Position-dependent feedback drives scaling and robustness of morphogen gradients.

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Title: Position-dependent feedback drives scaling and robustness of morphogen gradients.
Authors: Mosby, Lewis Scott1,2,3, Hadjivasiliou, Zena1,2,3 zena.hadjivasiliou@ucl.ac.uk
Source: Proceedings of the National Academy of Sciences of the United States of America. 5/26/2026, Vol. 123 Issue 21, p1-10. 10p.
Subjects: Pattern formation (Biology), Feedback control systems, Cellular signal transduction, Biological evolution, Perturbation theory
Abstract: Developmental patterning is remarkably robust to intrinsic and extrinsic variation. Morphogen gradients are a key mechanism driving patterning, and themselves often scale with the size of developing tissues and exhibit robustness to other perturbations. Recent data indicate that expander molecules, thought to drive morphogen scaling through expansion-repression (ER) feedback, have concentration profiles that are position dependent.This challengesthe currently accepted ER mechanism thatrequires uniform expander concentrations and position independent feedback. To reconcile these observations, we introduce an ER motif that supports morphogen scaling with both uniform and position-dependent expander concentrations. We quantify scaling as a function of position, and demonstrate thatthe spatial profiles ofscaling and robustness to perturbationsin morphogen production are highly correlated.In contrast to uniform expander concentrations that can confer high levels of scaling and robustness at a single position, position-dependent expander concentrations can enhance both scaling and robustness throughout the entire target tissue. We explore trade-offs associated with the dynamic range of the expander concentration, revealing that it can be varied to tune the locations where morphogen gradients confer scaling, robustness, and precision simultaneously. These findings offer insight into how developmental systems balance competing demands to achieve reproducible patterning despite biological variability. [ABSTRACT FROM AUTHOR]
Copyright of Proceedings of the National Academy of Sciences of the United States of America is the property of National Academy of Sciences and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
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  Data: Position-dependent feedback drives scaling and robustness of morphogen gradients.
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  Data: <searchLink fieldCode="AR" term="%22Mosby%2C+Lewis+Scott%22">Mosby, Lewis Scott</searchLink><relatesTo>1,2,3</relatesTo><br /><searchLink fieldCode="AR" term="%22Hadjivasiliou%2C+Zena%22">Hadjivasiliou, Zena</searchLink><relatesTo>1,2,3</relatesTo><i> zena.hadjivasiliou@ucl.ac.uk</i>
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  Data: <searchLink fieldCode="DE" term="%22Pattern+formation+%28Biology%29%22">Pattern formation (Biology)</searchLink><br /><searchLink fieldCode="DE" term="%22Feedback+control+systems%22">Feedback control systems</searchLink><br /><searchLink fieldCode="DE" term="%22Cellular+signal+transduction%22">Cellular signal transduction</searchLink><br /><searchLink fieldCode="DE" term="%22Biological+evolution%22">Biological evolution</searchLink><br /><searchLink fieldCode="DE" term="%22Perturbation+theory%22">Perturbation theory</searchLink>
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  Data: Developmental patterning is remarkably robust to intrinsic and extrinsic variation. Morphogen gradients are a key mechanism driving patterning, and themselves often scale with the size of developing tissues and exhibit robustness to other perturbations. Recent data indicate that expander molecules, thought to drive morphogen scaling through expansion-repression (ER) feedback, have concentration profiles that are position dependent.This challengesthe currently accepted ER mechanism thatrequires uniform expander concentrations and position independent feedback. To reconcile these observations, we introduce an ER motif that supports morphogen scaling with both uniform and position-dependent expander concentrations. We quantify scaling as a function of position, and demonstrate thatthe spatial profiles ofscaling and robustness to perturbationsin morphogen production are highly correlated.In contrast to uniform expander concentrations that can confer high levels of scaling and robustness at a single position, position-dependent expander concentrations can enhance both scaling and robustness throughout the entire target tissue. We explore trade-offs associated with the dynamic range of the expander concentration, revealing that it can be varied to tune the locations where morphogen gradients confer scaling, robustness, and precision simultaneously. These findings offer insight into how developmental systems balance competing demands to achieve reproducible patterning despite biological variability. [ABSTRACT FROM AUTHOR]
– Name: AbstractSuppliedCopyright
  Label:
  Group: Ab
  Data: <i>Copyright of Proceedings of the National Academy of Sciences of the United States of America is the property of National Academy of Sciences and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.)
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        Value: 10.1073/pnas.2521182123
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      – Code: eng
        Text: English
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      – SubjectFull: Pattern formation (Biology)
        Type: general
      – SubjectFull: Feedback control systems
        Type: general
      – SubjectFull: Cellular signal transduction
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      – SubjectFull: Biological evolution
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      – SubjectFull: Perturbation theory
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      – TitleFull: Position-dependent feedback drives scaling and robustness of morphogen gradients.
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              M: 05
              Text: 5/26/2026
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              Y: 2026
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