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The Growth Inhibition of Targeted Pluronic/Formononetin Nanocomposite on Oral Squamous Cell Carcinoma In Vitro 靶向Pluronic/Formononetin纳米复合物对口腔鳞状细胞癌生长的抑制作用
Pub Date : 2020-08-01 DOI: 10.1166/NNL.2020.3195
Ming Liu, Chen Lin, Xiaoqing Huang, Yuxiang Lin
Natural flavonoid formononetin (FN) has anticancer effects, but the hydrophobic structure, characteristics of the short half-life in vivo, limiting its clinical wide-ranging application. In this study, FN loaded Pluronic (PF)@folic acid (FA) micelles (FN-PF@FA), were prepared to improve the solubility, bioavailability and targeting. FA coupling PF was prepared by carbodiimide crosslinker chemical method, FN-PF@FA micelles were prepared by modified film hydration method, and compared the antitumor activity of FN loaded micelles with free FN In Vitro. The spherical smooth surface of FN-PF@FA micelles had smaller particle size (112.3±5.3 nm), high encapsulation efficiency (86.14±2.68%), high negative zeta potential (-25.8±0.57 mV), low critical concentration CMC (0.03 mg/mL), and better sustained release profile. In addition, FN-PF@FA micelles have a positive targeting effect on oral squamous cell carcinoma cells (SCC3). In 48 hours, the growth inhibition of 50% (GI50) was 28.6±1.2 μg/mL for FN and 17.4±0.78 μg/mL for FN-PF, the dose dropped by nearly 38.46%. In addition, the GI50 value of FN-PF@FA was 9.5±0.3 μg/mL, 66.43% lower than FN and 44.83% lower than FN-PF. Furthermore, the laser scanning confocal microscopy revealed that the conjugation of FA significantly improves the active targeting ability of micelles. FN-PF@FA micelles have the potential to target the release of anticancer drugs with higher bioavailability, further provides a new avenue for the application of traditional Chinese medicine extract in oral malignant tumor.
天然黄酮甲单花素(FN)具有抗癌作用,但其疏水性结构、体内半衰期短的特点,限制了其在临床上的广泛应用。在本研究中,FN负载的Pluronic(PF)@叶酸(FA)胶束(FN-PF@FA),以提高其溶解度、生物利用度和靶向性。采用碳二亚胺交联剂化学法制备了FA偶联PF,FN-PF@FA采用改进的膜水合法制备了胶束,并在体外比较了FN负载和游离胶束的抗肿瘤活性。的球面光滑表面FN-PF@FA胶束粒径较小(112.3±5.3nm),包封率较高(86.14±2.68%),负ζ电位较高(-25.8±0.57mV),CMC临界浓度较低(0.03mg/mL),具有较好的缓释性能。此外FN-PF@FA胶束对口腔鳞状细胞癌细胞(SCC3)具有正向靶向作用。在48小时内,FN和FN-PF的生长抑制率分别为28.6±1.2μg/mL和17.4±0.78μg/mL,分别下降了近38.46%FN-PF@FAμg/mL、比FN低66.43%、比FN-PF低44.83%。此外,激光扫描共聚焦显微镜显示,FA的结合显著提高了胶束的主动靶向能力。FN-PF@FA胶束具有靶向释放抗癌药物的潜力,具有较高的生物利用度,为中药提取物在口腔恶性肿瘤中的应用提供了新的途径。
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引用次数: 0
Automatic Segmentation Method of Breast Tumor Ultrasonic Images Based on Attention-Enhancing Unet 基于注意力增强Unet的乳腺肿瘤超声图像自动分割方法
Pub Date : 2020-08-01 DOI: 10.1166/NNL.2020.3201
Yu Yan, X. Cai, Ge Fang, Wei Zhu, Jian Liu, Funan Xiao, Manxue Zhao, Wang Zuming, Yiyun Wu
In order to improve the accuracy of the segmentation of the breast ultrasound image lesion, Attention-Unet was improved, and an Attention-enhancing Unet (AE-Unet) model is proposed. First, the network loss function was improved. Based on the output value of the traditional network end, output weights of all attention gate were integrated. Compared with the standard lesion template, it was used to obtain accurate network loss values; Secondly, the network training method was improved, and the strategy of combining thickness and fineness was adopted. The overall loss function was used to train the overall network to make the network basically stable; then the partial loss function was used to alternately train the backbone network and the attention gate module in turn. Fine-tuning was used to further improve the accuracy of network parameters. The combination of the two greatly improves the accuracy of segmentation of the breast ultrasound lesion area. The experimental results on the breast ultrasound data actually collected in the hospital show that the proposed AE-Unet model has an M-IOU of 81.24%, precision of 85.88%, F1 of 80.58%, Acc of 93.85% and specificity of 97.48%, PPV is up to 85.88%, which has achieved better segmentation results than existing advanced algorithms.
为了提高乳腺超声图像病灶分割的准确性,对Attention-Unet进行了改进,提出了一种attention - enhanced Unet (AE-Unet)模型。首先,对网络损失函数进行改进。在传统网络端输出值的基础上,综合各关注门的输出权重。与标准病变模板进行比较,得到准确的网络损失值;其次,对网络训练方法进行改进,采用厚度和细度相结合的策略;利用整体损失函数对整体网络进行训练,使网络基本稳定;然后利用部分损失函数交替训练主干网和注意门模块。采用微调方法进一步提高网络参数的精度。两者的结合大大提高了乳腺超声病变区域分割的准确性。对医院实际采集的乳腺超声数据的实验结果表明,本文提出的AE-Unet模型的M-IOU为81.24%,精度为85.88%,F1为80.58%,Acc为93.85%,特异性为97.48%,PPV高达85.88%,取得了比现有先进算法更好的分割效果。
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引用次数: 0
Fenofibrate Improves the Progression of Diabetic Retinopathy by Regulating miR-21-IL6R Axis 非诺贝特通过调节miR-21-IL6R轴改善糖尿病视网膜病变的进展
Pub Date : 2020-08-01 DOI: 10.1166/NNL.2020.3207
Yan Zhang, Bihua Xie
Diabetic retinopathy (DR) is a kind of irreversible visual impairment common in adults. Several studies have confirmed the ability of fenofibrate (FNB) to mitigate DR pathology. miR-21 has also been shown to improve the hemodynamics of DR model rats. Presently, it is not clear whether FNB can play a therapeutic role in DR via regulating miR-21, and we will supplement this gap through this research. First, in this research, we constructed an in vitro model of DR by inducing ARPE-19 cells with high glucose (HG). After successful induction, the proliferation ability of ARPE-19 cells was inhibited, the apoptosis ability was enhanced, and the oxidative stress index (reactive oxygen species, ROS) level was increased. Subsequently, we discovered that the cell vitality was significantly improved, the apoptosis ability was inhibited, and oxidative stress injury was improved under FNB intervention in the in vitro model of DR. In mechanism, FNB can improve the viability of DR model in vitro and alleviate the oxidative stress injury induced by HG through down-regulating miR-21 or up-regulating IL-6R. Furthermore, miR-21 has a targeted regulatory relationship with IL6R, which can negatively regulate the level of IL6R. Based on the above, we conclude that FNB can improve the viability and alleviate oxidative stress injury of DR model in vitro via regulating the miR-21-IL6R axis.
糖尿病视网膜病变(DR)是一种常见于成人的不可逆性视觉损伤。几项研究证实了非诺贝特(FNB)减轻DR病理的能力。miR-21也被证明可以改善DR模型大鼠的血液动力学。目前,尚不清楚FNB是否可以通过调节miR-21在DR中发挥治疗作用,我们将通过这项研究来补充这一空白。首先,在本研究中,我们通过用高糖(HG)诱导ARPE-19细胞来构建DR的体外模型。成功诱导后,ARPE-19细胞的增殖能力受到抑制,凋亡能力增强,氧化应激指数(活性氧,ROS)水平升高。随后,我们发现在DR体外模型中,FNB干预可以显著提高细胞活力,抑制细胞凋亡,改善氧化应激损伤。在机制上,FNB可以通过下调miR-21或上调IL-6R来提高DR体外模型的生存能力,减轻HG诱导的氧化应激损伤。此外,miR-21与IL6R具有靶向调控关系,IL6R可以负调控IL6R的水平。基于以上,我们得出结论,FNB可以通过调节miR-21-IL6R轴来提高体外DR模型的生存能力并减轻氧化应激损伤。
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引用次数: 1
Correlation Between Intestinal Microflora and Gastrointestinal Dysfunction in Elderly Patients with Sepsis 老年败血症患者肠道菌群与胃肠功能障碍的相关性研究
Pub Date : 2020-08-01 DOI: 10.1166/NNL.2020.3206
Hailing Yang, Zhang Xiaolin, Chen Weijun, Libo Shang, Bin Chen, Pang Yongcheng, Zhang Guilan, Wan Qing, Chang Zhang, Jianqin Zhou, Rui Lv, Shi Xingqian, Mingyan Li
Multiple organ dysfunction syndrome (MODS) is a key factor that leads to death in elderly patients with sepsis. Therefore, early prevention and treatment of gastrointestinal dysfunction (GIDF) in elderly patients with sepsis is an important measure to prevent MODS occurrence. This research explores the correlation between intestinal microflora and GIDF in elderly patients with sepsis and provides ideas for the prevention and treatment of GIDF in elderly patients with sepsis. In this study, 152 patients with sepsis (122 patients with sepsis and GIDF) treated in the Third Affiliated Hospital of Yunnan University of Chinese Medicine from January to September 2019 were selected as the sepsis group and 100 elderly who had normal physical examination results were selected as the control group. The common intestinal microflora of the two groups was compared. Patients with sepsis and GIDF were treated as the GIDF group and the other patients with sepsis were treated as the non-GIDF group. The common intestinal microflora, gastrointestinal indicators, serum inflammatory factors, and immune function indices were compared between the two groups. Correlation analysis of the observed indices with statistical significance was carried out. The results showed 152 patients with sepsis and 122 patients with sepsis and GIDF; thus, the incidence of sepsis with GIDF was 80.26%. The total average score of sepsis with GIDF was 3.61±0.09. There was no statistically significant difference in GIDF scores of patients ages 65–75 and > 75 years old. The number of Bifidobacterium and Lactobacillus in elderly patients with sepsis was lower and the number of Escherichia coli was higher than in the control group. In elderly patients with sepsis, the number of Bifidobacterium and Lactobacillus in the GIDF group was lower and the number of E. coli was higher than in the non-GIDF group. White blood cell (WBC) count, procalcitonin (PCT), C-reactive protein (CRP), tumor necrosis factor-α (TNF-α), gastrin (GAS), and diamine oxidase (DAO) in GIDF patients were higher and motilin (MOT), CIT (CIT), CD4+, and CD8+ were lower than in the non-GIDF group. WBC count, PCT, CRP, TNF-α, GAS, and DAO were negatively correlated with the number of Bifidobacterium and Lactobacillus but positively correlated with E. coli. MOT, CIT, CD4+, and CD8+ were positively correlated with the number of Bifidobacterium and Lactobacillus but negatively correlated with E. coli. There was a negative correlation between Bifidobacterium and Lactobacillus and GIDF score and a positive correlation between E. coli and GIDF score. Therefore, the change in the intestinal microflora in elderly patients with sepsis is related to GIDF.
多器官功能障碍综合征(MODS)是导致老年脓毒症患者死亡的关键因素。因此,早期预防和治疗老年脓毒症患者的胃肠功能障碍(GIDF)是预防MODS发生的重要措施。本研究探讨老年脓毒症患者肠道菌群与GIDF的相关性,为老年脓毒症患者GIDF的防治提供思路。本研究选取2019年1 - 9月云南中医药大学第三附属医院收治的152例脓毒症患者(其中脓毒症合并GIDF患者122例)作为脓毒症组,100例体检结果正常的老年人作为对照组。比较两组患者常见的肠道菌群。脓毒症合并GIDF患者作为GIDF组,其他脓毒症患者作为非GIDF组。比较两组患者常见肠道菌群、胃肠指标、血清炎症因子及免疫功能指标。对观测指标进行相关性分析,具有统计学意义。结果:败血症152例,败血症合并GIDF 122例;因此,GIDF脓毒症的发生率为80.26%。脓毒症合并GIDF的总平均评分为3.61±0.09。65 ~ 75岁患者与65 ~ 75岁患者GIDF评分差异无统计学意义。老年脓毒症患者双歧杆菌和乳酸菌数量低于对照组,大肠杆菌数量高于对照组。老年脓毒症患者中,GIDF组双歧杆菌和乳杆菌数量低于非GIDF组,大肠杆菌数量高于非GIDF组。GIDF患者白细胞(WBC)计数、降钙素原(PCT)、c反应蛋白(CRP)、肿瘤坏死因子-α (TNF-α)、胃泌素(GAS)、二胺氧化酶(DAO)均高于非GIDF组,胃动素(MOT)、CIT (CIT)、CD4+、CD8+均低于非GIDF组。WBC计数、PCT、CRP、TNF-α、GAS、DAO与双歧杆菌、乳杆菌数量呈负相关,与大肠杆菌数量呈正相关。MOT、CIT、CD4+、CD8+与双歧杆菌、乳杆菌数量呈正相关,与大肠杆菌数量呈负相关。双歧杆菌和乳酸菌与GIDF评分呈负相关,大肠杆菌与GIDF评分呈正相关。因此,老年脓毒症患者肠道菌群的变化与GIDF有关。
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引用次数: 1
Long-Chain Non-Coding RNAs Metastasis-Associated Lung Adenocarcinoma Transcript-1 Is Involved in Growth of Nasopharyngeal Carcinoma Cells by Targeting miR-205-5p 靶向miR-205-5p的长链非编码RNA转移相关肺腺癌转录因子1参与鼻咽癌细胞生长
Pub Date : 2020-08-01 DOI: 10.1166/NNL.2020.3204
Yuetang Mi, Haiyan Li, Jingchuan He
The incidence of nasopharyngeal carcinoma (NC) has been rising. The prognosis of NC remains unsatisfactory; therefore, it is necessary to find new ways to improve it. LncRNA MALAT1 (MALAT1) is a well-studied gene, but its status in NC remains unclear. More experimental analyses are needed to uncover the role of MALAT1 in NC for a reliable and accurate theoretical basis for NC’s diagnosis and treatment. First, NC patients admitted to our hospital from February 2018 to March 2020 and healthy controls who underwent physical examinations during the same period were enrolled in this study. MALAT1 and miR-205-5p in the patients’ peripheral blood and tissues were detected. The expression of MALAT1 was high, and the expression of miR-205-5p was low in the NC patients. Both genes were effective in predicting the occurrence of NC, and their expression was negatively correlated. According to in vitro experiments, inhibiting MALAT1 and increasing miR-205-5p could reduce CNE-2Z cells’ proliferation and increase their apoptotic rate. However, increasing MALAT1 and inhibiting miR-205-5p had opposite effects. Through the online website ENCORI, complementary sites were found in MALAT1 and miR-205-5p. According to dual-luciferase reporter gene assay, MALAT1-WT’s luciferase activity was inhibited by the co-transfection of miR-205-5p-min, while MALAT1-MUT’s luciferase activity was enhanced by the co-transfection of miR-205-5p-inh. Lastly, through rescue experiments, we found no difference in the biological behavior between the cells in the MALAT1 si-RNA+miR-205-5p-inh group and the MALAT1+NC-RNA group. Therefore, MALAT1 promotes NC cell proliferation, inhibits apoptosis, and participates in NC’s development via specifically regulating miR-205-5p.
鼻咽癌(NC)的发病率呈上升趋势。NC的预后仍不理想;因此,有必要寻找新的方法来改善它。LncRNA MALAT1 (MALAT1)是一个被广泛研究的基因,但其在NC中的地位尚不清楚。需要更多的实验分析来揭示MALAT1在NC中的作用,为NC的诊断和治疗提供可靠和准确的理论依据。首先,将2018年2月至2020年3月在我院住院的NC患者和同期体检的健康对照纳入本研究。检测患者外周血和组织中的MALAT1和miR-205-5p。在NC患者中,MALAT1高表达,miR-205-5p低表达。两种基因均能有效预测NC的发生,且表达呈负相关。体外实验表明,抑制MALAT1、升高miR-205-5p可降低CNE-2Z细胞的增殖,提高其凋亡率。然而,增加MALAT1和抑制miR-205-5p具有相反的作用。通过在线网站ENCORI,在MALAT1和miR-205-5p中发现了互补位点。根据双荧光素酶报告基因检测,共转染miR-205-5p-min可抑制MALAT1-WT的荧光素酶活性,而共转染miR-205-5p-inh可增强MALAT1-MUT的荧光素酶活性。最后,通过救援实验,我们发现MALAT1 si-RNA+miR-205-5p-inh组和MALAT1+NC-RNA组细胞的生物学行为没有差异。因此,MALAT1通过特异性调节miR-205-5p促进NC细胞增殖,抑制凋亡,参与NC的发育。
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引用次数: 0
Synthesis of Gold Nanoparticles in Cyclodextrin-Tetrachloroaurate System 环糊精-四氯酸盐体系中纳米金的合成
Pub Date : 2020-07-01 DOI: 10.1166/NNL.2020.3176
Y. S. Pestovsky, T. Srichana
Tetrachloroaurate reduction with α-, β-, and γ-cyclodextrin at pH 10.56 was studied in this study by dual-angle dynamic light scattering and spectrophotometry. The nanoparticles were also characterized by scanning electron microscopy. In contrast with our previous study, the nanoparticles were purified by centrifugation prior to characterization. The reaction is considered to be a promising one-step method for preparation of gold nanoparticles with immobilized cyclodextrins without the need for seeding. Unlike in our previous study, the reaction mixture was boiled under reflux conditions instead of an open vial. This change sped up the reaction, and extensive aggregation was avoided. For the first time, this study demonstrated that all three cyclodextrins were able to reduce tetrachloroaurate at room temperature as well, but long incubation periods were necessary. This is the first publication discussing the mechanism of tetrachloroaurate reduction by cyclodextrins. The first stage of the reaction involved tetrachloroaurate hydrolysis despite presence of hydrochloric acid in the commercial preparation of tetrachloroauric acid (HAuCl4). Tetrachloroaurate was therefore the precursor but not the actual oxidant. The previous hypothesis on autocatalytic decarboxylation of cyclodextrins was therefore proven wrong. Particle growth was accompanied by nucleation, leading to coexistence of nanoparticles and nanoclusters. The resulting nanoparticles contained a small fraction of aggregates, probably because of sodium chloride generated from hydrochloric acid. However, besides playing this detrimental role, chloride ions facilitated nucleation by stabilizing gold intermediates. The nanoparticles solutions could be stored at least for three months, which contrasted with our previous work, where the nanoparticles were stable for only three days. For the first time, freeze-drying and reconstitution of the resulting nanoparticles were investigated, and they were shown to be free from aggregation. The synthesized gold nanoparticles are recommended for use as drug carriers.
采用双角动态光散射和分光光度法,研究了在pH 10.56下α-、β-和γ-环糊精对四氯桂酸盐的还原作用。用扫描电镜对纳米颗粒进行了表征。与我们之前的研究相反,纳米颗粒在表征之前通过离心纯化。该反应被认为是一种很有前途的一步法,可以在不需要播种的情况下用固定化环糊精制备金纳米颗粒。与我们之前的研究不同,反应混合物在回流条件下煮沸,而不是在打开的小瓶中。这种变化加快了反应速度,避免了广泛的聚集。这项研究首次证明了所有三种环糊精都能在室温下还原四氯酸盐,但需要很长的潜伏期。这是讨论环糊精还原四氯酸盐机理的第一篇论文。反应的第一阶段涉及四氯金酸水解,尽管在四氯金酸(HAuCl4)的商业制备中存在盐酸。因此四氯酸盐是前体而不是氧化剂。因此,先前关于环糊精自催化脱羧的假设被证明是错误的。颗粒的生长过程伴随着成核,导致纳米颗粒和纳米团簇的共存。由此产生的纳米颗粒含有一小部分聚集体,可能是因为盐酸产生的氯化钠。然而,除了这一不利作用外,氯离子还通过稳定金中间体来促进成核。纳米粒子溶液可以储存至少三个月,这与我们之前的工作形成对比,纳米粒子只能稳定三天。首次研究了冷冻干燥和重组得到的纳米颗粒,结果表明它们没有聚集。建议将合成的金纳米颗粒用作药物载体。
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引用次数: 1
Study on the Immunomodulatory Effect of Quercetin Nanoparticles Loaded with Chitosan on a Mouse Model of Ovalbumin-Induced Food Allergy 壳聚糖负载槲皮素纳米颗粒对卵清蛋白致食物过敏小鼠模型免疫调节作用的研究
Pub Date : 2020-07-01 DOI: 10.1166/NNL.2020.3197
Hua Feng, Xiujuan Xiong, Qunying Xu, Zhongwei Zhang, J. Feng, Yongning Wu
As a common immune disease, food allergy has become a difficult problem for public health organizations. Food allergies are often accompanied by skin reactions, allergic rhinitis, gastrointestinal diseases, and other complications which can induce anaphylactic shock and even death. However, mechanisms underlying food allergies are not fully understood. Therefore, exploring the mechanism of induction of food allergy is a critical first step toward discovering a future treatment. Here we constructed a quercetin–chitosan nanoplasmid (QT–CS NPs), which can regulate the balance of Th1/Th2 cells, and used it to treat ovalbumin (OVA)-induced allergies in mice. The results suggest that compared to natural quercetin, the cytotoxicity of QT–CS NPs was weakened. QT–CS NPs also increased the expression of the Th1 cytokine INF-γ, reduced the secretion of Th2 cytokine IL-4, regulated the balance drift of Th1/Th2 cells in allergic mice, and demonstrated an excellent immunomodulatory effect. Therefore, QT-CS NPs can provide new treatment ideas for the prevention and treatment of food allergy, and this study can lay an experimental foundation for the clinical application of QT-CS NPs.
食物过敏作为一种常见的免疫疾病,已成为困扰公共卫生机构的难题。食物过敏常伴有皮肤反应、过敏性鼻炎、胃肠道疾病等并发症,可诱发过敏性休克甚至死亡。然而,食物过敏的机制尚不完全清楚。因此,探索诱导食物过敏的机制是发现未来治疗方法的关键的第一步。本文构建了一种调节Th1/Th2细胞平衡的槲皮素-壳聚糖纳米质粒(QT-CS NPs),并将其用于治疗卵清蛋白(OVA)诱导的小鼠过敏。结果表明,与天然槲皮素相比,QT-CS NPs的细胞毒性减弱。QT-CS NPs还能提高过敏小鼠Th1细胞因子INF-γ的表达,降低Th2细胞因子IL-4的分泌,调节Th1/Th2细胞的平衡漂移,显示出良好的免疫调节作用。因此,QT-CS NPs可为预防和治疗食物过敏提供新的治疗思路,本研究可为QT-CS NPs的临床应用奠定实验基础。
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引用次数: 2
Abnormal Platelet miRNA Profile Associated with Endometriosis 血小板miRNA异常与子宫内膜异位症相关
Pub Date : 2020-07-01 DOI: 10.1166/NNL.2020.3184
Miaomiao Du, Jiabao Wu, Yali Zhu, D. Mao, Zhihong Liu, Guifang Gong, Qinsheng Lu, Yan-qing Huang
Endometriosis (EM) is a condition characterized by the growth of functional endometrium in areas other than the uterus. In this study, microRNAs (miRNAs) were extracted from peripheral blood platelets from patients diagnosed with EM and from healthy controls for high-throughput sequencing; differential expression of miR-542-3p and miR-618 was identified via database comparisons. Dual pathway enrichment analysis revealed that both miRNAs may target the cyclin protein, G1/S-specific cyclin-D2 (CCND2). CCND2 was verified as a target gene of both miR-542-3p and miR-618 via experiments carried out in vivo. Taken together, these results reveal that CCND2 may serve as a functional biomarker for the diagnosis of EM.
子宫内膜异位症(EM)是一种以子宫以外区域功能性子宫内膜生长为特征的疾病。在这项研究中,从诊断为EM的患者和健康对照的外周血血小板中提取微小RNA(miRNA)进行高通量测序;通过数据库比较鉴定了miR-542-3p和miR-618的差异表达。双途径富集分析显示,两种miRNA都可能靶向细胞周期蛋白G1/S-特异性细胞周期蛋白D2(CCND2)。通过体内实验证实CCND2是miR-542-3p和miR-618的靶基因。总之,这些结果表明CCND2可以作为诊断EM的功能性生物标志物。
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引用次数: 0
Screening and Postoperative Evaluation of Breast Cancer Based on Serum Proteins Analysis Using Label-Free Surface-Enhanced Raman Spectroscopy Technology 基于无标记表面增强拉曼光谱技术血清蛋白分析的癌症筛查及术后评价
Pub Date : 2020-07-01 DOI: 10.1166/NNL.2020.3189
Xiaokun Liu, Xueliang Lin, Zongwei Huang, Youzhi Zhu, Min Peng, Xianggang Jia, Shuyun Weng, Y. Weng, S. Feng
Breast cancer is a malignant tumor of breast epithelial tissue. Early diagnosis and postoperative evaluation of breast cancer are critical to improve the survival rate. The current main screening methods are mammography and computerized tomography (CT), however, these methods suffer from false positives, over-diagnosis and radiation risk. Herein, unlabeled surface-enhanced Raman spectroscopy (SERS) technology combined with silver nanoparticles that was used to measure and analyze peripheral serum protein samples from patients of breast cancer for preoperation, postoperation and normal subjects. Results showed that there were significant differences in the serum protein SERS spectra among three groups due to changes in certain biochemical compositions related to breast cancer transformation. Moreover, diagnostic sensitivity, based on principal component analysis combined with linear discriminant analysis (PCA-LDA) for pre-surgery versus post-surgery, post-surgery versus normal and pre-surgery versus normal were 96.7%, 53.3%, and 100%, respectively, and the diagnostic specificities were 96.7%, 46.7%, and 96.7%, respectively. Therefore, serum protein SERS combined with PCA-LDA analysis holds promising potential as a novel strategy for early screening and postoperative evaluation of breast cancer.
癌症是乳腺上皮组织的恶性肿瘤。癌症的早期诊断和术后评估是提高生存率的关键。目前的主要筛查方法是乳房X光检查和计算机断层扫描(CT),然而,这些方法存在假阳性、过度诊断和辐射风险。在此,未标记的表面增强拉曼光谱(SERS)技术与银纳米颗粒相结合,用于测量和分析癌症患者术前、术后和正常受试者的外周血清蛋白质样品。结果表明,由于某些与乳腺癌症转化相关的生化成分的变化,三组患者的血清蛋白SERS光谱存在显著差异。此外,基于主成分分析和线性判别分析(PCA-LDA)的术前与术后、术后与正常和术前与正常的诊断敏感性分别为96.7%、53.3%和100%,诊断特异性分别为96.7%46.7%和96.7%。因此,血清蛋白SERS结合PCA-LDA分析作为癌症早期筛查和术后评估的新策略具有很好的潜力。
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引用次数: 0
A Coarse-to-Fine Registration on 3D Multi-Phase Abdominal CT Images 腹部CT三维多期图像的粗到细配准
Pub Date : 2020-07-01 DOI: 10.1166/NNL.2020.3194
Shao-di Yang, Fan Zhang, Zhen Yang, Xiaoyu Yang, Shuzhou Li
Registration is a technical support for the integration of nanomaterial imaging-aided diagnosis and treatment. In this paper, a coarse-to-fine three-dimensional (3D) multi-phase abdominal CT images registration method is proposed. Firstly, a linear model is used to coarsely register the paired multiphase images. Secondly, an intensity-based registration framework is proposed, which contains the data and spatial regularization terms and performs fine registration on the paired images obtained in the coarse registration step. The results illustrate that the proposed method is superior to some existing methods with the average MSE, PSNR, and SSIM values of 0.0082, 21.2695, and 0.8956, respectively. Therefore, the proposed method provides an efficient and robust framework for 3D multi-phase abdominal CT images registration.
注册是集成纳米材料成像辅助诊断和治疗的技术支持。本文提出了一种从粗到细的三维(3D)多相腹部CT图像配准方法。首先,使用线性模型对成对的多相图像进行粗配准。其次,提出了一种基于强度的配准框架,该框架包含数据和空间正则化项,并对粗配准步骤中获得的成对图像进行精细配准。结果表明,所提出的方法优于现有的一些方法,平均MSE、PSNR和SSIM值分别为0.0082、21.2695和0.8956。因此,所提出的方法为三维多相腹部CT图像配准提供了一个高效而稳健的框架。
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Nanoscience and Nanotechnology Letters
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