Pub Date : 2025-08-29DOI: 10.1038/s41596-025-01236-7
Biao Huang, Pedro Medina, Tianyi Ma, Megan E Schreiber, Zhongwei Li
Nephron progenitor cells (NPCs) have a central role in kidney organogenesis: they self-renew and differentiate into nephrons, the functional units of the kidney. Human pluripotent stem cells (hPSCs) can transiently produce induced nephron progenitor-like cells (iNPCs), which then differentiate into nephron organoids. Here, we describe a protocol to purify and expand the hPSC-derived iNPCs in a regular monolayer culture format with an optimized iNPC culture medium. Under this culture condition, iNPCs are programmed to a state with their transcriptome much closer to primary human NPCs than the transient hPSC-derived iNPCs. By following this protocol, iNPC lines can be derived from any hPSC lines, exhibiting a stable cell proliferation rate and retaining NPC marker gene expression over long-term culture. We also describe a protocol to generate nephron organoids from the iNPC lines. These iNPC-derived nephron organoids show minimal off-target cell types compared to hPSC-derived kidney organoids, with enhanced podocyte maturity. This protocol consists of a modified 10-d protocol to generate iNPCs from hPSCs, an iNPC expansion phase with a unique chemically defined iNPC expansion medium called 'hNPSR-v2' and a stepwise 21-d differentiation protocol to generate nephron organoids from iNPCs on an air-liquid interface. Experience in culturing and differentiating hPSCs is required to conduct this protocol, which can be executed within 1.5-2 months.
{"title":"Expansion of human pluripotent stem cell-induced nephron progenitor cells (iNPCs) and the generation of nephron organoids from iNPCs.","authors":"Biao Huang, Pedro Medina, Tianyi Ma, Megan E Schreiber, Zhongwei Li","doi":"10.1038/s41596-025-01236-7","DOIUrl":"https://doi.org/10.1038/s41596-025-01236-7","url":null,"abstract":"<p><p>Nephron progenitor cells (NPCs) have a central role in kidney organogenesis: they self-renew and differentiate into nephrons, the functional units of the kidney. Human pluripotent stem cells (hPSCs) can transiently produce induced nephron progenitor-like cells (iNPCs), which then differentiate into nephron organoids. Here, we describe a protocol to purify and expand the hPSC-derived iNPCs in a regular monolayer culture format with an optimized iNPC culture medium. Under this culture condition, iNPCs are programmed to a state with their transcriptome much closer to primary human NPCs than the transient hPSC-derived iNPCs. By following this protocol, iNPC lines can be derived from any hPSC lines, exhibiting a stable cell proliferation rate and retaining NPC marker gene expression over long-term culture. We also describe a protocol to generate nephron organoids from the iNPC lines. These iNPC-derived nephron organoids show minimal off-target cell types compared to hPSC-derived kidney organoids, with enhanced podocyte maturity. This protocol consists of a modified 10-d protocol to generate iNPCs from hPSCs, an iNPC expansion phase with a unique chemically defined iNPC expansion medium called 'hNPSR-v2' and a stepwise 21-d differentiation protocol to generate nephron organoids from iNPCs on an air-liquid interface. Experience in culturing and differentiating hPSCs is required to conduct this protocol, which can be executed within 1.5-2 months.</p>","PeriodicalId":18901,"journal":{"name":"Nature Protocols","volume":" ","pages":""},"PeriodicalIF":16.0,"publicationDate":"2025-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144961916","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-08-27DOI: 10.1038/s41596-024-01092-x
Franklin Tao
The surface chemistry of catalyst nanoparticles is crucial for understanding catalytic mechanisms of reactions significant for chemical transformation, energy conversion and environmental sustainability. To enable a high-vacuum X-ray photoelectron spectroscopy (XPS) system to characterize nanoparticle surfaces in liquid or gas phase using a differentially pumped energy analyzer, major and substantial modifications to the high-vacuum XPS instrumentation are required. In this protocol we describe a membrane-separated cell-based XPS approach that allows characterization of the surface of catalyst nanoparticles dispersed in a flowing liquid or gas (at 2 bar) without any instrumental modification to a high-vacuum X-ray photoelectron spectrometer. The cell features a double-layer graphene membrane that separates a catalyst and its reaction environment from the high-vacuum environment of the high-vacuum XPS system. The graphene membrane is assembled onto the pore of a modified Si3N4 window of the cell, admitting an X-ray beam to excite subshell electrons of the catalyst surface atoms in liquid or gas and allowing excited electrons to transit to the high-vacuum environment for XPS analysis. This protocol describes how to create a pore in a Si3N4 window, prepare and load graphene layers to seal the pore, assemble the sealed window onto a cell cap, introduce catalyst nanoparticles to the cell cap, install the cell cap to a cell body to form a complete cell, assemble the complete cell to the high-vacuum XPS system, flow liquid or gas through the cell and collect photoelectrons during catalysis or in vivo/in vitro biological processes performed at solid–liquid or solid–gas interfaces in the cell. Equipment and parts setup takes 2–5 d and data collection takes 12–24 h. This protocol examples the operando studies of C–C coupling on Ag nanoparticles performed in flowing liquid and CO oxidation on Ni/TiO2 nanoparticles in flowing mixture of 0.4 bar CO and 1.6 bar O2. The surface features of nanoparticle catalysts change during a reaction. This protocol describes how to measure these changes in operando (in flowing liquid or gas) by X-ray photoelectron spectrometry using a modified Si3N4 window.
纳米催化剂的表面化学性质对于理解对化学转化、能量转换和环境可持续性具有重要意义的反应的催化机制至关重要。为了使高真空x射线光电子能谱(XPS)系统能够使用差分泵浦能量分析仪表征液体或气相中的纳米颗粒表面,需要对高真空XPS仪器进行重大和实质性的修改。在本协议中,我们描述了一种基于膜分离细胞的XPS方法,该方法允许表征分散在流动液体或气体(2bar)中的催化剂纳米颗粒的表面,而无需对高真空x射线光电子能谱仪进行任何仪器修改。该电池采用双层石墨烯膜,将催化剂及其反应环境与高真空XPS系统的高真空环境分开。石墨烯膜被组装在改性氮化硅窗口的孔上,允许x射线束激发液体或气体中催化剂表面原子的亚壳层电子,并允许被激发的电子转移到高真空环境中进行XPS分析。该方案描述了如何在氮化硅窗口中创建一个孔,制备和加载石墨烯层来密封孔,将密封窗口组装到细胞帽上,将催化剂纳米颗粒引入细胞帽,将细胞帽安装到细胞体上形成一个完整的细胞,将完整的细胞组装到高真空XPS系统中,在细胞内固液或固气界面进行的催化或体内/体外生物过程中,流动液体或气体通过细胞并收集光电子。设备和部件设置需要2-5天,数据收集需要12-24小时。本协议示例了在流动液体中对Ag纳米粒子进行C-C偶联的操作研究,以及在0.4 bar CO和1.6 bar O2的流动混合物中对Ni/TiO2纳米粒子进行CO氧化。
{"title":"Photoelectron spectroscopic operando studies of surface of nanoparticles in liquid or gas at bar pressure with an X-ray photoelectron spectrometer","authors":"Franklin Tao","doi":"10.1038/s41596-024-01092-x","DOIUrl":"10.1038/s41596-024-01092-x","url":null,"abstract":"The surface chemistry of catalyst nanoparticles is crucial for understanding catalytic mechanisms of reactions significant for chemical transformation, energy conversion and environmental sustainability. To enable a high-vacuum X-ray photoelectron spectroscopy (XPS) system to characterize nanoparticle surfaces in liquid or gas phase using a differentially pumped energy analyzer, major and substantial modifications to the high-vacuum XPS instrumentation are required. In this protocol we describe a membrane-separated cell-based XPS approach that allows characterization of the surface of catalyst nanoparticles dispersed in a flowing liquid or gas (at 2 bar) without any instrumental modification to a high-vacuum X-ray photoelectron spectrometer. The cell features a double-layer graphene membrane that separates a catalyst and its reaction environment from the high-vacuum environment of the high-vacuum XPS system. The graphene membrane is assembled onto the pore of a modified Si3N4 window of the cell, admitting an X-ray beam to excite subshell electrons of the catalyst surface atoms in liquid or gas and allowing excited electrons to transit to the high-vacuum environment for XPS analysis. This protocol describes how to create a pore in a Si3N4 window, prepare and load graphene layers to seal the pore, assemble the sealed window onto a cell cap, introduce catalyst nanoparticles to the cell cap, install the cell cap to a cell body to form a complete cell, assemble the complete cell to the high-vacuum XPS system, flow liquid or gas through the cell and collect photoelectrons during catalysis or in vivo/in vitro biological processes performed at solid–liquid or solid–gas interfaces in the cell. Equipment and parts setup takes 2–5 d and data collection takes 12–24 h. This protocol examples the operando studies of C–C coupling on Ag nanoparticles performed in flowing liquid and CO oxidation on Ni/TiO2 nanoparticles in flowing mixture of 0.4 bar CO and 1.6 bar O2. The surface features of nanoparticle catalysts change during a reaction. This protocol describes how to measure these changes in operando (in flowing liquid or gas) by X-ray photoelectron spectrometry using a modified Si3N4 window.","PeriodicalId":18901,"journal":{"name":"Nature Protocols","volume":"20 10","pages":"2865-2898"},"PeriodicalIF":16.0,"publicationDate":"2025-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144961926","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-08-22DOI: 10.1038/s41596-025-01222-z
Rachel Williams, John Walsby-Tickle, Ingvild Comfort Hvinden, Isabelle Legge, Tereza Kacerova, KyoungEun Vicky Lee, Mariya Misheva, David Hauton, Judith B Ngere, John D Sidda, Elisabete Pires, Tom Cadoux-Hudson, James S O McCullagh
The direct coupling of ion-exchange chromatography with mass spectrometry using electrochemical ion suppression creates a hyphenated technique with selectivity and specificity for the analysis of highly polar and ionic compounds. The technique has enabled new applications in environmental chemistry, food chemistry, forensics, cell biology and, more recently, metabolomics. Robust, reproducible and quantitative methods for the analysis of highly polar and ionic metabolites help meet a longstanding analytical need in metabolomics. Here, we provide step-by-step instructions for both untargeted and semi-targeted metabolite analysis from cell, tissue or biofluid samples by using anion-exchange chromatography-high-resolution tandem mass spectrometry (AEC-MS/MS). The method requires minimal sample preparation and is robust, sensitive and selective. It provides comprehensive coverage of hundreds of metabolites found in primary and secondary metabolic pathways, including glycolysis, the pentose phosphate pathway, the tricarboxylic acid cycle, purine and pyrimidine metabolism, amino acid degradation and redox metabolism. An inline electrolytic ion suppressor is used to quantitatively neutralize OH- ions in the eluent stream, after chromatographic separation, enabling AEC to be directly coupled with MS. Counter ions are also removed during this process, creating a neutral pH, aqueous eluent with a simplified matrix optimal for negative ion MS analysis. Sample preparation through to data analysis and interpretation is described in the protocol, including a guide to which metabolites and metabolic pathways are suitable for analysis by using AEC-MS/MS.
{"title":"Metabolomics using anion-exchange chromatography mass spectrometry for the analysis of cells, tissues and biofluids.","authors":"Rachel Williams, John Walsby-Tickle, Ingvild Comfort Hvinden, Isabelle Legge, Tereza Kacerova, KyoungEun Vicky Lee, Mariya Misheva, David Hauton, Judith B Ngere, John D Sidda, Elisabete Pires, Tom Cadoux-Hudson, James S O McCullagh","doi":"10.1038/s41596-025-01222-z","DOIUrl":"https://doi.org/10.1038/s41596-025-01222-z","url":null,"abstract":"<p><p>The direct coupling of ion-exchange chromatography with mass spectrometry using electrochemical ion suppression creates a hyphenated technique with selectivity and specificity for the analysis of highly polar and ionic compounds. The technique has enabled new applications in environmental chemistry, food chemistry, forensics, cell biology and, more recently, metabolomics. Robust, reproducible and quantitative methods for the analysis of highly polar and ionic metabolites help meet a longstanding analytical need in metabolomics. Here, we provide step-by-step instructions for both untargeted and semi-targeted metabolite analysis from cell, tissue or biofluid samples by using anion-exchange chromatography-high-resolution tandem mass spectrometry (AEC-MS/MS). The method requires minimal sample preparation and is robust, sensitive and selective. It provides comprehensive coverage of hundreds of metabolites found in primary and secondary metabolic pathways, including glycolysis, the pentose phosphate pathway, the tricarboxylic acid cycle, purine and pyrimidine metabolism, amino acid degradation and redox metabolism. An inline electrolytic ion suppressor is used to quantitatively neutralize OH<sup>-</sup> ions in the eluent stream, after chromatographic separation, enabling AEC to be directly coupled with MS. Counter ions are also removed during this process, creating a neutral pH, aqueous eluent with a simplified matrix optimal for negative ion MS analysis. Sample preparation through to data analysis and interpretation is described in the protocol, including a guide to which metabolites and metabolic pathways are suitable for analysis by using AEC-MS/MS.</p>","PeriodicalId":18901,"journal":{"name":"Nature Protocols","volume":" ","pages":""},"PeriodicalIF":16.0,"publicationDate":"2025-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144961963","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Ordered mesoporous metal oxides (OMMOs) with periodically interconnected mesopores and crystalline framework have attracted ever-growing attention due to their high specific surface area, well-defined mesoscopic structures and adjustable pore-wall chemical microenvironment. It has been difficult to rationally design OMMO syntheses because the hydrolysis of metal salts is difficult to control; it is also difficult to find precursors that have a strong enough interaction with the structure-directing agents and oxides to overcome the formation of disordered metal oxide crystals rather than frameworks at the temperatures required for calcination. Here we describe an evaporation-induced cooperative assembly (EICA) approach for the controllable synthesis of high-quality OMMOs (for example, WO3). The EICA approach endows precise control over the intermolecular interactions between metal oxide precursors and amphiphilic block copolymers such as poly(ethylene oxide)-block-polystyrene through ligand-assisted or cluster-involved assembly strategies and optimizes the thermal treatment process through carbon-supported crystallization. Based on this Protocol, a library of OMMOs with different framework compositions and desired pore sizes (10-35 nm, by changing the polystyrene length of poly(ethylene oxide)-block-polystyrene template) can be readily tuned, which can be further precisely modified by pore-wall engineering (for example, element doping, noble metal decoration and heterojunction construction). We describe the detailed experimental design and synthesis procedures to ensure the reproducibility of the experiments. Chemiresistive gas sensing and electrocatalytic hydrogen evolution reaction are introduced as potential applications of OMMOs. Except for the time (~2.5 d) needed for the preparation of amphiphilic block copolymers, the EICA approach for synthesizing OMMOs requires ~3.5 d without requiring special expertise.
{"title":"Synthesis of ordered mesoporous metal oxides by solvent evaporation-induced cooperative assembly.","authors":"Wenhe Xie, Xin-Yu Huang, Chengcheng Zhu, Jichun Li, Yu Deng, Youwen Rong, Keyu Chen, Yonghui Deng","doi":"10.1038/s41596-025-01225-w","DOIUrl":"https://doi.org/10.1038/s41596-025-01225-w","url":null,"abstract":"<p><p>Ordered mesoporous metal oxides (OMMOs) with periodically interconnected mesopores and crystalline framework have attracted ever-growing attention due to their high specific surface area, well-defined mesoscopic structures and adjustable pore-wall chemical microenvironment. It has been difficult to rationally design OMMO syntheses because the hydrolysis of metal salts is difficult to control; it is also difficult to find precursors that have a strong enough interaction with the structure-directing agents and oxides to overcome the formation of disordered metal oxide crystals rather than frameworks at the temperatures required for calcination. Here we describe an evaporation-induced cooperative assembly (EICA) approach for the controllable synthesis of high-quality OMMOs (for example, WO<sub>3</sub>). The EICA approach endows precise control over the intermolecular interactions between metal oxide precursors and amphiphilic block copolymers such as poly(ethylene oxide)-block-polystyrene through ligand-assisted or cluster-involved assembly strategies and optimizes the thermal treatment process through carbon-supported crystallization. Based on this Protocol, a library of OMMOs with different framework compositions and desired pore sizes (10-35 nm, by changing the polystyrene length of poly(ethylene oxide)-block-polystyrene template) can be readily tuned, which can be further precisely modified by pore-wall engineering (for example, element doping, noble metal decoration and heterojunction construction). We describe the detailed experimental design and synthesis procedures to ensure the reproducibility of the experiments. Chemiresistive gas sensing and electrocatalytic hydrogen evolution reaction are introduced as potential applications of OMMOs. Except for the time (~2.5 d) needed for the preparation of amphiphilic block copolymers, the EICA approach for synthesizing OMMOs requires ~3.5 d without requiring special expertise.</p>","PeriodicalId":18901,"journal":{"name":"Nature Protocols","volume":" ","pages":""},"PeriodicalIF":16.0,"publicationDate":"2025-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144961973","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-08-19DOI: 10.1038/s41596-025-01218-9
Hsuan-Fu Liu, Ye Zhou, Qinwen Huang, Jeffrey Martin, Alberto Bartesaghi
Single-particle cryoelectron tomography (SP-CET) is an imaging technique capable of determining the structure of proteins in their cellular environment at high-resolution. nextPYP is a web-based application designed to streamline the SP-CET structure determination process and facilitate the analysis of conformational variability. Here we explain how to use nextPYP-based methods to determine the structure and study the conformational heterogeneity of proteins using SP-CET. We provide a step-by-step guide to convert raw tilt-series into three-dimensional structures, following a workflow that includes movie-frame alignment, tilt-series alignment, contrast transfer function estimation, tomogram reconstruction, particle picking, high-resolution refinement and three-dimensional classification. The advantages of nextPYP are its ease-of-use and effectiveness at extracting high-resolution information, which, combined with its storage and compute efficiency, shortens time-to-structure from months to days. The complete procedure, including interactive data analysis and visualization, is fully integrated within the application, with no need for external software. Starting from raw tilt-series data, users will be able to determine a near-atomic resolution structure of human immunodeficiency virus 1 Gag protein, eight translational states of Escherichia coli 70S ribosomes and a structure of human 80S ribosomes from plasma-focused ion beam milled HeLa cells. This Protocol is intended as a resource for those who are new to SP-CET as well as more experienced users that want to streamline the process of in situ structure determination and heterogeneity analysis using nextPYP. The procedure requires 18 h to complete. The procedure for nextPYP facilitates the end-to-end processing of cryoelectron tomography data for high-resolution structure determination and conformational variability analysis.
{"title":"In situ structure determination of conformationally flexible targets using nextPYP","authors":"Hsuan-Fu Liu, Ye Zhou, Qinwen Huang, Jeffrey Martin, Alberto Bartesaghi","doi":"10.1038/s41596-025-01218-9","DOIUrl":"10.1038/s41596-025-01218-9","url":null,"abstract":"Single-particle cryoelectron tomography (SP-CET) is an imaging technique capable of determining the structure of proteins in their cellular environment at high-resolution. nextPYP is a web-based application designed to streamline the SP-CET structure determination process and facilitate the analysis of conformational variability. Here we explain how to use nextPYP-based methods to determine the structure and study the conformational heterogeneity of proteins using SP-CET. We provide a step-by-step guide to convert raw tilt-series into three-dimensional structures, following a workflow that includes movie-frame alignment, tilt-series alignment, contrast transfer function estimation, tomogram reconstruction, particle picking, high-resolution refinement and three-dimensional classification. The advantages of nextPYP are its ease-of-use and effectiveness at extracting high-resolution information, which, combined with its storage and compute efficiency, shortens time-to-structure from months to days. The complete procedure, including interactive data analysis and visualization, is fully integrated within the application, with no need for external software. Starting from raw tilt-series data, users will be able to determine a near-atomic resolution structure of human immunodeficiency virus 1 Gag protein, eight translational states of Escherichia coli 70S ribosomes and a structure of human 80S ribosomes from plasma-focused ion beam milled HeLa cells. This Protocol is intended as a resource for those who are new to SP-CET as well as more experienced users that want to streamline the process of in situ structure determination and heterogeneity analysis using nextPYP. The procedure requires 18 h to complete. The procedure for nextPYP facilitates the end-to-end processing of cryoelectron tomography data for high-resolution structure determination and conformational variability analysis.","PeriodicalId":18901,"journal":{"name":"Nature Protocols","volume":"21 2","pages":"851-871"},"PeriodicalIF":16.0,"publicationDate":"2025-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144883220","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-08-18DOI: 10.1038/s41596-025-01234-9
Haocheng Ji, Junxiong Wang, Xiao Qiu, Hengyu Ren, Haoyu Xue, Hao Zhang, Guanjun Ji, Hui-Ming Cheng, Guangmin Zhou
The rapid acceleration of global electrification has increased demand for sustainable energy storage, making lithium-ion batteries (LIBs) essential for various applications. However, their limited lifespan presents challenges related to resource waste and environmental risks. Unlike traditional metallurgical methods, which extract key metals from spent cathodes, the direct recycling process repairs damaged materials, maximizing their residual value through effective treatments. Despite widespread interest, systematic protocols to guide interdisciplinary researchers in direct recycling studies remain scarce. Using spent LiMn2O4 as an example, this protocol outlines a general approach for direct recycling and upcycling of spent LIBs. Initially, the failure condition of the spent cathode is evaluated using X-ray diffraction and inductively coupled plasma analysis to determine appropriate recycling parameters. The resulting recycled products include regenerated LiMn2O4 and upcycled next-generation cathode materials, such as high-voltage LiNi0.5Mn1.5O4 and Co-free, Li-rich Li1.2Ni0.2Mn0.6O2. Subsequently, electron microscopy, spectroscopic techniques and electrochemical performance tests evaluate recycling effectiveness. This protocol incorporates two representative recycling methods to provide readers with a detailed procedural guide. Solid-phase regeneration forms the basis of most direct recycling technologies; thus, it requires minimal adjustments for broad applicability. Joule heating, a more emerging recycling technology, leverages rapid nonequilibrium reactions, substantially reducing processing time and introducing beneficial structural defects and elemental gradient distributions within the material. Compared to metallurgical methods, solid-phase and Joule heating-based protocols reduce recycling time to ~32 h and 5 h, respectively. Overall, this protocol provides a reliable guide for researchers, promoting sustainable LIB recycling and advancing clean energy research.
{"title":"A universal protocol for ultrafast direct regeneration and upcycling of spent lithium-ion battery cathode materials.","authors":"Haocheng Ji, Junxiong Wang, Xiao Qiu, Hengyu Ren, Haoyu Xue, Hao Zhang, Guanjun Ji, Hui-Ming Cheng, Guangmin Zhou","doi":"10.1038/s41596-025-01234-9","DOIUrl":"10.1038/s41596-025-01234-9","url":null,"abstract":"<p><p>The rapid acceleration of global electrification has increased demand for sustainable energy storage, making lithium-ion batteries (LIBs) essential for various applications. However, their limited lifespan presents challenges related to resource waste and environmental risks. Unlike traditional metallurgical methods, which extract key metals from spent cathodes, the direct recycling process repairs damaged materials, maximizing their residual value through effective treatments. Despite widespread interest, systematic protocols to guide interdisciplinary researchers in direct recycling studies remain scarce. Using spent LiMn<sub>2</sub>O<sub>4</sub> as an example, this protocol outlines a general approach for direct recycling and upcycling of spent LIBs. Initially, the failure condition of the spent cathode is evaluated using X-ray diffraction and inductively coupled plasma analysis to determine appropriate recycling parameters. The resulting recycled products include regenerated LiMn<sub>2</sub>O<sub>4</sub> and upcycled next-generation cathode materials, such as high-voltage LiNi<sub>0.5</sub>Mn<sub>1.5</sub>O<sub>4</sub> and Co-free, Li-rich Li<sub>1.2</sub>Ni<sub>0.2</sub>Mn<sub>0.6</sub>O<sub>2</sub>. Subsequently, electron microscopy, spectroscopic techniques and electrochemical performance tests evaluate recycling effectiveness. This protocol incorporates two representative recycling methods to provide readers with a detailed procedural guide. Solid-phase regeneration forms the basis of most direct recycling technologies; thus, it requires minimal adjustments for broad applicability. Joule heating, a more emerging recycling technology, leverages rapid nonequilibrium reactions, substantially reducing processing time and introducing beneficial structural defects and elemental gradient distributions within the material. Compared to metallurgical methods, solid-phase and Joule heating-based protocols reduce recycling time to ~32 h and 5 h, respectively. Overall, this protocol provides a reliable guide for researchers, promoting sustainable LIB recycling and advancing clean energy research.</p>","PeriodicalId":18901,"journal":{"name":"Nature Protocols","volume":" ","pages":""},"PeriodicalIF":16.0,"publicationDate":"2025-08-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144874131","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-08-14DOI: 10.1038/s41596-025-01244-7
Nicolas Mathis, Kim Fabiano Marquart, Ahmed Allam, Michael Krauthammer, Gerald Schwank
Prime editing is a versatile genome editing technology that enables precise genetic modifications without inducing DNA double-strand breaks. Owing to numerous variables in the prime editing guide RNA (pegRNA) design, experimentally identifying the most efficient pegRNA for a specific locus and edit is laborious. Therefore, we have developed computational tools to streamline this process. Here we present a comprehensive protocol detailing how to use PRIDICT2.0 and ePRIDICT, machine-learning models that assess the influence of the pegRNA design and chromatin context on prime editing. PRIDICT2.0 is an ensemble of attention-based bidirectional recurrent neural networks that predicts pegRNA efficiencies for replacements, insertions or deletions in different cellular contexts. Compared with other pegRNA design tools, PRIDICT2.0 accommodates larger edits-up to 40 base pairs-across diverse edit types, also allowing the introduction of silent bystander edits that can enhance editing efficiency. ePRIDICT, a gradient-boosting algorithm, further accounts for the local chromatin environments and assesses how the genomic location of the target site affects prime editing rates. Both tools are available at www.pridict.it for individual predictions or can be installed locally for batch processing of multiple edits and target sites. The protocol provides step-by-step instructions on using PRIDICT2.0 and ePRIDICT, covering sequence input, prediction generation and interpretation. Web-based predictions take under a minute, while local installation and batch processing may take up to several hours, depending on the dataset size. By streamlining pegRNA selection and chromatin context analysis, these tools promote the adoption of prime editing in basic and translational research.
{"title":"Systematic pegRNA design with PRIDICT2.0 and ePRIDICT for efficient prime editing.","authors":"Nicolas Mathis, Kim Fabiano Marquart, Ahmed Allam, Michael Krauthammer, Gerald Schwank","doi":"10.1038/s41596-025-01244-7","DOIUrl":"https://doi.org/10.1038/s41596-025-01244-7","url":null,"abstract":"<p><p>Prime editing is a versatile genome editing technology that enables precise genetic modifications without inducing DNA double-strand breaks. Owing to numerous variables in the prime editing guide RNA (pegRNA) design, experimentally identifying the most efficient pegRNA for a specific locus and edit is laborious. Therefore, we have developed computational tools to streamline this process. Here we present a comprehensive protocol detailing how to use PRIDICT2.0 and ePRIDICT, machine-learning models that assess the influence of the pegRNA design and chromatin context on prime editing. PRIDICT2.0 is an ensemble of attention-based bidirectional recurrent neural networks that predicts pegRNA efficiencies for replacements, insertions or deletions in different cellular contexts. Compared with other pegRNA design tools, PRIDICT2.0 accommodates larger edits-up to 40 base pairs-across diverse edit types, also allowing the introduction of silent bystander edits that can enhance editing efficiency. ePRIDICT, a gradient-boosting algorithm, further accounts for the local chromatin environments and assesses how the genomic location of the target site affects prime editing rates. Both tools are available at www.pridict.it for individual predictions or can be installed locally for batch processing of multiple edits and target sites. The protocol provides step-by-step instructions on using PRIDICT2.0 and ePRIDICT, covering sequence input, prediction generation and interpretation. Web-based predictions take under a minute, while local installation and batch processing may take up to several hours, depending on the dataset size. By streamlining pegRNA selection and chromatin context analysis, these tools promote the adoption of prime editing in basic and translational research.</p>","PeriodicalId":18901,"journal":{"name":"Nature Protocols","volume":" ","pages":""},"PeriodicalIF":16.0,"publicationDate":"2025-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144855847","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-08-14DOI: 10.1038/s41596-025-01227-8
Giuseppe Calà, Giorgia D'Ariano, Kylin Yunyan Sun, Gloria Ji Zhang, Giuseppe Matteo Carrino, Alessandro Mariani, Carlotta Camilli, Isabella Fabietti, Roberto Bei, Anna L David, Alessandro Filippo Pellegata, Panicos Shangaris, Marco Pellegrini, Giovanni Giuseppe Giobbe, Paolo De Coppi, Mattia Francesco Maria Gerli
Human primary fetal stem cell-derived organoids are used to model developing tissues in vitro. However, ethical and legislative constraints restrict fresh fetal tissue collection in several countries. Amniotic fluid (AF) is easily accessible with minimal ethical and regulatory constraints for collection. Our team recently showed that tissue-specific stem/progenitor cells can be isolated from fetal fluids collected during pregnancy through clinically indicated minimally invasive procedures conducted during the second and third trimesters. These samples consistently generate fetal lung, kidney tubule and gastrointestinal epithelial organoids autologous to the developing fetus. AF-derived organoids (AFOs) allow the investigation of fetal epithelia at developmentally relevant stages. Moreover, AFOs allow research to be conducted on late gestational stages, hardly accessible with other methods. Here, we provide a detailed protocol to establish, characterize and cryopreserve AFOs from viable AF cells. This includes the processing of patient-derived AF samples, viable cell sorting, seeding, establishment of clonal AFO lines, tissue phenotyping, expansion and cryopreservation. Additionally, we describe a straightforward immunofluorescence-based approach to pinpoint the tissue identity of the AFOs in a quick and cost-effective manner. In our hands, the protocol enabled the generation of primary fetal AFOs from 85.71% of samples (62.5% ascribed to the fetal lung, 59.4% to the kidney tubule and 6.2% to the small intestine). It takes 4-6 weeks to implement, requiring only standard equipment and expertise commonly available in cell biology laboratories.
{"title":"Derivation, expansion and cryopreservation of primary fetal organoids from second and third trimester human amniotic fluid cells.","authors":"Giuseppe Calà, Giorgia D'Ariano, Kylin Yunyan Sun, Gloria Ji Zhang, Giuseppe Matteo Carrino, Alessandro Mariani, Carlotta Camilli, Isabella Fabietti, Roberto Bei, Anna L David, Alessandro Filippo Pellegata, Panicos Shangaris, Marco Pellegrini, Giovanni Giuseppe Giobbe, Paolo De Coppi, Mattia Francesco Maria Gerli","doi":"10.1038/s41596-025-01227-8","DOIUrl":"https://doi.org/10.1038/s41596-025-01227-8","url":null,"abstract":"<p><p>Human primary fetal stem cell-derived organoids are used to model developing tissues in vitro. However, ethical and legislative constraints restrict fresh fetal tissue collection in several countries. Amniotic fluid (AF) is easily accessible with minimal ethical and regulatory constraints for collection. Our team recently showed that tissue-specific stem/progenitor cells can be isolated from fetal fluids collected during pregnancy through clinically indicated minimally invasive procedures conducted during the second and third trimesters. These samples consistently generate fetal lung, kidney tubule and gastrointestinal epithelial organoids autologous to the developing fetus. AF-derived organoids (AFOs) allow the investigation of fetal epithelia at developmentally relevant stages. Moreover, AFOs allow research to be conducted on late gestational stages, hardly accessible with other methods. Here, we provide a detailed protocol to establish, characterize and cryopreserve AFOs from viable AF cells. This includes the processing of patient-derived AF samples, viable cell sorting, seeding, establishment of clonal AFO lines, tissue phenotyping, expansion and cryopreservation. Additionally, we describe a straightforward immunofluorescence-based approach to pinpoint the tissue identity of the AFOs in a quick and cost-effective manner. In our hands, the protocol enabled the generation of primary fetal AFOs from 85.71% of samples (62.5% ascribed to the fetal lung, 59.4% to the kidney tubule and 6.2% to the small intestine). It takes 4-6 weeks to implement, requiring only standard equipment and expertise commonly available in cell biology laboratories.</p>","PeriodicalId":18901,"journal":{"name":"Nature Protocols","volume":" ","pages":""},"PeriodicalIF":16.0,"publicationDate":"2025-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144855846","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-08-13DOI: 10.1038/s41596-025-01235-8
Rodrigo J. Gonzalez, Changwei Peng, Ulrich H. von Andrian
Immunomodulation in draining lymph nodes can be studied in a mouse model of metastasis.
免疫调节引流淋巴结可以研究转移小鼠模型。
{"title":"Modeling lymph node metastases in vivo","authors":"Rodrigo J. Gonzalez, Changwei Peng, Ulrich H. von Andrian","doi":"10.1038/s41596-025-01235-8","DOIUrl":"10.1038/s41596-025-01235-8","url":null,"abstract":"Immunomodulation in draining lymph nodes can be studied in a mouse model of metastasis.","PeriodicalId":18901,"journal":{"name":"Nature Protocols","volume":"20 11","pages":"3055-3056"},"PeriodicalIF":16.0,"publicationDate":"2025-08-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144847662","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-08-13DOI: 10.1038/s41596-025-01200-5
Cort B. Breuer, Zhewen Xiong, Alice Wang, Grayson E. Rodriguez, Gita C. Abhiraman, K. Christopher Garcia, Nathan E. Reticker-Flynn
Lymph node (LN) metastasis is a conserved feature across most solid organ malignancies and portends worse prognoses. Functionally, LN metastases induce systemic tumor-specific immune tolerance and may serve as a reservoir for distant metastases. Nonetheless, there are relatively few preclinical models for interrogating the biology of LN metastasis and its systemic effects at various stages of metastatic progression. We describe a method for modeling LN metastasis of melanoma tumors in mice that enables assessment of tumor and immune cell phenotypes and the functional roles of nodal involvement on distant metastasis. Our model comprises a family of transplantable syngeneic melanoma tumor cell lines evolved to exhibit enhanced LN metastatic potential, which can be used to probe cancer–immune interactions and test new therapeutics. We present both (i) a spontaneous LN metastasis model involving primary tumor implantation and assessment of LN colonization 21–28 d later and (ii) an experimental metastasis model involving implantation of primary tumors followed by direct intra-LN injections of tumor cells. Both models can be extended to assess the impact of LN metastasis on the development of distant metastases through asynchronous intravenous injections of tumors. Finally, we discuss experimental design considerations including when to use spontaneous or experimental models and troubleshooting consistent LN metastasis, making this model accessible for researchers with basic mouse survival-surgery skills. We highlight how LN metastasis models can be used to profile metastatic immune reprogramming, measure the impact of nodal metastases on distant metastases and assess novel anti-metastatic therapeutics. We provide two procedures to cover distinct approaches for the initiation of lymph node metastases in mice: one for studying the metastatic cascade in tumorigenic cells and the other for studying the effect of metastatic formations in the host.
{"title":"Spontaneous and experimental models of lymph node metastasis","authors":"Cort B. Breuer, Zhewen Xiong, Alice Wang, Grayson E. Rodriguez, Gita C. Abhiraman, K. Christopher Garcia, Nathan E. Reticker-Flynn","doi":"10.1038/s41596-025-01200-5","DOIUrl":"10.1038/s41596-025-01200-5","url":null,"abstract":"Lymph node (LN) metastasis is a conserved feature across most solid organ malignancies and portends worse prognoses. Functionally, LN metastases induce systemic tumor-specific immune tolerance and may serve as a reservoir for distant metastases. Nonetheless, there are relatively few preclinical models for interrogating the biology of LN metastasis and its systemic effects at various stages of metastatic progression. We describe a method for modeling LN metastasis of melanoma tumors in mice that enables assessment of tumor and immune cell phenotypes and the functional roles of nodal involvement on distant metastasis. Our model comprises a family of transplantable syngeneic melanoma tumor cell lines evolved to exhibit enhanced LN metastatic potential, which can be used to probe cancer–immune interactions and test new therapeutics. We present both (i) a spontaneous LN metastasis model involving primary tumor implantation and assessment of LN colonization 21–28 d later and (ii) an experimental metastasis model involving implantation of primary tumors followed by direct intra-LN injections of tumor cells. Both models can be extended to assess the impact of LN metastasis on the development of distant metastases through asynchronous intravenous injections of tumors. Finally, we discuss experimental design considerations including when to use spontaneous or experimental models and troubleshooting consistent LN metastasis, making this model accessible for researchers with basic mouse survival-surgery skills. We highlight how LN metastasis models can be used to profile metastatic immune reprogramming, measure the impact of nodal metastases on distant metastases and assess novel anti-metastatic therapeutics. We provide two procedures to cover distinct approaches for the initiation of lymph node metastases in mice: one for studying the metastatic cascade in tumorigenic cells and the other for studying the effect of metastatic formations in the host.","PeriodicalId":18901,"journal":{"name":"Nature Protocols","volume":"20 11","pages":"3170-3187"},"PeriodicalIF":16.0,"publicationDate":"2025-08-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144847663","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}