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Designed with interactome-based deep learning 设计基于交互式深度学习
IF 12.9 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-18 DOI: 10.1038/s41589-024-01754-7
Xueying Mao, Yanyi Chu, Dongqing Wei
Predicting prospective drug-like molecules quickly and accurately is a considerable challenge for de novo drug design. An interactome-based deep learning method has been developed that outperforms standard chemical language models.
快速准确地预测潜在的类药物分子是全新药物设计所面临的巨大挑战。我们开发了一种基于交互组的深度学习方法,其性能优于标准化学语言模型。
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引用次数: 0
Paenilamicins are context-specific translocation inhibitors of protein synthesis 苯胺类药物是蛋白质合成的特异性转运抑制剂
IF 14.8 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-17 DOI: 10.1038/s41589-024-01752-9
Timm O. Koller, Max J. Berger, Martino Morici, Helge Paternoga, Timur Bulatov, Adriana Di Stasi, Tam Dang, Andi Mainz, Karoline Raulf, Caillan Crowe-McAuliffe, Marco Scocchi, Mario Mardirossian, Bertrand Beckert, Nora Vázquez-Laslop, Alexander S. Mankin, Roderich D. Süssmuth, Daniel N. Wilson

The paenilamicins are a group of hybrid nonribosomal peptide–polyketide compounds produced by the honey bee pathogen Paenibacillus larvae that display activity against Gram-positive pathogens, such as Staphylococcus aureus. While paenilamicins have been shown to inhibit protein synthesis, their mechanism of action has remained unclear. Here we determine structures of paenilamicin PamB2-stalled ribosomes, revealing a unique binding site on the small 30S subunit located between the A- and P-site transfer RNAs (tRNAs). In addition to providing a precise description of interactions of PamB2 with the ribosome, the structures also rationalize the resistance mechanisms used by P. larvae. We further demonstrate that PamB2 interferes with the translocation of messenger RNA and tRNAs through the ribosome during translation elongation, and that this inhibitory activity is influenced by the presence of modifications at position 37 of the A-site tRNA. Collectively, our study defines the paenilamicins as a class of context-specific translocation inhibitors.

派尼拉米星是由蜜蜂病原体幼虫派尼巴氏菌(Paenibacillus larvae)产生的一组混合非核糖体肽-聚酮化合物,对金黄色葡萄球菌等革兰氏阳性病原体具有活性。虽然已证明苯胺类化合物能抑制蛋白质合成,但其作用机制仍不清楚。在这里,我们确定了苯氨基甲酰胺 PamB2-stalled 核糖体的结构,揭示了位于 A 位点和 P 位点转运核糖核酸(tRNA)之间的 30S 小亚基上的一个独特结合位点。除了精确描述 PamB2 与核糖体的相互作用外,这些结构还合理解释了幼虫 PamB2 的抗药性机制。我们进一步证明,PamB2 在翻译伸长过程中会干扰信使 RNA 和 tRNA 通过核糖体的转运,而且这种抑制活性会受到 A 位点 tRNA 第 37 位修饰的影响。总之,我们的研究将苯胺类化合物定义为一类特异性转位抑制剂。
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引用次数: 0
Methylarginine targeting chimeras for lysosomal degradation of intracellular proteins 用于细胞内蛋白质溶酶体降解的甲基精氨酸靶向嵌合体
IF 14.8 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-16 DOI: 10.1038/s41589-024-01741-y
Laurence J. Seabrook, Carolina N. Franco, Cody A. Loy, Jaida Osman, Callie Fredlender, Jan Zimak, Melissa Campos, Steven T. Nguyen, Richard L. Watson, Samantha R. Levine, Marian F. Khalil, Kaelyn Sumigray, Darci J. Trader, Lauren V. Albrecht

A paradigm shift in drug development is the discovery of small molecules that harness the ubiquitin-proteasomal pathway to eliminate pathogenic proteins. Here we provide a modality for targeted protein degradation in lysosomes. We exploit an endogenous lysosomal pathway whereby protein arginine methyltransferases (PRMTs) initiate substrate degradation via arginine methylation. We developed a heterobifunctional small molecule, methylarginine targeting chimera (MrTAC), that recruits PRMT1 to a target protein for induced degradation in lysosomes. MrTAC compounds degraded substrates across cell lines, timescales and doses. MrTAC degradation required target protein methylation for subsequent lysosomal delivery via microautophagy. A library of MrTAC molecules exemplified the generality of MrTAC to degrade known targets and neo-substrates—glycogen synthase kinase 3β, MYC, bromodomain-containing protein 4 and histone deacetylase 6. MrTAC selectively degraded target proteins and drove biological loss-of-function phenotypes in survival, transcription and proliferation. Collectively, MrTAC demonstrates the utility of endogenous lysosomal proteolysis in the generation of a new class of small molecule degraders.

药物开发的一个范式转变是发现利用泛素-蛋白酶体途径消除致病蛋白质的小分子。在这里,我们提供了一种在溶酶体中靶向降解蛋白质的方法。我们利用了一种内源性溶酶体途径,即蛋白质精氨酸甲基转移酶(PRMTs)通过精氨酸甲基化启动底物降解。我们开发了一种杂多功能小分子--甲基精氨酸靶向嵌合体(Methylarginine targeting chimera,MrTAC),它能将 PRMT1 募集到靶蛋白上,诱导其在溶酶体中降解。MrTAC化合物降解的底物跨越细胞系、时间尺度和剂量。MrTAC降解需要靶蛋白甲基化,以便随后通过微自噬作用进入溶酶体。MrTAC分子库体现了MrTAC降解已知靶标和新底物--糖原合酶激酶3β、MYC、含溴结构域蛋白4和组蛋白去乙酰化酶6--的通用性。MrTAC 可选择性地降解靶蛋白,并导致生存、转录和增殖方面的生物功能缺失表型。总之,MrTAC 证明了内源性溶酶体蛋白水解在生成一类新型小分子降解剂中的作用。
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引用次数: 0
Fucosylation of glycoproteins and glycolipids: opposing roles in cholera intoxication 糖蛋白和糖脂的岩藻糖基化:在霍乱中毒中的对立作用
IF 14.8 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-16 DOI: 10.1038/s41589-024-01748-5
Atossa C. Ghorashi, Andrew Boucher, Stephanie A. Archer-Hartmann, Dani Zalem, Mehrnoush Taherzadeh Ghahfarrokhi, Nathan B. Murray, Rohit Sai Reddy Konada, Xunzhi Zhang, Chao Xing, Susann Teneberg, Parastoo Azadi, Ulf Yrlid, Jennifer J. Kohler

Cholera toxin (CT) is the etiological agent of cholera. Here we report that multiple classes of fucosylated glycoconjugates function in CT binding and intoxication of intestinal epithelial cells. In Colo205 cells, knockout (KO) of B3GNT5, which encodes an enzyme required for synthesis of lacto and neolacto series glycosphingolipids (GSLs), reduces CT binding but sensitizes cells to intoxication. Overexpressing B3GNT5 to generate more fucosylated GSLs confers protection against intoxication, indicating that fucosylated GSLs act as decoy receptors for CT. KO of B3GALT5 causes increased production of fucosylated O-linked and N-linked glycoproteins and leads to increased CT binding and intoxication. KO of B3GNT5 in B3GALT5-KO cells eliminates production of fucosylated GSLs but increases intoxication, identifying fucosylated glycoproteins as functional receptors for CT. These findings provide insight into the molecular determinants regulating CT sensitivity of host cells.

霍乱毒素(CT)是霍乱的病原体。在这里,我们报告了多类岩藻糖基化糖轭合物在 CT 与肠上皮细胞结合和中毒过程中的作用。在 Colo205 细胞中,敲除(KO)编码合成乳糖和新乳糖系列糖磷脂(GSLs)所需酶的 B3GNT5 可减少 CT 的结合,但会使细胞对中毒敏感。过量表达 B3GNT5 以产生更多的岩藻糖基化 GSLs 可防止中毒,这表明岩藻糖基化 GSLs 可作为 CT 的诱饵受体。KO B3GALT5 会导致产生更多的岩藻糖基化 O 链接和 N 链接糖蛋白,并导致 CT 结合和中毒增加。在 B3GALT5-KO 细胞中 KO B3GNT5 会消除岩藻糖基化 GSL 的产生,但会增加中毒,从而确定岩藻糖基化糖蛋白是 CT 的功能受体。这些发现让人们深入了解了调节宿主细胞对 CT 敏感性的分子决定因素。
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引用次数: 0
A broad anti-anti-CRISPR strategy 广泛的反CRISPR战略
IF 14.8 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-15 DOI: 10.1038/s41589-024-01743-w
Yi Zhang, Yue Feng
Prokaryotic CRISPR–Cas systems are counteracted by phage-encoded anti-CRISPR elements, and how they protect themselves remains enigmatic. A study shows that CRISPR-repressed toxins defend CRISPR–Cas against anti-CRISPR proteins or RNAs by inducing abortive infection.
原核生物的CRISPR-Cas系统会被噬菌体编码的反CRISPR元件抵消,它们如何保护自己仍然是个谜。一项研究表明,CRISPR抑制毒素通过诱导中止感染来保护CRISPR-Cas免受反CRISPR蛋白或RNA的侵害。
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引用次数: 0
ML-enhanced peroxisome capacity enables compartmentalization of multienzyme pathway ML 增强的过氧化物酶体能力实现了多酶途径的区隔化
IF 14.8 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-14 DOI: 10.1038/s41589-024-01759-2
Jordan J. Baker, Jie Shi, Shangying Wang, Elena M. Mujica, Simone Bianco, Sara Capponi, John E. Dueber

Repurposing an organelle for specialized metabolism provides an avenue for fermentable, unicellular organisms such as Saccharomyces cerevisiae to mimic compartmentalization of metabolic pathways within different plant tissues. Peroxisomes are attractive organelles for repurposing as they are not required for yeast viability when grown on glucose and can efficiently compartmentalize heterologous enzymes to enable physical separation of cytosolic native metabolism and peroxisomal engineered metabolism. However, when not required, peroxisomes are repressed, leading to low functional capacities for heterologous proteins. Here we engineer peroxisomes with enhanced functional capacities, with the goal of compartmentalizing up to eight metabolic enzymes to enhance titers. We implement a machine learning pipeline that allows the identification of factors to overexpress, culminating in a 137% increase in peroxisome functional capacity compared to a wild-type strain. Improved pathway compartmentalization enables an 80% increase in the biosynthesis titers of the monoterpene geraniol, up to 9.5 g L−1.

重新利用细胞器进行专门代谢,为酿酒酵母等可发酵的单细胞生物提供了模仿不同植物组织内代谢途径分区的途径。过氧物酶体是极具吸引力的细胞器,因为酵母在葡萄糖上生长时不需要过氧物酶体,而且过氧物酶体可以有效地分隔异源酶,从而实现细胞膜原生代谢和过氧物酶体工程代谢的物理分离。然而,当不需要时,过氧物酶体受到抑制,导致异源蛋白的功能能力低下。在这里,我们设计了具有更强功能能力的过氧化物酶体,目的是将多达八种代谢酶分隔开来,以提高滴度。我们采用了一种机器学习方法,可以识别要过量表达的因子,最终使过氧物酶体的功能能力比野生型菌株提高了 137%。改进的途径区隔使单萜类香叶醇的生物合成滴度提高了 80%,达到 9.5 g L-1。
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引用次数: 0
Sensitive fluorescent biosensor reveals differential subcellular regulation of PKC 灵敏的荧光生物传感器揭示了 PKC 的亚细胞调控差异
IF 14.8 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-11 DOI: 10.1038/s41589-024-01758-3
Qi Su, Jing Zhang, Wei Lin, Jin-Fan Zhang, Alexandra C. Newton, Sohum Mehta, Jing Yang, Jin Zhang

The protein kinase C (PKC) family of serine and threonine kinases, consisting of three distinctly regulated subfamilies, has been established as critical for various cellular functions. However, how PKC enzymes are regulated at different subcellular locations, particularly at emerging signaling hubs, is unclear. Here we present a sensitive excitation ratiometric C kinase activity reporter (ExRai-CKAR2) that enables the detection of minute changes (equivalent to 0.2% of maximum stimulation) in subcellular PKC activity. Using ExRai-CKAR2 with an enhanced diacylglycerol (DAG) biosensor, we uncover that G-protein-coupled receptor stimulation triggers sustained PKC activity at the endoplasmic reticulum and lysosomes, differentially mediated by Ca2+-sensitive conventional PKC and DAG-sensitive novel PKC, respectively. The high sensitivity of ExRai-CKAR2, targeted to either the cytosol or partitioning defective complexes, further enabled us to detect previously inaccessible endogenous atypical PKC activity in three-dimensional organoids. Taken together, ExRai-CKAR2 is a powerful tool for interrogating PKC regulation in response to physiological stimuli.

丝氨酸和苏氨酸激酶的蛋白激酶 C(PKC)家族由三个不同的亚家族组成,已被证实对各种细胞功能至关重要。然而,PKC 酶在不同亚细胞位置,特别是在新出现的信号枢纽是如何被调控的还不清楚。在这里,我们展示了一种灵敏的激发比率测量 C 激酶活性报告物(ExRai-CKAR2),它能检测亚细胞 PKC 活性的微小变化(相当于最大刺激的 0.2%)。利用带有增强型二酰甘油(DAG)生物传感器的 ExRai-CKAR2,我们发现 G 蛋白偶联受体刺激会在内质网和溶酶体引发持续的 PKC 活性,这些活性分别由对 Ca2+ 敏感的传统 PKC 和对 DAG 敏感的新型 PKC 介导。ExRai-CKAR2 的灵敏度很高,可以靶向细胞质或分区缺陷复合物,这进一步使我们能够在三维器官组织中检测到以前无法获得的内源性非典型 PKC 活性。综上所述,ExRai-CKAR2 是研究 PKC 在生理刺激下调控的有力工具。
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引用次数: 0
Superoxide finds the niche 超氧化物找到利基
IF 14.8 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-11 DOI: 10.1038/s41589-024-01742-x
Xuan Du, Jiamu Du
High levels of superoxide (O2•–) are known to regulate plant stem cell behavior, but its downstream effectors remain unclear. O2•– was found to directly promote DNA demethylase ROS1 activity to maintain the stemness of plant shoot apical meristem.
众所周知,高浓度的超氧化物(O2--)可调节植物干细胞的行为,但其下游效应因子尚不清楚。研究发现,O2--可直接促进DNA去甲基化酶ROS1的活性,从而维持植物嫩枝顶端分生组织的干性。
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引用次数: 0
Mechanism of nucleosomal H2A K13/15 monoubiquitination and adjacent dual monoubiquitination by RNF168 核糖体 H2A K13/15 单泛素化和 RNF168 邻近双重单泛素化的机制
IF 14.8 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-11 DOI: 10.1038/s41589-024-01750-x
Huasong Ai, Zebin Tong, Zhiheng Deng, Qiang Shi, Shixian Tao, Gaoge Sun, Jiawei Liang, Maoshen Sun, Xiangwei Wu, Qingyun Zheng, Lujun Liang, Hang Yin, Jia-Bin Li, Shuai Gao, Changlin Tian, Lei Liu, Man Pan

The DNA damage repair regulatory protein RNF168, a monomeric RING-type E3 ligase, has a crucial role in regulating cell fate and DNA repair by specific and efficient ubiquitination of the adjacent K13 and K15 (K13/15) sites at the H2A N-terminal tail. However, understanding how RNF168 coordinates with its cognate E2 enzyme UbcH5c to site-specifically ubiquitinate H2A K13/15 has long been hampered by the lack of high-resolution structures of RNF168 and UbcH5c~Ub (ubiquitin) in complex with nucleosomes. Here we developed chemical strategies and determined the cryo-electron microscopy structures of the RNF168–UbcH5c~Ub–nucleosome complex captured in transient H2A K13/15 monoubiquitination and adjacent dual monoubiquitination reactions, providing a ‘helix-anchoring’ mode for monomeric E3 ligase RNF168 on nucleosome in contrast to the ‘compass-binding’ mode of dimeric E3 ligases. Our work not only provides structural snapshots of H2A K13/15 site-specific monoubiquitination and adjacent dual monoubiquitination but also offers a near-atomic-resolution structural framework for understanding pathogenic amino acid substitutions and physiological modifications of RNF168.

DNA损伤修复调控蛋白RNF168是一种单体RING型E3连接酶,通过特异性地、高效地泛素化H2A N端尾部相邻的K13和K15(K13/15)位点,在调控细胞命运和DNA修复方面发挥着至关重要的作用。然而,长期以来,由于缺乏 RNF168 和 UbcH5c~Ub (泛素)与核小体复合物的高分辨率结构,人们一直无法了解 RNF168 如何与其同源的 E2 酶 UbcH5c 相互配合,从而特异性地泛素化 H2A K13/15。在这里,我们开发了化学策略,并确定了在瞬时 H2A K13/15 单泛素化和相邻双单泛素化反应中捕获的 RNF168-UbcH5c~Ub 核小体复合物的冷冻电镜结构,提供了单体 E3 连接酶 RNF168 在核小体上的 "螺旋锚定 "模式,与二聚体 E3 连接酶的 "罗盘结合 "模式形成对比。我们的研究不仅提供了 H2A K13/15 位点特异性单泛素化和相邻双单泛素化的结构快照,还为理解 RNF168 的致病氨基酸取代和生理修饰提供了近乎原子分辨率的结构框架。
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引用次数: 0
Chemical signaling in biofilm-mediated biofouling 生物膜介导的生物污损中的化学信号传递
IF 12.9 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-09-30 DOI: 10.1038/s41589-024-01740-z
Xiaobo Liu, Ling Zou, Boqiao Li, Patrick Di Martino, Daniel Rittschof, Jin-Long Yang, James Maki, Weijie Liu, Ji-Dong Gu
Biofouling is the undesirable accumulation of living organisms and their metabolites on submerged surfaces. Biofouling begins with adhesion of biomacromolecules and/or microorganisms and can lead to the subsequent formation of biofilms that are predominantly regulated by chemical signals, such as cyclic dinucleotides and quorum-sensing molecules. Biofilms typically release chemical cues that recruit or repel other invertebrate larvae and algal spores. As such, harnessing the biochemical mechanisms involved is a promising avenue for controlling biofouling. Here, we discuss how chemical signaling affects biofilm formation and dispersion in model species. We also examine how this translates to marine biofouling. Both inductive and inhibitory effects of chemical cues from biofilms on macrofouling are also discussed. Finally, we outline promising mitigation strategies by targeting chemical signaling to foster biofilm dispersion or inhibit biofouling. Biofouling causes a huge economic loss to our society. This Perspective examines the biofouling process from microfouling to macrofouling, discusses a spectrum of chemical signals that induce and inhibit biofouling and argues for potential management by targeting the signaling responsible for biofilm dispersion or biofouling inhibition.
生物污损是指生物体及其代谢物在水下表面的不良堆积。生物污损始于生物大分子和/或微生物的粘附,随后会形成主要受化学信号(如环状二核苷酸和定量感应分子)调控的生物膜。生物膜通常会释放化学线索,吸引或排斥其他无脊椎幼虫和藻类孢子。因此,利用其中的生化机制是控制生物污损的一个很有前景的途径。在这里,我们将讨论化学信号如何影响模式物种生物膜的形成和分散。我们还研究了如何将其转化为海洋生物污损。我们还讨论了生物膜化学线索对大型污损的诱导和抑制作用。最后,我们概述了有前景的缓解策略,即通过针对化学信号来促进生物膜的分散或抑制生物污损。
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引用次数: 0
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Nature chemical biology
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