted anastomosis.


Asunto(s)
Laparoscopía , Neoplasias Gástricas , Humanos , Estudios Retrospectivos , Calidad de Vida , Laparoscopía/efectos adversos , Anastomosis Quirúrgica/efectos adversos , Gastrectomía/efectos adversos , Neoplasias Gástricas/patología , Resultado del Tratamiento , Complicaciones Posoperatorias/etiología
7.
BMC Bioinformatics ; 23(Suppl 3): 559, 2022 Dec 23.
Artículo en Inglés | MEDLINE | ID: mdl-36564729

RESUMEN

BACKGROUND: RNA secondary structure has broad impact on the fate of RNA metabolism. The reduced stability of secondary structures near the translation initiation site/start codon of the coding region promotes the efficiency of translation in both prokaryotic and eukaryotic species. However, the inaccuracy of in silico folding and the focus on the coding region limit our understanding of the global relationship between the whole mRNA structure and translation efficiency. Leveraging high-throughput RNA structure probing data in the transcriptome, we aim to systematically investigate the role of RNA structure in regulating translation efficiency. RESULTS: Here, we analyze the influences of hundreds of sequence and structural features on translation efficiency in the mouse embryonic stem cells (mESCs) and zebrafish developmental stages. Our findings reveal that overall in vivo RNA structure has a higher relative importance in predicting translation efficiency than in vitro RNA structure in both mESCs and zebrafish. Also, RNA structures in 3' untranslated region (UTR) have much stronger influence on translation efficiency compared to those in coding regions or 5' UTR. Furthermore, strong alternation between in vitro and in vivo structures in 3' UTR are detected in highly translated mRNAs in mESCs but not zebrafish. Instead, moderate alteration between in vitro and in vivo RNA structures in the 5' UTR and proximal coding regions are detected in highly translated mRNAs in zebrafish. CONCLUSIONS: Our results suggest the openness of the 3' UTR promotes the translation efficiency in both mice and zebrafish, with the in vivo structure in 3' UTR more important in mice than in zebrafish. This reveals a novel role of RNA secondary structure on translational regulation.


Asunto(s)
Células Eucariotas , Biosíntesis de Proteínas , Animales , Ratones , Regiones no Traducidas 5' , Regiones no Traducidas 3' , ARN Mensajero/genética , ARN Mensajero/química
8.
Mar Drugs ; 20(5)2022 Apr 29.
Artículo en Inglés | MEDLINE | ID: mdl-35621958

RESUMEN

Hydrogels are three-dimensional crosslinked hydrophilic polymer networks with great potential in drug delivery, tissue engineering, wound dressing, agrochemicals application, food packaging, and cosmetics. However, conventional synthetic polymer hydrogels may be hazardous and have poor biocompatibility and biodegradability. Algal polysaccharides are abundant natural products with biocompatible and biodegradable properties. Polysaccharides and their derivatives also possess unique features such as physicochemical properties, hydrophilicity, mechanical strength, and tunable functionality. As such, algal polysaccharides have been widely exploited as building blocks in the fabrication of polysaccharide-based hydrogels through physical and/or chemical crosslinking. In this review, we discuss the extraction and characterization of polysaccharides derived from algae. This review focuses on recent advances in synthesis and applications of algal polysaccharides-based hydrogels. Additionally, we discuss the techno-economic analyses of chitosan and acrylic acid-based hydrogels, drawing attention to the importance of such analyses for hydrogels. Finally, the future prospects of algal polysaccharides-based hydrogels are outlined.


Asunto(s)
Hidrogeles , Polisacáridos , Sistemas de Liberación de Medicamentos/métodos , Hidrogeles/química , Polímeros , Polisacáridos/química , Ingeniería de Tejidos/métodos
9.
Sensors (Basel) ; 22(12)2022 Jun 14.
Artículo en Inglés | MEDLINE | ID: mdl-35746273

RESUMEN

The PID control algorithm for balancing robot attitude control suffers from the problem of difficult parameter tuning. Previous studies have proposed using metaheuristic algorithms to tune the PID parameters. However, traditional metaheuristic algorithms are subject to the criticism of premature convergence and the possibility of falling into local optimum solutions. Therefore, the present paper proposes a CFHBA-PID algorithm for balancing robot Dual-loop PID attitude control based on Honey Badger Algorithm (HBA) and CF-ITAE. On the one hand, HBA maintains a sufficiently large population diversity throughout the search process and employs a dynamic search strategy for balanced exploration and exploitation, effectively avoiding the problems of classical intelligent optimization algorithms and serving as a global search. On the other hand, a novel complementary factor (CF) is proposed to complement integrated time absolute error (ITAE) with the overshoot amount, resulting in a new rectification indicator CF-ITAE, which balances the overshoot amount and the response time during parameter tuning. Using balancing robot as the experimental object, HBA-PID is compared with AOA-PID, WOA-PID, and PSO-PID, and the results demonstrate that HBA-PID outperforms the other three algorithms in terms of overshoot amount, stabilization time, ITAE, and convergence speed, proving that the algorithm combining HBA with PID is better than the existing mainstream algorithms. The comparative experiments using CF prove that CFHBA-PID is able to effectively control the overshoot amount in attitude control. In conclusion, the CFHBA-PID algorithm has great control and significant results when applied to the balancing robot.


Asunto(s)
Miel , Mustelidae , Robótica , Algoritmos , Animales , Simulación por Computador
10.
Dis Colon Rectum ; 64(10): 1286-1296, 2021 10 01.
Artículo en Inglés | MEDLINE | ID: mdl-34310517

RESUMEN

BACKGROUND: Opinions vary on the medial border of D3 lymphadenectomy for right colon cancer. Most surgeons place the medial border along the left side of the superior mesenteric vein, but some consider the left side of the superior mesenteric artery as the medial border. OBJECTIVES: This study investigated the clinical outcomes of laparoscopic D3 lymphadenectomy for right colon cancer with the medial border along the left side of superior mesenteric artery. DESIGN: This was a retrospective study. SETTINGS: The study was conducted in specialized colorectal cancer department of 5 tertiary hospitals. PATIENTS: Patients receiving laparoscopic D3 lymphadenectomy for right colon cancer from January 2013 to December 2018 were included. MAIN OUTCOME MEASURES: After propensity score matching, 307 patients receiving laparoscopic D3 lymphadenectomy along the left side of the superior mesenteric artery were assigned to the superior mesenteric artery group and 614 patients were assigned to the superior mesenteric vein group. Univariate, multivariate, and Kaplan-Meier analyses were performed to assess the clinical data. RESULTS: The short-term outcomes were similar between the 2 groups; however, the superior mesenteric artery group had a higher rate of chylous leakage (p < 0.001). More lymph nodes were harvested from the superior mesenteric artery group than from the superior mesenteric vein group (p = 0.001). The number (p = 0.005) of metastatic lymph nodes and the lymph node ratio (p = 0.041) in main nodes were both higher in the superior mesenteric artery group. The 2 groups had similar long-term survival, but the superior mesenteric artery group tended to show better disease-free survival in patients with stage disease III (p = 0.056). LIMITATIONS: This was a retrospective, nonrandomized study. CONCLUSION: Laparoscopic D3 lymphadenectomy along the left side of the superior mesenteric artery, except for a higher rate of chylous leakage, had short-term outcomes comparable to the superior mesenteric vein group. The superior mesenteric artery group tended to achieve better disease-free survival in patients with stage III disease, but further study is required to better elucidate differences in these approaches because risks/benefits do exist.


Asunto(s)
Fuga Anastomótica/epidemiología , Neoplasias del Colon/cirugía , Laparoscopía/efectos adversos , Ganglios Linfáticos/patología , Adulto , Anciano , Anciano de 80 o más Años , Estudios de Casos y Controles , Quilo , Neoplasias del Colon/patología , Supervivencia sin Enfermedad , Femenino , Humanos , Estimación de Kaplan-Meier , Laparoscopía/métodos , Escisión del Ganglio Linfático/métodos , Ganglios Linfáticos/cirugía , Masculino , Arteria Mesentérica Superior/patología , Arteria Mesentérica Superior/cirugía , Venas Mesentéricas/patología , Venas Mesentéricas/cirugía , Persona de Mediana Edad , Estadificación de Neoplasias/métodos , Ensayos Clínicos Controlados no Aleatorios como Asunto , Evaluación de Resultado en la Atención de Salud , Proyectos Piloto , Puntaje de Propensión , Estudios Retrospectivos
11.
J Integr Neurosci ; 20(3): 573-583, 2021 Sep 30.
Artículo en Inglés | MEDLINE | ID: mdl-34645090

RESUMEN

We investigated the anti-aging effects of velvet antler polypeptide on D-galactose (D-gal)-induced aging mice. D-gal-induced aging mice were established and randomly divided into five groups, the control, model, vitamin E (VE), velvet antler polypeptide low-dose and velvet antler polypeptide high-dose groups. The Morris water maze test was used to evaluate the learning and memory abilities of aging mice. Hippocampal neurons were observed via hematoxylin-eosin staining and transmission electron microscopy. Biochemical methods were used to detect the activities of superoxide dismutase, malonaldehyde and other enzymes and evaluate the influence of velvet antler polypeptide on the antioxidant capacity of aging mice. Using 16S rRNA gene sequencing and meristem technology, we assessed the effect of velvet antler polypeptide on aging mice's intestinal flora and fatty acid metabolism. The experimental results showed that velvet antler polypeptide could significantly improve aging mice's learning and cognitive abilities, increase the activities of superoxide dismutase, glutathione peroxidase, and catalase in the serum decrease the malonaldehyde content. Intestinal microecological analysis showed that velvet antler polypeptide could significantly increase the beneficial bacterial genus Lactobacillus abundance. Western blot analysis further demonstrated that velvet antler polypeptide could promote fatty acid metabolism by activating peroxisome proliferator-activated receptor α (PPARα) and upregulating the expression of the downstream enzymes carnitine-palmitoyl transferase-1 A and acyl-CoA oxidase 1 while downregulating that of apolipoprotein E4 (APOE4), thereby reducing fatty acid accumulation and increasing adenosine-triphosphate (ATP) production. Therefore, velvet antler polypeptide improves the intestinal microecology and activates the PPARα/APOE4 pathway to regulate fatty acid metabolism.


Asunto(s)
Envejecimiento/efectos de los fármacos , Cuernos de Venado , Apolipoproteína E4/efectos de los fármacos , Disfunción Cognitiva/tratamiento farmacológico , Microbioma Gastrointestinal/efectos de los fármacos , Medicina Tradicional China , PPAR alfa/efectos de los fármacos , Animales , Cuernos de Venado/química , Conducta Animal/efectos de los fármacos , Femenino , Masculino , Aprendizaje por Laberinto/efectos de los fármacos , Ratones , Ratones Endogámicos ICR , Péptidos/farmacología , Transducción de Señal/efectos de los fármacos
12.
PLoS Comput Biol ; 15(8): e1007227, 2019 08.
Artículo en Inglés | MEDLINE | ID: mdl-31425505

RESUMEN

RNA-protein interaction plays important roles in post-transcriptional regulation. Recent advancements in cross-linking and immunoprecipitation followed by sequencing (CLIP-seq) technologies make it possible to detect the binding peaks of a given RNA binding protein (RBP) at transcriptome scale. However, it is still challenging to predict the functional consequences of RBP binding peaks. In this study, we propose the Protein-RNA Association Strength (PRAS), which integrates the intensities and positions of the binding peaks of RBPs for functional mRNA targets prediction. We illustrate the superiority of PRAS over existing approaches on predicting the functional targets of two related but divergent CELF (CUGBP, ELAV-like factor) RBPs in mouse brain and muscle. We also demonstrate the potential of PRAS for wide adoption by applying it to the enhanced CLIP-seq (eCLIP) datasets of 37 RNA decay related RBPs in two human cell lines. PRAS can be utilized to investigate any RBPs with available CLIP-seq peaks. PRAS is freely available at http://ouyanglab.jax.org/pras/.


Asunto(s)
Secuenciación de Inmunoprecipitación de Cromatina/estadística & datos numéricos , ARN Mensajero/genética , ARN Mensajero/metabolismo , Proteínas de Unión al ARN/metabolismo , Programas Informáticos , Animales , Secuencia de Bases , Sitios de Unión/genética , Encéfalo/metabolismo , Proteínas CELF/genética , Proteínas CELF/metabolismo , Biología Computacional , Bases de Datos de Proteínas , Perfilación de la Expresión Génica , Células Hep G2 , Humanos , Células K562 , Ratones , Músculos/metabolismo , Proteínas de Unión al ARN/genética
13.
J Integr Neurosci ; 19(3): 469-477, 2020 Sep 30.
Artículo en Inglés | MEDLINE | ID: mdl-33070526

RESUMEN

We investigated the effects of velvet antler polypeptide on cognitive impairment and the underlying mechanisms. Hydrogen peroxide-induced cell injury was used to establish an in vitro model of SH-SY5Y cells. In addition, we established an in vivo mouse model of cognitive impairment using intraperitoneal injections of scopolamine hydrobromide in strain mice. We administered three different doses of velvet antler polypeptide in this mouse model and assessed the influence of velvet antler polypeptide on the morphology of hippocampal neurons, hippocampal neuronal apoptosis, adrenocorticotropic hormone, and corticosterone activities in brain tissue samples, and the molecular and biochemical regulation of B-cell lymphoma-2, B-cell lymphoma-2 Associated X-protein, Cysteine-aspartic acid protease-3, glucocorticoid receptor, mineralocorticoid receptor, and corticotropin-releasing hormone in murine hippocampal neurons. Our data suggest that velvet antler polypeptide decreases glucocorticoid receptor, mineralocorticoid receptor, and corticotropin-releasing hormone levels and regulates the hormones released by the hypothalamic-pituitary-adrenal axis, thus suppressing neuronal apoptosis.


Asunto(s)
Cuernos de Venado/química , Apoptosis/efectos de los fármacos , Sistema Hipotálamo-Hipofisario/efectos de los fármacos , Neuronas/efectos de los fármacos , Fármacos Neuroprotectores/administración & dosificación , Péptidos/administración & dosificación , Sistema Hipófiso-Suprarrenal/efectos de los fármacos , Animales , Línea Celular Tumoral , Ciervos , Femenino , Humanos , Sistema Hipotálamo-Hipofisario/metabolismo , Sistema Hipotálamo-Hipofisario/patología , Masculino , Ratones Endogámicos ICR , Neuronas/metabolismo , Sistema Hipófiso-Suprarrenal/metabolismo
14.
BMC Bioinformatics ; 20(Suppl 7): 200, 2019 May 01.
Artículo en Inglés | MEDLINE | ID: mdl-31074373

RESUMEN

BACKGROUND: Transcription factors (TFs) play important roles in the regulation of gene expression. They can activate or block transcription of downstream genes in a manner of binding to specific genomic sequences. Therefore, motif discovery of these binding preference patterns is of central significance in the understanding of molecular regulation mechanism. Many algorithms have been proposed for the identification of transcription factor binding sites. However, it remains a challengeable problem. RESULTS: Here, we proposed a novel motif discovery algorithm based on support vector machine (MD-SVM) to learn a discriminative model for TF binding sites. MD-SVM firstly obtains position weight matrix (PWM) from a set of training datasets. Then it translates the MD problem into a computational framework of multiple instance learning (MIL). It was applied to several real biological datasets. Results show that our algorithm outperforms MI-SVM in terms of both accuracy and specificity. CONCLUSIONS: In this paper, we modeled the TF motif discovery problem as a MIL optimization problem. The SVM algorithm was adapted to discriminate positive and negative bags of instances. Compared to other svm-based algorithms, MD-SVM show its superiority over its competitors in term of ROC AUC. Hopefully, it could be of benefit to the research community in the understanding of molecular functions of DNA functional elements and transcription factors.


Asunto(s)
Algoritmos , Motivos de Nucleótidos , Máquina de Vectores de Soporte , Factores de Transcripción/metabolismo , Sitios de Unión , Humanos , Unión Proteica
15.
World J Surg Oncol ; 17(1): 16, 2019 Jan 12.
Artículo en Inglés | MEDLINE | ID: mdl-30636641

RESUMEN

BACKGROUND: This study aimed to analyze right colonic vascular variability. METHODS: The study included 60 consecutive patients who underwent laparoscopic radical right colectomy and D3 lymph node dissection for malignant colonic cancer on the ileocecal valve, ascending colon or hepatic flexure (March 2013 to October 2016). The videos of the 60 surgical procedures were collected. Variations of right colonic vascular anatomy were retrospectively analyzed based on 60 high-resolution surgical videos of laparoscopic surgery. RESULTS: The superior mesenteric artery and vein were present in all cases; 95.0% (57/60) had the superior mesenteric artery on the left side of the superior mesenteric vein. The ileocolic artery and vein occurred in 96.7% (58/60) and 100% (60/60) of cases, respectively; 50.0% (29/58) had the ileocolic artery passing the superior mesenteric vein anteriorly. Thirty-three (55.0%) cases had a right colic artery, and 2 (3.33%) had a double right colic artery; 90.9% (30/36) had the right colic vein passing anterior to the superior mesenteric artery. Fifty-six (93.3%) cases had a right colic vein; 7 (12.5%) had a right colic vein accompanied by a right colic artery, 66.1% (37/56) had the right colic vein draining into the gastrocolic trunk of Henle, 23.2% (13/56) had the right colic vein directly draining into superior mesenteric vein, and 10.7% (6/56) had one right colic vein draining into the superior mesenteric vein and the other into the gastrocolic trunk of Henle. Fifty-three (88.3%) cases had a gastrocolic trunk of Henle: a gastrocolic trunk in 35.8% (19/53), a gastropancreatic trunk in 9.4% (5/53), and a gastropancreaticocolic trunk in 54.7% (29/53). The frequencies of middle colic artery and vein were respectively 100% (60/60) and 93.3% (56/60). CONCLUSIONS: Right colonic vascular variations were classified in Chinese patients. Notable findings included a superior mesenteric artery positioned to the right of the superior mesenteric vein and variation in middle colic artery length. This knowledge may be helpful to colorectal surgeons and could potentially help to improve safety by reducing vascular complications during minimally invasive procedures.


Asunto(s)
Variación Anatómica , Colectomía/métodos , Colon/irrigación sanguínea , Neoplasias del Colon/irrigación sanguínea , Neoplasias del Colon/cirugía , Laparoscopía/métodos , Arteria Mesentérica Inferior/cirugía , Adulto , Anciano , Anciano de 80 o más Años , Colon/cirugía , Femenino , Estudios de Seguimiento , Humanos , Masculino , Persona de Mediana Edad , Pronóstico , Estudios Retrospectivos , Adulto Joven
16.
J Cell Biochem ; 119(2): 1922-1930, 2018 02.
Artículo en Inglés | MEDLINE | ID: mdl-28815730

RESUMEN

Increasing evidence from various clinical and experimental studies has demonstrated that the inflammatory microenvironment created by immune cells facilitates tumor migration. Epithelial-mesenchymal transition (EMT) is involved in the progression of cancer invasion and metastasis in an inflammatory microenvironment. B-lymphoma Moloney murine leukemia virus insertion region 1 (BMI-1) acts as an oncogene in various tumors. Ectopic expression of Bmi-1 have an effect on EMT and invasiveness. The purpose of this study was to investigate the efficacy of BMI-1 on inflammation-induced tumor migration and EMT and the underlying mechanism. We observed that the expression of BMI-1, TNF-α, and IL-1ß was significantly increased in HT29 and HCT116 cells after THP-1 Conditioned-Medium (THP-1-CM) stimulation. Additionally, inhibition of BMI-1 impeded cell invasion induced by THP-1-CM-stimulation in both HT29 and HCT116 cells. BMI-1 knockdown remarkably repressed THP-1-CM-induced EMT by regulating the expression of EMT biomarkers with an increase in E-cadherin accompanied by decrease in N-cadherin and vimentin. Furthermore, downregulation of BMI-1 dramatically impeded THP-1-CM-triggered Toll-like receptor 4(TLR4)/myeloid differentiation protein 2(MD-2)/myeloid differentiation factor 88(MyD88) activity by repressing the expression of the TLR4/MD-2 complex and MyD88. Further data demonstrated that knockout of BMI-1 also dampened NF-κB THP-1-CM-triggered activity. Taken all data together, our findings established that BMI-1 modulated TLR4/MD-2/MyD88 complex-mediated NF-κB signaling involved in inflammation-induced cancer cells invasion and EMT, and therefore, could be a potential chemopreventive agent against inflammation-associated colorectal cancer. HIGHLIGHTS: Establishment of an inflammatory microenvironment. Suppression of BMI-1 reverses THP-1-CM-induced inflammatory cytokine production in CRC. Loss of BMI-1 suppressed TLR4/MD-2/MyD88 complex-mediated NF-κB signaling.


Asunto(s)
Neoplasias Colorrectales/genética , Antígeno 96 de los Linfocitos/metabolismo , Factor 88 de Diferenciación Mieloide/metabolismo , FN-kappa B/metabolismo , Complejo Represivo Polycomb 1/genética , Receptor Toll-Like 4/metabolismo , Movimiento Celular , Neoplasias Colorrectales/metabolismo , Transición Epitelial-Mesenquimal , Técnicas de Silenciamiento del Gen , Células HCT116 , Células HT29 , Humanos , Transducción de Señal , Células THP-1 , Microambiente Tumoral
17.
Biol Reprod ; 99(5): 949-959, 2018 11 01.
Artículo en Inglés | MEDLINE | ID: mdl-29912291

RESUMEN

DNA methylation is an important epigenetic modification that undergoes dynamic changes in mammalian embryogenesis, during which both parental genomes are reprogrammed. Despite the many immunostaining studies that have assessed global methylation, the gene-specific DNA methylation patterns in bovine preimplantation embryos are unknown. Using reduced representation bisulfite sequencing, we determined genome-scale DNA methylation of bovine sperm and individual in vivo developed oocytes and preimplantation embryos. We show that (1) the major wave of genome-wide demethylation was completed by the 8-cell stage; (2) promoter methylation was significantly and inversely correlated with gene expression at the 8-cell and blastocyst stages; (3) sperm and oocytes have numerous differentially methylated regions (DMRs)-DMRs specific for sperm were strongly enriched in long terminal repeats and rapidly lost methylation in embryos; while the oocyte-specific DMRs were more frequently localized in exons and CpG islands (CGIs) and demethylated gradually across cleavage stages; (4) DMRs were also found between in vivo and in vitro matured oocytes; and (5) differential methylation between bovine gametes was confirmed in some but not all known imprinted genes. Our data provide insights into the complex epigenetic reprogramming of bovine early embryos, which serve as an important model for human preimplantation development.


Asunto(s)
Blastocisto/metabolismo , Metilación de ADN , Células Germinativas/metabolismo , Animales , Bovinos , Elementos Transponibles de ADN , Femenino , Genoma , Masculino , Oocitos/metabolismo , Embarazo , Análisis de Secuencia de ADN , Espermatozoides/química , Secuencias Repetidas Terminales
19.
Surg Endosc ; 32(3): 1583-1584, 2018 03.
Artículo en Inglés | MEDLINE | ID: mdl-28733739

RESUMEN

BACKGROUND: With the introduction of complete mesocolic excision (CME) and the application of laparoscopic technique, surgery for colon cancer has become more standardized and the curative effect has improved [1]. The key points in laparoscopic right hemicolectomy are high ligation of main vessels and root dissection of lymph nodes. The wide range of variations in vascular architecture and intraoperative bleeding are common causes of prolonged surgical time, wound hemorrhage, and even transfer to the opening operation. METHODS: The superior mesenteric vein (SMV) is the most important anatomical landmark in CME for the right colon, and guides all the steps of lymph node dissection. The SMV appears as a pale blue bulge on laparoscopy, which enables accurate positioning. The ileocolic vessel pedicle is relatively constant and facilitates accurate positioning. The intersection of the ileocolic vessel pedicle and the SMV is the optimal starting point in laparoscopic right hemicolectomy using a medial-to-lateral approach. A sheath with an avascular plane can be reached after opening the SMV vascular sheath, which results in less bleeding and enables vascular root and thorough lymph node dissection. The first step is to manage the ileocolic vessels. The ileocolic artery (ICA) is located anterior to the ileocolic vein (ICV) for about one-third of the incidence. The ileocolic vessels are relatively long and are easy to work with. In the vast majority of cases, the ICV drains into the SMV, and into the gastrocolic trunk (GCT) in about 2.5% of cases. The reported incidence of a right colic artery (RCA) is controversial; the RCA is absent in about 50% of cases and often crosses the SMV. The right colic vein (RCV) usually drains into the GCT, but sometimes drains directly into the SMV. The middle colic vessels have great variability and a close anatomical relationship with the pancreas, duodenum, and GCT. Moreover, the transverse colon and mesentery are long, and root positioning and processing of the middle colic vein (MCV) are relatively difficult. With the SMV and pancreas as anatomic landmarks, it is more feasible to locate the blood vessels in the neck of the pancreas. The middle colic artery (MCA) originates from the superior mesenteric artery (SMA), and the distance from the inferior border of the pancreas differs slightly in the literature, but is at the most 5 cm. Identification of the MCA trunk and branches, as well as the common origin of the MCA and RCA, is of great importance for the maintaining the blood supply during surgery for primary colon cancer. The MCV mainly drains into the SMV and GCT; however, if branching variation drains into the jejunal vein, inferior mesenteric vein, or splenic vein, the effect is serious when a vessel is torn. Isolation of the GCT is the step at which bleeding will likely occur in standard right resection and is a difficult stage of the surgery. The GCT has five origins including the right gastroepiploic vein (RGV), right colic vein (RCV), accessory right colic vein (ARCV), pancreaticduodenal vein (PDV), and MCV, which can have 2, 3, or 4 branches; therefore, familiarity with variants may be helpful to avoid bleeding. Approximately 5-10% of colon cancers at the hepatic flexure have No. 6 group lymph node metastasis, and laparoscopic radical extended right hemicolectomy requires thorough dissection of No. 6 group lymph nodes and the omental arcade 10 cm from the pylorus. The inferior arteriovenous vessels are a common source of bleeding, and the RGV can serve as a clue to finding the artery. CONCLUSIONS: The core area of laparoscopic radical extended right hemicolectomy includes the pancreatic neck, duodenum, and right gastroepiploic vessels. The difficulty lies with the standard treatment of the GCT. A medial-to-lateral approach is more in line with the principle of no-touch in tumor surgery and is applied from lower to upper, inside to outside, and left to right, for both the vessels and plane of dissection. Familiarity with vascular variation and the management of vessels in key areas are essential for successful surgery.


Asunto(s)
Colectomía/métodos , Neoplasias del Colon/cirugía , Laparoscopía/métodos , Puntos Anatómicos de Referencia , Colon Ascendente/cirugía , Drenaje , Humanos , Escisión del Ganglio Linfático/métodos , Metástasis Linfática , Arterias Mesentéricas/cirugía , Venas Mesentéricas/cirugía , Mesenterio/cirugía , Mesocolon/cirugía , Tempo Operativo , Vena Porta/cirugía , Vena Esplénica/cirugía
20.
World J Gastrointest Surg ; 16(1): 113-123, 2024 Jan 27.
Artículo en Inglés | MEDLINE | ID: mdl-38328314

RESUMEN

BACKGROUND: With the increasing incidence of proximal gastric cancer, laparoscopic proximal gastrectomy has been applied. However, reflux esophagitis often occurs after traditional esophagogastric anastomosis. In order to solve this problem, several methods of digestive tract reconstruction have emerged, but the most satisfying method remains to be discussed. Therefore, we modified traditional Kamikawa anastomosis to investigate the appropriate digestive tract reconstruction in laparoscopic proximal gastrectomy. AIM: To discuss the clinical efficacy of modified Kamikawa anastomosis in laparoscopic proximal gastrectomy. METHODS: A retrospective case series was adopted. Clinicopathological data were collected from 26 patients who underwent laparoscopic proximal gastrectomy and modified Kamikawa anastomosis at our hospital from January 2020 to September 2022. The operation conditions, postoperative recovery, postoperative complications, and follow-up data were collected and analyzed. RESULTS: All the patients were successfully operated on without conversion to laparotomy. The duration of operation and digestive tract reconstruction were 203.500 (150-224) min and 87.500 (73-111) min, respectively. The intraoperative amount of bleeding was 20.500 mL ± 0.696 mL. The time of postoperative first flatus, the first postoperative fluid intake, and the postoperative length of stay were 2 (1-3) d, 4 (3-5) d, and 9 (8-10) d, respectively. All the patients were followed up for 12-23 months. The body mass index at 6 and 12 months after surgery were 22.577 kg/m2 ± 3.098 kg/m2 and 22.594 kg/m2 ± 3.207 kg/m2, respectively. The nutrition risk screening 2002 score, the patient-generated subjective global assessment score, and the gastroesophageal reflux disease scale score were good at 6 and 12 months after surgery. Reflux esophagitis and anastomotic stenosis were not observed in any of the patients during their 12-month postoperative gastroscopy or upper gastrointestinal tract visits. All the patients exhibited no tumor recurrence or metastasis. CONCLUSION: The modified Kamikawa anastomosis is safe and feasible for laparoscopic proximal gastrectomy and has good antireflux effects and nutritional status.

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