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Revolutionizing structural biology: AI-driven protein structure prediction from AlphaFold to next-generation innovations. 结构生物学革命:人工智能驱动的蛋白质结构预测,从AlphaFold到下一代创新。
3区 生物学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2025-01-01 Epub Date: 2025-05-07 DOI: 10.1016/bs.apcsb.2025.04.002
Mowna Sundari Thangamalai, Deepali Desai, Chandrabose Selvaraj

Protein structure modeling from the prediction algorithm has become a valuable tool in biology and medicine with computational advances. Accurate protein structure prediction is critical in druglike compound discovery, disease mechanism understanding, and protein engineering because it provides molecular level insights into protein folding and its effects on molecular and cellular function. This chapter covers the evolution of protein structure prediction, from traditional methods like homology modeling, threading, and ab initio procedures and the new emerging AlphaFold's influence. AlphaFold's highly recognized precision level and open-access data democratized structural biology research, and that lead to inspiring new prediction models like RoseTTAFold and OmegaFold tools. Alpha Folds design, methodology, and highly accurate performance are thoroughly examined, and comparisons are performed with similar tools. We also highlight limitations, such as protein complex and dynamics forecasting, post-AlphaFold developments in structural databases, computer resources, and multi-scale modeling. Protein structure modeling and predictions have a wide range of applications in biomedical research, including drug discovery, functional annotation, and synthetic biology. Future directions include the integration of protein structure prediction with systems biology and genomics, as well as the use of next-generation AI and quantum computing to boost prediction accuracy. This research emphasizes AI's importance in structural biology and envisions a future in which predictive tools will provide comprehensive insights into protein function, dynamics, and therapeutic potential.

随着计算技术的进步,基于预测算法的蛋白质结构建模已成为生物学和医学领域的重要工具。准确的蛋白质结构预测对于药物类化合物的发现、疾病机制的理解和蛋白质工程至关重要,因为它提供了对蛋白质折叠及其对分子和细胞功能的影响的分子水平的见解。本章涵盖了蛋白质结构预测的发展,从传统的方法,如同源建模,线程,从头算程序和新出现的AlphaFold的影响。AlphaFold高度认可的精度水平和开放获取的数据民主化了结构生物学研究,并导致了鼓舞人心的新预测模型,如RoseTTAFold和OmegaFold工具。Alpha fold的设计、方法和高度精确的性能进行了彻底的检查,并与类似的工具进行了比较。我们还强调了局限性,如蛋白质复合物和动态预测,后alphafold在结构数据库、计算机资源和多尺度建模方面的发展。蛋白质结构建模和预测在生物医学研究中有着广泛的应用,包括药物发现、功能注释和合成生物学。未来的方向包括将蛋白质结构预测与系统生物学和基因组学相结合,以及使用下一代人工智能和量子计算来提高预测准确性。这项研究强调了人工智能在结构生物学中的重要性,并展望了预测工具将为蛋白质功能、动力学和治疗潜力提供全面见解的未来。
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引用次数: 0
Histone deacetylase's regulates Tau function in Alzheimer's disease. 组蛋白去乙酰化酶在阿尔茨海默病中调节Tau功能。
3区 生物学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2025-01-01 Epub Date: 2024-10-07 DOI: 10.1016/bs.apcsb.2024.09.008
Subashchandrabose Chinnathambi

Alzheimer's disease (AD) is a prevalent neurodegenerative disease associated with dementia and neuronal impairments in brain. AD is characterized histopathologically by two hallmark lesions: abnormally phosphorylated Tau inside neurons as intracellular NFTs and extracellular accumulation of amyloid β peptide (Aβ). Furthermore, it is unable to clarify the distinction between the brief association between the development and build-up of Aβ and the commencement of illness. Additionally, a number of experimental findings suggest that symptoms related to Aβ may only manifest within the framework of anabatic Tauopathies. Tau, a natively unfolded protein, essentially involved in microtubule binding and assembly. Tau protein consists of truncated segment and the purpose of this truncated fragment is to initiate and promote the conversion of soluble Tau into aggregates. The most common aberrant posttranslational change found in Neuro Fibrillary Tangles is hyperphosphorylation, which is essentially composed of aggregated Tau. Tau phosphorylation and acetylation of Tau protein at the locations controlled by histone deacetylase 6 compete, which modulates Tau function. Considering the potential benefits of targeting HDAC6 in AD, we propose focusing on the role of HDAC6 in regulating Tau functions and the other targets are the therapeutic understanding of AD.

阿尔茨海默病(AD)是一种常见的神经退行性疾病,与痴呆和大脑神经元损伤有关。阿尔茨海默病的组织病理学特征是两个标志性病变:神经元内异常磷酸化的Tau细胞内nft和细胞外淀粉样蛋白β肽(Aβ)的积累。此外,它也无法澄清Aβ的发展和积累与疾病开始之间的短暂联系之间的区别。此外,一些实验结果表明,与a β相关的症状可能仅在复发性牛头病的框架内表现出来。Tau是一种天然未折叠蛋白,主要参与微管结合和组装。Tau蛋白由被截断的片段组成,这个被截断的片段的目的是启动和促进可溶性Tau转化为聚集体。在神经纤维缠结中发现的最常见的异常翻译后变化是过度磷酸化,其主要由聚集的Tau组成。Tau蛋白的磷酸化和乙酰化在组蛋白去乙酰化酶6控制的位置相互竞争,从而调节Tau蛋白的功能。考虑到靶向HDAC6在AD中的潜在益处,我们建议关注HDAC6在调节Tau功能中的作用,其他靶点是对AD的治疗理解。
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引用次数: 0
Nuclear podosomes regulates cellular migration in Tau and Alzheimer's disease. 核足小体调节Tau和阿尔茨海默病的细胞迁移。
3区 生物学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2025-01-01 Epub Date: 2024-10-02 DOI: 10.1016/bs.apcsb.2024.09.009
Tazeen Qureshi, Madhura Chandrashekar, Vaishnavi Ananthanarayana, Murugappan Kumarappan, Nagaraj Rangappa, Gowshika Velmurugan, Subashchandrabose Chinnathambi

The neuronal cytoskeleton has remained a less explored area of research in establishing neuroprotection. HDAC6 has been studied with respect to many neurodegenerative diseases, especially AD. It exhibits the ability to interact with various cytoskeletal proteins and to promote migration in cells. Podosomes are actin microstructures that help cells to migrate in the extracellular environment. The aim of this review is to bring into focus the significance of studies on the involvement of podosomes in Alzheimer's disease. We have suggested that Histone Deacetylase 6 plays a vital role in AD, through its interactions with the various signalling processes in the cell, most importantly the cytoskeletal remodelling machinery within the podosomes.

在建立神经保护机制方面,神经元细胞骨架仍然是一个探索较少的研究领域。人们研究了HDAC6与许多神经退行性疾病,特别是AD的关系。它表现出与各种细胞骨架蛋白相互作用并促进细胞迁移的能力。足小体是肌动蛋白的微结构,帮助细胞在细胞外环境中迁移。这篇综述的目的是把重点放在研究足小体参与阿尔茨海默病的意义。我们认为组蛋白去乙酰化酶6在AD中起着至关重要的作用,通过其与细胞中各种信号过程的相互作用,最重要的是在足质体内的细胞骨架重塑机制。
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引用次数: 0
Chaperone machinery in neurodegeneration: A spotlight on protein misfolding diseases. 神经退行性疾病中的伴侣机制:蛋白质错误折叠疾病的焦点。
3区 生物学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2025-01-01 Epub Date: 2025-09-01 DOI: 10.1016/bs.apcsb.2025.08.007
Abhilasha Sood, Madhumita Dey, Arpit Tyagi, Deepak Kumar Sharma, Arpit Mehrotra

Proteins misfolding in neurodegenerative disorders pose a significant challenge to human health and this necessitates a deeper understanding of the fundamental molecular mechanisms. Molecular chaperones are a diverse group of specialized proteins, which are extensively involved in maintaining cellular protein homeostasis and thus preventing aggregation of misfolded proteins. Pathological advancement in several neurodegenerative disorders, including Alzheimer's disease (AD), Parkinson's disease (PD) and Huntington's disease (HD) is characterized by the rampant accretion of misfolded proteins due to chaperonic failure, leading to progressive neuronal dysfunctioning and eventually cell death. Such as in AD, Hsp70 and Hsp90 chaperones are known to interact with β-amyloid and tau proteins, thus preventing their subsequent aggregation with concomitant refolding into native conformations. In PD, chaperones are involved in assisting mitigation of α-Syn misfolding and aggregation, thereby maintaining the normal neuronal functions and their viability. Similarly in HD, chaperones modulate aberrant misfolding of huntingtin protein and its aggregation, thus highlighting prospective therapeutic targets for disease intervention. Nevertheless, further investigating and understanding the explicit roles of chaperones in modulating several protein misfolding diseases holds potential for the development of novel therapeutic approaches. Moreover, targeting such specialized chaperone machinery in restoring protein homeostasis and alleviating subsequent protein aggregation could be considered as a promising approach in managing neurodegenerative disorders.

神经退行性疾病中的蛋白质错误折叠对人类健康构成了重大挑战,这需要对基本分子机制有更深入的了解。分子伴侣蛋白是一组多样化的特化蛋白,广泛参与维持细胞蛋白稳态,从而防止错误折叠蛋白的聚集。包括阿尔茨海默病(AD)、帕金森病(PD)和亨廷顿病(HD)在内的几种神经退行性疾病的病理进展,其特征是由于伴侣蛋白失效导致错误折叠蛋白的猖獗增加,导致进行性神经元功能障碍和最终细胞死亡。如在阿尔茨海默病中,已知Hsp70和Hsp90伴侣蛋白与β-淀粉样蛋白和tau蛋白相互作用,从而阻止它们随后聚集并同时重新折叠成天然构象。在PD中,伴侣蛋白参与协助α-Syn错误折叠和聚集,从而维持正常的神经元功能和活力。同样,在HD中,伴侣蛋白调节亨廷顿蛋白的异常错误折叠及其聚集,从而突出了疾病干预的前瞻性治疗靶点。然而,进一步研究和理解伴侣在调节几种蛋白质错误折叠疾病中的明确作用,可能有助于开发新的治疗方法。此外,靶向这种专门的伴侣机制来恢复蛋白质稳态和减轻随后的蛋白质聚集,可能被认为是治疗神经退行性疾病的一种有前途的方法。
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引用次数: 0
Protein misfolding in hemophilia. 血友病中的蛋白质错误折叠。
3区 生物学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2025-01-01 Epub Date: 2025-08-30 DOI: 10.1016/bs.apcsb.2025.08.010
Bilgimol Chumappumkal Joseph, Juan A De Pablo-Moreno, Nicca Falah, Dana H Simmons, Annette von Drygalski

Over the past century, the development of advancements in hemophilia therapy has experienced unprecedented success, starting with virally contaminated blood product infusions and progressing to safe plasma-derived and recombinant factor replacements, non-factor based rebalancing agents, long-lasting gene therapies, and moving forward into an era of potentially curative gene editing. Hemophilia A (FVIII deficiency) and B (FIX deficiency) are rare, monogenic, congenital bleeding disorders caused by mutations in the F8 and F9 genes, respectively. These mutations, along with environmental and cellular stressors, result in the translation of misfolded FVIII or FIX proteins, leaving patients with hemophilia susceptible to spontaneous bleeding and hemophilic arthropathy. Misfolded FVIII or FIX proteins show reduced clotting activity, are more vulnerable to degradation, and contribute to cellular stress and immune activation. Hemophilia is diagnosed using a combination of functional and immunological assays to detect Factor VIII or FIX activity and protein levels, which are proportional to phenotype severity. Newer approaches to clinical management of hemophilia include intravenous half-life extended clotting factor preparations, subcutaneous non-factor treatments and three gene therapies approved by the U.S. Food and Drug Administration. Gene therapy provides longer-term, therapeutic factor levels without the need for clotting factor replacement prophylaxis. Ongoing research to further improve therapeutic options is focused on small molecule therapies such as molecular chaperones and protein stabilizers, as well as CRISPR/Cas9 gene editing tools with curative potential. In combination with innovative therapeutic strategies, it will remain critical to bolster patient adherence to treatments by advocating for patients to play an active role in making decisions about their health care.

在过去的一个世纪里,血友病治疗的发展取得了前所未有的成功,从病毒污染的血液制品输注开始,发展到安全的血浆来源和重组因子替代品、非因子再平衡剂、长效基因疗法,并进入了一个可能治愈的基因编辑时代。血友病A (FVIII缺乏症)和B (FIX缺乏症)是罕见的单基因先天性出血性疾病,分别由F8和F9基因突变引起。这些突变,以及环境和细胞应激源,导致错误折叠的FVIII或FIX蛋白的翻译,使血友病患者容易发生自发性出血和血友病关节病。错误折叠的FVIII或FIX蛋白显示凝血活性降低,更容易降解,并有助于细胞应激和免疫激活。血友病的诊断使用功能和免疫检测的组合来检测因子VIII或FIX活性和蛋白水平,这与表型严重程度成正比。血友病临床治疗的新方法包括静脉注射半衰期延长凝血因子制剂、皮下非因子治疗和美国食品和药物管理局批准的三种基因治疗。基因治疗提供长期的治疗因子水平,而不需要凝血因子替代预防。正在进行的进一步改善治疗选择的研究主要集中在小分子疗法上,如分子伴侣和蛋白质稳定剂,以及具有治疗潜力的CRISPR/Cas9基因编辑工具。与创新的治疗策略相结合,通过倡导患者在决定其医疗保健方面发挥积极作用,加强患者对治疗的依从性仍然至关重要。
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引用次数: 0
Small molecule inhibitors targeting alpha-synuclein aggregation: Progress and future outlook. 靶向α -突触核蛋白聚集的小分子抑制剂:进展和未来展望。
3区 生物学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2025-01-01 Epub Date: 2025-09-05 DOI: 10.1016/bs.apcsb.2025.08.017
Ishfaq Bashir Hajam, Ishfaq Ahmad Ahanger, Umar Rasool, Tanveer Ali Dar

Parkinson's disease (PD), a progressive neurodegenerative disorder, is primarily characterized by the accumulation of alpha-synuclein (α-syn) aggregates in the brain, leading to the neuronal dysfunction and degeneration. As a result, targeting α-syn aggregation is emerging as a promising therapeutic strategy for delaying or stopping disease progression. The present chapter tried to explore the progress made in the development of small molecule inhibitors in preventing or reversing the aggregation of α-syn. Overall, the chapter provides an overview of the mechanisms underlying α-syn misfolding and aggregation, and highlights potential small molecules inhibitors of α-syn aggregation with an update about their clinical trial studies. The chapter also provides current status of clinical trials of these inhibitors. Furthermore, emerging strategies including combination therapies, multi-target approaches, and small molecule-based chaperone therapeutics that might enhance the efficacy of these small molecule inhibitors are discussed. Future directions are also highlighted, emphasizing the emerging potential of small molecule inhibitors in disease-modifying treatments for PD.

帕金森病(PD)是一种进行性神经退行性疾病,其主要特征是α-突触核蛋白(α-syn)聚集在大脑中,导致神经元功能障碍和变性。因此,靶向α-syn聚集正在成为一种有希望延缓或阻止疾病进展的治疗策略。本章试图探讨小分子抑制剂在阻止或逆转α-syn聚集方面的进展。总的来说,本章概述了α-syn错误折叠和聚集的机制,并重点介绍了α-syn聚集的潜在小分子抑制剂及其临床试验研究的最新进展。本章还提供了这些抑制剂的临床试验的现状。此外,还讨论了包括联合疗法、多靶点方法和基于小分子的伴侣疗法在内的新兴策略,这些策略可能会增强这些小分子抑制剂的疗效。未来的发展方向也被强调,强调小分子抑制剂在PD疾病修饰治疗中的新兴潜力。
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引用次数: 0
Unraveling tau's fold: Structural dynamics in Alzheimer's pathogenesis. 解开tau蛋白折叠:阿尔茨海默病发病机制的结构动力学。
3区 生物学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2025-01-01 Epub Date: 2025-09-02 DOI: 10.1016/bs.apcsb.2025.08.005
Sarita Montaño, Nabil Itzi Luna-Viramontes, Elvis Cuevas, Pedro Pablo Martínez-Cuevas, Mar Pacheco-Herrero, Liliana León-López, Andrés Duran Armenta, José Luna-Muñoz

Alzheimer's disease (AD), among the diseases associated with dementia, is the most prevalent. It has been estimated that over 55 million people older than 65 years-old are living with dementia worldwide. Two-thirds of the AD population are women. It is estimated that by 2050 there will be 139 million people with dementia. AD is a neurodegenerative, progressive and irreversible process, affecting the patient's daily life activities. The pathological neurodegenerative process of AD begins 15-20 years before the appearance of the first clinical symptoms. The histopathological analysis reveals the presence of neurofibrillary tangles (NFTs) and neuritic plaques [1] the main hallmarks of AD. In this work, we are describing the NFTs that are made up of paired helical filaments of tau protein, which undergo post-translational modifications such as hyperphosphorylation and truncation, favoring conformational changes of the molecule. The most relevant information about the pathological processing of the tau protein is presented, focusing on the truncation at Glu391 (minimal filament nucleus, PHF-core) as a pathological inducing event of the tau protein and as an early biomarker of AD. Based on reports and our evidence, we suggest that the hyperphosphorylated tau protein participates as the neuroprotective event against this highly toxic PHF-core.

在与痴呆症相关的疾病中,阿尔茨海默病(AD)最为普遍。据估计,全世界65岁以上的老年人中有5500多万人患有痴呆症。三分之二的AD患者是女性。据估计,到2050年将有1.39亿人患有痴呆症。AD是一种神经退行性、进行性、不可逆的过程,影响患者的日常生活活动。阿尔茨海默病的病理神经退行性过程在首次临床症状出现前15-20年开始。组织病理学分析显示神经原纤维缠结(nft)和神经性斑块[1]是AD的主要特征。在这项工作中,我们描述了由tau蛋白成对螺旋细丝组成的nft,它们经历了翻译后修饰,如超磷酸化和截断,有利于分子的构象变化。本文介绍了tau蛋白病理加工的最相关信息,重点关注Glu391(最小丝核,phf核)的截断,作为tau蛋白的病理诱导事件和AD的早期生物标志物。基于报告和我们的证据,我们认为过度磷酸化的tau蛋白参与了对这种高毒性phf核心的神经保护事件。
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引用次数: 0
Revolutionizing pancreatic cancer treatment with CAR-T therapy. 用CAR-T疗法革新胰腺癌治疗。
3区 生物学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2025-01-01 Epub Date: 2025-01-31 DOI: 10.1016/bs.apcsb.2024.10.008
Kirti Baghel, Sanjana Mehrotra, Vijay Kumar Prajapati

Pancreatic cancer remains one of the most lethal malignancies, with a five-year survival rate among the lowest of all cancers. This poor prognosis is largely due to the aggressive nature of the disease and its resistance to conventional treatments such as surgery, chemotherapy, and radiation therapy. Chimeric antigen receptor (CAR) T-cell therapy, a novel immunotherapeutic approach leverages the patient's own immune system to specifically target and eliminate cancer cells by genetically engineering T cells to express CARs that recognize tumor-specific antigens. While CAR-T therapy has demonstrated remarkable success in treating hematologic malignancies, its application to solid tumors like pancreatic cancer presents significant challenges. Recent advancements in CAR-T cell design, like the addition of co-stimulatory domains and dual-targeting CARs, have enhanced their efficacy against solid tumors. Additionally, strategies to modify the tumor microenvironment (TME), such as combining CAR-T therapy with immune checkpoint inhibitors and cytokine modulation, are being investigated to boost CAR-T cell activity against pancreatic cancer. Early-phase clinical trials targeting antigens such as carcinoembryonic antigen (CEA) and mesothelin (MSLN) in pancreatic cancer have yielded encouraging results, though obstacles like antigen escape and limited T-cell persistence remain significant challenges. This chapter outlines the current state of CAR-T therapy for pancreatic cancer, focusing on the emerging approaches to address these obstacles and underscore the potential of CAR-T therapy to transform the future of pancreatic cancer treatment.

胰腺癌仍然是最致命的恶性肿瘤之一,其五年生存率是所有癌症中最低的。这种不良预后主要是由于该疾病的侵袭性及其对手术、化疗和放疗等常规治疗的耐药性。嵌合抗原受体(CAR) T细胞疗法是一种新的免疫治疗方法,利用患者自身的免疫系统,通过基因工程T细胞表达识别肿瘤特异性抗原的CAR来特异性靶向和消除癌细胞。虽然CAR-T疗法在治疗血液系统恶性肿瘤方面取得了显著的成功,但将其应用于胰腺癌等实体肿瘤仍面临重大挑战。CAR-T细胞设计的最新进展,如添加共刺激结构域和双靶向car,增强了它们对抗实体肿瘤的功效。此外,正在研究修改肿瘤微环境(TME)的策略,例如将CAR-T治疗与免疫检查点抑制剂和细胞因子调节相结合,以提高CAR-T细胞抗胰腺癌的活性。针对胰腺癌的癌胚抗原(CEA)和间皮素(MSLN)等抗原的早期临床试验已经取得了令人鼓舞的结果,尽管抗原逃逸和有限的t细胞持久性等障碍仍然是重大挑战。本章概述了CAR-T治疗胰腺癌的现状,重点介绍了解决这些障碍的新方法,并强调了CAR-T治疗改变胰腺癌治疗未来的潜力。
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引用次数: 0
Lipids modulates Tau and amyloid-β proteins in Alzheimer's disease. 脂质调节阿尔茨海默病中的Tau和淀粉样蛋白-β。
3区 生物学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2025-01-01 Epub Date: 2024-09-11 DOI: 10.1016/bs.apcsb.2024.08.005
Subashchandrabose Chinnathambi, Sreeramkumar Selvakumar, Madhura Chandrashekar

Alzheimer's disease (AD) is a multifaceted neurodegenerative condition, marked by memory loss and a steady deterioration in cognitive function. Lipid metabolism, which encompasses different lipid types such sphingolipids, cholesterol, fat-soluble vitamins, and fatty acids, is one of the key components of AD pathogenesis. These lipids are essential for many cellular functions, and the onset and course of AD are greatly influenced by their dysregulation. Sphingolipids, which include gangliosides, sulfatides, ceramides, and sphingomyelins, are essential for signal transduction, myelin sheath development, and the integrity of cell membranes. Sphingolipid metabolism is altered in AD, as seen by changes in ceramide levels and a reduction in sulfatides. These changes are associated with inflammation and neuronal death. Additionally, sphingomyelins and gangliosides are implicated; specific alterations in their concentrations have been reported in brains affected by AD, suggesting their participation in amyloid-β (Aβ) pathology and neurodegeneration.

阿尔茨海默病(AD)是一种多方面的神经退行性疾病,以记忆丧失和认知功能的持续恶化为特征。脂质代谢包括鞘脂、胆固醇、脂溶性维生素和脂肪酸等不同类型的脂质,是AD发病机制的关键组成部分之一。这些脂质对许多细胞功能至关重要,AD的发病和病程受其失调的影响很大。鞘脂,包括神经节苷、硫脂、神经酰胺和鞘磷脂,对信号转导、髓鞘发育和细胞膜完整性至关重要。从神经酰胺水平的变化和硫脂质的减少可以看出,AD患者的鞘脂代谢发生了改变。这些变化与炎症和神经元死亡有关。此外,鞘磷脂和神经节苷也参与其中;在阿尔茨海默病影响的大脑中,它们的浓度发生了特异性改变,表明它们参与了淀粉样蛋白-β (Aβ)病理和神经退行性变。
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引用次数: 0
Investigating the mechanisms of Plantago major and Plantago lanceolata in non-small cell lung cancer: A study of their bioactive phytocompounds through network pharmacology, molecular docking, and integrated computational approaches. 利用网络药理学、分子对接、综合计算等方法研究大车前草和车前草在非小细胞肺癌中的作用机制
3区 生物学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2025-01-01 Epub Date: 2025-04-18 DOI: 10.1016/bs.apcsb.2025.02.002
Ambritha Balasundaram, Sakshi Manoj Kamath, D Thirumal Kumar, George Priya Doss C

Non-small cell lung cancer (NSCLC) is the predominant form of lung cancer, associated with high morbidity and mortality rates. Current treatments, including surgical resection, chemotherapy, targeted therapy, and radiation, offer limited improvement in prognosis, with a low five-year survival rate. Thus, innovative therapeutic approaches are critically needed. The study utilized a network pharmacology approach to explore the phytocompounds of P. major and P. lanceolata targeting key genes in NSCLC. It involved collecting compounds of P. major and P. lanceolata using IMPPAT 2.0 and literature, screening drug-likeliness compounds using SWISS ADME, target prediction for bioactive compounds using SWISS targets, screening NSCLC-related targets using Genecards and OMIM, gene function annotation using DAVID GO and KEGG analysis, constructing a "Compounds-Targets-Pathway" network and analyzing protein interaction to identify hub genes using STRING and Cytoscape software, conducting molecular docking using Autodocktools and Autodock Vina, and lastly performing molecular dynamics simulations using GROMACS. Functional enrichment GO analysis and KEGG pathway analysis indicated that the primary mechanism of action of P. major and P. lanceolata phytocompounds in NSCLC treatment involves regulating cellular metabolism, survival, and cell cycle progression through various signaling pathways, including PKB, RA, PTP, hormone-mediated signaling, and PI3K. Molecular docking studies identified eight bioactive compounds with strong affinity for EGFR and three for MET, suggesting potential treatments for NSCLC with EGFR and MET mutations. Molecular dynamics simulations revealed that apigenin-7-O-glucoside is a promising therapeutic option for NSCLC with EGFR mutations, while scutellarein is more effective for MET mutations. The research provides the scientific basis for developing quality control standards and therapeutic applications, particularly for treating EGFR and MET mutations in NSCLC. It also highlights the need for further investigation into using P. major and P. lanceolata phytocompounds in NSCLC treatment.

非小细胞肺癌(NSCLC)是肺癌的主要形式,具有很高的发病率和死亡率。目前的治疗方法,包括手术切除、化疗、靶向治疗和放疗,对预后的改善有限,5年生存率低。因此,迫切需要创新的治疗方法。本研究利用网络药理学方法,探索了大杉木和杉木靶向非小细胞肺癌关键基因的植物化合物。使用IMPPAT 2.0和文献收集大杉木和杉木化合物,使用SWISS ADME筛选药物可能性化合物,使用SWISS靶标预测生物活性化合物,使用Genecards和OMIM筛选nsclc相关靶标,使用DAVID GO和KEGG分析进行基因功能注释,构建“化合物-靶标-途径”网络,使用STRING和Cytoscape软件分析蛋白质相互作用以确定枢纽基因。使用Autodocktools和Autodock Vina进行分子对接,最后使用GROMACS进行分子动力学模拟。功能富集GO分析和KEGG通路分析表明,大杉木和杉木植物化合物在NSCLC治疗中的主要作用机制是通过多种信号通路,包括PKB、RA、PTP、激素介导的信号通路和PI3K,调节细胞代谢、存活和细胞周期进程。分子对接研究确定了8种与EGFR和MET具有强亲和力的生物活性化合物,为EGFR和MET突变的NSCLC提供了潜在的治疗方法。分子动力学模拟显示,芹菜素-7- o -葡萄糖苷是EGFR突变的NSCLC的一种有希望的治疗选择,而芥蓝素对MET突变更有效。该研究为制定质量控制标准和治疗应用,特别是治疗非小细胞肺癌的EGFR和MET突变提供了科学依据。这也强调了在非小细胞肺癌治疗中使用大杉木和杉木植物化合物的必要性。
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引用次数: 0
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Advances in protein chemistry and structural biology
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