Genes, Mitochondrial

基因, 线粒体
  • 文章类型: Journal Article
    昆虫线粒体基因组(有丝分裂基因组)通常由保守的基因顺序表示。粉虱在其有丝分裂基因组中表现出基因重排;然而,由于有丝分裂基因组的数量有限,尚不清楚核苷酸取代率如何影响粉虱的基因重排。此外,选择压力驱动两个粉虱亚家族线粒体基因适应的机制尚不清楚。这里,我们分析了18个粉虱有丝分裂基因组,包括一个新产生的有丝分裂基因组,为了比较核苷酸取代率,选择压力,和基因安排。报道了新产生的有丝分裂基因组,以及对香皮的重新注释以及与其他粉虱有丝分裂基因组的比较。对18只粉虱的核苷酸组成的比较研究表明,GC偏度为正,确认链不对称的逆转。我们在两个粉虱亚家族中发现了11个重排的基因顺序,具有8-18个基因重排断点。与亚科Aleurodicinae相比,亚科Aleyrodinae的成员在基因顺序的进化中表现出更复杂的途径。我们的发现还表明,核苷酸取代率的增加或减少对描述中性相关性的任何基因重排方案都没有影响。选择压力分析显示,来自Aleurodicinae和Aleyrodinae亚家族成员的有丝分裂基因组的特征在于强烈的纯化选择压力。
    Insect mitochondrial genomes (mitogenomes) are usually represented by a conserved gene order. Whiteflies exhibit gene rearrangement in their mitogenomes; however, understanding how nucleotide substitution rates shape gene rearrangement in whiteflies is unclear due to the limited number of mitogenomes. Additionally, the mechanisms by which selection pressure drives adaptations in mitochondrial genes in the two subfamilies of whiteflies are not yet known. Here, we analyzed 18 whitefly mitogenomes, including one newly generated mitogenome, to compare nucleotide substitution rates, selection pressure, and gene arrangements. The newly generated mitogenome is reported along with reannotation of Pealius mori and comparisons to other whitefly mitogenomes. Comparative studies on nucleotide composition of 18 whiteflies revealed the positive GC skewness, confirming the reversal of strand asymmetry. We found 11 rearranged gene orders within two subfamilies of whiteflies with 8-18 breakpoints of gene rearrangements. Members of the subfamily Aleyrodinae exhibit more complex pathways in the evolution of gene order as compared to the subfamily Aleurodicinae. Our findings also revealed that the increase or reduction of nucleotide substitution rates does not have an impact on any of the gene rearrangement scenarios depicting neutral correlation. Selection pressure analysis revealed that the mitogenomes from members of both the subfamilies Aleurodicinae and Aleyrodinae are characterized by intense purifying selection pressure.
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  • 文章类型: Journal Article
    背景:线粒体(MT)功能障碍是肝脏疾病的标志。然而,MT相关基因中的功能性变异如蛋白截短变异(PTV)对肝脏疾病风险的影响尚未得到广泛研究.
    方法:我们使用来自英国生物库442,603名参与者的全外显子组测序数据,在2466个MT相关的细胞核基因中提取了60,928个PTV。我们检查了它们与肝脏相关生物标志物代表的肝功能障碍以及慢性肝病和肝脏相关死亡率的风险的关联。
    结果:96.10%的参与者携带至少一个PTV。我们在P值<8.21e-07的阈值确定了866个与肝功能障碍正相关的PTV。这些PTV的编码基因主要富集在与脂质相关的通路中,脂肪酸,氨基酸,和碳水化合物代谢。1.07%(4721)的参与者中出现了866例PTV。与没有携带任何PTV的参与者相比,携带者为5.33倍(95%CI4.15-6.85),2.82倍(1.69-4.72),和4.41倍(3.04-6.41)增加肝纤维化和肝硬化的风险,肝癌,和肝脏疾病相关的死亡率,分别。这些不良反应在不同年龄的亚组中是一致的,性别,身体质量指数,吸烟状况,和高血压的存在,糖尿病,血脂异常,和代谢综合征。
    结论:我们的发现揭示了MT相关基因中PTV对肝病风险的显著影响,强调这些变异在确定肝病风险人群和促进早期临床干预方面的重要性。
    BACKGROUND: Mitochondrial (MT) dysfunction is a hallmark of liver diseases. However, the effects of functional variants such as protein truncating variants (PTVs) in MT-related genes on the risk of liver diseases have not been extensively explored.
    METHODS: We extracted 60,928 PTVs across 2466 MT-related nucleus genes using whole-exome sequencing data obtained from 442,603 participants in the UK Biobank. We examined their associations with liver dysfunction that represented by the liver-related biomarkers and the risks of chronic liver diseases and liver-related mortality.
    RESULTS: 96.10% of the total participants carried at least one PTV. We identified 866 PTVs that were positively associated with liver dysfunction at the threshold of P value < 8.21e - 07. The coding genes of these PTVs were mainly enriched in pathways related to lipid, fatty acid, amino acid, and carbohydrate metabolisms. The 866 PTVs were presented in 1.07% (4721) of participants. Compared with participants who did not carry any of the PTVs, the carriers had a 5.33-fold (95% CI 4.15-6.85), 2.82-fold (1.69-4.72), and 4.41-fold (3.04-6.41) increased risk for fibrosis and cirrhosis of liver, liver cancer, and liver disease-related mortality, respectively. These adverse effects were consistent across subgroups based on age, sex, body mass index, smoking status, and presence of hypertension, diabetes, dyslipidemia, and metabolic syndrome.
    CONCLUSIONS: Our findings revealed a significant impact of PTVs in MT-related genes on liver disease risk, highlighting the importance of these variants in identifying populations at risk of liver diseases and facilitating early clinical interventions.
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  • 文章类型: Journal Article
    Physellaacuta是原产于北美的淡水蜗牛。了解acuta的系统地理学和遗传结构将有助于阐明其进化。在这项研究中,我们使用线粒体(COI和16SrDNA)和核(ITS1)标记来鉴定物种并检查其遗传多样性,人口结构,以及泰国阿库塔疟原虫的人口历史。泰国与进化枝A有关的acuta的系统发育和网络分析,展示了全球分布。对种群遗传结构的分析表明,大多数成对比较没有遗传差异。按距离隔离检验表明,美洲青霉种群之间的遗传距离和地理距离之间没有显着相关性,表明基因流动不受距离的限制。人口统计学史和单倍型网络分析表明,阿库塔疟原虫的种群扩张,正如在中位数加入网络中检测到的星状结构所证明的那样。基于这些结果,我们得出的结论是,泰国的acuta表现出基因流动和最近的种群扩张。我们的研究结果为泰国acuta的遗传变异提供了基本见解。
    Physella acuta is a freshwater snail native to North America. Understanding the phylogeography and genetic structure of P. acuta will help elucidate its evolution. In this study, we used mitochondrial (COI and 16S rDNA) and nuclear (ITS1) markers to identify the species and examine its genetic diversity, population structure, and demographic history of P. acuta in Thailand. Phylogenetic and network analyses of P. acuta in Thailand pertained to clade A, which exhibits a global distribution. Analysis of the genetic structure of the population revealed that the majority of pairwise comparisons showed no genetic dissimilarity. An isolation-by-distance test indicates no significant correlation between genetic and geographical distances among P. acuta populations, suggesting that gene flow is not restricted by distance. Demographic history and haplotype network analyses suggest a population expansion of P. acuta, as evidenced by the star-like structure detected in the median-joining network. Based on these results, we concluded that P. acuta in Thailand showed gene flow and recent population expansion. Our findings provide fundamental insights into the genetic variation of P. acuta in Thailand.
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  • 文章类型: Journal Article
    运动偏好和栖息地类型可能会推动动物进化。在这项研究中,我们推测,运动偏好和栖息地类型可能对牛科线粒体基因有不同的影响。我们使用选择压力和统计分析来探索线粒体DNA(mtDNA)蛋白质编码基因(PCG)从不同运动偏好和栖息地类型的进化。我们的研究表明,运动偏好(能量需求)驱动了mtDNAPCG中牛科的进化。生境类型对牛科线粒体基因的进化速率没有显着影响。我们的研究为牛科的适应性提供了深刻的见解。
    Locomotor preferences and habitat types may drive animal evolution. In this study, we speculated that locomotor preference and habitat type may have diverse influences on Bovidae mitochondrial genes. We used selection pressure and statistical analysis to explore the evolution of mitochondrial DNA (mtDNA) protein-coding genes (PCGs) from diverse locomotor preferences and habitat types. Our study demonstrates that locomotor preference (energy demand) drives the evolution of Bovidae in mtDNA PCGs. The habitat types had no significant effect on the rate of evolution in Bovidae mitochondrial genes. Our study provides deep insight into the adaptation of Bovidae.
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  • 文章类型: Journal Article
    背景:结肠腺癌(COAD)是最常见的恶性肿瘤之一,发病率日益增高。参与细胞能量代谢的线粒体,氧自由基的产生,细胞凋亡在肿瘤发生和发展中起着重要作用。线粒体基因与COAD之间的关系仍然未知。方法:从UCSCXena数据库中列出包含512个样本的COAD数据。构建核线粒体相关基因(NMRGs)相关风险预后模型和预后列线图,并利用生物信息学方法对NMRGs相关基因突变和免疫环境进行分析。然后,构建结直肠癌肝转移模型,采用Westernblot法检测蛋白表达.结果:建立了COAD的预后模型。比较预后模型数据集和验证数据集在风险分组和预后方面显示出相当大的相关性。基于风险评分(RS)模型,将预后数据集的样本分为高危组和低危组.此外,两个危险组的病理N和T分期以及肿瘤复发差异显著。四个预后因素,在列线图生存模型中包括年龄和病理T分期也显示出优异的预测性能.最终获得了9个差异表达的NMRGs的最优组合,包括LARS2,PARS2,ETHE1,LRPPRC,TMEM70、AARS2、ACAD9、VARS2和ATP8A2。高RS组的免疫功能更加发炎,包括T和CD4+记忆细胞激活。此外,线粒体相关的LRPPRC和LARS2表达水平在体内异种移植物构建和肝转移试验中增加。结论:本研究建立了COAD的综合预后模型,整合了9个与核线粒体功能相关的基因。该模型在四个预后因素中表现出卓越的预测性能:年龄、病理T分期,肿瘤复发,和总体预后。有望成为提高COAD预后和治疗效果的有效模型。
    Background: Colon adenocarcinoma (COAD) has increasing incidence and is one of the most common malignant tumors. The mitochondria involved in cell energy metabolism, oxygen free radical generation, and cell apoptosis play important roles in tumorigenesis and progression. The relationship between mitochondrial genes and COAD remains largely unknown. Methods: COAD data including 512 samples were set out from the UCSC Xena database. The nuclear mitochondrial-related genes (NMRGs)-related risk prognostic model and prognostic nomogram were constructed, and NMRGs-related gene mutation and the immune environment were analyzed using bioinformatics methods. Then, a liver metastasis model of colorectal cancer was constructed and protein expression was detected using Western blot assay. Results: A prognostic model for COAD was constructed. Comparing the prognostic model dataset and the validation dataset showed considerable correlation in both risk grouping and prognosis. Based on the risk score (RS) model, the samples of the prognostic dataset were divided into high risk group and low risk group. Moreover, pathologic N and T stage and tumor recurrence in the two risk groups were significantly different. The four prognostic factors, including age and pathologic T stage in the nomogram survival model also showed excellent predictive performance. An optimal combination of nine differentially expressed NMRGs was finally obtained, including LARS2, PARS2, ETHE1, LRPPRC, TMEM70, AARS2, ACAD9, VARS2, and ATP8A2. The high-RS group had more inflamed immune features, including T and CD4+ memory cell activation. Besides, mitochondria-associated LRPPRC and LARS2 expression levels were increased in vivo xenograft construction and liver metastases assays. Conclusion: This study established a comprehensive prognostic model for COAD, incorporating nine genes associated with nuclear-mitochondrial functions. This model demonstrates superior predictive performance across four prognostic factors: age, pathological T stage, tumor recurrence, and overall prognosis. It is anticipated to be an effective model for enhancing the prognosis and treatment of COAD.
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  • 文章类型: Journal Article
    许多研究强调了线粒体相关基因(MRGs)在胶质母细胞瘤(GBM)的发生和发展中的关键作用。然而,MRGs编码蛋白对GBM病理的具体贡献仍未完全阐明.GBM中预后性MRGs的鉴定为开发个性化靶向治疗和增强患者预后提供了希望。我们将差异表达与单变量Cox回归分析相结合,以筛选GBM中与预后相关的MRGs。根据九个MRG,风险比模型采用多变量Cox回归算法.SHC相关生存,通路,GBM队列中的免疫分析来自实体瘤数据库的生物标志物探索。通过CCK-8和transwell测定法测量U87细胞的增殖和迁移。使用流式细胞术评估U87细胞中的凋亡。使用共聚焦显微镜来测量线粒体活性氧(ROS)水平和形态。通过蛋白质印迹检查SHC1和其他相关蛋白的表达水平。我们筛选了15个与预后相关的MRGs,并构建了一个基于9个MRGs的模型。模型风险评分的验证证实了其在预测GBM患者预后方面的有效性。此外,分析表明,SHC1是预后模型的一个组成MRG,被上调并参与了进展,迁移,和GBM的免疫浸润。体外实验阐明了p66Shc,SHC1的最长同工型,调节线粒体ROS的产生和形态,从而促进U87细胞的增殖和迁移。基于9个MRGs的预后模型可以预测GBM的预后。通过参与免疫浸润,SHC1上调并与患者预后相关。此外,体外实验表明p66Shc通过介导线粒体ROS的产生促进U87细胞增殖和迁移。因此,p66Shc可以作为GBM的有希望的生物标志物和治疗靶标。
    Numerous studies have highlighted the pivotal role of mitochondria-related genes (MRGs) in the initiation and progression of glioblastoma (GBM). However, the specific contributions of MRGs coding proteins to GBM pathology remain incompletely elucidated. The identification of prognostic MRGs in GBM holds promise for the development of personalized targeted therapies and the enhancement of patient prognosis. We combined differential expression with univariate Cox regression analysis to screen prognosis-associated MRGs in GBM. Based on the nine MRGs, the hazard ratio model was conducted using a multivariate Cox regression algorithm. SHC-related survival, pathway, and immune analyses in GBM cohorts were obtained from the Biomarker Exploration of the Solid Tumor database. The proliferation and migration of U87 cells were measured by CCK-8 and transwell assay. Apoptosis in U87 cells was evaluated using flow cytometry. Confocal microscopy was employed to measure mitochondrial reactive oxygen species (ROS) levels and morphology. The expression levels of SHC1 and other relevant proteins were examined via western blotting. We screened 15 prognosis-associated MRGs and constructed a 9 MRGs-based model. Validation of the model\'s risk score confirmed its efficacy in predicting the prognosis of patients with GBM. Furthermore, analysis revealed that SHC1, a constituent MRG of the prognostic model, was upregulated and implicated in the progression, migration, and immune infiltration of GBM. In vitro experiments elucidated that p66Shc, the longest isoform of SHC1, modulates mitochondrial ROS production and morphology, consequently promoting the proliferation and migration of U87 cells. The 9 MRGs-based prognostic model could predict the prognosis of GBM. SHC1 was upregulated and correlated with the prognosis of patients by involvement in immune infiltration. Furthermore, in vitro experiments demonstrated that p66Shc promotes U87 cell proliferation and migration by mediating mitochondrial ROS production. Thus, p66Shc may serve as a promising biomarker and therapeutic target for GBM.
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  • 文章类型: Clinical Study
    目的:本研究旨在对脓毒症患者的线粒体相关基因进行鉴定和分析,以阐明脓毒症免疫的潜在机制,为临床治疗脓毒症提供新思路。
    方法:连续收集2019年1月至2019年12月西南医科大学附属医院急诊重症监护病房(EICU)收治的脓毒症(n=20)和全身炎症反应综合征(SIRS)(n=12)住院病例。使用RNA-seq对外周血细胞的RNA(mRNA)进行测序。生物信息学技术用于筛选和鉴定差异表达的RNA,倍数变化(FC)的绝对值大于或等于1.2,错误发现率(FDR)小于0.05。同时,线粒体基因来自MitoCarta3.0数据库.然后将差异基因与线粒体基因相交。将所得的交叉基因进行GO处理,KEGG,和PPI分析。随后,从GEO数据库下载GSE65682数据集进行生存分析,以评估核心基因的预后价值,并下载GSE67652进行ROC曲线分析,验证核心基因的诊断价值。最后,通过10倍单细胞测序明确核心基因的定位.
    结果:314个脓毒症差异基因和1136个线粒体基因的交叉产生了28个基因。GO和KEGG分析表明,交换基因主要参与线粒体,线粒体基质,和线粒体内膜。生存分析筛选出4个与脓毒症预后显著负相关的基因,即FIS1、FKBP8、GLRX5和GUK1。脓毒症组和SIRS组的外周血RNA-seq结果比较显示,与SIRS组相比,这4种基因的表达水平在脓毒症组中显著降低。基于GSE67652的ROC曲线分析表明这四个基因对脓毒症检测的敏感性和特异性很高。此外,单细胞RNA测序发现核心基因主要在巨噬细胞中表达,T细胞,B细胞。
    结论:线粒体相关基因(FIS1、FKBP8、GLRX5、GUK1)在脓毒症组中表达不足,与生存率呈负相关,主要分布在免疫细胞中。这一发现可能指导研究脓毒症的免疫相关机制。本研究方案经西南医科大学附属医院伦理委员会(伦理编号:KY2018029)临床试验注册号为ChiCTR1900021261,注册日期为2019年2月4日.
    OBJECTIVE: The purpose of this study was to identify and analyze the mitochondrial genes associated with sepsis patients in order to elucidate the underlying mechanism of sepsis immunity and provide new ideas for the clinical treatment of sepsis.
    METHODS: The hospitalized cases of sepsis (n = 20) and systemic inflammatory response syndrome (SIRS) (n = 12) admitted to the Emergency Intensive Care Unit (EICU) of the Affiliated Hospital of Southwest Medical University from January 2019 to December 2019 were collected consecutively. RNA-seq was used to sequence the RNA (mRNA) of peripheral blood cells. Bioinformatics techniques were used to screen and identify differentially expressed RNAs, with an absolute value of fold change (FC) greater than or equal to 1.2 and a false discovery rate (FDR) less than 0.05. At the same time, mitochondrial genes were obtained from the MitoCarta 3.0 database. Differential genes were then intersected with mitochondrial genes. The resulting crossover genes were subjected to GO, KEGG, and PPI analysis. Subsequently, the GSE65682 dataset was downloaded from the GEO database for survival analysis to assess the prognostic value of core genes, and GSE67652 was downloaded for ROC curve analysis to validate the diagnostic value of core genes. Finally, the localization of core genes was clarified through 10X single-cell sequencing.
    RESULTS: The crossing of 314 sepsis differential genes and 1136 mitochondrial genes yielded 28 genes. GO and KEGG analysis showed that the crossover genes were mainly involved in the mitochondrion, mitochondrial matrix, and mitochondrial inner membrane. Survival analysis screened four genes that were significantly negatively associated with the prognosis of sepsis, namely FIS1, FKBP8, GLRX5, and GUK1. A comparison of peripheral blood RNA-seq results between the sepsis group and the SIRS group showed that the expression levels of these four genes were significantly decreased in the sepsis group compared to the SIRS group. ROC curve analysis based on GSE67652 indicates these four genes\' high sensitivity and specificity for sepsis detection. Additionally, single-cell RNA sequencing found that the core genes were mainly expressed in macrophages, T cells, and B cells.
    CONCLUSIONS: Mitochondria-related genes (FIS1, FKBP8, GLRX5, GUK1) were underexpressed in the sepsis group, negatively correlated with survival, and mainly distributed in immune cells. This finding may guide studying the immune-related mechanisms of sepsis. This study protocol was reviewed by the Ethics Committee of the Affiliated Hospital of Southwest Medical University (ethics number: KY2018029), the clinical trial registration number is ChiCTR1900021261, and the registration date is February 4, 2019.
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  • 文章类型: Journal Article
    背景:母体遗传性听力损失与线粒体基因有关,包括MT-RNR1、MT-TL1、MT-TS1、MT-TK和MT-TE。在这些基因中,已知MT-RNR1是与氨基糖苷类耳毒性和非综合征性听力损失相关的致病变体的热点。然而,这些基因变异的频率和频谱,特别是来自中国西南部的多民族听力损失患者,仍然没有完全理解。
    方法:在本研究中,我们招募了460名来自不同种族背景的听力损失患者(汉族,Yi,戴,哈尼,等。)在中国西南部。使用下一代测序来分析线粒体MT-RNR1、MT-TL1、MT-TS1、MT-TK和MT-TE基因。随后,使用生物信息学方法来评估所鉴定的变体。
    结果:在听力损失患者中,我们在MT-RNR1中鉴定出70个变体(78.6%,55/70),MT-TL1(4.3%,3/70),MT-TS1(4.3%,3/70),MT-TK(7.1%,5/70)和MT-TE(5.7%,4/70)基因。我们发现15种变异与听力损失有关,包括m.1555A>G和m.1095T>C。此外,我们发现了三个报道的线粒体变异(m.676G>A,m.7465insC,和m.7474A>G)与听力损失新相关。值得注意的是,某些致病变种,例如m.1555A>G,在听力损失的多种族患者中表现出不一致的分布。此外,与Kra-Dai组(n=38)和Hmong-Mien组(n=26)相比,Sinitic组(n=181)和Tibeto-Burman组(n=215)与听力损失相关的变异数量更高.
    结论:本研究揭示了在中国西南部不同民族中与听力损失相关的线粒体变异的分布。这些数据表明,与听力损失相关的线粒体变异的分布与种族遗传背景之间存在潜在的相关性。
    BACKGROUND: Maternally inherited hearing loss has been associated with mitochondrial genes, including MT-RNR1, MT-TL1, MT-TS1, MT-TK and MT-TE. Among these genes, MT-RNR1 is known to be a hotspot for pathogenic variants related to aminoglycoside ototoxicity and nonsyndromic hearing loss. However, the frequency and spectrum of variants in these genes, particularly in multi-ethnic hearing loss patients from Southwestern China, are still not fully understood.
    METHODS: In this study, we enrolled 460 hearing loss patients from various ethnic backgrounds (Han, Yi, Dai, Hani, etc.) in Southwestern China. Next-generation sequencing was used to analyze the mitochondrial MT-RNR1, MT-TL1, MT-TS1, MT-TK and MT-TE genes. Subsequently, bioinformatical methods were employed to evaluate the identified variants.
    RESULTS: Among the patients with hearing loss, we identified 70 variants in MT-RNR1 (78.6 %, 55/70), MT-TL1 (4.3 %, 3/70), MT-TS1 (4.3 %, 3/70), MT-TK (7.1 %, 5/70) and MT-TE (5.7 %, 4/70) genes. We found that 15 variants were associated with hearing loss, including m.1555 A > G and m.1095 T > C. Additionally, we discovered three reported mitochondrial variants (m.676 G > A, m.7465 insC, and m.7474 A > G) newly correlated with hearing loss. Notably, certain pathogenic variants, such as m.1555 A > G, displayed non-consistent distributions among the multi-ethnic patients with hearing loss. Furthermore, the number of variants associated with hearing loss was higher in the Sinitic group (n = 181) and Tibeto-Burman group (n = 215) compared to the Kra-Dai group (n = 38) and Hmong-Mien group (n = 26).
    CONCLUSIONS: This present study revealed the distribution of mitochondrial variants linked to hearing loss across various ethnic groups in Southwestern China. These data suggest a potential correlation between the distribution of mitochondrial variants associated with hearing loss and ethnic genetic backgrounds.
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  • 文章类型: Journal Article
    背景:证据表明肝细胞线粒体功能障碍导致脂质代谢异常,氧化还原不平衡,和程序性细胞死亡,驱动非酒精性脂肪性肝炎(NASH)的发病和进展。识别与NASH相关的中枢线粒体基因可能揭示潜在的治疗靶标。
    方法:通过使用134种算法的分析鉴定了与NASH有关的线粒体hub基因。
    结果:随机森林算法(RF),134种算法中最有效的,确定了三个基因:Aldo-keto还原酶家族1成员B10(AKR1B10),胸苷酸合成酶(TYMS),和在骨髓细胞2(TREM2)中表达的触发受体。它们被上调,并与促进炎症的基因呈正相关,参与脂质合成的基因,纤维化,NASH患者的非酒精性脂肪性肝炎活动评分。此外,利用这三个基因,NASH患者被准确地归类为第1组,表现出疾病严重程度升高,和集群2,以轻度疾病活动为特征。
    结论:这三个基因是与NASH进展有关的关键线粒体基因。
    BACKGROUND: Evidence suggests that hepatocyte mitochondrial dysfunction leads to abnormal lipid metabolism, redox imbalance, and programmed cell death, driving the onset and progression of non-alcoholic steatohepatitis (NASH). Identifying hub mitochondrial genes linked to NASH may unveil potential therapeutic targets.
    METHODS: Mitochondrial hub genes implicated in NASH were identified via analysis using 134 algorithms.
    RESULTS: The Random Forest algorithm (RF), the most effective among the 134 algorithms, identified three genes: Aldo-keto reductase family 1 member B10 (AKR1B10), thymidylate synthase (TYMS), and triggering receptor expressed in myeloid cell 2 (TREM2). They were upregulated and positively associated with genes promoting inflammation, genes involved in lipid synthesis, fibrosis, and nonalcoholic steatohepatitis activity scores in patients with NASH. Moreover, using these three genes, patients with NASH were accurately categorized into cluster 1, exhibiting heightened disease severity, and cluster 2, distinguished by milder disease activity.
    CONCLUSIONS: These three genes are pivotal mitochondrial genes implicated in NASH progression.
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  • 文章类型: Journal Article
    尽管基因组规模的数据生成对于系统发育变得越来越容易处理,公共存储库中有大量的单基因片段数据,这些数据仍在生成中。因此,与使用完整的有丝分裂基因组相比,我们研究了单个线粒体基因是否适合用于系统发育重建。对南部非洲矮人变色龙(Bradypodion)进行了几乎完整的分类单元采样,我们估计并比较了完整的有丝分裂基因组的系统发育和由单个线粒体基因和这些基因的各种组合产生的拓扑结构。我们的结果表明,由单基因(ND2,ND4,ND5,COI,和COIII)类似于完整的有丝分裂体,表明这些基因可能是产生线粒体系统发育的可靠标记,而不是产生完整的有丝分裂基因组。相比之下,通常用于爬行动物系统学的16S的短片段,产生了与完整的有丝分裂体非常不同的拓扑结构,其与ND2的串联削弱了ND2的分辨率。因此,我们建议在未来的系统发育工作中避免使用此16S片段。
    Although genome-scale data generation is becoming more tractable for phylogenetics, there are large quantities of single gene fragment data in public repositories and such data are still being generated. We therefore investigated whether single mitochondrial genes are suitable proxies for phylogenetic reconstruction as compared to the application of full mitogenomes. With near complete taxon sampling for the southern African dwarf chameleons (Bradypodion), we estimated and compared phylogenies for the complete mitogenome with topologies generated from individual mitochondrial genes and various combinations of these genes. Our results show that the topologies produced by single genes (ND2, ND4, ND5, COI, and COIII) were analogous to the complete mitogenome, suggesting that these genes may be reliable markers for generating mitochondrial phylogenies in lieu of generating entire mitogenomes. In contrast, the short fragment of 16S commonly used in herpetological systematics, produced a topology quite dissimilar to the complete mitogenome and its concatenation with ND2 weakened the resolution of ND2. We therefore recommend the avoidance of this 16S fragment in future phylogenetic work.
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