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Journal of Visualized Experiments

MyJove Corporation

All preprints, ranked by how well they match Journal of Visualized Experiments's content profile, based on 30 papers previously published here. The average preprint has a 0.03% match score for this journal, so anything above that is already an above-average fit. Older preprints may already have been published elsewhere.

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Revisiting Mouse Cardiac Myocyte Isolation: A Simplified Langendorff-based Method

Larsen, M. S.; Thomsen, M. B.; Zawadzki, T.

2026-04-17 physiology 10.64898/2026.04.15.718810 medRxiv
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This protocol describes a Langendorff-based method for isolating intact adult mouse ventricular myocytes using syringe pump-driven perfusion. The approach retains the key physiological advantage of the conventional Langendorff technique, continuous retrograde coronary perfusion, while simplifying the overall setup. By combining retrograde aortic perfusion with widely available laboratory equipment, the method provides an accessible alternative to traditional Langendorff systems. A precision syringe pump connected to an in-line heater is used to deliver temperature-controlled, constant-flow perfusion during enzymatic digestion. In contrast to gravity-driven constant-pressure systems, constant-flow perfusion maintains stable enzyme delivery despite changes in coronary resistance that occur during tissue digestion. Use of an inline heater allows precise, rapid temperature-controlled delivery, avoiding the complexity, leak risk, thermal lag, and contamination susceptibility associated with traditional water-jacketed systems. Our setup reduces variability in perfusion rate and minimizes susceptibility to occlusion, flow interruption, or compliance-related artifacts, enhancing reproducibility. The method consistently yields adult ventricular myocytes with high viability (>70% rod-shaped, calcium-tolerant), enabling a broad range of functional analyses including electrophysiology, contractile performance and calcium handling. Step-by-step instructions, troubleshooting guidance, and anticipated outcomes are provided to facilitate adoption in laboratories without dedicated isolated-heart perfusion infrastructure. Key FeaturesO_LISimplified Langendorff-based mouse cardiomyocyte isolation method that eliminates the need for specialized perfusion rigs. C_LIO_LISyringe pump-driven constant-flow perfusion combined with inline temperature control improves reproducibility by ensuring stable enzyme delivery and precise temperature regulation. C_LIO_LIGenerates high-yield, calcium-tolerant adult mouse ventricular myocytes suitable for functional studies. C_LI Graphical Overview O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=190 SRC="FIGDIR/small/718810v1_ufig1.gif" ALT="Figure 1"> View larger version (63K): org.highwire.dtl.DTLVardef@15061cdorg.highwire.dtl.DTLVardef@44fd48org.highwire.dtl.DTLVardef@1509285org.highwire.dtl.DTLVardef@c362a4_HPS_FORMAT_FIGEXP M_FIG Graphical overview of the simplified Langendorff-based mouse cardiac myocyte isolation protocol. C_FIG

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3-Minute Hematoxylin and Oil Red O (H-ORO) Staining Protocol for Frozen Sections of Zebrafish

Kim, C.; Choe, S.-K.; Kim, S.-H.

2026-04-08 pathology 10.64898/2026.04.03.716422 medRxiv
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Optimized histological techniques are crucial for visualizing cellular morphology across zebrafish tissues. Here, we report a rapid and reliable hematoxylin and Oil Red O (H-ORO) staining protocol for frozen sections that can be completed in less than three minutes. Mayers hematoxylin is used for nuclear staining, followed by Oil Red O (ORO) to visualize lipid-rich structures such as the endomysium surrounding myofibers, white matter of the brain, and myelin layers of major axonal tracts. Importantly, our optimized H-ORO protocol preserves tissue integrity and minimizes artifacts such as myofiber shrinkage commonly observed with ethanol-based hematoxylin and eosin (H&E) staining in both frozen and paraffin sections.

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Bacterial efflux pumps excrete SYTO-TM dyes from bacteria and lead to false-negative staining results

Minero, G. A. S.; Larsen, P. B.; Hoppe, M. E.; Meyer, R. L.

2023-09-28 microbiology 10.1101/2023.09.28.560001 medRxiv
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Multidrug efflux pumps excrete a range of small molecules from bacterial cells. In this study, we show that bacterial efflux pumps have affinity for a range of SYTO dyes that are commonly used to label bacteria. Efflux pump activity will there lead to false negative results from bacterial staining and SYTO dyes should be used with caution on live samples. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=94 SRC="FIGDIR/small/560001v1_ufig1.gif" ALT="Figure 1"> View larger version (23K): org.highwire.dtl.DTLVardef@1b8bab4org.highwire.dtl.DTLVardef@e9a84forg.highwire.dtl.DTLVardef@291058org.highwire.dtl.DTLVardef@1f0245d_HPS_FORMAT_FIGEXP M_FIG C_FIG

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Quantitative microinjection of Candida albicans in zebrafish embryos for infection monitoring and survival analysis

Arana, A. J.; Pimentel, C.; SANCHEZ, L.; Lenis-Rojas, O. A.

2025-12-12 microbiology 10.64898/2025.12.12.693906 medRxiv
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This protocol describes a versatile in vivo zebrafish embryo infection model with Candida albicans that enables precise microinjection and monitoring of defined infection readouts to compare experimental conditions (e.g., injection site and incubation temperature). The core workflow consists of quantitative microinjection of DiI-labeled C. albicans into the hindbrain ventricle of 30-48 hpf embryos, incubation at 23 deg C, and daily survival scoring to evaluate condition-dependent mortality. We calibrate the inoculum by hemocytometer counts and by plating the same injection suspension to determine colony-forming units (CFU) per pulse, allowing CFU per embryo to be reported and experiments to be compared across laboratories. Survival is analyzed with Kaplan-Meier curves and, when groups are compared, Cox models. DiI fluorescence verifies successful delivery, excludes mis-injections, and permits semi-quantitative burden comparisons between injection sites and temperatures at 24-48 hpi; beyond [~]48 hpi, signal becomes unreliable due to dye dilution and redistribution. The protocol is designed to be reproducible without transgenic reporters or confocal microscopy and includes practical guidance on randomization, blinding, sample-size planning, and reporting.

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Target deletion or holding on sections after enzyme digestion monitored with attenuation-of-sound images

Miura, K.; Iwashita, T.

2025-03-16 pathology 10.1101/2025.03.14.643196 medRxiv
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Tissues consist of various components and if these can be deleted or reserved, their location and proportion can be detected. Scanning acoustic microscopy (SAM) calculates the attenuation of sound (AOS) through tissue sections to obtain histological images without staining. AOS values are reduced as tissue components break down. Here, we digested specific components in tissues using enzymes and followed the process with AOS imaging over time. In addition, we applied specific dyes and antibodies to inhibit enzyme activity and maintain a specific component in the section. We used specific enzymes to degrade tissues that contain the enzymes substrate, such as collagenase for bone, elastase for skin and arteries, actinase for amyloid-positive cervical arteries and lymph nodes, amylase for the corpora amylacea (CA) of the brain and DNase and haematoxylin for adenocarcinomas. Collagenase digested bone and cartilage to clearly visualise the internal structure. The structural components had characteristic AOS values, which gradually decreased. Elastases break elastic fibres in the skin and arteries differently between young and old individuals. The dermis and tunica media of arteries in the elderly fracture more easily than those of younger individuals. Actinase digested the cervical artery except for amyloid deposits, which were preferentially detected by Congo red staining. Actinase-digested lymphoid cells remained horseradish peroxidase (HRP)-staining positive. Amylase digested some CAs, which became periodic acid-Schiff (PAS) staining negative and diminished in size by electron microscopy observation. Cell nuclei were digested and deleted by DNase except for those stained with HRP. Residual nuclear images of AOS matched those of light microscopy, and haematoxylin staining inhibited DNase digestion of the nucleus. Specific inhibition of enzymes preserved the target cells and materials. SAM observation can monitor the tissue breakdown process, which provides an advantage over light microscopy as no staining is required and exhibits higher sensitivity to detect fragile structures.

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Enriched-GF: A Reproducible High-Yield Autologous Blood-Derived Growth Factor Method for Regenerative Medicine

Bansal, H.; Singhal, M.; Bansal, A.; Khan, I.; Bansal, A.; Khan, S. H.; Leon, J.; al Maini, M.; Fernandez Vina, M.; Reyfman, L.

2026-03-21 biochemistry 10.64898/2026.03.19.712883 medRxiv
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BackgroundPlatelet-derived Growth factors play key roles in tissue repair and regeneration, yet conventional platelet-rich plasma (PRP) formulations release these mediators inconsistently in vivo due to variability in platelet yield and activation dynamics. To overcome this limitation, direct administration of concentrated platelet-derived growth factor preparations has gained interest, though current manufacturing approaches for human platelet lysate (hPL), growth factor concentrates (GFC), and conditioned serum remain constrained by batch variability, incomplete platelet degranulation, and reliance on anticoagulants. Here, we examine alternative platelet activation workflows to establish a standardized, efficient, and reproducible method for high-yield growth factor recovery suitable for translational and clinical applications. MethodsNine GFC production protocols were compared, employing different combinations of freeze-thaw (FT) cycling, glass bead (GB) agitation, calcium (Ca2) activation, and a novel Enriched Growth Factor (Enriched-GF) method. The objective was to identify a protocol capable of maximizing growth factor yield within a three-hour workflow. Optimal Ca2 concentrations and GB conditions were determined from prior optimization studies and integrated into the Enriched-GF processing scheme. Platelet concentrates (n = 10 per protocol) were processed under each condition, and growth factor levels were quantified using ELISA. ResultsGrowth factor yields differed significantly across protocols. The greatest and most consistent increases in growth factor release were observed with the Enriched-GF method combining GB activation, FT cycling, and Ca2 stimulation. This approach resulted in markedly elevated concentrations of key regenerative mediators, including enhanced EGF release, a 4.5-fold increase in PDGF, maximal TGF-{beta} liberation, and a four-fold increase in FGF2 relative to conventional platelet lysate or conditioned serum preparations. These results were reproducible across independent donor pools, demonstrating robustness and batch-to-batch consistency. ConclusionWe describe a rapid and reproducible method for producing highly concentrated platelet-derived growth factors using a combined GB-FT-Ca2 activation strategy. The Enriched-GF protocol consistently outperformed existing platelet lysate, conditioned serum, and conventional GFC preparation methods, yielding a standardized product with enhanced growth factor content. This Enriched-GF approach offers a clinically practicable solution for applications in regenerative medicine requiring reliable and high-yield growth factor delivery. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=111 SRC="FIGDIR/small/712883v1_ufig1.gif" ALT="Figure 1"> View larger version (21K): org.highwire.dtl.DTLVardef@1f059d9org.highwire.dtl.DTLVardef@9aeffforg.highwire.dtl.DTLVardef@27cd1org.highwire.dtl.DTLVardef@150b7d1_HPS_FORMAT_FIGEXP M_FIG C_FIG Schematic overview of platelet concentrate preparation from whole blood and the generation of different platelet lysates and growth factor-enriched serum using freeze-thaw, calcium gluconate, and glass bead activation methods.

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A rapid agarose-free protocol for preparing human organotypic lung cultures to study respiratory virus infection and evaluate antivirals ex vivo

Canus, L.; Jacolin, F.; Vasseur, V.; Cezard, A.; Ogire, E.; Aublin-Gex, A.; Bourgeais, A.; David, C.; Erny, A.; Archer, F.; Legras, A.; Sizaret, D.; Guillon, A.; Lotteau, V.; Vidalain, P.-O.; Si-Tahar, M.; Perrin-Cocon, L.; Mathieu, C.

2026-02-13 pathology 10.64898/2026.02.12.705542 medRxiv
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We describe a standardized and reproducible procedure to generate human organotypic lung cultures from surgical lung resection for the study of respiratory infections. The protocol details tissue harvesting, biopsy punching, mechanical slicing, culture at the air-liquid interface. This technique enables robust ex vivo infections of human lung tissue with respiratory viruses, including Influenza A and Nipah. The described system can be used to study host-pathogen interactions, analyze innate immune responses, and evaluate antiviral candidates in physiologically relevant human lung tissue. For complete details on the use and execution of this protocol, please refer to Cezard et al1.

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Song Torrent: A modular, open-source 96-chamber audio and video recording apparatus with optogenetic activation and inactivation capabilities for Drosophila

Sawtelle, S.; Narayan, L.; Ding, Y.; Kim, E.; Berhman, E. L.; Lillvis, J. L.; Kawase, T.; Stern, D. L.

2024-01-10 animal behavior and cognition 10.1101/2024.01.09.574712 medRxiv
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BackgroundO_LIMany Drosophila species use acoustic communication during courtship and studies of these communication systems have provided insight into neurobiology, behavioral ecology, ethology, and evolution. C_LIO_LIRecording Drosophila courtship sounds and associated behavior is challenging, especially at high throughput, and previously designed devices are relatively expensive and complex to assemble. C_LI ResultsO_LIWe present construction plans for a modular system utilizing mostly off-the-shelf, relatively inexpensive components that provides simultaneous high-resolution audio and video recording of 96 isolated or paired Drosophila individuals. C_LIO_LIWe provide open-source control software to record audio and video. C_LIO_LIWe designed high intensity LED arrays that can be used to perform optogenetic activation and inactivation of labelled neurons. C_LIO_LIThe basic design can be modified to facilitate novel study designs or to record insects larger than Drosophila. C_LIO_LIFewer than 96 microphones can be used in the system if the full array is not required or to reduce costs. C_LI ImplicationsO_LIOur hardware design and software provide an improved platform for reliable and comparatively inexpensive high-throughput recording of Drosophila courtship acoustic and visual behavior and perhaps for recording acoustic signals of other small animals. C_LI

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Laboratory horror stories: Poison in the agars

Davidson, M. K.; Protacio, R. U.; Helmlinger, D.; Wahls, W. P.

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The fission yeast Schizosaccharomyces pombe is a single-celled eukaryote that can be cultured as a haploid or as a diploid. Scientists employ mating, meiosis, and the plating of ascospores and cells to generate strains with novel genotypes and to discover biological processes. Our two laboratories encountered independently sudden-onset, major impediments to such research. Spore suspensions and vegetative cells no longer plated effectively on minimal media. By systematically analyzing multiple different media components from multiple different suppliers, we identified the source of the problem. Specific lots of agar, from different suppliers, were toxic. Interestingly, the inhibitory effect was attenuated on rich media. Consequently, quality control checks that use only rich media can provide false assurances on the quality of the agar. Lastly, we describe likely sources of the toxicity and we provide specific guidance for quality control measures that should be applied by all vendors as preconditions for their sale of agar. Graphical Abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=116 SRC="FIGDIR/small/597796v1_ufig1.gif" ALT="Figure 1"> View larger version (40K): org.highwire.dtl.DTLVardef@41d7c1org.highwire.dtl.DTLVardef@bbec24org.highwire.dtl.DTLVardef@18c6f76org.highwire.dtl.DTLVardef@e9b707_HPS_FORMAT_FIGEXP M_FIG C_FIG Take-awayO_LISporadically, batches of agar from different suppliers strongly inhibit the plating efficiency of S. pombe spores and vegetative cells on minimal media. C_LIO_LIQuality control checks that are not quantitative or that use only rich media can provide false assurances on the quality of the agar. C_LIO_LIVendors should conduct rigorous, thorough, organism-specific tests for potential toxicity of each lot of agar as a pre-condition for its sale. C_LI

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A bone fragment-based protocol for molecular analysis of osteocyte-associated transcripts in human bone specimens

Nishizawa, C.; Seki, S.; Isomura, E. T.; Namikawa, M.; Harada, K.; Yokota, Y.; Aikawa, T.; Michigami, T.; Miyagawa, K.

2026-05-23 cell biology 10.64898/2026.05.20.726438 medRxiv
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Osteocytes play a central role in bone remodeling, mineral metabolism, and skeletal homeostasis, but direct molecular analysis of human osteocytes remains technically challenging because they are embedded within the mineralized bone matrix. Surgically obtained human bone specimens provide valuable material for studying human bone biology; however, surface-associated cells, marrow-derived cells, and adherent soft tissues can confound downstream transcript analysis. Here, we describe a bone fragment-based protocol for preparing surgically obtained human bone specimens for molecular analysis of osteocyte-associated transcripts. The protocol consists of mechanical trimming, mincing into small bone fragments, repeated washing, and five sequential rounds of collagenase digestion to reduce non-osteocytic cellular components associated with the bone surface and marrow spaces. The remaining mineralized bone fragments are then frozen in liquid nitrogen, cryogenically pulverized, and lysed in TRIzol reagent for total RNA extraction. Histological validation using residual maxillary bone specimens showed that sequential collagenase digestion markedly reduced adherent soft tissue and extra-matrix nuclei while preserving osteocyte lacunar occupancy. This protocol provides a practical workflow for bone fragment-based RNA analysis focused on osteocyte-associated transcripts in human bone specimens. Specifications table O_TBL View this table: org.highwire.dtl.DTLVardef@1cec618org.highwire.dtl.DTLVardef@2f746forg.highwire.dtl.DTLVardef@1854247org.highwire.dtl.DTLVardef@1c26c1aorg.highwire.dtl.DTLVardef@1473a88_HPS_FORMAT_FIGEXP M_TBL C_TBL

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Noninvasive Sleep Scoring in Mice using Electric Field Sensors

Kloefkorn, H.; Aiani, L. M.; Lakhani, A.; Nagesh, S.; Moss, A.; Goolsby, W.; Rehg, J.; Pedersen, N. P.; Hochman, S.

2019-10-07 neuroscience 10.1101/794552 medRxiv
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BackgroundRodent sleep scoring in principally reliant on electroencephalogram (EEG) and electromyogram (EMG), but this approach is invasive, can be expensive, and requires expertise and specialized equipment. Affordable, simple to use, and noninvasive ways to accurately quantify rodent sleep are needed.\n\nNew methodWe developed and validated a new method for sleep-wake staging in mice using cost-effective, noninvasive electric field (EF) sensors that detect respiration and other movements. We validated recordings from EF sensors attached to the exterior of specialty chambers used to continuously capture sleep with EEG/EMG, then compared this to EF sensors attached to vivarium home-cages.\n\nResultsEF sensors quantified 3-state sleep architecture (wake, rapid eye movement - REM - sleep, and non-REM sleep) with high agreement (>93%) and comparable inter- and intra-scorer error as expert EEG/EMG scoring. Novices given an instruction document with examples were able to score sleep comparable to expert scorers (>91% agreement). Additionally, EF sensors were able to quantify 3-state sleep scoring in traditional mouse home cages.\n\nComparison with existing methodMost noninvasive sleep assessment technology requires animal contact, altered cage environments, and/or can only discern 2 states of arousal (wake or asleep). The EF sensors are able to discriminate REM from non-REM sleep accurately and from outside the animals home cage.\n\nConclusionsEF sensors provide a simple and reliable method to accurately score 3-state sleep architecture; (i) from outside the typical home cage, (ii) where noninvasive approaches are preferred, or (iii) which EEG/EMG is not possible.\n\nGraphical Abstract\n\nO_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=110 SRC=\"FIGDIR/small/794552v1_ufig1.gif\" ALT=\"Figure 1\">\nView larger version (43K):\norg.highwire.dtl.DTLVardef@1b36cf3org.highwire.dtl.DTLVardef@b5fdc9org.highwire.dtl.DTLVardef@28a6dforg.highwire.dtl.DTLVardef@e39a5a_HPS_FORMAT_FIGEXP M_FIG C_FIG

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Establishing immortalized brown and white preadipocyte cell lines from young and aged mice

Wu, X.; Elsaid, S.; Levet, F.; Li, W.; Tee, S. S.

2024-10-11 cell biology 10.1101/2024.10.10.617572 medRxiv
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Studying adipogenesis and adipocyte biology requires the isolation of primary preadipocytes from adipose tissues. However, primary preadipocytes have a limited lifespan, can only undergo a finite number of divisions, and often lose their original biological characteristics before becoming senescent. The repeated isolation of fresh preadipocytes, particularly from young pups or aged animals, is costly and time-consuming. Immortalization of these cells offers a solution by overcoming cellular senescence and maintaining proliferative capacity, allowing for long-term studies without the continuous need to isolate new cells from animals. Immortalized cell lines thus provide a consistent and reproducible experimental model, significantly reducing variability across different animals. However, successfully establishing immortalized preadipocyte cell lines presents challenges, including selecting appropriate adipose tissue depots, isolating primary preadipocytes, and choosing an effective immortalization strategy. In this study, we present optimized protocols and share first-hand experiences establishing immortalized brown and white preadipocyte cell lines from young and aging mice. These protocols offer a valuable resource for researchers studying adipogenesis, metabolism, and adipocyte biology. Support Protocol 1: Retrovirus production Basic Protocol 1: Isolation and culture of primary brown and white preadipocytes from mouse interscapular brown adipose tissue (iBAT) and subcutaneous white adipose tissue (sWAT) in the same region Basic Protocol 2: Immortalization of mouse brown and white preadipocytes Basic Protocol 3: Selection of immortalized preadipocytes Basic Protocol 4: Selection of single-cell clones of immortalized preadipocytes Support Protocol 2: Cryopreservation of immortalized preadipocytes Support Protocol 3: Wake up and culture of immortalized preadipocytes Support Protocol 4: Subculture and expansion of immortalized preadipocytes Basic Protocol 5: Differentiation of immortalized mouse brown and white preadipocytes Support Protocol 5: Lipid droplet staining and nucleus counterstaining Support Protocol 6: Mitochondria staining and nucleus counterstaining

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NIRis: A low-cost, versatile imaging system for NIR fluorescence detection of phototrophic cell colonies used in science and education

Franz, O.; Häkkänen, H.; Kovanen, S.; Heikkilä-Huhta, K.; Nissinen, R.; Ihalainen, J. A.

2023-06-02 microbiology 10.1101/2023.05.31.543100 medRxiv
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A variety of costly research-grade imaging devices are available for the detection of spectroscopic features. Here we present an affordable, open-source and versatile device, suitable for a range of applications. We provide the files to print the imaging chamber with commonly available 3D printers and instructions to assemble it with easily available hardware. The imager is suitable for rapid sample screening in research, as well as for educational purposes. We provide details and results for an already proven set-up which suits the needs of a research group and students interested in UV-induced near-infrared fluorescence detection of microbial colonies grown on Petri dishes. The fluorescence signal confirms the presence of bacteriochlorophyll a in aerobic anoxygenic phototrophic bacteria (AAPB). The imager allows for the rapid detection and subsequent isolation of AAPB colonies on Petri dishes with diverse environmental samples. To this date, 15 devices have been build and more than 7000 Petri dishes have been analyzed for AAPB, leading to over 1000 new AAPB isolates. Parts can be modified depending on needs and budget. The latest version with automated switches and double band pass filters costs around 350{euro} in materials and resolves bacterial colonies with diameters of 0.5 mm and larger. The low cost and modular build allow for the integration in high school classes to educate students on light properties, fluorescence and microbiology. Computer-aided design of 3D-printed parts and programming of the employed Raspberry Pi computer could be incorporated in computer sciences classes. Students have been also inspired to do agar art with microbes. The device is currently used in seven different high schools in Finland. Additionally, a science education network of Finnish universities has incorporated it in its program for high school students. Video guides have been produced to facilitate easy operation and accessibility of the device. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=62 SRC="FIGDIR/small/543100v2_ufig1.gif" ALT="Figure 1"> View larger version (29K): org.highwire.dtl.DTLVardef@6dfcb7org.highwire.dtl.DTLVardef@ea7fbcorg.highwire.dtl.DTLVardef@1681e78org.highwire.dtl.DTLVardef@a88d51_HPS_FORMAT_FIGEXP M_FIG C_FIG

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Using machine learning to automate the analysis of an olfactory habituation-dishabituation task in mice

Boyanova, S.; Correa, M. H.; Bains, R. S.; Wiseman, F. K.

2026-02-25 animal behavior and cognition 10.64898/2026.02.24.706573 medRxiv
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IntroductionImproving the efficiency and accuracy of annotation and extraction of performance data from mouse behavioural tasks will improve both the throughput and scientific value of preclinical research. MethodsHere, we present and validate an automated pipeline for the annotation and quantification of performance in a mouse olfactory habituation-dishabituation task, using a single side-view camera, resulting in occluded body parts. We created a pipeline for task analysis, combining DeepLabCut, for pose-estimation, and SimBA, for behavioural classification to automatically quantify odour interaction (sniffing time) in a three-odour (water, familiar mouse social odour, novel mouse social odour) variant of the task. We used a subset of previously published, fully manually annotated datasets to train the models and unseen videos from the same study to validate the utility of our machine learning pipeline. Results and conclusionOur analysis pipeline estimated behavioural performance in the task with high accuracy, and the data produces similar technical and biological results to manual methods when analysed by linear mixed modelling. Thus, we validated the utility of our new pipeline for the automated scoring of this mouse sensory task.

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ShearFAST: a user-friendly in vitro toolset for high throughput, inexpensive fluid shear stress experiments.

Smith, T. B.; De Nunzio, A. M.; Patel, K.; Munford, H.; Alam, T.; Powell, O.; Heneghan, N.; Ready, A.; Nath, J.; Ludwig, C.

2020-02-02 cell biology 10.1101/2020.01.31.929513 medRxiv
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Fluid shear stress is a key modulator of cellular physiology in vitro and in vivo, but its effects are under-investigated due to requirements for complicated induction methods. Herein we report the validation of ShearFAST; a smartphone application that measures the rocking profile on a standard laboratory cell rocker and calculates the resulting shear stress arising in tissue culture plates. ShearFAST measured rocking profiles were validated against a graphical analysis and also against measures reported by an 8-camera motion tracking system. ShearFAST angle assessments correlated well with both analyses (r [≥]0.99, p [≤]0.001) with no significant differences in pitch detected across the range of rocking angles tested. Rocking frequency assessment by ShearFAST also correlated well when compared to the two independent validatory techniques (r [≥]0.99, p [≤]0.0001), with excellent reproducibility between ShearFAST and video analysis (mean frequency measurement difference of 0.006 {+/-} 0.005Hz) and motion capture analysis (mean frequency measurement difference of 0.008 {+/-} 0.012Hz) These data make the ShearFAST assisted cell rocker model make it an attractive approach for economical, high throughput fluid shear stress experiments. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=109 SRC="FIGDIR/small/929513v3_ufig1.gif" ALT="Figure 1"> View larger version (18K): org.highwire.dtl.DTLVardef@1d8c1eborg.highwire.dtl.DTLVardef@1a346eborg.highwire.dtl.DTLVardef@8503a8org.highwire.dtl.DTLVardef@b31a3f_HPS_FORMAT_FIGEXP M_FIG C_FIG

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Nuclei Isolation Protocol for Single-Nucleus RNA Sequencing of Human Stem Cell-Derived Grafts

Sozzi, E.; Storm, P.; Fiorenzano, A.

2025-08-31 cell biology 10.1101/2025.08.27.672369 medRxiv
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Single-nucleus RNA sequencing enables high-resolution transcriptomic profiling of brain tissue, facilitating detailed analysis of cell identity in models of neurodegeneration and repair. Here, we describe a protocol for isolating nuclei from long-term human stem cell-derived grafts in the rat brain, incorporating vibratome sectioning, graft dissection, nuclear extraction, and fluorescence-activated sorting. This workflow supports analysis of human neurons embedded within host tissue or sensitive to dissociation, offering a powerful approach to assess graft composition, integration, and neuronal identity in living brain. For complete details on the use and execution of this protocol, please refer to Fiorenzano et al.1 Subject areasSingle nucleus RNA sequencing, stem cell biology, neuroscience, transplantation, cell replacement therapy Graphical abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=61 SRC="FIGDIR/small/672369v1_ufig1.gif" ALT="Figure 1"> View larger version (18K): org.highwire.dtl.DTLVardef@1ac3b90org.highwire.dtl.DTLVardef@7aab65org.highwire.dtl.DTLVardef@18a8fd4org.highwire.dtl.DTLVardef@1e8bfae_HPS_FORMAT_FIGEXP M_FIG C_FIG HighlightsO_LIStep-by-step vibratome sectioning of xenografted rat brain tissue. C_LIO_LIPrecise dissection of human stem cell-derived grafts from host brain sections. C_LIO_LIExtraction of intact nuclei from fragile, grafted neurons. C_LIO_LIIsolation of single nuclei via fluorescence-activated nuclei sorting (FANS) for snRNA-seq sample preparation. C_LI

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Early Inhibition of Retinoic Acid Signaling Rapidly Generates Cardiomyocytes Expressing Ventricular Markers from Human Induced Pluripotent Stem Cells

Machiraju, P.; Huang, J.; Iqbal, F.; Liu, Y.; Wang, X.; Bousman, C.; Greenway, S. C.

2019-11-26 cell biology 10.1101/856575 medRxiv
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SUMMARYCurrent protocols for the differentiation of cardiomyocytes from human induced pluripotent stem cells (iPSCs) generally require prolonged time in culture and result in heterogeneous cellular populations. We present a method for the generation of beating cardiomyocytes expressing specific ventricular markers after just 14 days. Addition of the pan-retinoic acid receptor inverse agonist BMS 493 to human iPSCs for the first 8 days of differentiation resulted in increased protein expression of the ventricular isoform of myosin regulatory light chain (MLC2V) from 18.7% {+/-} 1.72% to 55.8% {+/-} 11.4% (p <0.0001) in cells co-expressing the cardiac muscle protein troponin T (TNNT2). Increased MLC2V expression was also accompanied by a slower beating rate (49.4 {+/-} 1.53 vs. 93.0 {+/-} 2.81 beats per minute, p <0.0001) and increased contraction amplitude (201% {+/-} 8.33% vs. 100% {+/-} 10.85%, p <0.0001) compared to untreated cells. Improved directed differentiation will improve in vitro cardiac modeling.

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A spatially localised cryoinjury model to study liver regeneration in zebrafish

Sande Melon, M.; Logan, B. K.; Cox, A. G.; Gonzalez-Rosa, J. M.

2025-10-07 cell biology 10.1101/2025.10.02.680167 medRxiv
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This Protocol Extension describes adapting an existing cryoinjury protocol to study heart regeneration in zebrafish1. We recently characterized a novel hepatic cryoinjury model that induces localized necrosis, inflammation, and fibrosis, which resolves as the liver regenerates. Here, we present a detailed description of the hepatic cryoinjury procedure. One of the key advantages of this model is that it allows direct comparison of healthy and injured liver parenchyma within individual animals. Our hepatic cryoinjury model provides a rapid and reproducible platform to investigate the molecular and cellular mechanisms underlying fibrosis and liver regeneration. This Protocol Extension aims to extend the reach of the cryoinjury approach for deployment in studying liver regeneration.

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Single molecule studies of the native hair cell mechanosensory transduction complex

Clark, S.; Mitra, J.; Elferich, J.; Goehring, A.; Ge, J.; Ha, T.; Gouaux, E.

2023-12-12 biochemistry 10.1101/2023.12.11.571162 medRxiv
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Hearing and balance rely on the conversion of a mechanical stimulus into an electrical signal, a process known as mechanosensory transduction (MT). In vertebrates, this process is accomplished by an MT complex that is located in hair cells of the inner ear. While the past three decades of research have identified many subunits that are important for MT and revealed interactions between these subunits, the composition and organization of a functional complex remains unknown. The major challenge associated with studying the MT complex is its extremely low abundance in hair cells; current estimates of MT complex quantity range from 3-60 attomoles per cochlea or utricle, well below the detection limit of most biochemical assays that are used to characterize macromolecular complexes. Here we describe the optimization of two single molecule assays, single molecule pull-down (SiMPull) and single molecule array (SiMoA), to study the composition and quantity of native mouse MT complexes. We demonstrate that these assays are capable of detecting and quantifying low attomoles of the native MT subunits protocadherin-15 (PCDH15) and lipoma HMGIC fusion partner-like protein 5 (LHFPL5). Our results illuminate the stoichiometry of PCDH15- and LHFPL5-containing complexes and establish SiMPull and SiMoA as productive methods for probing the abundance, composition, and arrangement of subunits in the native MT complex. Impact StatementIn the present work, the authors develop and employ single molecule methods to detect, characterize, and quantitate attomole quantities of the hair cell mechanosensory transduction complex.

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A robust method for performing 1H-NMR lipidomics in embryonic zebrafish

Morgan, R. S.; Walmsley, G. L.; Peffers, M. J.; Barrett-Jolley, R.; Phelan, M. M.

2021-05-26 biochemistry 10.1101/2021.05.26.445770 medRxiv
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The embryonic zebrafish is an ideal system for lipid analyses with relevance to many areas of bioscience research, including biomarkers and therapeutics. Research in this area has been hampered by difficulties in extracting, identifying and quantifying lipids. We employed 1H-NMR at 700MHz to profile lipids in developing zebrafish embryos. The optimal method for lipidomics in embryonic zebrafish incorporated rapid lipid extraction using chloroform and an environment without oxygen depletion. Pools of 10 embryos gave the most acceptable signal-to-noise ratio, and the inclusion of chorions in the sample had no significant effect on lipid abundances. Embryos, bisected into cranial (head and yolk sac) and caudal (tail) regions, were compared by principal component analysis and analysis of variance. The lipid spectra (including lipid annotation) are available in the public repository MetaboLights (MTBLS2396).