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Protocol for non-invasive tumor monitoring and diagnosis based on interpretable deep learning. 基于可解释深度学习的非侵入性肿瘤监测和诊断方案。
IF 1.3 Q4 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-02-06 DOI: 10.1016/j.xpro.2026.104358
Zhenbo Yuan, Yuli Yan, Youpeng Yang, Xin Li

Tumor-specific DNA methylation profiling in plasma cell-free DNA (cfDNA) offers a promising approach for non-invasive tumor detection. Here, we present a protocol that uses Oncoder, an interpretable deep-learning-based framework, to monitor treatment response by tracking dynamic changes in tumor-specific DNA methylation signals in patient plasma cfDNA. We describe steps for data preparation, performing differential methylation analysis, training Oncoder, and interpreting the model's outputs. This protocol is versatile and adaptable to various data types and application scenarios. For complete details on the use and execution of this protocol, please refer to Yang et al.1.

无浆细胞DNA (cfDNA)的肿瘤特异性DNA甲基化分析为非侵入性肿瘤检测提供了一种很有前途的方法。在这里,我们提出了一种使用Oncoder(一种可解释的基于深度学习的框架)的方案,通过跟踪患者血浆cfDNA中肿瘤特异性DNA甲基化信号的动态变化来监测治疗反应。我们描述了数据准备、执行差异甲基化分析、训练Oncoder和解释模型输出的步骤。该协议具有通用性,适用于各种数据类型和应用场景。有关本协议使用和执行的完整细节,请参见Yang等人1。
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引用次数: 0
Protocol for rapid tRNA enrichment and chemiluminescent northern blot detection of tRNA and tRNA-derived fragments. tRNA和tRNA衍生片段的快速富集和化学发光northern blot检测方案。
IF 1.3 Q4 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-02-06 DOI: 10.1016/j.xpro.2026.104357
Pavlina Gregorova, Minna-Maria K Heinonen, Milla M Laarne, L Peter Sarin

Transfer RNA (tRNA), its post-transcriptional modifications, and tRNA-derived fragments (tRFs) play essential roles in cellular processes and gene regulation. Here, we present a fast and efficient tRNA enrichment protocol using silica spin columns. To analyze tRNA and tRFs, we describe steps for DNA probe labeling, tRNA separation on polyacrylamide (PAA) gels, and RNA transfer, UV crosslinking, and non-radioactive northern blotting. Additionally, this protocol describes the use of chemical affinity modifiers, enabling the detection of chemical modifications in specific tRNA isoacceptors.

转移RNA (tRNA)及其转录后修饰和tRNA衍生片段(trf)在细胞过程和基因调控中起着重要作用。在这里,我们提出了一个快速和有效的tRNA富集协议使用硅自旋柱。为了分析tRNA和trf,我们描述了DNA探针标记、在聚丙烯酰胺(PAA)凝胶上分离tRNA、RNA转移、UV交联和非放射性northern印迹的步骤。此外,本协议描述了化学亲和修饰剂的使用,使检测特定tRNA异受体的化学修饰成为可能。
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引用次数: 0
Protocol for simultaneous profiling of N- and O-glycans on glycoproteins using a one-pot format. 使用一锅格式同时分析糖蛋白上的N-和o -聚糖的协议。
IF 1.3 Q4 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-02-05 DOI: 10.1016/j.xpro.2025.104336
Kevan T Knizner, Darren T Gass, Yasuyuki Matsumoto, Uriel Ortega-Rodriguez, John Q Bettinger, Tongzhong Ju

Here, we present a protocol to simultaneously release and profile N- and O-glycans from glycoproteins in a one-pot format. We describe steps for protein reduction, alkylation, N-glycan release, Proteinase K digestion, HILIC enrichment, N-glycan reduction, N-/O-glycan permethylation while releasing O-glycans, and analysis by matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF/MS). For complete details on the use and execution of this protocol, please refer to Ortega-Rodriguez et al.1.

在这里,我们提出了一种方案,同时释放和分析糖蛋白中的N-和o -聚糖在一个锅格式。我们描述了蛋白质还原,烷基化,N-聚糖释放,蛋白酶K消化,HILIC富集,N-聚糖还原,释放o -聚糖时N-/ o -聚糖过甲基化的步骤,并通过基质辅助激光解吸/电离飞行时间质谱(MALDI-TOF/MS)进行分析。有关本协议使用和执行的完整细节,请参见Ortega-Rodriguez等人1。
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引用次数: 0
Protocol for non-invasive delivery of CRISPR RNPs via virus-like particles for mouse model generation. 通过病毒样颗粒无创传递CRISPR RNPs用于小鼠模型生成的方案。
IF 1.3 Q4 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-02-04 DOI: 10.1016/j.xpro.2026.104352
Da Eun Yoon, Jiyun Yang, Tae Yeong Jeong, Jeongeun Park, Hyunji Lee, Je Kyung Seong, Kyoungmi Kim

CRISPR-virus-like particle (VLP)-induced targeted mutagenesis (CRISPR-VIM) enables genome editing in mouse embryos through non-invasive delivery of CRISPR ribonucleoproteins (RNPs) via VLPs, eliminating the need for physical manipulation and specialized expertise. We detail protocols for VLP production, titration, and treatment for diverse genome edits. This protocol is compatible with zygotes and in vitro fertilization (IVF)-derived embryos via simple co-culture, facilitating high-efficiency and heritable mutations with minimized off-target effects, independent of specialized equipment and conducive to reduced animal use. For complete details on the use and execution of this protocol, please refer to Jeong et al.1.

CRISPR病毒样颗粒(VLP)诱导的靶向突变(CRISPR- vim)通过VLP非侵入性递送CRISPR核糖核蛋白(RNPs),消除了对物理操作和专业知识的需求,从而实现了小鼠胚胎中的基因组编辑。我们详细介绍了VLP的生产、滴定和不同基因组编辑的处理方案。该方案通过简单的共培养与受精卵和体外受精(IVF)衍生的胚胎兼容,促进高效率和可遗传的突变,最大限度地减少脱靶效应,不需要专门的设备,有利于减少动物使用。有关该协议的使用和执行的完整细节,请参阅Jeong等人1。
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引用次数: 0
Protocol for the quantitative imaging and segmentation of spatial patterns in Hibiscus trionum petals. 芙蓉花瓣空间模式的定量成像和分割方法。
IF 1.3 Q4 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-02-04 DOI: 10.1016/j.xpro.2026.104356
Lucie Riglet, Edwige Moyroud

Most developmental processes underpinning the diversity of floral forms remain unexplored due to limitations in current imaging approaches. Here, we present a protocol to spatially analyze tissue-wide cell growth dynamics through confocal imaging and segmentation of the adaxial petal epidermis in Hibiscus trionum. We describe steps for dissecting buds, staining petals with a membrane dye, and acquiring images suitable for epidermal reconstruction. We detail procedures for image stitching and processing in ImageJ and for surface extraction and cell segmentation in MorphoGraphX. For complete details on the use and execution of this protocol, please refer to Riglet et al.1.

由于当前成像方法的限制,大多数支持花形式多样性的发育过程仍未被探索。在这里,我们提出了一个方案,以空间分析组织范围内的细胞生长动力学通过共聚焦成像和分割的近轴花瓣表皮在芙蓉。我们描述了解剖花蕾,用膜染料染色花瓣和获取适合表皮重建的图像的步骤。我们详细介绍了ImageJ中的图像拼接和处理过程,以及MorphoGraphX中的表面提取和细胞分割过程。有关该协议的使用和执行的完整细节,请参阅Riglet等人1。
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引用次数: 0
Protocol for identifying properties of ERBB receptor antagonists using the barcoded ERBBprofiler assay. 使用条形码ERBBprofiler试验鉴定ERBB受体拮抗剂特性的方案。
IF 1.3 Q4 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-02-03 DOI: 10.1016/j.xpro.2026.104372
Lukša Popović, Moritz J Rossner, Michael C Wehr
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引用次数: 0
A high-parameter spectral cytometry protocol for immune subset and functional characterization of cryopreserved human blood with 49 biomarkers. 使用49种生物标志物对冷冻保存的人血液进行免疫亚群和功能表征的高参数光谱细胞术方案
IF 1.3 Q4 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-01-31 DOI: 10.1016/j.xpro.2025.104333
Austin P Wright, Marissa Lindaman, Elaine Huang, Lisa M Coussens, Amanda Poissonnier

Comprehensive immune profiling of human blood is a critical approach for evaluating immune responses following therapeutic intervention in clinical trials. Here, we present a protocol to assess leukocyte lineages, activation status, and selected immune checkpoint expression in cryopreserved buffy coat using a high-dimensional, 49-color spectral flow cytometry antibody panel. We provide instructions for thawing, washing, and staining circulating immune cells, followed by guidance on data acquisition. This protocol is suitable for studying cancer immunology and other indications requiring deep immunophenotyping.

在临床试验中,人体血液的综合免疫谱分析是评估治疗干预后免疫反应的关键方法。在这里,我们提出了一种使用高维49色光谱流式细胞术抗体面板来评估白细胞谱系、激活状态和选择免疫检查点表达的方案。我们提供解冻、清洗和染色循环免疫细胞的说明,然后是数据采集的指导。该方案适用于研究癌症免疫学和其他需要深度免疫分型的适应症。
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引用次数: 0
Protocol for spatial quantitative analysis of cell division events across the epidermis of developing Hibiscus trionum petals. 发育中的芙蓉花瓣表皮细胞分裂事件的空间定量分析方法。
IF 1.3 Q4 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-01-30 DOI: 10.1016/j.xpro.2026.104354
Lucie Riglet, Katharina Schiessl, Edwige Moyroud

Characterizing cell proliferation across developing tissue provides critical insights into how spatially regulated growth shapes mature organs. Here, we present a protocol for high-resolution mapping of cell division events across the epidermis of Hibiscus trionum petals. We outline steps for labeling newly replicated DNA through incubation in EdU-containing medium, combined with floral bud dissection and confocal imaging. We also detail procedures for sample clearing and labeling of nuclei and cell outlines to enable accurate quantification of division patterns. For complete details on the use and execution of this protocol, please refer to Riglet et al.1.

在发育组织中表征细胞增殖提供了空间调节生长如何塑造成熟器官的关键见解。在这里,我们提出了一个高分辨率的方案绘制细胞分裂事件横跨木槿花瓣表皮。我们概述了通过在含有edu的培养基中孵育,结合花芽解剖和共聚焦成像来标记新复制DNA的步骤。我们还详细说明了细胞核和细胞轮廓的样品清理和标记程序,以便准确定量分裂模式。有关该协议的使用和执行的完整细节,请参阅Riglet等人1。
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引用次数: 0
Protocol for intraventricular injection of retinoids and hypothalamic application of viral vectors in the rat and mouse brain. 大鼠和小鼠脑室内注射类维生素a和下丘脑应用病毒载体的方案。
IF 1.3 Q4 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-01-30 DOI: 10.1016/j.xpro.2025.104329
Peter I Imoesi, Cristian M Olarte-Sánchez, Lora Heisler, Peter McCaffery

The brain, specifically the hypothalamus, is a key regulator of the homeostatic balance of numerous biomolecules in the body via its control of the neuroendocrine system. Here, we present a protocol to study body vitamin A balance by injecting synthetic retinoids into the third ventricle of the rat brain. We also describe steps for the intraventricular application of viral vectors to the arcuate nucleus of a mouse brain to knock down vitamin A homeostatic genes. This approach is applicable to the study of vitamin A homeostasis. For complete details on the use and execution of this protocol, please refer to Imoesi et al.1.

大脑,特别是下丘脑,通过控制神经内分泌系统,是体内众多生物分子稳态平衡的关键调节器。在这里,我们提出了一种方案,通过注射合成类维生素a到大鼠脑的第三脑室来研究体内维生素a的平衡。我们还描述了将病毒载体应用于小鼠脑弓形核的脑室内敲除维生素a稳态基因的步骤。这种方法适用于维生素A体内平衡的研究。有关本协议使用和执行的完整细节,请参见Imoesi等人1。
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引用次数: 0
Protocol for tailored in vitro neuronal networks on high-density microelectrode arrays with polydimethylsiloxane microstructures. 基于聚二甲基硅氧烷微结构的高密度微电极阵列定制的体外神经网络协议。
IF 1.3 Q4 BIOCHEMICAL RESEARCH METHODS Pub Date : 2026-01-30 DOI: 10.1016/j.xpro.2026.104349
Anna-Christina Haeb, Hideaki Yamamoto, Paul Roach, Daniel Merryweather, Yuya Sato, Daniel Tornero, Jordi Soriano

Complementary metal-oxide-semiconductor (CMOS)-based high-density microelectrode arrays (HD-MEAs) enable neuronal recordings with high spatiotemporal resolution. However, integrating polydimethylsiloxane (PDMS) microstructures onto HD-MEA surfaces to control network architecture is currently challenging and platform specific. Here, we present a protocol for PDMS fabrication, HD-MEA chip preparation, PDMS-HD-MEA microstructure alignment, and cell culture, including alternatives. Our results show reproducible formation of modular networks with characteristic activity patterns across different systems. This protocol supports engineering of defined neuronal architectures while maintaining compatibility with various HD-MEA systems. For complete details on the use and execution of this protocol, please refer to Sato et al.1.

基于互补金属氧化物半导体(CMOS)的高密度微电极阵列(hd - mea)能够实现高时空分辨率的神经元记录。然而,将聚二甲基硅氧烷(PDMS)微结构集成到HD-MEA表面来控制网络结构目前具有挑战性,并且是平台特有的。在这里,我们提出了PDMS制造,HD-MEA芯片制备,PDMS-HD-MEA微观结构校准和细胞培养的方案,包括替代方案。我们的研究结果表明,在不同的系统中,具有特征活动模式的模块化网络可重复形成。该协议支持定义神经元架构的工程,同时保持与各种HD-MEA系统的兼容性。有关本协议使用和执行的完整细节,请参考佐藤等人1。
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