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Kinase Phosphorylation-based Mechanisms of PARP Inhibitor Resistance During Synthetic Lethal Oncotherapy 合成致死性肿瘤治疗中PARP抑制剂耐药的激酶磷酸化机制
Q3 Medicine Pub Date : 2020-07-31 DOI: 10.2174/1574362413666180724134204
E. Osaki, S. Mizuno
Poly-(ADP-Ribose) Polymerase (PARP) plays a central role in recoveryfrom single-strand DNA (ssDNA) damage via base excision repair. When PARP activity isinhibited by a NAD+ mimetic analog, ssDNA is converted into a Double-Strand Break (DSB)during the S-phase in a cell cycle. However, the DSB site is repaired in a process of HomologousRecombination (HR) that is derived by genes such as BRCA1/2, PALB2, and RAD51. Underconditions of HR dysfunction, including mutations of BRCA1/2 (called BRCAness), PARPinhibitor (PARPi) induces “synthetic lethality” in BRCAness-specific cancer cells. Indeed, clinicaltrials using forms of PARPi that include olaparib, veliparib and rucaparib, have revealed thatPARP inhibition produces a dramatic effect that actually arrests cancer progression. Its clinicalefficiency is limited, however, due to the acquisition of PARPi resistance during long-term use ofthis inhibitor. Thus, it is important to elucidate the mechanisms of PARPi resistance. We searched the scientific literature published in PubMed, with a special focus onkinase phosphorylation that is involved in acquiring PARPi resistance. We also summarized thepossible molecular events for recovering HR system, a key event for acquiring PARPi resistance.CDK1 is a critical kinase for 5’-3’ DNA end resection, which is important for generatingssDNA for recruiting HR-priming factors. CDK12 is necessary for the transcription of HR-drivergenes, such as BRCA1, BRCA2, RAD51 and ATR via the phosphorylation of RNA Pol-II. PLK-1participates in driving HR via the phosphorylation of RAD51. The PI3K-AKT-mTOR signalingcascade is involved in BRCA1 induction via an ETS1 transcriptional pathway. Even under ATMdeficientconditions, the ATR-CHK1 axis compensates for loss in the DNA damage response,which results in HR recovery. The HGF receptor Met tyrosine kinase is responsible for promotingDNA repair by activating the PARP catalytic domain.These kinase-based signaling pathways are biologically important for understandingthe compensatory system of HR, whereas inactivation of these kinases has shown promise for therelease of PARPi resistance. Several lines of preclinical studies have demonstrated the potentialuse of kinase inhibitors to enhance PARPi sensitivity. We emphasize the clinical importance ofchemical inhibitors as adjuvant drugs to block critical kinase activities and prevent the possiblePARPi resistance.
聚ADP核糖聚合酶(PARP)通过碱基切除修复在单链DNA(ssDNA)损伤的恢复中起着核心作用。当PARP活性被NAD+模拟类似物抑制时,ssDNA在细胞周期的S期转化为双链断裂(DSB)。然而,DSB位点在同源重组(HR)过程中被修复,该过程由BRCA1/2、PALB2和RAD51等基因衍生。HR功能障碍的病症,包括BRCA1/2(称为BRCAness)、PARP抑制剂(PARPi)的突变,在BRCAness特异性癌症细胞中诱导“合成致死性”。事实上,使用包括奥拉帕尼、韦利帕利和鲁卡帕利在内的PARP形式的临床试验表明,PARP抑制产生了显著的效果,实际上阻止了癌症的进展。然而,由于长期使用该抑制剂会产生PARPi耐药性,其临床疗效有限。因此,阐明PARPi抵抗的机制是很重要的。我们检索了发表在PubMed上的科学文献,特别关注与获得PARPi耐药性有关的激酶磷酸化。我们还总结了恢复HR系统的可能分子事件,这是获得PARPi抗性的关键事件。CDK1是5’-3’DNA末端切除的关键激酶,对产生DNA以募集HR启动因子很重要。CDK12对于通过RNA Pol II的磷酸化转录HR驱动基因如BRCA1、BRCA2、RAD51和ATR是必需的。PLK-1通过RAD51的磷酸化参与驱动HR。PI3K-AKT-mTOR信号级联通过ETS1转录途径参与BRCA1的诱导。即使在ATM不足的条件下,ATR-CHK1轴也能补偿DNA损伤反应的损失,从而导致HR恢复。HGF受体Met酪氨酸激酶负责通过激活PARP催化结构域来促进DNA修复。这些基于激酶的信号通路在理解HR的补偿系统方面具有重要的生物学意义,而这些激酶的失活已显示出缓解PARPi耐药性的前景。几项临床前研究表明,激酶抑制剂有增强PARPi敏感性的潜力。我们强调化学抑制剂作为辅助药物在阻断关键激酶活性和预防可能的PARPi耐药性方面的临床重要性。
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引用次数: 0
Abnormal Signal Transduction via Over-expression of Pim-1 Regulated Senescence, Cell Cycle, Apoptosis and Metastatic Invasion: Novel Anticancer Targets and Their Potent Inhibitors from Marine Sources 通过过度表达Pim-1调节衰老、细胞周期、细胞凋亡和转移侵袭的异常信号转导:来自海洋的新抗癌靶点及其强效抑制剂
Q3 Medicine Pub Date : 2020-07-31 DOI: 10.2174/1574362413666180724105508
Ankita Sharma, S. Nandi
Existing cancer chemotherapeutics can kill normal as well as malignantcells. To solve these issues, scientists are now more concerned about the design and discovery ofpotential anticancer, least toxic leads, which can promote apoptosis process and inhibition of abnormalsignal transduction via hyperactivation of protein kinases such as Pim-1 due to overexpressionor mutation of proto-oncogenes and tumor suppressor genes related to molecularmechanisms of senescence, cell cycle, apoptosis and metastatic invasion, thus leading to anticanceractivities. Natural scaffolds play a great role in this aspect.Sea is full of biodiverse natural resources of medicinal compounds derived from marineplants, sponges, actinomycetes, cynobacteria, fungi, corals and animals. Many anticancercompounds were successfully discovered. But there are few potent compounds developed againstabnormal signal transduction mechanism. Therefore, an attempt has been made in the present review to focus onmolecular mechanisms of various targets in connection with the over-expression of Pim-1 mediatedsenescence, cell cycle, apoptosis and metastatic invasion and their potent inhibitors.Biochemical mechanisms of the potent marine sourced inhibitors keeping activitiesagainst abnormal signal transduction were discussed in this study. It gives great attention to expandthe capabilities in these upcoming areas to remain globally relevant.Existed marine sourced anticancer compounds tabulated in this study could be usedas a template for further design and synthesis of promising congeneric synthetic compoundsagainst another disease by the application of in silico high throughput screening through drug repositioning.
现有的癌症化疗药物既能杀死正常细胞,也能杀死恶性细胞。为了解决这些问题,科学家们现在更关注的是设计和发现潜在的抗癌、毒性最小的铅,这些铅可以通过与衰老、细胞周期、细胞凋亡和转移性侵袭相关的原癌基因和肿瘤抑制基因的过度表达或突变而导致pm -1等蛋白激酶的超激活,从而促进细胞凋亡过程和抑制异常信号转导,从而产生抗癌活性。天然支架在这方面发挥了很大的作用。海洋充满了生物多样性的天然资源,药用化合物来源于海洋植物、海绵、放线菌、藻杆菌、真菌、珊瑚和动物。许多抗癌化合物被成功地发现。但针对异常信号转导机制的有效化合物很少。因此,本文将重点探讨pm -1过表达介导衰老、细胞周期、细胞凋亡和转移性侵袭的各种靶点及其有效抑制剂的分子机制。本文讨论了有效的海洋源抑制剂对异常信号转导保持活性的生化机制。它非常重视在这些即将到来的领域扩大能力,以保持全球相关性。本研究列出的现有海洋抗癌化合物可以作为模板,通过药物重定位的高通量筛选,进一步设计和合成有前途的抗其他疾病的同类合成化合物。
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引用次数: 2
Channel Scheduling Based on Orchestrator Live Node-Wavelength Reservation for Optical Burst Switching Networks 基于协调活节点波长保留的光突发交换网络信道调度
Q3 Medicine Pub Date : 2020-07-31 DOI: 10.2174/1574362413666181109111518
Sethu Selvi
Dedicated wavelength utilization and the isolation of control plane fromthe data plane are the important features in the design of Optical Burst Switching (OBS). The contentionin bursts, link congestion and the reservation cause the burst dropping in optical networks.The slotted time and the burst assembly models incorporate the wavelength assignment and thechannel reservation schemes to reduce the dropping probability. The reservation of resources priorto burst arrival and the additional delay due to the burst assembly and the offset time are the majorissues in the reduction of probability. Besides, the traditional one-to-one packet transmission consumesmore time due to a large number of packets handling.This paper proposes the novel OBS model that incorporates the threeprocesses such as Open-Flow (OF)-based Orchestrator Live Node (OLN) modeling, fuzzy logicbased ranking and the offset time-based reservation (without/with void filling) to overcome the issuesin the traditional methods. Initially, the OLN modeling based on OF analysis includes theFlow Information Base (FIB) table for the periodical update of the link information. The fuzzy logic-based ranking of channels followed by OF-OLN predicts the status of the wavelength such asfree, used and conversion. Based on the status, the channels are reserved without and with voidfilling to schedule the bursts effectively. The reservation scheme employs the Offset-Time BurstAssembly algorithm to allow the resource reservation prior to burst arrival. Through these processes,the reuse of wavelength and the reallocation of resources are possible in OBS.The controlling of maximum burst transfer delay by the OTBA efficientlyreduces the end-to-end delay for data traffic. The comparative analysis between the proposedOLN-WR with the existing Hybrid Burst Assembly (HBA), Fuzzy-based Adaptive Threshold(FAT) and Fuzzy-based Adaptive Hybrid Burst Assembly (FAHBA) in terms of end-to-end delayand transmitted amount of bursts assures the applicability of OLN-WR in scheduling and communicationactivities in OBS networks.
光突发交换(OBS)设计的重要特点是专用波长的利用和控制平面与数据平面的隔离。争用突发、链路拥塞和预留是造成光网络突发下降的主要原因。狭缝时间和突发装配模型结合了波长分配和信道保留方案,以降低跌落概率。突发到达前的资源预留、突发集合造成的额外延迟和偏移时间是降低概率的主要问题。此外,传统的一对一的数据包传输由于处理大量的数据包而消耗更多的时间。本文提出了一种新的OBS模型,该模型结合了基于Open-Flow (OF)的Orchestrator Live Node (OLN)建模、基于模糊逻辑的排序和基于偏移时间的预约(无/有空隙填充)三个过程,克服了传统OBS模型存在的问题。最初,基于OF分析的OLN建模包括流量信息库(flow Information Base, FIB)表,用于定期更新链路信息。基于模糊逻辑的信道排序,然后是of - oln,预测波长的状态,如空闲、使用和转换。根据信道的状态,对信道进行无填充和有填充的保留,有效地调度突发。预留方案采用Offset-Time BurstAssembly算法,允许在突发到达之前预留资源。通过这些过程,可以实现光存储系统中波长的重复利用和资源的重新分配。OTBA对最大突发传输延迟的控制有效地降低了数据流量的端到端延迟。通过与现有的混合突发组合(Hybrid Burst Assembly, HBA)、基于模糊自适应阈值(FAT)和基于模糊自适应混合突发组合(FAHBA)在端到端延迟和突发传输量方面的比较分析,保证了OLN-WR在OBS网络调度和通信活动中的适用性。
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引用次数: 0
Single- and Multi-Step Image Enlargement for Medical Image Coding 医学图像编码中的单步和多步图像放大
Q3 Medicine Pub Date : 2020-06-30 DOI: 10.2174/1574362414666190131105731
M. Khosravi
Some interpolators cannot be used in an image magnification problem in a freely scalable form.For instance, when we want to magnify an image to a 16-time bigger scale, some interpolators have to do this process intwo steps including two 4-time magnification steps, however, some are able to do it directly. For generating data of this study, MATLAB as a simulator has been used. Bi-; Linear (BL) andCubic Convolution (CC) interpolators are the two applied re-samplers in the reconstruction of digital images. Data shows that the performance of both free-size interpolators (BL and CC) is obviously different in both directand indirect pixel reconstruction.The acquired data shows a less error in the condition of direct interpolation. The relative results of experimentsare different from the type of core interpolators (BL and CC).
一些插值器不能用于自由缩放形式的图像放大问题。例如,当我们想要将图像放大到16倍时,有些插值器必须分两步完成这个过程,其中包括两个4倍的放大步骤,但有些插值器可以直接完成。为了生成本研究的数据,使用了MATLAB作为模拟器。Bi -;线性插值器(BL)和三次卷积插值器(CC)是数字图像重建中常用的两种重采样器。数据表明,自由尺寸插值器(BL和CC)在直接和间接像素重建方面的性能存在明显差异。所得数据在直接插值条件下误差较小。不同类型的核心插补器(BL和CC)的相对实验结果不同。
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引用次数: 4
Chronic Kidney Disease and Urological Disorders: An Overview 慢性肾脏疾病和泌尿系统疾病:综述
Q3 Medicine Pub Date : 2020-06-30 DOI: 10.2174/1574362413666180412142930
S. Lai, A. Sciarra, Federico Pierella, S. Pastore, L. Piloni, S. Salciccia, A. Perrotta, P. Protopapa, G. Pintus, G. P. Ricciuti, Mauro Ciccariello, M. V. Heland
Chronic Kidney Disease (CKD) is a highly prevalent condition and it is amajor risk factor for End-Stage Renal Disease (ESRD), cardiovascular disease, and prematuredeath. Some congenital and acquired anomalies of the kidneys and lower urinary tract (CAKUTand CALUT) are well-known causes of CKD and ESRD, but often remain undiagnosed and theirprevalence is underestimated. This study aims to provide an overview that considered mainlysome of the major congenital and acquired urological diseases that could lead to renal clinicalmanifestations common even to the most widespread renal pathologies, for which often underdiagnosed. PubMed search was conducted for available English literature describingthe actual knowledge on congenital and acquired urological disorders determining acute andchronic kidney disease. Prospective and retrospective studies as well as meta-analyses and latestsystematic reviews were included. Most of the studies examined and reviewed were discarded for wrong population or interventionor deemed unfit, and only 87 met the inclusion criteria for the review. The studies includedin the review related to urological disorders that may determine chronic and acute kidneydisease.Some urological diseases, as CAKUT and CALUT, especially in adults, show symptoms,as renal failure, proteinuria and hypertension, very common to other kidney diseases, forthis reason may remain undiagnosed and their prevalence is not completely known. Therefore, indoubtful cases, non-invasive and inexpensive tests, as cystourethrogram, should be made, to ruleout urological disorders and if necessary, ultrasonography, urography and scintigraphy, might allowa correct and early diagnosis of these defects and thus adequate therapy, preventing or at leastslowing down an evolution toward CKD and ESRD.
慢性肾脏疾病(CKD)是一种非常普遍的疾病,它是终末期肾脏疾病(ESRD)、心血管疾病和过早死亡的主要危险因素。一些先天性和获得性肾脏和下尿路异常(CAKUTand CALUT)是众所周知的CKD和ESRD的原因,但往往未被诊断出来,其患病率被低估。本研究旨在概述一些主要的先天性和获得性泌尿系统疾病,这些疾病可能导致肾脏临床表现,甚至是最普遍的肾脏病变,而这些疾病往往未被诊断。PubMed检索了现有的英文文献,描述了先天性和获得性泌尿系统疾病决定急性和慢性肾脏疾病的实际知识。包括前瞻性和回顾性研究,以及荟萃分析和最新的系统综述。大多数被检查和审查的研究因错误的人群或被认为不适合的干预者而被放弃,只有87项研究符合审查的纳入标准。这些研究包括与泌尿系统疾病相关的综述,这些疾病可能决定慢性和急性肾脏疾病。一些泌尿系统疾病,如CAKUT和CALUT,特别是在成人中,表现出肾功能衰竭、蛋白尿和高血压等症状,这些症状与其他肾脏疾病非常常见,因此可能无法诊断,其患病率也不完全清楚。因此,在不确定的病例中,应该进行无创和廉价的检查,如膀胱输尿管造影,以排除泌尿系统疾病,必要时,超声检查、尿路造影和显像可能允许对这些缺陷进行正确和早期诊断,从而进行适当的治疗,防止或至少减缓CKD和ESRD的发展。
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引用次数: 0
S-Phase Kinase-Associated Protein-2 and Nuclear Factor-kappa Beta as Molecular Targets of Oral Burkitt’s Lymphoma Cell Induced by Quinolinone Derivate-Vesnarinone 喹啉酮诱导的口腔伯基特淋巴瘤细胞S期激酶相关蛋白-2和核因子κ
Q3 Medicine Pub Date : 2020-06-30 DOI: 10.2174/1574362413666180912113856
Supriatno
3,4-Dihydro-6-[4-3,4-dimethoxybenzoyl-1-piperazinyl]-2(1H)-quinolinone(vesnarinone), a novel inotropic drug with unique and complex mechanisms of action, isknown to show antitumor activity against several human malignancies. In the present study,vesnarinone-induced signal transduction of S-phase kinase-associated protein 2 (Skp2) andNuclear Factor-kappa Beta (NF-κB) as molecular targets of oral malignant Burkitt’s lymphoma(Raji cells) was evaluated.Raji cells were incubated with vesnarinone at concentrations of 0,1.25x10-2, 2.50x10-2, or 5.0x10-2 Molar. After 24 h, chemotactic cell migration was examined bya Boyden chamber kit. Apoptosis induction was observed by caspase-9 colorimetric assay. Toevaluate levels of Skp2, NF-kB, and α-tubulin, Western blot analysis was performed.Vesnarinone markedly suppressed chemotactic cell migration and significantly inducedapoptosis by increasing the caspase-9 activity of Raji cells through down regulation of Skp2and NF-κB. Vesnarinone decreased the expression of Skp2 and NF-κB indicating these moleculesmay be targeted for the treatment of oral malignant Burkitt’s lymphoma (BL). The resultsof this work offer a promising therapeutic approach for BL tumors.
3,4-二氢-6-[4-3,4-二甲氧基苯甲酰基-1-哌嗪基]-2(1H)-喹啉酮(vesnarinone)是一种具有独特而复杂作用机制的新型变力药物,已知对几种人类恶性肿瘤具有抗肿瘤活性。在本研究中,评估了vesnarinone诱导的S期激酶相关蛋白2(Skp2)和核因子κB(NF-κB)作为口腔恶性伯基特淋巴瘤(Raji细胞)分子靶标的信号转导。Raji细胞与浓度为0,1.25x10-2,2.50x10-2或5.0x10-2摩尔的vesnarinone一起孵育。24小时后,用Boyden试剂盒检测趋化细胞迁移。用胱天蛋白酶-9比色法观察细胞凋亡。为了评估Skp2、NF-kB和α-微管蛋白的水平,进行了蛋白质印迹分析。Vesnarine通过下调Skp2和NF-κB来增加Raji细胞的胱天蛋白酶-9活性,从而显著抑制趋化细胞迁移并显著诱导凋亡。Vesnarine降低Skp2和NF-κB的表达,表明这些分子可能是治疗口腔恶性伯基特淋巴瘤(BL)的靶点。这项工作的结果为BL肿瘤的治疗提供了一种有前景的方法。
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引用次数: 1
Sonic Hedgehog Signaling Activation Promotes Cardioprotective Strategies Sonic Hedgehog信号激活促进心脏保护策略
Q3 Medicine Pub Date : 2020-06-30 DOI: 10.2174/1574362413666181113124958
Himanshi Khera, Anupam Awasthi, S. Mehan
Hedgehog pathway plays a crucial role in the neovascularisation and angiogenesisduring the embryonic stage in humans. Three genes of hedgehog protein isolated fromhumans are Sonic hedgehog, Desert hedgehog and Indian hedgehog gene. Two G-protein coupledreceptors identified in the sonic hedgehog pathway served as patched receptor and smoothened receptor. Particularly, sonic hedgehog gene plays a versatile role in cellular homeostasisand can be a novel therapeutic target in the prevention of cardiovascular disorders. Furthervarious sonic hedgehog modulators have been reported working as futuristic drug moleculesin the modulation of cardiovascular dysfunctions. However, there was limited literature availability that has summarized the possiblemechanism of targeting Sonic hedgehog signaling pathway. Thus, the present review is aimed at exploring the role of targeting sonic hedgehogprotein signaling and modulators as well as to enlighten that how targeting sonic hedgehog proteininvolves in the amelioration of atherosclerosis, ischemic heart diseases, vascular endothelial dysfunction,heart failure and congenital heart diseases.
Hedgehog通路在人类胚胎期的新生血管形成和血管生成中起着至关重要的作用。从人类身上分离到三个刺猬蛋白基因,分别是声波刺猬基因、沙漠刺猬基因和印度刺猬基因。在声波刺猬通路中发现的两个G蛋白偶联受体分别作为修补受体和平滑受体。特别是,声波刺猬基因在细胞稳态中发挥着广泛的作用,可以成为预防心血管疾病的新的治疗靶点。据报道,各种各样的声波刺猬调节剂可以作为未来的药物分子调节心血管功能障碍。然而,现有的文献综述了靶向Sonic hedgehog信号通路的可能机制。因此,本综述旨在探索靶向声波刺猬蛋白信号传导和调节剂的作用,并阐明靶向声波hedgehog蛋白如何改善动脉粥样硬化、缺血性心脏病、血管内皮功能障碍、心力衰竭和先天性心脏病。
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引用次数: 0
Segmentation of Brain Magnetic Resonance Images using Deep Learning Classification and Multi-modal Composition 基于深度学习分类和多模态合成的脑磁共振图像分割
Q3 Medicine Pub Date : 2020-06-30 DOI: 10.2174/1574362414666181220105908
R. Kala, P. Deepa
Accurate detection of brain tumor and its severity is a challenging task inthe medical field. So there is a need for developing brain tumor detecting algorithms and it is anemerging one for diagnosis, planning the treatment and outcome evaluation.Brain tumor segmentation method using deep learning classification andmulti-modal composition has been developed using the deep convolutional neural networks. Thedifferent modalities of MRI such as T1, flair, T1C and T2 are given as input for the proposedmethod. The MR images from the different modalities are used in proportion to the informationcontents in the particular modality. The weights for the different modalities are calculated blockwiseand the standard deviation of the block is taken as a proxy for the information content of theblock. Then the convolution is performed between the input image of the T1, flair, T1C and T2MR images and corresponding to the weight of the T1, flair, T1C, and T2 images. The convolutionis summed between the different modalities of the MR images and its corresponding weightof the different modalities of the MR images to obtain a new composite image which is given asan input image to the deep convolutional neural network. The deep convolutional neural networkperforms segmentation through the different layers of CNN and different filter operations are performedin each layer to obtain the enhanced classification and segmented spatial consistency results.The analysis of the proposed method shows that the discriminatory information from the differentmodalities is effectively combined to increase the overall accuracy of segmentation.The proposed deep convolutional neural network for brain tumor segmentation methodhas been analysed by using the Brain Tumor Segmentation Challenge 2013 database (BRATS2013). The complete, core and enhancing regions are validated with Dice Similarity Coefficientand Jaccard similarity index metric for the Challenge, Leaderboard, and Synthetic data set. Toevaluate the classification rates, the metrics such as accuracy, precision, sensitivity, specificity,under-segmentation, incorrect segmentation and over segmentation also evaluated and comparedwith the existing methods. Experimental results exhibit a higher degree of precision in the segmentationcompared to existing methods. In this work, deep convolution neural network with different modalities of MR imageare used to detect the brain tumor. The new input image was created by convoluting the inputimage of the different modalities and their weights. The weights are determined using the standarddeviation of the block. Segmentation accuracy is high with efficient appearance and spatial consistency.The assessment of segmented images is completely evaluated by using well-establishedmetrics. In future, the proposed method will be considered and evaluated with other databases andthe segmentation accuracy results should be analysed with the presence of different
准确检测脑肿瘤及其严重程度是医学领域的一项具有挑战性的任务。因此,有必要开发脑肿瘤检测算法,这是一个新兴的诊断,计划治疗和结果评估的算法。利用深度卷积神经网络,提出了一种基于深度学习分类和多模态组合的脑肿瘤分割方法。MRI的不同模式,如T1、flair、T1C和T2,作为所提出方法的输入。不同模态的MR图像按特定模态的信息内容比例使用。不同模态的权重按块计算,并将块的标准差作为块信息内容的代理。然后将T1、flair、T1C、T2MR图像的输入图像与T1、flair、T1C、T2图像的权值进行卷积。将磁共振图像的不同模态及其对应的权重进行卷积求和,得到新的合成图像,作为深度卷积神经网络的输入图像。深度卷积神经网络通过CNN的不同层进行分割,每层进行不同的滤波操作,得到增强的分类和分割的空间一致性结果。分析表明,该方法有效地结合了不同模态的判别信息,提高了分割的整体精度。利用brain tumor segmentation Challenge 2013数据库(BRATS2013)对所提出的深度卷积神经网络脑肿瘤分割方法进行了分析。完整区域、核心区域和增强区域用骰子相似系数和Jaccard相似度指标对挑战、排行榜和合成数据集进行验证。为了评价分类率,对准确率、精密度、灵敏度、特异性、分割不足、分割错误和分割过度等指标进行了评价,并与现有方法进行了比较。实验结果表明,与现有方法相比,该方法的分割精度更高。在这项工作中,深度卷积神经网络与不同模式的磁共振图像用于检测脑肿瘤。新的输入图像是通过卷积不同模态及其权重的输入图像来创建的。权重是使用块的标准偏差确定的。分割精度高,具有高效的外观和空间一致性。分割图像的评估完全通过使用完善的度量来评估。未来,我们将考虑和评估该方法与其他数据库的关系,并对存在不同类型噪声的分割精度结果进行分析。
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引用次数: 0
Recent Advances and Molecular Pathway in Salivary Adenoid Cystic Carcinoma (Review) 涎腺样囊性癌分子途径研究进展
Q3 Medicine Pub Date : 2020-06-30 DOI: 10.2174/1574362414666190204124731
Laijun Xu, Lingzhi Li, Shouliang Zhao, Shangfeng Liu
Salivary Adenoid Cystic Carcinoma (ACC) is a malignant tumor locatedat oral and maxillofacial regions, and its conventional treatments are surgery, chemotherapy andradiotherapy. However, its poor survival rates and prognosis resulting from the molecular mechanismsunderlying the carcinogenesis remain obscure. To date, there are insufficient reviews tosummarize the genes and molecular pathways for ACC. Therefore, it is required for us to highlightthe main oncogenes, tumor suppressor genes and genetic signal transduction pathways associatedwith ACC in this review.A literature review based on PubMed for the genetic characteristics andmolecular transduction pathways for ACC was conducted. Ninety articles were selected as referencesusing the search terms or keywords such as “genes, molecular pathways, salivary adenoidcystic carcinoma or ACC”.We have briefly described histopathology, current treatments and main clinical featuresin ACC. Besides, we have also elaborated the associated genes and pathways in this review accordingto the searched articles in recent years. We have summarized vital genes and proteins targeting or mechanism-based on proliferation,apoptosis, invasion and metastasis. Although there are few kinds of research on ACCcurrently exist, we expect that better detailed genetic studies would pave the way for promisingadvancement in our understanding of the molecular biology and pathogenesis mechanisms underlyingtumors.
涎腺腺样囊性癌(ACC)是一种分布于口腔颌面部的恶性肿瘤,其常规治疗方法有手术、化疗和放疗。然而,由于致癌的分子机制,其低生存率和预后仍然不清楚。到目前为止,对ACC的基因和分子途径的综述还不充分。因此,我们有必要在这篇综述中重点介绍ACC的主要致癌基因、抑癌基因和遗传信号转导途径。基于PubMed对ACC的遗传特征和分子转导途径进行了文献综述。使用搜索词或关键词,如“基因、分子途径、唾液腺样囊性癌或ACC”,选择90篇文章作为参考。我们简要介绍了ACC的组织病理学、目前的治疗方法和主要临床特征。此外,我们还根据近年来检索的文章详细阐述了相关基因和途径。我们总结了基于增殖、细胞凋亡、侵袭和转移的靶向或机制的重要基因和蛋白质。尽管目前对ACC的研究种类很少,但我们希望更详细的基因研究将为我们对肿瘤的分子生物学和发病机制的理解铺平道路。
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引用次数: 0
A Tutorial and Performance Analysis on ENVI Tools for SAR Image Despeckling 用于SAR图像去斑点的ENVI工具教程及性能分析
Q3 Medicine Pub Date : 2020-06-30 DOI: 10.2174/1574362413666181005101315
M. Khosravi, Babak Bahri-Aliabadi, Seyed Reza Salari, S. Samadi, H. Rostami, Vahid Karimi
The presence of speckle noise in synthetic aperture radar (SAR) imagesmakes the images of low quality in terms of textural features and spatial resolution which arerequired for processing issues such as image classification and clustering. Already, there are manyadaptive filters to remove noise in SAR images. ENVI software is a fully applicable tool for thispurpose which has a good library including several filters in the classes of adaptive, orderstatisticsand non-linear filters.In this study, the toolbox of ENVI is reviewed, analyzed and thennumerically evaluated based on several single-band images along with multi-band polarimetricSAR (Pol-SAR) images achieved from SAR sensors such as TerraSAR-X. For evaluation, twometrics including Equivalent Number of Looks (ENL) and Edge Preservation Index (EPI) are usedwhich show the ability of the filters in preserving jointly spatial/textural features based on generalinformation and edges quality, respectively. It is notable that both metrics illustrate that some classic filters are better in comparisonto newer filters.The experiments can help us in selecting a better filter towards our aims. In thisrespect, attention to the results of commercial filters of ENVI software and their analysis canguide us to find the best case in order to process commercial data of SAR sensors in theapplications of environmental monitoring, geo-science studies, industrial usages and so on.
合成孔径雷达(SAR)图像中散斑噪声的存在使图像在纹理特征和空间分辨率方面质量较低,这是处理图像分类和聚类等问题所必需的。目前,已经有许多自适应滤波器可以去除SAR图像中的噪声。ENVI软件是一个完全适用于此目的的工具,它有一个很好的库,包括自适应、有序统计和非线性滤波器类中的几个滤波器。在这项研究中,基于TerraSAR-X等SAR传感器获得的几个单波段图像和多波段极化SAR(Pol-SAR)图像,对ENVI的工具箱进行了回顾、分析和数值评估。为了进行评估,使用了两个度量,包括等效外观数(ENL)和边缘保持指数(EPI),这两个度量分别显示了滤波器在基于一般信息和边缘质量的联合保持空间/纹理特征的能力。值得注意的是,这两个指标都表明,与较新的过滤器相比,一些经典过滤器更好。这些实验可以帮助我们选择一个更好的过滤器来达到我们的目标。在这方面,关注ENVI软件的商业滤波器的结果及其分析可以指导我们在环境监测、地球科学研究和工业应用等方面找到处理SAR传感器商业数据的最佳情况。
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引用次数: 11
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Current Signal Transduction Therapy
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