1
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Hemel IMGM, Knoops K, López-Iglesias C, Gerards M. The Curse of the Red Pearl: A Fibroblast-Specific Pearl-Necklace Mitochondrial Phenotype Caused by Phototoxicity. Biomolecules 2025; 15:304. [PMID: 40001607 PMCID: PMC11853634 DOI: 10.3390/biom15020304] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2024] [Revised: 01/31/2025] [Accepted: 02/13/2025] [Indexed: 02/27/2025] Open
Abstract
The dynamic nature of mitochondria makes live cell imaging an important tool in mitochondrial research. Although imaging using fluorescent probes is the golden standard in studying mitochondrial morphology, these probes might introduce aspecific features. In this study, live cell fluorescent imaging was applied to investigate a pearl-necklace-shaped mitochondrial phenotype that arises when mitochondrial fission is restricted. In this fibroblast-specific pearl-necklace phenotype, constricted and expanded mitochondrial regions alternate. Imaging studies revealed that the formation time of this pearl-necklace phenotype differs between laser scanning confocal, widefield and spinning disk confocal microscopy. We found that the phenotype formation correlates with the excitation of the fluorescent probe and is the result of phototoxicity. Interestingly, the phenotype only arises in cells stained with red mitochondrial dyes. Serial section electron tomography of the pearl-necklace mitochondria revealed that the mitochondrial membranes remained intact, while the cristae structure was altered. Furthermore, filaments and ER were present at the constricted sites. This study illustrates the importance of considering experimental conditions for live cell imaging to prevent imaging artifacts that can have a major impact on the obtained results.
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Affiliation(s)
- Irene M. G. M. Hemel
- Maastricht Centre for Systems Biology (MaCSBio), Maastricht University, 6229 EN Maastricht, The Netherlands
| | - Kèvin Knoops
- Microscopy CORE Lab, Maastricht University, 6229 ER Maastricht, The Netherlands (C.L.-I.)
| | - Carmen López-Iglesias
- Microscopy CORE Lab, Maastricht University, 6229 ER Maastricht, The Netherlands (C.L.-I.)
| | - Mike Gerards
- Maastricht Centre for Systems Biology (MaCSBio), Maastricht University, 6229 EN Maastricht, The Netherlands
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2
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Sato K, Sato T, Hirotani R, Bam M. Effect of combined blue light and 5-ALA on mitochondrial functions and cellular responses in B16F1 melanoma and HaCaT cells. Cytotechnology 2024; 76:795-816. [PMID: 39435424 PMCID: PMC11490642 DOI: 10.1007/s10616-024-00654-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2024] [Accepted: 08/21/2024] [Indexed: 10/23/2024] Open
Abstract
In this study, we investigated the effects of blue light and 5-aminolevulinic acid (5-ALA) co-treatment on B16F1 melanoma cells and HaCaT keratinocytes. We focused on cellular responses, including mitochondrial function, DNA integrity, and gene expression. Co-treatment significantly damaged the mitochondria, altered their morphology, induced mitochondrial membrane depolarization, increased intracellular reactive oxygen species, and led to cardiolipin peroxidation in both cell types. This approach promoted DNA fragmentation and apoptosis. However, blue light and co-treatment with 5-ALA did not enhance the formation of cyclobutane pyrimidine dimers, 6-4 photoproducts, or Dewar photoproducts. Moreover, it triggered complex, time-dependent changes in gene expression, particularly the upregulation of MMP-1 and p21 in HaCaT cells. Our findings revealed that blue light and 5-ALA co-treatment caused substantial cellular stress and damage, suggesting their therapeutic potential against melanoma and highlighting the need for caution and precision in their application to avoid harming normal cells. This underscores the necessity for further research to refine therapeutic approaches. Supplementary Information The online version contains supplementary material available at 10.1007/s10616-024-00654-x.
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Affiliation(s)
- Kazuomi Sato
- Graduate School of Agriculture, Tamagawa University, 6-1-1 Machida, Tokyo, 1940-8610 Japan
- Biosystems and Biofunctions Research Center, Tamagawa University Research Institute, 6-1-1 Machida, Tokyo, 194-8610 Japan
| | - Taiki Sato
- Graduate School of Agriculture, Tamagawa University, 6-1-1 Machida, Tokyo, 1940-8610 Japan
| | - Riku Hirotani
- Graduate School of Agriculture, Tamagawa University, 6-1-1 Machida, Tokyo, 1940-8610 Japan
| | - Munetsugu Bam
- Department of Anatomy and Structural Biology, Graduate School of Medicine, University of Yamanashi, 1110 Shimokato, Chuo, 409-3998 Yamanashi Japan
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3
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Yokoi Y, Nakamura R, Ohira S, Takemi S, Ayabe T, Nakamura K. Potential consequences of phototoxicity on cell function during live imaging of intestinal organoids. PLoS One 2024; 19:e0313213. [PMID: 39546479 PMCID: PMC11567556 DOI: 10.1371/journal.pone.0313213] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2024] [Accepted: 10/21/2024] [Indexed: 11/17/2024] Open
Abstract
Live imaging visualizes the structure, dynamics, and function of cells and tissues to reveal the molecular mechanisms, and has contributed to the advancement of life science. In live imaging, it has been well known that there is a trade-off between higher-resolution analysis and cell damage caused by light illumination, i.e., phototoxicity. However, despite the risk of unknowingly distorting experimental results, phototoxicity is an unresolved issue in live imaging because overall consequences occurring inside cells due to phototoxicity remains unknown. Here, we determined the molecular process of phototoxicity-induced cell damage systematically under low- and high-dose light illumination conditions by analyzing differential gene expression using RNA-sequencing in a three-dimensional organoid of small intestinal epithelial cells, enteroid. The low-dose light illumination already induced various abnormalities in functional molecules involved in the response to reactive oxygen species generated by the excitation of fluorescent dyes, intracellular metabolism, mitosis, immune responses, etc., at mRNA expression level. Together with the behavior toward apoptosis caused by high-dose light illumination, the light dose-dependent progression of intracellular damage was revealed. About visible impairment of intestinal epithelial function, failures in both the structure-forming ability of enteroids and Paneth cell granule secretion were observed under high-dose light illumination, while the drug efflux was not disturbed despite abnormal drug efflux transporter mRNA expression. Based on the gene expression profiles, we comprehensively clarified phenomena in the cells at mRNA level that cannot be recognized both morphologically and functionally during live imaging, further providing a new insight into the risk of phototoxicity. This study warns from the aspect of mRNA expression that awareness of phototoxic artifacts is needed when analyzing cellular function and the mechanism in live imaging.
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Affiliation(s)
- Yuki Yokoi
- Innate Immunity Laboratory, Faculty of Advanced Life Science, Hokkaido University, Sapporo, Hokkaido, Japan
- Innate Immunity Laboratory, Graduate School of Life Science, Hokkaido University, Sapporo, Hokkaido, Japan
| | - Ryu Nakamura
- System Development Section, Technology Solution Sector, Healthcare Business Unit, Nikon Corporation, Yokohama-City, Kanagawa, Japan
| | - Shuya Ohira
- Innate Immunity Laboratory, Faculty of Advanced Life Science, Hokkaido University, Sapporo, Hokkaido, Japan
- Creative Research Institution, Hokkaido University, Sapporo, Hokkaido, Japan
| | - Shota Takemi
- Innate Immunity Laboratory, Faculty of Advanced Life Science, Hokkaido University, Sapporo, Hokkaido, Japan
- Innate Immunity Laboratory, Graduate School of Life Science, Hokkaido University, Sapporo, Hokkaido, Japan
| | - Tokiyoshi Ayabe
- Innate Immunity Laboratory, Faculty of Advanced Life Science, Hokkaido University, Sapporo, Hokkaido, Japan
| | - Kiminori Nakamura
- Innate Immunity Laboratory, Faculty of Advanced Life Science, Hokkaido University, Sapporo, Hokkaido, Japan
- Innate Immunity Laboratory, Graduate School of Life Science, Hokkaido University, Sapporo, Hokkaido, Japan
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4
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Chen J, Hnath B, Sha CM, Beidler L, Schell TD, Dokholyan NV. Optogenetically engineered Septin-7 enhances immune cell infiltration of tumor spheroids. Proc Natl Acad Sci U S A 2024; 121:e2405717121. [PMID: 39441641 PMCID: PMC11536090 DOI: 10.1073/pnas.2405717121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Accepted: 09/11/2024] [Indexed: 10/25/2024] Open
Abstract
Chimeric antigen receptor T cell therapies have achieved great success in eradicating some liquid tumors, whereas the preclinical results in treating solid tumors have proven less decisive. One of the principal challenges in solid tumor treatment is the physical barrier composed of a dense extracellular matrix, which prevents immune cells from penetrating the tissue to attack intratumoral cancer cells. Here, we improve immune cell infiltration into solid tumors by manipulating septin-7 functions in cells. Using protein allosteric design, we reprogram the three-dimensional structure of septin-7 and insert a blue light-responsive light-oxygen-voltage-sensing domain 2 (LOV2), creating a light-controllable septin-7-LOV2 hybrid protein. Blue light inhibits septin-7 function in live cells, inducing extended cell protrusions and cell polarization, enhancing cell transmigration efficiency through confining spaces. We genetically edited human natural killer cell line (NK92) and mouse primary CD8+ T-cells expressing the engineered protein, and we demonstrated improved penetration and cytotoxicity against various tumor spheroid models. Our proposed strategy to enhance immune cell infiltration is compatible with other methodologies and therefore, could be used in combination to further improve cell-based immunotherapies against solid tumors.
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Affiliation(s)
- Jiaxing Chen
- Department of Pharmacology, Penn State College of Medicine, Hershey, PA17033
| | - Brianna Hnath
- Department of Pharmacology, Penn State College of Medicine, Hershey, PA17033
- Department of Biomedical Engineering, Pennsylvania State University, University Park, PA16802
| | - Congzhou M. Sha
- Department of Pharmacology, Penn State College of Medicine, Hershey, PA17033
- Department of Engineering Science and Mechanics, Pennsylvania State University, University Park, PA16802
| | - Lynne Beidler
- Department of Microbiology and Immunology, Penn State College of Medicine, Hershey, PA17033
| | - Todd D. Schell
- Department of Microbiology and Immunology, Penn State College of Medicine, Hershey, PA17033
| | - Nikolay V. Dokholyan
- Department of Pharmacology, Penn State College of Medicine, Hershey, PA17033
- Department of Biomedical Engineering, Pennsylvania State University, University Park, PA16802
- Department of Biochemistry & Molecular Biology, Penn State College of Medicine, Hershey, PA17033
- Department of Chemistry, Pennsylvania State University, University Park, PA16802
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5
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Mahapatra S, Ma S, Dong B, Zhang C. Quantification of cellular phototoxicity of organelle stains by the dynamics of microtubule polymerization. VIEW 2024; 5:20240013. [PMID: 40160868 PMCID: PMC11951871 DOI: 10.1002/viw.20240013] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Accepted: 08/13/2024] [Indexed: 04/02/2025] Open
Abstract
Being able to quantify the phototoxicity of dyes and drugs in live cells allows biologists to better understand cell responses to exogenous stimuli during imaging. This capability further helps to design fluorescent labels with lower phototoxicity and drugs with better efficacy. Conventional ways to evaluate cellular phototoxicity rely on late-stage measurements of individual or different populations of cells. Here, we developed a quantitative method using intracellular microtubule polymerization as a rapid and sensitive marker to quantify early-stage phototoxicity. Implementing this method, we assessed the photosensitization induced by organelle dyes illuminated with different excitation wavelengths. Notably, fluorescent markers targeting mitochondria, nuclei, and endoplasmic reticulum exhibited diverse levels of phototoxicity. Furthermore, leveraging a real-time precision opto-control technology allowed us to evaluate the synergistic effect of light and dyes on specific organelles. Studies in hypoxia revealed enhanced phototoxicity of Mito-Tracker Red CMXRos that is not correlated with the generation of reactive oxygen species but a different deleterious pathway in low oxygen conditions.
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Affiliation(s)
- Shivam Mahapatra
- Department of Chemistry, Purdue University, 560 Oval Dr., West Lafayette, IN 47907, USA
| | - Seohee Ma
- Department of Chemistry, Purdue University, 560 Oval Dr., West Lafayette, IN 47907, USA
| | - Bin Dong
- Department of Chemistry, Purdue University, 560 Oval Dr., West Lafayette, IN 47907, USA
- Purdue Center for Cancer Research, 201 S. University St., West Lafayette, IN 47907, USA
| | - Chi Zhang
- Department of Chemistry, Purdue University, 560 Oval Dr., West Lafayette, IN 47907, USA
- Purdue Center for Cancer Research, 201 S. University St., West Lafayette, IN 47907, USA
- Purdue Institute of Inflammation, Immunology, and Infectious Disease, 207 S. Martin Jischke Dr., West Lafayette, IN 47907, USA
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6
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Dani S, Schütz K, Dikici E, Bernhardt A, Lode A. The effect of continuous long-term illumination with visible light in different spectral ranges on mammalian cells. Sci Rep 2024; 14:9444. [PMID: 38658667 PMCID: PMC11043379 DOI: 10.1038/s41598-024-60014-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Accepted: 04/17/2024] [Indexed: 04/26/2024] Open
Abstract
One of the biggest challenges in tissue engineering and regenerative medicine is to ensure oxygen supply of cells in the (temporary) absence of vasculature. With the vision to exploit photosynthetic oxygen production by microalgae, co-cultivated in close vicinity to oxygen-consuming mammalian cells, we are searching for culture conditions that are compatible for both sides. Herein, we investigated the impact of long-term illumination on mammalian cells which is essential to enable photosynthesis by microalgae: four different cell types-primary human fibroblasts, dental pulp stem cells, and osteoblasts as well as the murine beta-cell line INS-1-were continuously exposed to warm white light, red or blue light over seven days. We observed that illumination with red light has no adverse effects on viability, metabolic activity and growth of the cells whereas exposure to white light has deleterious effects that can be attributed to its blue light portion. Quantification of intracellular glutathione did not reveal a clear correlation of this effect with an enhanced production of reactive oxygen species. Finally, our data indicate that the cytotoxic effect of short-wavelength light is predominantly a direct effect of cell illumination; photo-induced changes in the cell culture media play only a minor role.
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Affiliation(s)
- Sophie Dani
- Centre for Translational Bone, Joint and Soft Tissue Research, Faculty of Medicine, Technical University Dresden, Dresden, Germany
| | - Kathleen Schütz
- Centre for Translational Bone, Joint and Soft Tissue Research, Faculty of Medicine, Technical University Dresden, Dresden, Germany
| | - Ezgi Dikici
- Centre for Translational Bone, Joint and Soft Tissue Research, Faculty of Medicine, Technical University Dresden, Dresden, Germany
| | - Anne Bernhardt
- Centre for Translational Bone, Joint and Soft Tissue Research, Faculty of Medicine, Technical University Dresden, Dresden, Germany
| | - Anja Lode
- Centre for Translational Bone, Joint and Soft Tissue Research, Faculty of Medicine, Technical University Dresden, Dresden, Germany.
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7
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Asmar AJ, Benson ZA, Peskin AP, Chalfoun J, Simon M, Halter M, Plant AL. High-volume, label-free imaging for quantifying single-cell dynamics in induced pluripotent stem cell colonies. PLoS One 2024; 19:e0298446. [PMID: 38377138 PMCID: PMC10878516 DOI: 10.1371/journal.pone.0298446] [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: 10/19/2023] [Accepted: 01/23/2024] [Indexed: 02/22/2024] Open
Abstract
To facilitate the characterization of unlabeled induced pluripotent stem cells (iPSCs) during culture and expansion, we developed an AI pipeline for nuclear segmentation and mitosis detection from phase contrast images of individual cells within iPSC colonies. The analysis uses a 2D convolutional neural network (U-Net) plus a 3D U-Net applied on time lapse images to detect and segment nuclei, mitotic events, and daughter nuclei to enable tracking of large numbers of individual cells over long times in culture. The analysis uses fluorescence data to train models for segmenting nuclei in phase contrast images. The use of classical image processing routines to segment fluorescent nuclei precludes the need for manual annotation. We optimize and evaluate the accuracy of automated annotation to assure the reliability of the training. The model is generalizable in that it performs well on different datasets with an average F1 score of 0.94, on cells at different densities, and on cells from different pluripotent cell lines. The method allows us to assess, in a non-invasive manner, rates of mitosis and cell division which serve as indicators of cell state and cell health. We assess these parameters in up to hundreds of thousands of cells in culture for more than 36 hours, at different locations in the colonies, and as a function of excitation light exposure.
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Affiliation(s)
- Anthony J. Asmar
- Biosystems and Biomaterials Division Material Measurement Lab, NIST Gaithersburg, Gaithersburg, Maryland, United States of America
| | - Zackery A. Benson
- Biosystems and Biomaterials Division Material Measurement Lab, NIST Gaithersburg, Gaithersburg, Maryland, United States of America
| | - Adele P. Peskin
- Software and Systems Division Information Technology Lab, NIST Gaithersburg, Gaithersburg, Maryland, United States of America
| | - Joe Chalfoun
- Software and Systems Division Information Technology Lab, NIST Gaithersburg, Gaithersburg, Maryland, United States of America
| | - Mylene Simon
- Software and Systems Division Information Technology Lab, NIST Gaithersburg, Gaithersburg, Maryland, United States of America
| | - Michael Halter
- Biosystems and Biomaterials Division Material Measurement Lab, NIST Gaithersburg, Gaithersburg, Maryland, United States of America
| | - Anne L. Plant
- Biosystems and Biomaterials Division Material Measurement Lab, NIST Gaithersburg, Gaithersburg, Maryland, United States of America
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8
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Gómez-de-Mariscal E, Del Rosario M, Pylvänäinen JW, Jacquemet G, Henriques R. Harnessing artificial intelligence to reduce phototoxicity in live imaging. J Cell Sci 2024; 137:jcs261545. [PMID: 38324353 PMCID: PMC10912813 DOI: 10.1242/jcs.261545] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2024] Open
Abstract
Fluorescence microscopy is essential for studying living cells, tissues and organisms. However, the fluorescent light that switches on fluorescent molecules also harms the samples, jeopardizing the validity of results - particularly in techniques such as super-resolution microscopy, which demands extended illumination. Artificial intelligence (AI)-enabled software capable of denoising, image restoration, temporal interpolation or cross-modal style transfer has great potential to rescue live imaging data and limit photodamage. Yet we believe the focus should be on maintaining light-induced damage at levels that preserve natural cell behaviour. In this Opinion piece, we argue that a shift in role for AIs is needed - AI should be used to extract rich insights from gentle imaging rather than recover compromised data from harsh illumination. Although AI can enhance imaging, our ultimate goal should be to uncover biological truths, not just retrieve data. It is essential to prioritize minimizing photodamage over merely pushing technical limits. Our approach is aimed towards gentle acquisition and observation of undisturbed living systems, aligning with the essence of live-cell fluorescence microscopy.
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Affiliation(s)
| | | | - Joanna W. Pylvänäinen
- Faculty of Science and Engineering, Cell Biology, Åbo Akademi University, Turku 20500, Finland
| | - Guillaume Jacquemet
- Faculty of Science and Engineering, Cell Biology, Åbo Akademi University, Turku 20500, Finland
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, Turku 20520, Finland
- Turku Bioimaging, University of Turku and Åbo Akademi University, Turku 20520, Finland
- InFLAMES Research Flagship Center, Åbo Akademi University, Turku 20100, Finland
| | - Ricardo Henriques
- Instituto Gulbenkian de Ciência, Oeiras 2780-156, Portugal
- UCL Laboratory for Molecular Cell Biology, University College London, London WC1E 6BT, UK
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9
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Mahapatra S, Ma S, Dong B, Zhang C. Quantification of cellular phototoxicity of organelle stains by the dynamics of microtubule polymerization. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.01.17.576021. [PMID: 38293099 PMCID: PMC10827188 DOI: 10.1101/2024.01.17.576021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/01/2024]
Abstract
Being able to quantify the phototoxicity of dyes and drugs in live cells allows biologists to better understand cell responses to exogenous stimuli during imaging. This capability further helps to design fluorescent labels with lower phototoxicity and drugs with better efficacy. Conventional ways to evaluate cellular phototoxicity rely on late-stage measurements of individual or different populations of cells. Here, we developed a quantitative method using intracellular microtubule polymerization as a rapid and sensitive marker to quantify early-stage phototoxicity. Implementing this method, we assessed the photosensitization induced by organelle dyes illuminated with different excitation wavelengths. Notably, fluorescent markers targeting mitochondria, nuclei, and endoplasmic reticulum exhibited diverse levels of phototoxicity. Furthermore, leveraging a real-time precision opto-control technology allowed us to evaluate the synergistic effect of light and dyes on specific organelles. Studies in hypoxia revealed enhanced phototoxicity of Mito-Tracker Red CMXRos that is not correlated with the generation of reactive oxygen species but a different deleterious pathway in low oxygen conditions. Teaser Microtubule dynamics in live cells allow quantification of cellular phototoxicity of fluorescent dyes in various conditions.
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10
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Isomursu A, Alanko J, Hernández-Pérez S, Saukkonen K, Saari M, Mattila PK, Ivaska J. Dynamic Micropatterning Reveals Substrate-Dependent Differences in the Geometric Control of Cell Polarization and Migration. SMALL METHODS 2024; 8:e2300719. [PMID: 37926786 DOI: 10.1002/smtd.202300719] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Revised: 10/03/2023] [Indexed: 11/07/2023]
Abstract
Cells are highly dynamic and adopt variable shapes and sizes. These variations are biologically important but challenging to investigate in a spatiotemporally controlled manner. Micropatterning, confining cells on microfabricated substrates with defined geometries and molecular compositions, is a powerful tool for controlling cell shape and interactions. However, conventional binary micropatterns are static and fail to address dynamic changes in cell polarity, spreading, and migration. Here, a method for dynamic micropatterning is reported, where the non-adhesive surface surrounding adhesive micropatterns is rapidly converted to support specific cell-matrix interactions while allowing simultaneous imaging of the cells. The technique is based on ultraviolet photopatterning of biotinylated polyethylene glycol-grafted poly-L-lysine, and it is simple, inexpensive, and compatible with a wide range of streptavidin-conjugated ligands. Experiments using biotinylation-based dynamic micropatterns reveal that distinct extracellular matrix ligands and bivalent integrin-clustering antibodies support different degrees of front-rear polarity in human glioblastoma cells, which correlates to altered directionality and persistence upon release and migration on fibronectin. Unexpectedly, however, neither an asymmetric cell shape nor centrosome orientation can fully predict the future direction of migration. Taken together, biotinylation-based dynamic micropatterns allow easily accessible and highly customizable control over cell morphology and motility.
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Affiliation(s)
- Aleksi Isomursu
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, Turku, 20520, Finland
| | - Jonna Alanko
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, Turku, 20520, Finland
| | - Sara Hernández-Pérez
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, Turku, 20520, Finland
- Institute of Biomedicine and MediCity Research Laboratories, University of Turku, Turku, 20014, Finland
- Department of Life Technologies, University of Turku, Turku, 20520, Finland
| | - Karla Saukkonen
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, Turku, 20520, Finland
| | - Markku Saari
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, Turku, 20520, Finland
| | - Pieta K Mattila
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, Turku, 20520, Finland
- Institute of Biomedicine and MediCity Research Laboratories, University of Turku, Turku, 20014, Finland
- Department of Life Technologies, University of Turku, Turku, 20520, Finland
| | - Johanna Ivaska
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, Turku, 20520, Finland
- Department of Life Technologies, University of Turku, Turku, 20520, Finland
- InFLAMES Research Flagship Center, University of Turku, Turku, 20520, Finland
- Western Finnish Cancer Center (FICAN West), University of Turku, Turku, 20520, Finland
- Foundation for the Finnish Cancer Institute, Helsinki, 00014, Finland
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11
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Monfort T, Azzollini S, Brogard J, Clémençon M, Slembrouck-Brec A, Forster V, Picaud S, Goureau O, Reichman S, Thouvenin O, Grieve K. Dynamic full-field optical coherence tomography module adapted to commercial microscopes allows longitudinal in vitro cell culture study. Commun Biol 2023; 6:992. [PMID: 37770552 PMCID: PMC10539404 DOI: 10.1038/s42003-023-05378-w] [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: 02/24/2023] [Accepted: 09/20/2023] [Indexed: 09/30/2023] Open
Abstract
Dynamic full-field optical coherence tomography (D-FFOCT) has recently emerged as a label-free imaging tool, capable of resolving cell types and organelles within 3D live samples, whilst monitoring their activity at tens of milliseconds resolution. Here, a D-FFOCT module design is presented which can be coupled to a commercial microscope with a stage top incubator, allowing non-invasive label-free longitudinal imaging over periods of minutes to weeks on the same sample. Long term volumetric imaging on human induced pluripotent stem cell-derived retinal organoids is demonstrated, highlighting tissue and cell organization processes such as rosette formation and mitosis as well as cell shape and motility. Imaging on retinal explants highlights single 3D cone and rod structures. An optimal workflow for data acquisition, postprocessing and saving is demonstrated, resulting in a time gain factor of 10 compared to prior state of the art. Finally, a method to increase D-FFOCT signal-to-noise ratio is demonstrated, allowing rapid organoid screening.
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Affiliation(s)
- Tual Monfort
- Sorbonne Université, INSERM, CNRS, Institut de la Vision, 17 rue Moreau, F-75012, Paris, France
- CHNO des Quinze-Vingts, INSERM-DGOS CIC 1423, 28 rue de Charenton, F-75012, Paris, France
- Paris Eye Imaging Group, Quinze-Vingts National Eye Hospital, INSERM-DGOS, CIC 1423, 28 rue de Charenton, Paris, 75012, France
| | - Salvatore Azzollini
- Sorbonne Université, INSERM, CNRS, Institut de la Vision, 17 rue Moreau, F-75012, Paris, France
| | - Jérémy Brogard
- Sorbonne Université, INSERM, CNRS, Institut de la Vision, 17 rue Moreau, F-75012, Paris, France
| | - Marilou Clémençon
- Sorbonne Université, INSERM, CNRS, Institut de la Vision, 17 rue Moreau, F-75012, Paris, France
| | - Amélie Slembrouck-Brec
- Sorbonne Université, INSERM, CNRS, Institut de la Vision, 17 rue Moreau, F-75012, Paris, France
| | - Valerie Forster
- Sorbonne Université, INSERM, CNRS, Institut de la Vision, 17 rue Moreau, F-75012, Paris, France
| | - Serge Picaud
- Sorbonne Université, INSERM, CNRS, Institut de la Vision, 17 rue Moreau, F-75012, Paris, France
| | - Olivier Goureau
- Sorbonne Université, INSERM, CNRS, Institut de la Vision, 17 rue Moreau, F-75012, Paris, France
| | - Sacha Reichman
- Sorbonne Université, INSERM, CNRS, Institut de la Vision, 17 rue Moreau, F-75012, Paris, France
| | - Olivier Thouvenin
- Institut Langevin, ESPCI Paris, Université PSL, CNRS, 75005, Paris, France
| | - Kate Grieve
- Sorbonne Université, INSERM, CNRS, Institut de la Vision, 17 rue Moreau, F-75012, Paris, France.
- CHNO des Quinze-Vingts, INSERM-DGOS CIC 1423, 28 rue de Charenton, F-75012, Paris, France.
- Paris Eye Imaging Group, Quinze-Vingts National Eye Hospital, INSERM-DGOS, CIC 1423, 28 rue de Charenton, Paris, 75012, France.
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Li X, Huff J, Crunkleton DW, Johannes TW. Light intensity and spectral quality modulation for improved growth kinetics and biochemical composition of Chlamydomonas reinhardtii. J Biotechnol 2023; 375:28-39. [PMID: 37640267 DOI: 10.1016/j.jbiotec.2023.08.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Accepted: 08/15/2023] [Indexed: 08/31/2023]
Abstract
Effective strategies to optimize algal growth and lipid productivity are critical for the sustainable production of biomass for various applications. Light management has emerged as a promising approach, but the intricate relationship between light intensity, spectral quality, and algal responses remains poorly understood. This study investigated the effects of different light qualities (blue, red-orange, and white-yellow) and intensities (45-305 μmol/m2·s) on Chlamydomonas reinhardtii. Red-orange light exhibited the highest promotion of biomass growth and lipid productivity, with specific growth rates of 1.968 (d-1) and biomass productivity of 0.284 (g/L/d) at 155 μmol/m2·s and 205 μmol/m2·s, respectively. Within the intensity range of 205 μmol/m2·s to 305 μmol/m2·s, lipid mass fractions ranged from 10.5% w/w to 11.0% w/w, accompanied by lipid concentrations ranging from 68.6 mg/L to 74.9 mg/L. Red-orange light positively influenced carbohydrate accumulation, while blue light promoted protein synthesis. These findings highlight the importance of optimizing light quality and intensity to enhance algal biomass productivity and manipulate biochemical composition. Understanding the complex relationship between light parameters and algal physiology will contribute to sustainable algal cultivation practices and the use of microalgae as a valuable bioresource.
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Affiliation(s)
- Xiangpeng Li
- Russell School of Chemical Engineering, University of Tulsa, Tulsa, Oklahoma 74104, USA; School of Biological Sciences, University of Oklahoma, Norman, Oklahoma 73019, USA
| | - Jonathan Huff
- Russell School of Chemical Engineering, University of Tulsa, Tulsa, Oklahoma 74104, USA
| | - Daniel W Crunkleton
- Russell School of Chemical Engineering, University of Tulsa, Tulsa, Oklahoma 74104, USA
| | - Tyler W Johannes
- Russell School of Chemical Engineering, University of Tulsa, Tulsa, Oklahoma 74104, USA.
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Zhou W, Li W, Wang S, Salovska B, Hu Z, Tao B, Di Y, Punyamurtula U, Turk BE, Sessa WC, Liu Y. An optogenetic-phosphoproteomic study reveals dynamic Akt1 signaling profiles in endothelial cells. Nat Commun 2023; 14:3803. [PMID: 37365174 PMCID: PMC10293293 DOI: 10.1038/s41467-023-39514-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Accepted: 06/07/2023] [Indexed: 06/28/2023] Open
Abstract
The serine/threonine kinase AKT is a central node in cell signaling. While aberrant AKT activation underlies the development of a variety of human diseases, how different patterns of AKT-dependent phosphorylation dictate downstream signaling and phenotypic outcomes remains largely enigmatic. Herein, we perform a systems-level analysis that integrates methodological advances in optogenetics, mass spectrometry-based phosphoproteomics, and bioinformatics to elucidate how different intensity, duration, and pattern of Akt1 stimulation lead to distinct temporal phosphorylation profiles in vascular endothelial cells. Through the analysis of ~35,000 phosphorylation sites across multiple conditions precisely controlled by light stimulation, we identify a series of signaling circuits activated downstream of Akt1 and interrogate how Akt1 signaling integrates with growth factor signaling in endothelial cells. Furthermore, our results categorize kinase substrates that are preferably activated by oscillating, transient, and sustained Akt1 signals. We validate a list of phosphorylation sites that covaried with Akt1 phosphorylation across experimental conditions as potential Akt1 substrates. Our resulting dataset provides a rich resource for future studies on AKT signaling and dynamics.
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Affiliation(s)
- Wenping Zhou
- Department of Pharmacology, Yale University School of Medicine, New Haven, CT, 06510, USA
- Department of Cell Biology, Yale University School of Medicine, New Haven, CT, 06511, USA
- Vascular Biology & Therapeutics Program, Yale University School of Medicine, New Haven, CT, 06520, USA
| | - Wenxue Li
- Department of Pharmacology, Yale University School of Medicine, New Haven, CT, 06510, USA
- Cancer Biology Institute, Yale University School of Medicine, West Haven, CT, 06516, USA
| | - Shisheng Wang
- Department of Pulmonary and Critical Care Medicine, and Proteomics-Metabolomics Analysis Platform, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Barbora Salovska
- Department of Pharmacology, Yale University School of Medicine, New Haven, CT, 06510, USA
- Cancer Biology Institute, Yale University School of Medicine, West Haven, CT, 06516, USA
| | - Zhenyi Hu
- Department of Pharmacology, Yale University School of Medicine, New Haven, CT, 06510, USA
- Cancer Biology Institute, Yale University School of Medicine, West Haven, CT, 06516, USA
| | - Bo Tao
- Department of Pharmacology, Yale University School of Medicine, New Haven, CT, 06510, USA
- Vascular Biology & Therapeutics Program, Yale University School of Medicine, New Haven, CT, 06520, USA
| | - Yi Di
- Department of Pharmacology, Yale University School of Medicine, New Haven, CT, 06510, USA
- Cancer Biology Institute, Yale University School of Medicine, West Haven, CT, 06516, USA
| | - Ujwal Punyamurtula
- Master of Biotechnology ScM Program, Brown University, Providence, RI, 02912, USA
| | - Benjamin E Turk
- Department of Pharmacology, Yale University School of Medicine, New Haven, CT, 06510, USA
| | - William C Sessa
- Department of Pharmacology, Yale University School of Medicine, New Haven, CT, 06510, USA.
- Vascular Biology & Therapeutics Program, Yale University School of Medicine, New Haven, CT, 06520, USA.
| | - Yansheng Liu
- Department of Pharmacology, Yale University School of Medicine, New Haven, CT, 06510, USA.
- Cancer Biology Institute, Yale University School of Medicine, West Haven, CT, 06516, USA.
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14
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Chen J, Vishweshwaraiah YL, Mailman RB, Tabdanov ED, Dokholyan NV. A noncommutative combinatorial protein logic circuit controls cell orientation in nanoenvironments. SCIENCE ADVANCES 2023; 9:eadg1062. [PMID: 37235645 PMCID: PMC10219599 DOI: 10.1126/sciadv.adg1062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Accepted: 04/20/2023] [Indexed: 05/28/2023]
Abstract
Single-protein-based devices that integrate signal sensing with logical operations to generate functional outputs offer exceptional promise for monitoring and modulating biological systems. Engineering such intelligent nanoscale computing agents is challenging, as it requires the integration of sensor domains into a functional protein via intricate allosteric networks. We incorporate a rapamycin-sensitive sensor (uniRapR) and a blue light-responsive LOV2 domain into human Src kinase, creating a protein device that functions as a noncommutative combinatorial logic circuit. In our design, rapamycin activates Src kinase, causing protein localization to focal adhesions, whereas blue light exerts the reverse effect that inactivates Src translocation. Focal adhesion maturation induced by Src activation reduces cell migration dynamics and shifts cell orientation to align along collagen nanolane fibers. Using this protein device, we reversibly control cell orientation by applying the appropriate input signals, a framework that may be useful in tissue engineering and regenerative medicine.
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Affiliation(s)
- Jiaxing Chen
- Department of Pharmacology, Penn State College of Medicine, Hershey, PA 17033-0850, USA
| | | | - Richard B. Mailman
- Department of Pharmacology, Penn State College of Medicine, Hershey, PA 17033-0850, USA
| | - Erdem D. Tabdanov
- Department of Pharmacology, Penn State College of Medicine, Hershey, PA 17033-0850, USA
| | - Nikolay V. Dokholyan
- Department of Pharmacology, Penn State College of Medicine, Hershey, PA 17033-0850, USA
- Department of Biochemistry and Molecular Biology, Penn State College of Medicine, Hershey, PA 17033-0850, USA
- Department of Chemistry, Pennsylvania State University, University Park, PA 16802, USA
- Department of Biomedical Engineering, Pennsylvania State University, University Park, PA 16802, USA
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Xin N, Gao D, Su B, Zhou T, Zhu Y, Wu C, Wei D, Sun J, Fan H. Orange-Emissive Carbon Dots with High Photostability for Mitochondrial Dynamics Tracking in Living Cells. ACS Sens 2023; 8:1161-1172. [PMID: 36795996 DOI: 10.1021/acssensors.2c02451] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/18/2023]
Abstract
Mitochondria play significant roles in maintaining a stable internal environment for cell metabolism. Hence, real-time monitoring of the dynamics of mitochondria is essential for further understanding mitochondria-related diseases. Fluorescent probes provide powerful tools for visualizing dynamic processes. However, most mitochondria-targeted probes are derived from organic molecules with poor photostability, making long-term dynamic monitoring challenging. Herein, we design a novel mitochondria-targeted probe based on carbon dots with high performance for long-term tracking. Considering that the targeting ability of CDs is related to surface functional groups, which are generally determined by the reaction precursors, we successfully constructed mitochondria-targeted O-CDs with emission at 565 nm through solvothermal treatment of m-diethylaminophenol. The O-CDs are bright with a high quantum yield of 12.61%, high mitochondria-targeting ability, and good stability. The O-CDs possess a high quantum yield (12.61%), specific mitochondria-targeting ability, and outstanding optical stability. Owing to the abundant hydroxyl and ammonium cations on the surface, O-CDs showed obvious accumulation in mitochondria with a high colocalization coefficient of up to 0.90 and remained steady even after fixation. Besides, O-CDs showed outstanding compatibility and photostability under various interruptions or long-time irradiation. Therefore, O-CDs are preferable for the long-term tracking of dynamic mitochondrial behavior in live cells. We first observed the mitochondrial fission and fusion behaviors in HeLa cells, and then, the size, morphology, and distribution of mitochondria in physiological or pathological conditions were clearly recorded. More importantly, we observed different dynamics interactions between mitochondria and lipid droplets during the apoptosis and mitophagy processes. This study provides a potential tool for exploring interactions between mitochondria and other organelles, further promoting the research on mitochondria-related diseases.
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Affiliation(s)
- Nini Xin
- National Engineering Research Center for Biomaterials, College of Biomedical Engineering, Sichuan University, Chengdu 610064, Sichuan, China
| | - Dong Gao
- National Engineering Research Center for Biomaterials, College of Biomedical Engineering, Sichuan University, Chengdu 610064, Sichuan, China
| | - Borui Su
- National Engineering Research Center for Biomaterials, College of Biomedical Engineering, Sichuan University, Chengdu 610064, Sichuan, China
| | - Ting Zhou
- National Engineering Research Center for Biomaterials, College of Biomedical Engineering, Sichuan University, Chengdu 610064, Sichuan, China
| | - Yuda Zhu
- Laboratory of Ethnopharmacology, Tissue-Orientated Property of Chinese Medicine Key Laboratory of Sichuan Province, West China School of Pharmacy, West China Hospital, Sichuan University, Chengdu 610041, Sichuan, China
| | - Chengheng Wu
- National Engineering Research Center for Biomaterials, College of Biomedical Engineering, Sichuan University, Chengdu 610064, Sichuan, China
- Institute of Regulatory Science for Medical Devices, Sichuan University, Chengdu 610065, Sichuan, China
| | - Dan Wei
- National Engineering Research Center for Biomaterials, College of Biomedical Engineering, Sichuan University, Chengdu 610064, Sichuan, China
| | - Jing Sun
- National Engineering Research Center for Biomaterials, College of Biomedical Engineering, Sichuan University, Chengdu 610064, Sichuan, China
| | - Hongsong Fan
- National Engineering Research Center for Biomaterials, College of Biomedical Engineering, Sichuan University, Chengdu 610064, Sichuan, China
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