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Structural basis for the allosteric behaviour and substrate specificity of Lactococcus lactis Prolidase 乳球菌 Prolidase 异构行为和底物特异性的结构基础
IF 3.2 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-01-13 DOI: 10.1016/j.bbapap.2024.141000
Shangyi Xu , Pawel Grochulski , Takuji Tanaka

Prolidase (EC 3.4.13.9) is an enzyme that specifically hydrolyzes Xaa-Pro dipeptides into free amino acids. We previously studied kinetic behaviours and solved the crystal structure of wild-type (WT) Lactococcus lactis prolidase (Llprol), showing that this homodimeric enzyme has unique characteristics: allosteric behaviour and substrate inhibition. In this study, we focused on solving the crystal structures of three Llprol mutants (D36S, H38S, and R293S) which behave differently in v-S plots. The D36S and R293S Llprol mutants do not show allosteric behaviour, and the Llprol mutant H38S has allosteric behaviour comparable to the WT enzyme (Hill constant 1.52 and 1.58, respectively). The crystal structures of Llprol variants suggest that the active site of Llprol formed with amino acid residues from both monomers, i.e., located in an interfacial area of dimer. The comparison between the structure models of Llprol indicated that the two monomers in the dimers of Llprol variants have different relative positions among Llprol variants. They showed different interatomic distances between the amino acid residues bridging the two monomers and varied sizes of the solvent-accessible interface areas in each Llprol variant. These observations indicated that Llprol could adapt to different conformational states with distinctive substrate affinities. It is strongly speculated that the domain movements required for productive substrate binding are restrained in allosteric Llprol (WT and H38S). At low substrate concentrations, only one out of the two active sites at the dimer interface could accept substrate; as a result, the asymmetrical activated dimer leads to allosteric behaviour.

脯氨酸酶(EC 3.4.13.9)是一种能将 Xaa-Pro 二肽特异性水解为游离氨基酸的酶。我们之前研究了野生型(WT)乳球菌脯氨酸酶(Llprol)的动力学行为并解析了其晶体结构,结果表明这种同源二聚体酶具有独特的特性:异位行为和底物抑制。在这项研究中,我们重点研究了三种 Llprol 突变体(D36S、H38S 和 R293S)的晶体结构,它们在 v-S 图中的表现各不相同。D36S 和 R293S Llprol 突变体不显示异构行为,与 WT 酶相比,Llprol 突变体 R293S 的山丘系数较低(分别为 1.52 和 1.58)。Llprol 突变体的晶体结构表明,Llprol 的活性位点由来自两个单体的氨基酸残基形成,即位于二聚体的界面区。Llprol 结构模型之间的比较表明,Llprol 变体二聚体中的两个单体在 Llprol 变体中的相对位置不同。在每个 Llprol 变体中,连接两个单体的氨基酸残基之间的原子间距离不同,可溶解的界面区域的大小也不同。这些观察结果表明,Llprol 可适应不同的构象状态,并具有不同的底物亲和力。人们强烈推测,在异构 Llprol(WT 和 H38S)中,有效结合底物所需的结构域运动受到了限制。在底物浓度较低时,二聚体界面上的两个活性位点中只有一个能接受底物;因此,不对称的活化二聚体导致了异构行为。
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引用次数: 0
Biophysical characterization of human-cell-expressed, full-length κI O18/O8, AL-09, λ6a, and Wil immunoglobulin light chains 人体细胞表达的全长 κI O18/O8、AL-09、λ6a 和 Wil 免疫球蛋白轻链的生物物理特性分析
IF 3.2 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2023-12-31 DOI: 10.1016/j.bbapap.2023.140993
Pinaki Misra , Alexander Tischer , Lindsey Lampe , Valeria Pierluissi-Ruiz , Christopher J. Dick , Benoit Bragantini , Nikita Kormshchikov , Matthew Auton , Marina Ramirez-Alvarado

Immunoglobulin light chain (AL) amyloidosis involves the deposition of insoluble monoclonal AL protein fibrils in the extracellular space of different organs leading to dysfunction and death. Development of methods to efficiently express and purify AL proteins with acceptable standards of homogeneity and structural integrity has become critical to understand the in vitro and in vivo aspects of AL protein aggregation, and thus the disease progression. In this study, we report the biophysical characterization of His-tagged and untagged versions of AL full-length (FL) κI and λ6 subgroup proteins and their mutants expressed from the Expi293F human cell line. We used an array of biophysical and biochemical methods to analyze the structure and stability of the monomers, oligomerization states, and thermodynamic characteristics of the purified FL proteins and how they compare with the bacterially expressed FL proteins. Our results demonstrate that the tagged and untagged versions of FL proteins have comparable stability to proteins expressed in bacterial cells but exhibit multiple unfolding transitions and reversibility. Non-reducing SDS-PAGE and analytical ultracentrifugation analysis showed presence of monomers and dimers, with an insignificant amount of higher-order oligomers, in the purified fraction of all proteins. Overall, the FL proteins were expressed with sufficient yields for biophysical studies and can replace bacterial expression systems.

免疫球蛋白轻链(AL)淀粉样变性病是指不溶性单克隆 AL 蛋白纤维沉积在不同器官的细胞外空间,导致功能障碍和死亡。开发可有效表达和纯化 AL 蛋白的方法,使其达到可接受的均一性和结构完整性标准,对于了解 AL 蛋白聚集的体外和体内方面,进而了解疾病的进展至关重要。在本研究中,我们报告了从 Expi293F 人类细胞系表达的 His 标记和非标记 AL 全长 (FL) κI 和 λ6 亚群蛋白及其突变体的生物物理特征。我们使用了一系列生物物理和生物化学方法来分析纯化的 FL 蛋白的单体结构和稳定性、寡聚状态和热力学特征,以及它们与细菌表达的 FL 蛋白的比较。我们的研究结果表明,带标记和不带标记的 FL 蛋白与细菌细胞中表达的蛋白具有相似的稳定性,但表现出多种折叠转换和可逆性。非还原 SDS-PAGE 和分析超速离心分析表明,所有蛋白质的纯化部分都存在单体和二聚体,只有少量高阶寡聚体。总之,FL 蛋白的表达量足以满足生物物理研究的需要,可以取代细菌表达系统。
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引用次数: 0
Characterisation of the forest cobra (Naja melanoleuca) venom using a multifaceted mass spectrometric-based approach 利用基于质谱的多元方法确定森林眼镜蛇(Naja melanoleuca)毒液的特征
IF 3.2 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2023-12-27 DOI: 10.1016/j.bbapap.2023.140992
C. Ruth Wang , Alix C. Harlington , Marten F. Snel , Tara L. Pukala

Snake venoms consist of highly biologically active proteins and peptides that are responsible for the lethal physiological effects of snakebite envenomation. In order to guide the development of targeted antivenom strategies, comprehensive understanding of venom compositions and in-depth characterisation of various proteoforms, often not captured by traditional bottom-up proteomic workflows, is necessary. Here, we employ an integrated ‘omics’ and intact mass spectrometry (MS)-based approach to profile the heterogeneity within the venom of the forest cobra (Naja melanoleuca), adopting different analytical strategies to accommodate for the dynamic molecular mass range of venom proteins present. The venom proteome of N. melanoleuca was catalogued using a venom gland transcriptome-guided bottom-up proteomics approach, revealing a venom consisting of six toxin superfamilies. The subtle diversity present in the venom components was further explored using reversed phase-ultra performance liquid chromatography (RP-UPLC) coupled to intact MS. This approach showed a significant increase in the number of venom proteoforms within various toxin families that were not captured in previous studies. Furthermore, we probed at the higher-order structures of the larger venom proteins using a combination of native MS and mass photometry and revealed significant structural heterogeneity along with extensive post-translational modifications in the form of glycosylation in these larger toxins. Here, we show the diverse structural heterogeneity of snake venom proteins in the venom of N. melanoleuca using an integrated workflow that incorporates analytical strategies that profile snake venom at the proteoform level, complementing traditional venom characterisation approaches.

蛇毒由具有高度生物活性的蛋白质和肽组成,是造成蛇咬伤致命生理效应的原因。为了指导有针对性的抗蛇毒血清策略的开发,有必要全面了解蛇毒成分并深入分析各种蛋白质形式的特征,而传统的自下而上的蛋白质组学工作流程往往无法捕捉到这些特征。在这里,我们采用了一种基于 "全息 "和完整质谱(MS)的综合方法来分析森林眼镜蛇(Naja melanoleuca)毒液的异质性,并采用不同的分析策略来适应毒液蛋白质的动态分子质量范围。采用毒腺转录组引导的自下而上的蛋白质组学方法对黑腹眼镜蛇的毒液蛋白质组进行了编目,发现其毒液由六个毒素超家族组成。采用反相超高效液相色谱法(RP-UPLC)结合完整的质谱进一步探索了毒液成分的微妙多样性。这种方法显示,以前的研究没有捕捉到的各种毒素家族中的毒液蛋白形式数量有了显著增加。此外,我们还结合使用了原生质谱和质谱光度法,对大型毒液蛋白的高阶结构进行了探测,结果发现这些大型毒素具有显著的结构异质性,并存在广泛的糖基化形式的翻译后修饰。在这里,我们利用综合工作流程,结合在蛋白质形式水平上分析蛇毒的分析策略,展示了N. melanoleuca毒液中蛇毒蛋白的多种结构异质性,对传统的毒液表征方法进行了补充。
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引用次数: 0
Methionine gamma lyase: Structure-activity relationships and therapeutic applications 蛋氨酸伽马裂解酶:结构-活性关系和治疗应用
IF 3.2 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2023-12-24 DOI: 10.1016/j.bbapap.2023.140991
Samanta Raboni , Serena Faggiano , Stefano Bettati , Andrea Mozzarelli

Methionine gamma lyase (MGL) is a bacterial and plant enzyme that catalyzes the conversion of methionine in methanthiol, 2-oxobutanoate and ammonia. The enzyme belongs to fold type I of the pyridoxal 5′-dependent family. The catalytic mechanism and the structure of wild type MGL and variants were determined in the presence of the natural substrate as well as of many sulfur-containing derivatives. Structure-function relationship studies were pivotal for MGL exploitation in the treatment of cancer, bacterial infections, and other diseases. MGL administration to cancer cells leads to methionine starvation, thus decreasing cells viability and increasing their vulnerability towards other drugs. In antibiotic therapy, MGL acts by transforming prodrugs in powerful drugs. Numerous strategies have been pursued for the delivering of MGL in vivo to prolong its bioavailability and decrease its immunogenicity. These include conjugation with polyethylene glycol and encapsulation in synthetic or natural vesicles, eventually decorated with tumor targeting molecules, such as the natural phytoestrogens daidzein and genistein. The scientific achievements in studying MGL structure, function and perspective therapeutic applications came from the efforts of many talented scientists, among which late Tatyana Demidkina to whom we dedicate this review.

甲硫氨酸伽马裂解酶(MGL)是一种细菌和植物酶,可催化甲硫氨酸转化为甲硫醇、2-氧代丁酸酯和氨。该酶属于吡哆醛 5′依赖型家族的折叠 I 型。在天然底物和多种含硫衍生物存在的情况下,确定了野生型 MGL 和变体的催化机理和结构。结构-功能关系研究对于利用 MGL 治疗癌症、细菌感染和其他疾病至关重要。给癌细胞施用 MGL 会导致蛋氨酸饥饿,从而降低细胞的活力,使其更容易受到其他药物的伤害。在抗生素治疗中,MGL 的作用是将原药转化为强效药物。为了延长 MGL 的生物利用度并降低其免疫原性,人们采取了许多策略在体内输送 MGL。这些策略包括与聚乙二醇共轭,以及封装在合成或天然囊泡中,最终用肿瘤靶向分子(如天然植物雌激素麦角苷和染料木苷)进行装饰。在研究 MGL 结构、功能和治疗应用前景方面取得的科学成就来自于许多才华横溢的科学家的努力,其中包括已故的 Tatyana Demidkina。
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引用次数: 0
Propagation of conformational instability in FK506-binding protein FKBP12 FK506 结合蛋白 FKBP12 构象不稳定性的传播
IF 3.2 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2023-12-23 DOI: 10.1016/j.bbapap.2023.140990
David M. LeMaster, Qamar Bashir, Griselda Hernández

FKBP12 is the archetype of the FK506 binding domains that define the family of FKBP proteins which participate in the regulation of various distinct physiological signaling processes. As the drugs FK506 and rapamycin inhibit many of these FKBP proteins, there is need to develop therapeutics which exhibit selectivity within this family. The long β45 loop of the FKBP domain is known to regulate transcriptional activity for the steroid hormone receptors and appears to participate in regulating calcium channel activity for the cardiac and skeletal muscle ryanodine receptors. The β45 loop of FKBP12 has been shown to undergo extensive conformational dynamics, and here we report hydrogen exchange measurements for a series of mutational variants in that loop which indicate deviations from a two-state kinetics for those dynamics. In addition to a previously characterized local transition near the tip of this loop, evidence is presented for a second site of conformational dynamics in the stem of this loop. These mutation-dependent hydrogen exchange effects extend beyond the β45 loop, primarily by disrupting the hydrogen bond between the Gly 58 amide and the Tyr 80 carbonyl oxygen which links the two halves of the structural rim that surrounds the active site cleft. Mutationally-induced opening of the cleft between Gly 58 and Tyr 80 not only modulates the global stability of the protein, it promotes a conformational transition in the distant β23a hairpin that modulates the binding affinity for a FKBP51-selective inhibitor previously designed to exploit a localized conformational transition at the homologous site.

FKBP12 是 FK506 结合结构域的原型,它定义了 FKBP 蛋白家族,该家族参与调节各种不同的生理信号转导过程。由于药物 FK506 和雷帕霉素能抑制许多 FKBP 蛋白,因此有必要开发在该家族中具有选择性的疗法。众所周知,FKBP 结构域的β4-β5 长环可调节类固醇激素受体的转录活性,并似乎参与调节心脏和骨骼肌雷诺丁受体的钙通道活性。FKBP12 的 β4-β5 环已被证明发生了广泛的构象动态变化,我们在此报告了该环中一系列突变变体的氢交换测量结果,结果表明这些动态变化偏离了双态动力学。除了先前表征的该环尖端附近的局部转变外,我们还提出了该环茎中第二个构象动态位点的证据。这些依赖于突变的氢交换效应延伸到了β4-β5 环之外,主要是通过破坏 Gly 58 氨基酸和 Tyr 80 羰基氧之间的氢键来实现的。突变诱导的 Gly 58 和 Tyr 80 之间裂隙的打开不仅调节了蛋白质的整体稳定性,还促进了远处 β2-β3a 发夹的构象转变,从而调节了先前为利用同源位点的局部构象转变而设计的 FKBP51 选择性抑制剂的结合亲和力。
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引用次数: 0
PDZome-wide and structural characterization of the PDZ-binding motif of VANGL2 VANGL2 的 PDZ 结合基团的 PDZome 范围和结构特征。
IF 3.2 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2023-12-23 DOI: 10.1016/j.bbapap.2023.140989
Marta Montserrat-Gomez , Gergo Gogl , Kendall Carrasco , Stephane Betzi , Fabien Durbesson , Alexandra Cousido-Siah , Camille Kostmann , Dominic J. Essig , Kristian Strømgaard , Søren Østergaard , Xavier Morelli , Gilles Trave , Renaud Vincentelli , Eric Bailly , Jean-Paul Borg

VANGL2 is a core component of the non-canonical Wnt/Planar Cell Polarity signaling pathway that uses its highly conserved carboxy-terminal type 1 PDZ-binding motif (PBM) to bind a variety of PDZ proteins. In this study, we characterize and quantitatively assess the largest VANGL2 PDZome-binding profile documented so far, using orthogonal methods. The results of our holdup approach support VANGL2 interactions with a large panel of both long-recognized and unprecedented PDZ domains. Truncation and point mutation analyses of the VANGL2 PBM establish that, beyond the strict requirement of the P-0 / V521 and P-2 / T519 amino acids, upstream residues, including E518, Q516 and R514 at, respectively, P-3, P-5 and P-7 further contribute to the robustness of VANGL2 interactions with two distinct PDZ domains, SNX27 and SCRIBBLE-PDZ3. In agreement with these data, incremental amino-terminal deletions of the VANGL2 PBM causes its overall affinity to progressively decline. Moreover, the holdup data establish that the PDZome binding repertoire of VANGL2 starts to diverge significantly with the truncation of E518. A structural analysis of the SYNJ2BP-PDZ/VANGL2 interaction with truncated PBMs identifies a major conformational change in the binding direction of the PBM peptide after the P-2 position. Finally, we report that the PDZome binding profile of VANGL2 is dramatically rearranged upon phosphorylation of S517, T519 and S520. Our crystallographic approach illustrates how SYNJ2BP accommodates a S520-phosphorylated PBM peptide through the ideal positioning of two basic residues, K48 and R86. Altogether our data provides a comprehensive view of the VANGL2 PDZ network and how this network specifically responds to the post-translation modification of distinct PBM residues. These findings should prove useful in guiding future functional and molecular studies of the key PCP component VANGL2.

VANGL2是非经典Wnt/平面细胞极性信号通路的核心成分,它利用其高度保守的羧基末端1型PDZ结合基序(PBM)与多种PDZ蛋白结合。在本研究中,我们使用正交方法描述并定量评估了迄今为止最大的 VANGL2 PDZome 结合图谱。我们的保留方法的结果支持 VANGL2 与一大批长期公认的和前所未有的 PDZ 结构域相互作用。对 VANGL2 PBM 的截断和点突变分析表明,除了 P-0 / V521 和 P-2 / T519 氨基酸的严格要求之外,上游残基(包括分别位于 P-3、P-5 和 P-7 的 E518、Q516 和 R514)也进一步促进了 VANGL2 与两个不同的 PDZ 结构域(SNX27 和 SCRIBBLE-PDZ3)的稳健相互作用。与这些数据一致的是,VANGL2 PBM 氨基末端的递增缺失导致其总体亲和力逐渐下降。此外,保留数据还证实,随着 E518 的截断,VANGL2 的 PDZome 结合库开始显著分化。对 SYNJ2BP-PDZ/VANGL2 与截短的 PBM 相互作用的结构分析发现,在 P-2 位置之后,PBM 肽的结合方向发生了重大构象变化。最后,我们报告说,当 S517、T519 和 S520 发生磷酸化时,VANGL2 的 PDZome 结合谱发生了显著的重新排列。我们的晶体学方法说明了 SYNJ2BP 如何通过 K48 和 R86 这两个基本残基的理想定位来容纳 S520 磷酸化的 PBM 肽。总之,我们的数据提供了一个关于 VANGL2 PDZ 网络以及该网络如何对不同 PBM 残基的翻译后修饰做出特异性反应的全面视角。这些发现将有助于指导未来对 PCP 关键成分 VANGL2 的功能和分子研究。
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引用次数: 0
BthTX-I, a phospholipase A2-like toxin, is inhibited by the plant cinnamic acid derivative: chlorogenic acid 植物肉桂酸衍生物可抑制磷脂酶 A2 类毒素 BthTX-I:绿原酸。
IF 3.2 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2023-12-21 DOI: 10.1016/j.bbapap.2023.140988
Fábio Florença Cardoso , Guilherme Henrique Marchi Salvador , Walter Luís Garrido Cavalcante , Maeli Dal-Pai , Marcos Roberto de Mattos Fontes

Snakebite is a significant health concern in tropical and subtropical regions, particularly in Africa, Asia, and Latin America, resulting in more than 2.7 million envenomations and an estimated one hundred thousand fatalities annually. The Bothrops genus is responsible for the majority of snakebite envenomings in Latin America and Caribbean countries. Accidents involving snakes from this genus are characterized by local symptoms that often lead to permanent sequelae and death. However, specific antivenoms exhibit limited effectiveness in inhibiting local tissue damage. Phospholipase A2-like (PLA2-like) toxins emerge as significant contributors to local myotoxicity in accidents involving Bothrops species. As a result, they represent a crucial target for prospective treatments. Some natural and synthetic compounds have shown the ability to reduce or abolish the myotoxic effects of PLA2-like proteins. In this study, we employed a combination approach involving myographic, morphological, biophysical and bioinformatic techniques to investigate the interaction between chlorogenic acid (CGA) and BthTX-I, a PLA2-like toxin. CGA provided a protection of 71.8% on muscle damage in a pre-incubation treatment. Microscale thermophoresis and circular dichroism experiments revealed that CGA interacted with the BthTX-I while preserving its secondary structure. CGA exhibited an affinity to the toxin that ranks among the highest observed for a natural compound. Bioinformatics simulations indicated that CGA inhibitor binds to the toxin's hydrophobic channel in a manner similar to other phenolic compounds previously investigated. These findings suggest that CGA interferes with the allosteric transition of the non-activated toxin, and the stability of the dimeric assembly of its activated state.

在热带和亚热带地区,尤其是在非洲、亚洲和拉丁美洲,蛇咬是一个严重的健康问题,每年造成 270 多万人被蛇咬伤,估计有 10 万人死亡。在拉丁美洲和加勒比海国家,大部分被蛇咬伤的案例都是由 Bothrops 属造成的。涉及该属蛇的事故以局部症状为特征,往往导致永久性后遗症和死亡。然而,特效抗蛇毒血清在抑制局部组织损伤方面效果有限。在涉及两栖类蛇的事故中,磷脂酶 A2 样(PLA2-like)毒素是造成局部肌毒性的重要因素。因此,它们是未来治疗的重要目标。一些天然和合成化合物已显示出降低或消除 PLA2 样蛋白肌毒性效应的能力。在这项研究中,我们采用了一种包括肌电图、形态学、生物物理和生物信息学技术的综合方法来研究绿原酸(CGA)与 BthTX-I(一种 PLA2 样毒素)之间的相互作用。在预孵育处理中,CGA 对肌肉损伤的保护率为 71.8%。微尺度热泳和圆二色性实验显示,CGA 与 BthTX-I 相互作用,同时保留了其二级结构。CGA 与毒素的亲和力是天然化合物中最高的。生物信息学模拟表明,CGA 抑制剂与毒素疏水通道的结合方式与之前研究的其他酚类化合物类似。这些研究结果表明,CGA 会干扰非活化毒素的异构转变以及活化状态下二聚体组装的稳定性。
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引用次数: 0
FunPredCATH: An ensemble method for predicting protein function using CATH FunPredCATH:利用 CATH 预测蛋白质功能的集合方法
IF 3.2 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2023-12-19 DOI: 10.1016/j.bbapap.2023.140985
Joseph Bonello , Christine Orengo

Motivation

The growth of unannotated proteins in UniProt increases at a very high rate every year due to more efficient sequencing methods. However, the experimental annotation of proteins is a lengthy and expensive process. Using computational techniques to narrow the search can speed up the process by providing highly specific Gene Ontology (GO) terms.

Methodology

We propose an ensemble approach that combines three generic base predictors that predict Gene Ontology (BP, CC and MF) terms from sequences across different species. We train our models on UniProtGOA annotation data and use the CATH domain resources to identify the protein families. We then calculate a score based on the prevalence of individual GO terms in the functional families that is then used as an indicator of confidence when assigning the GO term to an uncharacterised protein.

Methods

In the ensemble, we use a statistics-based method that scores the occurrence of GO terms in a CATH FunFam against a background set of proteins annotated by the same GO term. We also developed a set-based method that uses Set Intersection and Set Union to score the occurrence of GO terms within the same CATH FunFam. Finally, we also use FunFams-Plus, a predictor method developed by the Orengo Group at UCL to predict GO terms for uncharacterised proteins in the CAFA3 challenge.

Evaluation

We evaluated the methods against the CAFA3 benchmark and DomFun. We used the Precision, Recall and Fmax metrics and the benchmark datasets that are used in CAFA3 to evaluate our models and compare them to the CAFA3 results. Our results show that FunPredCATH compares well with top CAFA methods in the different ontologies and benchmarks.

Contributions

FunPredCATH compares well with other prediction methods on CAFA3, and the ensemble approach outperforms the base methods. We show that non-IEA models obtain higher Fmax scores than the IEA counterparts, while the models including IEA annotations have higher coverage at the expense of a lower Fmax score.

动机由于测序方法越来越高效,UniProt 中未注释蛋白质的数量每年都在以极快的速度增长。然而,蛋白质的实验注释是一个漫长而昂贵的过程。我们提出了一种组合方法,它结合了三种通用基础预测器,可从不同物种的序列中预测基因本体(BP、CC 和 MF)术语。我们在 UniProtGOA 注释数据上训练模型,并使用 CATH 领域资源来识别蛋白质家族。然后,我们根据功能家族中单个 GO 术语的普遍性计算出一个分数,在将 GO 术语分配给未表征蛋白质时,该分数将被用作置信度指标。在集合中,我们使用了一种基于统计的方法,该方法将 CATH FunFam 中出现的 GO 术语与由相同 GO 术语注释的蛋白质背景集进行对比评分。我们还开发了一种基于集合的方法,利用集合相交和集合联合来对同一 CATH FunFam 中出现的 GO 术语进行评分。最后,我们还使用了 FunFams-Plus,这是一种由加州大学洛杉矶分校 Orengo 小组开发的预测方法,用于预测 CAFA3 挑战赛中未表征蛋白质的 GO 术语。我们使用精确度、召回率和 Fmax 指标以及 CAFA3 中使用的基准数据集来评估我们的模型,并将它们与 CAFA3 的结果进行比较。我们的结果表明,FunPredCATH 在不同的本体和基准数据集上与 CAFA 的顶级方法相比都有很好的表现。我们的研究表明,非 IEA 模型比 IEA 对应模型获得了更高的 Fmax 分数,而包含 IEA 注释的模型则以较低的 Fmax 分数为代价获得了更高的覆盖率。
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引用次数: 0
Classification of binding property of amyloid β to lipid membranes: Membranomic research using quartz crystal microbalance combined with the immobilization of lipid planar membranes 淀粉样β与脂质膜结合特性的分类:利用石英晶体微天平结合固定脂质平面膜进行膜组学研究
IF 3.2 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2023-12-19 DOI: 10.1016/j.bbapap.2023.140987
Toshinori Shimanouchi , Miki Iwamura , Yasuhiro Sano , Keita Hayashi , Minoru Noda , Yukitaka Kimura

A biomembrane-related fibrillogenesis of Amyloid β from Alzheimer’ disease (Aβ) is closely related to its accumulation behavior. A binding property of Aβ peptides from Alzheimer’ disease to lipid membranes was then classified by a quartz crystal microbalance (QCM) method combined with an immobilization technique using thiol self-assembled membrane. The accumulated amounts of Aβ, Δfmax, was determined from the measurement of the maximal frequency reduction using QCM. The plots of Δfmax to Aβ concentration gave the slope and saturated value of Δfmax, (Δfmax)sat that are the parameters for binding property of Aβ to lipid membranes. Therefore, the Aβ-binding property on lipid membranes was classified by the slope and (Δfmax)sat. The plural lipid system was described as X + Y where X = L1, L1/L2, and L1/L2/L3. The slope and (Δfmax)sat values plotted as a function of mixing ratio of Y to X was classified on a basis of the lever principle (LP). The LP violation observed in both parameters resulted from the formation of the crevice or pothole, as Aβ-specific binding site, generated at the boundary between ld and lo phases. The LP violation observed only in the slope resulted from glycolipid-rich domain acting as Aβ-specific binding site. Furthermore, lipid planar membranes indicating strong LP violation favored strong fibrillogenesis. Especially, lipid planar membranes indicating the LP violation only in the slope induced lateral aggregated and spherulitic fibrillar aggregates. Thus, the classification of Aβ binding property on lipid membranes appeared to be related to the fibrillogenesis with a certain morphology.

阿尔茨海默病(Alzheimer's disease,Aβ)中的淀粉样β与生物膜相关的纤维生成与其蓄积行为密切相关。研究人员采用石英晶体微天平(QCM)方法,结合硫醇自组装膜固定技术,对阿尔茨海默病淀粉样β肽与脂膜的结合特性进行了分类。Aβ 的累积量 Δfmax 是通过使用 QCM 测量最大频率降低值确定的。根据 Δfmax 与 Aβ 浓度的关系图,可得出 Aβ 与脂膜结合特性参数 Δfmax 的斜率和饱和值 (Δfmax)sat。因此,根据斜率和(Δfmax)sat 对 Aβ 与脂膜的结合特性进行了分类。多元脂质系统被描述为 X + Y,其中 X = L1、L1/L2 和 L1/L2/L3。斜率和 (Δfmax)sat 值作为 Y 与 X 混合比的函数,根据杠杆原理(LP)进行分类。在这两个参数中观察到的违反 LP 的情况是由于在ld 相与lo 相的边界上形成了作为 Aβ 特异结合位点的裂缝或坑洞。仅在斜率中观察到的 LP 违反是由于富含糖脂的结构域充当了 Aβ 特异性结合位点。此外,显示出强烈LP违反的脂质平面膜有利于强烈的纤维生成。尤其是仅在斜率上违反 LP 的脂质平面膜会诱导横向聚集和球状纤维聚集。因此,脂膜上 Aβ 结合特性的分类似乎与具有特定形态的纤维生成有关。
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引用次数: 0
Kinetic characterization of the N-terminal domain of Malonyl-CoA reductase 丙二酰-CoA 还原酶 N 端结构域的动力学特征
IF 3.2 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2023-12-18 DOI: 10.1016/j.bbapap.2023.140986
Mirela Tkalcic Cavuzic, Grover L. Waldrop

Climate change is driving a search for environmentally safe methods to produce chemicals used in ordinary life. One such molecule is 3-hydroxypropionic acid, which is a platform industrial chemical used as a precursor for a variety of other chemical end products. The biosynthesis of 3-hydroxypropionic acid can be achieved in recombinant microorganisms via malonyl-CoA reductase in two separate reactions. The reduction of malonyl-CoA by NADPH to form malonic semialdehyde is catalyzed in the C-terminal domain of malonyl-CoA reductase, while the subsequent reduction of malonic semialdehyde to 3-hydroxypropionic acid is accomplished in the N-terminal domain of the enzyme. A new assay for the reverse reaction of the N-terminal domain of malonyl-CoA reductase from Chloroflexus aurantiacus activity has been developed. This assay was used to determine the kinetic mechanism and for isotope effect studies. Kinetic characterization using initial velocity patterns revealed random binding of the substrates NADP+ and 3-hydroxypropionic acid. Isotope effects showed substrates react to give products faster than they dissociate and that the products of the reverse reaction, NADPH and malonic semialdehyde, have a low affinity for the enzyme. Multiple isotope effects suggest proton and hydride transfer occur in a concerted fashion. This detailed kinetic characterization of the reaction catalyzed by the N-terminal domain of malonyl-CoA reductase could aid in engineering of the enzyme to make the biosynthesis of 3-hydroxypropionic acid commercially competitive with its production from fossil fuels.

气候变化正在推动人们寻找环境安全的方法来生产日常生活中使用的化学品。3-hydroxypropionic acid(3-羟基丙酸)就是这样一种分子,它是一种平台型工业化学品,可用作多种其他化学最终产品的前体。3-hydroxypropionic acid 的生物合成可在重组微生物中通过丙二酰-CoA 还原酶在两个独立的反应中实现。丙二酰-CoA 被 NADPH 还原形成丙二酸半醛的过程是由丙二酰-CoA 还原酶的 C 端结构域催化的,而随后丙二酸半醛还原成 3-羟基丙酸的过程则是由酶的 N 端结构域完成的。针对 Chloroflexus aurantiacus 活性丙二酰-CoA 还原酶 N 端结构域的逆反应,我们开发了一种新的检测方法。该测定法用于确定动力学机制和同位素效应研究。利用初始速度模式进行的动力学表征显示,底物 NADP+ 和 3-hydroxypropionic acid 的结合是随机的。同位素效应表明,底物反应生成产物的速度快于它们的解离速度,而逆反应产物 NADPH 和丙二酸半醛对酶的亲和力较低。多同位素效应表明质子和氢化物的转移是以协调的方式进行的。对丙二酰-CoA 还原酶 N 端结构域催化的反应进行详细的动力学表征,有助于对酶进行工程设计,使 3-羟基丙酸的生物合成在商业上具有竞争力,而不是从化石燃料中生产。
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引用次数: 0
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Biochimica et biophysica acta. Proteins and proteomics
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