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Mukhtar T, Breda J, Adam MA, Boareto M, Grobecker P, Karimaddini Z, Grison A, Eschbach K, Chandrasekhar R, Vermeul S, Okoniewski M, Pachkov M, Harwell CC, Atanasoski S, Beisel C, Iber D, van Nimwegen E, Taylor V. Temporal and sequential transcriptional dynamics define lineage shifts in corticogenesis. EMBO J 2022; 41:e111132. [PMID: 36345783 PMCID: PMC9753470 DOI: 10.15252/embj.2022111132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Revised: 09/09/2022] [Accepted: 09/26/2022] [Indexed: 11/11/2022] Open
Abstract
The cerebral cortex contains billions of neurons, and their disorganization or misspecification leads to neurodevelopmental disorders. Understanding how the plethora of projection neuron subtypes are generated by cortical neural stem cells (NSCs) is a major challenge. Here, we focused on elucidating the transcriptional landscape of murine embryonic NSCs, basal progenitors (BPs), and newborn neurons (NBNs) throughout cortical development. We uncover dynamic shifts in transcriptional space over time and heterogeneity within each progenitor population. We identified signature hallmarks of NSC, BP, and NBN clusters and predict active transcriptional nodes and networks that contribute to neural fate specification. We find that the expression of receptors, ligands, and downstream pathway components is highly dynamic over time and throughout the lineage implying differential responsiveness to signals. Thus, we provide an expansive compendium of gene expression during cortical development that will be an invaluable resource for studying neural developmental processes and neurodevelopmental disorders.
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Affiliation(s)
- Tanzila Mukhtar
- Department of BiomedicineUniversity of BaselBaselSwitzerland
| | - Jeremie Breda
- BiozentrumUniversity of BaselBaselSwitzerland
- Swiss Institute of Bioinformatics (SIB)BaselSwitzerland
| | - Manal A Adam
- Eli and Edythe Broad Center of Regeneration Medicine and Stem cell ResearchUniversity of California, San FranciscoSan FranciscoCAUSA
- Weill Institute for NeuroscienceSan FranciscoCAUSA
- Department of NeurologyUniversity of California, San FranciscoSan FranciscoCAUSA
| | - Marcelo Boareto
- Swiss Institute of Bioinformatics (SIB)BaselSwitzerland
- Computational Biology Group, D‐BSSEETH ZürichBaselSwitzerland
| | - Pascal Grobecker
- BiozentrumUniversity of BaselBaselSwitzerland
- Swiss Institute of Bioinformatics (SIB)BaselSwitzerland
| | - Zahra Karimaddini
- Swiss Institute of Bioinformatics (SIB)BaselSwitzerland
- Computational Biology Group, D‐BSSEETH ZürichBaselSwitzerland
| | - Alice Grison
- Department of BiomedicineUniversity of BaselBaselSwitzerland
| | - Katja Eschbach
- Department of Biosystems Science and EngineeringETH ZürichBaselSwitzerland
| | | | - Swen Vermeul
- Scientific IT ServicesETH ZürichZürichSwitzerland
| | | | - Mikhail Pachkov
- BiozentrumUniversity of BaselBaselSwitzerland
- Swiss Institute of Bioinformatics (SIB)BaselSwitzerland
| | - Corey C Harwell
- Eli and Edythe Broad Center of Regeneration Medicine and Stem cell ResearchUniversity of California, San FranciscoSan FranciscoCAUSA
- Weill Institute for NeuroscienceSan FranciscoCAUSA
- Department of NeurologyUniversity of California, San FranciscoSan FranciscoCAUSA
| | - Suzana Atanasoski
- Department of BiomedicineUniversity of BaselBaselSwitzerland
- Faculty of MedicineUniversity of ZürichZürichSwitzerland
| | - Christian Beisel
- Department of Biosystems Science and EngineeringETH ZürichBaselSwitzerland
| | - Dagmar Iber
- Swiss Institute of Bioinformatics (SIB)BaselSwitzerland
- Weill Institute for NeuroscienceSan FranciscoCAUSA
| | - Erik van Nimwegen
- BiozentrumUniversity of BaselBaselSwitzerland
- Swiss Institute of Bioinformatics (SIB)BaselSwitzerland
| | - Verdon Taylor
- Department of BiomedicineUniversity of BaselBaselSwitzerland
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Plank M, Perepelkina M, Müller M, Vaga S, Zou X, Bourgoint C, Berti M, Saarbach J, Haesendonckx S, Winssinger N, Aebersold R, Loewith R. Chemical Genetics of AGC-kinases Reveals Shared Targets of Ypk1, Protein Kinase A and Sch9. Mol Cell Proteomics 2020; 19:655-671. [PMID: 32102971 PMCID: PMC7124472 DOI: 10.1074/mcp.ra120.001955] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2020] [Indexed: 12/22/2022] Open
Abstract
Protein phosphorylation cascades play a central role in the regulation of cell growth and protein kinases PKA, Sch9 and Ypk1 take center stage in regulating this process in S. cerevisiae To understand how these kinases co-ordinately regulate cellular functions we compared the phospho-proteome of exponentially growing cells without and with acute chemical inhibition of PKA, Sch9 and Ypk1. Sites hypo-phosphorylated upon PKA and Sch9 inhibition were preferentially located in RRxS/T-motifs suggesting that many are directly phosphorylated by these enzymes. Interestingly, when inhibiting Ypk1 we not only detected several hypo-phosphorylated sites in the previously reported RxRxxS/T-, but also in an RRxS/T-motif. Validation experiments revealed that neutral trehalase Nth1, a known PKA target, is additionally phosphorylated and activated downstream of Ypk1. Signaling through Ypk1 is therefore more closely related to PKA- and Sch9-signaling than previously appreciated and may perform functions previously only attributed to the latter kinases.
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Affiliation(s)
- Michael Plank
- Department of Molecular Biology, University of Geneva, CH-1211, Geneva, Switzerland; National Centre of Competence in Research - Chemical Biology, University of Geneva, CH-1211, Geneva, Switzerland.
| | - Mariya Perepelkina
- Department of Molecular Biology, University of Geneva, CH-1211, Geneva, Switzerland
| | - Markus Müller
- National Centre of Competence in Research - Chemical Biology, University of Geneva, CH-1211, Geneva, Switzerland; Swiss Institute of Bioinformatics, CH-1015 Lausanne, Switzerland
| | - Stefania Vaga
- Department of Biology, Institute of Molecular Systems Biology, ETH Zürich, CH-8093 Zürich, Switzerland
| | - Xiaoming Zou
- Department of Molecular Biology, University of Geneva, CH-1211, Geneva, Switzerland
| | - Clélia Bourgoint
- Department of Molecular Biology, University of Geneva, CH-1211, Geneva, Switzerland
| | - Marina Berti
- Department of Molecular Biology, University of Geneva, CH-1211, Geneva, Switzerland
| | - Jacques Saarbach
- National Centre of Competence in Research - Chemical Biology, University of Geneva, CH-1211, Geneva, Switzerland; Department of Organic Chemistry, University of Geneva, CH-1211, Geneva, Switzerland
| | - Steven Haesendonckx
- Department of Molecular Biology, University of Geneva, CH-1211, Geneva, Switzerland
| | - Nicolas Winssinger
- National Centre of Competence in Research - Chemical Biology, University of Geneva, CH-1211, Geneva, Switzerland; Department of Organic Chemistry, University of Geneva, CH-1211, Geneva, Switzerland
| | - Ruedi Aebersold
- Department of Biology, Institute of Molecular Systems Biology, ETH Zürich, CH-8093 Zürich, Switzerland; Faculty of Science, University of Zurich, CH-8006, Zurich, Switzerland
| | - Robbie Loewith
- Department of Molecular Biology, University of Geneva, CH-1211, Geneva, Switzerland; National Centre of Competence in Research - Chemical Biology, University of Geneva, CH-1211, Geneva, Switzerland.
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Abstract
The Apicomplexa phylum comprises diverse parasitic organisms that have evolved from a free-living ancestor. These obligate intracellular parasites exhibit versatile metabolic capabilities reflecting their capacity to survive and grow in different hosts and varying niches. Determined by nutrient availability, they either use their biosynthesis machineries or largely depend on their host for metabolite acquisition. Because vitamins cannot be synthesized by the mammalian host, the enzymes required for their synthesis in apicomplexan parasites represent a large repertoire of potential therapeutic targets. Here, we review recent advances in metabolic reconstruction and functional studies coupled to metabolomics that unravel the interplay between biosynthesis and salvage of vitamins and cofactors in apicomplexans. A particular emphasis is placed on Toxoplasma gondii, during both its acute and latent stages of infection.
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Affiliation(s)
- Aarti Krishnan
- Department of Microbiology and Molecular Medicine, Faculty of Medicine, University of Geneva CMU, 1 Rue Michel-Servet, 1211 Geneva 4 Switzerland
| | - Joachim Kloehn
- Department of Microbiology and Molecular Medicine, Faculty of Medicine, University of Geneva CMU, 1 Rue Michel-Servet, 1211 Geneva 4 Switzerland
| | - Matteo Lunghi
- Department of Microbiology and Molecular Medicine, Faculty of Medicine, University of Geneva CMU, 1 Rue Michel-Servet, 1211 Geneva 4 Switzerland
| | - Dominique Soldati-Favre
- Department of Microbiology and Molecular Medicine, Faculty of Medicine, University of Geneva CMU, 1 Rue Michel-Servet, 1211 Geneva 4 Switzerland
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