1
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Han IS, Hua J, White JS, O’Connor JT, Nassar LS, Tro KJ, Page-McCaw A, Hutson MS. After wounding, a G-protein coupled receptor promotes the restoration of tension in epithelial cells. Mol Biol Cell 2024; 35:ar66. [PMID: 38536445 PMCID: PMC11151093 DOI: 10.1091/mbc.e23-05-0204] [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: 06/01/2023] [Revised: 02/20/2024] [Accepted: 03/20/2024] [Indexed: 04/09/2024] Open
Abstract
The maintenance of epithelial barrier function involves cellular tension, with cells pulling on their neighbors to maintain epithelial integrity. Wounding interrupts cellular tension, which may serve as an early signal to initiate epithelial repair. To characterize how wounds alter cellular tension we used a laser-recoil assay to map cortical tension around wounds in the epithelial monolayer of the Drosophila pupal notum. Within a minute of wounding, there was widespread loss of cortical tension along both radial and tangential directions. This tension loss was similar to levels observed with Rok inactivation. Tension was subsequently restored around the wound, first in distal cells and then in proximal cells, reaching the wound margin ∼10 min after wounding. Restoring tension required the GPCR Mthl10 and the IP3 receptor, indicating the importance of this calcium signaling pathway known to be activated by cellular damage. Tension restoration correlated with an inward-moving contractile wave that has been previously reported; however, the contractile wave itself was not affected by Mthl10 knockdown. These results indicate that cells may transiently increase tension and contract in the absence of Mthl10 signaling, but that pathway is critical for fully resetting baseline epithelial tension after it is disrupted by wounding.
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Affiliation(s)
- Ivy S. Han
- Department of Cell & Developmental Biology, Vanderbilt University, Nashville, TN 37240
- Department of Biological Sciences, Vanderbilt University, Nashville, TN 37240
| | - Junmin Hua
- Department of Cell & Developmental Biology, Vanderbilt University, Nashville, TN 37240
| | - James S. White
- Department of Cell & Developmental Biology, Vanderbilt University, Nashville, TN 37240
| | - James T. O’Connor
- Department of Cell & Developmental Biology, Vanderbilt University, Nashville, TN 37240
| | - Lila S. Nassar
- Department of Physics & Astronomy, Vanderbilt University, Nashville, TN 37240
| | - Kaden J. Tro
- Department of Physics & Astronomy, Vanderbilt University, Nashville, TN 37240
| | - Andrea Page-McCaw
- Department of Cell & Developmental Biology, Vanderbilt University, Nashville, TN 37240
| | - M. Shane Hutson
- Department of Biological Sciences, Vanderbilt University, Nashville, TN 37240
- Department of Physics & Astronomy, Vanderbilt University, Nashville, TN 37240
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2
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Moore E, Zhao R, McKinney MC, Yi K, Wood C, Trainor P. Cell extrusion - a novel mechanism driving neural crest cell delamination. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.03.09.584232. [PMID: 38559094 PMCID: PMC10979875 DOI: 10.1101/2024.03.09.584232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
Abstract
Neural crest cells (NCC) comprise a heterogeneous population of cells with variable potency, that contribute to nearly every tissue and organ system throughout the body. Considered unique to vertebrates, NCC are transiently generated within the dorsolateral region of the neural plate or neural tube, during neurulation. Their delamination and migration are crucial events in embryo development as the differentiation of NCC is heavily influenced by their final resting locations. Previous work in avian and aquatic species has shown that NCC delaminate via an epithelial-mesenchymal transition (EMT), which transforms these stem and progenitor cells from static polarized epithelial cells into migratory mesenchymal cells with fluid front and back polarity. However, the cellular and molecular drivers facilitating NCC delamination in mammals are poorly understood. We performed live timelapse imaging of NCC delamination in mouse embryos and discovered a group of cells that exit the neuroepithelium as isolated round cells, which then halt for a short period prior to acquiring the mesenchymal migratory morphology classically associated with most delaminating NCC. High magnification imaging and protein localization analyses of the cytoskeleton, together with measurements of pressure and tension of delaminating NCC and neighboring neuroepithelial cells, revealed these round NCC are extruded from the neuroepithelium prior to completion of EMT. Furthermore, we demonstrate that cranial NCC are extruded through activation of the mechanosensitive ion channel, PIEZO1, a key regulator of the live cell extrusion pathway, revealing a new role for PIEZO1 in neural crest cell development. Our results elucidating the cellular and molecular dynamics orchestrating NCC delamination support a model in which high pressure and tension in the neuroepithelium results in activation of the live cell extrusion pathway and delamination of a subpopulation of NCC in parallel with EMT. This model has broad implications for our understanding of cell delamination in development and disease.
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Affiliation(s)
- Emma Moore
- Stowers Institute for Medical Research, Kansas City, MO, USA
| | - Ruonan Zhao
- Stowers Institute for Medical Research, Kansas City, MO, USA
- Department of Anatomy and Cell Biology, University of Kansas Medical Center, Kansas City, KS, USA
| | - Mary C McKinney
- Stowers Institute for Medical Research, Kansas City, MO, USA
| | - Kexi Yi
- Stowers Institute for Medical Research, Kansas City, MO, USA
| | | | - Paul Trainor
- Stowers Institute for Medical Research, Kansas City, MO, USA
- Department of Anatomy and Cell Biology, University of Kansas Medical Center, Kansas City, KS, USA
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3
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Han I, Hua J, White JS, O'Connor JT, Nassar LS, Tro KJ, Page-McCaw A, Hutson MS. After wounding, a G-protein coupled receptor promotes the restoration of tension in epithelial cells. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.05.31.543122. [PMID: 37398151 PMCID: PMC10312550 DOI: 10.1101/2023.05.31.543122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/04/2023]
Abstract
The maintenance of epithelial barrier function involves cellular tension, with cells pulling on their neighbors to maintain epithelial integrity. Wounding interrupts cellular tension, which may serve as an early signal to initiate epithelial repair. To characterize how wounds alter cellular tension, we used a laser-recoil assay to map cortical tension around wounds in the epithelial monolayer of the Drosophila pupal notum. Within a minute of wounding, there was widespread loss of cortical tension along both radial and tangential directions. This tension loss was similar to levels observed with Rok inactivation. Tension was subsequently restored around the wound, first in distal cells and then in proximal cells, reaching the wound margin about 10 minutes after wounding. Restoring tension required the GPCR Mthl10 and the IP3 receptor, indicating the importance of this calcium signaling pathway known to be activated by cellular damage. Tension restoration correlated with an inward-moving contractile wave that has been previously reported; however, the contractile wave itself was not affected by Mthl10 knockdown. These results indicate that cells may transiently increase tension and contract in the absence of Mthl10 signaling, but that pathway is critical for fully resetting baseline epithelial tension after it is disrupted by wounding.
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Affiliation(s)
- Ivy Han
- Department of Cell & Developmental Biology, Vanderbilt University
- Department of Biological Sciences, Vanderbilt University
| | - Junmin Hua
- Department of Cell & Developmental Biology, Vanderbilt University
| | - James S White
- Department of Cell & Developmental Biology, Vanderbilt University
| | - James T O'Connor
- Department of Cell & Developmental Biology, Vanderbilt University
| | - Lila S Nassar
- Department of Physics & Astronomy, Vanderbilt University
| | - Kaden J Tro
- Department of Physics & Astronomy, Vanderbilt University
| | | | - M Shane Hutson
- Department of Biological Sciences, Vanderbilt University
- Department of Physics & Astronomy, Vanderbilt University
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4
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Yao Y, Gupta D, Yelon D. The MEK-ERK signaling pathway promotes maintenance of cardiac chamber identity. Development 2024; 151:dev202183. [PMID: 38293792 PMCID: PMC10911121 DOI: 10.1242/dev.202183] [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: 07/17/2023] [Accepted: 01/21/2024] [Indexed: 02/01/2024]
Abstract
Ventricular and atrial cardiac chambers have unique structural and contractile characteristics that underlie their distinct functions. The maintenance of chamber-specific features requires active reinforcement, even in differentiated cardiomyocytes. Previous studies in zebrafish have shown that sustained FGF signaling acts upstream of Nkx factors to maintain ventricular identity, but the rest of this maintenance pathway remains unclear. Here, we show that MEK1/2-ERK1/2 signaling acts downstream of FGF and upstream of Nkx factors to promote ventricular maintenance. Inhibition of MEK signaling, like inhibition of FGF signaling, results in ectopic atrial gene expression and reduced ventricular gene expression in ventricular cardiomyocytes. FGF and MEK signaling both influence ventricular maintenance over a similar timeframe, when phosphorylated ERK (pERK) is present in the myocardium. However, the role of FGF-MEK activity appears to be context-dependent: some ventricular regions are more sensitive than others to inhibition of FGF-MEK signaling. Additionally, in the atrium, although endogenous pERK does not induce ventricular traits, heightened MEK signaling can provoke ectopic ventricular gene expression. Together, our data reveal chamber-specific roles of MEK-ERK signaling in the maintenance of ventricular and atrial identities.
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Affiliation(s)
- Yao Yao
- Department of Cell and Developmental Biology, School of Biological Sciences, University of California, San Diego, La Jolla, CA 92093, USA
| | - Deepam Gupta
- Department of Cell and Developmental Biology, School of Biological Sciences, University of California, San Diego, La Jolla, CA 92093, USA
| | - Deborah Yelon
- Department of Cell and Developmental Biology, School of Biological Sciences, University of California, San Diego, La Jolla, CA 92093, USA
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5
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Ventrella R, Kim SK, Sheridan J, Grata A, Bresteau E, Hassan OA, Suva EE, Walentek P, Mitchell BJ. Bidirectional multiciliated cell extrusion is controlled by Notch-driven basal extrusion and Piezo1-driven apical extrusion. Development 2023; 150:dev201612. [PMID: 37602491 PMCID: PMC10482390 DOI: 10.1242/dev.201612] [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: 01/12/2023] [Accepted: 08/11/2023] [Indexed: 08/22/2023]
Abstract
Xenopus embryos are covered with a complex epithelium containing numerous multiciliated cells (MCCs). During late-stage development, there is a dramatic remodeling of the epithelium that involves the complete loss of MCCs. Cell extrusion is a well-characterized process for driving cell loss while maintaining epithelial barrier function. Normal cell extrusion is typically unidirectional, whereas bidirectional extrusion is often associated with disease (e.g. cancer). We describe two distinct mechanisms for MCC extrusion, a basal extrusion driven by Notch signaling and an apical extrusion driven by Piezo1. Early in the process there is a strong bias towards basal extrusion, but as development continues there is a shift towards apical extrusion. Importantly, response to the Notch signal is age dependent and governed by the maintenance of the MCC transcriptional program such that extension of this program is protective against cell loss. In contrast, later apical extrusion is regulated by Piezo1, such that premature activation of Piezo1 leads to early extrusion while blocking Piezo1 leads to MCC maintenance. Distinct mechanisms for MCC loss underlie the importance of their removal during epithelial remodeling.
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Affiliation(s)
- Rosa Ventrella
- Northwestern University, Feinberg School of Medicine, Department of Cell and Developmental Biology, Chicago, IL 60611, USA
- Precision Medicine Program, Midwestern University, Downers Grove, IL 60515, USA
| | - Sun K. Kim
- Northwestern University, Feinberg School of Medicine, Department of Cell and Developmental Biology, Chicago, IL 60611, USA
| | - Jennifer Sheridan
- Northwestern University, Feinberg School of Medicine, Department of Cell and Developmental Biology, Chicago, IL 60611, USA
| | - Aline Grata
- Northwestern University, Feinberg School of Medicine, Department of Cell and Developmental Biology, Chicago, IL 60611, USA
| | - Enzo Bresteau
- Northwestern University, Feinberg School of Medicine, Department of Cell and Developmental Biology, Chicago, IL 60611, USA
| | - Osama A. Hassan
- Northwestern University, Feinberg School of Medicine, Department of Cell and Developmental Biology, Chicago, IL 60611, USA
| | - Eve E. Suva
- Northwestern University, Feinberg School of Medicine, Department of Cell and Developmental Biology, Chicago, IL 60611, USA
| | - Peter Walentek
- University of Freiburg, Renal Division, Internal Medicine IV, Medical Center and CIBSS Centre for Integrative Biological Signalling Studies, 79104 Freiburg im Breisgau, Germany
| | - Brian J. Mitchell
- Northwestern University, Feinberg School of Medicine, Department of Cell and Developmental Biology, Chicago, IL 60611, USA
- Northwestern University, Lurie Cancer Center, Chicago, IL 60611, USA
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6
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Kennard AS, Sathe M, Labuz EC, Prinz CK, Theriot JA. Post-injury hydraulic fracturing drives fissure formation in the zebrafish basal epidermal cell layer. Curr Biol 2023:S0960-9822(23)00616-4. [PMID: 37290442 DOI: 10.1016/j.cub.2023.05.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Revised: 03/05/2023] [Accepted: 05/10/2023] [Indexed: 06/10/2023]
Abstract
The skin epithelium acts as the barrier between an organism's internal and external environments. In zebrafish and other freshwater organisms, this barrier function requires withstanding a large osmotic gradient across the epidermis. Wounds breach this epithelium, causing a large disruption to the tissue microenvironment due to the mixing of isotonic interstitial fluid with the external hypotonic fresh water. Here, we show that, following acute injury, the larval zebrafish epidermis undergoes a dramatic fissuring process that resembles hydraulic fracturing, driven by the influx of external fluid. After the wound has sealed-preventing efflux of this external fluid-fissuring starts in the basal epidermal layer at the location nearest to the wound and then propagates at a constant rate through the tissue, spanning over 100 μm. During this process, the outermost superficial epidermal layer remains intact. Fissuring is completely inhibited when larvae are wounded in isotonic external media, suggesting that osmotic gradients are required for fissure formation. Additionally, fissuring partially depends on myosin II activity, as myosin II inhibition reduces the distance of fissure propagation away from the wound. During and after fissuring, the basal layer forms large macropinosomes (with cross-sectional areas ranging from 1 to 10 μm2). We conclude that excess external fluid entry through the wound and subsequent closure of the wound through actomyosin purse-string contraction in the superficial cell layer causes fluid pressure buildup in the extracellular space of the zebrafish epidermis. This excess fluid pressure causes tissue to fissure, and eventually the fluid is cleared through macropinocytosis.
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Affiliation(s)
- Andrew S Kennard
- Biophysics Program, Stanford University, Stanford, CA 94305, USA; Department of Biology and Howard Hughes Medical Institute, University of Washington, Seattle, WA 98195, USA
| | - Mugdha Sathe
- Department of Biology and Howard Hughes Medical Institute, University of Washington, Seattle, WA 98195, USA
| | - Ellen C Labuz
- Biophysics Program, Stanford University, Stanford, CA 94305, USA; Department of Biology and Howard Hughes Medical Institute, University of Washington, Seattle, WA 98195, USA
| | - Christopher K Prinz
- Department of Biology and Howard Hughes Medical Institute, University of Washington, Seattle, WA 98195, USA
| | - Julie A Theriot
- Department of Biology and Howard Hughes Medical Institute, University of Washington, Seattle, WA 98195, USA.
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7
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Dow LP, Parmar T, Marchetti MC, Pruitt BL. Engineering tools for quantifying and manipulating forces in epithelia. BIOPHYSICS REVIEWS 2023; 4:021303. [PMID: 38510344 PMCID: PMC10903508 DOI: 10.1063/5.0142537] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/14/2023] [Accepted: 04/20/2023] [Indexed: 03/22/2024]
Abstract
The integrity of epithelia is maintained within dynamic mechanical environments during tissue development and homeostasis. Understanding how epithelial cells mechanosignal and respond collectively or individually is critical to providing insight into developmental and (patho)physiological processes. Yet, inferring or mimicking mechanical forces and downstream mechanical signaling as they occur in epithelia presents unique challenges. A variety of in vitro approaches have been used to dissect the role of mechanics in regulating epithelia organization. Here, we review approaches and results from research into how epithelial cells communicate through mechanical cues to maintain tissue organization and integrity. We summarize the unique advantages and disadvantages of various reduced-order model systems to guide researchers in choosing appropriate experimental systems. These model systems include 3D, 2D, and 1D micromanipulation methods, single cell studies, and noninvasive force inference and measurement techniques. We also highlight a number of in silico biophysical models that are informed by in vitro and in vivo observations. Together, a combination of theoretical and experimental models will aid future experiment designs and provide predictive insight into mechanically driven behaviors of epithelial dynamics.
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Affiliation(s)
| | - Toshi Parmar
- Department of Physics, University of California Santa Barbara, Santa Barbara, California 93106, USA
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8
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Ventrella R, Kim SK, Sheridan J, Grata A, Bresteau E, Hassan O, Suva EE, Walentek P, Mitchell B. Bidirectional multiciliated cell extrusion is controlled by Notch driven basal extrusion and Piezo 1 driven apical extrusion. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.01.12.523838. [PMID: 36711534 PMCID: PMC9882179 DOI: 10.1101/2023.01.12.523838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
Xenopus embryos are covered with a complex epithelium containing numerous multiciliated cells (MCCs). During late stage development there is a dramatic remodeling of the epithelium that involves the complete loss of MCCs. Cell extrusion is a well-characterized process for driving cell loss while maintaining epithelial barrier function. Normal cell extrusion is typically unidirectional whereas bidirectional extrusion is often associated with disease (e.g. cancer). We describe two distinct mechanisms for MCC extrusion, a basal extrusion driven by Notch signaling and an apical extrusion driven by Piezo1. Early in the process there is a strong bias towards basal extrusion, but as development continues there is a shift towards apical extrusion. Importantly, receptivity to the Notch signal is age-dependent and governed by the maintenance of the MCC transcriptional program such that extension of this program is protective against cell loss. In contrast, later apical extrusion is regulated by Piezo 1 such that premature activation of Piezo 1 leads to early extrusion while blocking Piezo 1 leads to MCC maintenance. Distinct mechansms for MCC loss underlie the importance of their removal during epithelial remodeling. Summay Statement Cell extrusion typically occurs unidirectionally. We have identified a single population of multiciliated cells that extrudes bidirectionally: Notch-driven basal extrusion and Piezo 1-mediated apical extrusion.
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Affiliation(s)
- Rosa Ventrella
- Northwestern University, Feinberg School of Medicine, Department of Cell and Developmental Biology
- Current position; Assistant professor, Precision Medicine Program, Midwestern University
| | - Sun K. Kim
- Northwestern University, Feinberg School of Medicine, Department of Cell and Developmental Biology
| | - Jennifer Sheridan
- Northwestern University, Feinberg School of Medicine, Department of Cell and Developmental Biology
| | - Aline Grata
- Northwestern University, Feinberg School of Medicine, Department of Cell and Developmental Biology
| | - Enzo Bresteau
- Northwestern University, Feinberg School of Medicine, Department of Cell and Developmental Biology
| | - Osama Hassan
- Northwestern University, Feinberg School of Medicine, Department of Cell and Developmental Biology
| | - Eve E. Suva
- Northwestern University, Feinberg School of Medicine, Department of Cell and Developmental Biology
| | - Peter Walentek
- University of Freiburg, Renal Division, Internal Medicine IV, Medical Center and CIBSS Centre for Integrative Biological Signalling Studies
| | - Brian Mitchell
- Northwestern University, Feinberg School of Medicine, Department of Cell and Developmental Biology
- Northwestern University, Lurie Cancer Center
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9
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Labuz EC, Footer MJ, Theriot JA. Confined keratocytes mimic in vivo migration and reveal volume-speed relationship. Cytoskeleton (Hoboken) 2023; 80:34-51. [PMID: 36576104 DOI: 10.1002/cm.21741] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Revised: 12/07/2022] [Accepted: 12/26/2022] [Indexed: 12/29/2022]
Abstract
Fish basal epidermal cells, known as keratocytes, are well-suited for cell migration studies. In vitro, isolated keratocytes adopt a stereotyped shape with a large fan-shaped lamellipodium and a nearly spherical cell body. However, in their native in vivo environment, these cells adopt a significantly different shape during their rapid migration toward wounds. Within the epidermis, keratocytes experience two-dimensional (2D) confinement between the outer epidermal cell layer and the basement membrane; these two deformable surfaces constrain keratocyte cell bodies to be flatter in vivo than in isolation. In vivo keratocytes also exhibit a relative elongation of the front-to-back axis and substantially more lamellipodial ruffling, as compared to isolated cells. We have explored the effects of 2D confinement, separated from other in vivo environmental cues, by overlaying isolated cells with an agarose hydrogel with occasional spacers, or with a ceiling made of polydimethylsiloxane (PDMS) elastomer. Under these conditions, isolated keratocytes more closely resemble the in vivo migratory shape phenotype, displaying a flatter apical-basal axis and a longer front-to-back axis than unconfined keratocytes. We propose that 2D confinement contributes to multiple dimensions of in vivo keratocyte shape determination. Further analysis demonstrates that confinement causes a synchronous 20% decrease in both cell speed and volume. Interestingly, we were able to replicate the 20% decrease in speed using a sorbitol hypertonic shock to shrink the cell volume, which did not affect other aspects of cell shape. Collectively, our results suggest that environmentally imposed changes in cell volume may influence cell migration speed, potentially by perturbing physical properties of the cytoplasm.
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Affiliation(s)
- Ellen C Labuz
- Biophysics Program, Stanford University, Stanford, California, USA.,Department of Biology and Howard Hughes Medical Institute, University of Washington, Seattle, Washington, USA
| | - Matthew J Footer
- Department of Biology and Howard Hughes Medical Institute, University of Washington, Seattle, Washington, USA
| | - Julie A Theriot
- Department of Biology and Howard Hughes Medical Institute, University of Washington, Seattle, Washington, USA
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10
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McDougall RM, Cahill HF, Power ME, MacCormack TJ, Meli MV, Rourke JL. Multiparametric cytotoxicity assessment: the effect of gold nanoparticle ligand functionalization on SKOV3 ovarian carcinoma cell death. Nanotoxicology 2022; 16:355-374. [PMID: 35787735 DOI: 10.1080/17435390.2022.2095312] [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: 10/17/2022]
Abstract
Gold nanoparticles (AuNP) are promising anti-cancer agents because of their modifiable properties and high biocompatibility. This study used multiple parallel analyses to investigate the cytotoxic properties of 5 nm AuNP conjugated to four different ligands with distinct surface chemistry: polyethylene glycol (PEG), trimethylammonium bromide (TMAB), 4-dimethylaminopyridine (DMAP), and carboxyl (COOH). We used a range of biochemical and high-content microscopy methods to evaluate the metabolic function, oxidative stress, cell health, cell viability, and cell morphology in SKOV3 ovarian cancer cells. Each AuNP displayed a distinct cytotoxicity profile. All AuNP species assessed exhibited signs of dose-dependent cytotoxicity when morphology, clonogenic survival, lysosomal uptake, or cell number were measured as the marker of toxicity. All particles except for AuNP-COOH increased SKOV3 apoptosis. In contrast, AuNP-TMAB was the only particle that did not alter the metabolic function or induce significant signs of oxidative stress. These results demonstrate that AuNP surface chemistry impacts the magnitude and mechanism of SKOV3 cell death. Together, these findings reinforce the important role for multiparametric cytotoxicity characterization when considering the utility of novel particles and surface chemistries.
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Affiliation(s)
- Rachel M McDougall
- Department of Chemistry and Biochemistry, Mount Allison University, Sackville, Canada
| | - Hannah F Cahill
- Department of Chemistry and Biochemistry, Mount Allison University, Sackville, Canada
| | - Madeline E Power
- Department of Chemistry and Biochemistry, Mount Allison University, Sackville, Canada
| | - Tyson J MacCormack
- Department of Chemistry and Biochemistry, Mount Allison University, Sackville, Canada
| | - M-Vicki Meli
- Department of Chemistry and Biochemistry, Mount Allison University, Sackville, Canada
| | - Jillian L Rourke
- Department of Chemistry and Biochemistry, Mount Allison University, Sackville, Canada
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11
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Ngo PA, Neurath MF, López-Posadas R. Impact of Epithelial Cell Shedding on Intestinal Homeostasis. Int J Mol Sci 2022; 23:ijms23084160. [PMID: 35456978 PMCID: PMC9027054 DOI: 10.3390/ijms23084160] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2022] [Revised: 04/05/2022] [Accepted: 04/06/2022] [Indexed: 02/04/2023] Open
Abstract
The gut barrier acts as a first line of defense in the body, and plays a vital role in nutrition and immunoregulation. A layer of epithelial cells bound together via intercellular junction proteins maintains intestinal barrier integrity. Based on a tight equilibrium between cell extrusion and cell restitution, the renewal of the epithelium (epithelial turnover) permits the preservation of cell numbers. As the last step within the epithelial turnover, cell shedding occurs due to the pressure of cell division and migration from the base of the crypt. During this process, redistribution of tight junction proteins enables the sealing of the epithelial gap left by the extruded cell, and thereby maintains barrier function. Disturbance in cell shedding can create transient gaps (leaky gut) or cell accumulation in the epithelial layer. In fact, numerous studies have described the association between dysregulated cell shedding and infection, inflammation, and cancer; thus epithelial cell extrusion is considered a key defense mechanism. In the gastrointestinal tract, altered cell shedding has been observed in mouse models of intestinal inflammation and appears as a potential cause of barrier loss in human inflammatory bowel disease (IBD). Despite the relevance of this process, there are many unanswered questions regarding cell shedding. The investigation of those mechanisms controlling cell extrusion in the gut will definitely contribute to our understanding of intestinal homeostasis. In this review, we summarized the current knowledge about intestinal cell shedding under both physiological and pathological circumstances.
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Affiliation(s)
- Phuong A. Ngo
- Department of Medicine 1, Friedrich-Alexander-Universität Erlangen-Nürnberg, 91054 Erlangen, Germany; (P.A.N.); (M.F.N.)
- Deutsches Zentrum Immuntherapie (DZI), 91054 Erlangen, Germany
| | - Markus F. Neurath
- Department of Medicine 1, Friedrich-Alexander-Universität Erlangen-Nürnberg, 91054 Erlangen, Germany; (P.A.N.); (M.F.N.)
- Deutsches Zentrum Immuntherapie (DZI), 91054 Erlangen, Germany
| | - Rocío López-Posadas
- Department of Medicine 1, Friedrich-Alexander-Universität Erlangen-Nürnberg, 91054 Erlangen, Germany; (P.A.N.); (M.F.N.)
- Deutsches Zentrum Immuntherapie (DZI), 91054 Erlangen, Germany
- Correspondence:
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12
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Wu X, Kasmani MY, Zheng S, Khatun A, Chen Y, Winkler W, Zander R, Burns R, Taparowsky EJ, Sun J, Cui W. BATF promotes group 2 innate lymphoid cell-mediated lung tissue protection during acute respiratory virus infection. Sci Immunol 2022; 7:eabc9934. [PMID: 35030033 DOI: 10.1126/sciimmunol.abc9934] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
[Figure: see text].
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Affiliation(s)
- Xiaopeng Wu
- Blood Research Institute, Versiti Wisconsin, Milwaukee, WI 53213, USA
| | - Moujtaba Y Kasmani
- Blood Research Institute, Versiti Wisconsin, Milwaukee, WI 53213, USA.,Department of Microbiology and Immunology, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Shikan Zheng
- Blood Research Institute, Versiti Wisconsin, Milwaukee, WI 53213, USA
| | - Achia Khatun
- Blood Research Institute, Versiti Wisconsin, Milwaukee, WI 53213, USA.,Department of Microbiology and Immunology, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Yao Chen
- Blood Research Institute, Versiti Wisconsin, Milwaukee, WI 53213, USA.,Department of Microbiology and Immunology, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Wendy Winkler
- Blood Research Institute, Versiti Wisconsin, Milwaukee, WI 53213, USA
| | - Ryan Zander
- Blood Research Institute, Versiti Wisconsin, Milwaukee, WI 53213, USA
| | - Robert Burns
- Blood Research Institute, Versiti Wisconsin, Milwaukee, WI 53213, USA
| | - Elizabeth J Taparowsky
- Department of Biological Sciences, Purdue University Center for Cancer Research, Purdue University, West Lafayette, IN 47907, USA
| | - Jie Sun
- Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA.,Department of Immunology, Mayo Clinic, Rochester, MN 55905, USA
| | - Weiguo Cui
- Blood Research Institute, Versiti Wisconsin, Milwaukee, WI 53213, USA.,Department of Microbiology and Immunology, Medical College of Wisconsin, Milwaukee, WI 53226, USA
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13
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Phatak M, Kulkarni S, Miles LB, Anjum N, Dworkin S, Sonawane M. Grhl3 promotes retention of epidermal cells under endocytic stress to maintain epidermal architecture in zebrafish. PLoS Genet 2021; 17:e1009823. [PMID: 34570762 PMCID: PMC8496789 DOI: 10.1371/journal.pgen.1009823] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2019] [Revised: 10/07/2021] [Accepted: 09/11/2021] [Indexed: 11/19/2022] Open
Abstract
Epithelia such as epidermis cover large surfaces and are crucial for survival. Maintenance of tissue homeostasis by balancing cell proliferation, cell size, and cell extrusion ensures epidermal integrity. Although the mechanisms of cell extrusion are better understood, how epithelial cells that round up under developmental or perturbed genetic conditions are reintegrated in the epithelium to maintain homeostasis remains unclear. Here, we performed live imaging in zebrafish embryos to show that epidermal cells that round up due to membrane homeostasis defects in the absence of goosepimples/myosinVb (myoVb) function, are reintegrated into the epithelium. Transcriptome analysis and genetic interaction studies suggest that the transcription factor Grainyhead-like 3 (Grhl3) induces the retention of rounded cells by regulating E-cadherin levels. Moreover, Grhl3 facilitates the survival of MyoVb deficient embryos by regulating cell adhesion, cell retention, and epidermal architecture. Our analyses have unraveled a mechanism of retention of rounded cells and its importance in epithelial homeostasis. Developing vertebrate epidermis isolates and protects growing embryos from their surroundings. For performing such a crucial function under compromised physiological or genetic conditions, robust mechanisms allowing maintenance of epidermal integrity are warranted. However, such mechanisms are not fully explored. To investigate the mechanisms by which epidermis copes up with drastic cell-shape changes to maintain the epidermal integrity, we have used a mutant condition, goosepimples/myosinVb (myoVb), wherein epidermal cells round up due to defective intracellular membrane trafficking. Our in vivo confocal imaging shows that this cell rounding is transient and the rounded cells are not extruded. Instead, they are retained and reintegrated. Using next generation sequencing and in situ expression analyses, we show that grainyhead-like 3 (grhl3) gene as well as several cell adhesion genes, including e-cadherin (cdh1), are up-regulated in the epidermal regions having rounded cells. Our genetic analyses reveal that the function of grhl3, which encodes for a transcription factor shown to be crucial for epidermal differentiation and wound healing, is essential to retain rounded-up cells by increasing E-cadherin mediated cell adhesion. We further show that this retention is essential for the maintenance of epidermal homeostasis. We propose that such a mechanism may be operational whenever cells round up under developmental or perturbed genetic conditions.
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Affiliation(s)
- Mandar Phatak
- Department of Biological Sciences, Tata Institute of Fundamental Research, Mumbai, India
| | - Shruti Kulkarni
- Department of Biological Sciences, Tata Institute of Fundamental Research, Mumbai, India
| | - Lee B. Miles
- Department of Physiology, Anatomy and Microbiology, La Trobe University, Bundoora, Australia
| | - Nazma Anjum
- Center for Biotechnology, A.C. College of Technology, Anna University, Chennai, India
| | - Sebastian Dworkin
- Department of Physiology, Anatomy and Microbiology, La Trobe University, Bundoora, Australia
| | - Mahendra Sonawane
- Department of Biological Sciences, Tata Institute of Fundamental Research, Mumbai, India
- * E-mail:
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14
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Zulueta-Coarasa T, Rosenblatt J. The role of tissue maturity and mechanical state in controlling cell extrusion. Curr Opin Genet Dev 2021; 72:1-7. [PMID: 34560388 PMCID: PMC8860846 DOI: 10.1016/j.gde.2021.09.003] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Revised: 09/01/2021] [Accepted: 09/03/2021] [Indexed: 11/03/2022]
Abstract
Epithelia remove dying or excess cells by extrusion, a process that seamlessly squeezes cells out of the layer without disrupting their barrier function. New studies shed light into the intricate relationship between extrusion, tissue mechanics, and development. They emphasize the importance of whole tissue-mechanics, rather than single cell-mechanics in controlling extrusion. Tissue compaction, stiffness, and cell-cell adhesion can impact the efficiency of cell extrusion and mechanisms that drive it, to adapt to different conditions during development or disease.
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Affiliation(s)
- Teresa Zulueta-Coarasa
- The Randall Centre for Cell & Molecular Biophysics, Faculty of Life Sciences & Medicine, Schools of Basic & Medical Biosciences and Cancer & Pharmaceutical Sciences, King's College London, United Kingdom
| | - Jody Rosenblatt
- The Randall Centre for Cell & Molecular Biophysics, Faculty of Life Sciences & Medicine, Schools of Basic & Medical Biosciences and Cancer & Pharmaceutical Sciences, King's College London, United Kingdom.
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15
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Rajan SG, Nacke LM, Dhingra JS, Saxena A. Notch signaling mediates olfactory multiciliated cell specification. Cells Dev 2021; 168:203715. [PMID: 34217886 DOI: 10.1016/j.cdev.2021.203715] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2021] [Revised: 06/12/2021] [Accepted: 06/21/2021] [Indexed: 11/17/2022]
Abstract
Epithelial multiciliated cells (MCCs) use motile cilia to direct external fluid flow, the disruption of which is associated with human diseases in a broad array of organs such as those in the respiratory, reproductive, and renal systems. While many of the signaling pathways that regulate MCC formation in these organ systems have been identified, similar characterization of MCC differentiation in the developing olfactory system has been lacking. Here, using live cell tracking, targeted cell ablation, and temporally-specific inhibition of the Notch signaling pathway, we identify the earliest time window of zebrafish olfactory MCC (OMCC) differentiation and demonstrate these cells' derivation from peridermal cells. We also describe regionally segregated Notch signaling across time points of rapid OMCC differentiation and show that Notch signaling downregulation yields an increase in OMCCs, suggesting that OMCC fate is normally repressed in a region-specific manner during olfactory development. Finally, we describe Notch signaling's regulation of the differentiation/ciliogenesis-associated genes foxj1a and foxj1b. Taken together, these findings provide new insights into the origins and developmental programming of OMCCs in vivo.
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Affiliation(s)
- Sriivatsan G Rajan
- Department of Biological Sciences, University of Illinois at Chicago, Chicago, IL 60607, USA
| | - Lynne M Nacke
- Department of Biological Sciences, University of Illinois at Chicago, Chicago, IL 60607, USA
| | - Jagjot S Dhingra
- Department of Biological Sciences, University of Illinois at Chicago, Chicago, IL 60607, USA
| | - Ankur Saxena
- Department of Biological Sciences, University of Illinois at Chicago, Chicago, IL 60607, USA.
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16
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Post-translational activation of Mmp2 correlates with patterns of active collagen degradation during the development of the zebrafish tail. Dev Biol 2021; 477:155-163. [PMID: 34058190 DOI: 10.1016/j.ydbio.2021.05.016] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Revised: 05/13/2021] [Accepted: 05/18/2021] [Indexed: 11/23/2022]
Abstract
Matrix metalloproteinase-2 (a.k.a. Gelatinase A, or Mmp2 in zebrafish) is known to have roles in pathologies such as arthritis, in which its function is protective, as well as in cancer metastasis, in which it is activated as part of the migration and invasion of metastatic cells. It is also required during development and the regeneration of tissue architecture after wound healing, but its roles in tissue remodelling are not well understood. Gelatinase A is activated post-translationally by proteolytic cleavage, making information about its transcription and even patterns of protein accumulation difficult to relate to biologically relevant activity. Using a transgenic reporter of endogenous Mmp2 activation in zebrafish, we describe its accumulation and post-translational proteolytic activation during the embryonic development of the tail. Though Mmp2 is expressed relatively ubiquitously, it seems to be active only at specific locations and times. Mmp2 is activated robustly in the neural tube and in maturing myotome boundaries. It is also activated in the notochord during body axis straightening, in patches scattered throughout the epidermal epithelium, in the gut, and on cellular protrusions extending from mesenchymal cells in the fin folds. The activation of Mmp2 in the notochord, somite boundaries and fin folds associates with collagen remodelling in the notochord sheath, myotome boundary ECM and actinotrichia respectively. Mmp2 is likely an important effector of ECM remodelling during the morphogenesis of the notochord, a driving structure in vertebrate development. It also appears to function in remodelling the ECM associated with growing epithelia and the maturation of actinotrichia in the fin folds, mediated by mesenchymal cell podosomes.
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17
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Wurster S, Ruiz OE, Samms KM, Tatara AM, Albert ND, Kahan PH, Nguyen AT, Mikos AG, Kontoyiannis DP, Eisenhoffer GT. EGF-mediated suppression of cell extrusion during mucosal damage attenuates opportunistic fungal invasion. Cell Rep 2021; 34:108896. [PMID: 33761358 PMCID: PMC8842569 DOI: 10.1016/j.celrep.2021.108896] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2020] [Revised: 12/17/2020] [Accepted: 03/03/2021] [Indexed: 01/12/2023] Open
Abstract
Severe and often fatal opportunistic fungal infections arise frequently
following mucosal damage caused by trauma or cytotoxic chemotherapy. Interaction
of fungal pathogens with epithelial cells that comprise mucosae is a key early
event associated with invasion, and, therefore, enhancing epithelial defense
mechanisms may mitigate infection. Here, we establish a model of mold and yeast
infection mediated by inducible epithelial cell loss in larval zebrafish.
Epithelial cell loss by extrusion promotes exposure of laminin associated with
increased fungal attachment, invasion, and larval lethality, whereas fungi
defective in adherence or filamentation have reduced virulence. Transcriptional
profiling identifies significant upregulation of the epidermal growth factor
receptor ligand epigen (EPGN) upon mucosal damage. Treatment
with recombinant human EPGN suppresses epithelial cell extrusion, leading to
reduced fungal invasion and significantly enhanced survival. These data support
the concept of augmenting epithelial restorative capacity to attenuate
pathogenic invasion of fungi associated with human disease. Wurster et al. show that extrusion of numerous epithelial cells from
tissue can expose underlying extracellular matrix components to promote
increased attachment and invasion of fungi associated with human disease.
Treatment with recombinant human EPGN suppressed epithelial cell extrusion,
leading to significantly reduced opportunistic fungal invasion.
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Affiliation(s)
- Sebastian Wurster
- Department of Infectious Diseases, Infection Control and Employee Health, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Oscar E Ruiz
- Department of Genetics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Krystin M Samms
- Department of Genetics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Alexander M Tatara
- Medical Scientist Training Program, Baylor College of Medicine, Houston, TX, USA
| | - Nathaniel D Albert
- Department of Infectious Diseases, Infection Control and Employee Health, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Philip H Kahan
- Department of Genetics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Anh Trinh Nguyen
- Department of Microbiology and Molecular Genetics, McGovern Medical School, University of Texas Health Science Center, Houston, TX, USA; MD Anderson Cancer Center UTHealth Graduate School of Biomedical Sciences, Houston, TX, USA
| | | | - Dimitrios P Kontoyiannis
- Department of Infectious Diseases, Infection Control and Employee Health, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
| | - George T Eisenhoffer
- Department of Genetics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA; MD Anderson Cancer Center UTHealth Graduate School of Biomedical Sciences, Houston, TX, USA.
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18
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Kennard A, Prinz C, Labuz E, Theriot J. Wounding Zebrafish Larval Epidermis by Laceration. Bio Protoc 2021; 11:e4260. [DOI: 10.21769/bioprotoc.4260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Revised: 09/17/2021] [Accepted: 09/28/2021] [Indexed: 11/02/2022] Open
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Kennard AS, Theriot JA. Osmolarity-independent electrical cues guide rapid response to injury in zebrafish epidermis. eLife 2020; 9:e62386. [PMID: 33225997 PMCID: PMC7721437 DOI: 10.7554/elife.62386] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2020] [Accepted: 11/17/2020] [Indexed: 01/02/2023] Open
Abstract
The ability of epithelial tissues to heal after injury is essential for animal life, yet the mechanisms by which epithelial cells sense tissue damage are incompletely understood. In aquatic organisms such as zebrafish, osmotic shock following injury is believed to be an early and potent activator of a wound response. We find that, in addition to sensing osmolarity, basal skin cells in zebrafish larvae are also sensitive to changes in the particular ionic composition of their surroundings after wounding, specifically the concentration of sodium chloride in the immediate vicinity of the wound. This sodium chloride-specific wound detection mechanism is independent of cell swelling, and instead is suggestive of a mechanism by which cells sense changes in the transepithelial electrical potential generated by the transport of sodium and chloride ions across the skin. Consistent with this hypothesis, we show that electric fields directly applied within the skin are sufficient to initiate actin polarization and migration of basal cells in their native epithelial context in vivo, even overriding endogenous wound signaling. This suggests that, in order to mount a robust wound response, skin cells respond to both osmotic and electrical perturbations arising from tissue injury.
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Affiliation(s)
- Andrew S Kennard
- Biophysics Program, Stanford UniversityStanfordUnited States
- Department of Biology and Howard Hughes Medical Institute, University of WashingtonSeattleUnited States
| | - Julie A Theriot
- Department of Biology and Howard Hughes Medical Institute, University of WashingtonSeattleUnited States
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20
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Colom B, Alcolea MP, Piedrafita G, Hall MWJ, Wabik A, Dentro SC, Fowler JC, Herms A, King C, Ong SH, Sood RK, Gerstung M, Martincorena I, Hall BA, Jones PH. Spatial competition shapes the dynamic mutational landscape of normal esophageal epithelium. Nat Genet 2020; 52:604-614. [PMID: 32424351 PMCID: PMC7116672 DOI: 10.1038/s41588-020-0624-3] [Citation(s) in RCA: 94] [Impact Index Per Article: 23.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2019] [Accepted: 04/07/2020] [Indexed: 12/29/2022]
Abstract
During aging, progenitor cells acquire mutations, which may generate clones that colonize the surrounding tissue. By middle age, normal human tissues, including the esophageal epithelium (EE), become a patchwork of mutant clones. Despite their relevance for understanding aging and cancer, the processes that underpin mutational selection in normal tissues remain poorly understood. Here, we investigated this issue in the esophageal epithelium of mutagen-treated mice. Deep sequencing identified numerous mutant clones with multiple genes under positive selection, including Notch1, Notch2 and Trp53, which are also selected in human esophageal epithelium. Transgenic lineage tracing revealed strong clonal competition that evolved over time. Clone dynamics were consistent with a simple model in which the proliferative advantage conferred by positively selected mutations depends on the nature of the neighboring cells. When clones with similar competitive fitness collide, mutant cell fate reverts towards homeostasis, a constraint that explains how selection operates in normal-appearing epithelium.
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Affiliation(s)
| | - Maria P Alcolea
- Wellcome-MRC Cambridge Stem Cell Institute, Jeffrey Cheah Biomedical Centre, Cambridge Biomedical Campus, University of Cambridge, Cambridge, UK
- Department of Oncology, University of Cambridge, Hutchison/MRC Research Centre, Cambridge Biomedical Campus, Cambridge, UK
| | - Gabriel Piedrafita
- Wellcome Sanger Institute, Hinxton, UK
- Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Michael W J Hall
- Wellcome Sanger Institute, Hinxton, UK
- MRC Cancer Unit, University of Cambridge, Hutchison/MRC Research Centre, Cambridge Biomedical Campus, Cambridge, UK
| | | | - Stefan C Dentro
- Wellcome Sanger Institute, Hinxton, UK
- European Molecular Biology Laboratory, European Bioinformatics Institute, Cambridge, UK
| | | | | | | | | | | | - Moritz Gerstung
- European Molecular Biology Laboratory, European Bioinformatics Institute, Cambridge, UK
| | | | - Benjamin A Hall
- MRC Cancer Unit, University of Cambridge, Hutchison/MRC Research Centre, Cambridge Biomedical Campus, Cambridge, UK.
| | - Philip H Jones
- Wellcome Sanger Institute, Hinxton, UK.
- MRC Cancer Unit, University of Cambridge, Hutchison/MRC Research Centre, Cambridge Biomedical Campus, Cambridge, UK.
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21
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Affiliation(s)
- Dennis E. Discher
- Molecular & Cell Biophysics Laboratory, University of Pennsylvania, Philadelphia, PA 19104,*Address correspondence to: Dennis E. Discher ()
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