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Epigenetic effects of high-fat diet on intestinal tumorigenesis in C57BL/6J-Apc Min/+ mice. 高脂饮食对C57BL/6J-Apc Min/+小鼠肠道肿瘤发生的表观遗传影响
Pub Date : 2023-01-01 DOI: 10.20517/jtgg.2022.16
Dan C Qu, Devin Neu, Zain Q Khawaja, Ruoyu Wang, Cynthia F Bartels, Katreya Lovrenert, Ernest R Chan, Anne E Hill-Baskin, Peter C Scacheri, Nathan A Berger

Aim: Obesity and obesogenic diets might partly accelerate cancer development through epigenetic mechanisms. To determine these early effects, we investigated the impact of three days of a high-fat diet on epigenomic and transcriptomic changes in Apc Min/+ murine intestinal epithelia.

Method: ChIP-Seq and RNA-Seq were performed on small intestinal epithelia of WT and Apc Min/+ male mice fed high-fat diet (HFD) or low-fat diet (LFD) for three days to identify genomic regions associated with differential H3K27ac levels as a marker of variant enhancer loci (VELs) as well as differentially expressed genes (DEGs).

Results: Regarding epigenetic and transcriptomic changes, diet type (LFD vs. HFD) showed a significant impact, and genotype (WT vs.Apc Min/+) showed a small impact. Compared to LFD, HFD resulted in 1306 gained VELs, 230 lost VELs, 133 upregulated genes, and 127 downregulated genes in WT mice, with 1056 gained VELs, 371 lost VELs, 222 upregulated genes, and 182 downregulated genes in Apc Min/+ mice. Compared to the WT genotype, the Apc Min/+ genotype resulted in zero changed VELs for either diet type group, 21 DEGs for LFD, and 48 DEGs for HFD. Most gained VELs, and upregulated genes were associated with lipid metabolic processes. Gained VELs were also associated with Wnt signaling. Downregulated genes were associated with antigen presentation and processing.

Conclusion: Three days of HFD-induced epigenomic and transcriptomic changes involving metabolic and immunologic pathways that may promote tumor growth in the genetically predisposed murine intestine without affecting key cancer signaling pathways.

目的:肥胖和致肥性饮食可能通过表观遗传机制部分加速癌症的发展。为了确定这些早期影响,我们研究了三天高脂肪饮食对Apc Min/+小鼠肠上皮表观基因组和转录组变化的影响。方法:采用ChIP-Seq和RNA-Seq方法对高脂饮食(HFD)和低脂饮食(LFD)喂养3天的WT和Apc Min/+雄性小鼠的小肠上皮进行检测,鉴定与H3K27ac水平差异相关的基因组区域,作为变异增强子位点(vel)和差异表达基因(DEGs)的标记。结果:在表观遗传和转录组学变化方面,饮食类型(LFD vs. HFD)的影响显著,基因类型(WT vs. apc Min/+)的影响较小。与LFD相比,HFD导致WT小鼠获得1306个vel, 230个vel缺失,133个上调基因,127个下调基因,Apc Min/+小鼠获得1056个vel, 371个vel缺失,222个上调基因,182个下调基因。与WT基因型相比,Apc Min/+基因型导致两种饮食类型组的vel变化为零,低脂饮食组为21℃,高脂饮食组为48℃。大多数获得了vel,并且上调的基因与脂质代谢过程相关。获得的vel也与Wnt信号有关。下调的基因与抗原呈递和加工有关。结论:hfd诱导的3天表观基因组和转录组变化涉及代谢和免疫途径,可能促进遗传易感小鼠肠道肿瘤生长,但不影响关键的癌症信号通路。
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引用次数: 1
Genomics in practice - a review of inherited cardiac conditions 基因组学在实践中——对遗传性心脏病的回顾
Pub Date : 2023-01-01 DOI: 10.20517/jtgg.2022.20
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引用次数: 0
Local causal pathway discovery for single-cell RNA sequencing count data: a benchmark study 单细胞RNA测序计数数据的局部因果通路发现:基准研究
Pub Date : 2023-01-01 DOI: 10.20517/jtgg.2022.22
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引用次数: 0
Mechanisms regulating mitochondrial DNA quality control 调节线粒体DNA质量控制的机制
Pub Date : 2023-01-01 DOI: 10.20517/jtgg.2023.0
Nitish Dua, Anjana Badrinarayanan
Maintenance of genome integrity is essential for cellular survival. There are mechanisms utilized by the cells to sense and respond to assaults on genomic DNA. These mechanisms are conserved across all domains of life and are collectively called the DNA damage response pathways. However, eukaryotic cells also have extrachromosomal DNA in mitochondria (mtDNA), which is indispensable for mitochondrial function, and hence cell survival. Indeed, impaired mitochondrial activity arising due to mutations in mtDNA has been found to be associated with many human pathologies. Despite its importance, our understanding of how cells ensure mtDNA genome integrity is limited. Since mitochondria do not encode for machinery required for the maintenance of their own genomes, they depend on the nucleus for replication, transcription, and repair processes. This adds a layer of complexity with the requirement for organelle crosstalk and coordination in response to mtDNA damage. This review summarizes recent findings that provide new insights into mechanisms involved in mtDNA quality control, acting at the level of mtDNA or organelle and also discusses a few new avenues of research towards a comprehensive understanding of the “mtDNA damage response”.
维持基因组的完整性对细胞的生存至关重要。细胞利用一些机制来感知和响应对基因组DNA的攻击。这些机制在生命的所有领域都是保守的,统称为DNA损伤反应途径。然而,真核细胞在线粒体中也有染色体外DNA (mtDNA),这对于线粒体功能和细胞存活是必不可少的。事实上,由于mtDNA突变引起的线粒体活性受损已被发现与许多人类疾病有关。尽管它很重要,但我们对细胞如何确保mtDNA基因组完整性的理解有限。由于线粒体不编码维持自身基因组所需的机制,因此它们依赖于细胞核进行复制、转录和修复过程。这增加了一层复杂性,需要细胞器串扰和协调来响应mtDNA损伤。这篇综述总结了最近的研究发现,为mtDNA质量控制机制提供了新的见解,在mtDNA或细胞器水平上起作用,并讨论了一些新的研究途径,以全面了解“mtDNA损伤反应”。
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引用次数: 0
Acknowledgment to reviewers of Journal of Translational Genetics and Genomics in 2022 感谢2022年《Journal of Translational Genetics and Genomics》的审稿人
Pub Date : 2023-01-01 DOI: 10.20517/jtgg.2023.03
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引用次数: 0
Pharmacogenomic screening for agranulocytosis and efficacy with clozapine 氯氮平对粒细胞缺乏症的药物基因组学筛查及其疗效
Pub Date : 2023-01-01 DOI: 10.20517/jtgg.2023.11
M. Shad
Aim: To review genetic biomarkers of agranulocytosis and efficacy with clozapine as a screening tool for the safe and effective use of clozapine. Methods: A PubMed search was performed using PRISMA guidelines for English articles. Separate searches were conducted using “clozapine” AND “agranulocytosis,” and “clozapine” AND (“response” OR efficacy “outcome”) AND “schizophrenia”. Eligible studies reported positive findings with genetic polymorphism(s) associated with clozapine-induced agranulocytosis (CIA) and clozapine’s efficacy. Case reports/series, abstracts, systematic reviews, and meta-analyses were excluded. Negative and genome-wide studies were not formally reviewed but included in the discussion. Results: Twelve out of 572 CIA studies and 32 out of 126 efficacy studies met the eligibility criteria for this review. Most reviewed studies were conducted in small samples of Jewish, Caucasian, and Asian populations using a candidate gene approach. Conclusion: Future research needs to address the limitations of the findings from the reviewed studies to enable a combined genetic screening for CIA and clozapine response to optimize the safe and effective use of clozapine without unnecessarily exposing potential clozapine nonresponders to CIA or neutropenia.
目的:回顾氯氮平对粒细胞缺乏症的遗传生物标志物和疗效,作为氯氮平安全有效使用的筛选工具。方法:使用PRISMA指南对英文文章进行PubMed检索。分别使用“氯氮平”和“粒细胞缺乏症”、“氯氮平”和(“反应”或“疗效”)和“精神分裂症”进行搜索。符合条件的研究报告了与氯氮平诱导的粒细胞缺乏症(CIA)和氯氮平疗效相关的基因多态性阳性结果。排除病例报告/系列、摘要、系统评价和荟萃分析。阴性和全基因组研究没有正式审查,但包括在讨论中。结果:572项CIA研究中有12项和126项疗效研究中有32项符合本综述的资格标准。大多数研究都是在犹太人、高加索人和亚洲人的小样本中使用候选基因方法进行的。结论:未来的研究需要解决所回顾研究结果的局限性,以便对CIA和氯氮平反应进行联合遗传筛查,以优化氯氮平的安全有效使用,而不会不必要地使潜在的氯氮平无应答者暴露于CIA或中性粒细胞减少症。
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引用次数: 0
Zebrafish models of inherited retinal dystrophies 遗传性视网膜营养不良斑马鱼模型
Pub Date : 2022-02-08 DOI: 10.20517/jtgg.2021.47
B. Perkins
Inherited retinal degenerations (IRDs) cause permanent vision impairment or vision loss due to the death of rod and cone photoreceptors. Animal models of IRDs have been instrumental in providing knowledge of the pathological mechanisms that cause photoreceptor death and in developing successful approaches that could slow or prevent vision loss. Zebrafish models of IRDs represent an ideal model system to study IRDs in a cone-rich retina and to test strategies that exploit the natural ability to regenerate damaged neurons. This review highlights those zebrafish mutants and transgenic lines that exhibit adult-onset retinal degeneration and serve as models of retinitis pigmentosa, cone-rod dystrophy, and ciliopathies.
遗传性视网膜退化(IRD)会导致永久性视力损伤或因视杆和视锥感光器死亡而导致的视力丧失。IRD的动物模型在提供导致光感受器死亡的病理机制知识以及开发减缓或预防视力丧失的成功方法方面发挥了重要作用。斑马鱼IRD模型代表了一个理想的模型系统,用于研究富含视锥的视网膜中的IRD,并测试利用自然能力再生受损神经元的策略。这篇综述重点介绍了那些表现出成年视网膜变性的斑马鱼突变体和转基因系,它们是视网膜色素变性、视锥杆营养不良和纤毛病的模型。
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引用次数: 5
Identification of molecular signatures and pathways of obese breast cancer gene expression data by a machine learning algorithm 通过机器学习算法识别肥胖乳腺癌基因表达数据的分子特征和途径
Pub Date : 2022-01-01 DOI: 10.20517/jtgg.2021.44
Betul Comertpay, E. Gov
Aim: Currently, the obesity epidemic is one of the biggest problems for human health. Obesity is impacted on survival in patients with breast cancer. However, key biomarkers of obesity-related breast cancer risk are still not well known. Thus, using machine learning to identify the most appropriate features in obesity-associated breast cancer patients may improve the predictive accuracy and interpretability of regression models. Methods: In the present study, we identified 23 differentially expressed genes (DEGs) from the GSE24185 transcriptome dataset. Seed genes were identified from DEGs, the co-expression network genes and hub genes of the protein-protein interaction network. Pathway enrichment analysis was performed for DEGs. The Ridge penalty regression model was executed by using P-values of enriched pathways and seed gene pathway association score to obtain the most relevant molecular signatures. The model was performed using 10-fold cross-validation to fit the penalized models. Results: Angiotensin II receptor type 1 (AGTR1), cyclin D1 (CCND1), glutamate ionotropic receptor AMPA type subunit 2 (GRIA2), interleukin-6 cytokine family signal transducer (IL6ST), matrix metallopeptidase 9 (MMP9), and protein kinase CAMP-dependent type II regulatory subunit beta (PRKAR2B) were considered as candidate molecular signatures of obese patients with breast cancer. In addition, RAF-independent MAPK1/3 activation, collagen degradation, bladder cancer, drug metabolism-cytochrome P450, and signaling by Hedgehog pathways in cancer were primarily associated with obesity-associated breast cancer. Conclusion: These genes may be used for risk analysis of the disease progression of obese patients with breast cancer. Corresponding genes and pathways should be validated via experimental studies.
目的:目前,肥胖是人类健康面临的最大问题之一。肥胖会影响乳腺癌患者的生存。然而,肥胖相关乳腺癌风险的关键生物标志物仍不为人所知。因此,使用机器学习来识别与肥胖相关的乳腺癌患者中最合适的特征可能会提高回归模型的预测准确性和可解释性。方法:在本研究中,我们从GSE24185转录组数据集中鉴定了23个差异表达基因(DEGs)。从deg、共表达网络基因和蛋白-蛋白相互作用网络枢纽基因中鉴定种子基因。对DEGs进行途径富集分析。利用富集通路的p值和种子基因通路关联评分进行Ridge惩罚回归模型,获得最相关的分子特征。模型使用10倍交叉验证来拟合惩罚模型。结果:血管紧张素II受体1型(AGTR1)、细胞周期蛋白D1 (CCND1)、谷氨酸嗜离子受体AMPA型亚基2 (GRIA2)、白细胞介素-6细胞因子家族信号转导器(IL6ST)、基质金属肽酶9 (MMP9)、蛋白激酶camp依赖性II型调节亚基β (PRKAR2B)被认为是肥胖乳腺癌患者的候选分子特征。此外,raf独立的MAPK1/3激活、胶原降解、膀胱癌、药物代谢-细胞色素P450以及癌症中Hedgehog通路的信号传导主要与肥胖相关的乳腺癌相关。结论:这些基因可用于肥胖乳腺癌患者疾病进展的风险分析。相应的基因和通路需要通过实验研究来验证。
{"title":"Identification of molecular signatures and pathways of obese breast cancer gene expression data by a machine learning algorithm","authors":"Betul Comertpay, E. Gov","doi":"10.20517/jtgg.2021.44","DOIUrl":"https://doi.org/10.20517/jtgg.2021.44","url":null,"abstract":"Aim: Currently, the obesity epidemic is one of the biggest problems for human health. Obesity is impacted on survival in patients with breast cancer. However, key biomarkers of obesity-related breast cancer risk are still not well known. Thus, using machine learning to identify the most appropriate features in obesity-associated breast cancer patients may improve the predictive accuracy and interpretability of regression models. Methods: In the present study, we identified 23 differentially expressed genes (DEGs) from the GSE24185 transcriptome dataset. Seed genes were identified from DEGs, the co-expression network genes and hub genes of the protein-protein interaction network. Pathway enrichment analysis was performed for DEGs. The Ridge penalty regression model was executed by using P-values of enriched pathways and seed gene pathway association score to obtain the most relevant molecular signatures. The model was performed using 10-fold cross-validation to fit the penalized models. Results: Angiotensin II receptor type 1 (AGTR1), cyclin D1 (CCND1), glutamate ionotropic receptor AMPA type subunit 2 (GRIA2), interleukin-6 cytokine family signal transducer (IL6ST), matrix metallopeptidase 9 (MMP9), and protein kinase CAMP-dependent type II regulatory subunit beta (PRKAR2B) were considered as candidate molecular signatures of obese patients with breast cancer. In addition, RAF-independent MAPK1/3 activation, collagen degradation, bladder cancer, drug metabolism-cytochrome P450, and signaling by Hedgehog pathways in cancer were primarily associated with obesity-associated breast cancer. Conclusion: These genes may be used for risk analysis of the disease progression of obese patients with breast cancer. Corresponding genes and pathways should be validated via experimental studies.","PeriodicalId":73999,"journal":{"name":"Journal of translational genetics and genomics","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"67658110","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Estrogen and DNA damage modulate mRNA levels of genes involved in homologous recombination repair in estrogen-deprived cells 雌激素和DNA损伤可调节雌激素缺失细胞中参与同源重组修复的基因mRNA水平
Pub Date : 2022-01-01 DOI: 10.20517/jtgg.2021.58
L. Zach, Lia Yedidia-Aryeh, M. Goldberg
Aims: Breast and ovarian cancers are frequently associated with mutations in genes involved in DNA double-strand break (DSB) repair by homologous recombination (HR). Risk factors for breast cancer are often linked to estrogen-related pathways. Here, we studied the crosslink between estrogen and the HR pathway. Methods: We analyzed, using online annotation tolls, the enrichment of candidate estrogen-upregulated genes among DNA repair pathways. We analyzed how estrogen modulates mRNA levels of HR repair (HRR) genes in estrogen-receptor (ER)-positive cells. The cells were deprived of estrogen, and the mRNA levels of HRR genes were determined using real-time polymerase chain reaction, following estrogen addition as well as DNA damage induction. In addition, we examined the effect of estrogen on DNA repair, by immuno-fluorescence analysis, using the DSB marker phospho-histone H2AX, as an indicator for DSB repair. Finally, we performed a clonogenic survival assay to determine the effect of estrogen on cell survival. Results: We discovered that genes whose mRNA levels are upregulated by estrogen are strongly associated with the HR pathway. We validated that estrogen upregulates mRNA levels of the HRR genes MRE11, RAD50, and PALB2, which have not been previously shown to be regulated by estrogen. Additionally, we revealed that DNA damage induces an upsurge in mRNAs encoding BRCA1, MRE11, RAD50, PALB2, and CtIP, in ER-positive cells deprived of estrogen. Notably, DSB repair was impaired in ER-positive cells deprived of estrogen, compared to cells exposed to the hormone. We also established that ER-positive cells deprived of estrogen are hypersensitive to DSBs. Conclusion: These results suggest that exposure of ER-positive cells to estrogen triggers the expression of HRR genes, which is required to meet the increased repair demands due to the proliferating effect induced by estrogen. This may explain the higher chances of developing estrogen-dependent cancers due to mutations in HRR genes.
目的:乳腺癌和卵巢癌通常与参与DNA双链断裂(DSB)同源重组(HR)修复的基因突变有关。乳腺癌的危险因素通常与雌激素相关的途径有关。在这里,我们研究了雌激素与HR通路之间的交联。方法:我们使用在线注释工具分析了DNA修复途径中候选雌激素上调基因的富集情况。我们分析了雌激素如何调节雌激素受体(ER)阳性细胞中HR修复(HRR)基因的mRNA水平。细胞被剥夺雌激素,在添加雌激素和DNA损伤诱导后,使用实时聚合酶链反应测定HRR基因的mRNA水平。此外,我们通过免疫荧光分析检测了雌激素对DNA修复的影响,使用DSB标记磷酸化组蛋白H2AX作为DSB修复的指标。最后,我们进行了克隆生存试验,以确定雌激素对细胞存活的影响。结果:我们发现雌激素上调mRNA水平的基因与HR通路密切相关。我们证实了雌激素上调HRR基因MRE11、RAD50和PALB2的mRNA水平,而这些基因此前并未被雌激素调节。此外,我们发现DNA损伤诱导编码BRCA1、MRE11、RAD50、PALB2和CtIP的mrna在雌激素受体阳性细胞中激增。值得注意的是,与暴露于激素的细胞相比,缺乏雌激素的er阳性细胞的DSB修复受损。我们还证实,雌激素被剥夺的er阳性细胞对DSBs过敏。结论:雌激素受体阳性细胞暴露于雌激素后可触发HRR基因的表达,以满足雌激素诱导的增殖作用所增加的修复需求。这可能解释了HRR基因突变导致雌激素依赖性癌症的较高几率。
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引用次数: 2
NUT midline carcinoma presenting initially as thyroid cancer: a case report and review of treatment NUT中线癌最初表现为甲状腺癌:1例报告及治疗回顾
Pub Date : 2022-01-01 DOI: 10.20517/jtgg.2022.06
M. Neumann, Adam M. Hines, Q. Chang, N. Seetharamu, Carlos A. Lopez
The purpose of this abstract is to provide data on a 27-year-old woman with a rare and rapidly progressive cancer, Nuclear in Testis (NUT) carcinoma (NC), and to highlight possible treatment options for her specific gene translocation of NSD3-NUT. To our knowledge, this is the first case in the literature that was presented initially as anaplastic thyroid cancer. We propose that targeted therapy with a histone lysine methyltransferase inhibitor may be of benefit as adjunctive therapy in patients with the NSD3-NUT gene translocation.
摘要的目的是提供一个27岁的女性罕见的和快速进展的癌症,睾丸核(NUT)癌(NC)的数据,并强调可能的治疗方案,为她的特定基因易位NSD3-NUT。据我们所知,这是文献中第一例最初被认为是间变性甲状腺癌的病例。我们建议使用组蛋白赖氨酸甲基转移酶抑制剂进行靶向治疗,作为NSD3-NUT基因易位患者的辅助治疗可能是有益的。
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引用次数: 0
期刊
Journal of translational genetics and genomics
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