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The effectiveness of the SAR object detection technique based on Convolutional Neural Networks (CNNs) has been widely proven, and it is increasingly used in the recognition of ship targets. Recently, efforts have been made to integrate transformer structures into SAR detectors to achieve improved target localization. However, existing methods rarely design the transformer itself as a detector, failing to fully leverage the long-range modeling advantages of self-attention. Furthermore, there has been limited research into multi-class SAR target detection. To address these limitations, this study proposes a SAR detector named CCDN-DETR, which builds upon the framework of the detection transformer (DETR). To adapt to the multiscale characteristics of SAR data, cross-scale encoders were introduced to facilitate comprehensive information modeling and fusion across different scales. Simultaneously, we optimized the query selection scheme for the input decoder layers, employing IOU loss to assist in initializing object queries more effectively. Additionally, we introduced constrained contrastive denoising training at the decoder layers to enhance the model's convergence speed and improve the detection of different categories of SAR targets. In the benchmark evaluation on a joint dataset composed of SSDD, HRSID, and SAR-AIRcraft datasets, CCDN-DETR achieves a mean Average Precision (mAP) of 91.9%. Furthermore, it demonstrates significant competitiveness with 83.7% mAP on the multi-class MSAR dataset compared to CNN-based models.
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PURPOSE: We aimed to evaluate the safety and effectiveness of three-dimensional (3D)-printed guide plates for assisting in the positioning of the rotation axis of an elbow-hinged external fixator. METHODS: Terrible triad (TT) patients, who were screened using the predefined inclusion and exclusion criteria, underwent installation of a hinged external fixator on the basis of internal fixation; 3D-printed guide plates, generated from the patient's imaging data, assisted in positioning the rotation axis. All patients received the same peri-operative management and were followed up at six, 12, 24, and 48 weeks postoperatively. The duration of positioning pin placement, the number of fluoroscopies, pin placement success rate, types and incidence of post-operative complications, and the Mayo elbow performance score (MEPS) of the diseased elbow and range of motion (ROM) of both elbows were assessed. RESULTS: In 25 patients who completed the follow-up, the average time required for positioning pin placement was 329.32 ± 42.38 s (263-443 s), the average number of fluoroscopies was 2.32 ± 0.48 times (2-3 times), and the pin placement success rate was 100%. At the last follow-up, the mean MEPS of the diseased elbow was 97.50 ± 6.92 (75-100), with an excellent and good rate of 100%, and all patients demonstrated stable concentric reduction. The average range of flexion and extension was 135.08° ± 17.10° (77-146°), while the average range of rotation was 169.21° ± 18.14° (108-180°). No significant difference was observed in the average ROM between the both elbows (P > 0.05). Eight (32%) patients developed post-operative complications, including elbow stiffness due to heterotopic ossification in three (12%) patients, all of whom did not require secondary intervention. CONCLUSION: Utilizing 3D-printed guide plates for positioning the rotation axis of an elbow-hinged external fixator significantly reduced intra-operative positioning pin placement time and the number of fluoroscopies with excellent positioning results. Satisfactory results were also obtained in terms of post-operative complications, elbow ROM, and functional scores.
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Articulación del Codo , Fijadores Externos , Impresión Tridimensional , Rango del Movimiento Articular , Humanos , Masculino , Femenino , Persona de Mediana Edad , Articulación del Codo/cirugía , Articulación del Codo/fisiopatología , Adulto , Rango del Movimiento Articular/fisiología , Placas Óseas , Rotación , Anciano , Resultado del Tratamiento , Lesiones de Codo , Fijación de Fractura/métodos , Fijación de Fractura/instrumentaciónRESUMEN
PURPOSE: To evaluate the safety and benefits of the biplanar position technique on operative time, radiation exposure, and screw placement accuracy. METHODS: In this study, we retrospectively evaluated the records of 64 patients with pelvic fractures (Tile B and C) between October 2020 and September 2021. According to the surgical methods selected by the patients, the patients were divided into a biplanar positioning technique group (biplanar group), a Ti-robot navigation group (Ti-robot group), and a traditional fluoroscopy-guided technique group (traditional group). Length of operation, blood loss, intra-operative radiation exposure fracture reduction, and the quality of screw positioning were compared among the three groups. RESULTS: One hundred three screws were implanted in 64 patients (biplanar group 22, Ti-robot group 21, traditional group 21). The average operation time was significantly less in the biplanar group (26.32 ± 6.32 min) than in the traditional group (79.24 ± 11.31 min), but significantly more than in the Ti-robot group (15.81 ± 3.9 min). The radiation exposure was similar in the biplanar group (740.53 ± 185.91 cGy/cm2) and Ti-robot group (678.44 ± 127.16 cGy/cm2), both of which were significantly more than in the traditional group (2034.58 ± 494.54 cGy/cm2). The intra-operative blooding loss was similar in the biplanar group (12.76 ± 3.77 mL) and the Ti-robot group (11.92 ± 4.67 mL), both of which were significantly less than in the traditional group (29.7 ± 8.01 mL). The Screw perforation was slightly lower in the biplanar group (94.1%) than in the Ti-robot group (97.2%) but was significantly higher than in the traditional group (75.7%). CONCLUSIONS: The biplanar positioning technique is as accurate and safe as computer-navigated systems for percutaneous iliosacral screw insertion, associated with shorter surgical time, lower intra-operative radiation exposure, and more accuracy compared to traditional fluoroscopy.
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Fracturas Óseas , Huesos Pélvicos , Humanos , Estudios Retrospectivos , Fijación Interna de Fracturas/métodos , Fracturas Óseas/diagnóstico por imagen , Fracturas Óseas/cirugía , Huesos Pélvicos/diagnóstico por imagen , Huesos Pélvicos/cirugía , Tornillos Óseos , Fluoroscopía/métodosRESUMEN
BACKGROUND: Circulating tumour DNA (ctDNA)-based molecular residual disease (MRD) detection technology has been widely used for recurrence evaluation, but there is no agreement on the efficacy of assessing recurrence and overall survival (OS) prognosis, as well as the sensitivity and specificity of landmark detection and longitudinal detection. METHODS: We systematically searched Pubmed, Embase, Cochrane, and Scopus for prospective studies or randomized controlled trials that collected blood samples prospectively. The search period was from Jan 1, 2013, to Sept 10, 2023. We excluded retrospective studies. The primary endpoint was to assess the hazard ratio (HR) between circulating tumour DNA positive (ctDNA+) and negative (ctDNA-) for recurrence-free survival incidence (RFS), disease-free survival (DFS), progression-free survival (PFS), event-free survival (EFS), time to recurrence (TTR), distant metastasis-free survival (DMFS) or OS in patients with resectable cancers. We calculated the pooled HR of recurrence and OS and 95% confidence interval (CI) in patients with resected cancers using a random-effects model. Pooled sensitivity and specificity were estimated using the bivariate random effects model. FINDINGS: This systematic review and meta-analysis returned 7578 records, yielding 80 included studies after exclusion. We found that the HR of recurrence across all included cancers between patients with ctDNA+ and ctDNA- was 7.48 (95% CI 6.39-8.77), and the OS was 5.58 (95% CI 4.17-7.48). We also found that the sensitivity, area under the summary receiver operating characteristic curve (AUSROC) and diagnostic odds ratio (DOR) of longitudinal tests were higher than that of landmark tests between patients with ctDNA+ and ctDNA- (0.74, 95% CI 0.68-0.80 vs 0.50, 95% CI 0.46-0.55; 0.88 vs. 0.80; 25.70, 95% CI 13.20-45.40 vs. 9.90, 95% CI 7.77-12.40). INTERPRETATION: Postoperative ctDNA testing was a significant prognosis factor for recurrence and OS in patients with resectable cancers. However, the overall sensitivity of ctDNA-MRD detection could be better. Longitudinal monitoring can improve the sensitivity, AUSROC, and DOR. FUNDING: Special fund project for clinical research of Qingyuan People's Hospital (QYRYCRC2023006), plan on enhancing scientific research in GMU (GZMU-SH-301).
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Biomarcadores de Tumor , ADN Tumoral Circulante , Neoplasia Residual , Neoplasias , Humanos , ADN Tumoral Circulante/sangre , Neoplasia Residual/diagnóstico , Neoplasias/genética , Neoplasias/sangre , Neoplasias/diagnóstico , Neoplasias/mortalidad , Biomarcadores de Tumor/sangre , Pronóstico , Recurrencia Local de Neoplasia/genética , Sensibilidad y EspecificidadRESUMEN
Human pose estimation is one of the key technologies in action recognition, motion analysis, human-computer interaction, animation generation etc. How to improve its performance has become a current research hotspot. Lite-HRNet establishes long range connections between keypoints and exhibits good performance in human pose estimation tasks. However, the scale of this method to extract features is relatively single and lacks sufficient information interaction channels. To solve this problem, we propose an improved lightweight high-resolution network based on multi-dimensional weighting, named MDW-HRNet, which is implemented by the following aspects: first, we propose global context modeling, which can learn multi-channel and multi-scale resolution information weights. Second, a cross-channel dynamic convolution module is designed, it performs inter-channel attention aggregation between dynamic and parallel kernels, replacing the basic convolution module. These make the network capable of channel weighting, spatial weighting and convolution weighting. At the same time, we simplify the network structure to perform information exchange and information compensation between high-resolution modules while ensuring speed and accuracy. Experimental results show that our method achieves good performance on both COCO and MPII human pose estimation datasets, and its accuracy surpasses mainstream lightweight pose estimation networks without increasing computational complexity.
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Aprendizaje , Reconocimiento en Psicología , Humanos , Movimiento (Física) , TecnologíaRESUMEN
BACKGROUND: Mesenchymal stem cells (MSCs) can differentiate into diverse cell types under specific conditions. Dysfunction in the osteogenic differentiation of MSCs can result in bone metabolism-related diseases, including osteoporosis. Accumulating evidence has revealed that long non-coding RNA (lncRNAs) play critical regulatory roles during MSC differentiation. METHODS: In the present study, we identified an evolutionarily conserved lncRNA expressed during the osteogenic differentiation of MSCs, which we termed LINC01119. We first identified LINC01119 as a negative regulator of the osteogenic differentiation of MSCs. RESULTS: LINC01119 knockdown markedly induced calcium deposition in bone marrow MSCs and promoted the osteogenic differentiation of MSCs. More importantly, we demonstrated the underlying molecular basis through which LINC01119 regulates osteogenesis via the Wnt pathway by targeting FZD4. Furthermore, we observed that transcription factor EBF3 could directly bind the promoter site of LINC01119. CONCLUSIONS: We first explored the molecular regulatory mechanism of LINC01119 during the osteogenic differentiation of MSCs and revealed that LINC01119 negatively regulates osteogenesis through the Wnt pathway by targeting FZD4.
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Células Madre Mesenquimatosas , Osteogénesis , Diferenciación Celular , Células Cultivadas , Regulación de la Expresión Génica , Células Madre Mesenquimatosas/metabolismo , Osteogénesis/genética , Vía de Señalización Wnt/genéticaRESUMEN
The risk of avascular necrosis (AVN) and nonunion after treatment of displaced femoral neck fractures is increased in patients aged <60 years. Therefore we established a new protocol for closed reduction and internal fixation (CRIF) using cannulated screws combined with bone morphogenetic protein 2 (BMP-2) composite materials to treat acute femoral neck fractures.This study enrolled 78 patients with acute femoral neck fractures between April 2014 and September 2016. We treated 46 patients with a mean age of 43.8 years in study group. These patients were treated by CRIF combined with BMP-2 composite materials. In control group, there were 32 patients with a mean age of 42.09 years. The patients were treated by CRIF without BMP-2. The duration between presentation and surgery, operative time, Harris score and complications were recorded.In study group, 43 patients were followed up with an average of 31.3 months. One patient suffered nonunion and three patients presented AVN. In control group, 28 patients were followed up with an average of 32.3 months, the rate of AVN and fracture nonunion were 25% (7/28) and 21.4% (6/28) respectively, significantly higher than those in study group (P < .05).Acute displaced femoral neck fractures can be treated with CRIF and BMP-2 composite materials in a minimally invasive manner. This technique was reproducible and had fewer complications.
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Proteína Morfogenética Ósea 2/uso terapéutico , Tornillos Óseos , Fracturas del Cuello Femoral/terapia , Adulto , Reducción Cerrada/instrumentación , Reducción Cerrada/métodos , Femenino , Fijación Interna de Fracturas/métodos , Humanos , Masculino , Tempo Operativo , Estudios RetrospectivosRESUMEN
We theoretically proposed and numerically analyzed a polarization-independent, wide-angle, and ultra-broadband absorber based on a multi-layer metasurface. The numerical simulation results showed that the average absorption rates were more than 97.2% covering the broad wavelength of 400~6000 nm (from visible light to mid-infrared light) and an absorption peak was 99.99%, whatever the polarization angle was changed from 0° to 90°. Also, as the incidence angle was swept from 0° to 55°, the absorption performance had no apparent change over the wavelength ranges of 400 to 6000 nm. We proved that the proposed metasurface structure was obviously advantageous to achieve impedance matching between the absorber and the free space as compared with conventionally continuous planar-film structures. The broadband and high absorption resulted from the strong localized surface plasmon resonance and superposition of resonant frequencies. As expectable the proposed absorber structure will hold great potential in plasmonic light harvesting, photodetector applications, thermal emitters and infrared cloaking.
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Although the treatment strategies for neuroblastoma (NB) develop rapidly, a considerable number of patients could not benefit from chemotherapy. Here, we revealed a miR-129-MYO10 axis that regulated neuroblastoma growth and chemosensitivity. Mechanistically, MYO10 was up-regulated in neuroblastoma tissues and associated with poor overall survival. While overexpression of MYO10 enhanced tumor growth, genetic inhibition of MYO10 led to growth-inhibitory and chemopotentiating effects in neuroblastoma. MYO10 was further identified as a target of miR-129. Our data showed that miR-129 down-regulated MYO10 expression and subsequently suppressed cell growth. Re-expression of MYO10 significantly rescued miR129-mediated proliferation repression and chemosensitivity. In conclusion, our results demonstrated that miR-129 inhibited neuroblastoma growth and potentiated chemosensitivity by targeting MYO10, which may represent promising targets and rational therapeutic options for neuroblastoma.
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Antineoplásicos/uso terapéutico , MicroARNs/metabolismo , Miosinas/metabolismo , Neuroblastoma/genética , Neuroblastoma/patología , Animales , Antineoplásicos/farmacología , Secuencia de Bases , Línea Celular Tumoral , Proliferación Celular/efectos de los fármacos , Proliferación Celular/genética , Preescolar , Femenino , Regulación Neoplásica de la Expresión Génica , Humanos , Masculino , Ratones Endogámicos BALB C , Ratones Desnudos , MicroARNs/genética , Neuroblastoma/tratamiento farmacológico , Análisis de Supervivencia , Regulación hacia Arriba/genéticaRESUMEN
Osteosarcoma is the most common type of bone cancer, especially in children and young adults. Recently, long noncoding RNAs (lncRNAs) have emerged as new prognostic markers and gene regulators in several cancers, including osteosarcoma. In this study, we investigated the contributions of the lncRNA MALAT1 in osteosarcoma with a specific focus on its transcriptional regulation and its interaction with EZH2. Our results showed that MALAT1 was significantly increased in osteosarcoma specimens and cell lines. ROC curve analysis showed that MALAT1 had a higher area under the curve than alkaline phosphatase, and Kaplan-Meier survival analysis indicated that patients with high serum levels of MALAT1 showed reduced survival rate. Knockdown of MALAT1 decreased osteosarcoma cell invasion and promoted E-cadherin expression. Mechanistic investigations showed that MALAT1 was transcriptionally activated by TGF-ß. Additionally, EZH2 is highly expressed and associated with the 3' end region of lncRNA MALAT1 in osteosarcoma, and this association finally suppressed the expression of E-cadherin. Subsequently, our gain and loss function assay showed that MALAT1 overexpression promoted cell metastasis and decreased E-cadherin level, however, this effect was partially reversed by EZH2 knockdown. In conclusion, our work illuminates that lncRNA MALAT1 is a potential diagnostic and prognostic factor in osteosarcoma and further demonstrates how MALAT1 confers an oncogenic function. Thus, lncRNA MALAT1 may serve as a promising prognostic and therapeutic target for osteosarcoma patients.
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Neoplasias Óseas/genética , Neoplasias Óseas/mortalidad , Proteína Potenciadora del Homólogo Zeste 2/genética , Osteosarcoma/genética , Osteosarcoma/mortalidad , ARN Largo no Codificante/genética , Regiones no Traducidas 3' , Adulto , Neoplasias Óseas/diagnóstico , Cadherinas/genética , Cadherinas/metabolismo , Línea Celular Tumoral , Movimiento Celular/genética , Femenino , Regulación Neoplásica de la Expresión Génica , Técnicas de Silenciamiento del Gen , Humanos , Masculino , Persona de Mediana Edad , Clasificación del Tumor , Metástasis de la Neoplasia , Estadificación de Neoplasias , Osteosarcoma/diagnóstico , Pronóstico , Curva ROC , Factor de Crecimiento Transformador beta/metabolismo , Carga Tumoral , Adulto JovenRESUMEN
Increasing evidences have indicated that long non-coding RNAs (lncRNAs) play an important role in multiply biological processes including cell development, differentiation, proliferation and invasion. The metastasis-associated lung adenocarcinoma transcript 1 (MALAT1), is a highly conserved nuclear ncRNA and a key regulator of metastasis development in several cancers. However, its role in osteosarcoma progression is not well known. In this study, we sought to determine the clinical and bilogical role of MALAT1 in osteosarcoma progression. RT-qPCR analysis showed that MALAT1 expression was significantly increased in primary osteosarcoma tissues and cell lines. Kaplan-Meier analysis indicated that patients with high expression of MALAT1 was associated with poor overall survival compared with the low expressing patients. Furthermore, the gain and loss function assay showed that miR-205 was suppressed by MALAT1 in osteosarcoma and this interaction between miR-205 and MALAT1 has reciprocal effects. Cell viability assay showed that MALAT1 promoted MG-63 and SAOS-2 cell growth through suppressing miR-205. Subsequently, the downstream gene SMAD4 was identified as a direct functional target of miR-205, and miR-205 suppressed osteosarcoma cell growth through suppressing SMAD4. Finally, we demonstrated that MALAT1 promoted osteosarcoma progression via a miR-205-SMAD4 axis. In conclusion, we revealed that enhanced MALAT1 expression predicted unfavourable outcome in osteosarcoma and promoted cell proliferation through suppressing miR-205 and activating SMAD4 function. Thus, lncRNA MALAT1 may serve as a promising prognostic and therapeutic target for osteosarcoma patients.
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A novel electrochemiluminescence (ECL) sensing system was developed to determine histamine in aquatic food with tris(2,2-bipyridyl)dichlororuthenium(II) (Ru(bpy)3(2+)) and Keggin-type polyoxomatelate (H3PMo12O40). A hybrid material was synthesized by mixing Keggin H3PMo12O40 (PMo12) and Ru(bpy)3(2+) and it was applied in capillary electrophoresis-electrochemiluminescence (CE-ECL) as a histamine probe for the first time. Some factors which affected the performances of separation and detection were investigated. Under the optimized conditions, one single quantitative analysis of histamine was achieved at a separation voltage of 16kV, and the limit of detection (LOD, S/N=3) of histamine was 1.0×10(-3)mg/L. The linear concentration range was between 0.01 and 1mg/L and the relative standard deviation (RSD) of peak height was between 0.27% and 1.29%, while the RSD of migration time was between 0.96% and 1.87%. The results indicated that the proposed probe presented good characteristics in terms of higher sensitivity and better reproducibility for histamine detection than those of the Ru(bpy)3(2+) ECL system.
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2,2'-Dipiridil/química , Electroforesis Capilar/métodos , Histamina/química , Mediciones Luminiscentes/métodos , Compuestos de Tungsteno/química , Compuestos OrganometálicosRESUMEN
Changes in the concentrations of putrescine, histamine, tyramine, phenylethylamine and spermidine were studied by the method of capillary electrophoresis coupled with electrochemiluminescence (CE-ECL) during the storage of oysters at two different temperatures (0°C and 4°C). The results showed that, with an increase in the storage time, spermidine and putrescine became dominant. When the oysters were stored at 0°C, the concentration of spermidine increased from 45.6mg/kg to 68.5mg/kg, and that of putrescine increased from 18.6mg/kg to 28.3mg/kg. When the storage temperature was controlled at 4°C, the concentration of spermidine increased from 46.7mg/kg to 119.7mg/kg and that of putrescine increased from 19.4mg/kg to 136.8mg/kg, respectively. In contrast, the histamine, tyramine and phenylethylamine levels increased slightly throughout the storage period for all of the experimental conditions.