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Rapin G, Caballero N, Gaponenko I, Ziegler B, Rawleigh A, Moriggi E, Giamarchi T, Brown SA, Paruch P. Roughness and dynamics of proliferating cell fronts as a probe of cell-cell interactions. Sci Rep 2021; 11:8869. [PMID: 33893343 PMCID: PMC8065107 DOI: 10.1038/s41598-021-86684-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Accepted: 03/05/2021] [Indexed: 12/22/2022] Open
Abstract
Juxtacellular interactions play an essential but still not fully understood role in both normal tissue development and tumour invasion. Using proliferating cell fronts as a model system, we explore the effects of cell-cell interactions on the geometry and dynamics of these one-dimensional biological interfaces. We observe two distinct scaling regimes of the steady state roughness of in-vitro propagating Rat1 fibroblast cell fronts, suggesting different hierarchies of interactions at sub-cell lengthscales and at a lengthscale of 2-10 cells. Pharmacological modulation significantly affects the proliferation speed of the cell fronts, and those modulators that promote cell mobility or division also lead to the most rapid evolution of cell front roughness. By comparing our experimental observations to numerical simulations of elastic cell fronts with purely short-range interactions, we demonstrate that the interactions at few-cell lengthscales play a key role. Our methodology provides a simple framework to measure and characterise the biological effects of such interactions, and could be useful in tumour phenotyping.
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Affiliation(s)
- Guillaume Rapin
- Department of Quantum Matter Physics, University of Geneva, 1211, Geneva, Switzerland
| | - Nirvana Caballero
- Department of Quantum Matter Physics, University of Geneva, 1211, Geneva, Switzerland
| | - Iaroslav Gaponenko
- Department of Quantum Matter Physics, University of Geneva, 1211, Geneva, Switzerland
- G.W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA, 30332, USA
| | - Benedikt Ziegler
- Department of Quantum Matter Physics, University of Geneva, 1211, Geneva, Switzerland
| | - Audrey Rawleigh
- Chronobiology and Sleep Research Group, Institute of Pharmacology and Toxicology, University of Zurich, Zurich, Switzerland
| | - Ermanno Moriggi
- Chronobiology and Sleep Research Group, Institute of Pharmacology and Toxicology, University of Zurich, Zurich, Switzerland
| | - Thierry Giamarchi
- Department of Quantum Matter Physics, University of Geneva, 1211, Geneva, Switzerland
| | - Steven A Brown
- Chronobiology and Sleep Research Group, Institute of Pharmacology and Toxicology, University of Zurich, Zurich, Switzerland
| | - Patrycja Paruch
- Department of Quantum Matter Physics, University of Geneva, 1211, Geneva, Switzerland.
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Calder A, Roth-Albin I, Bhatia S, Pilquil C, Lee JH, Bhatia M, Levadoux-Martin M, McNicol J, Russell J, Collins T, Draper JS. Lengthened G1 phase indicates differentiation status in human embryonic stem cells. Stem Cells Dev 2012; 22:279-95. [PMID: 22827698 DOI: 10.1089/scd.2012.0168] [Citation(s) in RCA: 109] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023] Open
Abstract
The cell cycle in pluripotent stem cells is notable for the brevity of the G1 phase, permitting rapid proliferation and reducing the duration of differentiation signal sensitivity associated with the G1 phase. Changes in the length of G1 phase are understood to accompany the differentiation of human embryonic stem cells (hESCs), but the timing and extent of such changes are poorly defined. Understanding the early steps governing the differentiation of hESCs will facilitate better control over differentiation for regenerative medicine and drug discovery applications. Here we report the first use of real-time cell cycle reporters in hESCs. We coexpressed the chromatin-decorating H2B-GFP fusion protein and the fluorescence ubiquitination cell cycle indicator (FUCCI)-G1 fusion protein, a G1 phase-specific reporter, in hESCs to measure the cell cycle status in live cells. We found that FUCCI-G1 expression is weakly detected in undifferentiated hESCs, but rapidly increases upon differentiation. hESCs in the G1 phase display a reduction in undifferentiated colony-initiating cell function, underscoring the relationship between G1 phase residence and differentiation. Importantly, we demonstrate inter- and intracolony variation in response to chemicals that induce differentiation, implying extensive cell-cell variation in the threshold necessary to alter the G1 phase length. Finally, gain of differentiation markers appears to be coincident with G1 phase lengthening, with distinct G1 phase profiles associated with different markers of early hESC differentiation. Our data demonstrate the tight coupling of cell cycle changes to hESC differentiation, and highlight the cell cycle reporter system and assays we have implemented as a novel avenue for investigating pluripotency and differentiation.
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Affiliation(s)
- Ashley Calder
- McMaster Stem Cell and Cancer Research Institute, Michael G. DeGroote School of Medicine, McMaster University , Hamilton, Ontario, Canada
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Jin Q, Duggan R, Dasa SSK, Li F, Chen L. Random mitotic activities across human embryonic stem cell colonies. Stem Cells Dev 2011; 19:1241-8. [PMID: 19842916 DOI: 10.1089/scd.2009.0324] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
A systemic and quantitative study was performed to examine whether different levels of mitotic activities, assessed by the percentage of S-phase cells at any given time point, existed at different physical regions of human embryonic stem (hES) cell colonies at 2, 4, 6 days after cell passaging. Mitotically active cells were identified by the positive incorporation of 5-bromo-2-deoxyuridine (BrdU) within their newly synthesized DNA. Our data indicated that mitotically active cells were often distributed as clusters randomly across the colonies within the examined growth period, presumably resulting from local deposition of newly divided cells. This latter notion was further demonstrated by the confined growth of enhanced green florescence protein (EGFP) expressing cells amongst non-GFP expressing cells. Furthermore, the overall percentage of mitotically active cells remained constantly at about 50% throughout the 6-day culture period, indicating mitotic activities of hES cell cultures were time-independent under current growth conditions.
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Affiliation(s)
- Qiaoling Jin
- Biosciences Division, Argonne National Laboratory, Lemont, Illinois 60439, USA.
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Inanç B, Elçin AE, Ünsal E, Balos K, Parlar A, Elçin YM. Differentiation of Human Embryonic Stem Cells on Periodontal Ligament Fibroblasts In Vitro. Artif Organs 2008; 32:100-9. [DOI: 10.1111/j.1525-1594.2007.00499.x] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
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Inanç B, Elçin AE, Elçin YM. Effect of Osteogenic Induction on the in Vitro Differentiation of Human Embryonic Stem Cells Cocultured With Periodontal Ligament Fibroblasts. Artif Organs 2007; 31:792-800. [DOI: 10.1111/j.1525-1594.2007.00470.x] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Gerecht S, Burdick JA, Ferreira LS, Townsend SA, Langer R, Vunjak-Novakovic G. Hyaluronic acid hydrogel for controlled self-renewal and differentiation of human embryonic stem cells. Proc Natl Acad Sci U S A 2007; 104:11298-303. [PMID: 17581871 PMCID: PMC2040893 DOI: 10.1073/pnas.0703723104] [Citation(s) in RCA: 458] [Impact Index Per Article: 26.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Control of self-renewal and differentiation of human ES cells (hESCs) remains a challenge. This is largely due to the use of culture systems that involve poorly defined animal products and do not mimic the normal developmental milieu. Routine protocols involve the propagation of hESCs on mouse fibroblast or human feeder layers, enzymatic cell removal, and spontaneous differentiation in cultures of embryoid bodies, and each of these steps involves significant variability of culture conditions. We report that a completely synthetic hydrogel matrix can support (i) long-term self-renewal of hESCs in the presence of conditioned medium from mouse embryonic fibroblast feeder layers, and (ii) direct cell differentiation. Hyaluronic acid (HA) hydrogels were selected because of the role of HA in early development and feeder layer cultures of hESCs and the controllability of hydrogel architecture, mechanics, and degradation. When encapsulated in 3D HA hydrogels (but not within other hydrogels or in monolayer cultures on HA), hESCs maintained their undifferentiated state, preserved their normal karyotype, and maintained their full differentiation capacity as indicated by embryoid body formation. Differentiation could be induced within the same hydrogel by simply altering soluble factors. We therefore propose that HA hydrogels, with their developmentally relevant composition and tunable physical properties, provide a unique microenvironment for the self-renewal and differentiation of hESCs.
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Affiliation(s)
- Sharon Gerecht
- *Harvard–Massachusetts Institute of Technology Division of Health Sciences and Technology and
| | - Jason A. Burdick
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104; and
| | - Lino S. Ferreira
- Departments of Chemical Engineering and Bioengineering, Massachusetts Institute of Technology, Cambridge, MA 02139
- Center of Neurosciences and Cell Biology, University of Coimbra, 3004-517 Coimbra, Portugal
- Biocant Centro de Inovação em Biotecnologia, 3060-197 Cantanhede, Portugal
| | - Seth A. Townsend
- Departments of Chemical Engineering and Bioengineering, Massachusetts Institute of Technology, Cambridge, MA 02139
| | - Robert Langer
- *Harvard–Massachusetts Institute of Technology Division of Health Sciences and Technology and
- Departments of Chemical Engineering and Bioengineering, Massachusetts Institute of Technology, Cambridge, MA 02139
- To whom correspondence may be addressed. E-mail:
| | - Gordana Vunjak-Novakovic
- **Department of Biomedical Engineering, Columbia University, New York, NY 10027
- To whom correspondence may be addressed at:
Department of Biomedical Engi neering, Columbia University, William Black Research Building 1605–1611, 650 West 168th Street, MC 104B, New York, NY 10032. E-mail:
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Ozolek JA, Jane EP, Krowsoski L, Sammak PJ. Human Embryonic Stem Cells (HSF-6) Show Greater Proliferation and Apoptoses When Grown on Glioblastoma Cells Than Mouse Embryonic Fibroblasts at Day 19 in Culture: Comparison of Proliferation, Survival, and Neural Differentiation on Two Different Feeder Cell Types. Stem Cells Dev 2007; 16:403-12. [PMID: 17610370 DOI: 10.1089/scd.2006.0109] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
Recent years have seen a surge of scientific research examining the interdependence of one germ layer in the development of the other, both in vivo and in vitro. For example, the endoderm is believed to play a crucial role in the formation of mesoderm and subsequent maturation of cells belonging to the mesodermal lineage. Our understanding of this complex relationship is continuously growing with reinterpretation of earlier concepts and apprehension of newer hypotheses into the biology of embryonic development. Here we discuss some of the events governing the cooperative control of endoderm over mesoderm, and propose a perspective based on the existing literature and our own experience.
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Affiliation(s)
- John A Ozolek
- Department of Pathology, University of Pittsburgh, Pittsburgh, PA 15213, USA.
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