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Nadig A, Seidlitz J, McDermott CL, Liu S, Bethlehem R, Moore TM, Mallard TT, Clasen LS, Blumenthal JD, Lalonde F, Gur RC, Gur RE, Bullmore ET, Satterthwaite TD, Raznahan A. Morphological integration of the human brain across adolescence and adulthood. Proc Natl Acad Sci U S A 2021; 118:e2023860118. [PMID: 33811142 PMCID: PMC8040585 DOI: 10.1073/pnas.2023860118] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
Abstract
Brain structural covariance norms capture the coordination of neurodevelopmental programs between different brain regions. We develop and apply anatomical imbalance mapping (AIM), a method to measure and model individual deviations from these norms, to provide a lifespan map of morphological integration in the human cortex. In cross-sectional and longitudinal data, analysis of whole-brain average anatomical imbalance reveals a reproducible tightening of structural covariance by age 25 y, which loosens after the seventh decade of life. Anatomical imbalance change in development and in aging is greatest in the association cortex and least in the sensorimotor cortex. Finally, we show that interindividual variation in whole-brain average anatomical imbalance is positively correlated with a marker of human prenatal stress (birthweight disparity between monozygotic twins) and negatively correlated with general cognitive ability. This work provides methods and empirical insights to advance our understanding of coordinated anatomical organization of the human brain and its interindividual variation.
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Affiliation(s)
- Ajay Nadig
- Harvard/MIT MD-PhD Program, Harvard Medical School, Boston, MA, 02115;
- Section on Developmental Neurogenomics, National Institute of Mental Health, Bethesda, MD, 20892
| | - Jakob Seidlitz
- Section on Developmental Neurogenomics, National Institute of Mental Health, Bethesda, MD, 20892
- Department of Child and Adolescent Psychiatry and Behavioral Science, Children's Hospital of Philadelphia, Philadelphia, PA, 19104
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, 19104
| | - Cassidy L McDermott
- Section on Developmental Neurogenomics, National Institute of Mental Health, Bethesda, MD, 20892
- Department of Psychology, University of Pennsylvania, Philadelphia, PA, 19104
| | - Siyuan Liu
- Section on Developmental Neurogenomics, National Institute of Mental Health, Bethesda, MD, 20892
| | - Richard Bethlehem
- Department of Psychiatry, University of Cambridge, Cambridge CB2 1TN, United Kingdom
| | - Tyler M Moore
- Department of Child and Adolescent Psychiatry and Behavioral Science, Children's Hospital of Philadelphia, Philadelphia, PA, 19104
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, 19104
| | - Travis T Mallard
- Department of Psychology, University of Texas at Austin, Austin, TX, 78712
| | - Liv S Clasen
- Section on Developmental Neurogenomics, National Institute of Mental Health, Bethesda, MD, 20892
| | - Jonathan D Blumenthal
- Section on Developmental Neurogenomics, National Institute of Mental Health, Bethesda, MD, 20892
| | - François Lalonde
- Section on Developmental Neurogenomics, National Institute of Mental Health, Bethesda, MD, 20892
| | - Ruben C Gur
- Department of Child and Adolescent Psychiatry and Behavioral Science, Children's Hospital of Philadelphia, Philadelphia, PA, 19104
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, 19104
| | - Raquel E Gur
- Department of Child and Adolescent Psychiatry and Behavioral Science, Children's Hospital of Philadelphia, Philadelphia, PA, 19104
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, 19104
| | - Edward T Bullmore
- Department of Psychiatry, University of Cambridge, Cambridge CB2 1TN, United Kingdom
- Cambridgeshire and Peterborough NHS Foundation Trust, Cambridge CB2 1TN, United Kingdom
| | | | - Armin Raznahan
- Section on Developmental Neurogenomics, National Institute of Mental Health, Bethesda, MD, 20892
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Mereu L, Morf MK, Spiri S, Gutierrez P, Escobar-Restrepo JM, Daube M, Walser M, Hajnal A. Polarized epidermal growth factor secretion ensures robust vulval cell fate specification in Caenorhabditis elegans. Development 2020; 147:dev175760. [PMID: 32439759 PMCID: PMC7286359 DOI: 10.1242/dev.175760] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2019] [Accepted: 05/04/2020] [Indexed: 11/20/2022]
Abstract
The anchor cell (AC) in C. elegans secretes an epidermal growth factor (EGF) homolog that induces adjacent vulval precursor cells (VPCs) to differentiate. The EGF receptor in the nearest VPC sequesters the limiting EGF amounts released by the AC to prevent EGF from spreading to distal VPCs. Here, we show that not only EGFR localization in the VPCs but also EGF polarity in the AC is necessary for robust fate specification. The AC secretes EGF in a directional manner towards the nearest VPC. Loss of AC polarity causes signal spreading and, when combined with MAPK pathway hyperactivation, the ectopic induction of distal VPCs. In a screen for genes preventing distal VPC induction, we identified sra-9 and nlp-26 as genes specifically required for polarized EGF secretion. sra-9(lf) and nlp-26(lf) mutants exhibit errors in vulval fate specification, reduced precision in VPC to AC alignment and increased variability in MAPK activation. sra-9 encodes a seven-pass transmembrane receptor acting in the AC and nlp-26 a neuropeptide-like protein expressed in the VPCs. SRA-9 and NLP-26 may transduce a feedback signal to channel EGF secretion towards the nearest VPC.
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Affiliation(s)
- Louisa Mereu
- Department of Molecular Life Sciences, University of Zürich, Winterthurerstrasse 190, CH-8057 Zürich, Switzerland
- Molecular Life Science PhD Program, University and ETH Zürich, CH-8057 Zürich, Switzerland
| | - Matthias K Morf
- Department of Molecular Life Sciences, University of Zürich, Winterthurerstrasse 190, CH-8057 Zürich, Switzerland
- Molecular Life Science PhD Program, University and ETH Zürich, CH-8057 Zürich, Switzerland
| | - Silvan Spiri
- Department of Molecular Life Sciences, University of Zürich, Winterthurerstrasse 190, CH-8057 Zürich, Switzerland
- Molecular Life Science PhD Program, University and ETH Zürich, CH-8057 Zürich, Switzerland
| | - Peter Gutierrez
- Department of Molecular Life Sciences, University of Zürich, Winterthurerstrasse 190, CH-8057 Zürich, Switzerland
- Molecular Life Science PhD Program, University and ETH Zürich, CH-8057 Zürich, Switzerland
| | - Juan M Escobar-Restrepo
- Department of Molecular Life Sciences, University of Zürich, Winterthurerstrasse 190, CH-8057 Zürich, Switzerland
| | - Michael Daube
- Department of Molecular Life Sciences, University of Zürich, Winterthurerstrasse 190, CH-8057 Zürich, Switzerland
| | - Michael Walser
- Department of Molecular Life Sciences, University of Zürich, Winterthurerstrasse 190, CH-8057 Zürich, Switzerland
| | - Alex Hajnal
- Department of Molecular Life Sciences, University of Zürich, Winterthurerstrasse 190, CH-8057 Zürich, Switzerland
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Kroll JR, Tsiaxiras J, van Zon JS. Variability in β-catenin pulse dynamics in a stochastic cell fate decision in C. elegans. Dev Biol 2020; 461:110-123. [PMID: 32032579 PMCID: PMC7203549 DOI: 10.1016/j.ydbio.2020.02.004] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2019] [Revised: 01/31/2020] [Accepted: 02/02/2020] [Indexed: 11/30/2022]
Abstract
During development, cell fate decisions are often highly stochastic, but with the frequency of the different possible fates tightly controlled. To understand how signaling networks control the cell fate frequency of such random decisions, we studied the stochastic decision of the Caenorhabditis elegans P3.p cell to either fuse to the hypodermis or assume vulva precursor cell fate. Using time-lapse microscopy to measure the single-cell dynamics of two key inhibitors of cell fusion, the Hox gene LIN-39 and Wnt signaling through the β-catenin BAR-1, we uncovered significant variability in the dynamics of LIN-39 and BAR-1 levels. Most strikingly, we observed that BAR-1 accumulated in a single, 1–4 h pulse at the time of the P3.p cell fate decision, with strong variability both in pulse slope and time of pulse onset. We found that the time of BAR-1 pulse onset was delayed relative to the time of cell fusion in mutants with low cell fusion frequency, linking BAR-1 pulse timing to cell fate outcome. Overall, a model emerged where animal-to-animal variability in LIN-39 levels and BAR-1 pulse dynamics biases cell fate by modulating their absolute level at the time cell fusion is induced. Our results highlight that timing of cell signaling dynamics, rather than its average level or amplitude, could play an instructive role in determining cell fate. The fate of the C. elegans P3.p cell is stochastic. β-catenin (BAR-1) accumulated in P3.p at the time of the cell fate decision. There is variability in dynamics of Hox and β-catenin levels during the decision. BAR-1 accumulated with variable pulse slope and time of pulse onset. Pulse dynamics bias cell fate at the time of the cell fate decision.
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Affiliation(s)
- Jason R Kroll
- Department of Living Matter, AMOLF, 1098 XG, Amsterdam, the Netherlands
| | - Jasonas Tsiaxiras
- Department of Living Matter, AMOLF, 1098 XG, Amsterdam, the Netherlands
| | - Jeroen S van Zon
- Department of Living Matter, AMOLF, 1098 XG, Amsterdam, the Netherlands.
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Abstract
The extracellular signal-regulated kinase (ERK) pathway leads to activation of the effector molecule ERK, which controls downstream responses by phosphorylating a variety of substrates, including transcription factors. Crucial insights into the regulation and function of this pathway came from studying embryos in which specific phenotypes arise from aberrant ERK activation. Despite decades of research, several important questions remain to be addressed for deeper understanding of this highly conserved signaling system and its function. Answering these questions will require quantifying the first steps of pathway activation, elucidating the mechanisms of transcriptional interpretation and measuring the quantitative limits of ERK signaling within which the system must operate to avoid developmental defects.
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Affiliation(s)
- Aleena L Patel
- Lewis Sigler Institute for Integrative Genomics, Department of Chemical Engineering, Princeton University, Princeton, NJ 08544, USA
| | - Stanislav Y Shvartsman
- Lewis Sigler Institute for Integrative Genomics, Department of Chemical Engineering, Princeton University, Princeton, NJ 08544, USA
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