Super-enhancer

超级增强子
  • 文章类型: Journal Article
    背景:长老会,也称为年龄相关听力损失(ARHL),是衰老对个体听觉能力的累积影响导致的一种状况。鉴于对ARHL表观遗传机制的理解有限,我们的研究重点是染色质可接近区域的改变.
    方法:我们采用了转座酶可接近染色质的高通量测序(ATAC-seq)和独特标识符(UID)mRNA-seq结合年轻和衰老耳蜗,并进行了整合分析以及基序/TF基因预测。此外,通过与以往研究的比较分析,确定了超增强剂(SEs)在ARHL发展中的重要作用.同时,建立了ARHL小鼠模型和衰老模拟毛细胞(HC)模型,并对衰老表型进行了全面鉴定,以了解SEs在ARHL进展中的作用。
    结果:对照耳蜗组织表现出比ARHL影响的耳蜗组织更大的染色质可及性。此外,组蛋白3赖氨酸27乙酰化水平在老化的耳蜗和老化模拟HEI-OC1细胞中均显著降低,强调SEs在ARHL发展中的重要作用。鉴定出ARHL潜在的衰老相关超级增强子(SASEs),其中大多数表现出染色质可及性降低。与SASE相关的大多数基因在老化的HC中显示出mRNA表达水平的明显下降,并且在用JQ1(一种常用的SE抑制剂)处理后显著改变。
    结论:受ARHL影响的对照组耳蜗组织的染色质可及性高于耳蜗组织。确定了参与ARHL的潜在SE,这可能为未来针对ARHL相关SASEs的治疗提供基础。
    BACKGROUND: Presbycusis, also referred to as age-related hearing loss (ARHL), is a condition that results from the cumulative effects of aging on an individual\'s auditory capabilities. Given the limited understanding of epigenetic mechanisms in ARHL, our research focuses on alterations in chromatin-accessible regions.
    METHODS: We employed assay for transposase-accessible chromatin with high-throughput sequencing (ATAC-seq) in conjunction with unique identifier (UID) mRNA-seq between young and aging cochleae, and conducted integrated analysis as well as motif/TF-gene prediction. Additionally, the essential role of super-enhancers (SEs) in the development of ARHL was identified by comparative analysis to previous research. Meanwhile, an ARHL mouse model and an aging mimic hair cell (HC) model were established with a comprehensive identification of senescence phenotypes to access the role of SEs in ARHL progression.
    RESULTS: The control cochlear tissue exhibited greater chromatin accessibility than cochlear tissue affected by ARHL. Furthermore, the levels of histone 3 lysine 27 acetylation were significantly depressed in both aging cochlea and aging mimic HEI-OC1 cells, highlighting the essential role of SEs in the development of ARHL. The potential senescence-associated super-enhancers (SASEs) of ARHL were identified, most of which exhibited decreased chromatin accessibility. The majority of genes related to the SASEs showed obvious decreases in mRNA expression level in aging HCs and was noticeably altered following treatment with JQ1 (a commonly used SE inhibitor).
    CONCLUSIONS: The chromatin accessibility in control cochlear tissue was higher than that in cochlear tissue affected by ARHL. Potential SEs involved in ARHL were identified, which might provide a basis for future therapeutics targeting SASEs related to ARHL.
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  • 文章类型: Journal Article
    鼻咽癌(NPC),主要发现于中国南部地区,是一种以高度转移特性而闻名的恶性肿瘤。由远处转移和疾病复发引起的高死亡率仍然是临床上尚未解决的问题。在临床上,黄连素(BBR)化合物已广泛用于鼻咽癌治疗,以减少转移和疾病复发,并且BBR被记录为具有多种抗NPC作用的主要成分。然而,BBR抑制鼻咽癌生长和转移的机制尚不清楚。在这里,我们表明,BBR有效地抑制了生长,转移,并通过诱导特异性超级增强子(SE)入侵NPC。从机械的角度来看,RNA测序(RNA-seq)结果表明RAS-RAF1-MEK1/2-ERK1/2信号通路,由表皮生长因子受体(EGFR)激活,在BBR诱导的NPC自噬中起重要作用。自噬的阻断显著减弱了BBR介导的NPC细胞生长和转移抑制的作用。值得注意的是,BBR通过转录增加EGFR的表达,和敲除EGFR显著抑制BBR诱导的微管相关蛋白1轻链3(LC3)-II的增加和p62抑制,提示EGFR在BBR诱导的NPC自噬中起关键作用。染色质免疫沉淀测序(ChIP-seq)结果发现,仅在BBR处理的NPC细胞中存在特异性SE。这种SE敲除明显抑制了EGFR和磷酸化EGFR(EGFR-p)的表达,并逆转了BBR对NPC增殖的抑制作用。转移,和入侵。此外,BBR特异性SE可能通过增强EGFR基因转录触发自噬,从而上调RAS-RAF1-MEK1/2-ERK1/2信号通路。此外,体内BBR有效抑制NPC细胞生长和转移,随着LC3和EGFR的增加和p62的减少。总的来说,这项研究确定了一种新的BBR-特殊SE,并建立了一种新的表观遗传范式,BBR调节自噬,抑制增殖,转移,和入侵。它为BBR作为未来NPC治疗中的治疗方案的应用提供了理论基础。
    Nasopharyngeal carcinoma (NPC), primarily found in the southern region of China, is a malignant tumor known for its highly metastatic characteristics. The high mortality rates caused by the distant metastasis and disease recurrence remain unsolved clinical problems. In clinic, the berberine (BBR) compound has widely been in NPC therapy to decrease metastasis and disease recurrence, and BBR was documented as a main component with multiple anti-NPC effects. However, the mechanism by which BBR inhibits the growth and metastasis of nasopharyngeal carcinoma remains elusive. Herein, we show that BBR effectively inhibits the growth, metastasis, and invasion of NPC via inducing a specific super enhancer (SE). From a mechanistic perspective, the RNA sequencing (RNA-seq) results suggest that the RAS-RAF1-MEK1/2-ERK1/2 signaling pathway, activated by the epidermal growth factor receptor (EGFR), plays a significant role in BBR-induced autophagy in NPC. Blockading of autophagy markedly attenuated the effect of BBR-mediated NPC cell growth and metastasis inhibition. Notably, BBR increased the expression of EGFR by transcription, and knockout of EGFR significantly inhibited BBR-induced microtubule associated protein 1 light chain 3 (LC3)-II increase and p62 inhibition, proposing that EGFR plays a pivotal role in BBR-induced autophagy in NPC. Chromatin immunoprecipitation sequencing (ChIP-seq) results found that a specific SE existed only in NPC cells treated with BBR. This SE knockdown markedly repressed the expression of EGFR and phosphorylated EGFR (EGFR-p) and reversed the inhibition of BBR on NPC proliferation, metastasis, and invasion. Furthermore, BBR-specific SE may trigger autophagy by enhancing EGFR gene transcription, thereby upregulating the RAS-RAF1-MEK1/2-ERK1/2 signaling pathway. In addition, in vivo BBR effectively inhibited NPC cells growth and metastasis, following an increase LC3 and EGFR and a decrease p62. Collectively, this study identifies a novel BBR-special SE and established a new epigenetic paradigm, by which BBR regulates autophagy, inhibits proliferation, metastasis, and invasion. It provides a rationale for BBR application as the treatment regime in NPC therapy in future.
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  • 文章类型: Journal Article
    最近,通过液-液相分离形成的生物分子缩合物已经被广泛报道为调节参与细胞生物学和发病机理的关键细胞内过程。BRD4是一种核蛋白,有助于建立相分离的超增强子(SEs),以指导重要基因的转录。我们以前观察到BRD4的蛋白质液滴随着其大小的增加而变得疏水,暗示SE通过辐照限制水分子电离的能力。这里,我们的目标是确定SE是否赋予癌细胞辐射抗性。我们建立了体外DNA损伤测定法,该测定法可测量Fenton反应引起的自由基对DNA完整性的影响。这表明,当BRD4经历与DNA的相分离时,DNA损伤显著减少。因此,共聚焦成像分析显示,SE灶和DNA损伤灶在辐照细胞中是相互排斥的。最后,我们观察到,当辐射与BRD4去稳定剂ARV-771联合使用时,癌细胞的辐射抗性显著降低.我们的数据揭示了由癌细胞相分离驱动的固有抗辐射基因组区域的存在。折叠基因组DNA的这些相分离成分的破坏可能代表了增强放射治疗效果的新策略。
    Recently, biomolecular condensates formed through liquid-liquid phase separation have been widely reported to regulate key intracellular processes involved in cell biology and pathogenesis. BRD4 is a nuclear protein instrumental to the establishment of phase-separated super-enhancers (SEs) to direct the transcription of important genes. We previously observed that protein droplets of BRD4 became hydrophobic as their size increase, implying an ability of SEs to limit the ionization of water molecules by irradiation. Here, we aim to establish if SEs confer radiation resistance in cancer cells. We established an in vitro DNA damage assay that measures the effect of radicals provoked by the Fenton reaction on DNA integrity. This revealed that DNA damage was markedly reduced when BRD4 underwent phase separation with DNA. Accordingly, co-focal imaging analyses revealed that SE foci and DNA damage foci are mutually exclusive in irradiated cells. Lastly, we observed that the radioresistance of cancer cells was significantly reduced when irradiation was combined with ARV-771, a BRD4 de-stabilizer. Our data revealed the existence of innately radioresistant genomic regions driven by phase separation in cancer cells. The disruption of these phase-separated components enfolding genomic DNA may represent a novel strategy to augment the effects of radiotherapy.
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  • 文章类型: Journal Article
    背景:超级增强子(SE)通常控制关键癌基因的表达,并在癌症的发生和发展中起重要作用。关注癌症中SE异常调控的基因可能是理解发病机制的新策略。在这次调查中,我们在神经母细胞瘤(NB)中发现了一个以前未报道的SE驱动基因IRF2BP2.
    方法:在公共数据库和临床样本中检测IRF2BP2的表达和预后价值。通过体内和体外功能丧失实验评价IRF2BP2对NB细胞生长和凋亡的影响。通过染色质调控区和转录组测序研究IRF2BP2的分子机制。
    结果:IRF2BP2的持续高表达是由NB主转录因子MYCN建立的新型SE的激活引起的,MEIS2和HAND2,它们形成了一个新的复合物,调节与NB细胞群增殖相关的基因网络。我们还观察到在IRF2BP2的结合位点处AP-1家族的显著富集。值得注意的是,在NB小区中,AP-1在塑造染色质可及性景观中起着关键作用,从而暴露IRF2BP2的结合位点。这种协调作用使AP-1和IRF2BP2能够协同刺激NB易感基因ALK的表达,从而保持NB的高度增殖表型特征。
    结论:我们的发现表明,SE驱动的IRF2BP2可以通过调节NB易感基因ALK的染色质可及性与AP-1结合来维持肿瘤细胞的存活。
    BACKGROUND: Super-enhancers (SEs) typically govern the expression of critical oncogenes and play a fundamental role in the initiation and progression of cancer. Focusing on genes that are abnormally regulated by SE in cancer may be a new strategy for understanding pathogenesis. In the context of this investigation, we have identified a previously unreported SE-driven gene IRF2BP2 in neuroblastoma (NB).
    METHODS: The expression and prognostic value of IRF2BP2 were detected in public databases and clinical samples. The effect of IRF2BP2 on NB cell growth and apoptosis was evaluated through in vivo and in vitro functional loss experiments. The molecular mechanism of IRF2BP2 was investigated by the study of chromatin regulatory regions and transcriptome sequencing.
    RESULTS: The sustained high expression of IRF2BP2 results from the activation of a novel SE established by NB master transcription factors MYCN, MEIS2 and HAND2, and they form a new complex that regulates the gene network associated with the proliferation of NB cell populations. We also observed a significant enrichment of the AP-1 family at the binding sites of IRF2BP2. Remarkably, within NB cells, AP-1 plays a pivotal role in shaping the chromatin accessibility landscape, thereby exposing the binding site for IRF2BP2. This orchestrated action enables AP-1 and IRF2BP2 to collaboratively stimulate the expression of the NB susceptibility gene ALK, thereby upholding the highly proliferative phenotype characteristic of NB.
    CONCLUSIONS: Our findings indicate that SE-driven IRF2BP2 can bind to AP-1 to maintain the survival of tumor cells via regulating chromatin accessibility of NB susceptibility gene ALK.
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  • 文章类型: Journal Article
    背景:舌鳞状细胞癌(TSCC)表现出淋巴结和远处转移的侵袭性生物学行为,这导致预后较差,并导致舌功能丧失或死亡。除了已知的调节因子和TSCC中细胞迁移的途径,发现控制肿瘤转移的关键开关很重要。
    方法:在TSCC中分析了癌细胞迁移相关的转录和表观遗传特征,并鉴定了特定的超级增强子(SE)。通过分子功能和机制研究来研究TSCC转移中的关键开关。
    结果:在TSCC中富集了伴随转录和表观遗传活性的Ameboidd型细胞迁移相关基因。同时,排序较高的SE相关基因在来自TCGATSCC队列的43个配对肿瘤样本和正常样本之间显示出显著差异.此外,在SE地区检测到关键基序,转录因子相关表达水平与TSCC生存状态显著相关。值得注意的是,BATF和ATF3通过切换与SE区的相互作用来调节变形虫型细胞迁移相关MMP14的表达。
    结论:SE和相关关键基序转录调控肿瘤转移相关的MMP14,可能是TSCC的潜在治疗靶点。
    BACKGROUND: Tongue squamous cell carcinoma (TSCC) exhibits an aggressive biological behavior of lymph node and distant metastasis, which contributes to poorer prognosis and results in tongue function loss or death. In addition to known regulators and pathways of cell migration in TSCC, it is important to uncover pivotal switches governing tumor metastasis.
    METHODS: Cancer cell migration-associated transcriptional and epigenetic characteristics were profiled in TSCC, and the specific super-enhancers (SEs) were identified. Molecular function and mechanism studies were used to investigate the pivotal switches in TSCC metastasis.
    RESULTS: Ameboidal-type cell migration-related genes accompanied by transcriptional and epigenetic activity were enriched in TSCC. Meanwhile, the higher-ranked SE-related genes showed significant differences between 43 paired tumor and normal samples from the TCGA TSCC cohort. In addition, key motifs were detected in SE regions, and transcription factor-related expression levels were significantly associated with TSCC survival status. Notably, BATF and ATF3 regulated the expression of ameboidal-type cell migration-related MMP14 by switching the interaction with the SE region.
    CONCLUSIONS: SEs and related key motifs transcriptional regulate tumor metastasis-associated MMP14 and might be potential therapeutic targets for TSCC.
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  • 文章类型: Journal Article
    液-液相分离,一种新颖的生化现象,越来越多的研究其医疗应用。它是无膜细胞器形成的基础,并参与许多细胞和生物过程。在转录调控过程中,动态缩合物通过转录元件之间的相互作用形成,如转录因子,助活化剂,和调解员。癌症是一种以不受控制的细胞增殖为特征的疾病,但肿瘤发生的确切机制仍有待阐明。新的证据已经将异常的转录凝聚物与几种疾病联系起来,尤其是癌症,这意味着相分离在肿瘤发生中起着重要作用。相分离形成的缩合物可能对肿瘤中的基因转录有影响。在本次审查中,我们专注于相分离和转录调控之间的相关性,以及这种现象如何导致癌症的发展。
    Liquid-liquid phase separation, a novel biochemical phenomenon, has been increasingly studied for its medical applications. It underlies the formation of membrane-less organelles and is involved in many cellular and biological processes. During transcriptional regulation, dynamic condensates are formed through interactions between transcriptional elements, such as transcription factors, coactivators, and mediators. Cancer is a disease characterized by uncontrolled cell proliferation, but the precise mechanisms underlying tumorigenesis often remain to be elucidated. Emerging evidence has linked abnormal transcriptional condensates to several diseases, especially cancer, implying that phase separation plays an important role in tumorigenesis. Condensates formed by phase separation may have an effect on gene transcription in tumors. In the present review, we focus on the correlation between phase separation and transcriptional regulation, as well as how this phenomenon contributes to cancer development.
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  • 文章类型: Journal Article
    免疫检查点抑制剂是有效的,但它需要更精确的生物标志物来选择患者。我们通过生物信息学探讨了LINC00862在泛癌症中的生物学意义。并且我们使用染色质免疫沉淀和RNA免疫沉淀测定等方法研究了其调控机制。TCGA和单细胞测序数据分析表明,LINC00862在大多数肿瘤和基质细胞中过度表达,这与不良预后有关。LINC00862的表达与免疫细胞浸润和免疫检查点的表达有关,对免疫治疗疗效有较高的预测价值。机械上,LINC00862竞争性结合miR-29c-3p以释放SIRT1的肿瘤促进功能。SIRT1抑制剂-EX527通过虚拟筛选进行筛选,并通过体外和体内试验进行验证。值得注意的是,乙酰转移酶P300介导的超增强子活性刺激LINC00862转录。总的来说,LINC00862可能是诊断和预后的生物标志物。LINC00862也可能是免疫疗法疗效的预测生物标志物。超级增强子活性是宫颈癌和胃癌中LINC00862过表达的驱动因素。
    Immune checkpoints inhibitors are effective but it needs more precise biomarkers for patient selection. We explored the biological significance of LINC00862 in pan-cancer by bioinformatics. And we studied its regulatory mechanisms using chromatin immunoprecipitation and RNA immunoprecipitation assays etc. TCGA and single-cell sequencing data analysis indicated that LINC00862 was overexpressed in the majority of tumor and stromal cells, which was related with poor prognosis. LINC00862 expression was related with immune cell infiltration and immune checkpoints expression, and had a high predictive value for immunotherapy efficacy. Mechanistically, LINC00862 competitively bound to miR-29c-3p to unleash SIRT1\'s tumor-promoting function. SIRT1 inhibitor-EX527 were screened by virtual screening and verified by in vitro and vivo assays. Notably, acetyltransferase P300-mediated super-enhancer activity stimulated LINC00862 transcription. Collectively, LINC00862 could be a diagnostic and prognostic biomarker. LINC00862 could also be a predictive biomarker for immunotherapy efficacy. Super-enhancer activity is the driver for LINC00862 overexpression in cervical cancer and gastric cancer.
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  • 文章类型: Journal Article
    对基因组非编码区和调控区的罕见研究限制了我们解码鸡脂肪肝出血综合征(FLHS)机制的能力。
    这里,我们构建了HFD诱导的FLHS鸡模型,通过正常和FLHS肝组织的H3K27ac靶染色质免疫沉淀测序(ChIP-seq)和RNA测序(RNA-Seq)谱研究全基因组活性增强子和转录组.同时,将ChIP-seq与RNA-seq相结合的综合分析以及与鸡FLHS的比较分析,大鼠非酒精性脂肪性肝病(NAFLD)和人类NAFLD在转录组水平上揭示了参与代谢过程的增强子靶基因和保守基因。
    总共,在H3K27ac(Cor(峰基因相关性)≥0.5和log2(FoldChange)≥1)(PP)正调节的上调峰基因中鉴定出56和199个峰基因,而H3K27ac(Cor(峰基因相关性)≥0.5和log2(FoldChange)≤-1)(PN),分别筛选出主要分布在脂质代谢(PCK1、APOA4、APOA1、INHBE)和细胞凋亡(KIT、NTRK2)与MAPK和PPAR信号通路在FLHS中的作用。有趣的是,PCK1也显著覆盖在上调的超级增强子(SE)中,这进一步暗示了PCK1在FLHS发展过程中的重要作用。
    一起,我们的研究为FLHS的发病机制和潜在的治疗生物标志物提供了新的见解.
    OBJECTIVE: Rare study of the non-coding and regulatory regions of the genome limits our ability to decode the mechanisms of fatty liver hemorrhage syndrome (FLHS) in chickens.
    METHODS: Herein, we constructed the high-fat diet-induced FLHS chicken model to investigate the genome-wide active enhancers and transcriptome by H3K27ac target chromatin immunoprecipitation sequencing (ChIP-seq) and RNA sequencing (RNA-Seq) profiles of normal and FLHS liver tissues. Concurrently, an integrative analysis combining ChIP-seq with RNA-Seq and a comparative analysis with chicken FLHS, rat non-alcoholic fatty liver disease (NAFLD) and human NAFLD at the transcriptome level revealed the enhancer and super enhancer target genes and conservative genes involved in metabolic processes.
    RESULTS: In total, 56 and 199 peak-genes were identified in upregulated peak-genes positively regulated by H3K27ac (Cor (peak-gene correlation) ≥0.5 and log2(FoldChange) ≥1) (PP) and downregulated peak-genes positively regulated by H3K27ac (Cor (peak-gene correlation) ≥0.5 and log2(FoldChange)≤-1) (PN), respectively; then we screened key regulatory targets mainly distributing in lipid metabolism (PCK1, APOA4, APOA1, INHBE) and apoptosis (KIT, NTRK2) together with MAPK and PPAR signaling pathway in FLHS. Intriguingly, PCK1 was also significantly covered in up-regulated super-enhancers (SEs), which further implied the vital role of PCK1 during the development of FLHS.
    CONCLUSIONS: Together, our studies have identified potential therapeutic biomarkers of PCK1 and elucidated novel insights into the pathogenesis of FLHS, especially for the epigenetic perspective.
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  • 文章类型: Journal Article
    超级增强子(SE)是包含多个紧密间隔的增强子的基因组区域,通常被高密度的细胞类型特异性主转录因子(TF)占据,并且经常在各种肿瘤中富含关键癌基因,包括神经母细胞瘤(NB),儿童中最常见的恶性实体瘤之一,起源于神经c。细胞周期蛋白依赖性激酶5调节亚基相关蛋白3(CDK5RAP3)是新发现的由NB中的主TFs调节的超增强子驱动基因;然而,其在NB中的功能尚不清楚。通过对公开数据集和微阵列的综合研究,我们观察到NB中CDK5RAP3表达水平显着升高,与患者预后不良有关。进一步研究证明CDK5RAP3促进NB细胞生长,在体外和体内。机械上,有缺陷的CDK5RAP3干扰UFMylation系统,从而引发内质网(ER)吞噬。此外,我们提供的证据表明CDK5RAP3维持了MEIS2的稳定性,MEIS2是NB中的主TF,反过来,有助于CDK5RAP3的高表达。总的来说,我们的研究结果揭示了CDK5RAP3促进肿瘤进展的分子机制,并提示其抑制可能是NB的一种新的治疗策略.
    Super enhancers (SEs) are genomic regions comprising multiple closely spaced enhancers, typically occupied by a high density of cell-type-specific master transcription factors (TFs) and frequently enriched in key oncogenes in various tumors, including neuroblastoma (NB), one of the most prevalent malignant solid tumors in children originating from the neural crest. Cyclin-dependent kinase 5 regulatory subunit-associated protein 3 (CDK5RAP3) is a newly identified super-enhancer-driven gene regulated by master TFs in NB; however, its function in NB remains unclear. Through an integrated study of publicly available datasets and microarrays, we observed a significantly elevated CDK5RAP3 expression level in NB, associated with poor patient prognosis. Further research demonstrated that CDK5RAP3 promotes the growth of NB cells, both in vitro and in vivo. Mechanistically, defective CDK5RAP3 interfered with the UFMylation system, thereby triggering endoplasmic reticulum (ER) phagy. Additionally, we provide evidence that CDK5RAP3 maintains the stability of MEIS2, a master TF in NB, and in turn, contributes to the high expression of CDK5RAP3. Overall, our findings shed light on the molecular mechanisms by which CDK5RAP3 promotes tumor progression and suggest that its inhibition may represent a novel therapeutic strategy for NB.
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  • 文章类型: Letter
    液-液相分离(LLPS)是一种复杂而微妙的现象,其形成和调节在癌症发生中起着至关重要的作用。增长,programming,入侵,和转移。这个领域拥有大量未充分利用的非结构化数据,需要进一步挖掘潜在有价值的信息。因此,我们通过使用信息学方法(例如层次聚类,回归统计,突发热点,和Walktrap算法分析)。在过去的十年里,该领域享有良好的发展趋势(年增长率:34.98%)和全球合作(国际合作:27.31%)。通过基于机器学习的无监督层次聚类,全球研究热点分为五个主要研究集群:集群1(药物递送中相分离的作用和机制),簇2(基因表达调控中的相分离),簇3(RNA-蛋白质相互作用中的相分离),第4组(神经退行性疾病相分离对癌症研究的参考价值),和簇5(相分离的作用和机制)。进一步的时间序列分析表明,集群5是新兴的研究集群。此外,回归曲线和热点爆发分析点的结果一致,超级增强子(a=0.5515,R2=0.6586,p=0.0044)和应力颗粒(a=0.8000,R2=0.6000,p=0.0085)是该领域最有潜力的恒星分子。更有趣的是,基于随机行走策略的Walktrap算法进一步揭示了“相位分离,癌症,转录,超级增强剂,表观遗传学(相关性百分比[RP]=100%,发展百分比[DP]=29.2%),“应力颗粒,免疫疗法,肿瘤微环境,RNA结合蛋白(RP=79.2%,DP=33.3%)和“纳米粒子,凋亡\“(RP=70.8%,DP=25.0%)与该字段密切相关,但仍不发达,值得进一步探索。总之,这项研究描绘了全球科学格局,发现了一个重要的新兴研究集群,确定了几个关键的研究分子,并预测了几个关键但仍未开发的方向,值得进一步研究,为后续癌症相分离的基础和临床研究提供了重要的参考价值。
    Liquid-liquid phase separation (LLPS) is a complex and subtle phenomenon whose formation and regulation take essential roles in cancer initiation, growth, progression, invasion, and metastasis. This domain holds a wealth of underutilized unstructured data that needs further excavation for potentially valuable information. Therefore, we retrospectively analyzed the global scientific knowledge in the field over the last decade by using informatics methods (such as hierarchical clustering, regression statistics, hotspot burst, and Walktrap algorithm analysis). Over the past decade, this area enjoyed a favorable development trend (Annual Growth Rate: 34.98%) and global collaboration (International Co-authorship: 27.31%). Through unsupervised hierarchical clustering based on machine learning, the global research hotspots were divided into five dominant research clusters: Cluster 1 (Effects and Mechanisms of Phase Separation in Drug Delivery), Cluster 2 (Phase Separation in Gene Expression Regulation), Cluster 3 (Phase Separation in RNA-Protein Interaction), Cluster 4 (Reference Value of Phase Separation in Neurodegenerative Diseases for Cancer Research), and Cluster 5 (Roles and Mechanisms of Phase Separation). And further time-series analysis revealed that Cluster 5 is the emerging research cluster. In addition, results from the regression curve and hotspot burst analysis point in unison to super-enhancer (a=0.5515, R2=0.6586, p=0.0044) and stress granule (a=0.8000, R2=0.6000, p=0.0085) as the most potential star molecule in this field. More interestingly, the Random-Walk-Strategy-based Walktrap algorithm further revealed that \"phase separation, cancer, transcription, super-enhancer, epigenetics\"(Relevance Percentage[RP]=100%, Development Percentage[DP]=29.2%), \"stress granule, immunotherapy, tumor microenvironment, RNA binding protein\"(RP=79.2%, DP=33.3%) and \"nanoparticle, apoptosis\"(RP=70.8%, DP=25.0%) are closely associated with this field, but are still under-developed and worthy of further exploration. In conclusion, this study profiled the global scientific landscape, discovered a crucial emerging research cluster, identified several pivotal research molecules, and predicted several crucial but still under-developed directions that deserve further research, providing an important reference value for subsequent basic and clinical research of phase separation in cancer.
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