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1.
Histochem Cell Biol ; 160(3): 223-251, 2023 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-37428210

RESUMEN

A growing community is constructing a next-generation file format (NGFF) for bioimaging to overcome problems of scalability and heterogeneity. Organized by the Open Microscopy Environment (OME), individuals and institutes across diverse modalities facing these problems have designed a format specification process (OME-NGFF) to address these needs. This paper brings together a wide range of those community members to describe the cloud-optimized format itself-OME-Zarr-along with tools and data resources available today to increase FAIR access and remove barriers in the scientific process. The current momentum offers an opportunity to unify a key component of the bioimaging domain-the file format that underlies so many personal, institutional, and global data management and analysis tasks.


Asunto(s)
Microscopía , Programas Informáticos , Humanos , Apoyo Comunitario
2.
J Microsc ; 2023 Sep 10.
Artículo en Inglés | MEDLINE | ID: mdl-37690102

RESUMEN

CellProfiler is a widely used software for creating reproducible, reusable image analysis workflows without needing to code. In addition to the >90 modules that make up the main CellProfiler program, CellProfiler has a plugins system that allows for the creation of new modules which integrate with other Python tools or tools that are packaged in software containers. The CellProfiler-plugins repository contains a number of these CellProfiler modules, especially modules that are experimental and/or dependency-heavy. Here, we present an upgraded CellProfiler-plugins repository, an example of accessing containerised tools, improved documentation and added citation/reference tools to facilitate the use and contribution of the community.

3.
Bioinformatics ; 37(21): 3992-3994, 2021 11 05.
Artículo en Inglés | MEDLINE | ID: mdl-34478488

RESUMEN

SUMMARY: Image-based experiments can yield many thousands of individual measurements describing each object of interest, such as cells in microscopy screens. CellProfiler Analyst is a free, open-source software package designed for the exploration of quantitative image-derived data and the training of machine learning classifiers with an intuitive user interface. We have now released CellProfiler Analyst 3.0, which in addition to enhanced performance adds support for neural network classifiers, identifying rare object subsets, and direct transfer of objects of interest from visualization tools into the Classifier tool for use as training data. This release also increases interoperability with the recently released CellProfiler 4, making it easier for users to detect and measure particular classes of objects in their analyses. AVAILABILITY: CellProfiler Analyst binaries for Windows and MacOS are freely available for download at https://cellprofileranalyst.org/. Source code is implemented in Python 3 and is available at https://github.com/CellProfiler/CellProfiler-Analyst/. A sample dataset is available at https://cellprofileranalyst.org/examples, based on images freely available from the Broad Bioimage Benchmark Collection.


Asunto(s)
Aprendizaje Automático , Programas Informáticos , Microscopía/métodos , Procesamiento de Imagen Asistido por Computador/métodos , Redes Neurales de la Computación
4.
PLoS Pathog ; 16(2): e1008240, 2020 02.
Artículo en Inglés | MEDLINE | ID: mdl-32106253

RESUMEN

Cryptococcus neoformans is an opportunistic human pathogen, which causes serious disease in immunocompromised hosts. Infection with this pathogen is particularly relevant in HIV+ patients, where it leads to around 200,000 deaths per annum. A key feature of cryptococcal pathogenesis is the ability of the fungus to survive and replicate within the phagosome of macrophages, as well as its ability to be expelled from host cells via a novel non-lytic mechanism known as vomocytosis. Here we show that cryptococcal vomocytosis from macrophages is strongly enhanced by viral coinfection, without altering phagocytosis or intracellular proliferation of the fungus. This effect occurs with distinct, unrelated human viral pathogens and is recapitulated when macrophages are stimulated with the anti-viral cytokines interferon alpha or beta (IFNα or IFNß). Importantly, the effect is abrogated when type-I interferon signalling is blocked, thus underscoring the importance of type-I interferons in this phenomenon. Lastly, our data help resolve previous, contradictory animal studies on the impact of type I interferons on cryptococcal pathogenesis and suggest that secondary viral stimuli may alter patterns of cryptococcal dissemination in the host.


Asunto(s)
Coinfección , Criptococosis , Cryptococcus neoformans , Infecciones por VIH , VIH-1 , Macrófagos , Coinfección/inmunología , Coinfección/microbiología , Coinfección/patología , Coinfección/virología , Criptococosis/inmunología , Criptococosis/microbiología , Criptococosis/patología , Criptococosis/virología , Cryptococcus neoformans/inmunología , Cryptococcus neoformans/patogenicidad , Células HEK293 , Infecciones por VIH/inmunología , Infecciones por VIH/microbiología , Infecciones por VIH/patología , Infecciones por VIH/virología , VIH-1/inmunología , VIH-1/patogenicidad , Humanos , Interferón-alfa/inmunología , Interferón beta/inmunología , Macrófagos/inmunología , Macrófagos/patología , Macrófagos/virología , Transducción de Señal/inmunología
5.
BMC Bioinformatics ; 22(1): 433, 2021 Sep 10.
Artículo en Inglés | MEDLINE | ID: mdl-34507520

RESUMEN

BACKGROUND: Imaging data contains a substantial amount of information which can be difficult to evaluate by eye. With the expansion of high throughput microscopy methodologies producing increasingly large datasets, automated and objective analysis of the resulting images is essential to effectively extract biological information from this data. CellProfiler is a free, open source image analysis program which enables researchers to generate modular pipelines with which to process microscopy images into interpretable measurements. RESULTS: Herein we describe CellProfiler 4, a new version of this software with expanded functionality. Based on user feedback, we have made several user interface refinements to improve the usability of the software. We introduced new modules to expand the capabilities of the software. We also evaluated performance and made targeted optimizations to reduce the time and cost associated with running common large-scale analysis pipelines. CONCLUSIONS: CellProfiler 4 provides significantly improved performance in complex workflows compared to previous versions. This release will ensure that researchers will have continued access to CellProfiler's powerful computational tools in the coming years.


Asunto(s)
Procesamiento de Imagen Asistido por Computador , Programas Informáticos , Microscopía , Flujo de Trabajo
6.
Neurobiol Dis ; 146: 105123, 2020 12.
Artículo en Inglés | MEDLINE | ID: mdl-33011333

RESUMEN

Secondary axonal loss contributes to the persistent functional disability following trauma. Consequently, preserving axons following spinal cord injury (SCI) is a major therapeutic goal to improve neurological outcome; however, the complex molecular mechanisms that mediate secondary axonal degeneration remain unclear. We previously showed that IP3R-mediated Ca2+ release contributes to axonal dieback and axonal loss following an ex vivo laser-induced SCI. Nevertheless, targeting IP3R in a clinically relevant in vivo model of SCI and determining its contribution to secondary axonal degeneration has yet to be explored. Here we used intravital two-photon excitation microscopy to assess the role of IP3R in secondary axonal degeneration in real-time after a contusive-SCI in vivo. To visualize Ca2+ changes specifically in spinal axons over time, adult 6-8 week-old triple transgenic Avil-Cre:Ai9:Ai95 (sensory neuron-specific expression of tdTomato and the genetic calcium indicator GCaMP6f) mice were subjected to a mild (30 kdyn) T12 contusive-SCI and received delayed treatment with the IP3R blocker 2-APB (100 µM, intrathecal delivery at 3, and 24 h following injury) or vehicle control. To determine the IP3R subtype involved, we knocked-down IP3R3 using capped phosphodiester oligonucleotides. Delayed treatment with 2-APB significantly reduced axonal spheroids, increased axonal survival, and reduced intra-axonal Ca2+ accumulation within dorsal column axons at 24 h following SCI in vivo. Additionally, knockdown of IP3R3 yielded increased axon survival 24 h post-SCI. These results suggest that IP3R-mediated Ca2+ release contributes to secondary axonal degeneration in vivo following SCI.


Asunto(s)
Axones/efectos de los fármacos , Axones/patología , Degeneración Nerviosa/patología , Fármacos Neuroprotectores/farmacología , Traumatismos de la Médula Espinal/tratamiento farmacológico , Adenosilhomocisteinasa/efectos de los fármacos , Adenosilhomocisteinasa/metabolismo , Animales , Modelos Animales de Enfermedad , Ratones Transgénicos , Degeneración Nerviosa/genética , Degeneración Nerviosa/metabolismo , Células Receptoras Sensoriales/efectos de los fármacos , Médula Espinal/patología , Traumatismos de la Médula Espinal/patología
7.
Neurobiol Dis ; 136: 104718, 2020 03.
Artículo en Inglés | MEDLINE | ID: mdl-31846736

RESUMEN

Axonal degeneration plays a key role in the pathogenesis of numerous neurological disorders including spinal cord injury. After the irreversible destruction of the white matter elements during the primary (mechanical) injury, spared axons and their supporting glial cells begin to breakdown causing an expansion of the lesion site. Here we mechanistically link external sources of calcium entry through axoplasmic reticulum calcium store depletion that contributes to secondary axonal degeneration through a process called store-operated calcium entry. There is increasing evidence suggesting that store-operated calcium entry impairment is responsible for numerous disorders. Nevertheless, its role following spinal cord injury remains poorly understood. We hypothesize that store-operated calcium entry mediates secondary white matter degeneration after spinal cord injury. We used our previously published model of laser-induced spinal cord injury to focally transect mid cervical dorsal column axons from live 6-8-week-old heterozygous CNPaseGFP/+: Thy1YFP+ double transgenic murine spinal cord preparations (five treated, eight controls) and documented the dynamic changes in axons over time using two-photon excitation microscopy. We report that 1 hour delayed treatment with YM-58483, a potent inhibitor of store-operated calcium entry, significantly decreased intra-axonal calcium accumulation, axonal dieback both proximal and distal to the lesion site, reduced secondary axonal "bystander" damage acutely after injury, and promoted greater oligodendrocyte survival compared to controls. We also targeted store-operated calcium entry following a clinically relevant contusion spinal cord injury model in vivo. Adult, 6-8-week-old Advillin-Cre: Ai9 mice were subjected to a mild 30 kdyn contusion and imaged to observe secondary axonal degeneration in live animals. We found that delayed treatment with YM-58483 increased axonal survival and reduced axonal spheroid formation compared to controls (n = 5 mice per group). These findings suggest that blocking store-operated calcium entry acutely is neuroprotective and introduces a novel target to prevent pathological calcium entry following spinal cord injury using a clinically relevant model.


Asunto(s)
Anilidas/farmacología , Proteínas de Unión al Calcio/antagonistas & inhibidores , Proteínas de Unión al Calcio/metabolismo , Proteínas de la Membrana/antagonistas & inhibidores , Proteínas de la Membrana/metabolismo , Degeneración Nerviosa/metabolismo , Traumatismos de la Médula Espinal/metabolismo , Tiadiazoles/farmacología , Sustancia Blanca/metabolismo , Anilidas/uso terapéutico , Animales , Femenino , Masculino , Ratones , Ratones Endogámicos C57BL , Ratones Transgénicos , Degeneración Nerviosa/tratamiento farmacológico , Degeneración Nerviosa/patología , Técnicas de Cultivo de Órganos , Médula Espinal/efectos de los fármacos , Médula Espinal/metabolismo , Médula Espinal/patología , Traumatismos de la Médula Espinal/tratamiento farmacológico , Traumatismos de la Médula Espinal/patología , Tiadiazoles/uso terapéutico , Sustancia Blanca/efectos de los fármacos , Sustancia Blanca/patología
8.
Glob Chang Biol ; 26(4): 2181-2202, 2020 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-32077217

RESUMEN

The deep sea plays a critical role in global climate regulation through uptake and storage of heat and carbon dioxide. However, this regulating service causes warming, acidification and deoxygenation of deep waters, leading to decreased food availability at the seafloor. These changes and their projections are likely to affect productivity, biodiversity and distributions of deep-sea fauna, thereby compromising key ecosystem services. Understanding how climate change can lead to shifts in deep-sea species distributions is critically important in developing management measures. We used environmental niche modelling along with the best available species occurrence data and environmental parameters to model habitat suitability for key cold-water coral and commercially important deep-sea fish species under present-day (1951-2000) environmental conditions and to project changes under severe, high emissions future (2081-2100) climate projections (RCP8.5 scenario) for the North Atlantic Ocean. Our models projected a decrease of 28%-100% in suitable habitat for cold-water corals and a shift in suitable habitat for deep-sea fishes of 2.0°-9.9° towards higher latitudes. The largest reductions in suitable habitat were projected for the scleractinian coral Lophelia pertusa and the octocoral Paragorgia arborea, with declines of at least 79% and 99% respectively. We projected the expansion of suitable habitat by 2100 only for the fishes Helicolenus dactylopterus and Sebastes mentella (20%-30%), mostly through northern latitudinal range expansion. Our results projected limited climate refugia locations in the North Atlantic by 2100 for scleractinian corals (30%-42% of present-day suitable habitat), even smaller refugia locations for the octocorals Acanella arbuscula and Acanthogorgia armata (6%-14%), and almost no refugia for P. arborea. Our results emphasize the need to understand how anticipated climate change will affect the distribution of deep-sea species including commercially important fishes and foundation species, and highlight the importance of identifying and preserving climate refugia for a range of area-based planning and management tools.

9.
Neurobiol Dis ; 106: 235-243, 2017 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-28709993

RESUMEN

Severed CNS axons often retract or dieback away from the injury site and fail to regenerate. The precise mechanisms underlying acute axonal dieback and secondary axonal degeneration remain poorly understood. Here we investigate the role of Ca2+ store mediated intra-axonal Ca2+ release in acute axonal dieback and secondary axonal degeneration. To differentiate between primary (directly transected) and "bystander" axonal injury (axons spared by the initial injury but then succumb to secondary degeneration) in real-time we use our previously published highly focal laser-induced spinal cord injury (LiSCI) ex vivo model. Ascending spinal cord dorsal column axons that express YFP were severed using an 800 nm laser pulse while being imaged continuously using two-photon excitation microscopy. We inhibited two major intra-axonal Ca2+ store channels, ryanodine receptors (RyR) and IP3R, with ryanodine or 2-APB, respectively, to individually determine their role in axonal dieback and secondary axonal degeneration. Each antagonist was dissolved in artificial CSF and applied 1h post-injury alone or in combination, and continuously perfused for the remainder of the imaging session. Initially following LiSCI, transected axons retracted equal distances both distal and proximal to the lesion. However, by 4h after injury, the distal axonal segments that are destined for Wallerian degeneration had significantly retracted further than their proximal counterparts. We also found that targeting either RyR or IP3R using pharmacological and genetic approaches significantly reduced proximal axonal dieback and "bystander" secondary degeneration of axons compared to vehicle controls at 6h post-injury. Combined treatment effects on secondary axonal degeneration were similar to either drug in isolation. Together, these results suggest that intra-axonal Ca2+ store mediated Ca2+ release through RyR or IP3R contributes to secondary axonal degeneration following SCI.


Asunto(s)
Axones/metabolismo , Calcio/metabolismo , Receptores de Inositol 1,4,5-Trifosfato/metabolismo , Espacio Intracelular/metabolismo , Degeneración Nerviosa/metabolismo , Canal Liberador de Calcio Receptor de Rianodina/metabolismo , Animales , Axones/efectos de los fármacos , Axones/patología , Bloqueadores de los Canales de Calcio/farmacología , Cationes Bivalentes/metabolismo , Técnicas de Silenciamiento del Gen , Receptores de Inositol 1,4,5-Trifosfato/antagonistas & inhibidores , Receptores de Inositol 1,4,5-Trifosfato/genética , Espacio Intracelular/efectos de los fármacos , Rayos Láser , Ratones Transgénicos , Degeneración Nerviosa/patología , Fibras Nerviosas Mielínicas/efectos de los fármacos , Fibras Nerviosas Mielínicas/metabolismo , Fibras Nerviosas Mielínicas/patología , ARN Mensajero/metabolismo , Canal Liberador de Calcio Receptor de Rianodina/genética , Médula Espinal/efectos de los fármacos , Médula Espinal/metabolismo , Médula Espinal/patología , Traumatismos de la Médula Espinal/tratamiento farmacológico , Traumatismos de la Médula Espinal/metabolismo , Traumatismos de la Médula Espinal/patología , Técnicas de Cultivo de Tejidos
10.
Am J Physiol Regul Integr Comp Physiol ; 308(12): R1021-33, 2015 Jun 15.
Artículo en Inglés | MEDLINE | ID: mdl-25855310

RESUMEN

The vagus nerve is composed primarily of nonmyelinated sensory neurons whose cell bodies are located in the nodose ganglion (NG). The vagus has widespread projections that supply most visceral organs, including the bladder. Because of its nonspinal route, the vagus nerve itself is not directly damaged from spinal cord injury (SCI). Because most viscera, including bladder, are dually innervated by spinal and vagal sensory neurons, an impact of SCI on the sensory component of vagal circuitry may contribute to post-SCI visceral pathologies. To determine whether SCI, in male Wistar rats, might impact neurochemical characteristics of NG neurons, immunohistochemical assessments were performed for P2X3 receptor expression, isolectin B4 (IB4) binding, and substance P expression, three known injury-responsive markers in sensory neuronal subpopulations. In addition to examining the overall population of NG neurons, those innervating the urinary bladder also were assessed separately. All three of the molecular markers were represented in the NG from noninjured animals, with the majority of the neurons binding IB4. In the chronically injured rats, there was a significant increase in the number of NG neurons expressing P2X3 and a significant decrease in the number binding IB4 compared with noninjured animals, a finding that held true also for the bladder-innervating population. Overall, these results indicate that vagal afferents, including those innervating the bladder, display neurochemical plasticity post-SCI that may have implications for visceral homeostatic mechanisms and nociceptive signaling.


Asunto(s)
Glicoproteínas/metabolismo , Lectinas/metabolismo , Neuronas Aferentes/metabolismo , Ganglio Nudoso/metabolismo , Receptores Purinérgicos P2X3/metabolismo , Traumatismos de la Médula Espinal/metabolismo , Sustancia P/metabolismo , Vejiga Urinaria/inervación , Animales , Biomarcadores/metabolismo , Modelos Animales de Enfermedad , Inmunohistoquímica , Masculino , Plasticidad Neuronal , Ganglio Nudoso/fisiopatología , Ratas Wistar , Traumatismos de la Médula Espinal/fisiopatología , Versicanos
11.
Ann Neurol ; 75(2): 220-9, 2014 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-24395428

RESUMEN

OBJECTIVE: Transected axons of the central nervous system fail to regenerate and instead die back away from the lesion site, resulting in permanent disability. Although both intrinsic (eg, microtubule instability, calpain activation) and extrinsic (ie, macrophages) processes are implicated in axonal dieback, the underlying mechanisms remain uncertain. Furthermore, the precise mechanisms that cause delayed "bystander" loss of spinal axons, that is, ones that were not directly damaged by the initial insult, but succumbed to secondary degeneration, remain unclear. Our goal was to evaluate the role of intra-axonal Ca(2+) stores in secondary axonal degeneration following spinal cord injury. METHODS: We developed a 2-photon laser-induced spinal cord injury model to follow morphological and Ca(2+) changes in live myelinated spinal axons acutely following injury. RESULTS: Transected axons "died back" within swollen myelin or underwent synchronous pan-fragmentation associated with robust Ca(2+) increases. Spared fibers underwent delayed secondary bystander degeneration. Reducing Ca(2+) release from axonal stores mediated by ryanodine and inositol triphosphate receptors significantly decreased axonal dieback and bystander injury. Conversely, a gain-of-function ryanodine receptor 2 mutant or pharmacological treatments that promote axonal store Ca(2+) release worsened these events. INTERPRETATION: Ca(2+) release from intra-axonal Ca(2+) stores, distributed along the length of the axon, contributes significantly to secondary degeneration of axons. This refocuses our approach to protecting spinal white matter tracts, where emphasis has been placed on limiting Ca(2+) entry from the extracellular space across cell membranes, and emphasizes that modulation of axonal Ca(2+) stores may be a key pharmacotherapeutic goal in spinal cord injury.


Asunto(s)
Axones/ultraestructura , Calcio/metabolismo , Retículo Endoplásmico/metabolismo , Degeneración Nerviosa/etiología , Traumatismos de la Médula Espinal/complicaciones , Traumatismos de la Médula Espinal/patología , Animales , Axones/efectos de los fármacos , Axones/metabolismo , Axones/patología , Proteínas Bacterianas/genética , Proteínas Bacterianas/metabolismo , Compuestos de Boro/uso terapéutico , Cafeína/uso terapéutico , Modelos Animales de Enfermedad , Retículo Endoplásmico/efectos de los fármacos , Inhibidores Enzimáticos/uso terapéutico , Terapia por Láser/efectos adversos , Proteínas Luminiscentes/genética , Proteínas Luminiscentes/metabolismo , Ratones , Ratones Endogámicos C57BL , Ratones Transgénicos , Mutación/genética , Degeneración Nerviosa/tratamiento farmacológico , Antagonistas de Receptores Purinérgicos P1/uso terapéutico , Rianodina/uso terapéutico , Canal Liberador de Calcio Receptor de Rianodina/genética , Tapsigargina/uso terapéutico , Factores de Tiempo
12.
Brain ; 137(Pt 3): 707-23, 2014 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-24369381

RESUMEN

Improving neurological outcome after spinal cord injury is a major clinical challenge because axons, once severed, do not regenerate but 'dieback' from the lesion site. Although microglia, the immunocompetent cells of the brain and spinal cord respond rapidly to spinal cord injury, their role in subsequent injury or repair remains unclear. To assess the role of microglia in spinal cord white matter injury we used time-lapse two-photon and spectral confocal imaging of green fluorescent protein-labelled microglia, yellow fluorescent protein-labelled axons, and Nile Red-labelled myelin of living murine spinal cord and revealed dynamic changes in white matter elements after laser-induced spinal cord injury in real time. Importantly, our model of acute axonal injury closely mimics the axonopathy described in well-characterized clinically relevant models of spinal cord injury including contusive-, compressive- and transection-based models. Time-lapse recordings revealed that microglia were associated with some acute pathophysiological changes in axons and myelin acutely after laser-induced spinal cord injury. These pathophysiological changes included myelin and axonal spheroid formation, spectral shifts in Nile Red emission spectra in axonal endbulbs detected with spectral microscopy, and 'bystander' degeneration of axons that survived the initial injury, but then succumbed to secondary degeneration. Surprisingly, modulation of microglial-mediated release of neurotoxic molecules failed to protect axons and myelin. In contrast, sterile stimulation of microglia with the specific toll-like receptor 2 agonist Pam2CSK4 robustly increased the microglial response to ablation, reduced secondary degeneration of central myelinated fibres, and induced an alternative (mixed M1:M2) microglial activation profile. Conversely, Tlr2 knock out: Thy1 yellow fluorescent protein double transgenic mice experienced greater axonal dieback than littermate controls. Thus, promoting an alternative microglial response through Pam2CSK4 treatment is neuroprotective acutely following laser-induced spinal cord injury. Therefore, anti-inflammatory treatments that target microglial activation may be counterintuitive after spinal cord injury.


Asunto(s)
Axones/patología , Lipopéptidos/farmacología , Microglía/patología , Vaina de Mielina/patología , Fármacos Neuroprotectores/farmacología , Traumatismos de la Médula Espinal/metabolismo , Receptor Toll-Like 2/metabolismo , Animales , Axones/efectos de los fármacos , Axones/ultraestructura , Proteínas Bacterianas , Modelos Animales de Enfermedad , Proteínas Fluorescentes Verdes , Rayos Láser/estadística & datos numéricos , Proteínas Luminiscentes , Ratones , Ratones Endogámicos C57BL , Ratones Noqueados , Microglía/efectos de los fármacos , Microglía/ultraestructura , Microscopía Confocal , Vaina de Mielina/efectos de los fármacos , Vaina de Mielina/ultraestructura , Traumatismos de la Médula Espinal/etiología , Traumatismos de la Médula Espinal/patología , Receptor Toll-Like 2/agonistas
13.
Discov Immunol ; 3(1): kyad030, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38567290

RESUMEN

Influenza virus represents a challenge for traditional vaccine approaches due to its seasonal changes and potential for zoonotic transmission. Nucleic acid vaccines can overcome some of these challenges, especially through the inclusion of multiple antigens to increase the breadth of response. RNA vaccines were an important part of the response to the COVID-19 pandemic, but for future outbreaks DNA vaccines may have some advantages in terms of stability and manufacturing cost that warrant continuing investigation to fully realize their potential. Here, we investigate influenza virus vaccines made using a closed linear DNA platform, Doggybone™ DNA (dbDNA), produced by a rapid and scalable cell-free method. Influenza vaccines have mostly focussed on Haemagglutinin (HA), but the inclusion of Neuraminidase (NA) may provide additional protection. Here, we explored the potential of including NA in a dbDNA vaccine, looking at DNA optimization, mechanism and breadth of protection. We showed that DNA targeting sequences (DTS) improved immune responses against HA but not NA. We explored whether NA vaccine-induced protection against influenza virus infection was cell-mediated, but depletion of CD8 and NK cells made no impact, suggesting it was antibody-mediated. This is reflected in the restriction of protection to homologous strains of influenza virus. Importantly, we saw that including both HA and NA in a single combined vaccine did not dampen the immune response to either one. Overall, we show that linear dbDNA can induce an immune response against NA, which may offer increased protection in instances of HA mismatch where NA remains more conserved.

14.
bioRxiv ; 2024 May 15.
Artículo en Inglés | MEDLINE | ID: mdl-38798545

RESUMEN

We herein describe a postdoctoral training program designed to train biologists with microscopy experience in bioimage analysis. We detail the rationale behind the program, the various components of the training program, and outcomes in terms of works produced and the career effects on past participants. We analyze the results of an anonymous survey distributed to past and present participants, indicating overall high value of all 12 rated aspects of the program, but significant heterogeneity in which aspects were most important to each participant. Finally, we propose this model as a template for other programs which may want to train experts in professional skill sets, and discuss the important considerations when running such a program. We believe that such programs can have extremely positive impact for both the trainees themselves and the broader scientific community.

15.
bioRxiv ; 2024 Jun 04.
Artículo en Inglés | MEDLINE | ID: mdl-38895349

RESUMEN

Deep learning has greatly accelerated research in biological image analysis yet it often requires programming skills and specialized tool installation. Here we present Piximi, a modern, no-programming image analysis tool leveraging deep learning. Implemented as a web application at Piximi.app, Piximi requires no installation and can be accessed by any modern web browser. Its client-only architecture preserves the security of researcher data by running all computation locally. Piximi offers four core modules: a deep learning classifier, an image annotator, measurement modules, and pre-trained deep learning segmentation modules. Piximi is interoperable with existing tools and workflows by supporting import and export of common data and model formats. The intuitive researcher interface and easy access to Piximi allows biological researchers to obtain insights into images within just a few minutes. Piximi aims to bring deep learning-powered image analysis to a broader community by eliminating barriers to entry.

16.
Ann Neurol ; 72(3): 419-32, 2012 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-23034914

RESUMEN

OBJECTIVE: Failure of remyelination is a critical impediment to recovery in multiple sclerosis (MS). Chondroitin sulfate proteoglycans (CSPGs) have been reported to accumulate in MS lesions, and we thus examined the functional roles of CSPGs on oligodendrocyte precursor cells (OPCs), oligodendrocytes, and remyelination. METHODS: We evaluated the expression of CSPGs in lysolecithin-injected mouse spinal cord, an animal model of demyelination and spontaneous remyelination. The functional impact of CSPGs on OPCs and remyelination was investigated using cultured adult murine and human OPCs and by treating demyelinated mice with xyloside to reduce the CSPG deposition that occurred following injury. RESULTS: Early and robust upregulation of CSPGs following lysolecithin-induced demyelination was cleared during remyelination. In culture, CSPGs anchored onto the substratum reduced the adhesion of mouse and human OPCs and their subsequent morphological differentiation into process-bearing oligodendrocytes. Soluble CSPGs added to already adherent OPCs reduced the development of processes, whereas the acquisition of mature myelin proteins was unimpeded. Stripe assays of alternating CSPG and control substrata confirmed the nonpermissive nature of CSPGs for OPC adhesion and morphological differentiation. Enzymatic degradation of CSPGs with chondroitinase ABC was sufficient to overcome CSPG-dependent inhibition of human oligodendrocytes. Finally, in vivo xyloside treatment to reduce CSPG synthesis in lysolecithin-demyelinated mice increased numbers of OPCs and oligodendrocytes in lesions, and culminated in improved remyelination. INTERPRETATION: These results identify CSPGs as a nonpermissive substrate for OPCs and oligodendrocytes, and as a prominent impediment to remyelination. The data suggest the requirement for the neutralization of CSPGs for repair after demyelination.


Asunto(s)
Proteoglicanos Tipo Condroitín Sulfato/metabolismo , Enfermedades Desmielinizantes/metabolismo , Regeneración Nerviosa/fisiología , Regulación hacia Arriba/fisiología , Análisis de Varianza , Animales , Proteínas de Unión al Calcio/metabolismo , Adhesión Celular/efectos de los fármacos , Diferenciación Celular/efectos de los fármacos , Línea Celular Transformada , Condroitina ABC Liasa/farmacología , Proteoglicanos Tipo Condroitín Sulfato/farmacología , Enfermedades Desmielinizantes/inducido químicamente , Enfermedades Desmielinizantes/dietoterapia , Modelos Animales de Enfermedad , Femenino , Proteína Ácida Fibrilar de la Glía/metabolismo , Glicósidos/farmacología , Glicósidos/uso terapéutico , Humanos , Técnicas In Vitro , Indoles , Lisofosfatidilcolinas/toxicidad , Ratones , Proteínas de Microfilamentos/metabolismo , Proteína Básica de Mielina/metabolismo , Proteínas de la Mielina/metabolismo , Factor de Crecimiento Derivado de Plaquetas/metabolismo , Médula Espinal/patología , Células Madre/efectos de los fármacos , Factores de Tiempo , Regulación hacia Arriba/efectos de los fármacos
17.
Neural Regen Res ; 18(4): 756-759, 2023 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-36204832

RESUMEN

Clinical disability following trauma or disease to the spinal cord often involves the loss of vital white matter elements including axons and glia. Although excessive Ca2+ is an established driver of axonal degeneration, therapeutically targeting externally sourced Ca2+ to date has had limited success in both basic and clinical studies. Contributing factors that may underlie this limited success include the complexity of the many potential sources of Ca2+ entry and the discovery that axons also contain substantial amounts of stored Ca2+ that if inappropriately released could contribute to axonal demise. Axonal Ca2+ storage is largely accomplished by the axoplasmic reticulum that is part of a continuous network of the endoplasmic reticulum that provides a major sink and source of intracellular Ca2+ from the tips of dendrites to axonal terminals. This "neuron-within-a-neuron" is positioned to rapidly respond to diverse external and internal stimuli by amplifying cytosolic Ca2+ levels and generating short and long distance regenerative Ca2+ waves through Ca2+ induced Ca2+ release. This review provides a glimpse into the molecular machinery that has been implicated in regulating ryanodine receptor mediated Ca2+ release in axons and how dysregulation and/or overstimulation of these internodal axonal signaling nanocomplexes may directly contribute to Ca2+-dependent axonal demise. Neuronal ryanodine receptors expressed in dendrites, soma, and axonal terminals have been implicated in synaptic transmission and synaptic plasticity, but a physiological role for internodal localized ryanodine receptors remains largely obscure. Plausible physiological roles for internodal ryanodine receptors and such an elaborate internodal binary membrane signaling network in axons will also be discussed.

18.
Cancers (Basel) ; 15(6)2023 Mar 14.
Artículo en Inglés | MEDLINE | ID: mdl-36980636

RESUMEN

PURPOSE: To investigate the segmentation approaches for bone metastases in differentiating benign from malignant bone lesions and characterizing malignant bone lesions. METHOD: The literature search was conducted in Scopus, PubMed, IEEE and MedLine, and Web of Science electronic databases following the guidelines of Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA). A total of 77 original articles, 24 review articles, and 1 comparison paper published between January 2010 and March 2022 were included in the review. RESULTS: The results showed that most studies used neural network-based approaches (58.44%) and CT-based imaging (50.65%) out of 77 original articles. However, the review highlights the lack of a gold standard for tumor boundaries and the need for manual correction of the segmentation output, which largely explains the absence of clinical translation studies. Moreover, only 19 studies (24.67%) specifically mentioned the feasibility of their proposed methods for use in clinical practice. CONCLUSION: Development of tumor segmentation techniques that combine anatomical information and metabolic activities is encouraging despite not having an optimal tumor segmentation method for all applications or can compensate for all the difficulties built into data limitations.

19.
Neural Regen Res ; 18(12): 2720-2726, 2023 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-37449636

RESUMEN

The formation of axonal spheroid is a common feature following spinal cord injury. To further understand the source of Ca2+ that mediates axonal spheroid formation, we used our previously characterized ex vivo mouse spinal cord model that allows precise perturbation of extracellular Ca2+. We performed two-photon excitation imaging of spinal cords isolated from Thy1YFP+ transgenic mice and applied the lipophilic dye, Nile red, to record dynamic changes in dorsal column axons and their myelin sheaths respectively. We selectively released Ca2+ from internal stores using the Ca2+ ionophore ionomycin in the presence or absence of external Ca2+. We reported that ionomycin dose-dependently induces pathological changes in myelin and pronounced axonal spheroid formation in the presence of normal 2 mM Ca2+ artificial cerebrospinal fluid. In contrast, removal of external Ca2+ significantly decreased ionomycin-induced myelin and axonal spheroid formation at 2 hours but not at 1 hour after treatment. Using mice that express a neuron-specific Ca2+ indicator in spinal cord axons, we confirmed that ionomycin induced significant increases in intra-axonal Ca2+, but not in the absence of external Ca2+. Periaxonal swelling and the resultant disruption in the axo-myelinic interface often precedes and is negatively correlated with axonal spheroid formation. Pretreatment with YM58483 (500 nM), a well-established blocker of store-operated Ca2+ entry, significantly decreased myelin injury and axonal spheroid formation. Collectively, these data reveal that ionomycin-induced depletion of internal Ca2+ stores and subsequent external Ca2+ entry through store-operated Ca2+ entry contributes to pathological changes in myelin and axonal spheroid formation, providing new targets to protect central myelinated fibers.

20.
ArXiv ; 2023 Aug 15.
Artículo en Inglés | MEDLINE | ID: mdl-37645041

RESUMEN

CellProfiler is a widely used software for creating reproducible, reusable image analysis workflows without needing to code. In addition to the >90 modules that make up the main CellProfiler program, CellProfiler has a plugins system that allows for the creation of new modules which integrate with other Python tools or tools that are packaged in software containers. The CellProfiler-plugins repository contains a number of these CellProfiler modules, especially modules that are experimental and/or dependency-heavy. Here, we present an upgraded CellProfiler-plugins repository, an example of accessing containerized tools, improved documentation, and added citation/reference tools to facilitate the use and contribution of the community.

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