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The mechanism and eciency of mRNA-based dendritic cell immunotherapy 基于 mRNA 的树突状细胞免疫疗法的机制和有效性
Pub Date : 2024-03-08 DOI: 10.54254/2753-8818/33/20240543
Jiayi Wang
In the recent years, the mentions of immunotherapy has become more and more frequent. What emerged along with it are the various types of immunotherapies. This essay includes an introduction to cancer and tumor with the denition, epidemiology, etiology, statistics such as curability regarding types, gender, and race and typical treatments of cancer along with how the immune system functions when targeting tumor cells and how they could potentially disfunction when deceived by tumor cells for example through immune editing. Then, leading on to the main topic to this recent and innovative treatment immunotherapy. This essay emphasizes on two different types of immunotherapy which are dendritic cell therapy, and messenger RNA vaccine discussing their mechanism as separate treatments. Afterwards, Ill proceed to discuss the combination of the two which is known as dendritic cell based mRNA vaccine which is a form of mRNA vaccine and its own mechanism, advantages, eciency and current limitations in the conclusion.
近年来,人们越来越频繁地提到免疫疗法。随之而来的是各种类型的免疫疗法。这篇文章介绍了癌症和肿瘤的定义、流行病学、病因学、可治愈性的统计数据(如类型、性别和种族)、癌症的典型治疗方法,以及免疫系统在针对肿瘤细胞时如何发挥作用,以及在被肿瘤细胞欺骗(如通过免疫编辑)时可能如何失灵。然后,引出这一最新创新疗法免疫疗法的主题。本文将重点讨论两种不同类型的免疫疗法,即树突状细胞疗法和信使 RNA 疫苗,讨论它们作为不同疗法的机制。随后,我将讨论这两种疗法的结合,即基于树突状细胞的 mRNA 疫苗,这是一种 mRNA 疫苗形式,并在结论中讨论其自身的机制、优势、有效性和目前的局限性。
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引用次数: 0
Prognostic value of mitophagy gene PINK1 in triple-negative breast cancer 有丝分裂吞噬基因 PINK1 在三阴性乳腺癌中的预后价值
Pub Date : 2024-03-08 DOI: 10.54254/2753-8818/33/20240908
Zengjian Tian, Shilong Yu, Yongzhao Zhu
Mitochondrial autophagy plays a crucial role in the development, progression, and treatment of triple-negative breast cancer (TNBC). A total of 43 genes related to mitochondria were obtained from the scientific literature in Pubmed. To assess the expression of these genes, they were categorized into high and low-scoring groups using the ssGSEA algorithm. Additionally, the infiltration of immune cells in the combined dataset was evaluated using the CIBERSORTx algorithm. To analyze the expression of the selected genes, one-way Cox regression analysis, along with clinical staging variables, was employed. A multifactorial Cox regression model was constructed, and a forest plot was generated to assess the predictive power of the model on the actual outcomes. The accuracy of the model was confirmed by validating the expression of the PINK1 gene and its model through immunohistochemistry. TNBC cancer was categorized into two molecular subtypes (cluster1 and cluster2) based on the MRGs. Finally, a prognostic model was developed using the PINK1 gene, which demonstrated a considerable degree of accuracy. The validity of the PINK1 gene and its model was confirmed through immunohistochemistry, indirectly indicating that PINK1 might serve as a potential therapeutic target and prognostic biomarker for TNBC.
线粒体自噬在三阴性乳腺癌(TNBC)的发生、发展和治疗中起着至关重要的作用。我们从 Pubmed 上的科学文献中获取了与线粒体相关的 43 个基因。为了评估这些基因的表达情况,使用ssGSEA算法将其分为高分和低分两组。此外,还使用 CIBERSORTx 算法评估了合并数据集中免疫细胞的浸润情况。为了分析所选基因的表达,采用了单向 Cox 回归分析和临床分期变量。构建了一个多因素 Cox 回归模型,并生成了森林图,以评估模型对实际结果的预测能力。通过免疫组化验证了 PINK1 基因的表达及其模型,从而确认了模型的准确性。根据 MRGs 将 TNBC 癌症分为两种分子亚型(cluster1 和 cluster2)。最后,利用 PINK1 基因建立了一个预后模型,该模型显示出相当高的准确性。免疫组化证实了PINK1基因及其模型的有效性,间接表明PINK1可能是TNBC的潜在治疗靶点和预后生物标志物。
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引用次数: 0
Studies of SUD and MDDs effect on decision-making based on the drift diffusion model 基于漂移扩散模型的 SUD 和 MDD 对决策影响的研究
Pub Date : 2024-03-08 DOI: 10.54254/2753-8818/33/20240839
Patrick Mukuo Luo
Major Depressive Disorder (MDD) and Substance Use Disorder (SUD) have been major medical concerns across the globe in the past century. These mental disorders are posited to arise from cognitive dysfunctions in the brain and have a critical influence on decision-making and emotional regulation in patients. Therefore, in-depth investigation into decision-making, a crucial composition of the cognitive system, can help uncover the fundamental mechanism of MDD and SUD and their relationship. By reviewing and contrasting decision-making studies of MDD and SUD through Drift Diffusion Models, this paper found that MDD and SUD reflect similar defects and impacts within the decision-making system. To conclude, though MDD and SUD are often seen as two completely unrelated and even contrasting mental conditions, this result suggests that they might be two sides of the same coin.
重度抑郁障碍(MDD)和药物使用障碍(SUD)是上个世纪全球医学界关注的主要问题。这些精神疾病被认为是由大脑认知功能障碍引起的,对患者的决策和情绪调节有着至关重要的影响。因此,深入研究作为认知系统重要组成部分的决策,有助于揭示 MDD 和 SUD 的基本机制及其关系。本文通过漂移扩散模型对 MDD 和 SUD 的决策研究进行回顾和对比,发现 MDD 和 SUD 反映出决策系统内部存在相似的缺陷和影响。总之,尽管 MDD 和 SUD 通常被视为两种完全无关甚至截然相反的精神疾病,但这一结果表明,它们可能是一枚硬币的两面。
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引用次数: 0
Study on breast cancer image detection and classification based on residual connected convolutional neural network (CNN) 基于残差连接卷积神经网络(CNN)的乳腺癌图像检测与分类研究
Pub Date : 2024-03-08 DOI: 10.54254/2753-8818/33/20240914
Chengxiao Dai
This paper presents a method for breast cancer image detection and classification based on convolutional neural networks. While traditional breast cancer detection methods carry the risk of subjectivity and misclassification, machine learning can improve the accuracy and efficiency of detection by training algorithms to automatically identify breast cancer lesions in patients. The dataset of this paper includes 7909 microscopic images of breast tumor tissues with different magnifications collected from 82 patients, which are divided into two categories: benign and malignant tumors. In this paper, residual connection is designed for convolutional neural networks, which is a cross-layer connection method that can effectively solve the gradient vanishing and gradient explosion problems in deep neural networks, and at the same time, improve the generalization ability and training speed of the model. In this paper, the dataset is divided into training set, validation set and test set according to the ratio of 6:2:2. Through training and validation, the prediction accuracy of the obtained model on the test set reaches 85.5%, which achieves good prediction results in breast cancer image detection and classification. Eventually, the model's loss converged at 0.53 and the AUC was 0.832. The research results in this paper are of great significance for the early diagnosis and treatment of breast cancer. Automatic identification and classification of breast cancer images by machine learning algorithms can reduce the subjective judgment of doctors, improve the accuracy and efficiency of detection, and provide important support for the early diagnosis and treatment of breast cancer. Meanwhile, the research method and results of this paper also provide reference and reference for image detection and classification of other malignant tumors.
本文介绍了一种基于卷积神经网络的乳腺癌图像检测和分类方法。传统的乳腺癌检测方法存在主观性和误分类的风险,而机器学习可以通过训练算法自动识别患者的乳腺癌病灶,从而提高检测的准确性和效率。本文的数据集包括从 82 名患者身上采集的 7909 张不同放大倍数的乳腺肿瘤组织显微图像,分为良性肿瘤和恶性肿瘤两类。本文为卷积神经网络设计了残差连接,这是一种跨层连接方法,能有效解决深度神经网络中的梯度消失和梯度爆炸问题,同时提高模型的泛化能力和训练速度。本文将数据集按照 6:2:2 的比例分为训练集、验证集和测试集。通过训练和验证,得到的模型在测试集上的预测准确率达到 85.5%,在乳腺癌图像检测和分类中取得了良好的预测效果。最终,模型的损失收敛于 0.53,AUC 为 0.832。本文的研究成果对乳腺癌的早期诊断和治疗具有重要意义。利用机器学习算法对乳腺癌图像进行自动识别和分类,可以减少医生的主观判断,提高检测的准确性和效率,为乳腺癌的早期诊断和治疗提供重要支持。同时,本文的研究方法和成果也为其他恶性肿瘤的图像检测和分类提供了借鉴和参考。
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引用次数: 0
The effect of buffer pH on enzyme activity 缓冲液 pH 值对酶活性的影响
Pub Date : 2024-03-08 DOI: 10.54254/2753-8818/33/20240893
Yixuan Gu
This study investigates the effect of pH on enzyme-catalyzed activity, with an emphasis on the involvement of wheat germ acid phosphatase in dephosphorylation processes. Temperature, pH, and enzyme concentration all have a substantial impact on enzyme activity and substrate interaction. Wheat germ acid phosphatase was chosen for this work. The activity of the enzyme in dephosphorylating p-nitrophenyl phosphate (p-NPP) into p-nitrophenol (p-NP) was evaluated using a stopped assay approach. The reaction was stopped by introducing sodium hydroxide, which ionises p-NP and produces a yellow anion visible at 405 nm. The experiment measured product production in nmol per minute and included three sections: Created a standard for the amount of p-NP with its absorbance at 405 nm; Found the ideal incubation period for maximal product generation by wheat germ acid phosphatase; Evaluated the effect of pH on enzyme activity measuring the first reaction velocity in various pH settings. The results showed that when the buffer pH diverged from the ideal value of 5.5, catalysis rates reduced dramatically, implying that high pH levels may modify the protein structure of the enzyme and reduce its catalytic effectiveness. This work emphasises the importance of pH in enzymatic activity and its potential impacts on enzyme structural integrity.
本研究探讨了 pH 值对酶催化活性的影响,重点是小麦胚芽酸性磷酸酶参与脱磷酸化过程的情况。温度、pH 值和酶浓度都会对酶活性和底物相互作用产生重大影响。这项工作选择了小麦胚芽酸性磷酸酶。采用停止测定法评估了该酶将对硝基苯磷酸酯(p-NPP)脱磷酸化成对硝基苯酚(p-NP)的活性。通过引入氢氧化钠停止反应,氢氧化钠会电离对-NP,并产生一种在 405 纳米波长下可见的黄色阴离子。实验以 nmol/分钟为单位测量生成物,包括三个部分:用 405 纳米波长下的吸光度创建 p-NP 量的标准;找到小麦胚芽酸性磷酸酶产生最大产物的理想培养期;评估 pH 值对酶活性的影响,测量不同 pH 值设置下的第一反应速度。结果表明,当缓冲液的 pH 值偏离 5.5 的理想值时,催化率会急剧下降,这意味着高 pH 值可能会改变酶的蛋白质结构,降低其催化效力。这项工作强调了 pH 值在酶活性中的重要性及其对酶结构完整性的潜在影响。
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引用次数: 0
Diacylglycerol oil on metabolic syndrome: A Review 二酰甘油对代谢综合征的影响:综述
Pub Date : 2024-03-08 DOI: 10.54254/2753-8818/33/20240389
Yilin Lyu
The metabolic syndrome is a trait of metabolic disorders that results from the increasing prevalence of obesity. Clinical manifestations include insulin resistance, hyperlipidemia, hyperuricemia, etc. Populations with high morbidity tend to be middle-aged and elder adults. With the advent of an ageing society, the incidence of metabolic syndrome will be higher. Since diacylglycerol (DAG) oil was first introduced in 1999, it has received extensive attention. DAG oils and related products have been distributed in markets in Japan, Europe, and the United States since 2001. This paper will review the effects of the new dietary oil, DAG, on the metabolic syndrome. It is hoped that DAG oil has the ability to replace traditional triacylglycerol (TAG) oil and control the morbidity of metabolic syndrome. This review article collected recent studies, and the results proved that dietary DAG is effective for reducing postprandial blood lipids and blood glucose, managing weight, and ameliorating insulin sensitivity.
代谢综合征是因肥胖日益普遍而导致的代谢紊乱的一种特征。临床表现包括胰岛素抵抗、高脂血症、高尿酸血症等。高发病人群多为中老年人。随着老龄化社会的到来,代谢综合征的发病率会越来越高。二酰甘油(DAG)油自 1999 年首次问世以来,受到广泛关注。自 2001 年以来,DAG 油和相关产品已在日本、欧洲和美国市场上销售。本文将综述新型膳食油 DAG 对代谢综合征的影响。希望 DAG 油有能力取代传统的三酰甘油(TAG)油,控制代谢综合征的发病率。这篇综述文章收集了近期的研究,结果证明膳食 DAG 能有效降低餐后血脂和血糖,控制体重,改善胰岛素敏感性。
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引用次数: 0
Gene sequencing technologies and their application in cancer research 基因测序技术及其在癌症研究中的应用
Pub Date : 2024-03-08 DOI: 10.54254/2753-8818/33/20240885
Yingxun Liu
The continuous development of gene sequencing technology has made the next-generation sequencing technology and the third-generation sequencing technology gradually applied to scientific research, which has greatly improved the efficiency and accuracy of sequencing and reduced the cost. The incidence of tumors in the human population continues to rise, making tumors gradually become one of the most serious diseases that endanger health. In view of the close relationship between gene mutations and tumorigenesis, the progress of gene sequencing technology has a profound impact on clinical research on tumors. In this thesis, literature analysis was used to introduce several gene sequencing technologies and compare them from multiple perspectives. In addition, the causes of tumorigenesis and the role of sequencing technology in the clinical research of human tumors were investigated. This paper found that the third-generation sequencing technology was more efficient than the next-generation sequencing technology, but it was difficult to be widely used due to its lower accuracy. Sequencing technology is of great help to tumor clinical research.
基因测序技术的不断发展,使得新一代测序技术和第三代测序技术逐渐应用到科学研究中,大大提高了测序的效率和准确性,降低了成本。人类肿瘤发病率持续上升,肿瘤逐渐成为危害人类健康的最严重疾病之一。鉴于基因突变与肿瘤发生的密切关系,基因测序技术的进步对肿瘤的临床研究有着深远的影响。本论文通过文献分析,介绍了几种基因测序技术,并从多个角度对其进行了比较。此外,还探究了肿瘤发生的原因以及测序技术在人类肿瘤临床研究中的作用。本文发现,第三代测序技术比新一代测序技术效率更高,但由于准确性较低,难以得到广泛应用。测序技术对肿瘤临床研究有很大帮助。
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引用次数: 0
Exploration and determination of lung cancer targets using multi-omics approaches 利用多组学方法探索和确定肺癌靶点
Pub Date : 2024-03-08 DOI: 10.54254/2753-8818/33/20240767
Chenyu Liang, Pinyan Rosemary Duan
Multi-omics analysis is a relatively new approach which sets of data are combined for analysis. It integrates the genomic, epigenomic, transcriptomic, proteomic, and metabolomic data from diseased individuals and is capable of comparing the different changes in levels of each identified molecules with the assist of charts and graphs by information technologies, ultimately proposing potential biomarkers and correlations that are possible targets for cancer drugs. Lung cancer, nowadays is the most common cancer being diagnosed worldwide. Thus, lung cancer, amongst the remaining cancer, should not be overlooked. The pathogenesis and treatment of lung cancer is an urgent problem in the medical field that needs to be researched thoroughly. By integrating this new approach to the most common cancer, we try to find more possibilities for targeted drug development. We analyzed the data from the existing database to find out whether the control group and the disease group were up-regulated or down-regulated to analyze some targets, contributing to the development of targeted drugs.
多组学分析是一种相对较新的方法,它将多组数据结合起来进行分析。它整合了患病个体的基因组、表观基因组、转录组、蛋白质组和代谢组数据,并能通过信息技术辅助图表,比较各识别分子水平的不同变化,最终提出潜在的生物标记物和相关性,这些标记物和相关性可能是癌症药物的靶点。肺癌是当今世界上最常见的癌症。因此,在其他癌症中,肺癌不容忽视。肺癌的发病机制和治疗是医学领域亟待深入研究的问题。通过将这种新方法与最常见的癌症相结合,我们试图为靶向药物开发找到更多的可能性。我们分析了现有数据库中的数据,找出对照组和疾病组是否上调或下调,从而分析出一些靶点,为靶向药物的开发做出贡献。
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引用次数: 0
The role of protein kinase A signaling in cardiomyopathy 蛋白激酶 A 信号在心肌病中的作用
Pub Date : 2024-03-08 DOI: 10.54254/2753-8818/33/20240895
Acacia Yuan
Cardiomyopathy, a diverse group of heart muscle diseases, poses a significant challenge to global cardiovascular health. However, the intricate molecular mechanisms underlying cardiomyopathy, especially the pivotal role of protein kinase A (PKA) signaling pathways in its pathogenesis, remains unclear. The review synthesizes current research findings and highlights the multifaceted interactions between PKA and key cellular components implicated in cardiomyopathy progression. Moreover, this paper unfolds with an exploration of the normal physiological functions of PKA in cardiac cells, emphasizing its role in regulating crucial processes such as excitation-contraction coupling and cellular energy homeostasis. The article navigates through the dysregulation of PKA signaling observed in various forms of cardiomyopathy, including hypertrophic, dilated, and restrictive subtypes. Insightful analyses into the impact of PKA-mediated phosphorylation events on cardiac contractility, ion channel function, and mitochondrial dynamics shed light on the intricate interplay between signaling cascades and disease manifestation. Future clinical trials targeting the PKA signaling pathway are required to seek more effective and precise therapeutic approaches of cardiomyopathy.
心肌病是一类多种多样的心肌疾病,对全球心血管健康构成了重大挑战。然而,心肌病背后错综复杂的分子机制,尤其是蛋白激酶 A(PKA)信号通路在其发病机制中的关键作用仍不清楚。这篇综述综述了当前的研究成果,并强调了 PKA 与心肌病发展过程中关键细胞成分之间多方面的相互作用。此外,本文还探讨了 PKA 在心脏细胞中的正常生理功能,强调了它在调节兴奋-收缩耦合和细胞能量平衡等关键过程中的作用。文章探讨了在各种形式的心肌病(包括肥厚型、扩张型和局限性亚型)中观察到的 PKA 信号传导失调。文章深入分析了 PKA 介导的磷酸化事件对心脏收缩力、离子通道功能和线粒体动力学的影响,揭示了信号级联与疾病表现之间错综复杂的相互作用。未来需要针对 PKA 信号通路进行临床试验,以寻求更有效、更精确的心肌病治疗方法。
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引用次数: 0
Research and future directions of HPV-related vaccines 人类乳头瘤病毒相关疫苗的研究和未来方向
Pub Date : 2024-03-08 DOI: 10.54254/2753-8818/33/20240903
Xiaofei Wu
Human papillomavirus (HPV) infection is a major cause of cervical lesions such as cervical cancer in women. Prophylactic vaccines developed against HPV have been widely used, but these vaccines are only effective against certain types of HPV and do not work in people who are already infected. Therefore, the development of therapeutic vaccines is also particularly important. The use of the modified poxvirus (MVA) as a vector for HPV vaccinations has garnered attention in recent years. It has been found that modified poxvirus vaccines are able to combat human papillomavirus infection and have significant safety and efficacy profiles. Based on the study of the distribution of HPV types in different regions and populations, this paper finds that there are differences in the prevalence of high-risk HPV subtypes in different regions, and that a large number of infected people need more effective treatments. At the same time, by comparing the advantages and disadvantages of preventive and therapeutic vaccines, we recognize that both have roles that cannot be replaced by the other in the task of fighting HPV, and that the two vaccines need to be developed together and complement each other in order to minimize the harm of HPV. Based on these findings, this paper provides a constructive reference for future targeted prevention and treatment of HPV in different regions of the world with different HPV distributions.
人类乳头瘤病毒(HPV)感染是导致宫颈病变(如女性宫颈癌)的主要原因。针对人乳头瘤病毒开发的预防性疫苗已被广泛使用,但这些疫苗只对某些类型的人乳头瘤病毒有效,对已经感染的人不起作用。因此,开发治疗性疫苗也尤为重要。近年来,使用改良痘病毒(MVA)作为 HPV 疫苗的载体引起了人们的关注。研究发现,改良痘病毒疫苗能够对抗人类乳头瘤病毒感染,并具有显著的安全性和有效性。本文在研究不同地区、不同人群人乳头瘤病毒类型分布的基础上,发现不同地区高危人乳头瘤病毒亚型的流行率存在差异,大量感染者需要更有效的治疗。同时,通过比较预防性疫苗和治疗性疫苗的优缺点,我们认识到两者在抗击人乳头瘤病毒的任务中都有对方无法替代的作用,两种疫苗需要共同发展,相互补充,才能将人乳头瘤病毒的危害降到最低。基于这些研究结果,本文为今后在世界上不同地区、不同的 HPV 分布情况下有针对性地预防和治疗 HPV 提供了建设性的参考。
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引用次数: 0
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