RNA, Small Untranslated

RNA,小的未翻译
  • 文章类型: Journal Article
    革兰氏阴性菌的分子发病机制仍然是一个复杂且不完全理解的现象。据信各种因素有助于这些细菌的致病性。革兰氏阴性菌利用的一个关键机制是外膜囊泡(OMV)的产生,它们是来自细菌外膜的小球形颗粒。这些OMV在向宿主提供毒力因子方面至关重要,促进宿主-病原体相互作用。在这些OMV中,小调节RNA(sRNA)已被确定为调节宿主免疫应答的重要参与者。研究OMV及其sRNAs的主要挑战之一是难以分离和纯化足够量的OMV,以及通过计算准确预测真正的sRNAs。在这一章中,我们提出了旨在克服这些障碍的协议。
    The molecular pathogenesis of Gram-negative bacteria remains a complex and incompletely understood phenomenon. Various factors are believed to contribute to the pathogenicity of these bacteria. One key mechanism utilized by Gram-negative bacteria is the production of outer membrane vesicles (OMVs), which are small spherical particles derived from the bacterial outer membrane. These OMVs are crucial in delivering virulence factors to the host, facilitating host-pathogen interactions. Within these OMVs, small regulatory RNAs (sRNAs) have been identified as important players in modulating the host immune response. One of the main challenges in studying OMVs and their cargo of sRNAs is the difficulty in isolating and purifying sufficient quantities of OMVs, as well as accurately predicting genuine sRNAs computationally. In this chapter, we present protocols aimed at overcoming these obstacles.
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  • 文章类型: Journal Article
    高毒力肺炎克雷伯菌(HvKP)是一种新兴的细菌病原体,可在免疫能力强的人中引起侵袭性感染。高毒力与高粘膜粘性胶囊的过量生产密切相关,但是高粘膜粘度(HMV)的潜在调节机制一直难以捉摸,特别是在小的非编码RNA(sRNA)介导的转录后水平。使用最近开发的RNA相互作用组谱方法iRIL-seq,我们研究了Hfq相关的sRNA调控网络,并在HvKP中建立了细胞内RNA-RNA相互作用组。我们的数据揭示了sRNA和HMV相关mRNA之间的许多相互作用,并鉴定大量抑制或促进HMV的sRNA。最强的HMV阻遏物之一是ArcZ,它被分解代谢物调节物CRP激活,并靶向许多HMV相关基因,包括mlaA和fbp。我们发现MlaA及其在磷脂转运中的功能对于胶囊保留和HMV至关重要,其失活消除了小鼠克雷伯氏菌的毒力。ArcZ过表达显著降低了小鼠的细菌负担,并降低了多种高毒力和碳青霉烯类耐药临床分离株的HMV,表明ArcZ是一种有效的具有治疗潜力的细菌性肺炎的RNA抑制剂。我们的工作揭示了HMV的新型CRP-ArcZ-MlaA调节回路,并提供了对全球关注的超级细菌中转录后毒力控制的机制见解。
    Hypervirulent Klebsiella pneumoniae (HvKP) is an emerging bacterial pathogen causing invasive infection in immune-competent humans. The hypervirulence is strongly linked to the overproduction of hypermucoviscous capsule, but the underlying regulatory mechanisms of hypermucoviscosity (HMV) have been elusive, especially at the post-transcriptional level mediated by small noncoding RNAs (sRNAs). Using a recently developed RNA interactome profiling approach iRIL-seq, we interrogate the Hfq-associated sRNA regulatory network and establish an intracellular RNA-RNA interactome in HvKP. Our data reveal numerous interactions between sRNAs and HMV-related mRNAs, and identify a plethora of sRNAs that repress or promote HMV. One of the strongest HMV repressors is ArcZ, which is activated by the catabolite regulator CRP and targets many HMV-related genes including mlaA and fbp. We discover that MlaA and its function in phospholipid transport is crucial for capsule retention and HMV, inactivation of which abolishes Klebsiella virulence in mice. ArcZ overexpression drastically reduces bacterial burden in mice and reduces HMV in multiple hypervirulent and carbapenem-resistant clinical isolates, indicating ArcZ is a potent RNA inhibitor of bacterial pneumonia with therapeutic potential. Our work unravels a novel CRP-ArcZ-MlaA regulatory circuit of HMV and provides mechanistic insights into the posttranscriptional virulence control in a superbug of global concern.
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  • 文章类型: Journal Article
    源自tRNA的小的非编码RNA(sncRNA)被称为tRNA衍生的小RNA(tsRNA)。这些tsRNA被进一步分类为tRNA衍生片段(tRFs)和tRNA一半(tiRNAs)。在某些人类疾病的各种分子机制中起着重要作用。然而,在登革病毒(DENV)感染过程中tsRNA的产生及其潜在作用尚不清楚。这里,我们进行了小RNA测序以鉴定DENV感染的Huh7细胞的tsRNA表达谱的产生和改变。在DENV感染后,发现tRNA片段化增加。我们在DENV感染期间鉴定了大量差异表达的tsRNA。有趣的是,3\'tRF群体显示上调,而i-tRF群体表现出下调。进行基因本体论(GO)和京都基因和基因组百科全书(KEGG)途径分析以分析差异表达的tsRNA对DENV发病机理的影响。我们的结果表明,差异表达的tsRNA通过RNA聚合酶II启动子和代谢途径参与转录调控。总的来说,我们的研究对我们理解tsRNAs在DENV感染复杂动力学中的作用有重要贡献.
    Small non-coding RNAs (sncRNAs) derived from tRNAs are known as tRNA-derived small RNAs (tsRNAs). These tsRNAs are further categorized into tRNA-derived fragments (tRFs) and tRNA halves (tiRNAs), which play significant roles in the various molecular mechanisms underlying certain human diseases. However, the generation of tsRNAs and their potential roles during Dengue virus (DENV) infection is not yet known. Here, we performed small RNA sequencing to identify the generation and alterations in tsRNAs expression profiles of DENV-infected Huh7 cells. Upon DENV infection, tRNA fragmentation was found to be increased. We identified a significant number of differentially expressed tsRNAs during DENV infection. Interestingly, the 3\'tRF population showed upregulation, while the i-tRF population exhibited downregulation. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis was performed to analyze the impact of differentially expressed tsRNAs on DENV pathogenesis. Our results suggest that differentially expressed tsRNAs are involved in transcriptional regulation via RNA polymerase II promoter and metabolic pathways. Overall, our study contributes significantly to our understanding of the roles played by tsRNAs in the complex dynamics of DENV infection.
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  • 文章类型: Journal Article
    质粒介导的缀合是大多数细菌转移抗生素抗性基因(ARGs)的常见机制。ARGs的共轭转移正在成为对人类的主要威胁。尽管已知有几种与转移相关的因素可以调节这一过程,基于小RNA(sRNA)的调控作用仍有待阐明。这里,供体菌株大肠杆菌中结合Hfq的sRNAGadY(E.大肠杆菌)SM10λπ被鉴定为细菌接合的新调节剂。使用了我们以前研究中建立的两个共轭模型,携带染色体整合的IncP-1α质粒RP4和可动员质粒pUCP24T的SM10λπ用作供体细胞,和铜绿假单胞菌PAO1或大肠杆菌EC600作为接受者。发现GadY通过与其靶mRNASdiA碱基配对来促进SM10λπ-PAO1缀合,一种孤儿LuxR型受体,对外源N-酰化高丝氨酸内酯(AHL)作出反应。然而,SM10λπ-EC600缀合不受影响,因为EC600缺乏AHLs合酶。这表明GadY对缀合的影响取决于AHLs-SdiA信号传导。进一步的研究发现GadY结合SdiA负调节全球RP4阻遏物KorA和KorB。环丙沙星或左氧氟沙星治疗时,GadY在供体菌株中的表达增强,它正调节喹诺酮诱导的SM10λπ-PAO1缀合。因此,我们的研究为sRNAGadY在调节质粒介导的接合中提供了新的作用,这有助于我们更好地理解细菌结合以对抗抗生素耐药性。
    Plasmid-mediated conjugation is a common mechanism for most bacteria to transfer antibiotic resistance genes (ARGs). The conjugative transfer of ARGs is emerging as a major threat to human beings. Although several transfer-related factors are known to regulate this process, small RNAs (sRNAs)-based regulatory roles remain to be clarified. Here, the Hfq-binding sRNA GadY in donor strain Escherichia coli (E. coli) SM10λπ was identified as a new regulator for bacterial conjugation. Two conjugation models established in our previous studies were used, which SM10λπ carrying a chromosomally integrated IncP-1α plasmid RP4 and a mobilizable plasmid pUCP24T served as donor cells, and P. aeruginosa PAO1 or E. coli EC600 as the recipients. GadY was found to promote SM10λπ-PAO1 conjugation by base-pairing with its target mRNA SdiA, an orphan LuxR-type receptor that responds to exogenous N-acylated homoserine lactones (AHLs). However, SM10λπ-EC600 conjugation was not affected due to EC600 lacking AHLs synthase. It indicates that the effects of GadY on conjugation depended on AHLs-SdiA signalling. Further study found GadY bound SdiA to negatively regulate the global RP4 repressors KorA and KorB. When under ciprofloxacin or levofloxacin treatment, GadY expression in donor strain was enhanced, and it positively regulated quinolone-induced SM10λπ-PAO1 conjugation. Thus, our study provides a novel role for sRNA GadY in regulating plasmid-mediated conjugation, which helps us better understand bacterial conjugation to counter antibiotic resistance.
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  • 文章类型: Journal Article
    年龄是房颤的独立危险因素,姜黄素可以通过减少氧化应激和炎症来延缓衰老相关疾病。然而,其在衰老相关性AF中的目标尚不清楚.转移RNA衍生的小RNA(tsRNA)是一种新型的短非编码RNA(sncRNA),并在衰老中发挥潜在的调节功能。本研究旨在通过PANDORA-seq探索姜黄素对老年小鼠心房的治疗作用靶点。用姜黄素(100mg/kg)治疗老年小鼠(18个月)。快速经颈静脉心房起搏观察房颤诱导性。SA-β-gal染色,使用活性氧(ROS)检测和qRT-PCR评估衰老程度和氧化应激/炎症水平。进行PANDORA-seq以揭示小鼠心房中差异表达的sncRNA。结果表明,姜黄素通过改善衰老相关的心房纤维化来降低老年小鼠的房颤易感性。与年轻小鼠(5个月)组相比,老年小鼠产生473个显著改变的tsRNA序列,而947个tsRNA序列在姜黄素处理后显著改变。富集分析显示,靶基因主要与DNA损伤和蛋白质修饰有关。与5个月组相比,成熟mt_tRNA-Val-TAC_CCA_end的表达水平,成熟-mt_tRNA-Glu-TTC_CCA_end,成熟-tRNA-Asp-GTC_CCA_end在18个月组上调,而成熟mt_tRNA-Thr-TGT_5_end的表达下调。这种趋势在18个月+姜黄素组中逆转。增加细胞ROS水平,成熟mt_tRNA-Val-TAC_CCA_end下调可改善老年小鼠心房的炎症表达和衰老。总之,我们的发现确定成熟-mt_tRNA-Val-TAC_CCA_end参与衰老相关心房纤维化的机制,为衰老相关性房颤提供新的干预目标。
    Age is an independent risk factor for atrial fibrillation (AF), and curcumin can delay aging related disease through reducing oxidative stress and inflammation. However, its target in aging-related AF remains unclear. Transfer RNA-derived small RNA (tsRNA) is a novel short non-coding RNA (sncRNA), and exerts a potential regulatory function in aging. This study was to explore the therapeutic targets of curcumin in atrium of aged mice by PANDORA-seq. Aged mice (18 month) were treated with curcumin (100 mg/kg). Rapid transjugular atrial pacing was performed to observe AF inducibility. SA-β-gal staining, reactive oxygen species (ROS) detection and qRT-PCR were used to assess the degree of aging and oxidative stress/inflammation levels. PANDORA-seq was performed to reveal the differentially expressed sncRNAs in the atrium of mice. The results showed that curcumin reduced the susceptibility AF of aged mice by improving aging-related atrial fibrosis. Compared to young mice (5 month) group, aged mice yielded 473 significantly altered tsRNA sequences, while 947 tsRNA sequences were significantly altered after treated with curcumin. Enrichment analysis revealed that the target genes were mainly related to DNA damage and protein modification. Compared with the 5 month group, the expression levels of mature-mt_tRNA-Val-TAC_CCA_end, mature-mt_tRNA-Glu-TTC_CCA_end, and mature-tRNA-Asp-GTC_CCA_end were up-regulated in the 18 month group, while the expression of mature-mt_tRNA-Thr-TGT_5_end was down-regulated. This trend was reversed in the 18 month + curcumin group. Increased cellular ROS levels, inflammation expression and senescence in aged mice atrium were improved by the down-regulation of mature-mt_tRNA-Val-TAC_CCA_end. In conclusion, our findings identified mature-mt_tRNA-Val-TAC_CCA_end participated in the mechanism of aging-related atrial fibrosis, providing new intervention target of aging-related AF.
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  • 文章类型: Journal Article
    高通量技术的发展增强了我们对小型非编码RNA(sncRNAs)及其在各种疾病中的关键作用的理解。包括心房颤动(AF)。本研究旨在系统地描绘房颤患者的sncRNA谱。PANDORA测序用于检查AF和非AF患者的心耳组织的sncRNA谱。使用R包DEGseq2鉴定差异表达的sncRNA,倍数变化>2且p<0.05。使用MiRanda和RNAhybrid预测差异表达的sncRNA的靶基因。进行基因本体论(GO)类别和京都基因和基因组百科全书(KEGG)途径分析。在房颤患者中,最丰富的sncRNA是核糖体RNA衍生的小RNA(rsRNA),然后是转移RNA衍生的小RNA(tsRNAs),和microRNAs(miRNAs)。与非房颤患者相比,656rsRNAs,45个miRNAs,191个tsRNAs和51个小核仁RNA(snoRNAs)在房颤患者中差异表达,而没有发现显著差异表达的piwi相互作用RNA。通过定量逆转录酶聚合酶链反应证实了三种tsRNA中的两种在AF患者中上调,和较高的血浆tsRNA5006c-LysCTT水平与房颤患者全因死亡风险增加2.55倍相关(风险比:2.55;95%置信区间,1.56-4.17;p<0.001)。结合我们之前的转录组测序结果,32个miRNA,31snoRNA,110个细胞核编码的tsRNA,33个线粒体编码的tsRNA靶基因在房颤患者中失调。GO和KEGG分析揭示了AF相关途径中差异表达sncRNA靶基因的富集,包括心肌细胞中的钙信号通路和肾上腺素能信号。房颤患者中异常调节的sncRNA谱提示其在房颤发病机制中的潜在调节作用。需要进一步的研究来研究sncRNAs在AF发展中的具体机制,并探索AF治疗和预后的潜在生物标志物。
    The development of high-throughput technologies has enhanced our understanding of small non-coding RNAs (sncRNAs) and their crucial roles in various diseases, including atrial fibrillation (AF). This study aimed to systematically delineate sncRNA profiles in AF patients. PANDORA-sequencing was used to examine the sncRNA profiles of atrial appendage tissues from AF and non-AF patients. Differentially expressed sncRNAs were identified using the R package DEGseq 2 with a fold change >2 and p < 0.05. The target genes of the differentially expressed sncRNAs were predicted using MiRanda and RNAhybrid. Gene Ontology (GO) categories and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses were performed. In AF patients, the most abundant sncRNAs were ribosomal RNA-derived small RNAs (rsRNAs), followed by transfer RNA-derived small RNAs (tsRNAs), and microRNAs (miRNAs). Compared with non-AF patients, 656 rsRNAs, 45 miRNAs, 191 tsRNAs and 51 small nucleolar RNAs (snoRNAs) were differentially expressed in AF patients, whereas no significantly differentially expressed piwi-interacting RNAs were identified. Two out of three tsRNAs were confirmed to be upregulated in AF patients by quantitative reverse transcriptase polymerase chain reaction, and higher plasma levels of tsRNA 5006c-LysCTT were associated with a 2.55-fold increased risk of all-cause death in AF patients (hazard ratio: 2.55; 95% confidence interval, 1.56-4.17; p < 0.001). Combined with our previous transcriptome sequencing results, 32 miRNA, 31 snoRNA, 110 nucleus-encoded tsRNA, and 33 mitochondria-encoded tsRNA target genes were dysregulated in AF patients. GO and KEGG analyses revealed enrichment of differentially expressed sncRNA target genes in AF-related pathways, including the \'calcium signaling pathway\' and \'adrenergic signaling in cardiomyocytes.\' The dysregulated sncRNA profiles in AF patients suggest their potential regulatory roles in AF pathogenesis. Further research is needed to investigate the specific mechanisms of sncRNAs in the development of AF and to explore potential biomarkers for AF treatment and prognosis.
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  • 文章类型: Journal Article
    结核分枝杆菌(Mtb),引起结核病的病原体,表现出不同的遗传谱系,与毒力有已知联系。虽然已经探索了现代和古代Mtb谱系之间的基因组和转录组差异,小的非编码RNA(sRNA)在翻译后基因调控中的作用在很大程度上仍然未知.在这项研究中,Mtb谱系1(L1)Sabahan菌株(n=3)进行了sRNA测序,揭示351个sRNAs,包括23个已知的sRNAs和328个使用ANNOgesic鉴定的新的sRNAs。基于300的最佳平均截断值选择了13种sRNA,RT-qPCR揭示了MtbL1和其他谱系(L2和L4,n=3)之间sRNA1(p=0.0132)和sRNA29(p=0.0012)的显着表达差异(p>0.05)。使用RACE(cDNA末端的快速扩增)进一步表征,随后用TargetRNA3进行靶标预测,揭示了sRNA1(55个碱基对)靶向Rv0506、Rv0697和Rv3590c,和sRNA29(86个碱基对)靶向Rv33859c,Rv3345c,Rv0755c,Rv0107c,Rv1817,Rv2950c,Rv1181,Rv3610c,和Rv3296。Mycobrowser的功能表征揭示了这些参与调节中间代谢和呼吸的目标,细胞壁和细胞过程,脂质代谢,信息途径,和PE/PPE。总之,两个新的sRNAs,sRNA1和sRNA29在L1和其他谱系之间表现出差异表达,在基本的Mtb功能中具有预测的作用。这些发现提供了对Mtb调控机制的见解,有望在未来发展改进的结核病治疗策略。
    Mycobacterium tuberculosis (Mtb), the tuberculosis-causing agent, exhibits diverse genetic lineages, with known links to virulence. While genomic and transcriptomic variations between modern and ancient Mtb lineages have been explored, the role of small non-coding RNA (sRNA) in post-translational gene regulation remains largely uncharted. In this study, Mtb Lineage 1 (L1) Sabahan strains (n = 3) underwent sRNA sequencing, revealing 351 sRNAs, including 23 known sRNAs and 328 novel ones identified using ANNOgesic. Thirteen sRNAs were selected based on the best average cut-off value of 300, with RT-qPCR revealing significant expression differences for sRNA 1 (p = 0.0132) and sRNA 29 (p = 0.0012) between Mtb L1 and other lineages (L2 and L4, n = 3) (p > 0.05). Further characterization using RACE (rapid amplification of cDNA ends), followed by target prediction with TargetRNA3 unveils that sRNA 1 (55 base pairs) targets Rv0506, Rv0697, and Rv3590c, and sRNA 29 (86 base pairs) targets Rv33859c, Rv3345c, Rv0755c, Rv0107c, Rv1817, Rv2950c, Rv1181, Rv3610c, and Rv3296. Functional characterization with Mycobrowser reveals these targets involved in regulating intermediary metabolism and respiration, cell wall and cell processes, lipid metabolism, information pathways, and PE/PPE. In summary, two novel sRNAs, sRNA 1 and sRNA 29, exhibited differential expression between L1 and other lineages, with predicted roles in essential Mtb functions. These findings offer insights into Mtb regulatory mechanisms, holding promise for the development of improved tuberculosis treatment strategies in the future.
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  • 文章类型: Dataset
    小的非编码RNA(sncRNAs)占转录组的约1%;然而,它们在调节细胞过程中起着重要作用。鉴于中枢神经系统的复杂性,sncRNAs可能在人脑中具有特别的重要性。在这项研究中,我们提供了一系列成人和产前大脑区域的sncRNA转录组学图谱,专注于piRNA,由于它们在体细胞中的表达不足和组织特异性。使用WIND工作流程,结合了两种检测方法,我们发现1333(731个miRNAs,249个piRNAs,285个snoRNA,和68个其他sncRNAs)和1445个独特的sncRNAs(770个miRNAs,307个piRNAs,289个snoRNAs,和79个其他sncRNAs)在发育中和成年大脑中,分别。在比较胎儿和成人脑组时发现了显着差异,有82个miRNA,17个piRNAs,和70个富含胎儿大脑的snoRNAs和22个miRNAs,成人大脑中的11个piRNAs。该数据集代表了探索sncRNA在大脑功能中的作用的宝贵资源,他们参与了神经系统疾病,以及大脑区域相互作用背后的分子机制。
    Small non-coding RNAs (sncRNAs) make up ~1% of the transcriptome; nevertheless, they play significant roles in regulating cellular processes. Given the complexity of the central nervous system, sncRNAs likely hold particular importance in the human brain. In this study, we provide sncRNA transcriptomic profiles in a range of adult and prenatal brain regions, with a focus on piRNAs, due to their underexplored expression in somatic cells and tissue-specific nature. Using the WIND workflow, which combines two detection methods, we found 1333 (731 miRNAs, 249 piRNAs, 285 snoRNAs, and 68 other sncRNAs) and 1445 unique sncRNAs (770 miRNAs, 307 piRNAs, 289 snoRNAs, and 79 other sncRNAs) in developing and adult brains, respectively. Significant variations were found upon comparison of fetal and adult brain groups, with 82 miRNAs, 17 piRNAs, and 70 snoRNAs enriched in fetal brains and 22 miRNAs, 11 piRNAs in adult brains. This dataset represents a valuable resource for exploring the sncRNA roles in brain function, their involvement in neurological diseases, and the molecular mechanisms behind brain region interactions.
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  • 文章类型: Journal Article
    封装在外膜囊泡(OMV)中的小调节RNA(sRNA)是原核和真核生物中基因表达的关键转录后调节因子。OMV是革兰氏阴性细菌释放的小球形结构,可作为细胞间通讯的重要载体,也可在细菌毒力和宿主-病原体相互作用中发挥重要作用。这些分子可以与mRNA或蛋白质相互作用,并影响生产细菌的各种细胞功能和生理过程。这篇综述旨在深入了解当前对革兰氏阴性细菌中sRNA定位到OMV的理解,并强调鉴定,这些包封的sRNA的表征和功能含义。通过考察这一领域的研究差距,我们的目标是在研究OMV封装的sRNAs在各种疾病中的潜在治疗应用方面激发进一步的探索和进展。
    Small regulatory RNAs (sRNAs) encapsulated in outer membrane vesicles (OMVs) are critical post-transcriptional regulators of gene expression in prokaryotic and eukaryotic organisms. OMVs are small spherical structures released by Gram-negative bacteria that serve as important vehicles for intercellular communication and can also play an important role in bacterial virulence and host-pathogen interactions. These molecules can interact with mRNAs or proteins and affect various cellular functions and physiological processes in the producing bacteria. This review aims to provide insight into the current understanding of sRNA localization to OMVs in Gram-negative bacteria and highlights the identification, characterization and functional implications of these encapsulated sRNAs. By examining the research gaps in this field, we aim to inspire further exploration and progress in investigating the potential therapeutic applications of OMV-encapsulated sRNAs in various diseases.
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  • 文章类型: Dataset
    不孕症,一个世界性的生殖健康问题,影响大约五分之一的夫妇。男性不育,源于生精功能障碍和精子质量下降,是导致不孕症的主要因素。鉴于全球男性生育率下降与温室效应等环境因素有关,全面了解温度升高如何影响精子的数量和质量至关重要。在这项研究中,我们利用Pandora-seq技术检测了热应激小鼠睾丸组织中的非编码小RNA(sncRNAs)表达谱.这项研究探索了热应激下小鼠睾丸中sncRNAs的动态变化,包括miRNAs,tsRNAs,piRNAs,rsRNA和其他sncRNA。此外,我们成功地鉴定了热应激前后睾丸组织中差异表达的sncRNAs。随后,我们对差异表达的miRNAs和tsRNAs的潜在预测靶基因进行了功能富集分析。这些数据集将为进一步研究热应激引发的男性生殖能力下降提供宝贵的基础资源。
    Infertility, a worldwide reproductive health concern, impacts approximately one in five couples. Male infertility, stemming from spermatogenic dysfunction and reduced sperm quality, stands as a primary factor contributing to infertility. Given the global decrease in male fertility linked to environmental factors like the greenhouse effect, it is crucial to develop a comprehensive understanding of how increased temperatures impact both the quantity and quality of sperm. In this study, we utilized Pandora-seq technology to detect the small non-coding RNAs (sncRNAs) expression profile in the testicular tissue of heat-stressed mice. The investigation explores the dynamic shifts in sncRNAs within the mouse testis under heat stress, including miRNAs, tsRNAs, piRNAs, rsRNAs and other sncRNAs. Furthermore, we successfully identified differentially expressed sncRNAs in testicular tissues before and after heat stress. Subsequently, we conducted functional enrichment analysis on the potential predicted target genes of differentially expressed miRNAs and tsRNAs. These datasets will constitute a valuable foundational resource for further investigations into the decline in male reproductive capacity triggered by heat stress.
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