Sierra H Ball, Rina N Helt, Claudia Capdevila, Jonathan Miller, Liang Cheng, Hyeonjeong Lee, Laura A Jenny, Elena Wang, Sarah N Weinshel, Arnold S Han, Kelley S Yan
{"title":"Tracing Stem and Progenitor Cells Using Sequential Administration of Three Thymidine Analogs In Vivo.","authors":"Sierra H Ball, Rina N Helt, Claudia Capdevila, Jonathan Miller, Liang Cheng, Hyeonjeong Lee, Laura A Jenny, Elena Wang, Sarah N Weinshel, Arnold S Han, Kelley S Yan","doi":"10.1007/7651_2026_721","DOIUrl":"https://doi.org/10.1007/7651_2026_721","url":null,"abstract":"<p><p>Imaging of adult stem cells and their progeny in the gastrointestinal (GI) epithelium is useful for constructing cellular hierarchies, revealing stem cell location, and understanding stem cell dynamics, all of which provide an understanding of how they sustain tissues during homeostasis and injury. Pulse-chase approaches can be used to track stem and progenitor cells and understand tissue kinetics by using nucleotide analogs that irreversibly incorporate into DNA during S-phase. Existing pulse-chase approaches that use multiple analogs require harsh DNA denaturation which obscures nuclear staining and the ability to visualize colocalization of analog signals with DNA. This can prevent the ability to distinguish between diluted thymidine analog signal and auto fluorescent secretory granules in cells abundant in the GI epithelium. Here we build upon a method which combines three thymidine analogs for triple pulse-chase labeling of proliferating cells in mice to understand tissue kinetics and S-phase length while maintaining strong nuclear signals in the colon epithelium. This approach may be applied to other tissues to study cell proliferation kinetics.</p>","PeriodicalId":18490,"journal":{"name":"Methods in molecular biology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149137399","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"An Organoid-Based Assay for Evaluating Oxidative Stress-Reactive Fluorescent Probes Using the CERO 3D Bioreactor in a Mouse Hepatic Oxidative Injury Model.","authors":"Eva-Maria Bryan, Ozlem Dilek","doi":"10.1007/7651_2026_722","DOIUrl":"https://doi.org/10.1007/7651_2026_722","url":null,"abstract":"<p><p>Oxidative stress is a central driver of acute liver injury, and protein carbonylation and lipid aldehyde formation are among its most direct chemical signatures. Most carbonyl-reactive fluorescent probes have been characterized only in two-dimensional culture, and their behavior in three-dimensional tissue is often unclear. Here we describe a protocol for evaluating carbonyl-reactive fluorescent probes in mouse hepatic organoids grown in suspension in the CERO 3D bioreactor, using acetaminophen (APAP) overdose as a well-established model of acute oxidative liver injury. We demonstrate the assay with P7-Hz, a hydrazine-based probe that reacts with carbonyl groups on oxidatively damaged proteins and lipids to form the fluorescent hydrazone product P7-Hz-Ali. The protocol covers organoid culture and maintenance, APAP dosing to induce injury, probe incubation (labeling), and imaging-based quantification of the fluorescence signal as a readout of carbonylation, together with co-staining viability to distinguish probe-specific signal from cytotoxicity. Although P7-Hz is used as the demonstration probe, the same workflow accommodates other carbonyl-reactive probes whose hydrazone (or analogous) product is spectroscopically distinguishable from the unreacted probe, providing a reproducible three-dimensional platform for probe validation.</p>","PeriodicalId":18490,"journal":{"name":"Methods in molecular biology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149137427","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Shajahan Amitha Banu, Khan Sharun, Stelios Alexandris, Álvaro Díaz Vera, Jesper de Claville Christiansen, Cristian Pablo Pennisi
{"title":"Characterization of Stem Cell-Laden Nanocomposite Hydrogels for Injectable Therapy.","authors":"Shajahan Amitha Banu, Khan Sharun, Stelios Alexandris, Álvaro Díaz Vera, Jesper de Claville Christiansen, Cristian Pablo Pennisi","doi":"10.1007/7651_2026_718","DOIUrl":"https://doi.org/10.1007/7651_2026_718","url":null,"abstract":"<p><p>Hydrogels are widely used as injectable biomaterials for minimally invasive stem cell delivery, providing a hydrated three-dimensional matrix that supports cell survival and retention. Nanocomposite hydrogels, formed by combining hydrogels with nanoscale fillers, offer additional opportunities to tailor rheological behavior and mechanical performance for injectable cell-delivery applications. However, their translational potential depends on the ability to rationally characterize both material behavior and cell compatibility under injection-relevant conditions. This chapter presents a structured experimental protocol for the preparation and initial characterization of collagen-Laponite nanocomposite hydrogels containing human adipose-derived mesenchymal stem cells as a representative model for injectable therapeutic applications. The protocol describes hydrogel formulation, nanoparticle dispersion, stem cell encapsulation, rheological characterization, injectability testing, post-injection viability assessment, and short-term metabolic activity analysis. Although a collagen-Laponite formulation and human adipose-derived mesenchymal stem cells are used as the working example, the protocol provides a practical and systematic framework for evaluating injectable stem cell-laden nanocomposite hydrogels, with particular focus on balancing injectability, structural integrity, and preservation of cellular function.</p>","PeriodicalId":18490,"journal":{"name":"Methods in molecular biology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149111908","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Alia Azadi, Abolfazl Zargari, Avlyn V Singer, Gerrald A Lodewijk, Carly Guiltinan, S Ali Shariati
{"title":"Quantitative Single-Cell Time-Lapse Phase-Contrast Microscopy with DeepSea.","authors":"Alia Azadi, Abolfazl Zargari, Avlyn V Singer, Gerrald A Lodewijk, Carly Guiltinan, S Ali Shariati","doi":"10.1007/7651_2026_717","DOIUrl":"https://doi.org/10.1007/7651_2026_717","url":null,"abstract":"<p><p>Single-cell quantitative time-lapse microscopy is a valuable tool for directly observing the dynamic activities and decisions of individual stem cells within a population. Successful application of time-lapse microscopy requires automated segmentation of thousands of individual cells to track their features frame-by-frame over time. However, this can be challenging due to unpredictable cell movement, changes in cell shape, and mitotic activity. Such limitations are particularly notable in imaging approaches such as label-free phase-contrast microscopy, which is widely available and non-toxic for long-term time-lapse imaging. Our team has previously developed a deep-learning model and software, DeepSea, to overcome the challenges of single-cell phase-contrast microscopy through automation of segmentation and tracking. In this chapter, we present how to install and use DeepSea to segment and track individual cells in time-lapse phase-contrast images.</p>","PeriodicalId":18490,"journal":{"name":"Methods in molecular biology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149081379","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Anthony Coon, Jessica L Ayers, Christopher Cole, Afua Tiwaa, Arti Parihar, Thomas Vincent, Johann E Gudjonsson, Mrinal K Sarkar, Cory L Simpson
{"title":"CRISPR/Cas9 Editing of Human Keratinocytes for Organotypic Modeling of Genetic Epidermal Disorders.","authors":"Anthony Coon, Jessica L Ayers, Christopher Cole, Afua Tiwaa, Arti Parihar, Thomas Vincent, Johann E Gudjonsson, Mrinal K Sarkar, Cory L Simpson","doi":"10.1007/7651_2026_714","DOIUrl":"https://doi.org/10.1007/7651_2026_714","url":null,"abstract":"<p><p>CRISPR/Cas9-based DNA editing has revolutionized biomedical research by enabling investigators to precisely and permanently inactivate genes in human cells to provide greater insight into the mechanisms that support normal physiology and drive disease pathology. To leverage this technology for cutaneous biology research, we optimized a strategy for efficient gene editing in human keratinocytes, which can be grown into a differentiated organotypic epidermis to extend studies of gene function to a mature 3D tissue model. Here, we describe step-by-step methods for deploying CRISPR/Cas9 to engineer a TERT-immortalized human epidermal keratinocyte line (N/TERT-2G) to generate monoclonal heterozygous and homozygous knockout cell lines. Additionally, we provide a detailed protocol for growing gene-edited keratinocytes into organotypic epidermis, which we have used to model the pathology of monogenic dermatologic disorders that were not replicated in traditional knockout mice.</p>","PeriodicalId":18490,"journal":{"name":"Methods in molecular biology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148857477","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Immunofluorescence Detection of Lysyl Oxidase in Formalin-Fixed Paraffin-Embedded Breast Tissue.","authors":"Eva-Maria Bryan, Virginia Espina, Ozlem Dilek","doi":"10.1007/7651_2026_716","DOIUrl":"https://doi.org/10.1007/7651_2026_716","url":null,"abstract":"<p><p>Lysyl oxidase (LOX) is a copper-dependent amine oxidase that catalyzes the oxidative crosslinking of collagen and elastin in the extracellular matrix, contributing to tissue stiffening and remodeling in the tumor microenvironment. Dysregulated LOX expression has been mechanistically linked to breast cancer invasion, pre-metastatic niche formation, and poor clinical prognosis. Here we describe a complete protocol for evaluating LOX protein expression in formalin-fixed paraffin-embedded (FFPE) human breast tissue sections, comprising (1) hematoxylin and eosin (H&E) staining for morphological assessment and tissue region selection and (2) direct immunofluorescence (IF) detection of LOX using an Alexa Fluor 647-conjugated anti-LOX rabbit recombinant monoclonal antibody (clone EPR4025), which eliminates the need for a secondary antibody step, with antigen retrieval performed under pH 6 citrate buffer conditions. The protocol is validated on ductal carcinoma in situ (DCIS) and DCIS-adjacent breast tissue and is readily adaptable to other FFPE tissue types and directly conjugated fluorescent antibodies.</p>","PeriodicalId":18490,"journal":{"name":"Methods in molecular biology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-08-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148813286","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Automated Deep Learning Protocol for Quantifying Cell Viability in Live/Dead Fluorescence Microscopy.","authors":"Álvaro Díaz Vera, Khan Sharun, Shajahan Amitha Banu, Cristian Pablo Pennisi","doi":"10.1007/7651_2026_715","DOIUrl":"https://doi.org/10.1007/7651_2026_715","url":null,"abstract":"<p><p>The assessment of live/dead cells by means of fluorescence microscopy is a standard technique for assessing cell viability but relies on manual counting, which is laborious and prone to operator bias. Here we present a step-by-step protocol for automated cell viability quantification from two-channel live/dead fluorescence images using a deep learning pipeline built on a U-Net architecture with a ResNet-50 encoder pretrained on ImageNet. The protocol is organized into two tracks: a no-code inference track that applies a pre-trained model to standard live/dead images and an adaptation track for generating custom annotations and retraining the model for new cell types or staining protocols. The pipeline integrates percentile-based normalization, centroid-based (weakly supervised) annotation, patch-based transfer learning, and distance-transform watershed post-processing for instance-level counting. On an independent 25-image test set of human dermal fibroblasts, the model achieved counting R<sup>2</sup> values of 0.986 (live) and 0.999 (dead) and a mean absolute viability error of 0.61 percentage points, providing a reproducible framework adaptable to diverse cell types and imaging platforms.</p>","PeriodicalId":18490,"journal":{"name":"Methods in molecular biology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-08-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148813358","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Nanotechnology-Stem Cell Strategies in 3D Glioblastoma Organoid: Targeting Glioma Stem Cells Within a Complex Tumor Microenvironment.","authors":"Saptaparna Pal, Sejal Mhatre, Puja Sandbhor","doi":"10.1007/7651_2026_713","DOIUrl":"https://doi.org/10.1007/7651_2026_713","url":null,"abstract":"<p><p>Therapeutic failure in glioblastoma (GBM) is increasingly attributed not only to tumor cell-intrinsic factors but also to the adaptive/supportive tumor microenvironment that nurtures glioma stem cells (GSCs) and drive therapy resistance. GSCs reside within specialized niches shaped by extracellular matrix architecture, stromal interactions, metabolomic gradients, and immune-modulatory cues, enabling their survival, plasticity, and repopulation following conventional therapy. Effective targeting of GBM therefore requires strategies that disrupt both GSC-intrinsic niche and the supportive microenvironment context that limit drug penetration, retention, and therapeutic benefit.Traditional two-dimensional (2D) culture systems fail to capture these spatial and biological complexities, resulting in poor clinically actionable predictive power for successful outcomes. In contrast, three-dimensional (3D) models offer an opportunity to recapitulate relevance. Building on this context, this chapter highlights recent advances that integrate nanotechnology with stem cell-based 3D GBM organoid platforms to enable effective therapeutic delivery and resistance niche-level targeting.We discuss the design and functional evaluation of nanoparticle systems engineered for deep tumor penetration and selective delivery, including polymeric nanoparticles, mesoporous silica nanoparticles, and ultrasmall gold nanostructures. Emphasis is placed on mesenchymal and neural stem cell-mediated nanodelivery, biomimetic hydrogel- and nanofiber-based scaffolds for recreating GSC-associated niche, and advanced analytical readouts including electron microscopy, confocal Z-stack imaging, and ICP-MS. Collectively, this chapter presents a translational framework for leveraging 3D models and stem cell-directed nanotechnologies as preclinical tools to overcome therapy resistance and improve therapeutic outcomes in GBM.</p>","PeriodicalId":18490,"journal":{"name":"Methods in molecular biology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148382320","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Ilgin Kimiz Gebologlu, S Furkan Demirden, Suphi S Oncel
{"title":"Isolation of Mesenchymal Stem Cell-Derived Extracellular Vesicles.","authors":"Ilgin Kimiz Gebologlu, S Furkan Demirden, Suphi S Oncel","doi":"10.1007/7651_2026_712","DOIUrl":"https://doi.org/10.1007/7651_2026_712","url":null,"abstract":"<p><p>Stem cell-derived exosomes have gained increasing attention due to their therapeutic potential in various diseases. The successful acquisition of exosomes with the desired therapeutic efficacy requires both the appropriate cultivation of the source stem cells and the use of suitable isolation methods. In this context, serum-free culture approaches have emerged as a key strategy to enhance exosome yield. This chapter explains in detail how to properly grow stem cells, how to adapt them to serum-free culture conditions, and how to get exosomes from these cells.</p>","PeriodicalId":18490,"journal":{"name":"Methods in molecular biology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-06-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148330369","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Korvell Russell, Anam Adil, Rohan Shivde, Brian McGrath, Hanin Abuzer, Cormac Cosgrove, Madalyne Juarez, I Caroline LePoole, Bethany E Perez White
{"title":"Modeling Melanoma Immune Surveillance by CAR-T Cells in Human Skin Organoids.","authors":"Korvell Russell, Anam Adil, Rohan Shivde, Brian McGrath, Hanin Abuzer, Cormac Cosgrove, Madalyne Juarez, I Caroline LePoole, Bethany E Perez White","doi":"10.1007/7651_2026_711","DOIUrl":"https://doi.org/10.1007/7651_2026_711","url":null,"abstract":"<p><p>T cell-mediated therapies are major breakthroughs in the treatment of melanoma. However, clinical hurdles in the application of T cell-mediated therapies in melanoma persist and limit their potential. As such, preclinical research efforts remain focused on their development and optimization. Preclinical research techniques include in vivo evaluation with xenograft mouse models, ex vivo patient tumor explant culture, and in vitro tumor spheroids and melanoma/T cell co-cultures. However, these models lack the appropriate tissue context of melanoma skin cancer. Here, we describe a technique for the incorporation of primary T cells and chimeric antigen receptor (CAR)-T cells with melanoma cells in human skin organoids derived from primary epidermal keratinocytes.</p>","PeriodicalId":18490,"journal":{"name":"Methods in molecular biology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148163684","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}