molecular pathways

分子途径
  • 文章类型: Journal Article
    靶向NGS允许快速有效的多基因分析和黑素瘤中关键基因畸变的检测。在这项研究中,我们的目的是描述一系列87例黑色素瘤病例的遗传改变,使用oncominefocus测定法(OFA),将这些结果与患者的临床病理特征联系起来,并将它们与我们之前的研究结果进行比较,我们使用了一个较小的小组,oncomine实体瘤(OST)DNA试剂盒。纳入2020年至2022年在我们中心诊断为晚期黑色素瘤的患者,并提取DNA和RNA进行测序。常见的突变基因是BRAF(29%),NRAS(28%),ALK,KIT,和MAP2K1(各5%)。在29%的样本中检测到共存突变,包括BRAF和KIT,CTNNB1,EGFR,ALK,HRAS,或MAP2K1。在5%的病例中检测到扩增和重排。只有BRAF突变显示出与阳光照射的显着统计关联。对于具有给定遗传特征的患者,黑色素瘤生存率和无复发生存率相当,但不适用于阶段和LDH值。这种对分子改变的扩展知识有助于更全面地表征我们的患者,并为确定最佳治疗策略提供了相关信息。
    Targeted NGS allows a fast and efficient multi-gene analysis and the detection of key gene aberrations in melanoma. In this study, we aim to describe the genetic alterations in a series of 87 melanoma cases using the oncomine focus assay (OFA), relate these results with the clinicopathological features of the patients, and compare them with our previous study results in which we used a smaller panel, the oncomine solid tumor (OST) DNA kit. Patients diagnosed with advanced melanoma at our center from 2020 to 2022 were included and DNA and RNA were extracted for sequencing. Common mutated genes were BRAF (29%), NRAS (28%), ALK, KIT, and MAP2K1 (5% each). Co-occurring mutations were detected in 29% of the samples, including BRAF with KIT, CTNNB1, EGFR, ALK, HRAS, or MAP2K1. Amplifications and rearrangements were detected in 5% of cases. Only BRAF mutation showed a significant statistical association with sun exposure. For patients with a given genetic profile, the melanoma survival and recurrence-free survival rates were equivalent, but not for stage and LDH values. This expanded knowledge of molecular alterations has helped to more comprehensively characterize our patients and has provided relevant information for deciding the best treatment strategy.
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  • 文章类型: Journal Article
    背景:暴露于空气污染固有的化学混合物,已被证明与乳腺癌和肺癌的风险有关。然而,研究暴露于这些污染物混合物的分子机制,如碳氢化合物,在乳腺癌和肺癌的发展中很少见。我们利用硅毒理基因组分析来阐明与两种癌症相关的分子途径,这些途径受暴露于选定碳氢化合物混合物的影响。使用比较毒理基因组学数据库和Cytoscape软件进行数据挖掘和可视化。
    结果:25种碳氢化合物,常见的空气污染,致癌性分类为1A/B或2(已知/推测或疑似人类致癌物),分为三类:烷烃和烯烃,卤代烃,和多芳烃。计算机数据挖掘显示,与大多数研究的碳氢化合物通常相互作用的87和44个基因与乳腺癌和肺癌有关。分别。常见基因之间的显性相互作用是共表达,物理互动,遗传相互作用,共同本地化,和共享蛋白质结构域中的相互作用。在这些基因中,在两种癌症的发展中只有16种是常见的。苯并(a)芘和四氯二苯并二恶英与所有16个基因相互作用。被研究的碳氢化合物可能影响的分子途径包括芳香烃受体,化学致癌作用,铁性凋亡,流体剪切应力和动脉粥样硬化,白细胞介素17信号通路,脂质和动脉粥样硬化,NRF2途径,和氧化应激反应。
    结论:在硅毒性基因组学工具的固有局限性内,我们阐明了与可能受碳氢化合物混合物影响的乳腺癌和肺癌发展相关的分子途径。我们的发现表明,对氧化应激和炎症损伤的适应性反应在两种癌症的发展中起着重要作用。此外,铁凋亡-由脂质过氧化和铁稳态驱动的非凋亡性程序性细胞死亡-被确定为这些反应的新参与者。最后,AHR可能参与调节IL-8,IL-8是介导乳腺癌侵袭和转移到肺的关键基因,也突出了。更深入地了解与这些途径相关的基因之间的相互作用,和本研究中确定的其他生存信号通路,将为评估吸入接触碳氢化合物混合物的风险提供宝贵的知识。这些发现为未来的体内和体外实验室研究提供了见解,这些研究侧重于吸入暴露于碳氢化合物混合物。
    BACKGROUND: Exposure to chemical mixtures inherent in air pollution, has been shown to be associated with the risk of breast and lung cancers. However, studies on the molecular mechanisms of exposure to a mixture of these pollutants, such as hydrocarbons, in the development of breast and lung cancers are scarce. We utilized in silico toxicogenomic analysis to elucidate the molecular pathways linked to both cancers that are influenced by exposure to a mixture of selected hydrocarbons. The Comparative Toxicogenomics Database and Cytoscape software were used for data mining and visualization.
    RESULTS: Twenty-five hydrocarbons, common in air pollution with carcinogenicity classification of 1 A/B or 2 (known/presumed or suspected human carcinogen), were divided into three groups: alkanes and alkenes, halogenated hydrocarbons, and polyaromatic hydrocarbons. The in silico data-mining revealed 87 and 44 genes commonly interacted with most of the investigated hydrocarbons are linked to breast and lung cancer, respectively. The dominant interactions among the common genes are co-expression, physical interaction, genetic interaction, co-localization, and interaction in shared protein domains. Among these genes, only 16 are common in the development of both cancers. Benzo(a)pyrene and tetrachlorodibenzodioxin interacted with all 16 genes. The molecular pathways potentially affected by the investigated hydrocarbons include aryl hydrocarbon receptor, chemical carcinogenesis, ferroptosis, fluid shear stress and atherosclerosis, interleukin 17 signaling pathway, lipid and atherosclerosis, NRF2 pathway, and oxidative stress response.
    CONCLUSIONS: Within the inherent limitations of in silico toxicogenomics tools, we elucidated the molecular pathways associated with breast and lung cancer development potentially affected by hydrocarbons mixture. Our findings indicate adaptive responses to oxidative stress and inflammatory damages are instrumental in the development of both cancers. Additionally, ferroptosis-a non-apoptotic programmed cell death driven by lipid peroxidation and iron homeostasis-was identified as a new player in these responses. Finally, AHR potential involvement in modulating IL-8, a critical gene that mediates breast cancer invasion and metastasis to the lungs, was also highlighted. A deeper understanding of the interplay between genes associated with these pathways, and other survival signaling pathways identified in this study, will provide invaluable knowledge in assessing the risk of inhalation exposure to hydrocarbons mixture. The findings offer insights into future in vivo and in vitro laboratory investigations that focus on inhalation exposure to the hydrocarbons mixture.
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  • 文章类型: Journal Article
    这篇综述系统地研究了肝细胞癌(HCC)的性别差异,确定性激素的影响,遗传变异,和环境因素对疾病流行病学和治疗结果的影响。认识到肝脏是性二态器官,我们强调了性别特异性风险因素,比如饮酒和肥胖,在男性和女性中对肝癌发生的贡献不同。我们探索分子机制,包括雄激素和雌激素受体的差异表达,它们介导肿瘤生物学中的多种途径,如细胞增殖,凋亡,DNA修复我们的分析强调了在肝癌中进行性别特异性研究的关键需求,从分子研究到临床试验,以提高诊断准确性和治疗效果。通过将性别观点纳入肝癌研究的各个方面,我们主张采用更精确和个性化的癌症治疗方法,承认性别是HCC进展及其对治疗反应的重要因素.这篇综述旨在加深对HCC性别差异的生物学和分子基础的理解,并促进开发量身定制的干预措施,以提高所有患者的预后。
    This review systematically examines gender differences in hepatocellular carcinoma (HCC), identifying the influence of sex hormones, genetic variance, and environmental factors on the disease\'s epidemiology and treatment outcomes. Recognizing the liver as a sexually dimorphic organ, we highlight how gender-specific risk factors, such as alcohol consumption and obesity, contribute differently to hepatocarcinogenesis in men and women. We explore molecular mechanisms, including the differential expression of androgen and estrogen receptors, which mediate diverse pathways in tumor biology such as cell proliferation, apoptosis, and DNA repair. Our analysis underscores the critical need for gender-specific research in liver cancer, from molecular studies to clinical trials, to improve diagnostic accuracy and therapeutic effectiveness. By incorporating a gender perspective into all facets of liver cancer research, we advocate for a more precise and personalized approach to cancer treatment that acknowledges gender as a significant factor in both the progression of HCC and its response to treatment. This review aims to foster a deeper understanding of the biological and molecular bases of gender differences in HCC and to promote the development of tailored interventions that enhance outcomes for all patients.
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  • 文章类型: Journal Article
    头颈癌(HNC)表现出的实质性异质性,包括不同的细胞起源,解剖位置,和病因贡献者,结合普遍的晚期诊断,对临床管理提出了重大挑战。基因组测序努力已经揭示了调节细胞增殖和存活的关键信号传导途径的广泛改变。针对这些失调途径的工程疗法的计划正在进行中,随着几种候选分子进入临床评估阶段,包括FDA批准针对K-RAS野生型的EGFR靶向单克隆抗体西妥昔单抗等药物,EGFR-突变型HNSCC治疗。非编码RNA(ncRNAs),由于它们在生物体液中的稳定性增强,以及它们在HNC环境中的细胞内和细胞间信号传导中的重要作用,现在被认为是疾病管理的有效生物标志物,催化进一步完善的诊断和治疗策略,越来越接近个性化医疗的需求。增强对HNC基因组和免疫景观特征的理解,预计将有助于对靶向治疗的益处和局限性进行更严格的评估。优化他们的临床部署,并促进治疗方法的创新进步。这篇综述介绍了HNC驱动头颈部恶性肿瘤发生的分子机制和突变谱的最新研究,并探讨了它们对推进诊断方法和精准治疗的意义。
    The substantial heterogeneity exhibited by head and neck cancer (HNC), encompassing diverse cellular origins, anatomical locations, and etiological contributors, combined with the prevalent late-stage diagnosis, poses significant challenges for clinical management. Genomic sequencing endeavors have revealed extensive alterations in key signaling pathways that regulate cellular proliferation and survival. Initiatives to engineer therapies targeting these dysregulated pathways are underway, with several candidate molecules progressing to clinical evaluation phases, including FDA approval for agents like the EGFR-targeting monoclonal antibody cetuximab for K-RAS wild-type, EGFR-mutant HNSCC treatment. Non-coding RNAs (ncRNAs), owing to their enhanced stability in biological fluids and their important roles in intracellular and intercellular signaling within HNC contexts, are now recognized as potent biomarkers for disease management, catalyzing further refined diagnostic and therapeutic strategies, edging closer to the personalized medicine desideratum. Enhanced comprehension of the genomic and immunological landscapes characteristic of HNC is anticipated to facilitate a more rigorous assessment of targeted therapies benefits and limitations, optimize their clinical deployment, and foster innovative advancements in treatment approaches. This review presents an update on the molecular mechanisms and mutational spectrum of HNC driving the oncogenesis of head and neck malignancies and explores their implications for advancing diagnostic methodologies and precision therapeutics.
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  • 文章类型: Journal Article
    病原菌逃避抗生素治疗的能力是一个复杂而多方面的现象。多年来,由于抗菌素耐药性(AMR)的决定因素而导致的患者治疗失败一直是研究和开发新治疗剂的重点。然而,细菌在抗生素胁迫下的存活在很大程度上被忽视了。细菌持久性是表现出非遗传性药物耐受性表型的敏感细菌细胞亚群。它们与医疗机构中感染的顽抗有关,反过来又产生了AMR变体。细菌持久性在复发性感染中的重要性已得到充分认识。在过去的十年中,基础工作强调了许多独特的耐受性因素,这些因素有助于许多临床相关病原体的持久性表型。这篇综述总结了有助于开发针对细菌抗生素持久性药物的新策略的因素。
    The ability of pathogenic bacteria to evade antibiotic treatment is an intricate and multifaceted phenomenon. Over the years, treatment failure among patients due to determinants of antimicrobial resistance (AMR) has been the focal point for the research and development of new therapeutic agents. However, the survival of bacteria by persisting under antibiotic stress has largely been overlooked. Bacterial persisters are a subpopulation of sensitive bacterial cells exhibiting a noninheritable drug-tolerant phenotype. They are linked to the recalcitrance of infections in healthcare settings, in turn giving rise to AMR variants. The importance of bacterial persistence in recurring infections has been firmly recognized. Fundamental work over the past decade has highlighted numerous unique tolerance factors contributing to the persister phenotype in many clinically relevant pathogens. This review summarizes contributing factors that could aid in developing new strategies against bacterial antibiotic persisters.
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  • 文章类型: Journal Article
    结合免疫检查点抑制剂,特别是纳武单抗(抗PD-1)和伊匹单抗(抗CTLA-4),在彻底改变癌症治疗方面有着巨大的希望。这篇综述探讨了这些组合的变革性影响,强调它们在各种癌症中增强治疗结果的潜力。免疫检查点蛋白,如PD1和CTLA4,在调节免疫反应中起关键作用。封锁这些检查站会释放抗癌活性,联合使用多种检查点抑制剂时观察到的协同作用强调了它们增强功效的潜力。Nivolumab和ipilimumab利用宿主的免疫系统靶向癌细胞,提出了一种预防肿瘤发展的有力方法。尽管它们的功效,免疫检查点抑制剂伴随着一系列明显的不良反应,特别是影响各种器官的免疫相关不良反应。了解这些挑战对于优化治疗策略和确保患者健康至关重要。正在进行的临床试验正在积极探索检查点抑制疗法的组合,旨在破译它们对不同癌症类型的协同作用和功效。这篇综述讨论了机制,不利影响,以及涉及不同癌症的nivolumab和ipilimumab的各种临床试验,强调它们对癌症治疗的变革性影响。
    Combining immune checkpoint inhibitors, specifically nivolumab (anti-PD-1) and ipilimumab (anti-CTLA-4), holds substantial promise in revolutionizing cancer treatment. This review explores the transformative impact of these combinations, emphasizing their potential for enhancing therapeutic outcomes across various cancers. Immune checkpoint proteins, such as PD1 and CTLA4, play a pivotal role in modulating immune responses. Blocking these checkpoints unleashes anticancer activity, and the synergy observed when combining multiple checkpoint inhibitors underscores their potential for enhanced efficacy. Nivolumab and ipilimumab harness the host\'s immune system to target cancer cells, presenting a powerful approach to prevent tumor development. Despite their efficacy, immune checkpoint inhibitors are accompanied by a distinct set of adverse effects, particularly immune-related adverse effects affecting various organs. Understanding these challenges is crucial for optimizing treatment strategies and ensuring patient well-being. Ongoing clinical trials are actively exploring the combination of checkpoint inhibitory therapies, aiming to decipher their synergistic effects and efficacy against diverse cancer types. This review discusses the mechanisms, adverse effects, and various clinical trials involving nivolumab and ipilimumab across different cancers, emphasizing their transformative impact on cancer treatment.
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  • 文章类型: Journal Article
    识别和管理神经系统疾病的过程面临挑战,促使新方法的研究,以提高诊断的准确性。在这项研究中,我们进行了系统的文献综述,以确定基于遗传和分子途径的机器学习(ML)模型在治疗神经系统疾病中的意义.根据研究的目标,开发了搜索策略,以使用数字图书馆提取研究。我们遵循严格的研究选择标准。共有24项研究符合纳入标准并被纳入审查。我们根据神经系统疾病对研究进行了分类。纳入的研究强调了治疗神经系统疾病的多种方法和出色的结果。研究结果强调了现有模型的潜力,根据个人情况提出个性化干预措施。这些发现提供了性能更好的方法,可以处理遗传学和分子数据以产生有效的结果。此外,我们讨论了未来的研究方向和挑战,强调在现实世界的临床环境中推广现有模型的需求。这项研究有助于提高神经系统疾病诊断和管理领域的知识。
    The process of identification and management of neurological disorder conditions faces challenges, prompting the investigation of novel methods in order to improve diagnostic accuracy. In this study, we conducted a systematic literature review to identify the significance of genetics- and molecular-pathway-based machine learning (ML) models in treating neurological disorder conditions. According to the study\'s objectives, search strategies were developed to extract the research studies using digital libraries. We followed rigorous study selection criteria. A total of 24 studies met the inclusion criteria and were included in the review. We classified the studies based on neurological disorders. The included studies highlighted multiple methodologies and exceptional results in treating neurological disorders. The study findings underscore the potential of the existing models, presenting personalized interventions based on the individual\'s conditions. The findings offer better-performing approaches that handle genetics and molecular data to generate effective outcomes. Moreover, we discuss the future research directions and challenges, emphasizing the demand for generalizing existing models in real-world clinical settings. This study contributes to advancing knowledge in the field of diagnosis and management of neurological disorders.
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  • 文章类型: Journal Article
    髓母细胞瘤是儿科人群中最常见的恶性脑肿瘤。目前的护理标准包括手术切除,颅骨脊髓照射,和多药化疗。然而,尽管结合了多种侵略性方式,这种疾病的复发仍然是一个很大的问题,治疗抵抗是一个日益严重的问题。这种抗性的发展是由无数解剖学性质的相互作用引起的,细胞过程,分子途径,以及遗传和表观遗传改变。事实上,已经针对这一领域进行了一些努力,并描述了这种抵抗的主要贡献者。在这里,这篇综述重点介绍了导致复发的不同机制以及与治疗耐药性的发生有关的不同机制,并结合最新的髓母细胞瘤分子分类进行了讨论.这些机制包括血脑屏障对药物的不渗透性,特定分子途径的过度激活,癌症干细胞的抗性和多能性质,肿瘤内和肿瘤间异质性,和代谢可塑性。随后,我们在此基础上探索可以废除这些机制的潜在策略和有针对性的代理,破坏治疗抗性的发展,并增强髓母细胞瘤对治疗方式的反应。
    Medulloblastoma is the most frequently encountered malignant brain tumor in the pediatric population. The standard of care currently consists of surgical resection, craniospinal irradiation, and multi-agent chemotherapy. However, despite this combination of multiple aggressive modalities, recurrence of the disease remains a substantial concern, and treatment resistance is a rising issue. The development of this resistance results from the interplay of a myriad of anatomical properties, cellular processes, molecular pathways, and genetic and epigenetic alterations. In fact, several efforts have been directed towards this domain and characterizing the major contributors to this resistance. Herein, this review highlights the different mechanisms that drive relapse and are implicated in the occurrence of treatment resistance and discusses them in the context of the latest molecular-based classification of medulloblastoma. These mechanisms include the impermeability of the blood-brain barrier to drugs, the overactivation of specific molecular pathways, the resistant and multipotent nature of cancer stem cells, intratumoral and intertumoral heterogeneity, and metabolic plasticity. Subsequently, we build on that to explore potential strategies and targeted agents that can abrogate these mechanisms, undermine the development of treatment resistance, and augment medulloblastoma\'s response to therapeutic modalities.
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  • 文章类型: Journal Article
    这篇综述探讨了饮酒对内脏器官和生殖健康的有害影响,阐明涉及活化B细胞的Toll样受体4(TLR4)/核因子κ轻链增强剂(NF-kB)途径和细胞色素P4502E1(CYP2E1)/活性氧(ROS)/核因子红细胞相关因子2(Nrf2)途径的潜在机制。TLR4/NF-kB通路,对于炎症和免疫反应至关重要,引发促炎因子和1型干扰素的产生,当组织长期暴露于酒精时,会破坏炎症和抗氧化反应之间的平衡。酒精诱导的肠道微生物菌群失调会增加肠道壁对病原体相关分子模式(PAMPs)的渗透性,导致肝细胞感染和随后的炎症。同时,CYP2E1介导的酒精代谢产生ROS,引起氧化应激和损伤细胞,脂质,蛋白质,和脱氧核糖核酸(DNA)。为了抵消这种炎症失衡,Nrf2调节基因表达,抑制炎症进程和促进抗氧化反应。过量饮酒会导致肝酶升高(ADH,CYP2E1和过氧化氢酶),ROS,NADH,乙醛,和醋酸盐,导致心脏等重要器官受损,大脑,还有肺.此外,酒精通过抑制下丘脑-垂体-性腺轴来对生殖健康产生负面影响,导致男性和女性不孕。这些发现强调了与酒精引起的损害相关的深刻健康问题,强调需要提高公众对免疫反应和饮酒的多器官影响之间复杂的相互作用的认识。
    This review delves into the detrimental impact of alcohol consumption on internal organs and reproductive health, elucidating the underlying mechanisms involving the Toll-like receptor 4 (TLR4)/Nuclear factor kappa light chain enhancer of activated B cells (NF-kB) pathway and the Cytochrome P450 2E1 (CYP2E1)/reactive oxygen species (ROS)/nuclear factor erythroid 2-related factor 2 (Nrf2) pathways. The TLR4/NF-kB pathway, crucial for inflammatory and immune responses, triggers the production of pro-inflammatory agents and type-1 interferon, disrupting the balance between inflammatory and antioxidant responses when tissues are chronically exposed to alcohol. Alcohol-induced dysbiosis in gut microbes heightens gut wall permeability to pathogen-associated molecular patterns (PAMPs), leading to liver cell infection and subsequent inflammation. Concurrently, CYP2E1-mediated alcohol metabolism generates ROS, causing oxidative stress and damaging cells, lipids, proteins, and deoxyribonucleic acid (DNA). To counteract this inflammatory imbalance, Nrf2 regulates gene expression, inhibiting inflammatory progression and promoting antioxidant responses. Excessive alcohol intake results in elevated liver enzymes (ADH, CYP2E1, and catalase), ROS, NADH, acetaldehyde, and acetate, leading to damage in vital organs such as the heart, brain, and lungs. Moreover, alcohol negatively affects reproductive health by inhibiting the hypothalamic-pituitary-gonadal axis, causing infertility in both men and women. These findings underscore the profound health concerns associated with alcohol-induced damage, emphasizing the need for public awareness regarding the intricate interplay between immune responses and the multi-organ impacts of alcohol consumption.
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  • 文章类型: Journal Article
    体细胞核移植(SCNT)是一种非常重要的生殖技术,具有许多不同的应用,比如精英动物的快速繁殖,转基因动物和胚胎干(ES)细胞的生产。然而,克隆效率低,低活产率和出生后代异常的高发生率归因于不完整或异常的核重新编程。在SCNT胚胎中,基因在整个胚胎发育过程中的异常表达模式是不完全的核重编程的原因。本研究旨在鉴定SCNT和IVF胚胎在不同发育阶段的差异基因表达(DEGs)谱和分子途径(2个细胞,8个细胞和胚泡阶段)。在本研究中,1164(2细胞),与IVF胚胎相比,在SCNT胚胎中鉴定出1004(8个细胞)和530个(胚泡期)DEGs。此外,一些基因,如ZEB1,GDF1,HSF5,PDE3B,VIM,TNNC,HSD3B1,TAGLN,与IVF胚胎相比,ITGA4和AGMAT影响SCNT胚胎的发育。Further,基因本体论(GO)和分子通路分析表明,与IVF对应物相比,SCNT胚胎表现出差异,并在不同的发育阶段影响胚胎的发育。除此之外,利用GDFl、TMEM114和IGSF22基因的q-PCR分析来验证RNA-seq数据。这些发现为SCNT胚胎发育的不同基因和分子途径提供了有价值的见解,并为提高SCNT效率提供了重要信息。
    Somatic cell nuclear transfer (SCNT) is a very important reproductive technology with many diverse applications, such as fast multiplication of elite animals, the production of transgenic animals and embryonic stem (ES) cells. However, low cloning efficiency, a low live birth rate and the abnormally high incidence of abnormalities in the offspring born are attributed to incomplete or aberrant nuclear reprogramming. In SCNT embryos, the aberrant expression pattern of the genes throughout embryonic development is responsible for the incomplete nuclear reprogramming. The present study was carried out to identify the differential gene expression (DEGs) profile and molecular pathways of the SCNT and IVF embryos at different developmental stages (2 cell, 8 cell and blastocyst stages). In the present study, 1164 (2 cell), 1004 (8 cell) and 530 (blastocyst stage) DEGs were identified in the SCNT embryos as compared to IVF embryos. In addition, several genes such as ZEB1, GDF1, HSF5, PDE3B, VIM, TNNC, HSD3B1, TAGLN, ITGA4 and AGMAT were affecting the development of SCNT embryos as compared to IVF embryos. Further, Gene Ontology (GO) and molecular pathways analysis suggested, SCNT embryos exhibit variations compared to their IVF counterparts and affected the development of embryos throughout the different developmental stages. Apart from this, q-PCR analysis of the GDF1, TMEM114, and IGSF22 genes were utilized to validate the RNA-seq data. These findings contribute valuable insights about the different genes and molecular pathways underlying SCNT embryo development and offer crucial information for improving SCNT efficiency.
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