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Corrigendum to “The explorations of dynamic interactions of paxillin at the focal adhesions” [Biochimica et Biophysica Acta(BBA) - Proteins and Proteomics 1870/10 (2022) 140825] 勘误表“在局灶性粘连处探索帕罗西汀的动态相互作用”[Biochimica et Biophysica Acta(BBA)-蛋白质和蛋白质组学1870/10(2022)140825]。
IF 3.2 4区 生物学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2023-07-01 DOI: 10.1016/j.bbapap.2023.140905
Aziz ur Rehman Aziz , Sha Deng , Yuhang Jin , Na Li , Zhengyao Zhang , Xiaohui Yu , Bo Liu
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引用次数: 0
Kinetic control in amyloid polymorphism: Different agitation and solution conditions promote distinct amyloid polymorphs of alpha-synuclein 淀粉样蛋白多态性的动力学控制:不同的搅拌和溶液条件促进不同的α-突触核蛋白淀粉样蛋白多晶型
IF 3.2 4区 生物学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2023-07-01 DOI: 10.1016/j.bbapap.2023.140917
Santosh Devi , Dushyant Kumar Garg , Rajiv Bhat

Aggregation of neuronal protein α-synuclein is implicated in synucleinopathies, including Parkinson's disease. Despite abundant in vitro studies, the mechanism of α-synuclein assembly process remains ambiguous. In this work, α-synuclein aggregation was induced by its constant mixing in two separate modes, either by agitation in a 96-well microplate reader (MP) or in microcentrifuge tubes using a shaker incubator (SI). Aggregation in both modes occurred through a sigmoidal growth pattern with a well-defined lag, growth, and saturation phase. The end-stage MP- and SI-derived aggregates displayed distinct differences in morphological, biochemical, and spectral signatures as discerned through AFM, proteinase-K digestion, FTIR, Raman, and CD spectroscopy. The MP-derived aggregates showed irregular morphology with a significant random coil conformation, contrary to SI-derived aggregates, which showed typical β-sheet fibrillar structures. The end-stage MP aggregates convert to β-rich SI-like aggregates upon 1) seeding with SI-derived aggregates and 2) agitating in SI. We conclude that end-stage MP aggregates were in a kinetically trapped conformation, whose kinetic barrier was bypassed upon either seeding by SI-derived fibrils or shaking in SI. We further show that MP-derived aggregates that form in the presence of sorbitol, an osmolyte, displayed a β-rich signature, indicating that the preferential exclusion effect of osmolytes helped overcome the kinetic barrier. Our findings help in unravelling the kinetic origin of different α-synuclein aggregated polymorphs (strains) that encode diverse variants of synucleinopathies. We demonstrate that kinetic control shapes the polymorphic landscape of α-synuclein aggregates, both through de novo generation of polymorphs, and by their interconversion.

神经元蛋白α-突触核蛋白的聚集与突触核蛋白疾病有关,包括帕金森病。尽管有大量的体外研究,α-突触核蛋白组装过程的机制仍然模糊不清。在这项工作中,α-突触核蛋白通过两种不同模式的持续混合诱导聚集,无论是在96孔微孔板读数器(MP)中搅拌,还是在使用摇动培养箱(SI)的微量离心管中搅拌。两种模式下的聚集都是通过具有明确滞后、生长和饱和阶段的S型生长模式发生的。通过AFM、蛋白酶-K消化、FTIR、拉曼和CD光谱可以看出,终末期MP和SI衍生的聚集体在形态、生化和光谱特征方面表现出明显差异。MP衍生的聚集体表现出不规则的形态,具有显著的无规卷曲构象,而SI衍生的聚集合表现出典型的β-片状原纤维结构。在1)用SI衍生的聚集体接种和2)在SI中搅拌后,终末期MP聚集体转化为富含β的SI样聚集体,一种渗透液,显示出富含β的特征,表明渗透液的优先排斥作用有助于克服动力学障碍。我们的发现有助于揭示不同α-突触核蛋白聚集多晶型(菌株)的动力学起源,这些多晶型编码突触核蛋白疾病的不同变体。我们证明,动力学控制通过多晶型物的从头产生和它们的相互转化来塑造α-突触核蛋白聚集体的多晶型景观。
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引用次数: 0
Thermodynamic modulation of folding and aggregation energy landscape by DNA binding of functional domains of TDP-43 TDP-43功能域DNA结合对折叠和聚集能量景观的热力学调节
IF 3.2 4区 生物学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2023-07-01 DOI: 10.1016/j.bbapap.2023.140916
Divya Patni , Santosh Kumar Jha

TDP-43 is a vital nucleic acid binding protein which forms stress-induced aberrant aggregates in around 97% cases of ALS, a fatal neurodegenerative disease. The functional tandem RRM domain of the protein (TDP-43tRRM) has been shown to undergo amyloid-like aggregation under stress in a pH-dependent fashion. However, the underlying thermodynamic and molecular basis of aggregation and how the energy landscape of folding, stability, and aggregation are coupled and modulated by nucleic acid binding is poorly understood. Here, we show that the pH stress thermodynamically destabilizes the native protein and systematically populates the unfolded-like aggregation-prone molecules which leads to amyloid-like aggregation. We observed that specific DNA binding inhibits aggregation and populates native-like compact monomeric state even under low-pH stress as measured by circular dichroism, ANS binding, size exclusion chromatography, and transmission electron microscopy. We show that DNA-binding thermodynamically stabilizes and populates the native state even under stress and reduces the population of unfolded-like aggregation-prone molecules which leads to systematic aggregation inhibition. Our results suggest that thermodynamic modulation of the folding and aggregation energy landscape by nucleic-acid-like molecules could be a promising approach for effective therapeutic intervention in TDP-43-associated proteinopathies.

TDP-43是一种重要的核酸结合蛋白,在约97%的ALS(一种致命的神经退行性疾病)病例中形成应激诱导的异常聚集体。蛋白质的功能性串联RRM结构域(TDP-43tRRM)已被证明在压力下以pH依赖的方式经历淀粉样聚集。然而,对聚集的潜在热力学和分子基础,以及折叠、稳定性和聚集的能量景观如何通过核酸结合耦合和调节,还知之甚少。在这里,我们发现pH应力在热力学上使天然蛋白质不稳定,并系统地填充易聚集的未折叠分子,从而导致淀粉样蛋白聚集。我们观察到,通过圆二色性、ANS结合、尺寸排阻色谱和透射电子显微镜测量,即使在低pH胁迫下,特异性DNA结合也会抑制聚集并形成天然的紧密单体状态。我们表明,即使在压力下,DNA结合在热力学上也能稳定并占据天然状态,并减少未折叠的类聚集倾向分子的数量,从而导致系统的聚集抑制。我们的研究结果表明,核酸样分子对折叠和聚集能量景观的热力学调节可能是对TDP-43相关蛋白疾病进行有效治疗干预的一种有前途的方法。
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引用次数: 0
The molecular basis of the antidepressant action of the magic mushroom extract, psilocin 抗抑郁作用的分子基础的神奇蘑菇提取物,psilocin
IF 3.2 4区 生物学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2023-07-01 DOI: 10.1016/j.bbapap.2023.140914
Ali Asghar Hakami Zanjani, Teresa Quynh Tram Nguyen, Luise Jacobsen, Himanshu Khandelia

Magic mushrooms, and their extract psilocybin, are well-known for their psychedelic properties and recreational use. Psilocin, the bio-active form of psilocybin, can potentially treat various psychiatric diseases. Psilocin putatively exerts its psychedelic effect as an agonist to the serotonin 2A receptor (5-HT2AR), which is also the receptor for the neurological hormone serotonin. The two key chemical differences between the two molecules are first, that the primary amine in serotonin is replaced with a tertiary amine in psilocin, and second, the hydroxyl group is substituted differently on the aromatic ring. Here, we find that psilocin can bind to 5-HT2AR with an affinity higher than serotonin, and provide the molecular logic behind the higher binding affinity of psilocin using extensive molecular dynamics simulations and free energy calculations. The binding free energy of psilocin is dependent upon the protonation states of the ligands, as well as that of the key residue in the binding site: Aspartate 155. We find that the tertiary amine of psilocin, and not the altered substitution of the hydroxyl group in the ring is responsible for the increased affinity of psilocin. We propose design rules for effective antidepressants based on molecular insights from our simulations.

神奇蘑菇及其提取物裸盖菇素以其迷幻特性和娱乐用途而闻名。裸盖菇素是一种生物活性形式,有可能治疗各种精神疾病。Psilocin被认为作为血清素2A受体(5-HT2AR)的激动剂发挥其迷幻作用,血清素2A受体也是神经激素血清素的受体。这两种分子之间的两个关键化学差异是,首先,血清素中的伯胺被裸盖菌素中的叔胺取代,其次,芳香环上的羟基被不同的取代。在这里,我们发现裸盖菇素可以以比血清素更高的亲和力与5-HT2AR结合,并使用广泛的分子动力学模拟和自由能计算提供了裸盖菇蛋白更高结合亲和力背后的分子逻辑。裸盖菇素的结合自由能取决于配体的质子化状态,以及结合位点中关键残基天冬氨酸155的质子态。我们发现,裸盖菇素的叔胺,而不是环中羟基取代的改变,是裸盖菇蛋白亲和力增加的原因。我们根据模拟中的分子见解,提出了有效抗抑郁药的设计规则。
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引用次数: 1
Comparison of force fields to study the zinc-finger containing protein NPL4, a target for disulfiram in cancer therapy 比较力场研究含锌指蛋白NPL4,二硫仑在癌症治疗中的靶点
IF 3.2 4区 生物学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2023-07-01 DOI: 10.1016/j.bbapap.2023.140921
Simone Scrima , Matteo Tiberti , Ulf Ryde , Matteo Lambrughi , Elena Papaleo

Molecular dynamics (MD) simulations are a powerful approach to studying the structure and dynamics of proteins related to health and disease. Advances in the MD field allow modeling proteins with high accuracy. However, modeling metal ions and their interactions with proteins is still challenging. NPL4 is a zinc-binding protein and works as a cofactor for p97 to regulate protein homeostasis. NPL4 is of biomedical importance and has been proposed as the target of disulfiram, a drug recently repurposed for cancer treatment. Experimental studies proposed that the disulfiram metabolites, bis-(diethyldithiocarbamate)‑copper and cupric ions, induce NPL4 misfolding and aggregation. However, the molecular details of their interactions with NPL4 and consequent structural effects are still elusive. Here, biomolecular simulations can help to shed light on the related structural details. To apply MD simulations to NPL4 and its interaction with copper the first important step is identifying a suitable force field to describe the protein in its zinc-bound states. We examined different sets of non-bonded parameters because we want to study the misfolding mechanism and cannot rule out that the zinc may detach from the protein during the process and copper replaces it. We investigated the force-field ability to model the coordination geometry of the metal ions by comparing the results from MD simulations with optimized geometries from quantum mechanics (QM) calculations using model systems of NPL4. Furthermore, we investigated the performance of a force field including bonded parameters to treat copper ions in NPL4 that we obtained based on QM calculations.

分子动力学(MD)模拟是研究与健康和疾病相关的蛋白质结构和动力学的有力方法。MD领域的进展使得能够高精度地对蛋白质进行建模。然而,对金属离子及其与蛋白质的相互作用进行建模仍然具有挑战性。NPL4是一种锌结合蛋白,作为p97的辅因子调节蛋白质稳态。NPL4具有生物医学重要性,已被提议作为双硫仑的靶点,双硫仑是一种最近重新用于癌症治疗的药物。实验研究表明,双硫仑代谢产物双(二乙基二硫代氨基甲酸酯)铜和铜离子会诱导NPL4错误折叠和聚集。然而,它们与NPL4相互作用的分子细节以及由此产生的结构效应仍然难以捉摸。在这里,生物分子模拟可以帮助阐明相关的结构细节。为了将MD模拟应用于NPL4及其与铜的相互作用,第一个重要步骤是确定合适的力场来描述处于锌结合状态的蛋白质。我们检查了不同的非键参数,因为我们想研究错误折叠机制,并且不能排除锌在这个过程中可能与蛋白质分离,而铜取代了它。我们通过将MD模拟的结果与使用NPL4模型系统的量子力学(QM)计算的优化几何结构进行比较,研究了对金属离子配位几何结构进行建模的力场能力。此外,我们研究了包括键合参数的力场的性能,以处理NPL4中的铜离子,这是我们基于QM计算获得的。
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引用次数: 1
Structural characterization of the type I-B CRISPR Cas7 from Thermobaculum terrenum 末端热杆菌I-B型CRISPR Cas7的结构表征
IF 3.2 4区 生物学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2023-05-01 DOI: 10.1016/j.bbapap.2023.140900
Pil-Won Seo , Do-Heon Gu , Ji-Won Kim , Jun-Hong Kim , Suk-Youl Park , Jeong-Sun Kim

Clustered regularly interspaced short palindromic repeats (CRISPR) in many prokaryotes functions as an adaptive immune system against mobile genetic elements. A heterologous ribonucleoprotein silencing complex composed of CRISPR-associated (Cas) proteins and a CRISPR RNA (crRNA) neutralizes the incoming mobile genetic elements. The type I and III silencing complexes commonly include a protein-helical backbone of several copies of identical subunits, for example, Cas7 in the type I silencing complex.

In this study, we structurally characterized type I-B Cas7 (Csh2 from Thermobaculum terrenum; TterCsh2). The revealed crystal structure of TterCsh2 shows a typical glove-like architecture of Cas7, which consists of a palm, a thumb, and a finger domain. Csh2 proteins have 5 conserved sequence motifs that are arranged to form a presumable crRNA-binding site in the TterCsh2 structure. This crRNA binding site of TterCsh2 is structurally and potentially comparable to those observed in helix-forming Cas7 structures in other sub-types. Analysis of the reported Cas7 structures and their sequences suggests that Cas7s can be divided into at least two sub-classes. These data will broaden our understanding on the Cascade complex of CRISPR/Cas systems.

在许多原核生物中,簇状规则间隔的短回文重复序列(CRISPR)作为一种针对移动遗传元件的适应性免疫系统发挥作用。由CRISPR相关(Cas)蛋白和CRISPR RNA(crRNA)组成的异源核糖核蛋白沉默复合物中和进入的可移动遗传元件。I型和III型沉默复合物通常包括相同亚基的几个拷贝的蛋白质螺旋骨架,例如I型沉默复合中的Cas7。在本研究中,我们对I-B型Cas7(来自Thermobaculum terrenum的Csh2;TterCsh2)进行了结构表征。所揭示的TterCsh2的晶体结构显示了Cas7的典型手套状结构,其由手掌、拇指和指域组成。Csh2蛋白具有5个保守的序列基序,这些基序被排列以在TterCsh2结构中形成可推测的crRNA结合位点。TterCsh2的这种crRNA结合位点在结构上和潜在上与在其他亚型中的螺旋形成Cas7结构中观察到的那些具有可比性。对已报道的Cas7结构及其序列的分析表明,Cas7可分为至少两个亚类。这些数据将拓宽我们对CRISPR/Cas系统级联复合体的理解。
{"title":"Structural characterization of the type I-B CRISPR Cas7 from Thermobaculum terrenum","authors":"Pil-Won Seo ,&nbsp;Do-Heon Gu ,&nbsp;Ji-Won Kim ,&nbsp;Jun-Hong Kim ,&nbsp;Suk-Youl Park ,&nbsp;Jeong-Sun Kim","doi":"10.1016/j.bbapap.2023.140900","DOIUrl":"10.1016/j.bbapap.2023.140900","url":null,"abstract":"<div><p><span>Clustered regularly interspaced short palindromic repeats (CRISPR) in many </span>prokaryotes<span> functions as an adaptive immune system against mobile genetic elements<span><span>. A heterologous ribonucleoprotein silencing complex composed of CRISPR-associated (Cas) proteins and a CRISPR </span>RNA (crRNA) neutralizes the incoming mobile genetic elements. The type I and III silencing complexes commonly include a protein-helical backbone of several copies of identical subunits, for example, Cas7 in the type I silencing complex.</span></span></p><p>In this study, we structurally characterized type I-B Cas7 (Csh2 from <em>Thermobaculum terrenum</em><span>; TterCsh2). The revealed crystal structure of TterCsh2 shows a typical glove-like architecture of Cas7, which consists of a palm, a thumb, and a finger domain. Csh2 proteins have 5 conserved sequence motifs that are arranged to form a presumable crRNA-binding site in the TterCsh2 structure. This crRNA binding site of TterCsh2 is structurally and potentially comparable to those observed in helix-forming Cas7 structures in other sub-types. Analysis of the reported Cas7 structures and their sequences suggests that Cas7s can be divided into at least two sub-classes. These data will broaden our understanding on the Cascade complex of CRISPR/Cas systems.</span></p></div>","PeriodicalId":8760,"journal":{"name":"Biochimica et biophysica acta. Proteins and proteomics","volume":null,"pages":null},"PeriodicalIF":3.2,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9472083","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Molecular dynamics simulations suggest Thiosemicarbazones can bind p53 cancer mutant R175H 分子动力学模拟表明,硫代氨基脲可以结合p53癌症突变体R175H
IF 3.2 4区 生物学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2023-05-01 DOI: 10.1016/j.bbapap.2023.140903
Tanushree Das, Chaitali Mukhopadhyay

Cancer pathologies are associated with the unfolding and aggregation of most recurring mutations in the DNA Binding Domain (DBD) of p53 that coordinate the destabilization of protein. Substitution at the 175th codon with arginine to histidine (R175H, a mutation of large to small side-chain amino acid) destabilizes the DBD by 3 kcal/mol and triggers breasts, lung cancer, etc. Stabilizing the p53 mutant by small molecules offers an attractive drug-targeted anti-cancer therapy. The thiosemicarbazone (TSC) molecules NPC and DPT are known to act as zinc-metallochaperones to reactivate p53R175H. Here, a combination of LESMD simulations for 10 TSC conformations with a p53R175H receptor, single ligand-protein conformation MD, and ensemble docking with multiple p53R175H conformations observed during simulations is suggested to identify the potential binding site of the target protein in light of their importance for the direct TSC – p53R175H binding. NPC binds mutant R175H in the loop region L2-L3, forming pivotal hydrogen bonds with HIS175, pi‑sulfur bonds with TYR163, and pi-alkyl linkages with ARG174 and PRO190, all of which are contiguous to the zinc-binding native site on p53DBD. DPT, on the other hand, was primarily targeting alternative binding sites such as the loop-helix L1/H2 region and the S8 strand. The similar structural characteristics of TSC-bound p53R175H complexes with wild-type p53DBD are thought to be attributable to involved interactions that favour binding free energy contributions of TSC ligands. Our findings may be useful in the identification of novel pockets with druggable properties.

癌症病理与p53的DNA结合结构域(DBD)中大多数重复突变的展开和聚集有关,这些突变协调了蛋白质的不稳定。在第175个密码子处用精氨酸取代组氨酸(R175H,一种大到小的侧链氨基酸突变)使DBD不稳定3 kcal/mol,并引发乳腺癌、肺癌等。通过小分子稳定p53突变提供了一种有吸引力的药物靶向抗癌疗法。已知氨基硫脲(TSC)分子NPC和DPT作为锌金属伴侣激活p53R175H。在此,建议将LESMD模拟与p53R175H受体的10个TSC构象、单配体蛋白构象MD以及在模拟过程中观察到的与多个p53R175H构象的整体对接相结合,以确定靶蛋白的潜在结合位点,因为它们对直接TSC–p53R175H结合的重要性。NPC与环区L2-L3中的突变体R175H结合,与HIS175形成关键氢键,与TYR163形成π硫键,与ARG174和PRO190形成π烷基键,所有这些都与p53DBD上的锌结合天然位点相邻。另一方面,DPT主要靶向替代结合位点,如环螺旋L1/H2区和S8链。TSC结合的p53R175H复合物与野生型p53DBD的相似结构特征被认为可归因于有利于TSC配体结合自由能贡献的相关相互作用。我们的发现可能有助于鉴定具有药物性质的新型口袋。
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引用次数: 0
Structure of the complex of camel peptidoglycan recognition protein-S with hexanoic acid reveals novel features of the versatile ligand-binding site at the dimeric interface 骆驼肽聚糖识别蛋白s与己酸复合物的结构揭示了二聚体界面上多功能配体结合位点的新特征
IF 3.2 4区 生物学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2023-05-01 DOI: 10.1016/j.bbapap.2022.140887
Ankit Maurya, Pradeep Sharma, Prashant K. Singh, V. Viswanathan, Punit Kaur, Sujata Sharma, Tej P. Singh

The short peptidoglycan recognition protein (PGRP-S) of the innate immune system recognizes the invading microbes through binding to their cell wall molecules. In order to understand the mode of binding of PGRP-S to bacterial cell wall molecules, the structure of the complex of camel PGRP-S (CPGRP-S) with hexanoic acid has been determined at 2.07 Å resolution. Previously, we had reported the structures of CPGRP-S in the native unbound state as well as in the complexed forms with the components of various bacterial cell wall molecules such as peptidoglycan (PGN), lipopolysaccharide (LPS), lipoteichoic acid (LTA), mycolic acid (MA) and other fatty acids. These structures revealed that CPGRP-S formed two homodimers which were designated as A-B and CD dimers. It also showed that the fatty acids bind to CPGRP-S in the binding site at the A-B dimer while the non-fatty acids were shown to bind at the interfaces of both A-B and CD dimers. The present structure of the complex of CPGRP-S with hexanoic acid (HA) showed that HA binds to CPGRP-S at the interface of CD dimer. HA was located in the same groove at the CD interface which was occupied by non-fatty acids such as PGN, LPS and LTA and interacts with residues from both C and D molecules. HA is firmly held in the groove with several hydrogen bonds and a number of van der Waals contacts. This is the first structure which reports the binding of a fatty acid in the cleft at the interface of CD dimer.

先天免疫系统的短肽聚糖识别蛋白(PGRP-S)通过与入侵微生物的细胞壁分子结合来识别入侵微生物。为了了解PGRP-S与细菌细胞壁分子的结合模式,以2.07Å的分辨率测定了骆驼PGRP-S(CPGRP-S)与己酸的复合物的结构。此前,我们已经报道了天然未结合状态下的CPGRP-S的结构,以及与各种细菌细胞壁分子的成分(如肽聚糖(PGN)、脂多糖(LPS)、脂磷壁酸(LTA)、分枝杆菌酸(MA)和其他脂肪酸)的复合形式。这些结构表明,CPGRP-S形成了两个同源二聚体,分别命名为A-B和CD二聚体。研究还表明,脂肪酸在A-B二聚体的结合位点与CPGRP-S结合,而非脂肪酸则在A-B和CD二聚体界面结合。CPGRP-S与己酸(HA)复合物的结构表明,HA在CD二聚体的界面与CPGRP-S结合。HA位于CD界面的同一凹槽中,该凹槽被非脂肪酸如PGN、LPS和LTA占据,并与C和D分子的残基相互作用。HA通过几个氢键和许多范德华接触被牢固地保持在凹槽中。这是第一个报道脂肪酸在CD二聚体界面裂缝中结合的结构。
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引用次数: 0
Analysis and prediction of protein stability based on interaction network, gene ontology, and KEGG pathway enrichment scores 基于互作网络、基因本体和KEGG通路富集评分的蛋白质稳定性分析与预测
IF 3.2 4区 生物学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2023-05-01 DOI: 10.1016/j.bbapap.2023.140889
Feiming Huang , Minfei Fu , JiaRui Li , Lei Chen , KaiYan Feng , Tao Huang , Yu-Dong Cai

Metabolic stability of proteins plays a vital role in various dedicated cellular processes. Traditional methods of measuring the metabolic stability are time-consuming and expensive. Therefore, we developed a more efficient computational approach to understand the protein dynamic action mechanisms in biological process networks. In this study, we collected 341 short-lived proteins and 824 non-short-lived proteins from U2OS; 342 short-lived proteins and 821 non-short-lived proteins from HEK293T; 424 short-lived proteins and 1153 non-short-lived proteins from HCT116; and 384 short-lived proteins and 992 non-short-lived proteins from RPE1. The proteins were encoded by GO and KEGG enrichment scores based on the genes and their neighbors in STRING, resulting in 20,681 GO term features and 297 KEGG pathway features. We also incorporated the protein interaction information from STRING into the features and obtained 19,247 node features. Boruta and mRMR methods were used for feature filtering, and IFS method was used to obtain the best feature subsets and create the models with the highest performance. The present study identified 42 features that did not appear in previous studies and classified them into eight groups according to their functional annotation. By reviewing the literature, we found that the following three functional groups were critical in determining the stability of proteins: synaptic transmission, post-translational modifications, and cell fate determination. These findings may serve as a valuable reference for developing drugs that target protein stability.

蛋白质的代谢稳定性在各种专门的细胞过程中起着至关重要的作用。测量代谢稳定性的传统方法耗时且昂贵。因此,我们开发了一种更有效的计算方法来理解生物过程网络中的蛋白质动态作用机制。在本研究中,我们从U2OS中收集了341个短命蛋白和824个非短命蛋白;来自HEK293T的342个短命蛋白和821个非短命蛋白;来自HCT116的424个短命蛋白和1153个非短命蛋白;以及来自RPE1的384个短命蛋白和992个非短命蛋白。基于STRING中的基因及其邻居,通过GO和KEGG富集评分对蛋白质进行编码,产生20681个GO术语特征和297个KEGG途径特征。我们还将来自STRING的蛋白质相互作用信息纳入特征中,并获得19247个节点特征。Boruta和mRMR方法用于特征滤波,IFS方法用于获得最佳特征子集并创建具有最高性能的模型。本研究确定了42个以前研究中没有出现的特征,并根据其功能注释将其分为八组。通过回顾文献,我们发现以下三个官能团在决定蛋白质的稳定性方面至关重要:突触传递、翻译后修饰和细胞命运决定。这些发现可能为开发靶向蛋白质稳定性的药物提供有价值的参考。
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引用次数: 16
Citrus flavanone metabolites significantly modulate global proteomic profile in pancreatic β-cells under high-glucose-induced metabolic stress 柑橘黄酮代谢物显著调节高糖诱导代谢应激下胰腺β细胞的整体蛋白质组学特征
IF 3.2 4区 生物学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2023-05-01 DOI: 10.1016/j.bbapap.2023.140898
Layanne Nascimento Fraga , Dragan Milenkovic , Sara Lima Anacleto , Michelle Salemi , Franco Maria Lajolo , Neuza Mariko Aymoto Hassimotto

Hesperidin and narirutin are the major citrus flavanones. Several studies have associated these compounds with pancreatic β-cell survival through their capacity to reduce oxidative stress, inflammation, and inhibit apoptosis. However, the molecular mechanisms of action of flavanones in pancreatic β-cells under high-glycemic stress is still largely unknown. Therefore, this study aimed to decipher molecular mechanisms of flavanone metabolites in pancreatic β-cells treated with high glucose concentration using untargeted shotgun proteomics. We identified 569 proteins differentially expressed in cells exposed to hesperetin 7-glucuronide (H7G) and 265 in cells exposed to 3-(4′-hydroxyphenyl) propanoic acid (PA). Comparison of global proteomic profiles suggest that these metabolites could counteract changes in protein expression induced by high glucose stress. The bioinformatic analyses suggested that H7G and PA modulated the expression of proteins involved in cell adhesion, cell signaling, metabolism, inflammation, and protein processing in endoplasmic reticulum (ER) pathways. Taken together, this study suggests that H7G and PA can modulate the expression of proteins that may prevent dysfunction of pancreatic β-cells under stress induced by high glucose.

橙皮苷和柚皮芦丁是柑橘中主要的黄酮类化合物。一些研究表明,这些化合物通过减少氧化应激、炎症和抑制细胞凋亡的能力,与胰腺β细胞的存活有关。然而,黄烷酮在高糖应激下对胰腺β细胞作用的分子机制在很大程度上仍然未知。因此,本研究旨在使用非靶向鸟枪蛋白质组学来破解高糖处理的胰腺β细胞中黄烷酮代谢产物的分子机制。我们鉴定了569种蛋白质在暴露于橙皮素7-葡糖苷酸(H7G)的细胞中差异表达,265种蛋白质在接触3-(4′-羟基苯基)丙酸(PA)的细胞内差异表达。全球蛋白质组学图谱的比较表明,这些代谢物可以抵消高糖胁迫诱导的蛋白质表达变化。生物信息学分析表明,H7G和PA调节参与细胞粘附、细胞信号传导、代谢、炎症和内质网(ER)途径中蛋白质加工的蛋白质的表达。总之,这项研究表明,H7G和PA可以调节蛋白质的表达,这些蛋白质可以防止高糖诱导的应激下胰腺β细胞的功能障碍。
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Biochimica et biophysica acta. Proteins and proteomics
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