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Li G, Nichols EK, Browning VE, Longhi NJ, Sanchez-Forman M, Camplisson CK, Beliveau BJ, Noble WS. Predicting cell cycle stage from 3D single-cell nuclear-stained images. Life Sci Alliance 2025; 8:e202403067. [PMID: 40180577 PMCID: PMC11969383 DOI: 10.26508/lsa.202403067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2024] [Revised: 03/16/2025] [Accepted: 03/17/2025] [Indexed: 04/05/2025] Open
Abstract
The cell cycle governs the proliferation of all eukaryotic cells. Profiling cell cycle dynamics is therefore central to basic and biomedical research. However, current approaches to cell cycle profiling involve complex interventions that may confound experimental interpretation. We developed CellCycleNet, a machine learning (ML) workflow, to simplify cell cycle staging from fluorescent microscopy data with minimal experimenter intervention and cost. CellCycleNet accurately predicts cell cycle phase using only a fluorescent nuclear stain (DAPI) in fixed interphase cells. Using the Fucci2a cell cycle reporter system as ground truth, we collected two benchmarking image datasets and trained 2D and 3D ML models-of support vector machine and deep neural network architecture-to classify nuclei in the G1 or S/G2 phases. Our results show that 3D CellCycleNet outperforms support vector machine models on each dataset. When trained on two image datasets simultaneously, CellCycleNet achieves the highest classification accuracy (AUROC of 0.94-0.95). Overall, we found that using 3D features, rather than 2D features alone, significantly improves classification performance for all model architectures. We released our image data, models, and software as a community resource.
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Affiliation(s)
- Gang Li
- Department of Genome Sciences, University of Washington, Seattle, WA, USA
- eScience Institute, University of Washington, Seattle, WA, USA
| | - Eva K Nichols
- Department of Genome Sciences, University of Washington, Seattle, WA, USA
| | | | - Nicolas J Longhi
- Department of Genome Sciences, University of Washington, Seattle, WA, USA
| | | | - Conor K Camplisson
- Department of Genome Sciences, University of Washington, Seattle, WA, USA
| | - Brian J Beliveau
- Department of Genome Sciences, University of Washington, Seattle, WA, USA
- Brotman Baty Institute for Precision Medicine, Seattle, WA, USA
| | - William Stafford Noble
- Department of Genome Sciences, University of Washington, Seattle, WA, USA
- Paul G. Allen School of Computer Science and Engineering, University of Washington, Seattle, WA, USA
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2
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Ramkumar N, Richardson C, O'Brien M, Butt FA, Park J, Chao AT, Bagnat M, Poss KD, Di Talia S. Phased ERK responsiveness and developmental robustness regulate teleost skin morphogenesis. Proc Natl Acad Sci U S A 2025; 122:e2410430122. [PMID: 40042905 PMCID: PMC11912398 DOI: 10.1073/pnas.2410430122] [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: 05/24/2024] [Accepted: 01/09/2025] [Indexed: 03/12/2025] Open
Abstract
Elongation of the vertebrate embryonic axis necessitates rapid expansion of the epidermis to accommodate the growth of underlying tissues. Here, we generated a toolkit to visualize and quantify signaling in entire cell populations of the periderm, the outermost layer of the epidermis, in live developing zebrafish. We find that oriented cell divisions facilitate growth of the early periderm during axial elongation rather than cell addition from the basal layer. Activity levels of Extracellular signal-regulated kinase (ERK), a downstream effector of the MAPK pathway, gauged by a live biosensor, predict cell cycle entry, and optogenetic ERK activation regulates cell cycling dynamics. As development proceeds, rates of peridermal cell proliferation decrease, and ERK activity becomes more pulsatile and functionally transitions to promote hypertrophic cell growth. Targeted genetic blockade of cell division generates animals with oversized periderm cells, yet, unexpectedly, development to adulthood is not impaired. Our findings reveal stage-dependent differential responsiveness to ERK signaling and marked developmental robustness in growing teleost skin.
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Affiliation(s)
- Nitya Ramkumar
- Department of Cell Biology, Duke University Medical Center, Durham, NC27710
- Duke Regeneration Center, Duke University Medical Center, Durham, NC27710
- Duke Center for Quantitative Living Systems, Duke University Medical Center, Durham, NC27710
| | - Christian Richardson
- Department of Cell Biology, Duke University Medical Center, Durham, NC27710
- Duke Center for Quantitative Living Systems, Duke University Medical Center, Durham, NC27710
| | - Makinnon O'Brien
- Department of Cell Biology, Duke University Medical Center, Durham, NC27710
| | - Faraz Ahmed Butt
- Department of Cell Biology, Duke University Medical Center, Durham, NC27710
- Duke Regeneration Center, Duke University Medical Center, Durham, NC27710
| | - Jieun Park
- Department of Cell Biology, Duke University Medical Center, Durham, NC27710
| | - Anna T. Chao
- Department of Cell Biology, Duke University Medical Center, Durham, NC27710
- Duke Center for Quantitative Living Systems, Duke University Medical Center, Durham, NC27710
| | - Michel Bagnat
- Department of Cell Biology, Duke University Medical Center, Durham, NC27710
| | - Kenneth D. Poss
- Department of Cell Biology, Duke University Medical Center, Durham, NC27710
- Duke Regeneration Center, Duke University Medical Center, Durham, NC27710
- Morgridge Institute for Research, Madison, WI53715
- Department of Cell and Regenerative Biology, University of Wisconsin-Madison, WI53705
| | - Stefano Di Talia
- Department of Cell Biology, Duke University Medical Center, Durham, NC27710
- Duke Regeneration Center, Duke University Medical Center, Durham, NC27710
- Duke Center for Quantitative Living Systems, Duke University Medical Center, Durham, NC27710
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC27710
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3
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Esquer H, Zhou Q, LaBarbera DV. Targeted Inhibition of CHD1L by OTI-611 Reprograms Chemotherapy and Targeted Therapy-Induced Cell Cycle Arrest and Suppresses Proliferation to Produce Synergistic Antitumor Effects in Breast and Colorectal Cancer. Cells 2025; 14:318. [PMID: 40072047 PMCID: PMC11898988 DOI: 10.3390/cells14050318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2025] [Revised: 02/08/2025] [Accepted: 02/11/2025] [Indexed: 03/15/2025] Open
Abstract
The second and third most frequently diagnosed cancers worldwide are breast (2.3 million new cases) and colorectal (1.9 million new cases), respectively. Although advances in cancer therapies and early detection have improved the overall survival of patients, patients still develop resistance or cancer recurrence. Thus, the development of novel therapies that can affect multiple mechanisms of drug resistance and cell survival is ideal for the treatment of advanced and metastatic cancers. CHD1L is a novel oncogenic protein involved in regulating chromatin remodeling, DNA damage repair, epithelial-mesenchymal transition (EMT), and programmed cell death via PARthanatos. Herein, we assess in real-time how the CHD1L inhibitor (CHD1Li) OTI-611 modulates cell cycle progression in Colo678, SUM149PT, and SW620 cell lines. By utilizing a cell cycle reporter, we tracked the real-time cell cycle progression of cancer cells treated with OTI-611 alone and in combination with standard-of-care (SOC) therapies. Our results indicate that OTI-611 causes G1 phase cell cycle arrest through a CHD1L-mediated mechanism that regulates Cyclin D1 expression and localization. As a result of this mechanism, OTI-611 can reprogram the cell cycle effects of other antitumor agents to modulate and arrest cells in G1 when used in combination, including agents commonly known to arrest cells in the G2/M phase. Therefore, we conclude that OTI-611-induced G1 arrest represents a critical component of its unique mechanism of action, contributing significantly to its anticancer activity.
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Affiliation(s)
- Hector Esquer
- Department of Pharmaceutical Sciences, The Skaggs School of Pharmacy and Pharmaceutical Sciences, The University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA; (H.E.); (Q.Z.)
- The Center for Drug Discovery, The University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
- The University of Colorado Cancer Center, Aurora, CO 80045, USA
| | - Qiong Zhou
- Department of Pharmaceutical Sciences, The Skaggs School of Pharmacy and Pharmaceutical Sciences, The University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA; (H.E.); (Q.Z.)
- The Center for Drug Discovery, The University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
- The University of Colorado Cancer Center, Aurora, CO 80045, USA
| | - Daniel V. LaBarbera
- Department of Pharmaceutical Sciences, The Skaggs School of Pharmacy and Pharmaceutical Sciences, The University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA; (H.E.); (Q.Z.)
- The Center for Drug Discovery, The University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
- The University of Colorado Cancer Center, Aurora, CO 80045, USA
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4
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Fujimaki K, Jambhekar A, Lahav G. DNA damage checkpoints balance a tradeoff between diploid- and polyploid-derived arrest failures. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.02.14.638318. [PMID: 39990415 PMCID: PMC11844538 DOI: 10.1101/2025.02.14.638318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 02/25/2025]
Abstract
The DNA damage checkpoint system ensures genomic integrity by preventing the division of damaged cells. This system operates primarily through theG 1 ∕ S andG 2 ∕ M checkpoints, which are susceptible to failure; how these checkpoints coordinate quantitatively to ensure optimal cellular outcomes remains unclear. In this study, we exposed non-cancerous human cells to exogenous DNA damage and used single-cell imaging to monitor spontaneous arrest failure. We discovered that cells fail to arrest in two major paths, resulting in two types with distinct characteristics, including ploidy, nuclear morphology, and micronuclei composition. Computational simulations and experiments revealed strengthening one checkpoint reduced one mode of arrest failure but increased the other, leading to a critical tradeoff for optimizing total arrest failure rates. Our findings suggest optimal checkpoint strengths for minimizing total error are inherently suboptimal for any single failure type, elucidating the systemic cause of genomic instability and tetraploid-like cells in response to DNA damage.
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Affiliation(s)
- Kotaro Fujimaki
- Department of Systems Biology, Harvard Medical School, Boston, MA 02115, USA
| | - Ashwini Jambhekar
- Department of Systems Biology, Harvard Medical School, Boston, MA 02115, USA
- Ludwig Center at Harvard Medical School
| | - Galit Lahav
- Department of Systems Biology, Harvard Medical School, Boston, MA 02115, USA
- Ludwig Center at Harvard Medical School
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5
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Ligasová A, Frydrych I, Piskláková B, Friedecký D, Koberna K. The kinetics of uracil-N-glycosylase distribution inside replication foci. Sci Rep 2025; 15:3026. [PMID: 39849039 PMCID: PMC11757751 DOI: 10.1038/s41598-024-84408-x] [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: 10/14/2024] [Accepted: 12/23/2024] [Indexed: 01/25/2025] Open
Abstract
Mismatched nucleobase uracil is commonly repaired through the base excision repair initiated by DNA uracil glycosylases. The data presented in this study strongly indicate that the nuclear uracil-N-glycosylase activity and nuclear protein content in human cell lines is highest in the S phase of the cell cycle and that its distribution kinetics partially reflect the DNA replication activity in replication foci. In this respect, the data demonstrate structural changes of the replication focus related to the uracil-N-glycosylase distribution several dozens of minutes before end of its replication. The analysis also showed that very popular synchronisation protocols based on the double thymidine block can result in changes in the UNG2 content and uracil excision rate. In response, we propose a new method for the description of the changes of the content and the activity of different cell components during cell cycle without the necessity to use synchronisation protocols.
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Affiliation(s)
- Anna Ligasová
- Institute of Molecular and Translational Medicine, Faculty of Medicine and Dentistry, Palacký University Olomouc, Olomouc, Czech Republic.
| | - Ivo Frydrych
- Institute of Molecular and Translational Medicine, Faculty of Medicine and Dentistry, Palacký University Olomouc, Olomouc, Czech Republic
| | - Barbora Piskláková
- Institute of Molecular and Translational Medicine, Faculty of Medicine and Dentistry, Palacký University Olomouc, Olomouc, Czech Republic
- Laboratory of Inherited Metabolic Disorders, Department of Clinical Chemistry, Palacký University and University Hospital Olomouc, Olomouc, Czech Republic
| | - David Friedecký
- Laboratory of Inherited Metabolic Disorders, Department of Clinical Chemistry, Palacký University and University Hospital Olomouc, Olomouc, Czech Republic
| | - Karel Koberna
- Institute of Molecular and Translational Medicine, Faculty of Medicine and Dentistry, Palacký University Olomouc, Olomouc, Czech Republic.
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6
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Yamada S, Johnson AN, Yang S. A Transgenic Method to Measure Mitotic Exit in Drosophila Embryos. Methods Mol Biol 2025; 2874:1-8. [PMID: 39614042 DOI: 10.1007/978-1-0716-4236-8_1] [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] [Indexed: 12/01/2024]
Abstract
Mitotic exit is a necessary step for highly specialized cells to terminally differentiate and acquire unique functions. The FUCCI system can be used to visualize mitotic and post-mitotic cells during development and regeneration in both live organisms and fixed tissues. Here we describe a Fly-FUCCI protocol for assaying mitotic exit in Drosophila embryos.
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Affiliation(s)
- Shige Yamada
- Department of Developmental Biology, Washington University School of Medicine in St. Louis, St. Louis, MO, USA
| | - Aaron N Johnson
- Department of Developmental Biology, Washington University School of Medicine in St. Louis, St. Louis, MO, USA
| | - Shuo Yang
- Department of Genetics and Genetics Engineering, School of Life Science, Fudan University, Shanghai, China.
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7
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Fu J, Ni Q, Wu Y, Gupta A, Ge Z, Yang H, Afrida Y, Barman I, Sun S. Cells Prioritize the Regulation of Cell Mass Density. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.12.10.627803. [PMID: 39713365 PMCID: PMC11661194 DOI: 10.1101/2024.12.10.627803] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2024]
Abstract
A cell's global physical state is characterized by its volume and dry mass. The ratio of cell mass to volume is the cell mass density (CMD), which is also a measure of macromolecular crowding and concentrations of all proteins. Using the Fluorescence eXclusion method (FXm) and Quantitative Phase Microscopy (QPM), we investigate CMD dynamics after exposure to sudden media osmolarity change. We find that while the cell volume and mass exhibit complex behavior after osmotic shock, CMD follows a straightforward monotonic recovery in 48 hours. The recovery is cell-cycle independent and relies on a coordinated adjustment of protein synthesis and volume growth rates. Surprisingly, we find that the protein synthesis rate decreases when CMD increases. This result is explained by CMD-dependent nucleoplasm-cytoplasm transport, which serves as negative regulatory feedback on CMD. The Na+/H+ exchanger NHE plays a role in regulating CMD by affecting both protein synthesis and volume change. Taken together, we reveal that cells possess a robust control system that actively regulates CMD during environmental change.
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8
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Li X, Liu M, Xing Y, Niu Y, Liu TH, Sun JL, Liu Y, Hemba-Waduge RUS, Ji JY. Distinct effects of CDK8 module subunits on cellular growth and proliferation in Drosophila. Development 2024; 151:dev203111. [PMID: 39531377 PMCID: PMC11634032 DOI: 10.1242/dev.203111] [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: 05/30/2024] [Accepted: 11/01/2024] [Indexed: 11/16/2024]
Abstract
The Mediator complex plays a pivotal role in facilitating RNA polymerase II-dependent transcription in eukaryotes. Within this complex, the CDK8 kinase module (CKM), comprising CDK8, Cyclin C (CycC), Med12 and Med13, serves as a dissociable subcomplex that modulates the activity of the small Mediator complex. Genetic studies in Drosophila have revealed distinct phenotypes associated with mutations in CKM subunits, but the underlying mechanisms have remained unclear. Using Drosophila as a model, we generated transgenic strains to deplete individually or simultaneously the four CKM subunits in all possible combinations, uncovering unique phenotypes in the eyes and wings. Depletion of CDK8-CycC enhanced E2F1 target gene expression and promoted cell-cycle progression, whereas Med12-Med13 depletion had no significant impact on these processes. Instead, depleting Med12-Med13 altered the expression of ribosomal protein genes and fibrillarin, and reduced nascent protein synthesis, indicating a severe reduction in ribosome biogenesis and cellular growth compared to the loss of CDK8-CycC. These findings reveal distinct in vivo roles for CKM subunits, with Med12-Med13 disruption having a more pronounced effect on ribosome biogenesis and protein synthesis than CDK8-CycC loss.
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Affiliation(s)
- Xiao Li
- Department of Molecular and Cellular Medicine, College of Medicine, Texas A&M University Health Science Center, College Station, TX 77843, USA
| | - Mengmeng Liu
- Department of Biochemistry and Molecular Biology, Tulane University School of Medicine, Louisiana Cancer Research Center, 1700 Tulane Avenue, New Orleans, LA 70112, USA
| | - Yue Xing
- Department of Pathology and Lab Medicine, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Ye Niu
- Department of Molecular and Cellular Medicine, College of Medicine, Texas A&M University Health Science Center, College Station, TX 77843, USA
| | - Tzu-Hao Liu
- Department of Biochemistry and Molecular Biology, Tulane University School of Medicine, Louisiana Cancer Research Center, 1700 Tulane Avenue, New Orleans, LA 70112, USA
| | - Jasmine L. Sun
- Department of Biochemistry and Molecular Biology, Tulane University School of Medicine, Louisiana Cancer Research Center, 1700 Tulane Avenue, New Orleans, LA 70112, USA
| | - Yanwu Liu
- Department of Molecular and Cellular Medicine, College of Medicine, Texas A&M University Health Science Center, College Station, TX 77843, USA
| | - Rajitha-Udakara-Sampath Hemba-Waduge
- Department of Biochemistry and Molecular Biology, Tulane University School of Medicine, Louisiana Cancer Research Center, 1700 Tulane Avenue, New Orleans, LA 70112, USA
| | - Jun-Yuan Ji
- Department of Molecular and Cellular Medicine, College of Medicine, Texas A&M University Health Science Center, College Station, TX 77843, USA
- Department of Biochemistry and Molecular Biology, Tulane University School of Medicine, Louisiana Cancer Research Center, 1700 Tulane Avenue, New Orleans, LA 70112, USA
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9
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Ay M, Veleva D, Chowdhury M, Drljaca S, Sobanski T, Prowse ABJ, Ovchinnikov DA. An inducible iFUCCI reporter cell line for tracking cell cycle dynamics in human pluripotent stem cells and their differentiated progeny. Stem Cell Res 2024; 81:103614. [PMID: 39571285 DOI: 10.1016/j.scr.2024.103614] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2024] [Accepted: 11/14/2024] [Indexed: 12/15/2024] Open
Abstract
An ability to monitor cell cycle progression in real time has numerous applications in pluripotent stem cell-based models and therapeutics development. Fluorescence Ubiquitination-based Cell Cycle Indicator (FUCCI) systems enable live monitoring of the cell cycle in stem cells and their differentiated progenies in a non-invasive manner. We describe the generation and characterisation of a cell line with a doxycycline-inducible reporter system, iFUCCI, in the human embryonic stem cell (hESC) line MEL-1. MEL-1 iFUCCI hESCs exhibited a normal karyotype, expressed markers of the undifferentiated state, and demonstrated expected differentiation potential by giving rise to cell populations from all three germ layers.
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Affiliation(s)
- Merve Ay
- StemCore, The Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, St Lucia 4072, QLD, Australia
| | - Desi Veleva
- StemCore, The Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, St Lucia 4072, QLD, Australia.
| | - Mohammad Chowdhury
- StemCore, The Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, St Lucia 4072, QLD, Australia
| | - Sonja Drljaca
- StemCore, The Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, St Lucia 4072, QLD, Australia
| | - Thais Sobanski
- StemCore, The Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, St Lucia 4072, QLD, Australia
| | - Andrew B J Prowse
- StemCore, The Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, St Lucia 4072, QLD, Australia
| | - Dmitry A Ovchinnikov
- StemCore, The Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, St Lucia 4072, QLD, Australia; The Florey, The University of Melbourne, 30 Royal Parade, Melbourne, VIC 3010, Australia
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10
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Chen YL, Chen YC, Suzuki A. ImmunoCellCycle-ID - a high-precision immunofluorescence-based method for cell cycle identification. J Cell Sci 2024; 137:jcs263414. [PMID: 39564775 DOI: 10.1242/jcs.263414] [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: 07/01/2024] [Accepted: 10/18/2024] [Indexed: 11/21/2024] Open
Abstract
The cell cycle is a fundamental process essential for cell proliferation, differentiation and development. It consists of four major phases: G1, S, G2 and M. These phases collectively drive the reproductive cycle and are meticulously regulated by various proteins that play crucial roles in both the prevention and progression of cancer. Traditional methods for studying these functions, such as flow cytometry, require a substantial number of cells to ensure accuracy. In this study, we have developed a user-friendly immunofluorescence-based method for identifying cell cycle stages, providing single-cell resolution and precise identification of G1, early/mid S, late S, early/mid G2, late G2, and each sub-stage of the M phase using fluorescence microscopy called ImmunoCellCycle-ID. This method provides high-precision cell cycle identification and can serve as an alternative to, or in combination with, traditional flow cytometry to dissect detailed sub-stages of the cell cycle in a variety of cell lines.
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Affiliation(s)
- Yu-Lin Chen
- McArdle Laboratory for Cancer Research, Department of Oncology, University of Wisconsin-Madison, Madison, Wisconsin, 53705, USA
| | - Yu-Chia Chen
- McArdle Laboratory for Cancer Research, Department of Oncology, University of Wisconsin-Madison, Madison, Wisconsin, 53705, USA
- Molecular and Cellular Pharmacology Graduate Program, University of Wisconsin-Madison, Madison, Wisconsin, 53705, USA
| | - Aussie Suzuki
- McArdle Laboratory for Cancer Research, Department of Oncology, University of Wisconsin-Madison, Madison, Wisconsin, 53705, USA
- Molecular and Cellular Pharmacology Graduate Program, University of Wisconsin-Madison, Madison, Wisconsin, 53705, USA
- Carbone Comprehensive Cancer Center, University of Wisconsin-Madison, Madison, Wisconsin, 53705, USA
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11
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Liu Z, Tanke NT, Neal A, Yu T, Branch T, Sharma A, Cook JG, Bautch VL. Differential endothelial cell cycle status in postnatal retinal vessels revealed using a novel PIP-FUCCI reporter and zonation analysis. Angiogenesis 2024; 27:681-689. [PMID: 38795286 PMCID: PMC11564245 DOI: 10.1007/s10456-024-09920-0] [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: 12/21/2023] [Accepted: 04/15/2024] [Indexed: 05/27/2024]
Abstract
Cell cycle regulation is critical to blood vessel formation and function, but how the endothelial cell cycle integrates with vascular regulation is not well-understood, and available dynamic cell cycle reporters do not precisely distinguish all cell cycle stage transitions in vivo. Here we characterized a recently developed improved cell cycle reporter (PIP-FUCCI) that precisely delineates S phase and the S/G2 transition. Live image analysis of primary endothelial cells revealed predicted temporal changes and well-defined stage transitions. A new inducible mouse cell cycle reporter allele was selectively expressed in postnatal retinal endothelial cells upon Cre-mediated activation and predicted endothelial cell cycle status. We developed a semi-automated zonation program to define endothelial cell cycle status in spatially defined and developmentally distinct retinal areas and found predicted cell cycle stage differences in arteries, veins, and remodeled and angiogenic capillaries. Surprisingly, the predicted dearth of S-phase proliferative tip cells relative to stalk cells at the vascular front was accompanied by an unexpected enrichment for endothelial tip and stalk cells in G2, suggesting G2 stalling as a contribution to tip-cell arrest and dynamics at the front. Thus, this improved reporter precisely defines endothelial cell cycle status in vivo and reveals novel G2 regulation that may contribute to unique aspects of blood vessel network expansion.
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Affiliation(s)
- Ziqing Liu
- Department of Biology, CB 3280, The University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
- Department of Physiology, Medical College of Wisconsin, Milwaukee, WI, 53226, USA
| | - Natalie T Tanke
- Curriculum in Cell Biology and Physiology, The University of North Carolina, Chapel Hill, NC, USA
| | - Alexandra Neal
- Department of Biology, CB 3280, The University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Tianji Yu
- Department of Biology, CB 3280, The University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Tershona Branch
- Department of Biology, CB 3280, The University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Arya Sharma
- Department of Biology, CB 3280, The University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Jean G Cook
- Department of Biochemistry and Biophysics, The University of North Carolina, Chapel Hill, NC, USA
| | - Victoria L Bautch
- Department of Biology, CB 3280, The University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA.
- Curriculum in Cell Biology and Physiology, The University of North Carolina, Chapel Hill, NC, USA.
- McAllister Heart Institute, The University of North Carolina, Chapel Hill, NC, USA.
- Lineberger Comprehensive Cancer Center, The University of North Carolina, Chapel Hill, NC, USA.
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12
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Song HH, Choi H, Kim S, Kim HG, An S, Kim S, Jang H. Nitrogen-doped carbon quantum dot regulates cell proliferation and differentiation by endoplasmic reticulum stress. Anim Cells Syst (Seoul) 2024; 28:481-494. [PMID: 39364144 PMCID: PMC11448352 DOI: 10.1080/19768354.2024.2409452] [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: 02/05/2024] [Revised: 03/19/2024] [Accepted: 04/25/2024] [Indexed: 10/05/2024] Open
Abstract
Quantum dots have diverse biomedical applications, from constructing biological infrastructures like medical imaging to advancing pharmaceutical research. However, concerns about human health arise due to the toxic potential of quantum dots based on heavy metals. Therefore, research on quantum dots has predominantly focused on oxidative stress, cell death, and other broader bodily toxicities. This study investigated the toxicity and cellular responses of mouse embryonic stem cells (mESCs) and mouse adult stem cells (mASCs) to nitrogen-doped carbon quantum dots (NCQDs) made of non-metallic materials. Cells were exposed to NCQDs, and we utilized a fluorescent ubiquitination-based cell system to verify whether NCQDs induce cytotoxicity. Furthermore, we validated the differentiation-inducing impact of NCQDs by utilizing embryonic stem cells equipped with the Oct4 enhancer-GFP reporter system. By analyzing gene expression including Crebzf, Chop, and ATF6, we also observed that NCQDs robustly elicited endoplasmic reticulum (ER) stress. We confirmed that NCQDs induced cytotoxicity and abnormal differentiation. Interestingly, we also confirmed that low concentrations of NCQDs stimulated cell proliferation in both mESCs and mASCs. In conclusion, NCQDs modulate cell death, proliferation, and differentiation in a concentration-dependent manner. Indiscriminate biological applications of NCQDs have the potential to cause cancer development by affecting normal cell division or to fail to induce normal differentiation by affecting embryonic development during pregnancy. Therefore, we propose that future biomedical applications of NCQDs necessitate comprehensive and diverse biological studies.
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Affiliation(s)
- Hyun Hee Song
- Department of Life Science, Jeonbuk National University, Jeonju, Republic of Korea
| | - Hyunwoo Choi
- Department of Animal Science, Jeonbuk National University, Jeonju, Republic of Korea
| | - Seonghan Kim
- School of Chemical Engineering, Clean Energy Research Center, Jeonbuk National University, Jeonju, Republic of Korea
| | - Hwan Gyu Kim
- Department of Life Science, Jeonbuk National University, Jeonju, Republic of Korea
| | - Sangmin An
- Department of Physics, Jeonbuk National University, Jeonju, Republic of Korea
| | - Sejung Kim
- School of Chemical Engineering, Clean Energy Research Center, Jeonbuk National University, Jeonju, Republic of Korea
- Department of JBNU-KIST Industry-Academia Convergence Research, Jeonbuk National University, Jeonju, Republic of Korea
| | - Hoon Jang
- Department of Life Science, Jeonbuk National University, Jeonju, Republic of Korea
- Quantabiom Co., Ltd., Jeonju, Republic of Korea
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13
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Ecker A, Lázár B, Tóth RI, Urbán M, Hoffmann OI, Fekete Z, Barta E, Uher F, Matula Z, Várkonyi E, Gócza E. Creating a novel method for chicken primordial germ cell health monitoring using the fluorescent ubiquitination-based cell cycle indicator reporter system. Poult Sci 2024; 103:104144. [PMID: 39173570 PMCID: PMC11382113 DOI: 10.1016/j.psj.2024.104144] [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: 06/02/2024] [Accepted: 07/25/2024] [Indexed: 08/24/2024] Open
Abstract
The most current in vitro genetic methods, including gene preservation, gene editing and developmental modelling, require a significant number of healthy cells. In poultry species, primordial germ cells (PGCs) are great candidates for all the above-mentioned purposes, given their easy culturing and well-established freezing method for chicken. However, the constant monitoring of cultures can be financially challenging and consumes large amounts of solutions and accessories. This study aimed to introduce the Fluorescent Ubiquitination-based Cell Cycle Indicator (FUCCI) complex into the chicken PGCs. FUCCI is a powerful transgenic tool based on the periodic protein expression changes during the cell cycle. It includes chromatin licensing and DNA replication factor 1 attached monomeric Kusabira-Orange and Geminin-attached monomeric Azami-Green fluorescent proteins, that cause the cells to express a red signal in the G1 phase and a green signal in S and G2 phases. Modification of the chicken PGCs was done via electroporation and deemed to be successful according to confocal microscopy, DNA sequencing and timelapse video analysis. Stable clone cell lines were established, cryopreserved, and injected into recipient embryos to prove the integrational competency. The cell health monitoring was tested with medium change experiments, that proved the intended reactions of the FUCCI transgene. These results established the future for FUCCI experiments in chicken, including heat treatment and toxin treatment.
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Affiliation(s)
- András Ecker
- Institute of Genetics and Biotechnology, Hungarian University of Agriculture and Life Sciences, Gödöllő, 2100 Hungary; Agribiotechnology and Precision Breeding for Food Security National Laboratory, Gödöllő, 2100 Hungary
| | - Bence Lázár
- Institute of Genetics and Biotechnology, Hungarian University of Agriculture and Life Sciences, Gödöllő, 2100 Hungary; Agribiotechnology and Precision Breeding for Food Security National Laboratory, Gödöllő, 2100 Hungary; National Centre for Biodiversity and Gene Conservation, Gödöllő, 2100 Hungary
| | - Roland I Tóth
- Institute of Genetics and Biotechnology, Hungarian University of Agriculture and Life Sciences, Gödöllő, 2100 Hungary; Agribiotechnology and Precision Breeding for Food Security National Laboratory, Gödöllő, 2100 Hungary
| | - Martin Urbán
- Institute of Genetics and Biotechnology, Hungarian University of Agriculture and Life Sciences, Gödöllő, 2100 Hungary; Agribiotechnology and Precision Breeding for Food Security National Laboratory, Gödöllő, 2100 Hungary
| | - Orsolya I Hoffmann
- Institute of Genetics and Biotechnology, Hungarian University of Agriculture and Life Sciences, Gödöllő, 2100 Hungary; Agribiotechnology and Precision Breeding for Food Security National Laboratory, Gödöllő, 2100 Hungary
| | - Zsófia Fekete
- Institute of Genetics and Biotechnology, Hungarian University of Agriculture and Life Sciences, Gödöllő, 2100 Hungary; Department of Environmental and Biological Sciences, University of Eastern Finland, Joensuu, 80101 Finland
| | - Endre Barta
- Institute of Genetics and Biotechnology, Hungarian University of Agriculture and Life Sciences, Gödöllő, 2100 Hungary; Department of Biochemistry and Molecular Biology, Faculty of Medicine, University of Debrecen, Debrecen, 4032 Hungary
| | - Ferenc Uher
- National Institute of Hematology and Infectology, Budapest, 1097 Hungary
| | - Zsolt Matula
- National Institute of Hematology and Infectology, Budapest, 1097 Hungary
| | - Eszter Várkonyi
- National Centre for Biodiversity and Gene Conservation, Gödöllő, 2100 Hungary
| | - Elen Gócza
- Institute of Genetics and Biotechnology, Hungarian University of Agriculture and Life Sciences, Gödöllő, 2100 Hungary; Agribiotechnology and Precision Breeding for Food Security National Laboratory, Gödöllő, 2100 Hungary.
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14
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van Gemert F, Drakaki A, Lozano IM, de Groot D, Uiterkamp M, Proost N, Lieftink C, van de Ven M, Beijersbergen R, Jacobs H, te Riele H. ADARp150 counteracts whole genome duplication. Nucleic Acids Res 2024; 52:10370-10384. [PMID: 39189458 PMCID: PMC11417406 DOI: 10.1093/nar/gkae700] [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: 03/08/2024] [Revised: 07/10/2024] [Accepted: 08/07/2024] [Indexed: 08/28/2024] Open
Abstract
Impaired control of the G1/S checkpoint allows initiation of DNA replication under non-permissive conditions. Unscheduled S-phase entry is associated with DNA replication stress, demanding for other checkpoints or cellular pathways to maintain proliferation. Here, we uncovered a requirement for ADARp150 to sustain proliferation of G1/S-checkpoint-defective cells under growth-restricting conditions. Besides its well-established mRNA editing function in inversely oriented short interspersed nuclear elements (SINEs), we found ADARp150 to exert a critical function in mitosis. ADARp150 depletion resulted in tetraploidization, impeding cell proliferation in mitogen-deprived conditions. Mechanistically we show that ADAR1 depletion induced aberrant expression of Cyclin B3, which was causative for mitotic failure and whole-genome duplication. Finally, we find that also in vivo ADAR1-depletion-provoked tetraploidization hampers tumor outgrowth.
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Affiliation(s)
- Frank van Gemert
- Division of Tumor Biology and Immunology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Alexandra Drakaki
- Division of Tumor Biology and Immunology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Isabel Morales Lozano
- Division of Tumor Biology and Immunology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Daniël de Groot
- Division of Tumor Biology and Immunology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Maud Schoot Uiterkamp
- Division of Tumor Biology and Immunology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Natalie Proost
- Mouse Clinic for Cancer and Aging Research, Preclinical Intervention Unit, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Cor Lieftink
- Division of Molecular Carcinogenesis, NKI Robotics and Screening Center, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Marieke van de Ven
- Mouse Clinic for Cancer and Aging Research, Preclinical Intervention Unit, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Roderick L Beijersbergen
- Division of Molecular Carcinogenesis, NKI Robotics and Screening Center, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Heinz Jacobs
- Division of Tumor Biology and Immunology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Hein te Riele
- Division of Tumor Biology and Immunology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
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15
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Mehta S, Buyanbat A, Kai Y, Orkin SH. Mechanistic and kinetic insights into transcription factor biology via acute protein depletion. Exp Hematol 2024; 137:104250. [PMID: 38862078 DOI: 10.1016/j.exphem.2024.104250] [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: 03/25/2024] [Revised: 05/31/2024] [Accepted: 06/03/2024] [Indexed: 06/13/2024]
Abstract
Genetic downregulation of the BCL11A transcription factor (TF) reverses the switch from fetal to adult hemoglobin and is effective in treating β-hemoglobinopathies. Genetic ablation results in a gradual reduction in protein abundance and does not lend itself to the analysis of the immediate consequences of protein loss or the determination of the direct interactors/targets of the protein of interest. We achieved acute degradation of the largely disordered and 'undruggable' BCL11A protein by fusing it with a conditional degradation (degron) tag, FKBP12F36V, called degradable tags (dTAG). Small molecules then depleted the BCL11A-dTAG through endogenous proteolytic pathways. By integrating acute depletion with nascent transcriptomics and cell cycle separation techniques, we demonstrate the necessity of BCL11A occupancy at the target chromatin for sustained transcriptional repression in erythroid cells. We advocate for expanding the exploration of TF function to include acute depletion, which holds the potential to unveil unprecedented kinetic insights into TF mechanisms of action.
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Affiliation(s)
- Stuti Mehta
- Dana Farber/Boston Children's Hospital Cancer and Blood Disorder Center, Department of Pediatrics, Harvard Medical School, Boston, MA
| | - Altantsetseg Buyanbat
- Dana Farber/Boston Children's Hospital Cancer and Blood Disorder Center, Department of Pediatrics, Harvard Medical School, Boston, MA
| | - Yan Kai
- Dana Farber/Boston Children's Hospital Cancer and Blood Disorder Center, Department of Pediatrics, Harvard Medical School, Boston, MA
| | - Stuart H Orkin
- Dana Farber/Boston Children's Hospital Cancer and Blood Disorder Center, Department of Pediatrics, Harvard Medical School, Boston, MA; Boston Children's Hospital, Howard Hughes Medical Institute, Harvard Medical School, Boston, MA.
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16
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Li G, Nichols EK, Browning VE, Longhi NJ, Camplisson C, Beliveau BJ, Noble WS. Predicting cell cycle stage from 3D single-cell nuclear-stained images. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.08.30.610553. [PMID: 39257739 PMCID: PMC11383680 DOI: 10.1101/2024.08.30.610553] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 09/12/2024]
Abstract
The cell cycle governs the proliferation, differentiation, and regeneration of all eukaryotic cells. Profiling cell cycle dynamics is therefore central to basic and biomedical research spanning development, health, aging, and disease. However, current approaches to cell cycle profiling involve complex interventions that may confound experimental interpretation. To facilitate more efficient cell cycle annotation of microscopy data, we developed CellCycleNet, a machine learning (ML) workflow designed to simplify cell cycle staging with minimal experimenter intervention and cost. CellCycleNet accurately predicts cell cycle phase using only a fluorescent nuclear stain (DAPI) in fixed interphase cells. Using the Fucci2a cell cycle reporter system as ground truth, we collected two benchmarking image datasets and trained two ML models-a support vector machine (SVM) and a deep neural network-to classify nuclei as being in either the G1 or S/G2 phases of the cell cycle. Our results suggest that CellCycleNet outperforms state-of-the-art SVM models on each dataset individually. When trained on two image datasets simultaneously, CellCycleNet achieves the highest classification accuracy, with an improvement in AUROC of 0.08-0.09. The model also demonstrates excellent generalization across different microscopes, achieving an AUROC of 0.95. Overall, using features derived from 3D images, rather than 2D projections of those same images, significantly improves classification performance. We have released our image data, trained models, and software as a community resource.
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Affiliation(s)
- Gang Li
- Department of Genome Sciences, University of Washington
- eScience Institute, University of Washington
| | | | | | | | | | - Brian J. Beliveau
- Department of Genome Sciences, University of Washington
- Brotman Baty Institute for Precision Medicine, Seattle, WA 98195, USA
| | - William Stafford Noble
- Department of Genome Sciences, University of Washington
- Paul G. Allen School of Computer Science and Engineering, University of Washington
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17
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Chen YL, Chen YC, Suzuki A. ImmunoCellCycle-ID: A high-precision immunofluorescence-based method for cell cycle identification. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.08.14.607961. [PMID: 39185179 PMCID: PMC11343203 DOI: 10.1101/2024.08.14.607961] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 08/27/2024]
Abstract
The cell cycle is a fundamental process essential for cell proliferation, differentiation, and development. It consists of four major phases: G1, S, G2, and M. These phases collectively drive the reproductive cycle and are meticulously regulated by various proteins that play critical roles in both the prevention and progression of cancer. Traditional methods for studying these functions, such as flow cytometry, require a substantial number of cells to ensure accuracy. In this study, we have developed a user-friendly, immunofluorescence-based method for identifying cell cycle stages, providing single-cell resolution and precise identification of G1, early S, late S, early G2, late G2, and each sub-stage of the M phase using fluorescence microscopy. This method provides high-precision cell cycle identification and can serve as an alternative to, or in combination with, traditional flow cytometry to dissect detailed substages of the cell cycle in a variety of cell lines.
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Affiliation(s)
- Yu-Lin Chen
- McArdle Laboratory for Cancer Research, Department of Oncology, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Yu-Chia Chen
- McArdle Laboratory for Cancer Research, Department of Oncology, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Molecular and Cellular Pharmacology Graduate Program, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Aussie Suzuki
- McArdle Laboratory for Cancer Research, Department of Oncology, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Molecular and Cellular Pharmacology Graduate Program, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Carbone Comprehensive Cancer Center, University of Wisconsin-Madison, Madison, Wisconsin, USA
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18
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Weijts B, Robin C. Capturing embryonic hematopoiesis in temporal and spatial dimensions. Exp Hematol 2024; 136:104257. [PMID: 38897373 DOI: 10.1016/j.exphem.2024.104257] [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: 04/23/2024] [Revised: 06/03/2024] [Accepted: 06/10/2024] [Indexed: 06/21/2024]
Abstract
Hematopoietic stem cells (HSCs) possess the ability to sustain the continuous production of all blood cell types throughout an organism's lifespan. Although primarily located in the bone marrow of adults, HSCs originate during embryonic development. Visualization of the birth of HSCs, their developmental trajectory, and the specific interactions with their successive niches have significantly contributed to our understanding of the biology and mechanics governing HSC formation and expansion. Intravital techniques applied to live embryos or non-fixed samples have remarkably provided invaluable insights into the cellular and anatomical origins of HSCs. These imaging technologies have also shed light on the dynamic interactions between HSCs and neighboring cell types within the surrounding microenvironment or niche, such as endothelial cells or macrophages. This review delves into the advancements made in understanding the origin, production, and cellular interactions of HSCs, particularly during the embryonic development of mice and zebrafish, focusing on studies employing (live) imaging analysis.
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Affiliation(s)
- Bart Weijts
- Hubrecht Institute-KNAW and University Medical Center Utrecht, Utrecht, The Netherlands
| | - Catherine Robin
- Hubrecht Institute-KNAW and University Medical Center Utrecht, Utrecht, The Netherlands; Regenerative Medicine Center, University Medical Center Utrecht, Utrecht, The Netherlands.
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19
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Cotton MJ, Ariel P, Chen K, Walcott VA, Dixit M, Breau KA, Hinesley CM, Kedziora KM, Tang CY, Zheng A, Magness ST, Burclaff J. An in vitro platform for quantifying cell cycle phase lengths in primary human intestinal epithelial cells. Sci Rep 2024; 14:15195. [PMID: 38956443 PMCID: PMC11219882 DOI: 10.1038/s41598-024-66042-9] [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: 03/20/2024] [Accepted: 06/26/2024] [Indexed: 07/04/2024] Open
Abstract
The intestinal epithelium dynamically controls cell cycle, yet no experimental platform exists for directly analyzing cell cycle phases in non-immortalized human intestinal epithelial cells (IECs). Here, we present two reporters and a complete platform for analyzing cell cycle phases in live primary human IECs. We interrogate the transcriptional identity of IECs grown on soft collagen, develop two fluorescent cell cycle reporter IEC lines, design and 3D print a collagen press to make chamber slides for optimal imaging while supporting primary human IEC growth, live image cell cycle dynamics, then assemble a computational pipeline building upon free-to-use programs for semi-automated analysis of cell cycle phases. The PIP-FUCCI construct allows for assigning cell cycle phase from a single image of living cells, and our PIP-H2A construct allows for semi-automated direct quantification of cell cycle phase lengths using our publicly available computational pipeline. Treating PIP-FUCCI IECs with oligomycin demonstrates that inhibiting mitochondrial respiration lengthens G1 phase, and PIP-H2A cells allow us to measure that oligomycin differentially lengthens S and G2/M phases across heterogeneous IECs. These platforms provide opportunities for future studies on pharmaceutical effects on the intestinal epithelium, cell cycle regulation, and more.
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Affiliation(s)
- Michael J Cotton
- Joint Department of Biomedical Engineering, University of North Carolina at Chapel Hill and North Carolina State University, Chapel Hill, NC, 27599, USA
| | - Pablo Ariel
- Microscopy Services Laboratory, Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Kaiwen Chen
- Joint Department of Biomedical Engineering, University of North Carolina at Chapel Hill and North Carolina State University, Chapel Hill, NC, 27599, USA
| | - Vanessa A Walcott
- Department of Cell Biology and Physiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Michelle Dixit
- Joint Department of Biomedical Engineering, University of North Carolina at Chapel Hill and North Carolina State University, Chapel Hill, NC, 27599, USA
| | - Keith A Breau
- Department of Cell Biology and Physiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Caroline M Hinesley
- Center for Gastrointestinal Biology and Disease, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Katarzyna M Kedziora
- Department of Cell Biology, Center for Biologic Imaging (CBI), University of Pittsburgh, Pittsburgh, PA, 15260, USA
| | - Cynthia Y Tang
- School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Anna Zheng
- Department of Cell Biology and Physiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Scott T Magness
- Joint Department of Biomedical Engineering, University of North Carolina at Chapel Hill and North Carolina State University, Chapel Hill, NC, 27599, USA.
- Department of Cell Biology and Physiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA.
- Center for Gastrointestinal Biology and Disease, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA.
| | - Joseph Burclaff
- Joint Department of Biomedical Engineering, University of North Carolina at Chapel Hill and North Carolina State University, Chapel Hill, NC, 27599, USA.
- Center for Gastrointestinal Biology and Disease, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA.
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20
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Ribeiro D, Latancia M, de Souza I, Ariwoola AB, Mendes D, Rocha CRR, Lengert A, Menck C. Temozolomide resistance mechanisms: unveiling the role of translesion DNA polymerase kappa in glioblastoma spheroids in vitro. Biosci Rep 2024; 44:BSR20230667. [PMID: 38717250 PMCID: PMC11139666 DOI: 10.1042/bsr20230667] [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: 12/11/2023] [Revised: 04/22/2024] [Accepted: 05/07/2024] [Indexed: 05/30/2024] Open
Abstract
Temozolomide (TMZ) is the leading therapeutic agent for combating Glioblastoma Multiforme (GBM). Nonetheless, the persistence of chemotherapy-resistant GBM cells remains an ongoing challenge, attributed to various factors, including the translesion synthesis (TLS) mechanism. TLS enables tumor cells to endure genomic damage by utilizing specialized DNA polymerases to bypass DNA lesions. Specifically, TLS polymerase Kappa (Polκ) has been implicated in facilitating DNA damage tolerance against TMZ-induced damage, contributing to a worse prognosis in GBM patients. To better understand the roles of Polκ in TMZ resistance, we conducted a comprehensive assessment of the cytotoxic, antiproliferative, antimetastatic, and genotoxic effects of TMZ on GBM (U251MG) wild-type (WTE) and TLS Polκ knockout (KO) cells, cultivated as three-dimensional (3D) tumor spheroids in vitro. Initial results revealed that TMZ: (i) induces reductions in GBM spheroid diameter (10-200 µM); (ii) demonstrates significant cytotoxicity (25-200 μM); (iii) exerts antiproliferative effects (≤25 μM) and promotes cell cycle arrest (G2/M phase) in Polκ KO spheroids when compared with WTE counterparts. Furthermore, Polκ KO spheroids exhibit elevated levels of cell death (Caspase 3/7) and display greater genotoxicity (53BP1) than WTE following TMZ exposure. Concerning antimetastatic effects, TMZ impedes invadopodia (3D invasion) more effectively in Polκ KO than in WTE spheroids. Collectively, the results suggest that TLS Polκ plays a vital role in the survival, cell death, genotoxicity, and metastatic potential of GBM spheroids in vitro when subjected to TMZ treatment. While the precise mechanisms underpinning this resistance remain elusive, TLS Polκ emerges as a potential therapeutic target for GBM patients.
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Affiliation(s)
- Diego Luis Ribeiro
- Departament of Microbiology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, São Paulo, Brazil
| | - Marcela Teatin Latancia
- Departament of Microbiology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, São Paulo, Brazil
| | - Izadora de Souza
- Department of Clinical and Experimental Oncology, Federal University of São Paulo, São Paulo, São Paulo, Brazil
| | - Abu-Bakr Adetayo Ariwoola
- Departament of Microbiology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, São Paulo, Brazil
- Department of Clinical and Experimental Oncology, Federal University of São Paulo, São Paulo, São Paulo, Brazil
| | - Davi Mendes
- Departament of Microbiology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, São Paulo, Brazil
| | | | - André Van Helvoort Lengert
- Department of Biophysics, Paulista School of Medicine, Federal University of São Paulo, São Paulo, São Paulo, Brazil
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21
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Cheraghi H, Kovács KD, Székács I, Horvath R, Szabó B. Continuous distribution of cancer cells in the cell cycle unveiled by AI-segmented imaging of 37,000 HeLa FUCCI cells. Heliyon 2024; 10:e30239. [PMID: 38707416 PMCID: PMC11066426 DOI: 10.1016/j.heliyon.2024.e30239] [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: 12/12/2023] [Revised: 04/22/2024] [Accepted: 04/22/2024] [Indexed: 05/07/2024] Open
Abstract
Classification of live or fixed cells based on their unlabeled microscopic images would be a powerful tool for cell biology and pathology. For such software, the first step is the generation of a ground truth database that can be used for training and testing AI classification algorithms. The Application of cells expressing fluorescent reporter proteins allows the building of ground truth datasets in a straightforward way. In this study, we present an automated imaging pipeline utilizing the Cellpose algorithm for the precise cell segmentation and measurement of fluorescent cellular intensities across multiple channels. We analyzed the cell cycle of HeLa-FUCCI cells expressing fluorescent red and green reporter proteins at various levels depending on the cell cycle state. To build the dataset, 37,000 fixed cells were automatically scanned using a standard motorized microscope, capturing phase contrast and fluorescent red/green images. The fluorescent pixel intensity of each cell was integrated to calculate the total fluorescence of cells based on cell segmentation in the phase contrast channel. It resulted in a precise intensity value for each cell in both channels. Furthermore, we conducted a comparative analysis of Cellpose 1.0 and Cellpose 2.0 in cell segmentation performance. Cellpose 2.0 demonstrated notable improvements, achieving a significantly reduced false positive rate of 2.7 % and 1.4 % false negative. The cellular fluorescence was visualized in a 2D plot (map) based on the red and green intensities of the FUCCI construct revealing the continuous distribution of cells in the cell cycle. This 2D map enables the selection and potential isolation of single cells in a specific phase. In the corresponding heatmap, two clusters appeared representing cells in the red and green states. Our pipeline allows the high-throughput and accurate measurement of cellular fluorescence providing extensive statistical information on thousands of cells with potential applications in developmental and cancer biology. Furthermore, our method can be used to build ground truth datasets automatically for training and testing AI cell classification. Our automated pipeline can be used to analyze thousands of cells within 2 h after putting the sample onto the microscope.
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Affiliation(s)
- Hamid Cheraghi
- Department of Biological Physics, Eötvös University (ELTE), H-1117, Budapest, Hungary
- CellSorter Scientific Company for Innovations, Prielle Kornélia utca 4A, 1117, Budapest, Hungary
| | - Kinga Dóra Kovács
- Department of Biological Physics, Eötvös University (ELTE), H-1117, Budapest, Hungary
- Nanobiosensorics Laboratory, HUN-REN, Institute of Technical Physics and Materials Science, Centre for Energy Research, Budapest, Hungary
| | - Inna Székács
- Nanobiosensorics Laboratory, HUN-REN, Institute of Technical Physics and Materials Science, Centre for Energy Research, Budapest, Hungary
| | - Robert Horvath
- Nanobiosensorics Laboratory, HUN-REN, Institute of Technical Physics and Materials Science, Centre for Energy Research, Budapest, Hungary
| | - Bálint Szabó
- Department of Biological Physics, Eötvös University (ELTE), H-1117, Budapest, Hungary
- CellSorter Scientific Company for Innovations, Prielle Kornélia utca 4A, 1117, Budapest, Hungary
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22
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Ramkumar N, Richardson C, O'Brien M, Butt FA, Park J, Chao AT, Bagnat M, Poss K, Di Talia S. Phased ERK-responsiveness and developmental robustness regulate teleost skin morphogenesis. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.05.13.593750. [PMID: 38798380 PMCID: PMC11118522 DOI: 10.1101/2024.05.13.593750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2024]
Abstract
Elongation of the vertebrate embryonic axis necessitates rapid expansion of the epidermis to accommodate the growth of underlying tissues. Here, we generated a toolkit to visualize and quantify signaling in entire cell populations of periderm, the outermost layer of the epidermis, in live developing zebrafish. We find that oriented cell divisions facilitate growth of the early periderm during axial elongation rather than cell addition from the basal layer. Activity levels of ERK, a downstream effector of MAPK pathway, gauged by a live biosensor, predicts cell cycle entry, and optogenetic ERK activation controls proliferation dynamics. As development proceeds, rates of peridermal cell proliferation decrease, ERK activity becomes more pulsatile and functionally transitions to promote hypertrophic cell growth. Targeted genetic blockade of cell division generates animals with oversized periderm cells, yet, unexpectedly, development to adulthood is not impaired. Our findings reveal stage-dependent differential responsiveness to ERK signaling and marked developmental robustness in growing teleost skin.
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23
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Li X, Liu M, Xing Y, Niu Y, Liu TH, Sun JL, Liu Y, Hemba-Waduge RUS, Ji JY. Distinct effects of CDK8 module subunits on cellular growth and proliferation in Drosophila. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.04.30.591924. [PMID: 38746212 PMCID: PMC11092604 DOI: 10.1101/2024.04.30.591924] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2024]
Abstract
The Mediator complex, composed of about 30 conserved subunits, plays a pivotal role in facilitating RNA polymerase II-dependent transcription in eukaryotes. Within this complex, the CDK8 kinase module (CKM), comprising Med12, Med13, CDK8, and CycC (Cyclin C), serves as a dissociable subcomplex that modulates the activity of the small Mediator complex. Genetic studies in Drosophila have revealed distinct phenotypes of CDK8-CycC and Med12-Med13 mutations, yet the underlying mechanism has remained unknown. Here, using Drosophila as a model organism, we show that depleting CDK8-CycC enhances E2F1 target gene expression and promotes cell-cycle progression. Conversely, depletion of Med12-Med13 affects the expression of ribosomal protein genes and fibrillarin, indicating a more severe reduction in ribosome biogenesis and cellular growth compared to the loss of CDK8-CycC. Moreover, we found that the stability of CDK8 and CycC relies on Med12 and Med13, with a mutually interdependent relationship between Med12 and Med13. Furthermore, CycC stability depends on the other three CKM subunits. These findings reveal distinct roles for CKM subunits in vivo , with Med12-Med13 disruption exerting a more pronounced impact on ribosome biogenesis and cellular growth compared to the loss of CDK8-CycC. Significance The CDK8 kinase module (CKM), comprising CDK8, CycC, Med12, and Med13, is essential in the Mediator complex for RNA polymerase II-dependent transcription in eukaryotes. While expected to function jointly, CKM subunit mutations result in distinct phenotypes in Drosophila . This study investigates the mechanisms driving these differing effects. Our analysis reveals the role of Med12-Med13 pair in regulating ribosomal biogenesis and cellular growth, contrasting with the involvement of CDK8-CycC in E2F1-dependent cell-cycle progression. Additionally, an asymmetric interdependence in the stability of CDK8-CycC and Med12-Med13 was observed. CKM mutations or overexpression are associated with cancers and cardiovascular diseases. Our findings underscore the distinct impacts of CKM mutations on cellular growth and proliferation, advancing our understanding of their diverse consequences in vivo .
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24
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Rak M, Menge A, Tesch R, Berger LM, Balourdas DI, Shevchenko E, Krämer A, Elson L, Berger BT, Abdi I, Wahl LM, Poso A, Kaiser A, Hanke T, Kronenberger T, Joerger AC, Müller S, Knapp S. Development of Selective Pyrido[2,3- d]pyrimidin-7(8 H)-one-Based Mammalian STE20-Like (MST3/4) Kinase Inhibitors. J Med Chem 2024; 67:3813-3842. [PMID: 38422480 DOI: 10.1021/acs.jmedchem.3c02217] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/02/2024]
Abstract
Mammalian STE20-like (MST) kinases 1-4 play key roles in regulating the Hippo and autophagy pathways, and their dysregulation has been implicated in cancer development. In contrast to the well-studied MST1/2, the roles of MST3/4 are less clear, in part due to the lack of potent and selective inhibitors. Here, we re-evaluated literature compounds, and used structure-guided design to optimize the p21-activated kinase (PAK) inhibitor G-5555 (8) to selectively target MST3/4. These efforts resulted in the development of MR24 (24) and MR30 (27) with good kinome-wide selectivity and high cellular potency. The distinct cellular functions of closely related MST kinases can now be elucidated with subfamily-selective chemical tool compounds using a combination of the MST1/2 inhibitor PF-06447475 (2) and the two MST3/4 inhibitors developed. We found that MST3/4-selective inhibition caused a cell-cycle arrest in the G1 phase, whereas MST1/2 inhibition resulted in accumulation of cells in the G2/M phase.
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Affiliation(s)
- Marcel Rak
- Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany
- Structural Genomics Consortium (SGC), Buchmann Institute for Life Sciences, Max-von-Laue-Str. 15, 60438 Frankfurt am Main, Germany
| | - Amelie Menge
- Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany
- Structural Genomics Consortium (SGC), Buchmann Institute for Life Sciences, Max-von-Laue-Str. 15, 60438 Frankfurt am Main, Germany
| | - Roberta Tesch
- Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany
- Structural Genomics Consortium (SGC), Buchmann Institute for Life Sciences, Max-von-Laue-Str. 15, 60438 Frankfurt am Main, Germany
| | - Lena M Berger
- Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany
- Structural Genomics Consortium (SGC), Buchmann Institute for Life Sciences, Max-von-Laue-Str. 15, 60438 Frankfurt am Main, Germany
| | - Dimitrios-Ilias Balourdas
- Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany
- Structural Genomics Consortium (SGC), Buchmann Institute for Life Sciences, Max-von-Laue-Str. 15, 60438 Frankfurt am Main, Germany
| | - Ekaterina Shevchenko
- Institute of Pharmacy, Pharmaceutical/Medicinal Chemistry and Tübingen Center for Academic Drug Discovery (TüCAD2), Eberhard Karls University Tübingen, Auf der Morgenstelle 8, 72076 Tübingen, Germany
| | - Andreas Krämer
- Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany
- Structural Genomics Consortium (SGC), Buchmann Institute for Life Sciences, Max-von-Laue-Str. 15, 60438 Frankfurt am Main, Germany
- German Translational Cancer Network (DKTK) and Frankfurt Cancer Institute (FCI), 60438 Frankfurt am Main, Germany
| | - Lewis Elson
- Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany
- Structural Genomics Consortium (SGC), Buchmann Institute for Life Sciences, Max-von-Laue-Str. 15, 60438 Frankfurt am Main, Germany
| | - Benedict-Tilman Berger
- Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany
- Structural Genomics Consortium (SGC), Buchmann Institute for Life Sciences, Max-von-Laue-Str. 15, 60438 Frankfurt am Main, Germany
| | - Ismahan Abdi
- Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany
- Structural Genomics Consortium (SGC), Buchmann Institute for Life Sciences, Max-von-Laue-Str. 15, 60438 Frankfurt am Main, Germany
| | - Laurenz M Wahl
- Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany
- Structural Genomics Consortium (SGC), Buchmann Institute for Life Sciences, Max-von-Laue-Str. 15, 60438 Frankfurt am Main, Germany
| | - Antti Poso
- Institute of Pharmacy, Pharmaceutical/Medicinal Chemistry and Tübingen Center for Academic Drug Discovery (TüCAD2), Eberhard Karls University Tübingen, Auf der Morgenstelle 8, 72076 Tübingen, Germany
- School of Pharmacy, University of Eastern Finland, Yliopistonranta 1, 70210 Kuopio, Finland
| | - Astrid Kaiser
- Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany
| | - Thomas Hanke
- Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany
- Structural Genomics Consortium (SGC), Buchmann Institute for Life Sciences, Max-von-Laue-Str. 15, 60438 Frankfurt am Main, Germany
| | - Thales Kronenberger
- Institute of Pharmacy, Pharmaceutical/Medicinal Chemistry and Tübingen Center for Academic Drug Discovery (TüCAD2), Eberhard Karls University Tübingen, Auf der Morgenstelle 8, 72076 Tübingen, Germany
- School of Pharmacy, University of Eastern Finland, Yliopistonranta 1, 70210 Kuopio, Finland
| | - Andreas C Joerger
- Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany
- Structural Genomics Consortium (SGC), Buchmann Institute for Life Sciences, Max-von-Laue-Str. 15, 60438 Frankfurt am Main, Germany
| | - Susanne Müller
- Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany
- Structural Genomics Consortium (SGC), Buchmann Institute for Life Sciences, Max-von-Laue-Str. 15, 60438 Frankfurt am Main, Germany
| | - Stefan Knapp
- Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany
- Structural Genomics Consortium (SGC), Buchmann Institute for Life Sciences, Max-von-Laue-Str. 15, 60438 Frankfurt am Main, Germany
- German Translational Cancer Network (DKTK) and Frankfurt Cancer Institute (FCI), 60438 Frankfurt am Main, Germany
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25
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Eskandari E, Negri GL, Tan S, MacAldaz ME, Ding S, Long J, Nielsen K, Spencer SE, Morin GB, Eaves CJ. Dependence of human cell survival and proliferation on the CASP3 prodomain. Cell Death Discov 2024; 10:63. [PMID: 38321033 PMCID: PMC10847432 DOI: 10.1038/s41420-024-01826-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Revised: 01/11/2024] [Accepted: 01/17/2024] [Indexed: 02/08/2024] Open
Abstract
Mechanisms that regulate cell survival and proliferation are important for both the development and homeostasis of normal tissue, and as well as for the emergence and expansion of malignant cell populations. Caspase-3 (CASP3) has long been recognized for its proteolytic role in orchestrating cell death-initiated pathways and related processes; however, whether CASP3 has other functions in mammalian cells that do not depend on its known catalytic activity have remained unknown. To investigate this possibility, we examined the biological and molecular consequences of reducing CASP3 levels in normal and transformed human cells using lentiviral-mediated short hairpin-based knockdown experiments in combination with approaches designed to test the potential rescue capability of different components of the CASP3 protein. The results showed that a ≥50% reduction in CASP3 levels rapidly and consistently arrested cell cycle progression and survival in all cell types tested. Mass spectrometry-based proteomic analyses and more specific flow cytometric measurements strongly implicated CASP3 as playing an essential role in regulating intracellular protein aggregate clearance. Intriguingly, the rescue experiments utilizing different forms of the CASP3 protein showed its prosurvival function and effective removal of protein aggregates did not require its well-known catalytic capability, and pinpointed the N-terminal prodomain of CASP3 as the exclusive component needed in a diversity of human cell types. These findings identify a new mechanism that regulates human cell survival and proliferation and thus expands the complexity of how these processes can be controlled. The graphical abstract illustrates the critical role of CASP3 for sustained proliferation and survival of human cells through the clearance of protein aggregates.
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Affiliation(s)
- Ebrahim Eskandari
- Terry Fox Laboratory, British Columbia Cancer Research Institute, Vancouver, BC, Canada
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada
| | - Gian Luca Negri
- Canada's Michael Smith Genome Sciences Centre, BC Cancer Research Institute, University of British Columbia, Vancouver, BC, Canada
| | - Susanna Tan
- Terry Fox Laboratory, British Columbia Cancer Research Institute, Vancouver, BC, Canada
| | - Margarita E MacAldaz
- Terry Fox Laboratory, British Columbia Cancer Research Institute, Vancouver, BC, Canada
| | - Shengsen Ding
- Terry Fox Laboratory, British Columbia Cancer Research Institute, Vancouver, BC, Canada
| | - Justin Long
- Terry Fox Laboratory, British Columbia Cancer Research Institute, Vancouver, BC, Canada
| | - Karina Nielsen
- Canada's Michael Smith Genome Sciences Centre, BC Cancer Research Institute, University of British Columbia, Vancouver, BC, Canada
| | - Sandra E Spencer
- Canada's Michael Smith Genome Sciences Centre, BC Cancer Research Institute, University of British Columbia, Vancouver, BC, Canada
| | - Gregg B Morin
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada
- Canada's Michael Smith Genome Sciences Centre, BC Cancer Research Institute, University of British Columbia, Vancouver, BC, Canada
| | - Connie J Eaves
- Terry Fox Laboratory, British Columbia Cancer Research Institute, Vancouver, BC, Canada.
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada.
- School of Biomedical Engineering, University of British Columbia, Vancouver, BC, Canada.
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26
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Pinjusic K, Ambrosini G, Lourenco J, Fournier N, Iseli C, Guex N, Egorova O, Nassiri S, Constam DB. Inhibition of anti-tumor immunity by melanoma cell-derived Activin-A depends on STING. Front Immunol 2024; 14:1335207. [PMID: 38304252 PMCID: PMC10830842 DOI: 10.3389/fimmu.2023.1335207] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Accepted: 12/22/2023] [Indexed: 02/03/2024] Open
Abstract
The transforming growth factor-β (TGF-β) family member activin A (hereafter Activin-A) is overexpressed in many cancer types, often correlating with cancer-associated cachexia and poor prognosis. Activin-A secretion by melanoma cells indirectly impedes CD8+ T cell-mediated anti-tumor immunity and promotes resistance to immunotherapies, even though Activin-A can be proinflammatory in other contexts. To identify underlying mechanisms, we here analyzed the effect of Activin-A on syngeneic grafts of Braf mutant YUMM3.3 mouse melanoma cells and on their microenvironment using single-cell RNA sequencing. We found that the Activin-A-induced immune evasion was accompanied by a proinflammatory interferon signature across multiple cell types, and that the associated increase in tumor growth depended at least in part on pernicious STING activity within the melanoma cells. Besides corroborating a role for proinflammatory signals in facilitating immune evasion, our results suggest that STING holds considerable potential as a therapeutic target to mitigate tumor-promoting Activin-A signaling at least in melanoma.
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Affiliation(s)
- Katarina Pinjusic
- Ecole Polytechnique Fédérale de Lausanne (EPFL), SV ISREC, Lausanne, Switzerland
| | - Giovanna Ambrosini
- Bioinformatics Competence Center, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
- Bioinformatics Competence Center, Université de Lausanne, Lausanne, Switzerland
| | - Joao Lourenco
- Translational Data Science Facility, Swiss Institute of Bioinformatics, AGORA Cancer Research Center, Lausanne, Switzerland
| | - Nadine Fournier
- Translational Data Science Facility, Swiss Institute of Bioinformatics, AGORA Cancer Research Center, Lausanne, Switzerland
| | - Christian Iseli
- Bioinformatics Competence Center, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
- Bioinformatics Competence Center, Université de Lausanne, Lausanne, Switzerland
| | - Nicolas Guex
- Bioinformatics Competence Center, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
- Bioinformatics Competence Center, Université de Lausanne, Lausanne, Switzerland
| | - Olga Egorova
- Ecole Polytechnique Fédérale de Lausanne (EPFL), SV ISREC, Lausanne, Switzerland
| | - Sina Nassiri
- Translational Data Science Facility, Swiss Institute of Bioinformatics, AGORA Cancer Research Center, Lausanne, Switzerland
| | - Daniel B. Constam
- Ecole Polytechnique Fédérale de Lausanne (EPFL), SV ISREC, Lausanne, Switzerland
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27
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Liu Z, Tanke NT, Neal A, Yu T, Branch T, Cook JG, Bautch VL. Differential endothelial cell cycle status in postnatal retinal vessels revealed using a novel PIP-FUCCI reporter and zonation analysis. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.01.04.574239. [PMID: 38249517 PMCID: PMC10798646 DOI: 10.1101/2024.01.04.574239] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/23/2024]
Abstract
Cell cycle regulation is critical to blood vessel formation and function, but how the endothelial cell cycle integrates with vascular regulation is not well-understood, and available dynamic cell cycle reporters do not precisely distinguish all cell cycle stage transitions in vivo. Here we characterized a recently developed improved cell cycle reporter (PIP-FUCCI) that precisely delineates S phase and the S/G2 transition. Live image analysis of primary endothelial cells revealed predicted temporal changes and well-defined stage transitions. A new inducible mouse cell cycle reporter allele was selectively expressed in postnatal retinal endothelial cells upon Cre-mediated activation and predicted endothelial cell cycle status. We developed a semi-automated zonation program to define endothelial cell cycle status in spatially defined and developmentally distinct retinal areas and found predicted cell cycle stage differences in arteries, veins, and remodeled and angiogenic capillaries. Surprisingly, the predicted dearth of proliferative tip cells at the vascular front was accompanied by an unexpected enrichment for endothelial tip cells in G2, suggesting G2 stalling as a contribution to tip-cell arrest. Thus, this improved reporter precisely defines endothelial cell cycle status in vivo and reveals novel G2 regulation that may contribute to unique aspects of blood vessel network expansion.
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Affiliation(s)
- Ziqing Liu
- Department of Biology, The University of North Carolina, Chapel Hill, NC USA
| | - Natalie T Tanke
- Curriculum in Cell Biology and Physiology, The University of North Carolina, Chapel Hill, NC USA
| | - Alexandra Neal
- Department of Biology, The University of North Carolina, Chapel Hill, NC USA
| | - Tianji Yu
- Department of Biology, The University of North Carolina, Chapel Hill, NC USA
| | - Tershona Branch
- Department of Biology, The University of North Carolina, Chapel Hill, NC USA
| | - Jean G Cook
- Department of Biochemistry and Biophysics, The University of North Carolina, Chapel Hill, NC USA
| | - Victoria L Bautch
- Department of Biology, The University of North Carolina, Chapel Hill, NC USA
- Curriculum in Cell Biology and Physiology, The University of North Carolina, Chapel Hill, NC USA
- McAllister Heart Institute, The University of North Carolina, Chapel Hill, NC USA
- Lineberger Comprehensive Cancer Center, The University of North Carolina, Chapel Hill, NC USA
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28
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Silonov SA, Smirnov EY, Shmidt EA, Kuznetsova IM, Turoverov KK, Fonin AV. Insights into the Cellular Localization and Functional Properties of TSPYL5 Protein. Int J Mol Sci 2023; 25:39. [PMID: 38203210 PMCID: PMC10779080 DOI: 10.3390/ijms25010039] [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: 11/09/2023] [Revised: 12/11/2023] [Accepted: 12/16/2023] [Indexed: 01/12/2024] Open
Abstract
In recent years, the role of liquid-liquid phase separation (LLPS) and intrinsically disordered proteins (IDPs) in cellular molecular processes has received increasing attention from researchers. One such intrinsically disordered protein is TSPYL5, considered both as a marker and a potential therapeutic target for various oncological diseases. However, the role of TSPYL5 in intracellular processes remains unknown, and there is no clarity even in its intracellular localization. In this study, we characterized the intracellular localization and exchange dynamics with intracellular contents of TSPYL5 and its parts, utilizing TSPYL5 fusion proteins with EGFP. Our findings reveal that TSPYL5 can be localized in both the cytoplasm and nucleoplasm, including the nucleolus. The nuclear (nucleolar) localization of TSPYL5 is mediated by the nuclear/nucleolar localization sequences (NLS/NoLS) identified in the N-terminal intrinsically disordered region (4-27 aa), while its cytoplasmic localization is regulated by the ordered NAP-like domain (198-382 aa). Furthermore, our results underscore the significant role of the TSPYL5 N-terminal disordered region (1-198 aa) in the exchange dynamics with the nucleoplasm and its potential ability for phase separation. Bioinformatics analysis of the TSPYL5 interactome indicates its potential function as a histone and ribosomal protein chaperone. Taken together, these findings suggest a significant contribution of liquid-liquid phase separation to the processes involving TSPYL5, providing new insights into the role of this protein in the cell's molecular life.
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Affiliation(s)
- Sergey A. Silonov
- Laboratory of Structural Dynamics, Stability and Folding of Proteins, Russian Academy of Sciences, St. Petersburg 194064, Russia; (E.Y.S.); (E.A.S.); (I.M.K.); (K.K.T.)
| | | | | | | | | | - Alexander V. Fonin
- Laboratory of Structural Dynamics, Stability and Folding of Proteins, Russian Academy of Sciences, St. Petersburg 194064, Russia; (E.Y.S.); (E.A.S.); (I.M.K.); (K.K.T.)
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29
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Cotton MJ, Ariel P, Chen K, Walcott VA, Dixit M, Breau KA, Hinesley CM, Kedziora K, Tang CY, Zheng A, Magness ST, Burclaff J. An in vitro platform for quantifying cell cycle phase lengths in primary human intestinal stem cells. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.10.09.561410. [PMID: 37873351 PMCID: PMC10592697 DOI: 10.1101/2023.10.09.561410] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/25/2023]
Abstract
Background and Aims The intestinal epithelium exhibits dynamic control of cell cycle phase lengths, yet no experimental platform exists for directly analyzing cell cycle phases in living human intestinal stem cells (ISCs). Here, we develop primary human ISC lines with two different reporter constructs to provide fluorescent readouts to analyze cell cycle phases in cycling ISCs. Methods 3D printing was used to construct a collagen press for making chamber slides that support primary human ISC growth and maintenance within the working distance of a confocal microscope objective. The PIP-FUCCI fluorescent cell cycle reporter and a variant with H2A-mScarlet that allows for automated tracking of cell cycle phases (PIP-H2A) were used in human ISCs along with live imaging and EdU pulsing. An analysis pipeline combining free-to-use programs and publicly available code was compiled to analyze live imaging results. Results Chamber slides with soft collagen pressed to a thickness of 0.3 mm concurrently support ISC cycling and confocal imaging. PIP-FUCCI ISCs were found to be optimal for snapshot analysis wherein all nuclei are assigned to a cell cycle phase from a single image. PIP-H2A ISCs were better suited for live imaging since constant nuclear signal allowed for more automated analysis. CellPose2 and TrackMate were used together to track cycling cells. Conclusions We present two complete platforms for analyzing cell cycle phases in living primary human ISCs. The PIP-FUCCI construct allows for cell cycle phase assignment from one image of living cells, the PIP-H2A construct allows for semi-automated direct quantification of cell cycle phase lengths in human ISCs using our computational pipeline. These platforms hold great promise for future studies on how pharmaceutical agents affect the intestinal epithelium, how cell cycle is regulated in human ISCs, and more.
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Affiliation(s)
- Michael J Cotton
- Joint Department of Biomedical Engineering, University of North Carolina at Chapel Hill and North Carolina State University, Chapel Hill, North Carolina
| | - Pablo Ariel
- Microscopy Services Laboratory, Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Kaiwen Chen
- Joint Department of Biomedical Engineering, University of North Carolina at Chapel Hill and North Carolina State University, Chapel Hill, North Carolina
| | - Vanessa A Walcott
- Department of Cell Biology and Physiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Michelle Dixit
- Joint Department of Biomedical Engineering, University of North Carolina at Chapel Hill and North Carolina State University, Chapel Hill, North Carolina
| | - Keith A Breau
- Department of Cell Biology and Physiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Caroline M Hinesley
- Center for Gastrointestinal Biology and Disease, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Kasia Kedziora
- Center for Biologic Imaging, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Cynthia Y Tang
- Institute for Data Science and Informatics, University of Missouri, Columbia, Missouri
| | - Anna Zheng
- Department of Cell Biology and Physiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Scott T Magness
- Joint Department of Biomedical Engineering, University of North Carolina at Chapel Hill and North Carolina State University, Chapel Hill, North Carolina
- Department of Cell Biology and Physiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Center for Gastrointestinal Biology and Disease, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Joseph Burclaff
- Joint Department of Biomedical Engineering, University of North Carolina at Chapel Hill and North Carolina State University, Chapel Hill, North Carolina
- Center for Gastrointestinal Biology and Disease, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
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30
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Tomasin R, Rodrigues AM, Manucci AC, Bruni-Cardoso A. A molecular landscape of quiescence and proliferation highlights the role of Pten in mammary gland acinogenesis. J Cell Sci 2023; 136:jcs261178. [PMID: 37712332 DOI: 10.1242/jcs.261178] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Accepted: 09/08/2023] [Indexed: 09/16/2023] Open
Abstract
Cell context is key for cell state. Using physiologically relevant models of laminin-rich extracellular matrix (lrECM) induction of mammary epithelial cell quiescence and differentiation, we provide a landscape of the key molecules for the proliferation-quiescence decision, identifying multiple layers of regulation at the mRNA and protein levels. Quiescence occurred despite activity of Fak (also known as PTK2), Src and phosphoinositide 3-kinases (PI3Ks), suggesting the existence of a disconnecting node between upstream and downstream proliferative signalling. Pten, a lipid and protein phosphatase, fulfils this role, because its inhibition increased proliferation and restored signalling via the Akt, mTORC1, mTORC2 and mitogen-activated protein kinase (MAPK) pathways. Pten and laminin levels were positively correlated in developing murine mammary epithelia, and Pten localized apicolaterally in luminal cells in ducts and near the nascent lumen in terminal end buds. Consistently, in three-dimensional acinogenesis models, Pten was required for triggering and sustaining quiescence, polarity and architecture. The multilayered regulatory circuitry that we uncovered provides an explanation for the robustness of quiescence within a growth-suppressive microenvironment, which could nonetheless be disrupted by perturbations in master regulators such as Pten.
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Affiliation(s)
- Rebeka Tomasin
- E-signal lab, Department of Biochemistry, Institute of Chemistry, University of São Paulo, Av. Prof. Lineu Prestes 748, São Paulo, SP 05508-000, Brazil
| | - Ana Maria Rodrigues
- E-signal lab, Department of Biochemistry, Institute of Chemistry, University of São Paulo, Av. Prof. Lineu Prestes 748, São Paulo, SP 05508-000, Brazil
| | - Antonio Carlos Manucci
- E-signal lab, Department of Biochemistry, Institute of Chemistry, University of São Paulo, Av. Prof. Lineu Prestes 748, São Paulo, SP 05508-000, Brazil
| | - Alexandre Bruni-Cardoso
- E-signal lab, Department of Biochemistry, Institute of Chemistry, University of São Paulo, Av. Prof. Lineu Prestes 748, São Paulo, SP 05508-000, Brazil
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31
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Capece M, Tessari A, Mills J, Vinciguerra GLR, Louke D, Lin C, McElwain BK, Miles WO, Coppola V, Davies AE, Palmieri D, Croce CM. A novel auxin-inducible degron system for rapid, cell cycle-specific targeted proteolysis. Cell Death Differ 2023; 30:2078-2091. [PMID: 37537305 PMCID: PMC10482871 DOI: 10.1038/s41418-023-01191-4] [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: 11/22/2022] [Revised: 06/02/2023] [Accepted: 07/03/2023] [Indexed: 08/05/2023] Open
Abstract
The discrimination of protein biological functions in different phases of the cell cycle is limited by the lack of experimental approaches that do not require pre-treatment with compounds affecting the cell cycle progression. Therefore, potential cycle-specific biological functions of a protein of interest could be biased by the effects of cell treatments. The OsTIR1/auxin-inducible degron (AID) system allows "on demand" selective and reversible protein degradation upon exposure to the phytohormone auxin. In the current format, this technology does not allow to study the effect of acute protein depletion selectively in one phase of the cell cycle, as auxin similarly affects all the treated cells irrespectively of their proliferation status. Therefore, the AID system requires coupling with cell synchronization techniques, which can alter the basal biological status of the studied cell population, as with previously available approaches. Here, we introduce a new AID system to Regulate OsTIR1 Levels based on the Cell Cycle Status (ROLECCS system), which induces proteolysis of both exogenously transfected and endogenous gene-edited targets in specific phases of the cell cycle. We validated the ROLECCS technology by down regulating the protein levels of TP53, one of the most studied tumor suppressor genes, with a widely known role in cell cycle progression. By using our novel tool, we observed that TP53 degradation is associated with increased number of micronuclei, and this phenotype is specifically achieved when TP53 is lost in S/G2/M phases of the cell cycle, but not in G1. Therefore, we propose the use of the ROLECCS system as a new improved way of studying the differential roles that target proteins may have in specific phases of the cell cycle.
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Affiliation(s)
- Marina Capece
- Department of Cancer Biology and Genetics, College of Medicine, The Ohio State University, 43210, Columbus, OH, USA
- The Ohio State University Wexner Medical Center and Comprehensive Cancer Center, 43210, Columbus, OH, USA
| | - Anna Tessari
- Department of Cancer Biology and Genetics, College of Medicine, The Ohio State University, 43210, Columbus, OH, USA
- The Ohio State University Wexner Medical Center and Comprehensive Cancer Center, 43210, Columbus, OH, USA
| | - Joseph Mills
- Department of Cancer Biology and Genetics, College of Medicine, The Ohio State University, 43210, Columbus, OH, USA
- The Ohio State University Wexner Medical Center and Comprehensive Cancer Center, 43210, Columbus, OH, USA
| | - Gian Luca Rampioni Vinciguerra
- Department of Cancer Biology and Genetics, College of Medicine, The Ohio State University, 43210, Columbus, OH, USA
- The Ohio State University Wexner Medical Center and Comprehensive Cancer Center, 43210, Columbus, OH, USA
| | - Darian Louke
- The Ohio State University Wexner Medical Center and Comprehensive Cancer Center, 43210, Columbus, OH, USA
- Department of Veterinary Biosciences, College of Veterinary Medicine, The Ohio State University, 43210, Columbus, OH, USA
| | - Chenyu Lin
- Department of Cancer Biology and Genetics, College of Medicine, The Ohio State University, 43210, Columbus, OH, USA
- The Ohio State University Wexner Medical Center and Comprehensive Cancer Center, 43210, Columbus, OH, USA
| | - Bryan K McElwain
- Department of Cancer Biology and Genetics, College of Medicine, The Ohio State University, 43210, Columbus, OH, USA
- The Ohio State University Wexner Medical Center and Comprehensive Cancer Center, 43210, Columbus, OH, USA
| | - Wayne O Miles
- Department of Cancer Biology and Genetics, College of Medicine, The Ohio State University, 43210, Columbus, OH, USA
- The Ohio State University Wexner Medical Center and Comprehensive Cancer Center, 43210, Columbus, OH, USA
| | - Vincenzo Coppola
- Department of Cancer Biology and Genetics, College of Medicine, The Ohio State University, 43210, Columbus, OH, USA
- The Ohio State University Wexner Medical Center and Comprehensive Cancer Center, 43210, Columbus, OH, USA
| | - Alexander E Davies
- The Ohio State University Wexner Medical Center and Comprehensive Cancer Center, 43210, Columbus, OH, USA
- Department of Veterinary Biosciences, College of Veterinary Medicine, The Ohio State University, 43210, Columbus, OH, USA
| | - Dario Palmieri
- Department of Cancer Biology and Genetics, College of Medicine, The Ohio State University, 43210, Columbus, OH, USA.
- The Ohio State University Wexner Medical Center and Comprehensive Cancer Center, 43210, Columbus, OH, USA.
- Gene Editing Shared Resource, The Ohio State University Wexner Medical Center and Comprehensive Cancer Center, 43210, Columbus, OH, USA.
| | - Carlo M Croce
- Department of Cancer Biology and Genetics, College of Medicine, The Ohio State University, 43210, Columbus, OH, USA.
- The Ohio State University Wexner Medical Center and Comprehensive Cancer Center, 43210, Columbus, OH, USA.
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Klapp V, Bloy N, Jiménez-Cortegana C, Buqué A, Petroni G. Flow cytometry-assisted quantification of cell cycle arrest in cancer cells treated with CDK4/6 inhibitors. Methods Cell Biol 2023; 181:197-212. [PMID: 38302240 DOI: 10.1016/bs.mcb.2023.02.018] [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] [Indexed: 02/03/2024]
Abstract
Cyclin-dependent kinase 4 (CDK4) and CDK6 inhibitors (i.e., palbociclib, abemaciclib, and ribociclib) are well known for their capacity to mediate cytostatic effects by promoting cell cycle arrest in the G1 phase, thus inhibiting cancer cell proliferation. Cytostatic effects induced by CDK4/6 inhibitors can be transient or lead to a permanent state of cell cycle arrest, commonly defined as cellular senescence. Induction of senescence is often associated to metabolic modifications and to the acquisition of a senescence-associated secretory phenotype (SASP) by cancer cells, which in turn can promote or limit antitumor immunity (and thus the efficacy of CDK4/6 inhibitors) depending on SASP components. Thus, although accumulating evidence suggests that anti-cancer effects of CDK4/6 inhibitors also depend on the promotion of antitumor immune responses, assessing cell cycle arrest and progression in cells treated with palbociclib remains a key approach for investigating the efficacy of CDK4/6 inhibitors. Here, we describe a method to assess cell cycle distribution simultaneously with active DNA replication by flow cytometry in cultured hormone receptor-positive breast cancer MCF7 cells.
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Affiliation(s)
- Vanessa Klapp
- Department of Radiation Oncology, Weill Medical College of Cornell University, New York, NY, United States; Tumor Stroma Interactions, Department of Cancer Research, Luxembourg, Institute of Health, Luxembourg, Luxembourg; Faculty of Science, Technology and Medicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Norma Bloy
- Department of Radiation Oncology, Weill Medical College of Cornell University, New York, NY, United States
| | - Carlos Jiménez-Cortegana
- Department of Radiation Oncology, Weill Medical College of Cornell University, New York, NY, United States
| | - Aitziber Buqué
- Department of Radiation Oncology, Weill Medical College of Cornell University, New York, NY, United States.
| | - Giulia Petroni
- Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy.
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Ando R, Sakaue-Sawano A, Shoda K, Miyawaki A. Two coral fluorescent proteins of distinct colors for sharp visualization of cell-cycle progression. Cell Struct Funct 2023; 48:135-144. [PMID: 37394513 PMCID: PMC10958192 DOI: 10.1247/csf.23028] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Accepted: 06/26/2023] [Indexed: 07/04/2023] Open
Abstract
We cloned and characterized two new coral fluorescent proteins: h2-3 and 1-41. h2-3 formed an obligate dimeric complex and exhibited bright green fluorescence. On the other hand, 1-41 formed a highly multimeric complex and exhibited dim red fluorescence. We engineered 1-41 into AzaleaB5, a practically useful red-emitting fluorescent protein for cellular labeling applications. We fused h2-3 and AzaleaB5 to the ubiquitination domains of human Geminin and Cdt1, respectively, to generate a new color variant of Fucci (Fluorescent Ubiquitination-based Cell-Cycle Indicator): Fucci5. We found Fucci5 provided more reliable nuclear labeling for monitoring cell-cycle progression than the 1st and 2nd generations that used mAG/mKO2 and mVenus/mCherry, respectively.Key words: fluorescent protein, cell cycle, time-lapse imaging, flow cytometry.
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Affiliation(s)
- Ryoko Ando
- Laboratory for Cell Function Dynamics, RIKEN Center for Brain Science, 2-1 Hirosawa, Wako-city, Saitama 351-0198, Japan
| | - Asako Sakaue-Sawano
- Laboratory for Cell Function Dynamics, RIKEN Center for Brain Science, 2-1 Hirosawa, Wako-city, Saitama 351-0198, Japan
- Department of Optical Biomedical Science, Institute for Life and Medical Sciences, Kyoto University, Kyoto 606-8507, Japan
| | - Keiko Shoda
- Laboratory for Cell Function Dynamics, RIKEN Center for Brain Science, 2-1 Hirosawa, Wako-city, Saitama 351-0198, Japan
| | - Atsushi Miyawaki
- Laboratory for Cell Function Dynamics, RIKEN Center for Brain Science, 2-1 Hirosawa, Wako-city, Saitama 351-0198, Japan
- Biotechnological Optics Research Team, RIKEN Center for Advanced Photonics, 2-1 Hirosawa, Wako-city, Saitama 351-0198, Japan
- Laboratory of Bioresponse Analysis, Institute for Life and Medical Sciences, Kyoto University, Kyoto 606-8507, Japan
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Hammond T, Sage J. Monitoring the Cell Cycle of Tumor Cells in Mouse Models of Human Cancer. Cold Spring Harb Perspect Med 2023; 13:a041383. [PMID: 37460156 PMCID: PMC10691483 DOI: 10.1101/cshperspect.a041383] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/27/2023]
Abstract
Cell division is obligatory to tumor growth. However, both cancer cells and noncancer cells in tumors can be found in distinct stages of the cell cycle, which may inform the growth potential of these tumors, their propensity to metastasize, and their response to therapy. Hence, it is of utmost importance to monitor the cell cycle of tumor cells. Here we discuss well-established methods and new genetic advances to track the cell cycle of tumor cells in mouse models of human cancer. We also review recent genetic studies investigating the role of the cell-cycle machinery in the growth of tumors in vivo, with a focus on the machinery regulating the G1/S transition of the cell cycle.
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Affiliation(s)
- Taylar Hammond
- Department of Pediatrics, Stanford University, Stanford, California 94305, USA
- Department of Biology, and Stanford University, Stanford, California 94305, USA
| | - Julien Sage
- Department of Pediatrics, Stanford University, Stanford, California 94305, USA
- Department of Genetics, Stanford University, Stanford, California 94305, USA
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Rüland L, Andreatta F, Massalini S, Chuva de Sousa Lopes S, Clevers H, Hendriks D, Artegiani B. Organoid models of fibrolamellar carcinoma mutations reveal hepatocyte transdifferentiation through cooperative BAP1 and PRKAR2A loss. Nat Commun 2023; 14:2377. [PMID: 37137901 PMCID: PMC10156813 DOI: 10.1038/s41467-023-37951-6] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Accepted: 04/06/2023] [Indexed: 05/05/2023] Open
Abstract
Fibrolamellar carcinoma (FLC) is a lethal primary liver cancer, affecting young patients in absence of chronic liver disease. Molecular understanding of FLC tumorigenesis is limited, partly due to the scarcity of experimental models. Here, we CRISPR-engineer human hepatocyte organoids to recreate different FLC backgrounds, including the predominant genetic alteration, the DNAJB1-PRKACA fusion, as well as a recently reported background of FLC-like tumors, encompassing inactivating mutations of BAP1 and PRKAR2A. Phenotypic characterizations and comparisons with primary FLC tumor samples revealed mutant organoid-tumor similarities. All FLC mutations caused hepatocyte dedifferentiation, yet only combined loss of BAP1 and PRKAR2A resulted in hepatocyte transdifferentiation into liver ductal/progenitor-like cells that could exclusively grow in a ductal cell environment. BAP1-mutant hepatocytes represent primed cells attempting to proliferate in this cAMP-stimulating environment, but require concomitant PRKAR2A loss to overcome cell cycle arrest. In all analyses, DNAJB1-PRKACAfus organoids presented with milder phenotypes, suggesting differences between FLC genetic backgrounds, or for example the need for additional mutations, interactions with niche cells, or a different cell-of-origin. These engineered human organoid models facilitate the study of FLC.
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Affiliation(s)
- Laura Rüland
- The Princess Maxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | | | - Simone Massalini
- The Princess Maxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | | | - Hans Clevers
- The Princess Maxima Center for Pediatric Oncology, Utrecht, The Netherlands
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences, Utrecht, The Netherlands
- Oncode Institute, Utrecht, The Netherlands
- University Medical Center Utrecht, Utrecht, The Netherlands
- Pharma, Research and Early Development (pRED) of F. Hoffmann-La Roche Ltd, Basel, Switzerland
| | - Delilah Hendriks
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences, Utrecht, The Netherlands.
- Oncode Institute, Utrecht, The Netherlands.
| | - Benedetta Artegiani
- The Princess Maxima Center for Pediatric Oncology, Utrecht, The Netherlands.
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Lai SF, Huang WY, Wang WH, Hong JB, Kuo SH, Lin SJ. Prostaglandin E2 prevents radiotherapy-induced alopecia by attenuating transit amplifying cell apoptosis through promoting G1 arrest. J Dermatol Sci 2023; 109:117-126. [PMID: 36872218 DOI: 10.1016/j.jdermsci.2023.02.005] [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: 10/11/2022] [Revised: 01/15/2023] [Accepted: 02/16/2023] [Indexed: 02/22/2023]
Abstract
BACKGROUND Growing hair follicles (HFs) harbor actively dividing transit amplifying cells (TACs), rendering them highly sensitive to radiotherapy (RT). Clinically, there is still a lack of treatment options for radiotherapy-induced alopecia (RIA). OBJECTIVE Our present study aimed to investigated the effect and mechanism of local prostaglandin E2 (PGE2) treatment in RIA prevention. METHODS We compared the response of growing HFs to radiation with and without local PGE2 pretreatment in a mouse model in vivo. The effect of PGE2 on the cell cycle was determined in cultured HF cells from fluorescent ubiquitination-based cell cycle indicator mice. We also compared the protective effects of PGE2 and a cyclin-dependent kinases 4/6 (CDK4/6) inhibitor against RIA. RESULTS The local cutaneous PGE2 injection reduced RIA by enhancing HF self-repair. Mechanistically, PGE2 did not activate HF stem cells, but it preserved more TACs for regenerative attempts. Pretreatment of PGE2 lessened radiosensitivity of TACs by transiently arresting them in the G1 phase, thereby reducing TAC apoptosis and mitigating HF dystrophy. The preservation of more TACs accelerated HF self-repair and bypassed RT-induced premature termination of anagen. Promoting G1 arrest by systemic administration of palbociclib isethionate (PD0332991), a CDK4/6 inhibitor, offered a similar protective effect against RT. CONCLUSIONS Locally administered PGE2 protects HF TACs from RT by transiently inducing G1 arrest, and the regeneration of HF structures lost from RT is accelerated to resume anagen growth, thus bypassing the long downtime of hair loss. PGE2 has the potential to be repurposed as a local preventive treatment for RIA.
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Affiliation(s)
- Shih-Fan Lai
- Department of Biomedical Engineering, College of Medicine and College of Engineering, National Taiwan University, Taipei, Taiwan; Department of Radiation Oncology, National Taiwan University Cancer Center, Taipei, Taiwan; Division of Radiation Oncology, Department of Oncology, National Taiwan University Hospital and College of Medicine, Taipei, Taiwan
| | - Wen-Yen Huang
- Department of Biomedical Engineering, College of Medicine and College of Engineering, National Taiwan University, Taipei, Taiwan
| | - Wei-Hung Wang
- Department of Biomedical Engineering, College of Medicine and College of Engineering, National Taiwan University, Taipei, Taiwan
| | - Jin-Bon Hong
- Department of Dermatology, National Taiwan University Hospital and College of Medicine, Taipei, Taiwan
| | - Sung-Hsin Kuo
- Department of Radiation Oncology, National Taiwan University Cancer Center, Taipei, Taiwan; Division of Radiation Oncology, Department of Oncology, National Taiwan University Hospital and College of Medicine, Taipei, Taiwan; Cancer Research Center, National Taiwan University College of Medicine, Taipei, Taiwan; Graduate Institute of Oncology, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Sung-Jan Lin
- Department of Biomedical Engineering, College of Medicine and College of Engineering, National Taiwan University, Taipei, Taiwan; Department of Dermatology, National Taiwan University Hospital and College of Medicine, Taipei, Taiwan; Research Center for Developmental Biology and Regenerative Medicine, National Taiwan University, Taipei, Taiwan; Center for Frontier Medicine, National Taiwan University Hospital, Taipei, Taiwan.
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Bernhard SV, Gemble S, Basto R, Storchova Z. Experimental Approaches to Generate and Isolate Human Tetraploid Cells. Methods Mol Biol 2023; 2545:391-399. [PMID: 36720824 DOI: 10.1007/978-1-0716-2561-3_20] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
Cancer cells are frequently affected by large-scale chromosome copy number changes, such as polyploidy or whole chromosome aneuploidy, and thus understanding the consequences of these changes is important for cancer research. In the past, it has been difficult to study the consequences of large-scale genomic changes, especially in pure isogenic populations. Here, we describe two methods to generate tetraploid cells induced either by cytokinesis failure or mitotic slippage. These treatments result in mixed population of diploids and tetraploids that can be analyzed directly. Alternatively, tetraploid populations can be established by single cell clone selection or by fluorescence activated cell sorting. These methods enable to analyze and compare the consequences of whole-genome doubling between the parental cell line, freshly arising tetraploid cells, and post-tetraploid aneuploid clones.
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Affiliation(s)
| | - Simon Gemble
- Institut Curie, PSL Research University, CNRS, UMR144, Biology of Centrosomes and Genetic Instability Laboratory, Paris, France
| | - Renata Basto
- Institut Curie, PSL Research University, CNRS, UMR144, Biology of Centrosomes and Genetic Instability Laboratory, Paris, France
| | - Zuzana Storchova
- Department of Molecular Genetics, Paul Ehrlich Strasse 24, Kaiserslautern, Germany.
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Cotner M, Meng S, Jost T, Gardner A, De Santiago C, Brock A. Integration of quantitative methods and mathematical approaches for the modeling of cancer cell proliferation dynamics. Am J Physiol Cell Physiol 2023; 324:C247-C262. [PMID: 36503241 PMCID: PMC9886359 DOI: 10.1152/ajpcell.00185.2022] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Revised: 11/21/2022] [Accepted: 11/21/2022] [Indexed: 12/15/2022]
Abstract
Physiological processes rely on the control of cell proliferation, and the dysregulation of these processes underlies various pathological conditions, including cancer. Mathematical modeling can provide new insights into the complex regulation of cell proliferation dynamics. In this review, we first examine quantitative experimental approaches for measuring cell proliferation dynamics in vitro and compare the various types of data that can be obtained in these settings. We then explore the toolbox of common mathematical modeling frameworks that can describe cell behavior, dynamics, and interactions of proliferation. We discuss how these wet-laboratory studies may be integrated with different mathematical modeling approaches to aid the interpretation of the results and to enable the prediction of cell behaviors, specifically in the context of cancer.
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Affiliation(s)
- Michael Cotner
- Department of Biomedical Engineering, The University of Texas at Austin, Austin, Texas
| | - Sarah Meng
- Department of Biomedical Engineering, The University of Texas at Austin, Austin, Texas
| | - Tyler Jost
- Department of Biomedical Engineering, The University of Texas at Austin, Austin, Texas
| | - Andrea Gardner
- Department of Biomedical Engineering, The University of Texas at Austin, Austin, Texas
| | - Carolina De Santiago
- Department of Biomedical Engineering, The University of Texas at Austin, Austin, Texas
| | - Amy Brock
- Department of Biomedical Engineering, The University of Texas at Austin, Austin, Texas
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39
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Fischer L, Thievessen I. FUCCI Reporter Gene-Based Cell Cycle Analysis. Methods Mol Biol 2023; 2644:371-385. [PMID: 37142935 DOI: 10.1007/978-1-0716-3052-5_24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/06/2023]
Abstract
One of the most commonly assessed parameters in cellular analyses is the proliferative activity of a cell population. The fluorescence ubiquitin cell cycle indicator (FUCCI)-based system allows live and in vivo observation of cell cycle progression. Based on the mutually exclusive activity of two fluorescently labeled proteins cdt1 and geminin during the G0/1 and S/G2/M phases of the cell cycle, individual cells can be assigned to their respective cell cycle phase by fluorescence imaging of the nucleus. Here, we describe the generation of NIH/3T3 cells containing the FUCCI reporter system by lentiviral transduction and their use in 3D culture assays. The protocol can be adapted to other cell lines.
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Affiliation(s)
- Lena Fischer
- Biophysics Group, Department of Physics, University of Erlangen-Nuremberg, Erlangen, Germany
| | - Ingo Thievessen
- Biophysics Group, Department of Physics, University of Erlangen-Nuremberg, Erlangen, Germany.
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Lu Y, Massicano AVF, Gallegos CA, Heinzman KA, Parish SW, Warram JM, Sorace AG. Evaluating the Accuracy of FUCCI Cell Cycle In Vivo Fluorescent Imaging to Assess Tumor Proliferation in Preclinical Oncology Models. Mol Imaging Biol 2022; 24:898-908. [PMID: 35650411 DOI: 10.1007/s11307-022-01739-9] [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: 11/16/2021] [Revised: 04/26/2022] [Accepted: 04/29/2022] [Indexed: 12/29/2022]
Abstract
PURPOSE The primary goal of this study is to evaluate the accuracy of the fluorescence ubiquitination cell cycle indicator (FUCCI) system with fluorescence in vivo imaging compared to 3'-deoxy-3'-[18F]fluorothymidine ([18F]-FLT) positron emission tomography (PET)/computed tomography (CT) and biological validation through histology. Imaging with [18F]-FLT PET/CT can be used to noninvasively assess cancer cell proliferation and has been utilized in both preclinical and clinical studies. However, a cost-effective and straightforward method for in vivo, cell cycle targeted cancer drug screening is needed prior to moving towards translational imaging methods such as PET/CT. PROCEDURES In this study, fluorescent MDA-MB-231-FUCCI tumor growth was monitored weekly with caliper measurements and fluorescent imaging. Seven weeks post-injection, [18F]-FLT PET/CT was performed with a preclinical PET/CT, and tumors samples were harvested for histological analysis. RESULTS RFP fluorescent signal significantly correlated with tumor volume (r = 0.8153, p < 0.0001). Cell proliferation measured by GFP fluorescent imaging was correlated with tumor growth rate (r = 0.6497, p < 0.001). Also, GFP+ cells and [18F]-FLT regions of high uptake were both spatially located in the tumor borders, indicating that the FUCCI-IVIS method may provide an accurate assessment of tumor heterogeneity of cell proliferation. The quantification of total GFP signal was correlated with the sum of tumor [18F]-FLT standard uptake value (SUV) (r = 0.5361, p = 0.0724). Finally, histological analysis confirmed viable cells in the tumor and the correlation of GFP + and Ki67 + cells (r = 0.6368, p = 0.0477). CONCLUSION Fluorescent imaging of the cell cycle provides a noninvasive accurate depiction of tumor progression and response to therapy, which may benefit in vivo testing of novel cancer therapeutics that target the cell cycle.
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Affiliation(s)
- Yun Lu
- Department of Radiology, University of Alabama at Birmingham, Volker Hall G082, 1670 University Boulevard, Birmingham, AL, 35233, USA
- Graduate Biomedical Sciences, University of Alabama at Birmingham, Birmingham, AL, 35233, USA
| | - Adriana V F Massicano
- Department of Radiology, University of Alabama at Birmingham, Volker Hall G082, 1670 University Boulevard, Birmingham, AL, 35233, USA
| | - Carlos A Gallegos
- Department of Biomedical Engineering, University of Alabama at Birmingham, Birmingham, AL, 35233, USA
| | - Katherine A Heinzman
- Department of Biomedical Engineering, University of Alabama at Birmingham, Birmingham, AL, 35233, USA
| | - Sean W Parish
- Department of Biomedical Engineering, University of Alabama at Birmingham, Birmingham, AL, 35233, USA
| | - Jason M Warram
- O'Neal Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, AL, 35233, USA
- Department of Otolaryngology, University of Alabama at Birmingham, Birmingham, AL, 35233, USA
| | - Anna G Sorace
- Department of Radiology, University of Alabama at Birmingham, Volker Hall G082, 1670 University Boulevard, Birmingham, AL, 35233, USA.
- Graduate Biomedical Sciences, University of Alabama at Birmingham, Birmingham, AL, 35233, USA.
- Department of Biomedical Engineering, University of Alabama at Birmingham, Birmingham, AL, 35233, USA.
- O'Neal Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, AL, 35233, USA.
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Amrhein JA, Berger LM, Tjaden A, Krämer A, Elson L, Tolvanen T, Martinez-Molina D, Kaiser A, Schubert-Zsilavecz M, Müller S, Knapp S, Hanke T. Discovery of 3-Amino-1 H-pyrazole-Based Kinase Inhibitors to Illuminate the Understudied PCTAIRE Family. Int J Mol Sci 2022; 23:ijms232314834. [PMID: 36499165 PMCID: PMC9736855 DOI: 10.3390/ijms232314834] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Revised: 11/22/2022] [Accepted: 11/23/2022] [Indexed: 11/29/2022] Open
Abstract
The PCTAIRE subfamily belongs to the CDK (cyclin-dependent kinase) family and represents an understudied class of kinases of the dark kinome. They exhibit a highly conserved binding pocket and are activated by cyclin Y binding. CDK16 is targeted to the plasma membrane after binding to N-myristoylated cyclin Y and is highly expressed in post-mitotic tissues, such as the brain and testis. Dysregulation is associated with several diseases, including breast, prostate, and cervical cancer. Here, we used the N-(1H-pyrazol-3-yl)pyrimidin-4-amine moiety from the promiscuous inhibitor 1 to target CDK16, by varying different residues. Further optimization steps led to 43d, which exhibited high cellular potency for CDK16 (EC50 = 33 nM) and the other members of the PCTAIRE and PFTAIRE family with 20-120 nM and 50-180 nM, respectively. A DSF screen against a representative panel of approximately 100 kinases exhibited a selective inhibition over the other kinases. In a viability assessment, 43d decreased the cell count in a dose-dependent manner. A FUCCI cell cycle assay revealed a G2/M phase cell cycle arrest at all tested concentrations for 43d, caused by inhibition of CDK16.
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Affiliation(s)
- Jennifer Alisa Amrhein
- Institute of Pharmaceutical Chemistry, Goethe-University Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany
- Structural Genomics Consortium, Buchmann Institute for Life Sciences, Goethe-University Frankfurt, Max-von-Laue-Str. 15, 60438 Frankfurt am Main, Germany
| | - Lena Marie Berger
- Institute of Pharmaceutical Chemistry, Goethe-University Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany
- Structural Genomics Consortium, Buchmann Institute for Life Sciences, Goethe-University Frankfurt, Max-von-Laue-Str. 15, 60438 Frankfurt am Main, Germany
| | - Amelie Tjaden
- Institute of Pharmaceutical Chemistry, Goethe-University Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany
- Structural Genomics Consortium, Buchmann Institute for Life Sciences, Goethe-University Frankfurt, Max-von-Laue-Str. 15, 60438 Frankfurt am Main, Germany
| | - Andreas Krämer
- Institute of Pharmaceutical Chemistry, Goethe-University Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany
- Structural Genomics Consortium, Buchmann Institute for Life Sciences, Goethe-University Frankfurt, Max-von-Laue-Str. 15, 60438 Frankfurt am Main, Germany
- German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), DKTK Site Frankfurt-Mainz, 69120 Heidelberg, Germany
| | - Lewis Elson
- Institute of Pharmaceutical Chemistry, Goethe-University Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany
- Structural Genomics Consortium, Buchmann Institute for Life Sciences, Goethe-University Frankfurt, Max-von-Laue-Str. 15, 60438 Frankfurt am Main, Germany
| | - Tuomas Tolvanen
- Division of Rheumatology, Department of Medicine Solna, Karolinska University Hospital and Karolinska Institute, Solnavägen 1, 17177 Solna, Sweden
| | | | - Astrid Kaiser
- Institute of Pharmaceutical Chemistry, Goethe-University Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany
| | - Manfred Schubert-Zsilavecz
- Institute of Pharmaceutical Chemistry, Goethe-University Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany
| | - Susanne Müller
- Institute of Pharmaceutical Chemistry, Goethe-University Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany
- Structural Genomics Consortium, Buchmann Institute for Life Sciences, Goethe-University Frankfurt, Max-von-Laue-Str. 15, 60438 Frankfurt am Main, Germany
| | - Stefan Knapp
- Institute of Pharmaceutical Chemistry, Goethe-University Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany
- Structural Genomics Consortium, Buchmann Institute for Life Sciences, Goethe-University Frankfurt, Max-von-Laue-Str. 15, 60438 Frankfurt am Main, Germany
- German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), DKTK Site Frankfurt-Mainz, 69120 Heidelberg, Germany
- Correspondence: (S.K.); (T.H.)
| | - Thomas Hanke
- Institute of Pharmaceutical Chemistry, Goethe-University Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany
- Structural Genomics Consortium, Buchmann Institute for Life Sciences, Goethe-University Frankfurt, Max-von-Laue-Str. 15, 60438 Frankfurt am Main, Germany
- Correspondence: (S.K.); (T.H.)
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Dale KL, Armond JW, Hynds RE, Vladimirou E. Modest increase of KIF11 expression exposes fragilities in the mitotic spindle, causing chromosomal instability. J Cell Sci 2022; 135:jcs260031. [PMID: 35929456 PMCID: PMC10500341 DOI: 10.1242/jcs.260031] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Accepted: 08/01/2022] [Indexed: 11/20/2022] Open
Abstract
Chromosomal instability (CIN), the process of increased chromosomal alterations, compromises genomic integrity and has profound consequences on human health. Yet, our understanding of the molecular and mechanistic basis of CIN initiation remains limited. We developed a high-throughput, single-cell, image-based pipeline employing deep-learning and spot-counting models to detect CIN by automatically counting chromosomes and micronuclei. To identify CIN-initiating conditions, we used CRISPR activation in human diploid cells to upregulate, at physiologically relevant levels, 14 genes that are functionally important in cancer. We found that upregulation of CCND1, FOXA1 and NEK2 resulted in pronounced changes in chromosome counts, and KIF11 upregulation resulted in micronuclei formation. We identified KIF11-dependent fragilities within the mitotic spindle; increased levels of KIF11 caused centrosome fragmentation, higher microtubule stability, lagging chromosomes or mitotic catastrophe. Our findings demonstrate that even modest changes in the average expression of single genes in a karyotypically stable background are sufficient for initiating CIN by exposing fragilities of the mitotic spindle, which can lead to a genomically diverse cell population.
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Affiliation(s)
- Katie L. Dale
- Cancer Research UK Lung Cancer Centre of Excellence, UCL Cancer Institute, University College London, London, WC1E 6BT, UK
- Mitotic Dynamics and Chromosomal Instability Laboratory, UCL Cancer Institute, University College London, London, WC1E 6BT, UK
| | - Jonathan W. Armond
- Mitotic Dynamics and Chromosomal Instability Laboratory, UCL Cancer Institute, University College London, London, WC1E 6BT, UK
| | - Robert E. Hynds
- Cancer Research UK Lung Cancer Centre of Excellence, UCL Cancer Institute, University College London, London, WC1E 6BT, UK
- Epithelial Cell Biology in ENT Research Group, UCL Great Ormond Street Institute of Child Health, University College London, London, WC1N 1EH, UK
| | - Elina Vladimirou
- Cancer Research UK Lung Cancer Centre of Excellence, UCL Cancer Institute, University College London, London, WC1E 6BT, UK
- Mitotic Dynamics and Chromosomal Instability Laboratory, UCL Cancer Institute, University College London, London, WC1E 6BT, UK
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43
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Taïeb HM, Bertinetti L, Robinson T, Cipitria A. FUCCItrack: An all-in-one software for single cell tracking and cell cycle analysis. PLoS One 2022; 17:e0268297. [PMID: 35793313 PMCID: PMC9258891 DOI: 10.1371/journal.pone.0268297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Accepted: 04/26/2022] [Indexed: 11/18/2022] Open
Abstract
Beyond the more conventional single-cell segmentation and tracking, single-cell cycle dynamics is gaining a growing interest in the field of cell biology. Thanks to sophisticated systems, such as the fluorescent ubiquitination-based cell cycle indicator (FUCCI), it is now possible to study cell proliferation, migration, changes in nuclear morphology and single cell cycle dynamics, quantitatively and in real time. In this work, we introduce FUCCItrack, an all-in-one, semi-automated software to segment, track and visualize FUCCI modified cell lines. A user-friendly complete graphical user interface is presented to record and quantitatively analyze both collective cell proliferation as well as single cell information, including migration and changes in nuclear or cell morphology as a function of cell cycle. To enable full control over the analysis, FUCCItrack also contains features for identification of errors and manual corrections.
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Affiliation(s)
- Hubert M. Taïeb
- Department of Biomaterials, Max Planck Institute of Colloids and Interfaces, Potsdam, Germany
- * E-mail: (AC); (HMT)
| | - Luca Bertinetti
- Department of Biomaterials, Max Planck Institute of Colloids and Interfaces, Potsdam, Germany
- B CUBE Center for Molecular Bioengineering, TU Dresden, Dresden, Germany
| | - Tom Robinson
- Department of Theory and Bio-Systems, Max Planck Institute of Colloids and Interfaces, Potsdam, Germany
| | - Amaia Cipitria
- Department of Biomaterials, Max Planck Institute of Colloids and Interfaces, Potsdam, Germany
- Biodonostia Health Research Institute, Group of Bioengineering in Regeneration and Cancer, San Sebastian, Spain
- IKERBASQUE, Basque Foundation for Science, Bilbao, Spain
- * E-mail: (AC); (HMT)
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44
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Martinez MAQ, Matus DQ. CDK activity sensors: genetically encoded ratiometric biosensors for live analysis of the cell cycle. Biochem Soc Trans 2022; 50:1081-1090. [PMID: 35674434 PMCID: PMC9661961 DOI: 10.1042/bst20211131] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Revised: 05/09/2022] [Accepted: 05/18/2022] [Indexed: 01/04/2023]
Abstract
Cyclin-dependent kinase (CDK) sensors have facilitated investigations of the cell cycle in living cells. These genetically encoded fluorescent biosensors change their subcellular location upon activation of CDKs. Activation is primarily regulated by their association with cyclins, which in turn trigger cell-cycle progression. In the absence of CDK activity, cells exit the cell cycle and become quiescent, a key step in stem cell maintenance and cancer cell dormancy. The evolutionary conservation of CDKs has allowed for the rapid development of CDK activity sensors for cell lines and several research organisms, including nematodes, fish, and flies. CDK activity sensors are utilized for their ability to visualize the exact moment of cell-cycle commitment. This has provided a breakthrough in understanding the proliferation-quiescence decision. Further adoption of these biosensors will usher in new discoveries focused on the cell-cycle regulation of development, ageing, and cancer.
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Affiliation(s)
- Michael A Q Martinez
- Department of Biochemistry and Cell Biology, Stony Brook University, Stony Brook, NY 11794, U.S.A
| | - David Q Matus
- Department of Biochemistry and Cell Biology, Stony Brook University, Stony Brook, NY 11794, U.S.A
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45
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Disruption of Toxoplasma gondii-Induced Host Cell DNA Replication Is Dependent on Contact Inhibition and Host Cell Type. mSphere 2022; 7:e0016022. [PMID: 35587658 PMCID: PMC9241542 DOI: 10.1128/msphere.00160-22] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The protozoan Toxoplasma gondii is a highly successful obligate intracellular parasite that, upon invasion of its host cell, releases an array of host-modulating protein effectors to counter host defenses and further its own replication and dissemination. Early studies investigating the impact of T. gondii infection on host cell function revealed that this parasite can force normally quiescent cells to activate their cell cycle program. Prior reports by two independent groups identified the dense granule protein effector HCE1/TEEGR as being solely responsible for driving host cell transcriptional changes through its direct interaction with the cyclin E regulatory complex DP1 and associated transcription factors. Our group independently identified HCE1/TEEGR through the presence of distinct repeated regions found in a number of host nuclear targeted parasite effectors and verified its central role in initiating host cell cycle changes. Additionally, we report here the time-resolved kinetics of host cell cycle transition in response to HCE1/TEEGR, using the fluorescence ubiquitination cell cycle indicator reporter line (FUCCI), and reveal the existence of a block in S-phase progression and host DNA synthesis in several cell lines commonly used in the study of T. gondii. Importantly, we have observed that this S-phase block is not due to additional dense granule effectors but rather is dependent on the host cell line background and contact inhibition status of the host monolayer in vitro. This work highlights intriguing differences in the host response to reprogramming by the parasite and raises interesting questions regarding how parasite effectors differentially manipulate the host cell depending on the in vitro or in vivo context. IMPORTANCEToxoplasma gondii chronically infects approximately one-third of the global population and can produce severe pathology in immunologically immature or compromised individuals. During infection, this parasite releases numerous host-targeted effector proteins that can dramatically alter the expression of a variety of host genes. A better understanding of parasite effectors and their host targets has the potential to not only provide ways to control infection but also inform us about our own basic biology. One host pathway that has been known to be altered by T. gondii infection is the cell cycle, and prior reports have identified a parasite effector, known as HCE1/TEEGR, as being responsible. In this report, we further our understanding of the kinetics of cell cycle transition induced by this effector and show that the capacity of HCE1/TEEGR to induce host cell DNA synthesis is dependent on both the cell type and the status of contact inhibition.
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46
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Weng A, Maciel Herrerias M, Watanabe S, Welch LC, Flozak AS, Grant RA, Aillon RP, Dada LA, Han SH, Hinchcliff M, Misharin AV, Budinger GRS, Gottardi CJ. Lung Injury Induces Alveolar Type 2 Cell Hypertrophy and Polyploidy with Implications for Repair and Regeneration. Am J Respir Cell Mol Biol 2022; 66:564-576. [PMID: 35202558 PMCID: PMC9116356 DOI: 10.1165/rcmb.2021-0356oc] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Epithelial polyploidization after injury is a conserved phenomenon recently shown to improve barrier restoration during wound healing. Whether lung injury can induce alveolar epithelial polyploidy is not known. We show that bleomycin injury induces alveolar type 2 cell (AT2) hypertrophy and polyploidy. AT2 polyploidization is also seen in short term ex vivo cultures, where AT2-to-AT1 transdifferentiation is associated with substantial binucleation due to failed cytokinesis. Both hypertrophic and polyploid features of AT2 cells can be attenuated by inhibiting the integrated stress response using the small molecule ISRIB. These data suggest that AT2 hypertrophic growth and polyploidization may be a feature of alveolar epithelial injury. Because AT2 cells serve as facultative progenitors for the distal lung epithelium, a propensity for injury-induced binucleation has implications for AT2 self-renewal and regenerative potential upon reinjury, which may benefit from targeting the integrated stress response.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Monique Hinchcliff
- Division of Rheumatology, Allergy and Immunology, Department of Medicine, Yale University School of Medicine New Haven, Connecticut
| | | | | | - Cara J. Gottardi
- Department of Pulmonary Medicine and,Department of Biochemistry and Molecular Genetics, Feinberg School of Medicine, Northwestern University, Chicago, Illinois; and
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Murganti F, Derks W, Baniol M, Simonova I, Trus P, Neumann K, Khattak S, Guan K, Bergmann O. FUCCI-Based Live Imaging Platform Reveals Cell Cycle Dynamics and Identifies Pro-proliferative Compounds in Human iPSC-Derived Cardiomyocytes. Front Cardiovasc Med 2022; 9:840147. [PMID: 35548410 PMCID: PMC9081338 DOI: 10.3389/fcvm.2022.840147] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Accepted: 03/16/2022] [Indexed: 01/23/2023] Open
Abstract
One of the major goals in cardiac regeneration research is to replace lost ventricular tissue with new cardiomyocytes. However, cardiomyocyte proliferation drops to low levels in neonatal hearts and is no longer efficient in compensating for the loss of functional myocardium in heart disease. We generated a human induced pluripotent stem cell (iPSC)-derived cardiomyocyte-specific cell cycle indicator system (TNNT2-FUCCI) to characterize regular and aberrant cardiomyocyte cycle dynamics. We visualized cell cycle progression in TNNT2-FUCCI and found G2 cycle arrest in endoreplicating cardiomyocytes. Moreover, we devised a live-cell compound screening platform to identify pro-proliferative drug candidates. We found that the alpha-adrenergic receptor agonist clonidine induced cardiomyocyte proliferation in vitro and increased cardiomyocyte cell cycle entry in neonatal mice. In conclusion, the TNNT2-FUCCI system is a versatile tool to characterize cardiomyocyte cell cycle dynamics and identify pro-proliferative candidates with regenerative potential in the mammalian heart.
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Affiliation(s)
| | - Wouter Derks
- Center for Regenerative Therapies Dresden, TU Dresden, Dresden, Germany
| | - Marion Baniol
- Karolinska Institute, Cell and Molecular Biology (CMB), Stockholm, Sweden
| | - Irina Simonova
- Center for Regenerative Therapies Dresden, TU Dresden, Dresden, Germany
| | - Palina Trus
- Center for Regenerative Therapies Dresden, TU Dresden, Dresden, Germany
| | - Katrin Neumann
- Center for Regenerative Therapies Dresden, TU Dresden, Dresden, Germany
| | - Shahryar Khattak
- Center for Regenerative Therapies Dresden, TU Dresden, Dresden, Germany
- Royal College of Surgeons Ireland (RCSI) in Bahrain, Adliya, Bahrain
| | - Kaomei Guan
- Institute of Pharmacology and Toxicology, TU Dresden, Dresden, Germany
| | - Olaf Bergmann
- Center for Regenerative Therapies Dresden, TU Dresden, Dresden, Germany
- Karolinska Institute, Cell and Molecular Biology (CMB), Stockholm, Sweden
- *Correspondence: Olaf Bergmann
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48
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Pradeep S, Zangle TA. Quantitative phase velocimetry measures bulk intracellular transport of cell mass during the cell cycle. Sci Rep 2022; 12:6074. [PMID: 35414087 PMCID: PMC9005622 DOI: 10.1038/s41598-022-10000-w] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Accepted: 03/22/2022] [Indexed: 12/13/2022] Open
Abstract
Transport of mass within cells helps maintain homeostasis and is disrupted by disease and stress. Here, we develop quantitative phase velocimetry (QPV) as a label-free approach to make the invisible flow of mass within cells visible and quantifiable. We benchmark our approach against alternative image registration methods, a theoretical error model, and synthetic data. Our method tracks not just individual labeled particles or molecules, but the entire flow of bulk material through the cell. This enables us to measure diffusivity within distinct cell compartments using a single approach, which we use here for direct comparison of nuclear and cytoplasmic diffusivity. As a label-free method, QPV can be used for long-term tracking to capture dynamics through the cell cycle.
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Affiliation(s)
- Soorya Pradeep
- Department of Chemical Engineering, University of Utah, Salt Lake City, UT, 84112, USA
| | - Thomas A Zangle
- Department of Chemical Engineering, University of Utah, Salt Lake City, UT, 84112, USA. .,Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, 84112, USA.
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49
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Kim S, Chien YH, Ryan A, Kintner C. Emi2 enables centriole amplification during multiciliated cell differentiation. SCIENCE ADVANCES 2022; 8:eabm7538. [PMID: 35363516 PMCID: PMC10938574 DOI: 10.1126/sciadv.abm7538] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Accepted: 02/09/2022] [Indexed: 06/14/2023]
Abstract
Massive centriole amplification during multiciliated cell (MCC) differentiation is a notable example of organelle biogenesis. This process is thought to be enabled by a derived cell cycle state, but the key cell cycle components required for centriole amplification in MCC progenitors remain poorly defined. Here, we show that emi2 (fbxo43) expression is up-regulated and acts in MCC progenitors after cell cycle exit to transiently inhibit anaphase-promoting complex/cyclosome (APC/C)cdh1 activity. We find that this inhibition is required for the phosphorylation and activation of a key cell cycle kinase, plk1, which acts, in turn, to promote different steps required for centriole amplification and basal body formation, including centriole disengagement, apical migration, and maturation into basal bodies. This emi2-APC/C-plk1 axis is also required to down-regulate gene expression essential for centriole amplification after differentiation is complete. These results identify an emi2-APC/C-plk1 axis that promotes and then terminates centriole assembly and basal body formation during MCC differentiation.
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Affiliation(s)
- Seongjae Kim
- Molecular Neurobiology Laboratory, The Salk Institute for Biological Studies, La Jolla, CA, USA
| | - Yuan-Hung Chien
- Molecular Neurobiology Laboratory, The Salk Institute for Biological Studies, La Jolla, CA, USA
| | - Amy Ryan
- Hastings Center for Pulmonary Research, Department of Medicine, University of Southern California, Los Angeles, CA, USA
- Department of Stem Cell and Regenerative Medicine, University of Southern California, Los Angeles, CA, USA
| | - Chris Kintner
- Molecular Neurobiology Laboratory, The Salk Institute for Biological Studies, La Jolla, CA, USA
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50
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Duerr TJ, Jeon EK, Wells KM, Villanueva A, Seifert AW, McCusker CD, Monaghan JR. A constitutively expressed fluorescent ubiquitination-based cell-cycle indicator (FUCCI) in axolotls for studying tissue regeneration. Development 2022; 149:dev199637. [PMID: 35266986 PMCID: PMC8977096 DOI: 10.1242/dev.199637] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Accepted: 02/18/2022] [Indexed: 01/29/2023]
Abstract
Regulation of cell cycle progression is essential for cell proliferation during regeneration following injury. After appendage amputation, the axolotl (Ambystoma mexicanum) regenerates missing structures through an accumulation of proliferating cells known as the blastema. To study cell division during blastema growth, we generated a transgenic line of axolotls that ubiquitously expresses a bicistronic version of the fluorescent ubiquitination-based cell-cycle indicator (FUCCI). We demonstrate near-ubiquitous FUCCI expression in developing and adult tissues, and validate these expression patterns with DNA synthesis and mitosis phase markers. We demonstrate the utility of FUCCI for live and whole-mount imaging, showing the predominantly local contribution of cells during limb and tail regeneration. We also show that spinal cord amputation results in increased proliferation at least 5 mm from the site of injury. Finally, we use multimodal staining to provide cell type information for cycling cells by combining fluorescence in situ hybridization, EdU click-chemistry and immunohistochemistry on a single FUCCI tissue section. This new line of animals will be useful for studying cell cycle dynamics using in situ endpoint assays and in vivo imaging in developing and regenerating animals.
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Affiliation(s)
- Timothy J. Duerr
- Northeastern University, Department of Biology, Boston, MA 02115, USA
| | - Eun Kyung Jeon
- Northeastern University, Department of Biology, Boston, MA 02115, USA
| | - Kaylee M. Wells
- University of Massachusetts Boston, Department of Biology, Boston, MA 02125, USA
| | | | - Ashley W. Seifert
- University of Kentucky, Department of Biology, Lexington, KY 40506, USA
| | | | - James R. Monaghan
- Northeastern University, Department of Biology, Boston, MA 02115, USA
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