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Classification of Choroidal Neovascularization and Diabetic Macular Edema Based on Feature Extraction from Optical Coherence Tomography Images. 基于光学相干断层成像特征提取的脉络膜新生血管和糖尿病黄斑水肿分类。
4区 医学 Q2 Biochemistry, Genetics and Molecular Biology Pub Date : 2026-01-01 DOI: 10.1007/978-3-032-03402-1_30
Nikolaos G Bitzanakis, Aristidis G Vrahatis

Optical coherence tomography (OCT) is a widely used imaging modality for diagnosing and monitoring macular diseases, including diabetic macular edema (DME) and choroidal neovascularization (CNV), both of which can cause severe visual impairment. Clinicians rely on various OCT biomarkers to identify these conditions. An algorithm was developed in Python to extract biomarker-associated features from OCT images and applied to a pre-labeled dataset containing normal, DME, and CNV images. Distribution analysis confirmed that the extracted features aligned with the existing literature. Using these features, LightGBM classified the OCT images, achieving 91% accuracy and 98% area under the receiver operating characteristic curve. Based on these promising results, this algorithm could contribute to the development of more advanced feature extraction methodologies for the diagnosis of macular diseases using traditional machine learning approaches. Such algorithms could potentially be integrated into automated patient screening systems.

光学相干断层扫描(OCT)是一种广泛用于诊断和监测黄斑病变的成像方式,包括糖尿病性黄斑水肿(DME)和脉络膜新生血管(CNV),这两种疾病都可导致严重的视力损害。临床医生依靠各种OCT生物标志物来识别这些疾病。在Python中开发了一种算法,用于从OCT图像中提取生物标志物相关特征,并应用于包含正常,DME和CNV图像的预标记数据集。分布分析证实提取的特征与现有文献一致。利用这些特征,LightGBM对OCT图像进行了分类,准确率达到91%,接收器工作特征曲线下面积达到98%。基于这些有希望的结果,该算法可以为使用传统机器学习方法诊断黄斑疾病的更先进的特征提取方法的发展做出贡献。这样的算法有可能集成到自动患者筛查系统中。
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引用次数: 0
Comprehensive Differential Gene Expression Analysis in Glioblastoma Using PyDESeq2: A Comparison with Normal Brain Tissue. 利用PyDESeq2综合差异基因表达分析胶质母细胞瘤:与正常脑组织的比较。
4区 医学 Q2 Biochemistry, Genetics and Molecular Biology Pub Date : 2026-01-01 DOI: 10.1007/978-3-032-03402-1_26
Panagiotis Karanikolaos, Themis P Exarchos, Panagiotis Vlamos, Marios G Krokidis

Glioblastoma multiforme (GBM) is a highly aggressive and heterogeneous brain tumor, characterized by poor prognosis and resistance to conventional therapies. Despite advances in multimodal treatment approaches, such as surgery, radiation, and chemotherapy, the prognosis for GBM remains poor, largely due to its molecular complexity and resistance to therapies. To further understand the genetic underpinnings of GBM, this study presents a comprehensive differential gene expression analysis using RNA-sequencing data from the Gene Expression Omnibus (GEO) database. PyDESeq2, the Python implementation of DESeq2, was used to analyze transcriptional changes across glioblastoma and normal brain tissues. This study adopts a two-phase approach: (1) stratifying samples into age groups (≤65 years and ≤76 years) to examine age-related gene expression differences in both GBM and normal brain tissues, and (2) comparing global differential expression patterns between GBM and normal tissues to identify genes consistently dysregulated in GBM. In the age-stratified analysis, we identified several genes that were significantly upregulated or downregulated in younger versus middle-aged individuals, revealing age-specific transcriptional signatures. Principal Component Analysis (PCA) was applied to visualize the variance between GBM and normal brain tissue, confirming distinct transcriptional clustering between diseased and healthy states. This work contributes to the growing field of precision oncology by providing a detailed characterization of age-related and disease-specific transcriptional changes in glioblastoma. The identification of key DEGs and enriched pathways in GBM enhances our understanding of the molecular mechanisms underlying this aggressive cancer and opens new avenues for the development of age-specific, targeted therapeutic strategies.

多形性胶质母细胞瘤(GBM)是一种高度侵袭性和异质性的脑肿瘤,其特点是预后差,对常规治疗有耐药性。尽管手术、放疗和化疗等多模式治疗方法取得了进展,但GBM的预后仍然很差,这主要是由于其分子复杂性和对治疗的耐药性。为了进一步了解GBM的遗传基础,本研究利用基因表达Omnibus (gene expression Omnibus, GEO)数据库的rna测序数据进行了全面的差异基因表达分析。PyDESeq2是DESeq2的Python实现,用于分析胶质母细胞瘤和正常脑组织之间的转录变化。本研究采用两阶段方法:(1)将样本按年龄分组(≤65岁和≤76岁),检测GBM与正常脑组织中年龄相关的基因表达差异;(2)比较GBM与正常脑组织的整体差异表达模式,以识别GBM中持续失调的基因。在年龄分层分析中,我们发现了几个在年轻人和中年人中显著上调或下调的基因,揭示了年龄特异性的转录特征。主成分分析(PCA)应用于可视化GBM和正常脑组织之间的差异,确认病变和健康状态之间明显的转录聚类。这项工作通过提供胶质母细胞瘤中年龄相关和疾病特异性转录变化的详细特征,有助于精确肿瘤学领域的发展。在GBM中关键deg和富集通路的鉴定增强了我们对这种侵袭性癌症的分子机制的理解,并为开发针对年龄的靶向治疗策略开辟了新的途径。
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引用次数: 0
Nursing in Huntington's Disease and Cell and Gene Therapy. 亨廷顿氏病的护理及细胞和基因治疗。
4区 医学 Q2 Biochemistry, Genetics and Molecular Biology Pub Date : 2026-01-01 DOI: 10.1007/978-3-032-03402-1_31
Paraskevi Kyrana, Maria Polikandrioti, Eleni Evangelou, Chrysoula Dafogianni, Afroditi Zartaloudi, Ioannis Koutelekos

Huntington's Disease (HD) is an inherited, progressive, deteriorating, and non-curable disease affecting physical and cognitive states. Recent advancements in cell and gene therapy have brought in new treatment options that challenge Huntington's Disease, with the ultimate goal to modify its trajectory. This article emphasizes the role of nurses in Huntington's Disease advanced treatments. Furthermore, it underlines the importance of patient-oriented care as well as the ethical considerations that may occur.

亨廷顿舞蹈病(HD)是一种遗传性、进行性、恶化性、不可治愈的疾病,影响身体和认知状态。细胞和基因治疗的最新进展带来了新的治疗选择,挑战亨廷顿氏病,最终目标是改变其发展轨迹。本文强调护士在亨廷顿舞蹈病晚期治疗中的作用。此外,它强调了以病人为导向的护理的重要性以及可能发生的伦理考虑。
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引用次数: 0
Anxiety, Depression, and Emotional Dysregulation Following Prenatal Substance Exposure. 产前物质暴露后的焦虑、抑郁和情绪失调。
4区 医学 Q2 Biochemistry, Genetics and Molecular Biology Pub Date : 2026-01-01 DOI: 10.1007/978-3-032-12741-9_5
Marvin R Diaz, Elena I Varlinskaya, Kelcie C Schatz

Substance use during pregnancy is highly prevalent worldwide leading to a spectrum of lifelong neurobehavioral consequences. One of the most commonly observed effects of prenatal substance use is an increased risk of emotional processing deficits and developing an affective disorder, particularly anxiety and depression, with evidence of symptoms emerging in infancy and both persisting and becoming increasingly exacerbated into adulthood. Among the various substances misused during pregnancy, alcohol, nicotine, cannabis, and opioids have been noted as the most commonly used for a variety of reasons. Despite the legal status of these substances, it is evident that prenatal exposure to alcohol, nicotine, cannabis, and opioids produces a myriad of neurobiological alterations that may underlie the development of negative affective behaviors in the offspring. This chapter discusses the existing clinical and preclinical (using animal models) literature that has identified the spectrum of negative affective behaviors and associated neurobiological alterations across the lifespan resulting from prenatal exposure to these specific substances.

怀孕期间的药物使用在世界范围内非常普遍,导致终生的神经行为后果。产前使用药物最常见的影响之一是情绪处理缺陷和发展为情感障碍的风险增加,特别是焦虑和抑郁,有证据表明症状在婴儿期出现,并持续存在,并在成年后日益恶化。在怀孕期间滥用的各种物质中,酒精、尼古丁、大麻和阿片类药物由于各种原因被认为是最常用的。尽管这些物质具有法律地位,但很明显,产前接触酒精、尼古丁、大麻和阿片类药物会产生无数的神经生物学改变,这可能是后代消极情感行为发展的基础。本章讨论了现有的临床和临床前(使用动物模型)文献,这些文献已经确定了产前暴露于这些特定物质导致的负面情感行为和相关神经生物学改变的范围。
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引用次数: 0
Prenatal Alcohol Exposure: Impact on Neuroimmune Function in the Stress Response and Pain. 产前酒精暴露:应激反应和疼痛对神经免疫功能的影响。
4区 医学 Q2 Biochemistry, Genetics and Molecular Biology Pub Date : 2026-01-01 DOI: 10.1007/978-3-032-12741-9_7
Justine R Zimmerly, Shahani Noor, Erin D Milligan

Fetal alcohol spectrum disorder (FASD) encompasses a broad range of central nervous system (CNS)-related disabilities representing a mild-to-severe continuum of neurodevelopmental disorders that include mood and sensory function. The prevalence of FASD is estimated at ~5% in school-aged children who are prone to develop inappropriate responses to stressful stimuli leading to higher rates of anxiety and low touch tolerance. Low touch tolerance has been self-reported in 33.6% of FASD-affected individuals. The FASD manifestations of sensory abnormalities like pathological light-touch hypersensitivity, a hallmark of chronic pain may be a result of abnormal neurological relays the spinal cord, and from spinal cord to brain. Animal modeling of FASD that utilize prenatal alcohol exposure (PAE) demonstrate mood disorders such as anxiety-like behavior and low touch tolerance, which support these clinical observations of mood and tactile dysregulation.In an effort to contextualize central nervous system (CNS) processing of stress and resultant mood disorders that are exacerbated by PAE, this review outlines the fundamentals of the neurocircuitry of stress from the perspective of the central autonomic network (CAN), differentiating physiological vs. psychological stressors with a focus on elements of the limbic system, including the medial prefrontal cortex (mPFC), amygdala (AMG), hippocampus (HIPP), hypothalamus, cingulate cortex, and brainstem periaqueductal gray (PAG), locus coeruleus (LC), and the nucleus of the solitary tract (NTS) of the medulla. The review addresses stress-sensitized CNS circuits and the underlying immune signaling molecules that may be responsible for heightened stress responses. Adolescence will be discussed as a critical corticolimbic developmental period that is itself highly susceptible to stressors, which is further impacted by PAE leading to stress-related anxiety with lifelong consequences.Linking the heightened neuroimmune response of offspring with PAE, a discussion is included of rodent models demonstrating PAE as a risk factor for developing painful tactile neuropathies following sciatic nerve injury mediated by sensitized and over-active spinal glial cytokine actions. Included in this discussion is the role of limbic forebrain, subcortical and even brainstem circuits that process and regulate mood and stress also engage the emotional and sensory-discriminative aspects of pain processing. Lastly, the impact of PAE on sensitized neuroimmune factors that link stress to touch allodynia in the absence of nerve injury is briefly discussed. These topics aim to help the reader gauge the profound impact of PAE on the CAN, and immune signaling molecules in limbic areas and spinal cord that drive sensitized stress sequelae, which should now include exaggerated pain states as well as anxiety disorders.

胎儿酒精谱系障碍(FASD)包括广泛的中枢神经系统(CNS)相关残疾,代表了包括情绪和感觉功能在内的轻度至重度神经发育障碍的连续体。FASD在学龄儿童中的患病率估计约为5%,这些儿童容易对压力刺激产生不适当的反应,导致更高的焦虑率和低触摸耐受性。33.6%的受fasd影响的个体自我报告触摸耐受性低。感觉异常的FASD表现,如病理性轻触超敏反应,慢性疼痛的标志,可能是脊髓神经传递异常的结果,并从脊髓到大脑。利用产前酒精暴露(PAE)的FASD动物模型显示情绪障碍,如焦虑样行为和低触摸耐受性,这支持了这些情绪和触觉失调的临床观察。为了将中枢神经系统(CNS)处理压力和由此导致的PAE加重的情绪障碍作为背景,本文从中枢自主神经网络(CAN)的角度概述了压力神经回路的基本原理,并重点介绍了边缘系统的要素,包括内侧前额叶皮质(mPFC)、杏仁核(AMG)、海马体(HIPP)、下丘脑、扣带皮层、脑干导水管周围灰质(PAG)、蓝斑(LC)和髓质孤束核(NTS)。这篇综述讨论了应激致敏的中枢神经系统回路和可能导致应激反应增强的潜在免疫信号分子。青春期是一个关键的皮质边缘发育时期,它本身对压力因素非常敏感,这进一步受到PAE的影响,导致终生的压力相关焦虑。将后代神经免疫反应的增强与PAE联系起来,讨论了啮齿类动物模型,证明PAE是坐骨神经损伤后发生疼痛性触觉神经病的危险因素,坐骨神经损伤是由脊髓胶质细胞因子的致敏和过度活跃介导的。在这个讨论中包括了处理和调节情绪和压力的边缘前脑、皮层下甚至脑干回路的作用,这些回路也参与了疼痛处理的情绪和感觉辨别方面。最后,简要讨论了PAE对致敏神经免疫因子的影响,这些神经免疫因子在没有神经损伤的情况下将应激与触觉异常性疼痛联系起来。这些主题旨在帮助读者衡量PAE对CAN的深远影响,以及边缘区域和脊髓中驱动致敏性应激后遗症的免疫信号分子,现在应该包括夸大的疼痛状态以及焦虑症。
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引用次数: 0
Fatty Acid Origin of Insect Pheromones. 昆虫信息素的脂肪酸来源。
4区 医学 Q2 Biochemistry, Genetics and Molecular Biology Pub Date : 2026-01-01 DOI: 10.1007/978-3-032-04842-4_813
Russell Jurenka

Pheromones are utilized to a great extent in insects. Many of these pheromones are biosynthesized through a pathway involving fatty acids. This chapter will provide examples where the biosynthetic pathways of fatty acid-derived pheromones have been studied in detail. These include pheromones from Lepidoptera, Coleoptera, and Hymenoptera. Many species of Lepidoptera utilize fatty acids as precursors to pheromones with a functional group that include aldehydes, alcohols, and acetate esters. In addition, the biosynthesis of hydrocarbons will be briefly examined because many insects utilize hydrocarbons or modified hydrocarbons as pheromones.

昆虫大量利用信息素。许多信息素是通过脂肪酸途径生物合成的。本章将提供详细研究脂肪酸来源的信息素的生物合成途径的例子。这些信息素包括鳞翅目、鞘翅目和膜翅目的信息素。许多鳞翅目物种利用脂肪酸作为信息素的前体,其官能团包括醛、醇和醋酸酯。此外,由于许多昆虫利用碳氢化合物或改性碳氢化合物作为信息素,因此将简要介绍碳氢化合物的生物合成。
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引用次数: 0
Insect Flight and Lipid Metabolism: Beyond the Classic Knowledge. 昆虫飞行和脂质代谢:超越经典知识。
4区 医学 Q2 Biochemistry, Genetics and Molecular Biology Pub Date : 2026-01-01 DOI: 10.1007/978-3-032-04842-4_849
Leonardo L Fruttero, Jimena Leyria, Lilián E Canavoso

Insects are the most successful animal group by various ecological and evolutionary metrics, including species count, adaptation diversity, biomass, and environmental influence. This book delves into the underlying reasons behind insects' dominance on Earth. Lipids play pivotal roles in insect biology, serving as fuel for physiological processes, signaling molecules, and structural components of biomembranes and providing waterproofing against dehydration, among other functions. The study of insect flight has been instrumental in advancing our understanding of insect metabolism, with the migratory locust (Locusta migratoria) and the tobacco hornworm (Manduca sexta) serving as prominent models. Throughout the 1980s and 1990s, numerous studies shed light on the role of adipokinetic hormone (AKH), a crucial neuropeptide in lipid mobilization, to support the extraordinary energy demands of insect flight. Remarkably, AKH was the first identified peptide hormone in insects. These pioneering works linking lipids and flight laid the groundwork for subsequent research characterizing the physiological roles of other neuroendocrine factors in energy substrate mobilization across diverse insect species. However, in the omics era, one may be surprised by the limited understanding of the complex cascade of events governing lipid supply to insect flight muscles. Thus, this chapter aims to provide a concise overview of the evolutionary significance of insect flight, emphasizing key advancements that expand our classical knowledge in this field. Ultimately, we hope this chapter serves as a modest tribute to the pioneering researchers of one of the most captivating areas in insect biology, inspiring further exploration into the myriad roles of lipids in insect biology.

从各种生态和进化指标(包括物种数量、适应多样性、生物量和环境影响)来看,昆虫是最成功的动物群体。这本书深入探讨了昆虫在地球上占据统治地位背后的潜在原因。脂类在昆虫生物学中扮演着关键的角色,作为生理过程的燃料、信号分子和生物膜的结构成分,并提供防水脱水等功能。昆虫飞行的研究有助于提高我们对昆虫代谢的理解,其中飞蝗(Locusta migratoria)和烟角虫(Manduca sexta)是突出的模型。在整个20世纪80年代和90年代,许多研究揭示了脂肪动力学激素(AKH)的作用,这是一种脂质动员的关键神经肽,支持昆虫飞行的非凡能量需求。值得注意的是,AKH是第一个在昆虫中发现的肽激素。这些开创性的工作将脂质和飞行联系起来,为随后的研究奠定了基础,这些研究描述了其他神经内分泌因子在不同昆虫物种的能量底物动员中的生理作用。然而,在组学时代,人们可能会对控制昆虫飞行肌肉脂质供应的复杂级联事件的有限理解感到惊讶。因此,本章旨在简要概述昆虫飞行的进化意义,强调扩展我们在这一领域的经典知识的关键进展。最后,我们希望这一章能作为对昆虫生物学中最迷人的领域之一的先驱研究人员的适度致敬,激励人们进一步探索脂质在昆虫生物学中的无数作用。
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引用次数: 0
Insect Sterols and Steroids. 昆虫固醇和类固醇。
4区 医学 Q2 Biochemistry, Genetics and Molecular Biology Pub Date : 2026-01-01 DOI: 10.1007/978-3-032-04842-4_823
René Lafont, Laurence Dinan

Insects are incapable of biosynthesising sterols de novo so they need to obtain them from their diets or, in certain cases, from symbiotic microorganisms. Sterols serve a structural role in cellular membranes and act as precursors for signalling molecules and defence compounds. Many phytophagous insects dealkylate phytosterols to yield primarily cholesterol, which is also the main sterol that carnivorous and omnivorous insects obtain in their diets. Some phytophagous species have secondarily lost the capacity to dealkylate and consequently use phytosterols for structural and functional roles. The polyhydroxylated steroid hormones of insects, the ecdysteroids, are derived from cholesterol (or phytosterols in non-dealkylating phytophagous species) and regulate many crucial aspects of insect development and reproduction by means of precisely regulated titres resulting from controlled synthesis, storage and further metabolism/excretion. Ecdysteroids differ significantly from vertebrate steroid hormones in their chemical, biochemical and biological properties. Defensive steroids (cardenolides, bufadienolides, cucurbitacins and ecdysteroids) can be accumulated from host plants or biosynthesised within the insect, depending on species, stored in significant amounts in the insect and released when it is attacked. Other allelochemical steroids serve as pheromones. Vertebrate-type steroids have also been conclusively identified from insect sources, but debate continues about their significance. Side chain dealkylation of phytosterols, ecdysteroid metabolism and ecdysteroid mode of action are targets of potential insect control strategies.

昆虫不能从头合成甾醇,所以它们需要从它们的饮食中获取,或者在某些情况下,从共生微生物中获取。甾醇在细胞膜中起着结构作用,是信号分子和防御化合物的前体。许多植食性昆虫将植物甾醇脱烷基,主要产生胆固醇,这也是食肉和杂食性昆虫从其饮食中获得的主要甾醇。一些植食性物种已经失去了脱烷基的能力,从而在结构和功能上使用植物甾醇。昆虫的多羟基类固醇激素,即外甾体激素,来源于胆固醇(或非脱烷基植物性物种中的植物甾醇),通过控制合成、储存和进一步代谢/排泄而精确调节滴度,调节昆虫发育和繁殖的许多关键方面。在化学、生化和生物学特性方面,蜕皮激素与脊椎动物类固醇激素有很大的不同。防御性类固醇(核桃烯内酯、蟾蜍烯内酯、葫芦素和表皮类固醇)可以从宿主植物中积累或在昆虫体内生物合成,这取决于物种,在昆虫体内大量储存,并在受到攻击时释放出来。其他的化感类固醇作为信息素。脊椎动物类型的类固醇也已经从昆虫来源中确定,但关于其意义的争论仍在继续。植物甾醇侧链脱烷基、外甾体代谢和外甾体的作用方式是潜在的昆虫防治策略的目标。
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引用次数: 0
Transcriptional Control of Lipid Metabolism. 脂质代谢的转录控制。
4区 医学 Q2 Biochemistry, Genetics and Molecular Biology Pub Date : 2026-01-01 DOI: 10.1007/978-3-032-04842-4_808
Laura Palanker Musselman, Huy G Truong, Justin R DiAngelo

Transcriptional control of lipid metabolism uses a framework that parallels the control of lipid metabolism at the protein or enzyme level, via feedback and feed-forward mechanisms. Increasing the substrates for an enzyme often increases enzyme gene expression, for example. A paucity of product can likewise potentiate transcription or stability of the mRNA encoding the enzyme or enzymes needed to produce it. In addition, changes in second messengers or cellular energy charge can act as on/off switches for transcriptional regulators to control transcript (and protein) abundance. Insects use a wide range of DNA-binding transcription factors (TFs) that sense changes in the cell and its environment to produce the appropriate change in transcription at gene promoters. These TFs work together with histones, spliceosomes, and additional RNA processing factors to ultimately regulate lipid metabolism. In this chapter, we will first focus on the important TFs that control lipid metabolism in insects. Next, we will describe non-TF regulators of insect lipid metabolism such as enzymes that modify acetylation and methylation status, transcriptional coactivators, splicing factors, and microRNAs. To conclude, we consider future goals for studying the mechanisms underlying the control of lipid metabolism in insects.

脂质代谢的转录控制使用的框架与蛋白质或酶水平上的脂质代谢控制相似,通过反馈和前馈机制。例如,增加酶的底物通常会增加酶基因的表达。产品的缺乏同样可以增强编码酶或生产它所需的酶的mRNA的转录或稳定性。此外,第二信使或细胞能量电荷的变化可以作为转录调节因子的开关来控制转录物(和蛋白质)的丰度。昆虫利用广泛的dna结合转录因子(TFs)来感知细胞及其环境的变化,从而在基因启动子处产生适当的转录变化。这些tf与组蛋白、剪接体和其他RNA加工因子共同作用,最终调节脂质代谢。在本章中,我们将首先关注控制昆虫脂质代谢的重要tf。接下来,我们将描述昆虫脂质代谢的非tf调节因子,如修饰乙酰化和甲基化状态的酶、转录共激活因子、剪接因子和microrna。综上所述,我们认为未来的目标是研究昆虫脂质代谢控制的机制。
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引用次数: 0
Introducing D3: A Novel Molecular Modeling Suite. 介绍D3:一个新的分子建模套件。
4区 医学 Q2 Biochemistry, Genetics and Molecular Biology Pub Date : 2026-01-01 DOI: 10.1007/978-3-032-03402-1_38
Eleni Papakonstantinou, Theofilos Mylonas, George Papazidis, George P Chrousos, Dimitrios Vlachakis

The rapid advancement in molecular biology and bioinformatics has enabled the development of sophisticated software tools for protein modeling and optimization. This chapter presents the development and application of a novel software suite, "D3," designed for 3D protein modeling and optimization, utilizing advanced computational techniques. The study provides a comprehensive overview of the methodology, implementation, and results obtained from applying the software in a laboratory environment. The findings demonstrate the effectiveness of the tool in accurately predicting protein structures, paving the way for future applications in drug design and molecular biology research.

分子生物学和生物信息学的快速发展使得复杂的蛋白质建模和优化软件工具的发展成为可能。本章介绍了一种新型软件套件“D3”的开发和应用,该软件是利用先进的计算技术为3D蛋白质建模和优化设计的。该研究提供了在实验室环境中应用该软件的方法、实现和结果的全面概述。这一发现证明了该工具在准确预测蛋白质结构方面的有效性,为未来在药物设计和分子生物学研究中的应用铺平了道路。
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引用次数: 0
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