1
|
Gallo E, De Renzis S, Sharpe J, Mayor R, Hartmann J. Versatile system cores as a conceptual basis for generality in cell and developmental biology. Cell Syst 2024; 15:790-807. [PMID: 39236709 DOI: 10.1016/j.cels.2024.08.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Revised: 05/26/2024] [Accepted: 08/07/2024] [Indexed: 09/07/2024]
Abstract
The discovery of general principles underlying the complexity and diversity of cellular and developmental systems is a central and long-standing aim of biology. While new technologies collect data at an ever-accelerating rate, there is growing concern that conceptual progress is not keeping pace. We contend that this is due to a paucity of conceptual frameworks that support meaningful generalizations. This led us to develop the core and periphery (C&P) hypothesis, which posits that many biological systems can be decomposed into a highly versatile core with a large behavioral repertoire and a specific periphery that configures said core to perform one particular function. Versatile cores tend to be widely reused across biology, which confers generality to theories describing them. Here, we introduce this concept and describe examples at multiple scales, including Turing patterning, actomyosin dynamics, multi-cellular morphogenesis, and vertebrate gastrulation. We also sketch its evolutionary basis and discuss key implications and open questions. We propose that the C&P hypothesis could unlock new avenues of conceptual progress in mesoscale biology.
Collapse
Affiliation(s)
- Elisa Gallo
- Institute of Molecular Life Sciences, University of Zurich (UZH), 8057 Zurich, Switzerland
| | - Stefano De Renzis
- Developmental Biology Unit, European Molecular Biology Laboratory (EMBL), 69117 Heidelberg, Germany
| | - James Sharpe
- EMBL Barcelona, European Molecular Biology Laboratory (EMBL), 08003 Barcelona, Spain; Institució Catalana de Recerca i Estudis Avançats, 08010 Barcelona, Spain
| | - Roberto Mayor
- Department of Cell and Developmental Biology, University College London, London WC1E 6BT, UK
| | - Jonas Hartmann
- Institute of Molecular Life Sciences, University of Zurich (UZH), 8057 Zurich, Switzerland; Developmental Biology Unit, European Molecular Biology Laboratory (EMBL), 69117 Heidelberg, Germany; EMBL Barcelona, European Molecular Biology Laboratory (EMBL), 08003 Barcelona, Spain; Department of Cell and Developmental Biology, University College London, London WC1E 6BT, UK; Northwestern Institute on Complex Systems, Northwestern University, Evanston, IL 60208, USA; Department of Chemical and Biological Engineering, Northwestern University, Evanston, IL 60208, USA.
| |
Collapse
|
2
|
Wang L, Goldwag J, Bouyea M, Barra J, Matteson K, Maharjan N, Eladdadi A, Embrechts MJ, Intes X, Kruger U, Barroso M. Spatial topology of organelle is a new breast cancer cell classifier. iScience 2023; 26:107229. [PMID: 37519903 PMCID: PMC10384275 DOI: 10.1016/j.isci.2023.107229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Revised: 05/10/2023] [Accepted: 06/23/2023] [Indexed: 08/01/2023] Open
Abstract
Genomics and proteomics have been central to identify tumor cell populations, but more accurate approaches to classify cell subtypes are still lacking. We propose a new methodology to accurately classify cancer cells based on their organelle spatial topology. Herein, we developed an organelle topology-based cell classification pipeline (OTCCP), which integrates artificial intelligence (AI) and imaging quantification to analyze organelle spatial distribution and inter-organelle topology. OTCCP was used to classify a panel of human breast cancer cells, grown as 2D monolayer or 3D tumor spheroids using early endosomes, mitochondria, and their inter-organelle contacts. Organelle topology allows for a highly precise differentiation between cell lines of different subtypes and aggressiveness. These findings lay the groundwork for using organelle topological profiling as a fast and efficient method for phenotyping breast cancer function as well as a discovery tool to advance our understanding of cancer cell biology at the subcellular level.
Collapse
Affiliation(s)
- Ling Wang
- Department of Molecular and Cellular Physiology, Albany Medical College, Albany, NY 12208, USA
| | - Joshua Goldwag
- Department of Molecular and Cellular Physiology, Albany Medical College, Albany, NY 12208, USA
| | - Megan Bouyea
- Department of Molecular and Cellular Physiology, Albany Medical College, Albany, NY 12208, USA
| | - Jonathan Barra
- Department of Molecular and Cellular Physiology, Albany Medical College, Albany, NY 12208, USA
| | - Kailie Matteson
- Department of Molecular and Cellular Physiology, Albany Medical College, Albany, NY 12208, USA
| | - Niva Maharjan
- Department of Mathematics, The College of Saint Rose, Albany, NY 12203, USA
| | - Amina Eladdadi
- Department of Mathematics, The College of Saint Rose, Albany, NY 12203, USA
| | - Mark J. Embrechts
- Department of Industrial and Systems Engineering, Rensselaer Polytechnic Institute, Troy, NY 12180, USA
| | - Xavier Intes
- Department of Biomedical Engineering, Rensselaer Polytechnic Institute, Troy, NY 12180, USA
| | - Uwe Kruger
- Department of Biomedical Engineering, Rensselaer Polytechnic Institute, Troy, NY 12180, USA
| | - Margarida Barroso
- Department of Molecular and Cellular Physiology, Albany Medical College, Albany, NY 12208, USA
| |
Collapse
|
3
|
Hipolito VEB, Diaz JA, Tandoc KV, Oertlin C, Ristau J, Chauhan N, Saric A, Mclaughlan S, Larsson O, Topisirovic I, Botelho RJ. Enhanced translation expands the endo-lysosome size and promotes antigen presentation during phagocyte activation. PLoS Biol 2019; 17:e3000535. [PMID: 31800587 PMCID: PMC6913987 DOI: 10.1371/journal.pbio.3000535] [Citation(s) in RCA: 43] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2018] [Revised: 12/16/2019] [Accepted: 11/04/2019] [Indexed: 02/06/2023] Open
Abstract
The mechanisms that govern organelle adaptation and remodelling remain poorly defined. The endo-lysosomal system degrades cargo from various routes, including endocytosis, phagocytosis, and autophagy. For phagocytes, endosomes and lysosomes (endo-lysosomes) are kingpin organelles because they are essential to kill pathogens and process and present antigens. During phagocyte activation, endo-lysosomes undergo a morphological transformation, going from a collection of dozens of globular structures to a tubular network in a process that requires the phosphatidylinositol-3-kinase-AKT-mechanistic target of rapamycin (mTOR) signalling pathway. Here, we show that the endo-lysosomal system undergoes an expansion in volume and holding capacity during phagocyte activation within 2 h of lipopolysaccharides (LPS) stimulation. Endo-lysosomal expansion was paralleled by an increase in lysosomal protein levels, but this was unexpectedly largely independent of the transcription factor EB (TFEB) and transcription factor E3 (TFE3), which are known to scale up lysosome biogenesis. Instead, we demonstrate a hitherto unappreciated mechanism of acute organelle expansion via mTOR Complex 1 (mTORC1)-dependent increase in translation, which appears to be mediated by both S6Ks and 4E-BPs. Moreover, we show that stimulation of RAW 264.7 macrophage cell line with LPS alters translation of a subset but not all of mRNAs encoding endo-lysosomal proteins, thereby suggesting that endo-lysosome expansion is accompanied by functional remodelling. Importantly, mTORC1-dependent increase in translation activity was necessary for efficient and rapid antigen presentation by dendritic cells. Collectively, we identified a previously unknown and functionally relevant mechanism for endo-lysosome expansion that relies on mTORC1-dependent translation to stimulate endo-lysosome biogenesis in response to an infection signal. Activation of phagocytes rapidly expands the endo-lysosomal system and promotes antigen presentation. Endo-lysosome expansion was driven by mTORC1-dependent enhanced translation, revealing regulated translation as a mechanism to remodel membrane organelles in response to external signals and stresses.
Collapse
Affiliation(s)
- Victoria E. B. Hipolito
- Graduate Program in Molecular Science, Ryerson University, Toronto, Ontario, Canada
- Department of Chemistry and Biology, Ryerson University, Toronto, Ontario, Canada
| | - Jacqueline A. Diaz
- Department of Chemistry and Biology, Ryerson University, Toronto, Ontario, Canada
| | - Kristofferson V. Tandoc
- Department of Experimental Medicine, McGill University, Montréal, Quebec, Canada
- The Lady Davis Institute, Jewish General Hospital, Montréal, Quebec, Canada
| | - Christian Oertlin
- Department of Oncology-Pathology, Science for Life Laboratory, Karolinska Institutet, Stockholm, Sweden
| | - Johannes Ristau
- Department of Oncology-Pathology, Science for Life Laboratory, Karolinska Institutet, Stockholm, Sweden
| | - Neha Chauhan
- Department of Chemistry and Biology, Ryerson University, Toronto, Ontario, Canada
| | - Amra Saric
- Graduate Program in Molecular Science, Ryerson University, Toronto, Ontario, Canada
- Department of Chemistry and Biology, Ryerson University, Toronto, Ontario, Canada
| | - Shannon Mclaughlan
- The Lady Davis Institute, Jewish General Hospital, Montréal, Quebec, Canada
| | - Ola Larsson
- Department of Oncology-Pathology, Science for Life Laboratory, Karolinska Institutet, Stockholm, Sweden
| | - Ivan Topisirovic
- Department of Experimental Medicine, McGill University, Montréal, Quebec, Canada
- The Lady Davis Institute, Jewish General Hospital, Montréal, Quebec, Canada
- Gerald Bronfman Department of Oncology, McGill University, Montréal, Quebec, Canada
- Department of Biochemistry, McGill University, Montréal, Quebec, Canada
| | - Roberto J. Botelho
- Graduate Program in Molecular Science, Ryerson University, Toronto, Ontario, Canada
- Department of Chemistry and Biology, Ryerson University, Toronto, Ontario, Canada
- * E-mail:
| |
Collapse
|
4
|
Rahmani S, Defferrari MS, Wakarchuk WW, Antonescu CN. Energetic adaptations: Metabolic control of endocytic membrane traffic. Traffic 2019; 20:912-931. [DOI: 10.1111/tra.12705] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2019] [Revised: 09/11/2019] [Accepted: 10/13/2019] [Indexed: 12/18/2022]
Affiliation(s)
- Sadia Rahmani
- Department of Chemistry and BiologyRyerson University Toronto Ontario Canada
| | | | - Warren W. Wakarchuk
- Department of Chemistry and BiologyRyerson University Toronto Ontario Canada
- Department of Biological SciencesUniversity of Alberta Edmonton Alberta Canada
| | - Costin N. Antonescu
- Department of Chemistry and BiologyRyerson University Toronto Ontario Canada
- Keenan Research Centre for Biomedical Science of St. Michael's Hospital Toronto Ontario Canada
| |
Collapse
|
5
|
Loh J, Chuang MC, Lin SS, Joseph J, Su YA, Hsieh TL, Chang YC, Liu AP, Liu YW. An acute decrease in plasma membrane tension induces macropinocytosis via PLD2 activation. J Cell Sci 2019; 132:jcs.232579. [PMID: 31391241 DOI: 10.1242/jcs.232579] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2019] [Accepted: 07/29/2019] [Indexed: 12/13/2022] Open
Abstract
Internalization of macromolecules and membrane into cells through endocytosis is critical for cellular growth, signaling and plasma membrane (PM) tension homeostasis. Although endocytosis is responsive to both biochemical and physical stimuli, how physical cues modulate endocytic pathways is less understood. Contrary to the accumulating discoveries on the effects of increased PM tension on endocytosis, less is known about how a decrease of PM tension impacts on membrane trafficking. Here, we reveal that an acute decrease of PM tension results in phosphatidic acid (PA) production, F-actin and phosphatidylinositol (4,5)-bisphosphate [PI(4,5)P2]-enriched dorsal membrane ruffling and subsequent macropinocytosis in myoblasts. The PA production induced by decreased PM tension depends on phospholipase D2 (PLD2) activation via PLD2 nanodomain disintegration. Furthermore, the 'decreased PM tension-PLD2-macropinocytosis' pathway is prominent in myotubes, reflecting a potential mechanism of PM tension homeostasis upon intensive muscle stretching and relaxation. Together, we identify a new mechanotransduction pathway that converts an acute decrease in PM tension into PA production and then initiates macropinocytosis via actin and PI(4,5)P2-mediated processes.
Collapse
Affiliation(s)
- Julie Loh
- Institute of Molecular Medicine, College of Medicine, National Taiwan University, Taipei 10002, Taiwan
| | - Mei-Chun Chuang
- Institute of Molecular Medicine, College of Medicine, National Taiwan University, Taipei 10002, Taiwan
| | - Shan-Shan Lin
- Institute of Molecular Medicine, College of Medicine, National Taiwan University, Taipei 10002, Taiwan
| | - Jophin Joseph
- Department of Mechanical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
| | - You-An Su
- Institute of Molecular Medicine, College of Medicine, National Taiwan University, Taipei 10002, Taiwan
| | - Tsung-Lin Hsieh
- Institute of Molecular Medicine, College of Medicine, National Taiwan University, Taipei 10002, Taiwan
| | - Yu-Chen Chang
- Institute of Molecular Medicine, College of Medicine, National Taiwan University, Taipei 10002, Taiwan
| | - Allen P Liu
- Department of Mechanical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
| | - Ya-Wen Liu
- Institute of Molecular Medicine, College of Medicine, National Taiwan University, Taipei 10002, Taiwan .,Center of Precision Medicine, College of Medicine, National Taiwan University, Taipei 10002, Taiwan
| |
Collapse
|
6
|
DeNies MS, Rosselli-Murai LK, Schnell S, Liu AP. Clathrin Heavy Chain Knockdown Impacts CXCR4 Signaling and Post-translational Modification. Front Cell Dev Biol 2019; 7:77. [PMID: 31139626 PMCID: PMC6518350 DOI: 10.3389/fcell.2019.00077] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2018] [Accepted: 04/23/2019] [Indexed: 01/22/2023] Open
Abstract
Recent research has implicated endocytic pathways as important regulators of receptor signaling. However, the role of endocytosis in regulating chemokine CXC receptor 4 (CXCR4) signaling remains largely unknown. In the present work we systematically investigate the impact of clathrin knockdown on CXCR4 internalization, signaling, and receptor post-translational modification. Inhibition of clathrin-mediated endocytosis (CME) significantly reduced CXCR4 internalization. In contrast to other receptors, clathrin knockdown increased CXCL12-dependent ERK1/2 signaling. Simultaneous inhibition of CME and lipid raft disruption abrogated this increase in ERK1/2 phosphorylation suggesting that endocytic pathway compensation can influence signaling outcomes. Interestingly, using an antibody sensitive to CXCR4 post-translational modification, we also found that our ability to detect CXCR4 was drastically reduced upon clathrin knockdown. We hypothesize that this effect was due to differences in receptor post-translational modification as total CXCR4 protein and mRNA levels were unchanged. Lastly, we show that clathrin knockdown reduced CXCL12-dependent cell migration irrespective of an observed increase in ERK1/2 phosphorylation. Altogether, this work supports a complex model by which modulation of endocytosis affects not only receptor signaling and internalization but also receptor post-translational modification.
Collapse
Affiliation(s)
- Maxwell S DeNies
- Cellular and Molecular Biology Graduate Program, University of Michigan Medical School, Ann Arbor, MI, United States
| | | | - Santiago Schnell
- Cellular and Molecular Biology Graduate Program, University of Michigan Medical School, Ann Arbor, MI, United States.,Department of Molecular and Integrative Physiology, University of Michigan Medical School, Ann Arbor, MI, United States.,Department of Computational Medicine and Bioinformatics, University of Michigan Medical School, Ann Arbor, MI, United States
| | - Allen P Liu
- Cellular and Molecular Biology Graduate Program, University of Michigan Medical School, Ann Arbor, MI, United States.,Department of Mechanical Engineering, University of Michigan, Ann Arbor, MI, United States.,Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, United States.,Department of Biophysics, University of Michigan, Ann Arbor, MI, United States
| |
Collapse
|
7
|
Bumpus TW, Baskin JM. Greasing the Wheels of Lipid Biology with Chemical Tools. Trends Biochem Sci 2018; 43:970-983. [PMID: 30472989 DOI: 10.1016/j.tibs.2018.09.011] [Citation(s) in RCA: 49] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2018] [Revised: 08/31/2018] [Accepted: 09/19/2018] [Indexed: 02/06/2023]
Abstract
Biological lipids are a structurally diverse and historically vexing group of hydrophobic metabolites. Here, we review recent advances in chemical imaging techniques that reveal changes in lipid biosynthesis, metabolism, dynamics, and interactions. We highlight tools for tagging many lipid classes via metabolic incorporation of bioorthogonally functionalized precursors, detectable via click chemistry, and photocaged, photoswitchable, and photocrosslinkable variants of different lipids. Certain lipid probes can supplant traditional protein-based markers of organelle membranes in super-resolution microscopy, and emerging vibrational imaging methods, such as stimulated Raman spectroscopy (SRS), enable simultaneous imaging of more than a dozen different types of target molecule, including lipids. Collectively, these chemical imaging techniques will illuminate, in living color, previously hidden aspects of lipid biology.
Collapse
Affiliation(s)
- Timothy W Bumpus
- Department of Chemistry and Chemical Biology and Weill Institute for Cell and Molecular Biology, Cornell University, Ithaca, NY 14853, USA
| | - Jeremy M Baskin
- Department of Chemistry and Chemical Biology and Weill Institute for Cell and Molecular Biology, Cornell University, Ithaca, NY 14853, USA.
| |
Collapse
|
8
|
Tan X, Luo M, Liu AP. Clathrin-mediated endocytosis regulates fMLP-mediated neutrophil polarization. Heliyon 2018; 4:e00819. [PMID: 30263974 PMCID: PMC6157066 DOI: 10.1016/j.heliyon.2018.e00819] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2018] [Revised: 08/30/2018] [Accepted: 09/20/2018] [Indexed: 11/19/2022] Open
Abstract
A cell's ability to establish polarization is one of the key steps in directional migration. Upon the addition of a chemoattractant, N-formylmethionyl-leucyl-phenylalanine (fMLP), neutrophils rapidly develop a front end marked by a wide and dense actin network which is a feature of cell polarization. Despite a general understanding of bi-directional crosstalk between endocytosis and polarization, it remains unclear how clathrin-mediated endocytosis (CME) induced by chemoattractant binding to formyl peptide receptor (FPR) affects neutrophil polarization. In this work, we characterized the spatial organization of FPR and clathrin-coated pits (CCPs), the functional unit of CME, with and without fMLP and found that fMLP induced different distributions of FPR and CCPs. We further found that cells had impaired polarization induced by fMLP when CME is inhibited by small molecule inhibitors. Under these conditions, pERK, pAkt308, and pAkt473 were all severely blocked or had altered dynamics. The spatial organization between actin and two major clathrin-mediated endocytic proteins, clathrin and β-arrestin, were distinct and supported clathrin and β-arrestin's functional roles in mediating neutrophil polarization. Together these results suggest that CME plays a pivotal role in a complex process such as cell polarization.
Collapse
Affiliation(s)
- Xinyu Tan
- Department of Mechanical Engineering, University of Michigan, Ann Arbor, Michigan, United States
| | - Mingzhi Luo
- Department of Mechanical Engineering, University of Michigan, Ann Arbor, Michigan, United States
- Institute of Biomedical Engineering and Health Sciences, Changzhou University, Changzhou, Jiangsu, PR China
| | - Allen P. Liu
- Department of Mechanical Engineering, University of Michigan, Ann Arbor, Michigan, United States
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, Michigan, United States
- Cellular and Molecular Biology Program, University of Michigan, Ann Arbor, Michigan, United States
- Biophysics Program, University of Michigan, Ann Arbor, Michigan, United States
- Corresponding author.
| |
Collapse
|
9
|
Hipolito VEB, Ospina-Escobar E, Botelho RJ. Lysosome remodelling and adaptation during phagocyte activation. Cell Microbiol 2018; 20. [PMID: 29349904 DOI: 10.1111/cmi.12824] [Citation(s) in RCA: 47] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2017] [Revised: 01/11/2018] [Accepted: 01/15/2018] [Indexed: 12/30/2022]
Abstract
Lysosomes are acidic and hydrolytic organelles responsible for receiving and digesting cargo acquired during endocytosis, phagocytosis, and autophagy. For macrophages and dendritic cells, the lysosome is kingpin, playing a direct role in microbe killing and antigen processing for presentation. Strikingly, the historic view that lysosomes are homogeneous and static organelles is being replaced with a more elegant paradigm, in which lysosomes are heterogeneous, dynamic, and respond to cellular needs. For example, lysosomes are signalling platforms that integrate stress detection and molecular decision hubs such as the mTOR complex 1 and AMPK to modulate cellular activity. These signals can even adjust lysosome activity by modulating transcription factors such as transcription factor EB (TFEB) and TFE3 that govern lysosome gene expression. Here, we review lysosome remodelling and adaptation during macrophage and dendritic cell stimulation. First, we assess the functional outcomes and regulatory mechanisms driving the dramatic restructuring of lysosomes from globular organelles into a tubular network during phagocyte activation. Second, we discuss lysosome adaptation and scaling in macrophages driven by TFEB and TFE3 stimulation in response to phagocytosis and microbe challenges. Collectively, we are beginning to appreciate that lysosomes are dynamic and adapt to serve phagocyte differentiation in response to microbes and immune stress.
Collapse
Affiliation(s)
- Victoria E B Hipolito
- Department of Chemistry and Biology and the Graduate Program in Molecular Science, Ryerson University, Toronto, Ontario, Canada
| | - Erika Ospina-Escobar
- Department of Chemistry and Biology and the Graduate Program in Molecular Science, Ryerson University, Toronto, Ontario, Canada
| | - Roberto J Botelho
- Department of Chemistry and Biology and the Graduate Program in Molecular Science, Ryerson University, Toronto, Ontario, Canada
| |
Collapse
|