chromodomain

色域
  • 文章类型: Journal Article
    不同的异染色质蛋白1(HP1)家族成员在异染色质的形成和维持中起着至关重要的作用。尽管它们的染色体结构域对二和三甲基化组蛋白H3赖氨酸9(H3K9me2/3)具有相似的亲和力,不同的HP1蛋白表现出不同的染色质结合模式,可能是由于与各种特异性因素的相互作用。以前,我们发现HP1蛋白Rhino的染色质结合模式,果蝇PIWI相互作用RNA(piRNA)途径的关键因素,在很大程度上由一种名为Kipferl的DNA序列特异性C2H2锌指蛋白定义(Baumgartner等人。,2022年)。这里,我们阐明了Rhino与其指导因子Kipferl相互作用的分子基础。通过系统发育分析,结构预测,和体内遗传学,我们鉴定了Rhino的色域内的单个氨基酸变化,G31D,这不会影响H3K9me2/3结合,但会破坏Rhino和Kipferl之间的相互作用。携带rhinoG31D突变表型突变的苍蝇,犀牛从piRNA簇重新分配到卫星重复序列,引起rhinoG31D果蝇卵巢piRNA谱的明显变化。因此,犀牛的色域作为双特异性模块,促进与组蛋白标记和DNA结合蛋白的相互作用。
    Members of the diverse heterochromatin protein 1 (HP1) family play crucial roles in heterochromatin formation and maintenance. Despite the similar affinities of their chromodomains for di- and tri-methylated histone H3 lysine 9 (H3K9me2/3), different HP1 proteins exhibit distinct chromatin-binding patterns, likely due to interactions with various specificity factors. Previously, we showed that the chromatin-binding pattern of the HP1 protein Rhino, a crucial factor of the Drosophila PIWI-interacting RNA (piRNA) pathway, is largely defined by a DNA sequence-specific C2H2 zinc finger protein named Kipferl (Baumgartner et al., 2022). Here, we elucidate the molecular basis of the interaction between Rhino and its guidance factor Kipferl. Through phylogenetic analyses, structure prediction, and in vivo genetics, we identify a single amino acid change within Rhino\'s chromodomain, G31D, that does not affect H3K9me2/3 binding but disrupts the interaction between Rhino and Kipferl. Flies carrying the rhinoG31D mutation phenocopy kipferl mutant flies, with Rhino redistributing from piRNA clusters to satellite repeats, causing pronounced changes in the ovarian piRNA profile of rhinoG31D flies. Thus, Rhino\'s chromodomain functions as a dual-specificity module, facilitating interactions with both a histone mark and a DNA-binding protein.
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  • 文章类型: Journal Article
    染色体结构域解旋酶DNA结合(CHD)和染色体盒(CBX)家族的蛋白质在细胞命运决定中起着至关重要的作用。分化,和细胞增殖在各种各样的组织和细胞类型。CHD蛋白是ATP依赖性表观遗传酶,积极参与转录调控,DNA复制,和DNA损伤修复,而CBX蛋白是转录抑制因子,主要参与异染色质的形成。CHD和CBX蛋白的多效性作用在很大程度上取决于它们与表观遗传和转录机制的其他关键组分相互作用的多功能性。尽管CHD和CBX因子的功能和调节模式在许多细胞类型中已经建立,对它们在成骨分化过程中的作用知之甚少。小鼠切牙牙髓的单细胞RNA测序分析揭示了不同间充质基质细胞(MSC)簇内CHD和CBX编码基因的不同时空表达模式,代表了成骨分化的各个阶段。此外,编码CHD和CBX蛋白相互作用伴侣的基因,如三胸-COMPASS和多梳染色质重塑复合物的亚基,在MSC亚群内表现出差异共表达行为。因此,CHD和CBX编码基因在MSCs中显示部分重叠但不同的表达模式,表明它们在成骨细胞命运决定中的不同作用。
    The chromodomain helicase DNA-binding (CHD) and chromobox (CBX) families of proteins play crucial roles in cell fate decisions, differentiation, and cell proliferation in a broad variety of tissues and cell types. CHD proteins are ATP-dependent epigenetic enzymes actively engaged in transcriptional regulation, DNA replication, and DNA damage repair, whereas CBX proteins are transcriptional repressors mainly involved in the formation of heterochromatin. The pleiotropic effects of CHD and CBX proteins are largely dependent on their versatility to interact with other key components of the epigenetic and transcriptional machinery. Although the function and regulatory modes of CHD and CBX factors are well established in many cell types, little is known about their roles during osteogenic differentiation. A single-cell RNA-sequencing analysis of the mouse incisor dental pulp revealed distinct spatiotemporal expression patterns of CHD- and CBX-encoding genes within different clusters of mesenchymal stromal cells (MSCs) representing various stages of osteogenic differentiation. Additionally, genes encoding interaction partners of CHD and CBX proteins, such as subunits of the trithorax-COMPASS and polycomb chromatin remodeling complexes, exhibited differential co-expression behaviors within MSC subpopulations. Thus, CHD- and CBX-encoding genes show partially overlapping but distinct expression patterns in MSCs, suggesting their differential roles in osteogenic cell fate decisions.
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  • 文章类型: Journal Article
    自闭症谱系障碍(ASD)先证者和未受影响的家庭成员的全外显子组测序已经确定了许多具有从头变异的基因,这些基因被怀疑在该疾病中起因果作用。其中,染色体结构域解旋酶DNA结合蛋白8(CHD8)是最反复突变的。尽管CHD8突变很普遍,我们对CHD8丢失如何影响基因组组织或神经元中这些分子改变的功能后果知之甚少。这里,我们设计了两种具有CHD8功能丧失突变的等基因人类胚胎干细胞系,并表征了分化人类皮质神经元的差异.我们确定了数百个表达改变的基因,包括许多参与神经发育和兴奋性突触传递的。现场记录和单细胞电生理学显示,CHD8/-神经元的放电率和突触活动降低了3倍,以及来自Chd8+/-小鼠的原代皮层神经元的类似放电率缺陷。神经元和突触功能的这些改变可以通过CHD8过表达来逆转。此外,CHD8+/-神经元在整个基因组中显示开放染色质的大量增加,其中压缩的最大变化是接近自闭症易感性候选2(AUTS2),其编码与ASD有关的转录调节因子。CHD8+/-神经元中染色质可及性和表达变化的基因与ASD先证中突变的基因有显著重叠,智力残疾,和精神分裂症,但在健康对照或其他疾病队列中没有基因突变。总的来说,这项研究描述了CHD8+/-神经元基因组结构和表达的关键分子改变,并将这些改变与受损的神经元和突触功能联系起来。
    Whole-exome sequencing of autism spectrum disorder (ASD) probands and unaffected family members has identified many genes harboring de novo variants suspected to play a causal role in the disorder. Of these, chromodomain helicase DNA-binding protein 8 (CHD8) is the most recurrently mutated. Despite the prevalence of CHD8 mutations, we have little insight into how CHD8 loss affects genome organization or the functional consequences of these molecular alterations in neurons. Here, we engineered two isogenic human embryonic stem cell lines with CHD8 loss-of-function mutations and characterized differences in differentiated human cortical neurons. We identified hundreds of genes with altered expression, including many involved in neural development and excitatory synaptic transmission. Field recordings and single-cell electrophysiology revealed a 3-fold decrease in firing rates and synaptic activity in CHD8+/- neurons, as well as a similar firing-rate deficit in primary cortical neurons from Chd8+/- mice. These alterations in neuron and synapse function can be reversed by CHD8 overexpression. Moreover, CHD8+/- neurons displayed a large increase in open chromatin across the genome, where the greatest change in compaction was near autism susceptibility candidate 2 (AUTS2), which encodes a transcriptional regulator implicated in ASD. Genes with changes in chromatin accessibility and expression in CHD8+/- neurons have significant overlap with genes mutated in probands for ASD, intellectual disability, and schizophrenia but not with genes mutated in healthy controls or other disease cohorts. Overall, this study characterizes key molecular alterations in genome structure and expression in CHD8+/- neurons and links these changes to impaired neuronal and synaptic function.
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  • 文章类型: Journal Article
    多梳抑制复合物1(PRC1)是分化和发育的表观遗传调节因子,由多个亚基组成,包括RING1,BMI1和染色体盒。PRC1的组成决定了其功能,特定亚基的异常表达导致了包括癌症在内的几种疾病。具体来说,读者蛋白Chromobox2(CBX2)识别抑制性修饰,包括组蛋白H3赖氨酸27三甲基化(H3K27me3)和H3赖氨酸9二甲基化(H3K9me2)。与未转化的细胞对应物相比,CBX2在几种癌症中过度表达。它促进癌症进展和化疗抵抗。因此,抑制CBX2的阅读器功能是一种有吸引力的独特的抗癌方法。
    与其他CBX家族成员相比,CBX2具有与色域(CD)并列的独特的A/T-钩DNA结合结构域。使用计算方法,我们构建了一个包含CD和A/T钩子域的CBX2同源模型。我们使用该模型作为肽设计的基础,并鉴定了预测直接结合CBX2的CD和A/T-钩子区的阻断肽。在体外和体内模型中测试这些肽。
    CBX2阻断肽显著抑制卵巢癌细胞的2D和3D生长,下调CBX2靶基因,抑制了体内肿瘤的生长。
    The Polycomb Repressor Complex 1 (PRC1) is an epigenetic regulator of differentiation and development, consisting of multiple subunits including RING1, BMI1, and Chromobox. The composition of PRC1 dictates its function and aberrant expression of specific subunits contributes to several diseases including cancer. Specifically, the reader protein Chromobox2 (CBX2) recognizes the repressive modifications including histone H3 lysine 27 tri-methylation (H3K27me3) and H3 lysine 9 dimethylation (H3K9me2). CBX2 is overexpressed in several cancers compared to the non-transformed cell counterparts, it promotes both cancer progression and chemotherapy resistance. Thus, inhibiting the reader function of CBX2 is an attractive and unique anti-cancer approach.
    Compared with other CBX family members, CBX2 has a unique A/T-hook DNA binding domain that is juxtaposed to the chromodomain (CD). Using a computational approach, we constructed a homology model of CBX2 encompassing the CD and A/T hook domain. We used the model as a basis for peptide design and identified blocking peptides that are predicted to directly bind the CD and A/T-hook regions of CBX2. These peptides were tested in vitro and in vivo models.
    The CBX2 blocking peptide significantly inhibited both 2D and 3D growth of ovarian cancer cells, downregulated a CBX2 target gene, and blunted tumor growth in vivo.
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  • 文章类型: Journal Article
    历史,组成核小体,进行各种翻译后修饰,如乙酰化,甲基化,磷酸化,和泛素化。特别是,组蛋白甲基化作用不同的细胞功能取决于氨基酸残基的位置进行修饰,并且受到组蛋白甲基转移酶和去甲基酶的拮抗作用的严格调节。组蛋白甲基转移酶(HMTases)的SUV39H家族从裂变酵母到人类在进化上是保守的,并且在称为异染色质的高阶染色质结构的形成中起重要作用。SUV39H家族HMTases催化组蛋白H3赖氨酸9(H3K9)的甲基化,并且该修饰用作异染色质蛋白1(HP1)的结合位点,以形成高级染色质结构。虽然该酶家族的调节机制已经在各种模式生物中得到了广泛的研究,Clr4,一种裂变酵母同源物,做出了重要贡献。在这次审查中,我们专注于SUV39H蛋白家族的调控机制,特别是,裂殖酵母Clr4的研究揭示了分子机制,并讨论了它们与其他HMTases相比的普遍性。
    Histones, which make up nucleosomes, undergo various post-translational modifications, such as acetylation, methylation, phosphorylation, and ubiquitylation. In particular, histone methylation serves different cellular functions depending on the location of the amino acid residue undergoing modification, and is tightly regulated by the antagonistic action of histone methyltransferases and demethylases. The SUV39H family of histone methyltransferases (HMTases) are evolutionarily conserved from fission yeast to humans and play an important role in the formation of higher-order chromatin structures called heterochromatin. The SUV39H family HMTases catalyzes the methylation of histone H3 lysine 9 (H3K9), and this modification serves as a binding site for heterochromatin protein 1 (HP1) to form a higher-order chromatin structure. While the regulatory mechanism of this family of enzymes has been extensively studied in various model organisms, Clr4, a fission yeast homologue, has made an important contribution. In this review, we focus on the regulatory mechanisms of the SUV39H family of proteins, in particular, the molecular mechanisms revealed by the studies of the fission yeast Clr4, and discuss their generality in comparison to other HMTases.
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  • 文章类型: Journal Article
    在减数分裂期间,具有同源伴侣的染色体经历突触复合体(SC)介导的配对,而剩余的未配对的染色体通过未配对的沉默被异染色体化。SC形成过程中同源识别的潜在机制尚不清楚。这里,我们显示秀丽隐杆线虫Argonaute蛋白,CSR-1及其旁系CSR-2,与22G-RNA相互作用,是突触复合体形成所必需的,具有准确的同源性。细胞核和减数分裂粘附素的CSR-1,构成SC横向元素,与非简单的DNA重复有关,包括微型卫星和转座子,与编码基因弱相关。CSR-1相关的CeRep55微型卫星表达22G-RNA和长链非编码(lnc)RNA,它们与成对染色体上的突触复合物和未配对染色体的相干蛋白区域共定位。CeRep55多位点缺失降低了同源配对和不成对沉默的效率,由csr-1活动支持。此外,需要CSR-1和CSR-2来进行未配对染色体的适当异层析。这些发现表明CSR-1和CSR-2在同源性识别中起着至关重要的作用。通过靶向重复衍生的lncRNAs实现染色体对之间的精确SC形成和凝聚未配对染色体。
    During meiosis, chromosomes with homologous partners undergo synaptonemal complex (SC)-mediated pairing, while the remaining unpaired chromosomes are heterochromatinized through unpaired silencing. Mechanisms underlying homolog recognition during SC formation are still unclear. Here, we show that the Caenorhabditis elegans Argonaute proteins, CSR-1 and its paralog CSR-2, interacting with 22G-RNAs, are required for synaptonemal complex formation with accurate homology. CSR-1 in nuclei and meiotic cohesin, constituting the SC lateral elements, were associated with nonsimple DNA repeats, including minisatellites and transposons, and weakly associated with coding genes. CSR-1-associated CeRep55 minisatellites were expressing 22G-RNAs and long noncoding (lnc) RNAs that colocalized with synaptonemal complexes on paired chromosomes and with cohesin regions of unpaired chromosomes. CeRep55 multilocus deletions reduced the efficiencies of homologous pairing and unpaired silencing, which were supported by the csr-1 activity. Moreover, CSR-1 and CSR-2 were required for proper heterochromatinization of unpaired chromosomes. These findings suggest that CSR-1 and CSR-2 play crucial roles in homology recognition, achieving accurate SC formation between chromosome pairs and condensing unpaired chromosomes by targeting repeat-derived lncRNAs.
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  • 文章类型: Journal Article
    啄木鸟,犀牛/HP1D的同系物,仅在果蝇卵巢中表达,属于异染色质蛋白1家族,犀牛也一样.Rhi通过其N端色域识别富含异染色质标记H3K9me3的piRNA簇,并通过其C端阴影域招募Deadlock,进一步招募Moonshiner,TATA盒结合蛋白相关因子2大亚基的同系物,促进piRNA前体的转录,从而保护基因组。尽管Oxp只拥有色域,它的丢失导致雌性种系中转座子的上调。在这项研究中,我们解决了与组蛋白H3K9me3肽复合物中的Oxp色域的晶体结构。当Oxp色域二聚化时,两个H3K9me3肽以反平行方式与Oxp染色体结构域结合。ITC实验和定点诱变实验表明,E44确定Oxp与H3K9me3的结合能力比Rhi强五倍。此外,我们发现Oxp和Rhi可以形成异二聚体,这可能揭示了在没有CSD的情况下Oxp调节转座子沉默的分子机制。
    Oxpecker, the homolog of Rhino/HP1D, exclusively expressed in Drosophila ovaries, belongs to the Heterochromatin Protein 1 family, as does Rhino. Rhi recognizes piRNA clusters enriched with the heterochromatin marker H3K9me3 via its N-terminal chromodomain and recruits Deadlock via its C-terminal chromoshadow domain, further recruits Moonshiner, a paralog of the TATA box-binding protein-related factor 2 large subunits, to promote transcription of piRNA precursors, thereby protecting the genome. Despite Oxp possessing only the chromodomain, its loss leads to the upregulation of transposons in the female germline. In this study, we solved the crystal structure of the Oxp chromodomain in complex with the histone H3K9me3 peptide. As the Oxp chromodomain dimerizes, two H3K9me3 peptides bind to the Oxp chromodomain in an antiparallel manner. ITC experiments and site-directed mutagenesis experiments showed that E44 determines Oxp\'s five-fold stronger binding ability to H3K9me3 than that of Rhi. In addition, we found that Oxp and Rhi can form a heterodimer, which may shed light on the molecular mechanism by which Oxp regulates transposon silencing in the absence of CSD.
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  • 文章类型: Journal Article
    DNA甲基化是真核生物从真菌到动植物的重要表观遗传标记,它在调节基因表达和转座子沉默中起着至关重要的作用。一旦甲基化标记被从头DNA甲基转移酶建立,需要特定的调节机制来维持染色质复制过程中的甲基化状态,在减数分裂和有丝分裂期间。植物DNA甲基化在三种情况下被发现;CG,CHG,和CHH(H=A,T,C),由一组独特的DNA甲基转移酶建立和维持,并受植物特异性途径调节。植物中的DNA甲基化通常与其他表观遗传修饰有关。例如非编码RNA和组蛋白修饰。本章主要介绍结构,函数,植物DNA甲基转移酶的调控机制及其与其他表观遗传途径的串扰。
    DNA methylation is an important epigenetic mark conserved in eukaryotes from fungi to animals and plants, where it plays a crucial role in regulating gene expression and transposon silencing. Once the methylation mark is established by de novo DNA methyltransferases, specific regulatory mechanisms are required to maintain the methylation state during chromatin replication, both during meiosis and mitosis. Plant DNA methylation is found in three contexts; CG, CHG, and CHH (H = A, T, C), which are established and maintained by a unique set of DNA methyltransferases and are regulated by plant-specific pathways. DNA methylation in plants is often associated with other epigenetic modifications, such as noncoding RNA and histone modifications. This chapter focuses on the structure, function, and regulatory mechanism of plant DNA methyltransferases and their crosstalk with other epigenetic pathways.
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  • 文章类型: Journal Article
    MRG15/MORF4L1是真核生物中的一种高度保守的蛋白质,含有一个染色体结构域(CHD),可识别染色质中组蛋白H3(H3K36me3)上赖氨酸36的甲基化。有趣的是,文献中已经报道了与染色质修饰中涉及的几种不同因素相互作用,基因调控,选择性mRNA剪接,和通过同源重组进行DNA修复。为了获得生理状况下关联的完整可靠的图片,我们使用基因组编辑和串联亲和纯化来分析人MRG15的稳定天然相互作用组,其缺乏CHD的旁系物MRGX/MORF4L2,和等基因K562细胞中的MRGBP(MRG结合蛋白)。我们发现MRG15和MRGX与NuA4/TIP60组蛋白乙酰转移酶/染色质重塑剂的稳定可互换关联,Sin3B组蛋白脱乙酰酶/去甲基酶,ASH1L组蛋白甲基转移酶,和PALB2-BRCA2DNA修复蛋白复合物。通过内源性蛋白的CRISPR标记和表达的同种型的比较进一步证实和分析了这些关联。重要的是,基于结构信息,点突变可以被引入,其特异性地破坏MRG15与一些复合物而不是其他复合物的结合。最有趣的是,我们还鉴定了由MRG15/X-MRGBP-BRD8-EP400NL(EP400N端样)形成的新的丰富的天然复合物,其功能类似于酵母TINTIN(与核小体转录相互作用的NuA4三聚体无关)复合物。我们的结果表明,EP400NL,与NuA4/TIP60亚基EP400的N末端区域同源,通过竞争BRD8结合产生TINTIN。功能基因组学表明人TINTIN在特定基因的转录中起作用。这很可能与BRD8的H4ac结合溴结构域在转录基因的编码区上沿着MRG15的H3K36me3结合CHD连接。一起来看,我们的数据提供了人类MRG蛋白相关蛋白复合物的完整详细图片,这对于理解和关联它们在基于染色质的核过程中的不同生物学功能至关重要。
    MRG15/MORF4L1 is a highly conserved protein in eukaryotes that contains a chromodomain (CHD) recognizing methylation of lysine 36 on histone H3 (H3K36me3) in chromatin. Intriguingly, it has been reported in the literature to interact with several different factors involved in chromatin modifications, gene regulation, alternative mRNA splicing, and DNA repair by homologous recombination. To get a complete and reliable picture of associations in physiological conditions, we used genome editing and tandem affinity purification to analyze the stable native interactome of human MRG15, its paralog MRGX/MORF4L2 that lacks the CHD, and MRGBP (MRG-binding protein) in isogenic K562 cells. We found stable interchangeable association of MRG15 and MRGX with the NuA4/TIP60 histone acetyltransferase/chromatin remodeler, Sin3B histone deacetylase/demethylase, ASH1L histone methyltransferase, and PALB2-BRCA2 DNA repair protein complexes. These associations were further confirmed and analyzed by CRISPR tagging of endogenous proteins and comparison of expressed isoforms. Importantly, based on structural information, point mutations could be introduced that specifically disrupt MRG15 association with some complexes but not others. Most interestingly, we also identified a new abundant native complex formed by MRG15/X-MRGBP-BRD8-EP400NL (EP400 N-terminal like) that is functionally similar to the yeast TINTIN (Trimer Independent of NuA4 for Transcription Interactions with Nucleosomes) complex. Our results show that EP400NL, being homologous to the N-terminal region of NuA4/TIP60 subunit EP400, creates TINTIN by competing for BRD8 association. Functional genomics indicate that human TINTIN plays a role in transcription of specific genes. This is most likely linked to the H4ac-binding bromodomain of BRD8 along the H3K36me3-binding CHD of MRG15 on the coding region of transcribed genes. Taken together, our data provide a complete detailed picture of human MRG proteins-associated protein complexes, which are essential to understand and correlate their diverse biological functions in chromatin-based nuclear processes.
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  • 文章类型: Journal Article
    定向进化是一种广泛使用的工程策略,用于通过重复轮的突变和选择来改善蛋白质的稳定性或生化功能。选择感兴趣的蛋白质作为模板并在分子展示平台如用于工程改造的噬菌体上表达。最初,需要通过ELISA对照所需靶标检查表面展示的蛋白质模板,以检查所展示的模板的功能是否保持完整。ELISA信号经受蛋白质-靶标结合亲和力。低亲和力导致弱的ELISA信号,这使得难以确定弱信号是由于低亲和力还是由于蛋白质的低表达。使用与组蛋白H3K9me3肽弱结合的甲基赖氨酸结合色结构域蛋白Cbx1,我们开发并比较了三种不同的方法来增加ELISA测量的信噪比。我们观察到通过增加ELISA板上的Cbx1噬菌体浓度增强了特异性肽结合信号。向Cbx1蛋白引入先前已知的功能获得性突变显着增加了ELISA信号。此外,我们证明,通过将Cbx1与高亲和力磷酸酪氨酸结合蛋白融合,并用H3K9me3和磷酸酪氨酸肽的混合物包被ELISA板,H3K9me3特异性结合信号得到增强。该方法还与较低亲和力的模甲基赖氨酸肽H3K9me1结合。当处理低亲和力配体-蛋白质相互作用时,这些方法可能有助于改善ELISA实验。
    Directed evolution is a widely-used engineering strategy for improving the stabilities or biochemical functions of proteins by repeated rounds of mutation and selection. A protein of interest is selected as the template and expressed on a molecular display platform such as a bacteriophage for engineering. Initially, the surface-displayed protein template needs to be checked against the desired target via ELISA to examine whether the functions of the displayed template remain intact. The ELISA signal is subject to the protein-target binding affinity. A low-affinity results in a weak ELISA signal which makes it difficult to determine whether the weak signal is because of low affinity or because of poor expression of the protein. Using a methyllysine-binding chromodomain protein Cbx1 that weakly binds to the histone H3K9me3 peptide, we developed and compared three different approaches to increase the signal-to-background ratio of ELISA measurements. We observed that the specific peptide-binding signal was enhanced by increasing the Cbx1 phage concentration on the ELISA plate. The introduction of previously known gain-of-function mutations to the Cbx1 protein significantly increased the ELISA signals. Moreover, we demonstrated that the H3K9me3-specific binding signal was enhanced by fusing Cbx1 with a high-affinity phosphotyrosine-binding protein and by coating the ELISA plate with a mixture of H3K9me3 and phosphotyrosine peptides. This approach also worked with binding to a lower affinity momomethyllysine peptide H3K9me1. These approaches may help improve ELISA experiments when dealing with low-affinity ligand-protein interactions.
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