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The advent of human-assisted peer review by AI 人工智能辅助同行评审的出现。
IF 26.8 1区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2024-06-12 DOI: 10.1038/s41551-024-01228-0
The Internet didn’t disrupt academic publishing. Audiovisual generative AI might do.
互联网并没有颠覆学术出版。视听生成式人工智能可能会。
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引用次数: 0
Author Correction: An injectable subcutaneous colon-specific immune niche for the treatment of ulcerative colitis 作者更正:用于治疗溃疡性结肠炎的可注射皮下结肠特异性免疫龛。
IF 26.8 1区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2024-06-11 DOI: 10.1038/s41551-024-01232-4
Kin Man Au, Justin E. Wilson, Jenny P.-Y. Ting, Andrew Z. Wang
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引用次数: 0
Deep-learning-enabled antibiotic discovery through molecular de-extinction 通过分子去灭绝深度学习发现抗生素
IF 26.8 1区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2024-06-11 DOI: 10.1038/s41551-024-01201-x
Fangping Wan, Marcelo D. T. Torres, Jacqueline Peng, Cesar de la Fuente-Nunez
Molecular de-extinction aims at resurrecting molecules to solve antibiotic resistance and other present-day biological and biomedical problems. Here we show that deep learning can be used to mine the proteomes of all available extinct organisms for the discovery of antibiotic peptides. We trained ensembles of deep-learning models consisting of a peptide-sequence encoder coupled with neural networks for the prediction of antimicrobial activity and used it to mine 10,311,899 peptides. The models predicted 37,176 sequences with broad-spectrum antimicrobial activity, 11,035 of which were not found in extant organisms. We synthesized 69 peptides and experimentally confirmed their activity against bacterial pathogens. Most peptides killed bacteria by depolarizing their cytoplasmic membrane, contrary to known antimicrobial peptides, which tend to target the outer membrane. Notably, lead compounds (including mammuthusin-2 from the woolly mammoth, elephasin-2 from the straight-tusked elephant, hydrodamin-1 from the ancient sea cow, mylodonin-2 from the giant sloth and megalocerin-1 from the extinct giant elk) showed anti-infective activity in mice with skin abscess or thigh infections. Molecular de-extinction aided by deep learning may accelerate the discovery of therapeutic molecules. Deep learning can be used to mine the proteomes of all available extinct organisms for the discovery of compounds with antibiotic properties.
分子灭绝旨在复活分子,以解决抗生素耐药性和其他当今生物与生物医学问题。在这里,我们展示了深度学习可用于挖掘所有已灭绝生物的蛋白质组,以发现抗生素肽。我们训练了由肽序列编码器和神经网络组成的深度学习模型集合,用于预测抗菌活性,并用它挖掘了10,311,899种肽。这些模型预测了 37176 个具有广谱抗菌活性的序列,其中有 11035 个序列在现存生物中没有发现。我们合成了 69 种肽,并通过实验证实了它们对细菌病原体的活性。大多数肽通过使细菌的细胞质膜去极化来杀死细菌,这与已知的抗菌肽相反,后者往往以外膜为目标。值得注意的是,主要化合物(包括长毛猛犸象的mammuthusin-2、直齿象的elephasin-2、古海牛的hydrodamin-1、巨树懒的mylodonin-2和已灭绝的巨麋鹿的megalocerin-1)在皮肤脓肿或大腿感染的小鼠身上显示出抗感染活性。深度学习辅助下的分子去灭绝可能会加速治疗分子的发现。
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引用次数: 0
Efficient site-specific integration of large genes in mammalian cells via continuously evolved recombinases and prime editing 通过持续进化的重组酶和素材编辑技术,在哺乳动物细胞中高效整合大基因的特异位点
IF 28.1 1区 医学 Q1 Computer Science Pub Date : 2024-06-10 DOI: 10.1038/s41551-024-01227-1
Smriti Pandey, Xin D. Gao, Nicholas A. Krasnow, Amber McElroy, Y. Allen Tao, Jordyn E. Duby, Benjamin J. Steinbeck, Julia McCreary, Sarah E. Pierce, Jakub Tolar, Torsten B. Meissner, Elliot L. Chaikof, Mark J. Osborn, David R. Liu

Methods for the targeted integration of genes in mammalian genomes suffer from low programmability, low efficiencies or low specificities. Here we show that phage-assisted continuous evolution enhances prime-editing-assisted site-specific integrase gene editing (PASSIGE), which couples the programmability of prime editing with the ability of recombinases to precisely integrate large DNA cargoes exceeding 10 kilobases. Evolved and engineered Bxb1 recombinase variants (evoBxb1 and eeBxb1) mediated up to 60% donor integration (3.2-fold that of wild-type Bxb1) in human cell lines with pre-installed recombinase landing sites. In single-transfection experiments at safe-harbour and therapeutically relevant sites, PASSIGE with eeBxb1 led to an average targeted-gene-integration efficiencies of 23% (4.2-fold that of wild-type Bxb1). Notably, integration efficiencies exceeded 30% at multiple sites in primary human fibroblasts. PASSIGE with evoBxb1 or eeBxb1 outperformed PASTE (for ‘programmable addition via site-specific targeting elements’, a method that uses prime editors fused to recombinases) on average by 9.1-fold and 16-fold, respectively. PASSIGE with continuously evolved recombinases is an unusually efficient method for the targeted integration of genes in mammalian cells.

哺乳动物基因组中基因的定向整合方法存在可编程性低、效率低或特异性低等问题。在这里,我们展示了噬菌体辅助的持续进化增强了质粒编辑辅助位点特异性整合酶基因编辑(PASSIGE),它将质粒编辑的可编程性与重组酶精确整合超过 10 千碱基的大 DNA 货物的能力结合在一起。在预先安装了重组酶着陆点的人类细胞系中,进化的和工程化的Bxb1重组酶变体(evoBxb1和eeBxb1)介导的供体整合率高达60%(是野生型Bxb1的3.2倍)。在安全港和治疗相关位点的单次转染实验中,PASSIGE 与 eeBxb1 的靶基因整合效率平均为 23%(是野生型 Bxb1 的 4.2 倍)。值得注意的是,在原代人类成纤维细胞的多个位点,整合效率超过了 30%。使用 evoBxb1 或 eeBxb1 的 PASSIGE 性能平均分别比 PASTE("通过位点特异性靶向元件的可编程添加",一种使用融合了重组酶的素编辑器的方法)高出 9.1 倍和 16 倍。使用不断进化的重组酶的 PASSIGE 是一种异常高效的哺乳动物细胞基因定向整合方法。
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引用次数: 0
Reinforcement of the intestinal mucosal barrier via mucus-penetrating PEGylated bacteria 通过粘液穿透性聚乙二醇化细菌强化肠粘膜屏障
IF 26.8 1区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2024-06-05 DOI: 10.1038/s41551-024-01224-4
Yanmei Chen, Sisi Lin, Lu Wang, Yifan Zhang, Huan Chen, Zhenzhen Fu, Mengmeng Zhang, Huilong Luo, Jinyao Liu
The breakdown of the gut’s mucosal barrier that prevents the infiltration of microorganisms, inflammatory cytokines and toxins into bodily tissues can lead to inflammatory bowel disease and to metabolic and autoimmune diseases. Here we show that the intestinal mucosal barrier can be reinforced via the oral administration of commensal bacteria coated with poly(ethylene glycol) (PEG) to facilitate their penetration into mucus. In mice with intestinal homoeostatic imbalance, mucus-penetrating PEGylated bacteria preferentially localized in mucus at the lower gastrointestinal tract, inhibited the invasion of pathogenic bacteria, maintained homoeostasis of the gut microbiota, stimulated the secretion of mucus and the expression of tight junctions, and prevented the mice from developing colitis and diabetes. Orally delivered PEGylated bacteria may help prevent and treat gastrointestinal disorders. The intestinal mucosal barrier can be reinforced via the oral administration of commensal bacteria coated with poly(ethylene glycol) to facilitate their penetration into mucus.
肠道粘膜屏障可防止微生物、炎症细胞因子和毒素渗入身体组织,如果屏障遭到破坏,就会导致炎症性肠病以及代谢性和自身免疫性疾病。在这里,我们展示了可以通过口服涂有聚(乙二醇)(PEG)的共生细菌来加强肠道粘膜屏障,从而促进其渗透到粘液中。在肠道平衡失调的小鼠中,粘液渗透性 PEG 化细菌优先定位于胃肠道下部的粘液中,抑制了致病菌的入侵,维持了肠道微生物群的平衡,刺激了粘液的分泌和紧密连接的表达,防止了小鼠患结肠炎和糖尿病。口服 PEG 化细菌可能有助于预防和治疗胃肠道疾病。
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引用次数: 0
A high-density microfluidic bioreactor for the automated manufacturing of CAR T cells 用于自动制造 CAR T 细胞的高密度微流控生物反应器
IF 28.1 1区 医学 Q1 Computer Science Pub Date : 2024-06-04 DOI: 10.1038/s41551-024-01219-1
Wei-Xiang Sin, N. Suhas Jagannathan, Denise Bei Lin Teo, Faris Kairi, Shin Yie Fong, Joel Heng Loong Tan, Dedy Sandikin, Ka-Wai Cheung, Yen Hoon Luah, Xiaolin Wu, Joshua Jebaraj Raymond, Francesca Lorraine Wei Inng Lim, Yie Hou Lee, Michaela Su-Fern Seng, Shui Yen Soh, Qingfeng Chen, Rajeev J. Ram, Lisa Tucker-Kellogg, Michael E. Birnbaum

The manufacturing of autologous chimaeric antigen receptor (CAR) T cells largely relies either on fed-batch and manual processes that often lack environmental monitoring and control or on bioreactors that cannot be easily scaled out to meet patient demands. Here we show that human primary T cells can be activated, transduced and expanded to high densities in a 2 ml automated closed-system microfluidic bioreactor to produce viable anti-CD19 CAR T cells (specifically, more than 60 million CAR T cells from donor cells derived from patients with lymphoma and more than 200 million CAR T cells from healthy donors). The in vitro secretion of cytokines, the short-term cytotoxic activity and the long-term persistence and proliferation of the cell products, as well as their in vivo anti-leukaemic activity, were comparable to those of T cells produced in a gas-permeable well. The manufacturing-process intensification enabled by the miniaturized perfusable bioreactor may facilitate the analysis of the growth and metabolic states of CAR T cells during ex vivo culture, the high-throughput optimization of cell-manufacturing processes and the scale out of cell-therapy manufacturing.

自体嵌合抗原受体(CAR)T 细胞的制造在很大程度上依赖于通常缺乏环境监测和控制的喂料批次和人工流程,或者依赖于不能轻易扩大规模以满足患者需求的生物反应器。在这里,我们展示了人类原代 T 细胞可以在 2 毫升自动封闭系统微流控生物反应器中活化、转导并扩增到高密度,从而产生有活力的抗 CD19 CAR T 细胞(具体来说,从淋巴瘤患者供体细胞中产生了 6000 多万个 CAR T 细胞,从健康供体细胞中产生了 2 亿多个 CAR T 细胞)。细胞产物的体外细胞因子分泌、短期细胞毒性活性、长期持久性和增殖,以及体内抗白血病活性,都与在透气孔中生产的 T 细胞相当。微型化可灌注生物反应器实现了制造过程的集约化,有助于分析体内外培养过程中 CAR T 细胞的生长和代谢状态、高通量优化细胞制造过程以及扩大细胞疗法的制造规模。
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引用次数: 0
Structure-guided discovery of highly efficient cytidine deaminases with sequence-context independence 在结构引导下发现与序列上下文无关的高效胞苷脱氨酶
IF 28.1 1区 医学 Q1 Computer Science Pub Date : 2024-06-03 DOI: 10.1038/s41551-024-01220-8
Kui Xu, Hu Feng, Haihang Zhang, Chenfei He, Huifang Kang, Tanglong Yuan, Lei Shi, Chikai Zhou, Guoying Hua, Yaqi Cao, Zhenrui Zuo, Erwei Zuo

The applicability of cytosine base editors is hindered by their dependence on sequence context and by off-target effects. Here, by using AlphaFold2 to predict the three-dimensional structure of 1,483 cytidine deaminases and by experimentally characterizing representative deaminases (selected from each structural cluster after categorizing them via partitional clustering), we report the discovery of a few deaminases with high editing efficiencies, diverse editing windows and increased ratios of on-target to off-target effects. Specifically, several deaminases induced C-to-T conversions with comparable efficiency at AC/TC/CC/GC sites, the deaminases could introduce stop codons in single-copy and multi-copy genes in mammalian cells without double-strand breaks, and some residue conversions at predicted DNA-interacting sites reduced off-target effects. Structure-based generative machine learning could be further leveraged to expand the applicability of base editors in gene therapies.

胞嘧啶碱基编辑器的适用性因其对序列上下文的依赖性和脱靶效应而受到阻碍。在这里,我们利用 AlphaFold2 预测了 1,483 个胞苷脱氨酶的三维结构,并通过实验鉴定了具有代表性的脱氨酶(通过分区聚类从每个结构簇中选出),报告了我们发现的一些具有高编辑效率、多种编辑窗口以及更高的靶上效应与脱靶效应比率的脱氨酶。具体来说,几种脱氨酶在AC/TC/CC/GC位点诱导C-T转换的效率相当,这些脱氨酶可以在哺乳动物细胞中的单拷贝和多拷贝基因中引入终止密码子而不会发生双链断裂,在预测的DNA相互作用位点的一些残基转换减少了脱靶效应。基于结构的生成机器学习可进一步扩大碱基编辑器在基因疗法中的应用。
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引用次数: 0
Subcutaneous biodegradable scaffolds for restimulating the antitumour activity of pre-administered CAR-T cells 皮下生物可降解支架用于重新激发预先注射的 CAR-T 细胞的抗肿瘤活性
IF 28.1 1区 医学 Q1 Computer Science Pub Date : 2024-06-03 DOI: 10.1038/s41551-024-01216-4
David K. Y. Zhang, Joshua M. Brockman, Kwasi Adu-Berchie, Yutong Liu, Yoav Binenbaum, Irene de Lázaro, Miguel C. Sobral, Rea Tresa, David J. Mooney

The efficacy of adoptive T-cell therapies based on chimaeric antigen receptors (CARs) is limited by the poor proliferation and persistence of the engineered T cells. Here we show that a subcutaneously injected biodegradable scaffold that facilitates the infiltration and egress of specific T-cell subpopulations, which forms a microenvironment mimicking features of physiological T-cell activation, enhances the antitumour activity of pre-administered CAR-T cells. CAR-T-cell expansion, differentiation and cytotoxicity were driven by the scaffold’s incorporation of co-stimulatory bound ligands and soluble molecules, and depended on the types of co-stimulatory molecules and the context in which they were presented. In mice with aggressive lymphoma, a single, local injection of the scaffold following non-curative CAR-T-cell dosing led to more persistent memory-like T cells and extended animal survival. Injectable biomaterials with optimized ligand presentation may boost the therapeutic performance of CAR-T-cell therapies.

基于嵌合抗原受体(CAR)的采纳 T 细胞疗法的疗效因工程 T 细胞的增殖性和持久性较差而受到限制。在这里,我们展示了一种皮下注射的生物可降解支架,它能促进特定T细胞亚群的浸润和排出,形成一个模拟生理性T细胞活化特征的微环境,从而增强预给药CAR-T细胞的抗肿瘤活性。CAR-T细胞的扩增、分化和细胞毒性是由支架中的共刺激结合配体和可溶性分子驱动的,并取决于共刺激分子的类型及其呈现的环境。在患有侵袭性淋巴瘤的小鼠身上,在注射非治愈性CAR-T细胞后局部注射一次支架,可获得更持久的记忆样T细胞,并延长动物的存活时间。具有优化配体呈现的可注射生物材料可能会提高CAR-T细胞疗法的治疗效果。
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引用次数: 0
Paired CRISPR screening libraries for studying the function of the non-coding genome at scale 用于大规模研究非编码基因组功能的成对 CRISPR 筛选文库
IF 26.8 1区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2024-05-31 DOI: 10.1038/s41551-024-01215-5
The majority of the human non-coding genome remains poorly studied. A user-friendly genome-wide screening system composed of thousands of paired single-guide RNAs for the deletion of non-coding regions revealed key functions of many non-coding elements in cell growth and cell differentiation and in cellular response to drugs.
对人类非编码基因组的大部分研究仍然很少。由数千条配对单导 RNA 组成的用户友好型全基因组筛选系统用于删除非编码区,该系统揭示了许多非编码元件在细胞生长、细胞分化以及细胞对药物反应中的关键功能。
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引用次数: 0
Genome-wide Cas9-mediated screening of essential non-coding regulatory elements via libraries of paired single-guide RNAs 通过配对单导 RNA 文库在全基因组范围内对 Cas9 介导的基本非编码调控元件进行筛选
IF 26.8 1区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2024-05-22 DOI: 10.1038/s41551-024-01204-8
Yufeng Li, Minkang Tan, Almira Akkari-Henić, Limin Zhang, Maarten Kip, Shengnan Sun, Jorian J. Sepers, Ningning Xu, Yavuz Ariyurek, Susan L. Kloet, Richard P. Davis, Harald Mikkers, Joshua J. Gruber, Michael P. Snyder, Xiao Li, Baoxu Pang
The functions of non-coding regulatory elements (NCREs), which constitute a major fraction of the human genome, have not been systematically studied. Here we report a method involving libraries of paired single-guide RNAs targeting both ends of an NCRE as a screening system for the Cas9-mediated deletion of thousands of NCREs genome-wide to study their functions in distinct biological contexts. By using K562 and 293T cell lines and human embryonic stem cells, we show that NCREs can have redundant functions, and that many ultra-conserved elements have silencer activity and play essential roles in cell growth and in cellular responses to drugs (notably, the ultra-conserved element PAX6_Tarzan may be critical for heart development, as removing it from human embryonic stem cells led to defects in cardiomyocyte differentiation). The high-throughput screen, which is compatible with single-cell sequencing, may allow for the identification of druggable NCREs. The functions of non-coding regulatory elements can be systematically studied genome-wide at high throughput in human cells via their Cas9-mediated deletion through libraries of paired single-guide RNAs targeting both ends of each element.
非编码调控元件(NCRE)占人类基因组的很大一部分,其功能尚未得到系统研究。在这里,我们报告了一种方法,即利用针对 NCRE 两端的成对单导 RNA 文库作为筛选系统,在 Cas9 介导下在全基因组范围内删除数千个 NCRE,从而研究它们在不同生物环境中的功能。通过使用 K562 和 293T 细胞系以及人类胚胎干细胞,我们发现 NCREs 可能具有冗余功能,许多超保守元件具有沉默子活性,并在细胞生长和细胞对药物的反应中发挥重要作用(特别是超保守元件 PAX6_Tarzan 可能对心脏发育至关重要,因为从人类胚胎干细胞中删除该元件会导致心肌细胞分化缺陷)。这种与单细胞测序兼容的高通量筛选可能有助于鉴定可用药的 NCRE。
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引用次数: 0
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Nature Biomedical Engineering
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