transcriptomic

转录组
  • 文章类型: Journal Article
    胰腺腺癌(PDAC)是主要的健康负担,可能成为发达国家癌症死亡的第二大原因。早发性胰腺癌的发病率(EOPC,由诊断年龄<50岁定义)正在增加。这里,我们对我们机构随访的所有PDAC患者进行了研究.患者被分类为EOPC或非早期发作(nEOPC,>50)。包括878名患者,其中113个EOPC,表现出可比的性能状态。EOPC在转移阶段更常见(70.0%vs58.3%),肝转移在诊断时更普遍(60.2%vs.43.9%)。诊断后的中位总生存期(OS)为18.1个月,EOPC和nEOPC类似。在接受手术的患者中,各年龄组的无复发生存率相似.在转移性患者中,一线无进展生存期相似,但EOPC接受了更多的治疗线(72.3%vs.58.1%收到≥2行)。关于分子改变,EOPC的平均肿瘤突变负荷(TMB)较低(1.42vs.2.95mut/Mb)。KRAS和BRCA1/2突变的患病率相似,但EOPC在CNKN2A/B中显示的改动较少。58例患者(18.6%)有可操作的改变(ESCATI-III),其中31例接受了分子匹配的治疗。在转录组水平上,尽管它具有临床侵略性,EOPC不太可能显示基底样表型。最后,在转移阶段更频繁地诊断出EOPC。OS和一线PFS与nEOPC相似。EOPC显示了特定的分子特征,例如较低的TMB和较少的CDKN2A/B的改变。
    Pancreatic adenocarcinoma (PDAC) is a major health burden and may become the second cause of death by cancer in developed countries. The incidence of early-onset pancreatic cancer (EOPC, defined by an age at diagnosis <50 years old) is increasing. Here, we conducted a study of all PDAC patients followed at our institution. Patients were classified as EOPC or non-early onset (nEOPC, >50). Eight hundred and seventy eight patients were included, of which 113 EOPC, exhibiting a comparable performance status. EOPC were more often diagnosed at the metastatic stage (70.0% vs 58.3%) and liver metastases were more prevalent at diagnosis (60.2% vs. 43.9%). The median overall survival (OS) from diagnosis was 18.1 months, similar between EOPC and nEOPC. Among patients who underwent surgery, recurrence-free survival was similar between age groups. Among metastatic patients, first line progression free survival was similar but EOPC received more treatment lines (72.3% vs. 58.1% received ≥2 lines). Regarding molecular alterations, the mean tumor mutational burden (TMB) was lower in EOPC (1.42 vs. 2.95 mut/Mb). The prevalence of KRAS and BRCA1/2 mutations was similar, but EOPC displayed fewer alterations in CNKN2A/B. Fifty eight patients (18.6%) had actionable alterations (ESCAT I-III) and 31 of them received molecularly matched treatments. On the transcriptomic level, despite its clinical aggressiveness, EOPC was less likely to display a basal-like phenotype. To conclude, EOPC were diagnosed more frequently at the metastatic stage. OS and 1st line PFS were similar to nEOPC. EOPC displayed specific molecular features, such as a lower TMB and fewer alterations in CDKN2A/B.
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  • 文章类型: Journal Article
    高温胁迫是紫花苜蓿中最严重的非生物胁迫形式之一。随着气候变化的加剧,未来高温应力的频率将进一步增加,这将给苜蓿的生长发育带来挑战。因此,实施了非靶向代谢组学和RNA-Seq分析,以揭示受不同温度胁迫(25℃,30℃,35℃,40℃)在这项研究中。结果表明,高温胁迫显着改变了一些关键转录本和代谢产物。在T30_vs_CK中,差异表达基因(DEGs)明显上调和下调的数量分别为1876和1524,T35_vs_CK中的2、815和2667,和2115和2,226在T40_vs_CK中,分别。在T30_vs_CK中,显著上调和下调的差异代谢物的数量分别为173和73,T35_vs_CK中的188和57,T40_vs_CK中的220和66,分别。值得注意的是,代谢组学和转录组学联合分析的特征在于植物激素信号转导(ko04705),乙醛酸和二羧酸代谢(ko00630),其中一些差异表达基因和差异代谢产物参与其中。特别是,在T40胁迫下,激素含量发生显著变化,提示维持正常的激素合成和代谢可能是提高苜蓿对HTS耐受性的重要途径。qRT-PCR进一步显示表达模式与转录组中的表达丰度相似。本研究从转录组学和代谢组学的角度研究温度对植物生长和发育的影响,为培育耐高温苜蓿提供了理论依据。
    High temperature stress is one of the most severe forms of abiotic stress in alfalfa. With the intensification of climate change, the frequency of high temperature stress will further increase in the future, which will bring challenges to the growth and development of alfalfa. Therefore, untargeted metabolomic and RNA-Seq profiling were implemented to unravel the possible alteration in alfalfa seedlings subjected to different temperature stress (25 ℃, 30 ℃, 35 ℃, 40 ℃) in this study. Results revealed that High temperature stress significantly altered some pivotal transcripts and metabolites. The number of differentially expressed genes (DEGs) markedly up and down-regulated was 1876 and 1524 in T30_vs_CK, 2, 815 and 2667 in T35_vs_CK, and 2115 and 2, 226 in T40_vs_CK, respectively. The number for significantly up-regulated and down-regulated differential metabolites was 173 and 73 in T30_vs_CK, 188 and 57 in T35_vs_CK, and 220 and 66 in T40_vs_CK, respectively. It is worth noting that metabolomics and transcriptomics co-analysis characterized enriched in plant hormone signal transduction (ko04705), glyoxylate and dicarboxylate metabolism (ko00630), from which some differentially expressed genes and differential metabolites participated. In particular, the content of hormone changed significantly under T40 stress, suggesting that maintaining normal hormone synthesis and metabolism may be an important way to improve the HTS tolerance of alfalfa. The qRT-PCR further showed that the expression pattern was similar to the expression abundance in the transcriptome. This study provides a practical and in-depth perspective from transcriptomics and metabolomics in investigating the effects conferred by temperature on plant growth and development, which provided the theoretical basis for breeding heat-resistant alfalfa.
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  • 文章类型: Journal Article
    线粒体功能障碍对器官代谢有害。角膜,眼睛最外面的透明层,容易受到环境侵害,比如紫外线,因此依赖于适当的线粒体功能。虽然一些报道已经将角膜缺陷与线粒体功能障碍联系起来,OPA1突变的影响,已知会诱发这种功能障碍,从未在这种情况下进行过研究。我们使用携带OPA1delTTAG突变的小鼠品系来研究其对角膜生物学的影响。令我们惊讶的是,OPA1突变后,泪膜组成和角膜上皮转录组特征均未改变.然而,在分析角膜神经支配时,我们发现角膜在突变时的敏感性不足,但在3个月时神经支配量增加。此外,纤维身份随着SP轴突的减少而变化。最后,我们证明神经支配再生在OPA1+/-角膜中效率较低,功能较低。总之,我们的研究描述了角膜上皮生物学的弹性,反映了OPA1突变诱导的有丝分裂,尽管存在形态发生缺陷,但角膜神经支配的适应性仍维持其功能。这些发现将有助于更好地理解外周神经支配上的线粒体功能障碍。
    Mitochondrial dysfunctions are detrimental to organ metabolism. The cornea, transparent outmost layer of the eye, is prone to environmental aggressions, such as UV light, and therefore dependent on adequate mitochondrial function. While several reports have linked corneal defects to mitochondrial dysfunction, the impact of OPA1 mutation, known to induce such dysfunction, has never been studied in this context. We used the mouse line carrying OPA1delTTAG mutation to investigate its impact on corneal biology. To our surprise, neither the tear film composition nor the corneal epithelial transcriptomic signature were altered upon OPA1 mutation. However, when analyzing the corneal innervation, we discovered an undersensitivity of the cornea upon the mutation, but an increased innervation volume at 3 months. Furthermore, the fibre identity changed with a decrease of the SP + axons. Finally, we demonstrated that the innervation regeneration was less efficient and less functional in OPA1+/- corneas. Altogether, our study describes the resilience of the corneal epithelial biology, reflecting the mitohormesis induced by the OPA1 mutation, and the adaptation of the corneal innervation to maintain its functionality despite its morphogenesis defects. These findings will participate to a better understanding of the mitochondrial dysfunction on peripheral innervation.
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  • 文章类型: Journal Article
    在最初健康的人群中确定与新发肾小球滤过率(GFR)下降相关的生物标志物可以更好地了解肾功能下降,并有助于改善患者管理。
    在这里,我们描述了在最初健康且特征良好的人群中与新发肾功能下降相关的蛋白质组学和转录组学足迹,并进行了20年的随访。这项研究是基于来自家族纵向SuiviTemporaireAnnel-Non-InvasifdelaSantédesLorrainsAssursésociaux(STANISLAS)队列的1087名个体,他们参加了访问1(从1993年至1995年)和访问4(从2011年至2016年)。以定量(每个个体的GFR斜率)和定性(定义为>15ml/min/1.7m2的GFR降低)两种方式接近新发肾功能下降。我们使用OlinkProseek®面板分析了在第1次和第4次就诊时测量的445种蛋白质和在第4次就诊时测量的119765种基因表达与GFR下降的关联。使用多变量模型评估关联。应用Bonferroni校正。
    我们发现了几种蛋白质(包括PLC,胎盘生长因子(PGF),肿瘤坏死因子受体超家族的成员),基因(包括CCL18,SESN3),和新发现的miRNA-mRNA对(MIR1205-DNAJC6)与新发肾功能下降独立相关。复杂网络分析强调了细胞外基质和心血管重塑(自第1次就诊)以及炎症(第4次就诊)作为早期GFR降低的关键特征。
    这些发现为进一步评估本文鉴定的蛋白质和基因是否代表预防肾功能损害的潜在生物标志物或治疗靶标奠定了基础。
    UNASSIGNED: Identifying the biomarkers associated with new-onset glomerular filtration rate (GFR) decrease in an initially healthy population could offer a better understanding of kidney function decline and help improving patient management.
    UNASSIGNED: Here we described the proteomic and transcriptomic footprints associated with new-onset kidney function decline in an initially healthy and well-characterized population with a 20-year follow-up. This study was based on 1087 individuals from the familial longitudinal Suivi Temporaire Annuel Non-Invasif de la Santé des Lorrains Assurés Sociaux (STANISLAS) cohort who attended both visit 1 (from 1993 to 1995) and visit 4 (from 2011 to 2016). New-onset kidney function decline was approached both in quantitative (GFR slope for each individual) and qualitative (defined as a decrease in GFR of >15 ml/min/1.7 m2) ways. We analysed associations of 445 proteins measured both at visit 1 and visit 4 using Olink Proseek® panels and 119 765 genes expressions measured at visit 4 with GFR decline. Associations were assessed using multivariable models. The Bonferroni correction was applied.
    UNASSIGNED: We found several proteins (including PLC, placental growth factor (PGF), members of the tumour necrosis factor receptor superfamily), genes (including CCL18, SESN3), and a newly discovered miRNA-mRNA pair (MIR1205-DNAJC6) to be independently associated with new-onset kidney function decline. Complex network analysis highlighted both extracellular matrix and cardiovascular remodelling (since visit 1) as well as inflammation (at visit 4) as key features of early GFR decrease.
    UNASSIGNED: These findings lay the foundation to further assess whether the proteins and genes herein identified may represent potential biomarkers or therapeutic targets to prevent renal function impairment.
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  • 文章类型: Journal Article
    大脑能量代谢的破坏,导致突触信号的改变,神经回路,和神经可塑性,与精神分裂症等严重精神疾病有牵连,双相情感障碍,和重度抑郁症.生酮干预在这些疾病中的治疗潜力表明代谢紊乱与疾病病理之间存在联系;然而,这些代谢紊乱的确切机制,以及代谢生酮疗法的治疗效果,仍然知之甚少。在这项研究中,我们对转录组数据进行了计算机模拟分析,以通过基因表达谱研究严重精神疾病中大脑代谢途径的扰动。我们还检查了啮齿动物或酮症细胞培养模型中相同途径的失调,将这些表达谱与在疾病状态中观察到的表达谱进行比较。我们的分析揭示了所有代谢途径的显著扰动,糖酵解的扰动最大,三羧酸(TCA)循环,和电子传递链(ETC)在所有三种疾病。此外,我们观察到疾病状态和生酮干预研究之间的一些不一致的基因表达模式,提示酮体在调节致病性代谢变化中的潜在作用。我们的发现强调了了解严重精神疾病中代谢失调的重要性,以及生酮干预在恢复代谢稳态方面的潜在治疗益处。这项研究提供了对代谢与神经精神疾病之间复杂关系的见解,并为进一步的实验研究奠定了基础,旨在了解当前转录组学发现的含义以及制定有针对性的治疗策略。
    The disruption of brain energy metabolism, leading to alterations in synaptic signaling, neural circuitry, and neuroplasticity, has been implicated in severe mental illnesses such as schizophrenia, bipolar disorder, and major depressive disorder. The therapeutic potential of ketogenic interventions in these disorders suggests a link between metabolic disturbances and disease pathology; however, the precise mechanisms underlying these metabolic disturbances, and the therapeutic effects of metabolic ketogenic therapy, remain poorly understood. In this study, we conducted an in silico analysis of transcriptomic data to investigate perturbations in metabolic pathways in the brain across severe mental illnesses via gene expression profiling. We also examined dysregulation of the same pathways in rodent or cell culture models of ketosis, comparing these expression profiles to those observed in the disease states. Our analysis revealed significant perturbations across all metabolic pathways, with the greatest perturbations in glycolysis, the tricarboxylic acid (TCA) cycle, and the electron transport chain (ETC) across all three disorders. Additionally, we observed some discordant gene expression patterns between disease states and ketogenic intervention studies, suggesting a potential role for ketone bodies in modulating pathogenic metabolic changes. Our findings highlight the importance of understanding metabolic dysregulation in severe mental illnesses and the potential therapeutic benefits of ketogenic interventions in restoring metabolic homeostasis. This study provides insights into the complex relationship between metabolism and neuropsychiatric disorders and lays the foundation for further experimental investigations aimed at appreciating the implications of the present transcriptomic findings as well as developing targeted therapeutic strategies.
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  • 文章类型: Journal Article
    微塑料(MPs)以可吸入的尺寸分数存在于环境空气中;但是,它们通过吸入途径对人类健康的潜在影响尚未得到充分证明。在本研究中,优化了从常规使用和乱扔垃圾的塑料制品中实验室规模生成MP的方法。11种不同类型的MPs的毒性,商业购买和实验室准备的议员,使用细胞活力在肺上皮细胞中进行了研究,免疫和炎症反应,和遗传毒性终点。通过微阵列分析鉴定了潜在的机制。虽然辛苦,实验室规模的方法产生了足够量的特征良好的MPs,用于毒性测试。在接受测试的11名议员中,由一次性水瓶制备的小型聚对苯二甲酸乙二醇酯(PETE)MPs引起最大毒性。具体来说,较小尺寸的PETEMPs诱导干扰素信号通路的强烈激活,这意味着PETEMPs通过与识别病原体相似的机制被细胞感知。不同大小和形状的PETEMPs诱导细胞损伤,触发细胞死亡,炎症级联,和DNA损伤,体外事件标志表明潜在的体内组织损伤。该研究确定了微米和纳米尺寸的特定类型塑料材料的毒性。
    Microplastics (MPs) are present in ambient air in a respirable size fraction; however, their potential impact on human health via inhalation routes is not well documented. In the present study, methods for a lab-scale generation of MPs from regularly used and littered plastic articles were optimized. The toxicity of 11 different types of MPs, both commercially purchased and in-lab prepared MPs, was investigated in lung epithelial cells using cell viability, immune and inflammatory response, and genotoxicity endpoints. The underlying mechanisms were identified by microarray analysis. Although laborious, the laboratory-scale methods generated a sufficient quantity of well characterized MPs for toxicity testing. Of the 11 MPs tested, the small sized polyethylene terephthalate (PETE) MPs prepared from disposable water bottles induced the maximum toxicity. Specifically, the smaller size PETE MPs induced a robust activation of the interferon signaling pathway, implying that PETE MPs are perceived by cells by similar mechanisms as those employed to recognize pathogens. The PETE MPs of heterogenous size and shapes induced cell injury, triggering cell death, inflammatory cascade, and DNA damage, hallmark in vitro events indicative of potential in vivo tissue injury. The study establishes toxicity of specific types of plastic materials in micron and nano size.
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  • 文章类型: Journal Article
    产蛋性能是养禽业的重要经济性状。在以往的研究中,人们经常关注卵巢的生长和发育,而对雄鹅睾丸组织的研究较少。由于各种因素,不同品种鹅的睾丸生精过程通常存在显著差异。吉林白鹅(JL)是中国高产的地方鹅品种,从Ansercygnoides驯化,产蛋性能较高,产蛋期可以从2月持续到7月。在吉林省的鹅生产中,吉林白鹅的母鹅被认为是重要的合成系母亲,和来自匈牙利白鹅(HU)的甘德,皖西白鹅(WX)和吉林白鹅是主要的雄性亲本。每一年,所有3只雄鹿在2月开始表现出繁殖能力,并在4月达到繁殖能力的峰值,以施肥率高为标志。随着温度的逐渐升高,匈牙利和皖西鹅的睾丸组织产生精子的能力逐渐减弱。睾丸组织在六月底出现明显收缩,导致精子生产能力几乎丧失,从而产生低的施肥率。然而,吉林白鹅显示出维持稳定精子生产能力的能力。精子活力低的个体会增加种子生产成本,并限制畜禽品种的工业发展。在这项研究中,来自吉林白鹅的3个不同鹅品种的鹅睾丸的转录组学和蛋白质组学数据,皖西白鹅和匈牙利白鹅分两个阶段取样,铺设周期峰值(PLC)和铺设周期终点(ELC)。在PLC和ELC组之间的比较分析中(ELC与3个品种的PLC),我们鉴定了401,340,6651个差异表达基因(DEGs)和18,225,323个差异表达蛋白(DEPs),分别。差异表达的基因和蛋白质在基因本体论(GO)方面显着富集,例如磷酸转移酶活性,细胞骨架蛋白结合,微管运动活动,通道活性和碳水化合物代谢过程。睾丸中DEGs的KEGG富集分析表明,大多数差异表达的mRNA参与KEGG途径,包括ECM-受体相互作用,MAPK信号通路,碳代谢,细胞周期,VEGF信号通路,硫辛酸代谢与p53信号通路.选择4个DEGs(SPAG6、NEK2、HSPA4L、SERF1A)通过qRT-PCR验证,结果与RNA-seq数据一致。总之,这项研究揭示了不同种类鹅睾丸组织中基因表达调控的差异,筛选与精子发生相关的候选基因和蛋白质。
    Egg production performance is an important economic trait in the poultry industry. In previous studies, attention has often been paid to the growth and development of the ovaries, while there has been less research on the testicular tissue of male goose. Due to various factors, there are usually significant differences in the process of testicular spermatogenesis among different goose breeds. The Jilin white goose (JL) is a high-production local goose species in China, domesticated from Anser cygnoides, which has a high egg-laying performance and the egg-laying period can last from February to July. In the production of goose within Jilin Province, the female goose of Jilin White goose is considered as an important maternal parent of synthetic lines, and ganders from Hungarian white goose (HU), Wanxi white goose (WX) and Jilin white goose are the main male parents. Each year, all 3 gander species begin to exhibit breeding capacity in February and reach the peak of reproductive capacity by April, marked by high fertilization rates. With the gradual increase in temperature, the testicular tissue of Hungarian and Wanxi goose gradually diminishes in its ability to produce sperm. the testicular tissue undergoes significant shrinkage by the end of June, resulting in a near loss of sperm production capability, thereby yielding low fertilization rates. However, the Jilin White goose demonstrates the ability to maintain a stable sperm production capacity. Individuals with low sperm motility contribute to increased seed production costs and pose constraints on the industrial development of livestock and poultry varieties. In this study, transcriptomics and proteomics data from gooses testicular of 3 different goose breeds inclouding Jilin white goose, Wanxi white gooseand Hungary white goose sampled in 2 stages, peak of laying cycle (PLC) and end of laying cycle (ELC). In a comparative analysis between PLC and ELC groups (ELC vs. PLC) of 3 breeds, we identified 401,340,6651 differentially expressed genes (DEGs) and 18,225,323 differentially expressed proteins (DEPs), respectively. Differentially expressed genes and proteins were significantly enriched in Gene Ontology (GO) terms such as phosphotransferase activity, cytoskeletal protein binding, microtubule motor activity, channel activity and carbohydrate metabolic process. The KEGG enrichment analysis of the DEGs in testicular showed that most differentially expressed mRNAs participate in the KEGG pathways, including ECM-receptor interaction, MAPK signaling pathway, carbon metabolism, Cell cycle, VEGF signaling pathway, Lipoic acid metabolism and p53 signaling pathway. The differential expression of 4 selected DEGs (SPAG6, NEK2, HSPA4L, SERF1A) was verified by qRT-PCR, and the results were consistent with RNA-seq data. In conclusion, this study reveals the differences in gene expression regulation in testicular tissues of different goose species, and screening candidate genes and proteins related to spermatogenesis.
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  • 文章类型: Journal Article
    2型糖尿病(T2DM)是世界上最常见和最广泛的疾病之一。肥胖是T2DM最重要的预测因子,但肥胖促进T2DM的确切机制尚不清楚.寻找特定的生物标志物以帮助诊断和治疗肥胖和T2DM患者至关重要。
    我们收集了有和没有T2DM的肥胖患者的肝脏组织,用于蛋白质组测序和免疫组织化学测定。分析基因本体(GO)富集,京都基因和基因组百科全书(KEGG),和蛋白质相互作用网络(PPI)的参数和数据来自基于串联质量标签(TMT)的肝脏组织的蛋白质组学分析。从基因表达Omnibus(GEO)网站下载转录组数据,并选择在转录组和蛋白质组中都优先表达的基因。
    我们从蛋白质组测序中鉴定了140种顺化表达的蛋白质。六种生物标志物在蛋白质组和转录组中都有不同的表达,方向上有一致的变化。蛋白质-蛋白质相互作用(PPI)分析提示CMPK1表达差异最大,是六种生物标志物中的核心蛋白。免疫组织化学证实CMPK1在T2DM患者的肝组织中显著上调。相关性分析显示,CMPK1的表达在蛋白质和转录组水平上与T2DM相关通路中的关键分子显著相关。
    我们的研究表明,CMPK1在T2DM患者肝脏中表达上调,为肥胖患者筛查和诊断T2DM提供了可能的新靶点,并为肥胖相关代谢性疾病的病理生理机制提供了新的理论基础。
    UNASSIGNED: Type 2 diabetes mellitus (T2DM) is one of the most frequent and widespread disease in the world.Obesity is the most significant predictor of T2DM, but the exact mechanism how obesity promotes T2DM remains unknown. Finding specific biomarkers to assist in diagnosing and treating patients with obese and T2DM is critical.
    UNASSIGNED: We collected liver tissues from obesity patients with and without T2DM for proteomic sequencing and immunohistochemistry assay. Analysis Gene Ontology(GO) enrichment, Kyoto Encyclopedia of Genes and Genomes(KEGG), and protein interaction network (PPI) were performed on the parameters and data derived from the Tandem Mass Tags(TMT)-based proteomics analysis of liver tissues. Transcriptome data were downloaded from the Gene Expression Omnibus(GEO)website and genes that are deferentially expressed in both transcriptome and proteome were selected.
    UNASSIGNED: We identified 140 deferentially expressed proteins from proteomic sequencing. Six biomarkers were deferentially expressed in both proteome and transcriptome with consistent changes in direction. The protein-protein interaction (PPI) analysis suggested CMPK1, the expression with greatest difference, was the core protein among the six biomarkers. Immunohistochemistry validated CMPK1 was upregulated significantly in the liver tissues of T2DM patients. The correlation analysis revealed that the expression of CMPK1 was significantly associated with key molecules in T2DM-related pathways at both protein and transcriptome levels.
    UNASSIGNED: Our study showed CMPK1 was upregulated in the liver of T2DM patients and provides a possible new target for screening and diagnosing T2DM in patients with obese and a novel theoretical basis for the pathophysiological mechanism of obesity-related metabolic diseases.
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  • 文章类型: Journal Article
    预计到本世纪末,全球CO2浓度将达到700µmol·mol-1。菲比·伯恩尼(Hemsl。)杨属珍贵木材树种,被列为我国国家二级保护植物。P.bournei幼苗在CO2浓度升高(eCO2,EC)下长期生长时,光合能力明显下降。这种下降可以通过施用高硝酸盐或铵来缓解。然而,潜在的机制尚未阐明。我们对在环境CO2浓度(AC)下生长的幼苗进行了转录组学和蛋白质组学分析,并应用了中等水平的硝酸盐(N),高水平的硝酸盐(hN),或中等水平的铵(A),并将其与在eCO2下生长的幼苗进行比较(即,AC_N与EC_N,AC_hN与EC_hN,AC_AvsEC_A)来鉴定差异表达基因(DEG)和差异表达蛋白(DEP)。我们确定了4528(AC_N与EC_N),1378(AC_hN与EC_hN),和252(AC_A与EC_A)DEG和230、514和234DEP,分别,其中59个特异基因和21个特异蛋白与eCO2下氮对光合作用的调控有关。组合的转录组和蛋白质组分析鉴定了7个相关-DEGs-DEP基因。这些相关-DEGs-DEPs基因揭示了涉及乙醛酸和二羧酸代谢以及氮代谢的关键途径。rbcS和glnA相关-DEGs-DEPs基因在这两种代谢中富集。我们认为rbcS和glnA相关-DEGs-DEPs基因在光合下降和氮调节中起重要作用。高硝酸盐或铵的应用缓解了glnA和rbcS的下调,因此,缓解光合下降。本研究结果为鲍尔尼种质资源的筛选和分子育种提供了指导,能耐受升高的二氧化碳浓度。
    在线版本包含补充材料,可在10.1007/s12298-024-01481-2获得。
    The global CO2 concentration is predicted to reach 700 µmol·mol-1 by the end of this century. Phoebe bournei (Hemsl.) Yang is a precious timber species and is listed as a national secondary protection plant in China. P. bournei seedlings show obvious photosynthetic decline when grown long-term under an elevated CO2 concentration (eCO2, EC). This decline can be alleviated by high nitrate or ammonium applications. However, the underlying mechanisms have not yet been elucidated. We performed transcriptomic and proteomic analyses of P. bournei of seedlings grown under an ambient CO2 concentration (AC) and applied with either a moderate level of nitrate (N), a high level of nitrate (hN), or a moderate level of ammonium (A) and compared them with those of seedlings grown under eCO2 (i.e., AC_N vs EC_N, AC_hN vs EC_hN, AC_A vs EC_A) to identify differentially expressed genes (DEGs) and differentially expressed proteins (DEPs). We identified 4528 (AC_N vs EC_N), 1378 (AC_hN vs EC_hN), and 252 (AC_A vs EC_A) DEGs and 230, 514, and 234 DEPs, respectively, of which 59 specific genes and 21 specific proteins were related to the regulation of photosynthesis by nitrogen under eCO2. A combined transcriptomic and proteomic analysis identified 7 correlation-DEGs-DEPs genes. These correlation-DEGs-DEPs genes revealed crucial pathways involved in glyoxylate and dicarboxylate metabolism and nitrogen metabolism. The rbcS and glnA correlation-DEGs-DEPs genes were enriched in these two metabolisms. We propose that the rbcS and glnA correlation-DEGs-DEPs genes play an important role in photosynthetic decline and nitrogen regulation. High nitrate or ammonium applications alleviated the downregulation of glnA and rbcS and, hence, alleviated photosynthetic decline. The results of this study provide directions for the screening of germplasm resources and molecular breeding of P. bournei, which is tolerant to elevated CO2 concentrations.
    UNASSIGNED: The online version contains supplementary material available at 10.1007/s12298-024-01481-2.
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  • 文章类型: Journal Article
    已知苯暴露会对人类造血系统造成严重损害。然而,最近的研究发现,慢性苯暴露也可能导致神经损伤,但是这个问题的研究很少。这项研究的目的是通过多组学分析研究慢性苯暴露对中枢神经系统(CNS)的损害机制。我们通过灌胃苯-玉米油混悬液建立了C57BL/6J小鼠慢性苯暴露模型,使用4D无标记蛋白质组学和RNA-seq转录组学鉴定了小鼠大脑中的差异表达蛋白质(DEP)和差异表达基因(DEG)。我们观察到苯暴露小鼠的体重明显下降,减少全血细胞计数,脑白质中异常高的MRI信号,以及广泛的脑水肿和神经脱髓鞘。通过蛋白质组鉴定了162个DEP,包括98个上调蛋白和64个下调蛋白。对DEPs的KEGG通路分析显示,它们主要参与代谢通路等神经相关的信号通路,神经变性的途径,化学致癌作用,阿尔茨海默病和自噬。通过整合的蛋白质组和转录组分析,EPHX1、GSTM1和LIMK1被鉴定为重要的候选DEG/DEP。我们进一步使用荧光定量PCR(qPCR)对上述DEG/DEP进行了多次验证,平行反应监测(PRM),免疫组织化学,和免疫印迹来证实多组学研究的可靠性。进一步探索和分析了这些DEG/DEP的功能,为苯暴露引起神经损伤的机制提供理论依据。
    Benzene exposure is known to cause serious damage to the human hematopoietic system. However, recent studies have found that chronic benzene exposure may also cause neurological damage, but there were few studies in this issue. The aim of this study was to investigate the mechanism of damage to the central nervous system (CNS) by chronic benzene exposure with a multi-omics analysis. We established a chronic benzene exposure model in C57BL/6J mice by gavage of benzene-corn oil suspension, identified the differentially expressed proteins (DEPs) and differentially expressed genes (DEGs) in mice brain using 4D Label-free proteomic and RNA-seq transcriptomic. We observed that the benzene exposure mice had a significant loss of body weight, reduction in complete blood counts, abnormally high MRI signals in brain white matter, as well as extensive brain edema and neural demyelination. 162 DEPs were identified by the proteome, including 98 up-regulated and 64 down-regulated proteins. KEGG pathway analysis of DEPs showed that they were mainly involved in the neuro-related signaling pathways such as metabolic pathways, pathways of neurodegeneration, chemical carcinogenesis, Alzheimer disease, and autophagy. EPHX1, GSTM1, and LIMK1 were identified as important candidate DEGs/DEPs by integrated proteomic and transcriptomic analyses. We further performed multiple validation of the above DEGs/DEPs using fluorescence quantitative PCR (qPCR), parallel reaction monitoring (PRM), immunohistochemistry, and immunoblotting to confirm the reliability of the multi-omics study. The functions of these DEGs/DEPs were further explored and analyzed, providing a theoretical basis for the mechanism of nerve damage caused by benzene exposure.
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