1
|
Züfle P, Batista LL, Brandão SC, D’Uva G, Daniel C, Martelli C. Impact of developmental temperature on neural growth, connectivity, and function. SCIENCE ADVANCES 2025; 11:eadp9587. [PMID: 39813340 PMCID: PMC11734716 DOI: 10.1126/sciadv.adp9587] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Accepted: 12/06/2024] [Indexed: 01/18/2025]
Abstract
Environmental temperature dictates the developmental pace of poikilothermic animals. In Drosophila, slower development at lower temperatures results in higher brain connectivity, but the generality of such scaling across temperatures and brain regions and its impact on function are unclear. Here, we show that brain connectivity scales continuously across temperatures, in agreement with a first-principle model that postulates different metabolic constraints for the growth of the brain and the organism. The model predicts brain wiring under temperature cycles and the nonuniform temporal scaling of neural development across temperatures. Developmental temperature has notable effects on odor-driven behavior. Dissecting the circuit architecture and function of neurons in the olfactory pathway, we demonstrate that developmental temperature does not alter odor encoding in first- and second-order neurons, but it shifts the specificity of connections onto third-order neurons that mediate innate behaviors. We conclude that while some circuit computations are robust to the effects of developmental temperature on wiring, others exhibit phenotypic plasticity with possible adaptive advantages.
Collapse
Affiliation(s)
| | | | | | | | | | - Carlotta Martelli
- Johannes Gutenberg University, Mainz, Germany
- Institute for Quantitative and Computational Biosciences, Mainz, Germany
| |
Collapse
|
2
|
Desigaux T, Comperat L, Dusserre N, Stachowicz ML, Lea M, Dupuy JW, Vial A, Molinari M, Fricain JC, Paris F, Oliveira H. 3D bioprinted breast cancer model reveals stroma-mediated modulation of extracellular matrix and radiosensitivity. Bioact Mater 2024; 42:316-327. [PMID: 39290339 PMCID: PMC11405629 DOI: 10.1016/j.bioactmat.2024.08.037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Revised: 08/02/2024] [Accepted: 08/28/2024] [Indexed: 09/19/2024] Open
Abstract
Deciphering breast cancer treatment resistance remains hindered by the lack of models that can successfully capture the four-dimensional dynamics of the tumor microenvironment. Here, we show that microextrusion bioprinting can reproducibly generate distinct cancer and stromal compartments integrating cells relevant to human pathology. Our findings unveil the functional maturation of this millimeter-sized model, showcasing the development of a hypoxic cancer core and an increased surface proliferation. Maturation was also driven by the presence of cancer-associated fibroblasts (CAF) that induced elevated microvascular-like structures complexity. Such modulation was concomitant to extracellular matrix remodeling, with high levels of collagen and matricellular proteins deposition by CAF, simultaneously increasing tumor stiffness and recapitulating breast cancer fibrotic development. Importantly, our bioprinted model faithfully reproduced response to treatment, further modulated by CAF. Notably, CAF played a protective role for cancer cells against radiotherapy, facilitating increased paracrine communications. This model holds promise as a platform to decipher interactions within the microenvironment and evaluate stroma-targeted drugs in a context relevant to human pathology.
Collapse
Affiliation(s)
- Theo Desigaux
- Univ. Bordeaux, Tissue Bioengineering INSERM U1026, F-33000, Bordeaux, France
- INSERM U1026, ART BioPrint, F-33000, Bordeaux, France
| | - Leo Comperat
- Univ. Bordeaux, Tissue Bioengineering INSERM U1026, F-33000, Bordeaux, France
- INSERM U1026, ART BioPrint, F-33000, Bordeaux, France
| | - Nathalie Dusserre
- Univ. Bordeaux, Tissue Bioengineering INSERM U1026, F-33000, Bordeaux, France
- INSERM U1026, ART BioPrint, F-33000, Bordeaux, France
| | - Marie-Laure Stachowicz
- Univ. Bordeaux, Tissue Bioengineering INSERM U1026, F-33000, Bordeaux, France
- INSERM U1026, ART BioPrint, F-33000, Bordeaux, France
| | - Malou Lea
- Univ. Bordeaux, Tissue Bioengineering INSERM U1026, F-33000, Bordeaux, France
- INSERM U1026, ART BioPrint, F-33000, Bordeaux, France
| | - Jean-William Dupuy
- Univ. Bordeaux, Bordeaux Proteome, F-33000, Bordeaux, France
- Univ. Bordeaux, CNRS, INSERM, TBM-Core, US5, UAR 3427, OncoProt, F-33000, Bordeaux, France
| | - Anthony Vial
- Univ. Bordeaux, CNRS, Bordeaux INP, CBMN, UMR 5248, F-33600, Pessac, France
| | - Michael Molinari
- Univ. Bordeaux, CNRS, Bordeaux INP, CBMN, UMR 5248, F-33600, Pessac, France
| | - Jean-Christophe Fricain
- Univ. Bordeaux, Tissue Bioengineering INSERM U1026, F-33000, Bordeaux, France
- INSERM U1026, ART BioPrint, F-33000, Bordeaux, France
- Services d'Odontologie et de Santé Buccale, CHU Bordeaux, F-33000, Bordeaux, France
| | - François Paris
- CRCINA, INSERM, CNRS, Univ. Nantes, F-44000, Nantes, France
- Institut de Cancérologie de l'Ouest, F-44800, Saint Herblain, France
| | - Hugo Oliveira
- Univ. Bordeaux, Tissue Bioengineering INSERM U1026, F-33000, Bordeaux, France
- INSERM U1026, ART BioPrint, F-33000, Bordeaux, France
| |
Collapse
|
3
|
Ramos AP, Szalapak A, Ferme LC, Modes CD. From cells to form: A roadmap to study shape emergence in vivo. Biophys J 2023; 122:3587-3599. [PMID: 37243338 PMCID: PMC10541488 DOI: 10.1016/j.bpj.2023.05.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2023] [Revised: 04/25/2023] [Accepted: 05/18/2023] [Indexed: 05/28/2023] Open
Abstract
Organogenesis arises from the collective arrangement of cells into progressively 3D-shaped tissue. The acquisition of a correctly shaped organ is then the result of a complex interplay between molecular cues, responsible for differentiation and patterning, and the mechanical properties of the system, which generate the necessary forces that drive correct shape emergence. Nowadays, technological advances in the fields of microscopy, molecular biology, and computer science are making it possible to see and record such complex interactions in incredible, unforeseen detail within the global context of the developing embryo. A quantitative and interdisciplinary perspective of developmental biology becomes then necessary for a comprehensive understanding of morphogenesis. Here, we provide a roadmap to quantify the events that lead to morphogenesis from imaging to image analysis, quantification, and modeling, focusing on the discrete cellular and tissue shape changes, as well as their mechanical properties.
Collapse
Affiliation(s)
| | - Alicja Szalapak
- Max Planck Institute of Molecular Cell Biology and Genetics, Dresden, Germany; Center for Systems Biology Dresden, Dresden, Germany
| | | | - Carl D Modes
- Max Planck Institute of Molecular Cell Biology and Genetics, Dresden, Germany; Center for Systems Biology Dresden, Dresden, Germany; Cluster of Excellence Physics of Life, TU Dresden, Dresden, Germany
| |
Collapse
|
4
|
Haase R, Fazeli E, Legland D, Doube M, Culley S, Belevich I, Jokitalo E, Schorb M, Klemm A, Tischer C. A Hitchhiker's Guide through the Bio-image Analysis Software Universe. FEBS Lett 2022; 596:2472-2485. [PMID: 35833863 DOI: 10.1002/1873-3468.14451] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Revised: 05/01/2022] [Accepted: 05/12/2022] [Indexed: 11/06/2022]
Abstract
Modern research in the life sciences is unthinkable without computational methods for extracting, quantifying and visualizing information derived from microscopy imaging data of biological samples. In the past decade, we observed a dramatic increase in available software packages for these purposes. As it is increasingly difficult to keep track of the number of available image analysis platforms, tool collections, components and emerging technologies, we provide a conservative overview of software that we use in daily routine and give insights into emerging new tools. We give guidance on which aspects to consider when choosing the platform that best suits the user's needs, including aspects such as image data type, skills of the team, infrastructure and community at the institute and availability of time and budget.
Collapse
Affiliation(s)
- Robert Haase
- DFG Cluster of Excellence "Physics of Life", TU, Dresden, Germany.,Center for Systems Biology Dresden, Germany
| | - Elnaz Fazeli
- Biomedicum Imaging Unit, Faculty of Medicine and HiLIFE, University of Helsinki, Finland
| | - David Legland
- INRAE, UR BIA, F-44316, Nantes, France.,INRAE, PROBE research infrastructure, BIBS facility, F-44316, Nantes, France
| | - Michael Doube
- Department of Infectious Diseases and Public Health, City University of Hong Kong, Kowloon, Hong Kong
| | - Siân Culley
- Randall Centre for Cell & Molecular Biophysics, Guy's Campus, King's College London, LondonSE1 1UL, UK
| | - Ilya Belevich
- Institute of Biotechnology, Helsinki Institute of Life Science, University of Helsinki, Helsinki, Finland
| | - Eija Jokitalo
- Institute of Biotechnology, Helsinki Institute of Life Science, University of Helsinki, Helsinki, Finland
| | - Martin Schorb
- Electron Microscopy Core Facility, European Molecular Biology Laboratory, Heidelberg, Germany.,Centre for Bioimage Analysis, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Anna Klemm
- VI2 - Department of Information Technology and SciLifeLab BioImage Informatics Facility, Uppsala University, Uppsala, 752 37, Sweden
| | - Christian Tischer
- Centre for Bioimage Analysis, European Molecular Biology Laboratory, Heidelberg, Germany
| |
Collapse
|