1
|
Cao D, Bergmann J, Zhong L, Hemalatha A, Dingare C, Jensen T, Cox AL, Greco V, Steventon B, Sozen B. Selective utilization of glucose metabolism guides mammalian gastrulation. Nature 2024; 634:919-928. [PMID: 39415005 PMCID: PMC11499262 DOI: 10.1038/s41586-024-08044-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Accepted: 09/12/2024] [Indexed: 10/18/2024]
Abstract
The prevailing dogma for morphological patterning in developing organisms argues that the combined inputs of transcription factor networks and signalling morphogens alone generate spatially and temporally distinct expression patterns. However, metabolism has also emerged as a critical developmental regulator1-10, independent of its functions in energy production and growth. The mechanistic role of nutrient utilization in instructing cellular programmes to shape the in vivo developing mammalian embryo remains unknown. Here we reveal two spatially resolved, cell-type- and stage-specific waves of glucose metabolism during mammalian gastrulation by using single-cell-resolution quantitative imaging of developing mouse embryos, stem cell models and embryo-derived tissue explants. We identify that the first spatiotemporal wave of glucose metabolism occurs through the hexosamine biosynthetic pathway to drive fate acquisition in the epiblast, and the second wave uses glycolysis to guide mesoderm migration and lateral expansion. Furthermore, we demonstrate that glucose exerts its influence on these developmental processes through cellular signalling pathways, with distinct mechanisms connecting glucose with the ERK activity in each wave. Our findings underscore that-in synergy with genetic mechanisms and morphogenic gradients-compartmentalized cellular metabolism is integral in guiding cell fate and specialized functions during development. This study challenges the view of the generic and housekeeping nature of cellular metabolism, offering valuable insights into its roles in various developmental contexts.
Collapse
Affiliation(s)
- Dominica Cao
- Department of Genetics, Yale School of Medicine, Yale University, New Haven, CT, USA
| | - Jenna Bergmann
- Department of Genetics, Yale School of Medicine, Yale University, New Haven, CT, USA
| | - Liangwen Zhong
- Department of Genetics, Yale School of Medicine, Yale University, New Haven, CT, USA
| | - Anupama Hemalatha
- Department of Genetics, Yale School of Medicine, Yale University, New Haven, CT, USA
| | - Chaitanya Dingare
- Department of Genetics, University of Cambridge, Downing Site, Cambridge, UK
| | - Tyler Jensen
- Department of Genetics, Yale School of Medicine, Yale University, New Haven, CT, USA
- MD-PhD Program, Yale University, New Haven, CT, USA
| | - Andy L Cox
- Department of Genetics, Yale School of Medicine, Yale University, New Haven, CT, USA
| | - Valentina Greco
- Department of Genetics, Yale School of Medicine, Yale University, New Haven, CT, USA
- Yale Stem Cell Center, Yale University, New Haven, CT, USA
- Howard Hughes Medical Institute, Yale School of Medicine, New Haven, CT, USA
| | - Benjamin Steventon
- Department of Genetics, University of Cambridge, Downing Site, Cambridge, UK
| | - Berna Sozen
- Department of Genetics, Yale School of Medicine, Yale University, New Haven, CT, USA.
- Yale Stem Cell Center, Yale University, New Haven, CT, USA.
- Department of Obstetrics, Gynecology and Reproductive Sciences, Yale School of Medicine, Yale University, New Haven, CT, USA.
| |
Collapse
|
2
|
Garge RK, Lynch V, Fields R, Casadei S, Best S, Stone J, Snyder M, McGann CD, Shendure J, Starita LM, Hamazaki N, Schweppe DK. The proteomic landscape and temporal dynamics of mammalian gastruloid development. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.09.05.609098. [PMID: 39282277 PMCID: PMC11398484 DOI: 10.1101/2024.09.05.609098] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 10/22/2024]
Abstract
Gastrulation is the highly coordinated process by which the early embryo breaks symmetry, establishes germ layers and a body plan, and sets the stage for organogenesis. As early mammalian development is challenging to study in vivo, stem cell-derived models have emerged as powerful surrogates, e.g. human and mouse gastruloids. However, although single cell RNA-seq (scRNA-seq) and high-resolution imaging have been extensively applied to characterize such in vitro embryo models, a paucity of measurements of protein dynamics and regulation leaves a major gap in our understanding. Here, we sought to address this by applying quantitative proteomics to human and mouse gastruloids at four key stages of their differentiation (naïve ESCs, primed ESCs, early gastruloids, late gastruloids). To the resulting data, we perform network analysis to map the dynamics of expression of macromolecular protein complexes and biochemical pathways, including identifying cooperative proteins that associate with them. With matched RNA-seq and phosphosite data from these same stages, we investigate pathway-, stage- and species-specific aspects of translational and post-translational regulation, e.g. finding peri-gastrulation stages of human and mice to be discordant with respect to the mitochondrial transcriptome vs. proteome, and nominating novel kinase-substrate relationships based on phosphosite dynamics. Finally, we leverage correlated dynamics to identify conserved protein networks centered around congenital disease genes. Altogether, our data (https://gastruloid.brotmanbaty.org/) and analyses showcase the potential of intersecting in vitro embryo models and proteomics to advance our understanding of early mammalian development in ways not possible through transcriptomics alone.
Collapse
Affiliation(s)
- Riddhiman K. Garge
- Department of Genome Sciences, University of Washington, Seattle, Washington, USA
- Brotman Baty Institute for Precision Medicine, Seattle, Washington, USA
| | - Valerie Lynch
- Department of Genome Sciences, University of Washington, Seattle, Washington, USA
| | - Rose Fields
- Department of Genome Sciences, University of Washington, Seattle, Washington, USA
| | - Silvia Casadei
- Department of Genome Sciences, University of Washington, Seattle, Washington, USA
- Brotman Baty Institute for Precision Medicine, Seattle, Washington, USA
| | - Sabrina Best
- Brotman Baty Institute for Precision Medicine, Seattle, Washington, USA
| | - Jeremy Stone
- Brotman Baty Institute for Precision Medicine, Seattle, Washington, USA
| | - Matthew Snyder
- Brotman Baty Institute for Precision Medicine, Seattle, Washington, USA
| | - Chris D. McGann
- Department of Genome Sciences, University of Washington, Seattle, Washington, USA
| | - Jay Shendure
- Department of Genome Sciences, University of Washington, Seattle, Washington, USA
- Brotman Baty Institute for Precision Medicine, Seattle, Washington, USA
- Institute of Stem Cell and Regenerative Medicine, University of Washington, Seattle, Washington, USA
- Howard Hughes Medical Institute, University of Washington, Seattle, Washington, USA
- Seattle Hub for Synthetic Biology, Seattle, Washington, USA
| | - Lea M. Starita
- Department of Genome Sciences, University of Washington, Seattle, Washington, USA
- Brotman Baty Institute for Precision Medicine, Seattle, Washington, USA
| | - Nobuhiko Hamazaki
- Department of Genome Sciences, University of Washington, Seattle, Washington, USA
- Brotman Baty Institute for Precision Medicine, Seattle, Washington, USA
- Institute of Stem Cell and Regenerative Medicine, University of Washington, Seattle, Washington, USA
- Seattle Hub for Synthetic Biology, Seattle, Washington, USA
| | - Devin K. Schweppe
- Department of Genome Sciences, University of Washington, Seattle, Washington, USA
- Brotman Baty Institute for Precision Medicine, Seattle, Washington, USA
- Institute of Stem Cell and Regenerative Medicine, University of Washington, Seattle, Washington, USA
| |
Collapse
|
3
|
Stehbens SJ, Scarpa E, White MD. Perspectives in collective cell migration - moving forward. J Cell Sci 2024; 137:jcs261549. [PMID: 38904172 DOI: 10.1242/jcs.261549] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/22/2024] Open
Abstract
Collective cell migration, where cells move as a cohesive unit, is a vital process underlying morphogenesis and cancer metastasis. Thanks to recent advances in imaging and modelling, we are beginning to understand the intricate relationship between a cell and its microenvironment and how this shapes cell polarity, metabolism and modes of migration. The use of biophysical and mathematical models offers a fresh perspective on how cells migrate collectively, either flowing in a fluid-like state or transitioning to more static states. Continuing to unite researchers in biology, physics and mathematics will enable us to decode more complex biological behaviours that underly collective cell migration; only then can we understand how this coordinated movement of cells influences the formation and organisation of tissues and directs the spread of metastatic cancer. In this Perspective, we highlight exciting discoveries, emerging themes and common challenges that have arisen in recent years, and possible ways forward to bridge the gaps in our current understanding of collective cell migration.
Collapse
Affiliation(s)
- Samantha J Stehbens
- The University of Queensland, Australian Institute for Bioengineering and Nanotechnology, St Lucia, Brisbane, QLD 4072, Australia
- The University of Queensland, Institute for Molecular Bioscience, St Lucia, Brisbane, QLD 4072, Australia
| | - Elena Scarpa
- Department of Physiology, Development and Neuroscience, University of Cambridge, Downing Site, Cambridge CB2 3DY, UK
| | - Melanie D White
- The University of Queensland, Institute for Molecular Bioscience, St Lucia, Brisbane, QLD 4072, Australia
- The University of Queensland, School of Biomedical Sciences, St Lucia, Brisbane, QLD 4072, Australia
| |
Collapse
|
4
|
Garfinkel AM, Ilker E, Miyazawa H, Schmeisser K, Tennessen JM. Historic obstacles and emerging opportunities in the field of developmental metabolism - lessons from Heidelberg. Development 2024; 151:dev202937. [PMID: 38912552 PMCID: PMC11299503 DOI: 10.1242/dev.202937] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/25/2024]
Abstract
The field of developmental metabolism is experiencing a technological revolution that is opening entirely new fields of inquiry. Advances in metabolomics, small-molecule sensors, single-cell RNA sequencing and computational modeling present new opportunities for exploring cell-specific and tissue-specific metabolic networks, interorgan metabolic communication, and gene-by-metabolite interactions in time and space. Together, these advances not only present a means by which developmental biologists can tackle questions that have challenged the field for centuries, but also present young scientists with opportunities to define new areas of inquiry. These emerging frontiers of developmental metabolism were at the center of a highly interactive 2023 EMBO workshop 'Developmental metabolism: flows of energy, matter, and information'. Here, we summarize key discussions from this forum, emphasizing modern developmental biology's challenges and opportunities.
Collapse
Affiliation(s)
- Alexandra M. Garfinkel
- Pediatric Genomics Discovery Program, Department of Pediatrics and Genetics, Yale University School of Medicine, New Haven, CT 06510, USA
- Section of Endocrinology, Department of Internal Medicine, Yale University, New Haven, CT 06510, USA
| | - Efe Ilker
- Max Planck Institute for the Physics of Complex Systems, Dresden 01187, Germany
| | - Hidenobu Miyazawa
- Developmental Biology Unit, European Molecular Biology Laboratory, Heidelberg 69117, Germany
| | - Kathrin Schmeisser
- Max Planck Institute of Molecular Cell Biology and Genetics, Dresden 01307, Germany
| | | |
Collapse
|
5
|
Furlanetto F, Frank S, Karow M. Unlocking the potential of SY-stem cells. Development 2024; 151:dev203086. [PMID: 38895963 DOI: 10.1242/dev.203086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/21/2024]
Abstract
The sixth SY-Stem Symposium, jointly organized by the Research Institute of Molecular Pathology and the Institute of Molecular Biotechnology took place in Vienna in March 2024. Again, aspiring new group leaders were given a stage to present their work and vision of their labs. To round up the excellent program, the scientific organizers included renowned keynote speakers. Here, we provide a summary of the talks covering topics such as early embryogenesis, nervous system development and disease, regeneration and the latest technologies.
Collapse
Affiliation(s)
- Federica Furlanetto
- Institute of Biochemistry, Friedrich-Alexander-Universität Erlangen-Nürnberg,Fahrstrasse 17, 91054 Erlangen, Germany
| | - Sarah Frank
- Institute of Biochemistry, Friedrich-Alexander-Universität Erlangen-Nürnberg,Fahrstrasse 17, 91054 Erlangen, Germany
| | - Marisa Karow
- Institute of Biochemistry, Friedrich-Alexander-Universität Erlangen-Nürnberg,Fahrstrasse 17, 91054 Erlangen, Germany
| |
Collapse
|
6
|
Transitions in development - an interview with Berna Sozen. Development 2024; 151:dev202656. [PMID: 38231011 DOI: 10.1242/dev.202656] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2024]
Abstract
Berna Sozen is an Assistant Professor in the Department of Genetics at Yale University, USA. Berna's lab studies early mammalian development, metabolism, and maternal-fetal interactions using mouse and human embryos, as well as stem cell-derived embryo-like models. In 2022, Berna received the NIH Director's New Innovator Award. We spoke to Berna over Zoom to learn more about her journey to becoming a group leader and the importance of making science careers accessible.
Collapse
|
7
|
Holcombe J, Weavers H. Functional-metabolic coupling in distinct renal cell types coordinates organ-wide physiology and delays premature ageing. Nat Commun 2023; 14:8405. [PMID: 38110414 PMCID: PMC10728150 DOI: 10.1038/s41467-023-44098-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Accepted: 11/30/2023] [Indexed: 12/20/2023] Open
Abstract
Precise coupling between cellular physiology and metabolism is emerging as a vital relationship underpinning tissue health and longevity. Nevertheless, functional-metabolic coupling within heterogenous microenvironments in vivo remains poorly understood due to tissue complexity and metabolic plasticity. Here, we establish the Drosophila renal system as a paradigm for linking mechanistic analysis of metabolism, at single-cell resolution, to organ-wide physiology. Kidneys are amongst the most energetically-demanding organs, yet exactly how individual cell types fine-tune metabolism to meet their diverse, unique physiologies over the life-course remains unclear. Integrating live-imaging of metabolite and organelle dynamics with spatio-temporal genetic perturbation within intact functional tissue, we uncover distinct cellular metabolic signatures essential to support renal physiology and healthy ageing. Cell type-specific programming of glucose handling, PPP-mediated glutathione regeneration and FA β-oxidation via dynamic lipid-peroxisomal networks, downstream of differential ERR receptor activity, precisely match cellular energetic demands whilst limiting damage and premature senescence; however, their dramatic dysregulation may underlie age-related renal dysfunction.
Collapse
Affiliation(s)
- Jack Holcombe
- School of Biochemistry, Biomedical Sciences, University of Bristol, Bristol, BS8 1TD, UK
| | - Helen Weavers
- School of Biochemistry, Biomedical Sciences, University of Bristol, Bristol, BS8 1TD, UK.
| |
Collapse
|
8
|
Dingare C, Steventon B. Gastruloids - a minimalistic model to study complex developmental metabolism. Emerg Top Life Sci 2023; 7:455-464. [PMID: 38108463 PMCID: PMC10754324 DOI: 10.1042/etls20230082] [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: 09/16/2023] [Revised: 11/28/2023] [Accepted: 11/30/2023] [Indexed: 12/19/2023]
Abstract
Metabolic networks are well placed to orchestrate the coordination of multiple cellular processes associated with embryonic development such as cell growth, proliferation, differentiation and cell movement. Here, we discuss the advantages that gastruloids, aggregates of mammalian embryonic stem cells that self-assemble a rudimentary body plan, have for uncovering the instructive role of metabolic pathways play in directing developmental processes. We emphasise the importance of using such reductionist systems to link specific pathways to defined events of early mammalian development and their utility for obtaining enough material for metabolomic studies. Finally, we review the ways in which the basic gastruloid protocol can be adapted to obtain specific models of embryonic cell types, tissues and regions. Together, we propose that gastruloids are an ideal system to rapidly uncover new mechanistic links between developmental signalling pathways and metabolic networks, which can then inform precise in vivo studies to confirm their function in the embryo.
Collapse
Affiliation(s)
- Chaitanya Dingare
- Department of Genetics, University of Cambridge, Downing Site, Cambridge CB2 3EH, U.K
| | - Ben Steventon
- Department of Genetics, University of Cambridge, Downing Site, Cambridge CB2 3EH, U.K
| |
Collapse
|