MIDOG is a challenge organized on the occasion of the MICCAI conference, dedicated to medical image computing and computer-assisted intervention. This bioinformatics competition focused on mitotic figures, which are a key biomarker in tumor grading. The variability of clinical samples makes the detection and classification of mitotic figures difficult for current AI models. The aim of MIDOG 2025 was to address this problem by testing algorithms in atypical conditions.

With their solutions, Thomas Walter’s team won:

  • 2nd place in Task 1 focused on mitotic figures detection. They designed a robust and efficient YOLOv12 one-stage model, combined with a streamlined preprocessing pipeline. The approach enables fast detection of both mitotic figures and hard negatives, and benefits from a precise data augmentation process integrating multi-target Macenko stain normalization.
  • 1st place in Task 2 dedicated to atypical mitotic figure classification. They leveraged the DINOV3-H+ foundation model, originally pretrained on natural images; and fine-tuned it with LoRA, requiring only ~1.3M trainable parameters. To tailor the model to histopathology, they incorporated extensive domain-specific data augmentations and implemented a domain-aware focal loss, allowing them to better handle both class and domain imbalance during training.

You can read the preprint of their solutions here:

The Rhône-Alpes node, co-led by Xavier Jaurand and Olivier Destaing, unites the imaging communities of Lyon and Grenoble. With platforms such as ISDV and LyMIC, and several R&D teams, the node covers a broad range of applications from metabolic imaging to spatial transcriptomics. Recent years have seen major scientific publications and significant technical upgrades. Looking ahead, the node aims to expand training, foster joint technology developments, and will proudly host the infrastructure Annual Meeting in 2027, while deepening collaborations within Euro-BioImaging.

Could you introduce yourself and your role within the Rhône-Alpes node?

The Rhône-Alpes node brings together the large imaging communities of Lyon and Grenoble. I’m Xavier Jaurand and I’m co-leading the node with Olivier Destaing. This  way of co-sharing responsibility is at the heart of our project in order to have synergy of both science-technology and Grenoble-Lyon communities. This organization has been transposed at the different levels of our node, through duo of peoples from Lyon and Grenoble invested in the multiple working group of FBI. 

[Xavier Jaurand]: I’m the technical director of the Centre Technologique des Microstructures (CTµ)”, a microscopy core facility of University Claude Bernard Lyon1, where I have been working for 20 years now, mainly in the field of electron microscopy (SEM and TEM).

[Olivier Destaing]: I am DR2-CNRS and co-leader of a research team on the cell biology of invasion processes and their associated signaling regulations. Implicated in imaging development and optogenetics since many years, I am also the co-scientific leader of the imaging platform MicroCell of the Institute for advanced Biosciences (IAB).

Having organization with shared responsibilities is always a challenge and take time, but present the advantages of being potentially highly robust and well accepted by large communities.

Which platforms and R&D teams compose your node?

There are 2 main platforms on the nodes (ISDV and LyMIC):

  • For the Grenoble part, the ISDV (Imagerie Science du Vivant) network is composed by 7 platforms (LBFA, Liphy, PIC-GIN, ME-GIN, MicroCell-IAB, MuLife-CEA, TIMC, M4D-IBS)
  • For the Lyon part, the associated facility is LyMIC (Lyon Multiscale Imaging Center) which is the federation of 3 imaging platforms: PLATIM (south of Lyon), CIQLE (east of Lyon) and CTµ (north of Lyon).

There are both biology and Physics R&D teams:

  • ILM UMR5306 Team DehouxUnique expertise in Brillouin microscopy for imaging cells and tissues at various scales.
  • RDP UMR5667 Team IngramMeasuring cell hydrostatic pressure and cell wall properties is challenging but of critical importance in the field of plant biology.
  • IGFL UMR5242 Team Enriquez/Ghavi-Helm The Spatial-Cell-ID EQUIPEX facility enhance the spatial resolution of MERFISH by pinpointing transcripts of specific genes (ranging from a few to thousands) in situ, achieving cellular and subcellular precision over time.
  • IAB UMR5309 Team Destaingthe lab is focused on coupling optogenetics, biosensors and metabolism imaging through FLIM imaging.
  • Liphy UMR5588 Team DupontThe OPTIMA team brings together expertise in imaging (optical, acoustic, X-ray) to develop new instruments, explore the physics of wave-matter interactions, and address biological and biomedical challenges where its scientific and technical know-how provides significant added value.
  • Liphy UMR5588 Team DébarreThe MC2 team conducts interdisciplinary research at the crossroads of mechanics, physics, and life sciences to investigate, across scales, the dynamics and interactions of biological or bioinspired systems in complex environments.
  • GIN U1216 Team Pernet-Gallay – The electronic microscopy facility is located at the Grenoble Institute for Neuroscience (GIN, INSERM U1216, UGA) and proposes classic epoxy resin embedding for morphological analysis, as well as the Tokuyasu protocol for immunogold labeling on cryosections.

Which are the main application domains of your node?

  • Metabolic imaging, cell signaling and dynamics manipulation
  • Biomechanics: from single molecule to tissue, from animals to plants 
  • Spatial cell transcriptomics
  • 3D multiscale imaging through development in adaptive optics or original analysis of deep FIB-SEM acquisition
  • 3D and high content image processing

Can you share a scientific or technical success achieved within your node?

Over the past two years, our node’s scientific impact is reflected by the co-authorship of our core facility staff in several high-profile publications, covering topics from immunology to molecular imaging and dermatology:

  • Functional diversity of NLRP3 gain-of-function mutants associated with CAPS autoinflammation (2024) J Exp Med. doi.org/10.1084/jem.20231200
  • Sperm motility in mice with Oligo-astheno-teratozoospermia restored by in vivo injection and electroporation of naked mRNA (2024) eLife. doi.org/10.7554/eLife.94514.1
  • Nanoassemblies of Chitosan-Based Polyelectrolyte Complexes as Nucleic Acid Delivery Systems (2024) Biomacromolecules. doi.org/10.1021/acs.biomac.4c00054
  • RNAP II antagonizes mitotic chromatin folding and chromosome segregation by condensin (2024) Cell Reports. doi.org/10.1016/j.celrep.2024.113901
  • Dermal stiffness governs the topography of the epidermis and the underlying basement membrane in young and old human skin (2024) Aging Cell. doi.org/10.1111/acel.14096
  • Plasmacytoid dendritic cell sensing of hepatitis E virus is shaped by both viral and host factors (2024) Life Sci Alliance. doi.org/10.26508/lsa.202503256

On the technical side, our node has recently strengthened its infrastructure and expertise through major investments and upgrades, ranging from state-of-the-art microscopy systems to reinforced image analysis capacities and dedicated staffing:

  • Purchase and deployement of new and unique material at Lyon: AFM coupled to an inverted epifluorescence microscope, equipped with a motorized and piezoelectric stage (Hybrid Stage) that enables the acquisition of measurements on samples extended in the plane (e.g., tissue sections) or in height (e.g., whole tissues/organs).
  • Upgrade of confocal microscopy ressources: We replaced our aging Leica SP5X with a Leica Stellaris 5, featuring TauSense temporal dimension imaging and a resonnant scanner. Funding was secured through a strategic partnership between the university, region, and internal investment. A new spinning disk system was integrated to a FastFLIM-TIRF module in order to provide new metabolic imaging possibilities in 4-5D.
  • Enhance STED FLIM capabilities: We equipped our Abberior STED system with a FLIM module, delivering super-resolved temporal imaging with < 40 nm spatial resolution while preserving excellent time and signal fidelity. This integration enables dynamic, quantitative imaging of molecular interactions and environments.
  • Strengthen image-analysis infrastructure: We deployed three dedicated workstations equipped with AI-assisted tools such as for segmentation and analysis. These platforms enable advanced processing, rapid 3D visualization, and robust quantification, empowering both academic and translational research workflows.
  • Launch of a permanent image-analysis engineer role: In 2025, we transitioned from temporary contracts to a permanent research engineer position specialized in image analysis. This ensures stable expertise in AI-driven segmentation, 3D visualization, and quantitative imaging. The engineer also leads user training and engages actively in national (FBI) and European (NEUBIAS) working groups.

What are your perspectives following your node’s integration into France-BioImaging?

Following our integration into France-BioImaging, we aim to foster stronger connections between AURA’s users (academic users and private companies) and the opportunities offered by the infrastructure. We also seek to highlight and transfer original technologies (Brillouin imaging and quantitative RICM), improve access to advanced data management and image analysis to our user, and democrate these cultures to the numerous biology laboratories of Rhône-Alpes. We also plan to contribute to Euro-BioImaging initiatives, all while enhancing our international visibility.

To achieve these goals, our node is committed to participating in expert working groups (RTmfm network and FBI), deploying nationally shared training modules and engaging in joint technology developments in 3D tissue imaging, sample clearing, and multimodal microscopy. We will also continue to strengthen data and AI workflows, and we are proud to be preparing the organization of the France-BioImaging Annual Meeting in 2027.

Your node has recently joined Euro-BioImaging, what added value do you think you bring to the European community?

As part of a Euro-BioImaging fellowship, the MicroCell platform at IAB Grenoble hosted Sarah Vorsselmans and Susana Rocha (KU Leuven, Belgium). Together, we worked on the development of innovative FRET-based multiplexing molecular tension sensors, strengthening transnational expertise in molecular imaging

In April 2025, the LYMIC platform welcomed a job shadowing candidate from Germany for ten days. This exchange provided an opportunity to share practices on biological sample preparation for electron microscopy, as well as image analysis, data storage, and quality management.

The France-BioImaging Preclinical Microscopy working group is organizing its next webinar on Thursday, September 25th from 14:00 to 16:00.

This session, open to all, will focus on advanced imaging solution with two keynotes:

  • Label-free 3D imaging of thick samples by Kaer Labs – 14:00
  • Quantitative blood vessel photoacousticmicroscopy coupled with ultrasonicmicroscopy by Bastien Arnal (LiPhy, Université Grenoble Alpes, CNRS) – 14:55

This webinar will conclude with an open discussion!

To join us, click here!

Meeting ID: 339 429 931 973 3
Passcode: PY6E2v4A

The Plant Imaging Expert Group of Euro-BioImaging is organizing a new webinar to introduce the DREAM project, Wednesday, September 24, at 13:00!

What is the DREAM project?

DREAM stands for “Dynamic Regulation of Photosynthesis in Light-Acclimated Organisms”. This research initiative aims to develop a new generation of instrumentation and data acquisition protocols to better evaluate the dynamics of photosynthesis. A better understanding of this mechanism in plants could open promising pathways toward sustainable agriculture that meets global challenges.

A webinar with France-BioImaging members

Members of France-BioImaging and DREAM, Ludovic Jullien, Ian Coghill – from the Chemistry Department of ENS (Sorbonne University/CNRS) – and Aliénor Lahlou (Chemistry Department ex-member, now PhD research at Sony CSL) will present the overall objectives of the project as well as its latest outcomes.

How to join?

Meeting link here.

More info? https://www.eurobioimaging.eu/events/plant-imaging-expert-group-meeting-dynamic-regulation-of-photosynthesis-in-light-acclimated-organisms/

The 2nd edition of the Single Cell Conference of Nantes focused on “Deciphering single cell interactions in health and disease” will take place on October 7 and 8, 2025.

This event aims to highlight the use of single cell analysis technologies applied to the study of cellular mechanisms. Many international and local speakers will present the latest methods and applications in single-cell analysis.

In addition, participants will have the opportunity to present their research project after the submission and selection of an abstract.

A bioinformatics workshop dedicated to spatial data analysis will also be held on the afternoon of the second day (14:00-17:00).

General information

The participant have until September 19, 2025 at 17:00 to submit their abstract and/or apply for the bioinformatics workshop.

The registration is free for standard academic registration.
A fee of 50€ is asked for Senior Academic Registration (CR, DR, MCU, PU, Lecturer, goup leader…) and of 100€ for Industry Registration.

Find the program and the registration link here: https://nantescell.sciencesconf.org/

This autumn, two France-BioImaging microscopy platforms are inviting the public to dive into the fascinating world of microscopy! Discover their upcoming events.

Montpellier Ressources Imagerie platform

The Montpellier Ressources Imagerie platform will present a photography exhibition of their microscopy images, “Life is Beautiful”, showcased at several events. This project was awarded the Euro-BioImaging EVOLVE call.

IMAG’IC

IMAG’IC, the Institut Cochin imaging platform, will take part in the CNRS “Visites Insolites”, giving the public a rare chance to explore usually inaccessible scientific spaces and experience science in unexpected ways!

  • Applications are mandatory to join this visit and are open until September, 17th. Apply here
  • When? October, 8th – Starting from 13:30

These events offer the public a chance to discover the fascinating world of science, and microscopy in particular, through accessible and engaging formats, from art to playful experiences.

A research project* at the IBDM (Marseille Developmental Biology Institute, CNRS – AMU), led by Clément Rodier, has recently challenged long-standing scientific hypotheses about how muscles elongate during development, thanks to advanced microscopy. Let’s take a closer look!

Sarcomeres, the “bricks” of muscles

Striated muscles are made up of muscle fibers, themselves composed of myofibrils, chains of thousands of contractile “bricks” called sarcomeres. In mammals, a sarcomere measures between 2 and 3 micrometers.

As an organism grows, its muscles must expand to keep pace with skeletal development. Yet sarcomeres maintain roughly the same size. For decades, the prevailing hypothesis held that new bricks, sarcomeres, were added exclusively at the ends of myofibril chains. However, it had never been directly observed. Clément Rodier’s goal was to visualize, using both light and electron microscopy**, how new sarcomeres are inserted during muscle growth, with the fly Drosophila as a model system.

A scientific hypothesis challenged

The research team analyzed Drosophila flight muscles between 32 and 40 hours after puparium formation, the developmental stage following the larval phase. This model has a key advantage: its growth is extremely fast (around 100 new sarcomeres are added in just 4 hours!) making the mechanism easier to capture.

Contrary to the initial hypothesis, microscopy images showed that sarcomere insertion was not restricted to the ends of the myofibrillar chain. Each brick is capped by terminal structures called Z-discs, which should have shown changes if new sarcomeres were only added there.

(B) Schematic of a Drosophila hemithorax at pupal stages with the six dorsal longitudinal flight muscles (DLMs) in magenta and the tendon cell epithelium in green. DLM4 is highlighted and was used for quantifications in (E). The stable connection of the flight muscles to the tendon cell extensions (green lines) during the growth phase from 32 to 40 hours after puparium formation (APF). h, hours. (C and D) Confocal images of pupae of the indicated stages displaying the six flight muscles stained for actin (phalloidin in red) and Shot (anti-Shortstop in gray, also labeling the tendon extensions) in (C). High magnifications displaying the myofibrils stained for actin (red) and myosin [anti–Mhc (myosin heavy chain) in blue] in (D). Scale bars, 100 μm in (C) and 5 μm in (D). Note the marked muscle length increases after 32 hours APF. 

(B and C) About 34 hours APF, a pupa expressing Sls-GFP with a focus on the anterior flight muscle end. Stills from movie S1 are shown (B), and a kymograph of a selected region is shown (C). The myofibril ends, marked with yellow arrowheads, move to the left, while muscle fiber length increases and thus moves away from the reference point marked with the orange arrowhead. No obvious sarcomere addition is seen at the ends.

So how do muscles really grow?

To probe this mechanism further, the team developed a computational tool capable of analyzing the length of thousands of sarcomeres and identifying those with abnormal size.
Using this tool combined with high-resolution microscopy techniques (sush as in vivo bi-photon imaging), the researchers observed that some sarcomeres gradually elongated and then split into two daughter sarcomeres of normal length. The essential proteins needed for proper sarcomere function were also restored.

Unlike the long-accepted end hypothesis, this division mechanism allows new sarcomeres to be inserted at multiple points along the myofibril.

Fig. 7. Sarcomere division model. Working model of the tension-induced sarcomere division in Drosophila flight muscle sarcomeres. The growth of the skeleton, marked by integrin-based attachments, induces high tension, which triggers the division of the highlighted middle sarcomere. Thus, the sarcomere number increases from three to four. For details, see Discussion.

Does this mechanism also occur in mammals?

The researchers next turned to 3D electron microscopy and FRAP to test whether this mechanism also applied to other muscle types, namely Drosophila larval muscles, which are similar to mammalian skeletal muscles.

These imaging techniques revealed a zipper-like division process of sarcomeres during larval development. Further analyses confirmed the recruitment of new proteins that reestablish proper function in the daughter sarcomeres.

Looking ahead

Thanks to the combination of light and electron microscopy, both realized on France-BioImaging’s core facilities*, the team was able to put a long-standing hypothesis to the test… and overturn it! This work sheds new light on developmental mechanisms in insects, and possibly in mammals, including humans. Better understanding how muscles grow at the microscopic level could one day pave the way for novel therapies to fight muscle degenerative diseases.

* Clement Rodier et al., Muscle growth by sarcomere divisions. Sci. Adv.11, eadw9445 (2025). DOI:10.1126/sciadv.adw9445

** Electronic microscopy (3D EM) was performed on a PICsL core facility and advanced photonic microscopy (FRAP imaging, in vivo bi-photon imaging) on IBDM core facility.

An International Research Network (IRN) has been launched to strengthen collaboration between France and China in biological optical imaging research. This five-year initiative (2025-2029) brings together leading institutions from France BioImaging and the National Biomedical Imaging Center (NBIC) in China to advance microscopy technologies and methodologies.

This partnership focuses on four main areas:

  • Probes
  • Super-resolution microscopy
  • Deep tissue imaging
  • Image analysis and data management

Beyond research, this IRN aims to enhance scientific exchange through joint conferences, student and researcher mobility programs, and collaboration on platform management and data analysis. Institutions involved include IBENS (Paris), IINS (Bordeaux), ISMO (Orsay), and INP (Marseille) in France, along with NBIC (Peking University), IBP (Chinese Academy of Sciences), and Westlake University in China.

By fostering innovation and sharing expertise, this initiative will drive progress in biological imaging and support the next generation of researchers.

The NeurImag cellular and molecular imaging Facility, member of the Paris Centre Node of France-BioImaging, has initiated the development of a new tool called ExoJ, in collaboration with the teams of Guillaume Van Niel (CRCI2NA, Nantes University), Frederik Verweij (Utrecht University), Thierry Galli (IPNP, Inserm, Université Paris Cité) and Junjun Liu (Shandong First Medical University).

What is ExoJ?

ExoJ is a plugin developed for the Fiji/ImageJ2 software, specifically designed to automate the reliable detection and analysis of exocytosis events from fluorescence microscopy images. Exocytosis is a cellular process where molecules or substances contained within a cell are released to the extracellular environment. This process involves the fusion of a vesicle, a membrane-bound sac, with the cell membrane. Once fused, the contents of the vesicle are expelled into the extracellular space.

How does ExoJ work?

ExoJ automatically identifies user-defined exocytosis events. It extracts key quantitative information such as the intensity, apparent size and duration of each event. ExoJ is fully parameterizable and configurable, making it suitable for studying different types of exocytosis, whatever the imaging modality (TIRF [1] and/or spinning disk [2]). ExoJ is a robust and reliable tool for analyzing large datasets!

What are the benefits of ExoJ?

ExoJ automates the detection of exocytosis events, considerably reducing analysis time compared with manual annotation. Moreover, the results obtained are reproducible, facilitating comparisons between different experiments. Finally, ExoJ is based on Fiji/ImageJ2, an open-source software widely used in the scientific community.

To read the article, click here.

[1] Cois et al., 2024 https://pubmed.ncbi.nlm.nih.gov/39145986/

[2] Hessvik et al., 2023 https://pubmed.ncbi.nlm.nih.gov/37285022/

This June, the Normandie and Ile-de-France Sud nodes of France-BioImaging hosted their respective Annual Meetings, bringing together research teams and imaging platforms for a day of scientific discussions and collaborative exchange.

Ile-de-France Sud Node

On June 12, the MIMA2 platform (Microscopy and Imaging of Microorganisms, Animals, and Food) organized the 2024 edition of the Ile-de-France Sud node’s Annual Meeting. The day featured dynamic discussions on light and electron microscopy, as well as flow cytometry, all applied to a wide range of biological models including animal cells, microorganisms, and plants.

Normandie Node

On June 18, the PRIMACEN platform hosted the very first Annual Meeting of the Normandie node. The event gathered member research teams to showcase and discuss the node’s diverse areas of expertise:

  • chemical probes,
  • electron and correlative microscopy,
  • live cell imaging,
  • ex vivo and in vivo imaging,
  • image analysis and processing.

A great opportunity to strengthen collaborations, share knowledge, and celebrate the imaging community of France-BioImaging!

As summer approaches, France-BioImaging highlights two ongoing funding opportunities from the European Union and Global-BioImaging that could support your imaging projects. Whether you’re looking to develop new skills, access cutting-edge technologies, or launch interdisciplinary research, now is the time to apply!

2nd Call Imaging 4 All (Global-BioImaging)

Researchers and imaging facility staff from low- and middle-income countries (LMICs) are invited to apply for funded access to advanced biological and biomedical imaging technologies. This program, supported by the Wellcome Trust and coordinated by Global-BioImaging, offers an exceptional opportunity to:

  • Explore new imaging techniques for your biological samples
  • Gain hands-on skills with advanced microscopy
  • Develop expertise in image analysis and imaging facility management

Deadline to apply: 15 August 2025
To begin the process, send an email to i4a_support@embl.de

More information: https://globalbioimaging.org/i4a

4th Call AgroSERV (Horizon Europe)

AgroSERV is a transdisciplinary project funded under the Horizon Europe programme, supporting research for sustainable and resilient agri-food systems. This call funds interdisciplinary projects in agroecology, with a focus on:

  • Plant biology
  • Water and soil sciences
  • Microorganisms and ecosystem interactions

Please note: only core facilities from our Ile-de-France Sud node are available through this call.

Application steps:
• Step 1: Pre-proposals (expression of interest): Deadline 31 July 2025
• Step 2: Full proposals: Deadline 15 October 2025

More information: https://www.eurobioimaging.eu/news/agroservs-4th-call-for-access-is-open/