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An improved approach to generate IL-15+/+/TGFβR2-/- iPSC-derived natural killer cells using TALEN. 利用 TALEN 生成 IL-15+/+/TGFβR2-/- iPSC 衍生自然杀伤细胞的改进方法。
IF 4.3 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-09-16 Epub Date: 2024-09-10 DOI: 10.1016/j.crmeth.2024.100857
An-Ping Chen, Peng Gao, Liang Lin, Preeti Ashok, Hongzhi He, Chao Ma, David Li Zou, Vincent Allain, Alex Boyne, Alexandre Juillerat, Philippe Duchateau, Armin Rath, Daniel Teper, Antonio Arulanandam, Hao-Ming Chang, Justin Eyquem, Wei Li

We present a TALEN-based workflow to generate and maintain dual-edited (IL-15+/+/TGFβR2-/-) iPSCs that produce enhanced iPSC-derived natural killer (iNK) cells for cancer immunotherapy. It involves using a cell lineage promoter for knocking in (KI) gene(s) to minimize the potential effects of expression of any exogenous genes on iPSCs. As a proof-of-principle, we KI IL-15 under the endogenous B2M promoter and show that it results in high expression of the sIL-15 in iNK cells but minimal expression in iPSCs. Furthermore, given that it is known that knockout (KO) of TGFβR2 in immune cells can enhance resistance to the suppressive TGF-β signaling in the tumor microenvironment, we develop a customized medium containing Nodal that can maintain the pluripotency of iPSCs with TGFβR2 KO, enabling banking of these iPSC clones. Ultimately, we show that the dual-edited IL-15+/+/TGFβR2-/- iPSCs can be efficiently differentiated into NK cells that show enhanced autonomous growth and are resistant to the suppressive TGF-β signaling.

我们提出了一种基于 TALEN 的工作流程,用于生成和维持双重编辑(IL-15+/+/TGFβR2-/-)的 iPSCs,产生增强的 iPSC 衍生自然杀伤(iNK)细胞,用于癌症免疫疗法。它涉及使用细胞系启动子敲入(KI)基因,以尽量减少任何外源基因表达对 iPSC 的潜在影响。作为原理验证,我们在内源性 B2M 启动子下敲入了 IL-15,结果表明 iNK 细胞中 sIL-15 的表达量很高,但 iPSCs 中的表达量却很小。此外,众所周知,免疫细胞中的 TGFβR2 基因敲除(KO)可增强对肿瘤微环境中抑制性 TGF-β 信号的抵抗力,因此我们开发了一种含有 Nodal 的定制培养基,可维持 TGFβR2 基因敲除的 iPSC 的多能性,使这些 iPSC 克隆得以存活。最终,我们证明了经过双重编辑的 IL-15+/+/TGFβR2-/- iPSCs 可高效分化为 NK 细胞,这些细胞显示出更强的自主生长能力,并能抵抗 TGF-β 信号的抑制。
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引用次数: 0
Profiling migration of human monocytes in response to chemotactic and barotactic guidance cues. 分析人类单核细胞对趋化和气压导向线索的迁移反应。
IF 4.3 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-09-16 Epub Date: 2024-09-05 DOI: 10.1016/j.crmeth.2024.100846
Clare K Hall, Olivia M Barr, Antoine Delamare, Alex Burkholder, Alice Tsai, Yuyao Tian, Felix E Ellett, Brent M Li, Rudolph E Tanzi, Mehdi Jorfi

Monocytes are critical to innate immunity, participating in chemotaxis during tissue injury, infection, and inflammatory conditions. However, the migration dynamics of human monocytes under different guidance cues are not well characterized. Here, we developed a microfluidic device to profile the migration characteristics of human monocytes under chemotactic and barotactic guidance cues while also assessing the effects of age and cytokine stimulation. Human monocytes preferentially migrated toward the CCL2 gradient through confined microchannels, regardless of donor age and migration pathway. Stimulation with interferon (IFN)-γ, but not granulocyte-macrophage colony-stimulating factor (GM-CSF), disrupted monocyte navigation through complex paths and decreased monocyte CCL2 chemotaxis, velocity, and CCR2 expression. Additionally, monocytes exhibited a bias toward low-hydraulic-resistance pathways in asymmetric environments, which remained consistent across donor ages, cytokine stimulation, and chemoattractants. This microfluidic system provides insights into the unique migratory behaviors of human monocytes and is a valuable tool for studying peripheral immune cell migration in health and disease.

单核细胞对先天性免疫至关重要,在组织损伤、感染和炎症过程中参与趋化。然而,人类单核细胞在不同引导线索下的迁移动力学特征并不十分明确。在这里,我们开发了一种微流控装置,用于分析人单核细胞在趋化和气压引导线索下的迁移特性,同时还评估了年龄和细胞因子刺激的影响。无论供体年龄和迁移途径如何,人类单核细胞都会优先通过封闭的微通道向CCL2梯度迁移。干扰素(IFN)-γ(而非粒细胞-巨噬细胞集落刺激因子(GM-CSF))的刺激会破坏单核细胞通过复杂路径的导航,并降低单核细胞的CCL2趋化、速度和CCR2表达。此外,单核细胞在非对称环境中表现出偏向低水力阻力路径的倾向,这在不同供体年龄、细胞因子刺激和趋化因子的情况下保持一致。该微流体系统有助于深入了解人类单核细胞的独特迁移行为,是研究健康和疾病中外周免疫细胞迁移的宝贵工具。
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引用次数: 0
SynBot is an open-source image analysis software for automated quantification of synapses. SynBot 是一款用于自动量化突触的开源图像分析软件。
IF 4.3 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-09-16 Epub Date: 2024-09-09 DOI: 10.1016/j.crmeth.2024.100861
Justin T Savage, Juan J Ramirez, W Christopher Risher, Yizhi Wang, Dolores Irala, Cagla Eroglu

The formation of precise numbers of neuronal connections, known as synapses, is crucial for brain function. Therefore, synaptogenesis mechanisms have been one of the main focuses of neuroscience. Immunohistochemistry is a common tool for visualizing synapses. Thus, quantifying the numbers of synapses from light microscopy images enables screening the impacts of experimental manipulations on synapse development. Despite its utility, this approach is paired with low-throughput analysis methods that are challenging to learn, and the results are variable between experimenters, especially when analyzing noisy images of brain tissue. We developed an open-source ImageJ-based software, SynBot, to address these technical bottlenecks by automating the analysis. SynBot incorporates the advanced algorithms ilastik and SynQuant for accurate thresholding for synaptic puncta identification, and the code can easily be modified by users. The use of this software will allow for rapid and reproducible screening of synaptic phenotypes in healthy and diseased nervous systems.

形成精确数量的神经元连接(称为突触)对大脑功能至关重要。因此,突触发生机制一直是神经科学研究的重点之一。免疫组化是观察突触的常用工具。因此,从光学显微镜图像中量化突触的数量可以筛查实验操作对突触发育的影响。尽管这种方法很有用,但它与低通量分析方法搭配使用时,学习难度很大,而且不同实验者的结果也不尽相同,尤其是在分析嘈杂的脑组织图像时。我们开发了一款基于 ImageJ 的开源软件 SynBot,通过自动化分析来解决这些技术瓶颈。SynBot 采用了先进的 ilastik 和 SynQuant 算法,可对突触点进行精确的阈值识别,用户可轻松修改代码。使用该软件可以快速、可重复地筛选健康和疾病神经系统中的突触表型。
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引用次数: 0
Fully defined NGN2 neuron protocol reveals diverse signatures of neuronal maturation. 完全定义的 NGN2 神经元协议揭示了神经元成熟的不同特征。
IF 4.3 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-09-16 Epub Date: 2024-09-09 DOI: 10.1016/j.crmeth.2024.100858
Xiwei Shan, Ai Zhang, Mitchell G Rezzonico, Ming-Chi Tsai, Carlos Sanchez-Priego, Yingjie Zhang, Michelle B Chen, Meena Choi, José Miguel Andrade López, Lilian Phu, Amber L Cramer, Qiao Zhang, Jillian M Pattison, Christopher M Rose, Casper C Hoogenraad, Claire G Jeong

NGN2-driven induced pluripotent stem cell (iPSC)-to-neuron conversion is a popular method for human neurological disease modeling. In this study, we present a standardized approach for generating neurons utilizing clonal, targeted-engineered iPSC lines with defined reagents. We demonstrate consistent production of excitatory neurons at scale and long-term maintenance for at least 150 days. Temporal omics, electrophysiological, and morphological profiling indicate continued maturation to postnatal-like neurons. Quantitative characterizations through transcriptomic, imaging, and functional assays reveal coordinated actions of multiple pathways that drive neuronal maturation. We also show the expression of disease-related genes in these neurons to demonstrate the relevance of our protocol for modeling neurological disorders. Finally, we demonstrate efficient generation of NGN2-integrated iPSC lines. These workflows, profiling data, and functional characterizations enable the development of reproducible human in vitro models of neurological disorders.

NGN2驱动的诱导多能干细胞(iPSC)转化为神经元是人类神经疾病建模的常用方法。在这项研究中,我们提出了一种标准化方法,利用克隆、靶向工程 iPSC 株和定义试剂生成神经元。我们证明了兴奋性神经元的稳定大规模生产和至少 150 天的长期维持。时间态学、电生理学和形态学分析表明,神经元会持续成熟到类似于出生后的神经元。通过转录组学、成像和功能测定进行的定量表征揭示了驱动神经元成熟的多种途径的协调作用。我们还展示了这些神经元中疾病相关基因的表达,以证明我们的方案与神经系统疾病建模的相关性。最后,我们展示了 NGN2 整合 iPSC 系的高效生成。这些工作流程、剖析数据和功能特征使我们能够开发出可重复的人类神经系统疾病体外模型。
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引用次数: 0
A compact, versatile drug-induced splicing switch system with minimal background expression. 结构紧凑、用途广泛的药物诱导剪接开关系统,背景表达量极低。
IF 4.3 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-09-16 Epub Date: 2024-09-04 DOI: 10.1016/j.crmeth.2024.100842
Yue Chi, Xuan Lu, Shuangpeng Li, Jinling Wang, Jiahui Xi, Xiaoqing Zhou, Chengcheng Tang, Min Chen, Hui Yuan, Shuo Lin, Yingying Xiao, Liangxue Lai, Qingjian Zou

Gene-switch techniques hold promising applications in contemporary genetics research, particularly in disease treatment and genetic engineering. Here, we developed a compact drug-induced splicing system that maintains low background using a human ubiquitin C (hUBC) promoter and optimized drug (LMI070) binding sequences based on the Xon switch system. To ensure precise subcellular localization of the protein of interest (POI), we inserted a 2A self-cleaving peptide between the extra N-terminal peptide and POI. This streamlined and optimized switch system, named miniXon2G, effectively regulated POIs in different subcellular localizations both in vitro and in vivo. Furthermore, miniXon2G could be integrated into endogenous gene loci, resulting in precise, reversible regulation of target genes by both endogenous regulators and drugs. Overall, these findings highlight the performance of miniXon2G in controlling protein expression with great potential for general applicability to diverse biological scenarios requiring precise and delicate regulation.

基因转换技术在当代遗传学研究中有着广阔的应用前景,尤其是在疾病治疗和基因工程方面。在这里,我们开发了一种紧凑型药物诱导剪接系统,该系统使用人泛素 C(hUBC)启动子和基于 Xon 开关系统的优化药物(LMI070)结合序列,可保持低背景。为了确保相关蛋白(POI)的精确亚细胞定位,我们在额外的 N 端肽和 POI 之间插入了 2A 自裂解肽。这种精简和优化的开关系统被命名为 miniXon2G,它能在体外和体内有效地调控不同亚细胞定位的 POI。此外,miniXon2G 还可以整合到内源性基因位点中,从而通过内源性调控因子和药物对靶基因进行精确、可逆的调控。总之,这些研究结果突显了 miniXon2G 在控制蛋白质表达方面的性能,它极有可能普遍应用于需要精确和精细调控的各种生物场景。
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引用次数: 0
PTMoreR-enabled cross-species PTM mapping and comparative phosphoproteomics across mammals. 由 PTMoreR 支持的哺乳动物跨物种 PTM 图谱和比较磷酸化蛋白质组学。
IF 4.3 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-09-16 Epub Date: 2024-09-09 DOI: 10.1016/j.crmeth.2024.100859
Shisheng Wang, Yi Di, Yin Yang, Barbora Salovska, Wenxue Li, Liqiang Hu, Jiahui Yin, Wenguang Shao, Dong Zhou, Jingqiu Cheng, Dan Liu, Hao Yang, Yansheng Liu

To support PTM proteomic analysis and annotation in different species, we developed PTMoreR, a user-friendly tool that considers the surrounding amino acid sequences of PTM sites during BLAST, enabling a motif-centric analysis across species. By controlling sequence window similarity, PTMoreR can map phosphoproteomic results between any two species, perform site-level functional enrichment analysis, and generate kinase-substrate networks. We demonstrate that the majority of real P-sites in mice can be inferred from experimentally derived human P-sites with PTMoreR mapping. Furthermore, the compositions of 129 mammalian phosphoproteomes can also be predicted using PTMoreR. The method also identifies cross-species phosphorylation events that occur on proteins with an increased tendency to respond to the environmental factors. Moreover, the classic kinase motifs can be extracted across mammalian species, offering an evolutionary angle for refining current motifs. PTMoreR supports PTM proteomics in non-human species and facilitates quantitative phosphoproteomic analysis.

为了支持不同物种的 PTM 蛋白组学分析和注释,我们开发了 PTMoreR,这是一种用户友好型工具,在 BLAST 过程中考虑了 PTM 位点周围的氨基酸序列,从而实现了以主题为中心的跨物种分析。通过控制序列窗口的相似性,PTMoreR 可以映射任何两个物种之间的磷酸化蛋白质组结果,进行位点级功能富集分析,并生成激酶-底物网络。我们证明,通过 PTMoreR 映射,可以从实验得出的人类 P 位点推断出小鼠的大部分真实 P 位点。此外,使用 PTMoreR 还可以预测 129 个哺乳动物磷酸蛋白组的组成。该方法还能识别跨物种磷酸化事件,这些事件发生在对环境因素有更大反应倾向的蛋白质上。此外,还可以提取哺乳动物物种间的经典激酶基团,从进化角度完善当前的基团。PTMoreR 支持非人类物种的 PTM 蛋白组学,并有助于定量磷酸蛋白组学分析。
{"title":"PTMoreR-enabled cross-species PTM mapping and comparative phosphoproteomics across mammals.","authors":"Shisheng Wang, Yi Di, Yin Yang, Barbora Salovska, Wenxue Li, Liqiang Hu, Jiahui Yin, Wenguang Shao, Dong Zhou, Jingqiu Cheng, Dan Liu, Hao Yang, Yansheng Liu","doi":"10.1016/j.crmeth.2024.100859","DOIUrl":"10.1016/j.crmeth.2024.100859","url":null,"abstract":"<p><p>To support PTM proteomic analysis and annotation in different species, we developed PTMoreR, a user-friendly tool that considers the surrounding amino acid sequences of PTM sites during BLAST, enabling a motif-centric analysis across species. By controlling sequence window similarity, PTMoreR can map phosphoproteomic results between any two species, perform site-level functional enrichment analysis, and generate kinase-substrate networks. We demonstrate that the majority of real P-sites in mice can be inferred from experimentally derived human P-sites with PTMoreR mapping. Furthermore, the compositions of 129 mammalian phosphoproteomes can also be predicted using PTMoreR. The method also identifies cross-species phosphorylation events that occur on proteins with an increased tendency to respond to the environmental factors. Moreover, the classic kinase motifs can be extracted across mammalian species, offering an evolutionary angle for refining current motifs. PTMoreR supports PTM proteomics in non-human species and facilitates quantitative phosphoproteomic analysis.</p>","PeriodicalId":29773,"journal":{"name":"Cell Reports Methods","volume":null,"pages":null},"PeriodicalIF":4.3,"publicationDate":"2024-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11440062/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142297024","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Generation of dual-attribute iTNK cells from hPSCs for cancer immunotherapy. 从 hPSCs 中生成用于癌症免疫疗法的双重属性 iTNK 细胞。
IF 4.3 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-09-16 Epub Date: 2024-08-30 DOI: 10.1016/j.crmeth.2024.100843
Yingfeng Zhang, Yuanyuan He, Chenyi Dai, Zhengyang Zhou, Yudi Miao, Zixin Zhao, Qi Lei, Cheng Li, Chengyan Wang, Hongkui Deng

Dual-attribute immune cells possess advantageous features of cytotoxic T cells and natural killer (NK) cells and hold promise for advancing immunotherapy. Dual-attribute cell types such as invariant natural killer T cells, induced T-to-NK cells, and cytokine-induced killer cells have demonstrated efficacy and safety in preclinical and clinical studies. However, their limited availability hinders their widespread application. Human pluripotent stem cells (hPSCs) offer an ideal source. Here, we generate dual-attribute induced T-NK (iTNK) cells from hPSCs, expressing markers of both cytotoxic T and NK cells. Single-cell RNA and T cell receptor (TCR) sequencing analyses reveal that iTNK cells expressed signature genes associated with both NK and T cells and displayed a diverse TCR repertoire. iTNK cells release cytotoxic mediators, exert cytotoxicity against diverse tumor cell lines, and inhibit tumor growth in vivo. By harnessing adaptive and innate immune responses, hPSC-derived iTNK cells offer promising strategies for cancer immunotherapy.

双属性免疫细胞具有细胞毒性 T 细胞和自然杀伤(NK)细胞的优势特征,有望推动免疫疗法的发展。在临床前研究和临床研究中,不变自然杀伤 T 细胞、诱导 T 转 NK 细胞和细胞因子诱导杀伤细胞等双属性细胞类型已证明了其有效性和安全性。然而,这些细胞的有限可用性阻碍了它们的广泛应用。人类多能干细胞(hPSCs)提供了一个理想的来源。在这里,我们从 hPSCs 中生成了双属性诱导 T-NK (iTNK)细胞,同时表达细胞毒性 T 细胞和 NK 细胞的标记。单细胞 RNA 和 T 细胞受体(TCR)测序分析表明,iTNK 细胞表达了与 NK 和 T 细胞相关的特征基因,并显示了多样化的 TCR 反应谱系。iTNK 细胞释放细胞毒性介质,对多种肿瘤细胞株发挥细胞毒性,并抑制体内肿瘤生长。通过利用适应性和先天性免疫反应,hPSC衍生的iTNK细胞为癌症免疫疗法提供了前景广阔的策略。
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引用次数: 0
A chemoenzymatic method for simultaneous profiling N- and O-glycans on glycoproteins using one-pot format. 用化学酶法同时分析糖蛋白上的 N-和 O-聚糖,采用一锅法。
IF 4.3 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-08-19 Epub Date: 2024-08-07 DOI: 10.1016/j.crmeth.2024.100834
Uriel Ortega-Rodriguez, John Q Bettinger, Guozhang Zou, Vincent M Falkowski, Mari Lehtimaki, Alicia M Matthews, Thomas G Biel, Jordan D Pritts, Wells W Wu, Rong-Fong Shen, Cyrus Agarabi, V Ashutosh Rao, Hang Xie, Tongzhong Ju

Glycosylation is generally characterized and controlled as a critical quality attribute for therapeutic glycoproteins because glycans can impact protein drug-product efficacy, half-life, stability, and safety. Analytical procedures to characterize N-glycans are relatively well established, but the characterization of O-glycans is challenging due to the complex workflows and lack of enzymatic tools. Here, we present a simplified chemoenzymatic method to simultaneously profile N- and O-glycans from the same sample using a one-pot format by mass spectrometry (MS). N-glycans were first released by PNGase F, followed by O-glycopeptide generation by proteinase K, selective N-glycan reduction, and O-glycan release by β-elimination during permethylation of both N- and O-glycans. Glycan structural assignments and determination of N- to O-glycan ratio was obtained from the one-pot mass spectra. The streamlined, one-pot method is a reliable approach that will facilitate advanced characterizations for quality assessments of therapeutic glycoproteins.

由于聚糖会影响蛋白质药物产品的疗效、半衰期、稳定性和安全性,因此糖基化通常作为治疗性糖蛋白的关键质量属性进行表征和控制。表征 N-聚糖的分析程序相对成熟,但由于工作流程复杂且缺乏酶解工具,表征 O-聚糖具有挑战性。在这里,我们提出了一种简化的化学酶法,利用质谱法(MS),采用一锅法同时分析同一样品中的 N-和 O-聚糖。首先由 PNGase F 释放 N-聚糖,然后由蛋白酶 K 生成 O-聚糖肽,选择性还原 N-聚糖,并在 N-聚糖和 O-聚糖的过甲基化过程中通过 β-消除释放 O-聚糖。聚糖结构分配和 N- O-聚糖比例的确定是通过一锅法质谱获得的。这种简化的一锅法是一种可靠的方法,有助于对治疗性糖蛋白的质量评估进行高级表征。
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引用次数: 0
Generation of densely labeled oligonucleotides for the detection of small genomic elements. 生成用于检测小基因组元素的高密度标记寡核苷酸。
IF 4.3 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-08-19 Epub Date: 2024-08-12 DOI: 10.1016/j.crmeth.2024.100840
Clemens Steinek, Miguel Guirao-Ortiz, Gabriela Stumberger, Annika J Tölke, David Hörl, Thomas Carell, Hartmann Harz, Heinrich Leonhardt

The genome contains numerous regulatory elements that may undergo complex interactions and contribute to the establishment, maintenance, and change of cellular identity. Three-dimensional genome organization can be explored with fluorescence in situ hybridization (FISH) at the single-cell level, but the detection of small genomic loci remains challenging. Here, we provide a rapid and simple protocol for the generation of bright FISH probes suited for the detection of small genomic elements. We systematically optimized probe design and synthesis, screened polymerases for their ability to incorporate dye-labeled nucleotides, and streamlined purification conditions to yield nanoscopy-compatible oligonucleotides with dyes in variable arrays (NOVA probes). With these probes, we detect genomic loci ranging from genome-wide repetitive regions down to non-repetitive loci below the kilobase scale. In conclusion, we introduce a simple workflow to generate densely labeled oligonucleotide pools that facilitate detection and nanoscopic measurements of small genomic elements in single cells.

基因组包含许多调控元件,它们可能会发生复杂的相互作用,并有助于细胞特性的建立、维持和改变。荧光原位杂交(FISH)可在单细胞水平上探索三维基因组的组织结构,但检测小基因组位点仍具有挑战性。在这里,我们提供了一种快速、简单的方案,用于生成适合检测小基因组元件的明亮 FISH 探针。我们对探针的设计和合成进行了系统优化,筛选了聚合酶以确定其结合染料标记的核苷酸的能力,并简化了纯化条件,从而获得了纳米镜兼容的带有可变阵列染料的寡核苷酸(NOVA 探针)。利用这些探针,我们可以检测到从全基因组重复区到千碱基以下非重复位点的基因组位点。总之,我们介绍了一种生成高密度标记寡核苷酸池的简单工作流程,它有助于检测和纳米测量单细胞中的小基因组元素。
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引用次数: 0
Multiomics2Targets identifies targets from cancer cohorts profiled with transcriptomics, proteomics, and phosphoproteomics. Multiomics2Targets 可从使用转录组学、蛋白质组学和磷酸蛋白组学分析的癌症队列中识别靶点。
IF 4.3 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-08-19 Epub Date: 2024-08-09 DOI: 10.1016/j.crmeth.2024.100839
Eden Z Deng, Giacomo B Marino, Daniel J B Clarke, Ido Diamant, Adam C Resnick, Weiping Ma, Pei Wang, Avi Ma'ayan

The availability of data from profiling of cancer patients with multiomics is rapidly increasing. However, integrative analysis of such data for personalized target identification is not trivial. Multiomics2Targets is a platform that enables users to upload transcriptomics, proteomics, and phosphoproteomics data matrices collected from the same cohort of cancer patients. After uploading the data, Multiomics2Targets produces a report that resembles a research publication. The uploaded matrices are processed, analyzed, and visualized using the tools Enrichr, KEA3, ChEA3, Expression2Kinases, and TargetRanger to identify and prioritize proteins, genes, and transcripts as potential targets. Figures and tables, as well as descriptions of the methods and results, are automatically generated. Reports include an abstract, introduction, methods, results, discussion, conclusions, and references and are exportable as citable PDFs and Jupyter Notebooks. Multiomics2Targets is applied to analyze version 3 of the Clinical Proteomic Tumor Analysis Consortium (CPTAC3) pan-cancer cohort, identifying potential targets for each CPTAC3 cancer subtype. Multiomics2Targets is available from https://multiomics2targets.maayanlab.cloud/.

利用多组学技术对癌症患者进行分析所获得的数据正在迅速增加。然而,综合分析这些数据以进行个性化靶点鉴定并非易事。Multiomics2Targets 是一个平台,用户可以上传从同一癌症患者队列中收集的转录组学、蛋白质组学和磷酸化蛋白质组学数据矩阵。上传数据后,Multiomics2Targets 会生成一份类似研究出版物的报告。使用 Enrichr、KEA3、ChEA3、Expression2Kinases 和 TargetRanger 等工具对上传的矩阵进行处理、分析和可视化,以确定蛋白质、基因和转录本作为潜在靶点的优先级。图和表以及方法和结果的描述都是自动生成的。报告包括摘要、介绍、方法、结果、讨论、结论和参考文献,并可导出为可引用的 PDF 文件和 Jupyter 笔记本。Multiomics2Targets应用于分析临床肿瘤蛋白质组学分析联盟(CPTAC3)泛癌症队列的第3版,为每个CPTAC3癌症亚型确定潜在靶点。Multiomics2Targets 可从 https://multiomics2targets.maayanlab.cloud/ 获取。
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引用次数: 0
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