DNA repair genes

DNA 修复基因
  • 文章类型: Journal Article
    甲状腺癌的发病率,最常见的内分泌癌症之一,在世界范围内,发达国家和发展中国家的增长迅速。各种危险因素会增加甲状腺癌的易感性,但特别强调DNA修复基因的作用,对基因组稳定性有重大影响。这些基因的多态性可以通过影响其功能来增加患甲状腺癌的风险。在这篇文章中,我们对可能影响甲状腺癌风险的部分DNA修复基因最常见的多态性进行了简要综述.我们指出了不同人群之间这些多态性频率的显着差异及其与疾病易感性的潜在关系。对这些差异的更全面了解可能会导致制定有效的甲状腺癌预防策略和靶向治疗方法。同时,有必要进一步研究以前未研究的DNA修复基因的多态性在甲状腺癌中的作用,这可能有助于填补这方面的知识空白。
    The incidence of thyroid cancer, one of the most common forms of endocrine cancer, is increasing rapidly worldwide in developed and developing countries. Various risk factors can increase susceptibility to thyroid cancer, but particular emphasis is put on the role of DNA repair genes, which have a significant impact on genome stability. Polymorphisms of these genes can increase the risk of developing thyroid cancer by affecting their function. In this article, we present a concise review on the most common polymorphisms of selected DNA repair genes that may influence the risk of thyroid cancer. We point out significant differences in the frequency of these polymorphisms between various populations and their potential relationship with susceptibility to the disease. A more complete understanding of these differences may lead to the development of effective prevention strategies and targeted therapies for thyroid cancer. Simultaneously, there is a need for further research on the role of polymorphisms of previously uninvestigated DNA repair genes in the context of thyroid cancer, which may contribute to filling the knowledge gaps on this subject.
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  • 文章类型: Journal Article
    简介:测序技术的最新进展显着提高了我们获取大量遗传数据的能力。然而,产生的数据的临床相关性仍然具有挑战性,特别是在鉴定其致病性尚不清楚的不确定意义变体(VUSs)时.在当前的报告中,我们旨在评估突尼斯乳腺癌家族DNA修复基因中VUSs的临床相关性和致病性。方法:对67例未解决乳腺癌病例进行调查。使用包括SIFT在内的不同的计算机预测工具评估了在26个DNA修复基因中鉴定的VUS的致病性,PolyPhen2,对齐GVGD和VarSEAK。使用稳定性预测器DynaMut和NAMD的分子动力学模拟评估对3D结构的影响。还进行了家庭隔离分析。结果:在总共确定的37个VUS中,11种变体可能有害地影响ATM,BLM,CHEK2,ERCC3,FANCC,FANCG,MSH2、PMS2和RAD50基因。BLM变体,c.3254dupT,是新颖的,似乎与乳房风险增加有关,子宫内膜癌和结肠癌。此外,ATM中的c.6115G>A和CHEK2中的c.5923A>T在患有多个乳腺癌病例的家庭中引起了极大的兴趣,并且它们与疾病的家族性分离也得到了证实。此外,功能性计算机分析显示,ATM变体可能导致蛋白质固定和硬化,从而降低其活性。我们还表明,FANCC和FANCG变体可能导致蛋白质不稳定和结构紧密度的改变,这可能影响FANCC和FANCG蛋白质活性。结论:我们的发现揭示DNA修复基因中的VUSs可能与癌症风险增加有关,并强调了变异重新分类以更好地管理疾病的必要性。这将有助于不仅在突尼斯而且在邻国改善癌症患者的遗传诊断和治疗策略。
    Introduction: Recent advances in sequencing technologies have significantly increased our capability to acquire large amounts of genetic data. However, the clinical relevance of the generated data continues to be challenging particularly with the identification of Variants of Uncertain Significance (VUSs) whose pathogenicity remains unclear. In the current report, we aim to evaluate the clinical relevance and the pathogenicity of VUSs in DNA repair genes among Tunisian breast cancer families. Methods: A total of 67 unsolved breast cancer cases have been investigated. The pathogenicity of VUSs identified within 26 DNA repair genes was assessed using different in silico prediction tools including SIFT, PolyPhen2, Align-GVGD and VarSEAK. Effects on the 3D structure were evaluated using the stability predictor DynaMut and molecular dynamics simulation with NAMD. Family segregation analysis was also performed. Results: Among a total of 37 VUSs identified, 11 variants are likely deleterious affecting ATM, BLM, CHEK2, ERCC3, FANCC, FANCG, MSH2, PMS2 and RAD50 genes. The BLM variant, c.3254dupT, is novel and seems to be associated with increased risk of breast, endometrial and colon cancer. Moreover, c.6115G>A in ATM and c.592+3A>T in CHEK2 were of keen interest identified in families with multiple breast cancer cases and their familial cosegregation with disease has been also confirmed. In addition, functional in silico analyses revealed that the ATM variant may lead to protein immobilization and rigidification thus decreasing its activity. We have also shown that FANCC and FANCG variants may lead to protein destabilization and alteration of the structure compactness which may affect FANCC and FANCG protein activity. Conclusion: Our findings revealed that VUSs in DNA repair genes might be associated with increased cancer risk and highlight the need for variant reclassification for better disease management. This will help to improve the genetic diagnosis and therapeutic strategies of cancer patients not only in Tunisia but also in neighboring countries.
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  • 文章类型: Journal Article
    基于微生物的遗传毒性评估对于评估潜在的化学诱导的DNA损伤至关重要。在这项研究中,我们使用RNR3启动子驱动的荧光素酶基因在出芽酵母中开发了染色体整合和基于单拷贝质粒的报告检测。设计这些测定以将对基因毒性化学物质的反应与预先建立的基于多拷贝质粒的测定进行比较。尽管表现出最低的荧光素酶活性,染色体整合的报告子测定显示出最高的倍数诱导(即,在存在和不存在化学物质的情况下的荧光素酶活性比率)与已建立的基于质粒的测定相比。使用CRISPR/Cas9技术,我们产生了单或双基因缺失的突变体,影响主要的DNA修复途径或细胞通透性。这使我们能够在基于单拷贝质粒的测定中评估报告基因对遗传毒性剂的反应。在几个突变体中观察到背景活动升高,如mag1Δ细胞,即使不接触化学品。然而,在暴露于特定化学物质后,在单缺失突变体中检测到大量荧光素酶诱导,包括mag1Δ,mms2Δ,和用甲磺酸甲酯处理的rad59Δ细胞;暴露于喜树碱的rad59Δ细胞;用丝裂霉素C(MMC)和顺铂(CDDP)处理的mms2Δ和rad10Δ细胞。值得注意的是,与亲本单缺失突变体相比,用MMC或CDDP处理的mms2Δ/rad10Δ细胞显示出显着增强的荧光素酶诱导,这表明折叠后和核苷酸切除修复过程主要有助于修复DNA交联。总的来说,我们的发现证明了采用DNA修复基因中具有多个缺失突变的菌株进行基于酵母的报告检测的实用性.这些测定作为研究DNA修复机制和评估化学诱导的DNA损伤的有价值的工具。关键点:•在三种类型的报告酵母中研究了对基因毒性化学物质的反应。•测试具有DNA修复基因的单缺失和双缺失的酵母菌株。•两种DNA修复途径主要有助于酵母中的DNA交联修复。
    Microorganism-based genotoxicity assessments are vital for evaluating potential chemical-induced DNA damage. In this study, we developed both chromosomally integrated and single-copy plasmid-based reporter assays in budding yeast using a RNR3 promoter-driven luciferase gene. These assays were designed to compare the response to genotoxic chemicals with a pre-established multicopy plasmid-based assay. Despite exhibiting the lowest luciferase activity, the chromosomally integrated reporter assay showed the highest fold induction (i.e., the ratio of luciferase activity in the presence and absence of the chemical) compared with the established plasmid-based assay. Using CRISPR/Cas9 technology, we generated mutants with single- or double-gene deletions, affecting major DNA repair pathways or cell permeability. This enabled us to evaluate reporter gene responses to genotoxicants in a single-copy plasmid-based assay. Elevated background activities were observed in several mutants, such as mag1Δ cells, even without exposure to chemicals. However, substantial luciferase induction was detected in single-deletion mutants following exposure to specific chemicals, including mag1Δ, mms2Δ, and rad59Δ cells treated with methyl methanesulfonate; rad59Δ cells exposed to camptothecin; and mms2Δ and rad10Δ cells treated with mitomycin C (MMC) and cisplatin (CDDP). Notably, mms2Δ/rad10Δ cells treated with MMC or CDDP exhibited significantly enhanced luciferase induction compared with the parent single-deletion mutants, suggesting that postreplication and for nucleotide excision repair processes predominantly contribute to repairing DNA crosslinks. Overall, our findings demonstrate the utility of yeast-based reporter assays employing strains with multiple-deletion mutations in DNA repair genes. These assays serve as valuable tools for investigating DNA repair mechanisms and assessing chemical-induced DNA damage. KEY POINTS: • Responses to genotoxic chemicals were investigated in three types of reporter yeast. • Yeast strains with single- and double-deletions of DNA repair genes were tested. • Two DNA repair pathways predominantly contributed to DNA crosslink repair in yeast.
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  • 文章类型: Journal Article
    前列腺癌是最常见的癌症,也是美国男性癌症死亡的第二大原因。几项研究证明了藏红花在不同类型癌症中的抗肿瘤特性,包括前列腺癌.据报道,口服藏红花提取物对裸雄性小鼠中侵袭性前列腺癌细胞系衍生的异种移植物具有抗肿瘤作用。这项研究的目的是对藏红花处理的前列腺癌细胞进行体外研究,以确定藏红花对前列腺癌发生过程中关键中间体的影响。我们的研究表明,通过凋亡途径显着抑制雄激素敏感前列腺癌细胞系的细胞增殖。我们还证明了DNA甲基转移酶(COMT,MGMT,EHMT2和SIRT1脱乙酰酶)在藏红花处理的前列腺癌细胞中。此外,藏红花处理的前列腺癌细胞显示出DNA修复中间体的统计学显着失调(WRN,p53,RECQ5,MST1R,和WDR70)以时间依赖的方式。此外,Westernblot分析表明,藏红花处理可诱导其他关键基因(DNMT1,DNMT3b,MBD2,CD44,HDAC3,c-Myc,NF-kB,TNFα,AR,N-RAS,和PTEN)在前列腺癌细胞中。总的来说,我们的研究结果证明了藏红花介导前列腺癌抗肿瘤特性的重要机制.这些发现表明,使用藏红花补充剂和标准治疗方案可能会对前列腺癌患者产生有益的影响。
    Prostate cancer is the most common cancer and the second leading cause of cancer deaths among men in the USA. Several studies have demonstrated the antitumor properties of saffron in different types of cancers, including prostate cancer. The oral administration of saffron extract has been reported to have antitumor effects on aggressive prostate-cancer-cell-line-derived xenografts in nude male mice. The objective of this study was to carry out in vitro studies of saffron-treated prostate cancer cells to ascertain the effects of saffron on key intermediates in prostate carcinogenesis. Our studies demonstrated the significant inhibition of cell proliferation for androgen-sensitive prostate cancer cell lines via apoptotic pathways. We also demonstrate the statistically significant down-regulation of DNA methyltransferases (COMT, MGMT, EHMT2, and SIRT1 deacetylase) in saffron-treated prostate cancer cells. In addition, saffron-treated prostate cancer cells displayed a statistically significant dysregulation of DNA repair intermediates (WRN, p53, RECQ5, MST1R, and WDR70) in a time-dependent manner. Furthermore, Western blot analysis demonstrated that saffron treatment induced changes in the expression of other key genes (DNMT1, DNMT3b, MBD2, CD44, HDAC3, c-Myc, NF-kB, TNFα, AR, N-RAS, and PTEN) in prostate cancer cells. Collectively, our findings demonstrate the important mechanisms by which saffron mediates anti-tumor properties in prostate cancer. These findings suggest that the use of saffron supplements alongside standard treatment protocols may yield beneficial effects for individuals with prostate cancer.
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  • 文章类型: Journal Article
    非同源末端连接(NHEJ)DNA修复基因的变体与各种人类综合征有关,包括小头畸形,生长延迟,范可尼贫血,和不同的遗传性癌症。然而,以前,在系统地记录NHEJ变异的潜在分子后果及其与表型结局的联系方面,人们做得很少.在这项研究中,NHEJ系统主要成分的2983多个错义变体的列表,包括DNA连接酶IV,DNA-PKcs,Ku70/80和XRCC4,在临床文献中报道,最初收集。使用计算机生物物理工具评估变体的分子后果,以定量评估其对蛋白质折叠的影响。动力学,稳定性,和互动。对这些NHEJ因素中的致癌和群体变异进行统计分析以鉴定分子驱动因素。策划了已知在癌症中突变的基因的NHEJ变体的综合目录,为更好地了解它们在疾病中的作用和分子机制提供资源。变异分析强调了不同蛋白质之间的不同分子驱动因素,锚蛋白中的癌症驱动变体,例如Ku70/80,更有可能影响关键的蛋白质-蛋白质相互作用,而酶成分中的那些,例如DNA-PKcs,可能在经历纯化选择的不耐受区域中发现。我们相信,在我们的数据库中获得的信息将是一个强大的资源,以更好地了解非同源末端连接DNA修复在遗传疾病中的作用,并将作为激发其他调查进一步了解这种疾病的来源,对于改进治疗策略的发展至关重要。
    Variants in non-homologous end joining (NHEJ) DNA repair genes are associated with various human syndromes, including microcephaly, growth delay, Fanconi anemia, and different hereditary cancers. However, very little has been done previously to systematically record the underlying molecular consequences of NHEJ variants and their link to phenotypic outcomes. In this study, a list of over 2983 missense variants of the principal components of the NHEJ system, including DNA Ligase IV, DNA-PKcs, Ku70/80 and XRCC4, reported in the clinical literature, was initially collected. The molecular consequences of variants were evaluated using in silico biophysical tools to quantitatively assess their impact on protein folding, dynamics, stability, and interactions. Cancer-causing and population variants within these NHEJ factors were statistically analyzed to identify molecular drivers. A comprehensive catalog of NHEJ variants from genes known to be mutated in cancer was curated, providing a resource for better understanding their role and molecular mechanisms in diseases. The variant analysis highlighted different molecular drivers among the distinct proteins, where cancer-driving variants in anchor proteins, such as Ku70/80, were more likely to affect key protein-protein interactions, whilst those in the enzymatic components, such as DNA-PKcs, were likely to be found in intolerant regions undergoing purifying selection. We believe that the information acquired in our database will be a powerful resource to better understand the role of non-homologous end-joining DNA repair in genetic disorders, and will serve as a source to inspire other investigations to understand the disease further, vital for the development of improved therapeutic strategies.
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  • 文章类型: Journal Article
    肾透明细胞癌(ccRCC)治疗近年来经历了三大范式转变,首先是分子靶向治疗的引入,然后用免疫检查点抑制剂,and,最近,基于免疫的组合。然而,到目前为止,尚未确定ccRCC对靶向药物反应的分子预测因子。肾肿瘤的WHO2022分类引入了分子定义的RCC类别,这是朝着更好的RCC分子谱分析方向迈出的第一步。我们回顾了ccRCC临床感兴趣的已知基因组改变的文献数据,讨论它们的预后和预测作用。特别是,我们探讨了VHL的作用,mTOR,染色质调节剂,DNA修复基因,细胞周期蛋白依赖性激酶,和肿瘤突变负担。RCC是一种肿瘤,其关键的基因组改变具有多效性作用,这些效应的相互作用决定了肿瘤的表型和临床行为。因此,很难找到一个单一的基因组预测因子,但更有可能鉴定出可能影响预后和对特定治疗反应的基因改变的特征。为了完成这项任务,需要对大量临床和基因组数据进行插值。然而,基因组分析有可能改变现实世界的临床实践设置.
    Clear cell renal cell carcinoma (ccRCC) treatment has undergone three major paradigm shifts in recent years, first with the introduction of molecular targeted therapies, then with immune checkpoint inhibitors, and, more recently, with immune-based combinations. However, to date, molecular predictors of response to targeted agents have not been identified for ccRCC. The WHO 2022 classification of renal neoplasms introduced the molecularly defined RCC class, which is a first step in the direction of a better molecular profiling of RCC. We reviewed the literature data on known genomic alterations of clinical interest in ccRCC, discussing their prognostic and predictive role. In particular, we explored the role of VHL, mTOR, chromatin modulators, DNA repair genes, cyclin-dependent kinases, and tumor mutation burden. RCC is a tumor whose pivotal genomic alterations have pleiotropic effects, and the interplay of these effects determines the tumor phenotype and its clinical behavior. Therefore, it is difficult to find a single genomic predictive factor, but it is more likely to identify a signature of gene alterations that could impact prognosis and response to specific treatment. To accomplish this task, the interpolation of large amounts of clinical and genomic data is needed. Nevertheless, genomic profiling has the potential to change real-world clinical practice settings.
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  • 文章类型: Journal Article
    未经评估:表观遗传标记已被提议为早期更改,在亚细胞水平,在疾病发展中。为了找到更具体的生物标志物对职业暴露于毒物的影响,已经进行了外周血细胞中的DNA甲基化研究。这篇综述的目的是总结和对比有关暴露于有毒物质的工人的血细胞中DNA甲基化的发现。
    UNASSIGNED:使用PubMed和WebofScience进行了文献检索。经过第一次筛选,我们放弃了所有在体外和实验动物中进行的研究,以及在外周血细胞以外的其他细胞类型中进行的那些。结果:116篇原创研究论文符合既定标准,2007年至2022年出版。最常见的暴露/劳动群体是苯(18.9%)多环芳烃(15.5%),颗粒物(10.3%),铅(8.6%),农药(7.7%),辐射(4.3%),挥发性有机化合物混合物(4.3%),焊接烟气(3.4%)铬(2.5%),甲苯(2.5%),消防员(2.5%),煤炭(1.7%),美发师(1.7%),纳米颗粒(1.7%),氯乙烯(1.7%),和其他人。很少进行纵向研究,以及很少有人探索线粒体DNA甲基化。甲基化平台已经从重复元件(全局甲基化)的分析演变而来,基因特异性启动子甲基化,全表观基因组研究。报道最多的观察结果是与对照组相比,暴露组的整体低甲基化以及启动子高甲基化。而DNA修复/癌基因的甲基化研究最多;全基因组研究检测差异甲基化区域,可能是低甲基化或高甲基化。
    未经评估:纵向研究的一些证据表明,在横截面设计中观察到的修改可能是暂时的;然后,我们不能说DNA甲基化改变是疾病发展的预测由于这些暴露。
    UNASSIGNED:由于所研究基因的异质性,缺乏纵向研究,我们还远未将DNA甲基化变化视为职业暴露影响的生物标志物,我们也不能为那些与所研究的暴露相关的表观遗传修饰建立明确的功能或病理相关性。
    Epigenetic marks have been proposed as early changes, at the subcellular level, in disease development. To find more specific biomarkers of effect in occupational exposures to toxicants, DNA methylation studies in peripheral blood cells have been performed. The goal of this review is to summarize and contrast findings about DNA methylation in blood cells from workers exposed to toxicants.
    A literature search was performed using PubMed and Web of Science. After first screening, we discarded all studies performed in vitro and in experimental animals, as well as those performed in other cell types other than peripheral blood cells. Results: 116 original research papers met the established criteria, published from 2007 to 2022. The most frequent investigated exposures/labor group were for benzene (18.9%) polycyclic aromatic hydrocarbons (15.5%), particulate matter (10.3%), lead (8.6%), pesticides (7.7%), radiation (4.3%), volatile organic compound mixtures (4.3%), welding fumes (3.4%) chromium (2.5%), toluene (2.5%), firefighters (2.5%), coal (1.7%), hairdressers (1.7%), nanoparticles (1.7%), vinyl chloride (1.7%), and others. Few longitudinal studies have been performed, as well as few of them have explored mitochondrial DNA methylation. Methylation platforms have evolved from analysis in repetitive elements (global methylation), gene-specific promoter methylation, to epigenome-wide studies. The most reported observations were global hypomethylation as well as promoter hypermethylation in exposed groups compared to controls, while methylation at DNA repair/oncogenes genes were the most studied; studies from genome-wide studies detect differentially methylated regions, which could be either hypo or hypermethylated.
    Some evidence from longitudinal studies suggest that modifications observed in cross-sectional designs may be transitory; then, we cannot say that DNA methylation changes are predictive of disease development due to those exposures.
    Due to the heterogeneity in the genes studied, and scarcity of longitudinal studies, we are far away from considering DNA methylation changes as biomarkers of effect in occupational exposures, and nor can we establish a clear functional or pathological correlate for those epigenetic modifications associated with the studied exposures.
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  • 文章类型: Journal Article
    上皮性卵巢癌(EOC)因晚期诊断和频繁的治疗抵抗而导致高死亡率。先前的研究结果表明,DNA修复系统参与癌症患者的治疗反应,DNA修复基因是新疗法的有希望的靶标。这项研究旨在解决基因表达水平之间复杂的相互关系,甲基化谱,和DNA修复基因的体细胞突变与EOC预后和治疗耐药状态。我们发现EOC患者中DUT表达与腹膜转移的存在显着关联。与其他亚型相比,高级浆液性EOC亚型富含TP53突变。此外,XPC和PRKDC的体细胞突变与EOC患者的总体生存率下降显著相关,观察到铂耐药患者的FAAP20表达高于铂敏感患者。我们发现铂耐药患者的RAD50甲基化高于铂敏感患者。BRCA1和RAD9A的体细胞突变与铂敏感型EOC患者的RBBP8甲基化水平高于铂耐药型EOC患者。总之,我们发现来自DNA修复途径的几个候选基因与EOC患者的预后和铂类耐药状态有关,作为潜在的预测性生物标志物值得进一步验证。
    Epithelial ovarian carcinoma (EOC) is known for high mortality due to diagnosis at advanced stages and frequent therapy resistance. Previous findings suggested that the DNA repair system is involved in the therapeutic response of cancer patients and DNA repair genes are promising targets for novel therapies. This study aimed to address complex inter-relations among gene expression levels, methylation profiles, and somatic mutations in DNA repair genes and EOC prognosis and therapy resistance status. We found significant associations of DUT expression with the presence of peritoneal metastases in EOC patients. The high-grade serous EOC subtype was enriched with TP53 mutations compared to other subtypes. Furthermore, somatic mutations in XPC and PRKDC were significantly associated with worse overall survival of EOC patients, and higher FAAP20 expression in platinum-resistant than platinum-sensitive patients was observed. We found higher methylation of RAD50 in platinum-resistant than in platinum-sensitive patients. Somatic mutations in BRCA1 and RAD9A were significantly associated with higher RBBP8 methylation in platinum-sensitive compared to platinum-resistant EOC patients. In conclusion, we discovered associations of several candidate genes from the DNA repair pathway with the prognosis and platinum resistance status of EOC patients, which deserve further validation as potential predictive biomarkers.
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  • 文章类型: English Abstract
    Due to the increasing accessibility, molecular diagnostics are becoming more important in urology. There are validated predictive and prognostic biomarkers available for prostate cancer. This has clinical implications for screening diagnosis and personalized treatment options. The best known examples are mutations in the DNA damage repair genes breast cancer 1 (BRCA1) and BRCA2 for which the poly (ADP-ribose) polymerase (PARP) inhibitor olaparib has been approved in 2020. This continuous progress enables a more tumor-specific and personalized treatment for prostate cancer. In order to provide this precision medicine, it is necessary to know the most important basic principles, have a close-knit interdisciplinary cooperation and access to a molecular tumor board due to the increased complexity.
    UNASSIGNED: Die molekulargenetische Diagnostik gewinnt in der Urologie durch die zunehmende Verfügbarkeit immer mehr an Bedeutung. Auch für das Prostatakarzinom sind bereits validierte prädiktive und prognostische Biomarker bekannt. Dies ist vor allem in Bezug auf Screening, Diagnose und individuelle Therapieoptionen von klinischer Relevanz. Das bekannteste Beispiel sind BRCA1(„breast cancer 1“)/BRCA2-Mutationen aus der Gruppe der DNA-Reparaturmechanismus-Gene, bei deren Vorliegen der PARP(Poly-ADP-Ribose-Polymerase)-Inhibitor Olaparib seit 2020 zugelassen ist. Durch die ständige Weiterentwicklung wird eine tumorspezifische Therapie auch für das Prostatakarzinom vermehrt möglich. Um eine entsprechende Präzisionsmedizin anbieten zu können, bedarf es jedoch der Kenntnis der wichtigsten Grundprinzipien, einer engen interdisziplinären Zusammenarbeit sowie aufgrund der zunehmenden Komplexität eines molekularen Tumorboards.
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  • 文章类型: Journal Article
    DNA是所有生物体的基因储存库,它受到化学和物理因素的不断变化。任何改变,如果不修理,侵蚀遗传信息并导致突变和疾病。为了确保总体生存,健壮的DNA修复机制和损伤旁路机制已经进化,以确保DNA在保持其完整性的同时不断受到保护,免受潜在的有害损伤。毫不奇怪,DNA修复基因的缺陷会影响代谢过程,这可以在某些类型的癌症中看到,DNA修复途径被破坏和失调,导致基因组不稳定。对构成DNA修复网络的基因和过程的复杂网络进行数学建模不仅可以深入了解细胞如何识别突变并做出反应。但它也可能揭示参与修复过程的基因是否可以被控制。由于这种网络的复杂性以及需要数学模型和软件平台来模拟不同的调查场景,必须有一种自动的方法将这个网络转换成数学模型。在本文中,我们对DNA修复中的一个网络进行了拓扑分析,特异性同源重组修复(HR)。我们提出了一种自动构造速率方程系统以描述网络动力学的方法,并提供了模型的数值模拟结果以及模型对参数的敏感性分析。在过去,动态建模和敏感性分析已用于研究肿瘤对癌症药物反应的演变。然而,到目前为止,数学模型的自动生成及其对参数敏感性的研究尚未应用于DNA修复网络的研究。因此,我们提出了这个应用程序作为医学研究癌症的方法,因为它可以深入了解一种可能的方法,通过该方法可以识别和控制网络的中心节点和修复基因,最终目标是帮助癌症治疗以对抗癌症的发作及其进展。
    DNA is the genetic repository for all living organisms, and it is subject to constant changes caused by chemical and physical factors. Any change, if not repaired, erodes the genetic information and causes mutations and diseases. To ensure overall survival, robust DNA repair mechanisms and damage-bypass mechanisms have evolved to ensure that the DNA is constantly protected against potentially deleterious damage while maintaining its integrity. Not surprisingly, defects in DNA repair genes affect metabolic processes, and this can be seen in some types of cancer, where DNA repair pathways are disrupted and deregulated, resulting in genome instability. Mathematically modelling the complex network of genes and processes that make up the DNA repair network will not only provide insight into how cells recognise and react to mutations, but it may also reveal whether or not genes involved in the repair process can be controlled. Due to the complexity of this network and the need for a mathematical model and software platform to simulate different investigation scenarios, there must be an automatic way to convert this network into a mathematical model. In this paper, we present a topological analysis of one of the networks in DNA repair, specifically homologous recombination repair (HR). We propose a method for the automatic construction of a system of rate equations to describe network dynamics and present results of a numerical simulation of the model and model sensitivity analysis to the parameters. In the past, dynamic modelling and sensitivity analysis have been used to study the evolution of tumours in response to drugs in cancer medicine. However, automatic generation of a mathematical model and the study of its sensitivity to parameter have not been applied to research on the DNA repair network so far. Therefore, we present this application as an approach for medical research against cancer, since it could give insight into a possible approach with which central nodes of the networks and repair genes could be identified and controlled with the ultimate goal of aiding cancer therapy to fight the onset of cancer and its progression.
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