A bistable autoregulatory module in the developing embryo commits cells to binary expression fates
Bistable autoactivation has been proposed as a mechanism for cells to adopt binary fates during embryonic development. However, it is unclear whether the autoactivating modules found within developmental gene regulatory networks are bistable, unless their parameters are quantitatively determined. He...
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description | Bistable autoactivation has been proposed as a mechanism for cells to adopt binary fates during embryonic development. However, it is unclear whether the autoactivating modules found within developmental gene regulatory networks are bistable, unless their parameters are quantitatively determined. Here, we combine in vivo live imaging with mathematical modeling to dissect the binary cell fate dynamics of the fruit fly pair-rule gene fushi tarazu (ftz), which is regulated by two known enhancers: the early (non-autoregulating) element and the autoregulatory element. Live imaging of transcription and protein concentration in the blastoderm revealed that binary Ftz fates are achieved as Ftz expression rapidly transitions from being dictated by the early element to the autoregulatory element. Moreover, we discovered that Ftz concentration alone is insufficient to activate the autoregulatory element, and that this element only becomes responsive to Ftz at a prescribed developmental time. Based on these observations, we developed a dynamical systems model and quantitated its kinetic parameters directly from experimental measurements. Our model demonstrated that the ftz autoregulatory module is indeed bistable and that the early element transiently establishes the content of the binary cell fate decision to which the autoregulatory module then commits. Further in silico analysis revealed that the autoregulatory element locks the Ftz fate quickly, within 35 min of exposure to the transient signal of the early element. Overall, our work confirms the widely held hypothesis that autoregulation can establish developmental fates through bistability and, most importantly, provides a framework for the quantitative dissection of cellular decision-making.
•Bistable network motifs have been proposed to stabilize cell fate commitment•This hypothesis is tested in the context of ftz expression fate in fly embryos•Live imaging is used to quantitively measure all parameters in a mathematical model•Theory-experiment demonstrates that bistability mediates ftz expression fate
Bistability has been hypothesized to stabilize cellular expression fates. Zhao and Perkins et al. test this hypothesis using live imaging and theoretical modeling and reveal that ftz expression fate is bistable in fly development. This work sets the stage for quantitatively and predictively dissecting cellular decision-making in development. |
doi_str_mv | 10.1016/j.cub.2023.06.060 |
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•Bistable network motifs have been proposed to stabilize cell fate commitment•This hypothesis is tested in the context of ftz expression fate in fly embryos•Live imaging is used to quantitively measure all parameters in a mathematical model•Theory-experiment demonstrates that bistability mediates ftz expression fate
Bistability has been hypothesized to stabilize cellular expression fates. Zhao and Perkins et al. test this hypothesis using live imaging and theoretical modeling and reveal that ftz expression fate is bistable in fly development. This work sets the stage for quantitatively and predictively dissecting cellular decision-making in development.</description><identifier>ISSN: 0960-9822</identifier><identifier>ISSN: 1879-0445</identifier><identifier>EISSN: 1879-0445</identifier><identifier>DOI: 10.1016/j.cub.2023.06.060</identifier><identifier>PMID: 37453424</identifier><language>eng</language><publisher>England: Elsevier Inc</publisher><subject>Animals ; autoactivation ; binary cell decision-making ; bistability ; development ; Drosophila - genetics ; Drosophila melanogaster ; Drosophila Proteins - metabolism ; dynamical systems ; fushi tarazu ; Fushi Tarazu Transcription Factors - metabolism ; Homeodomain Proteins - genetics ; Homeostasis ; live imaging ; mathematical modeling ; transcriptional dynamics</subject><ispartof>Current biology, 2023-07, Vol.33 (14), p.2851-2864.e11</ispartof><rights>2023 The Authors</rights><rights>Copyright © 2023 The Authors. Published by Elsevier Inc. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c452t-2fa6bde7a0e5b5471afd9dad3a3e2039328ce13b915e0b69d7dfd21b10f110073</citedby><cites>FETCH-LOGICAL-c452t-2fa6bde7a0e5b5471afd9dad3a3e2039328ce13b915e0b69d7dfd21b10f110073</cites><orcidid>0000-0002-5212-3649 ; 0000-0003-4434-8351</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S096098222300845X$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>230,314,776,780,881,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/37453424$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Zhao, Jiaxi</creatorcontrib><creatorcontrib>Perkins, Mindy Liu</creatorcontrib><creatorcontrib>Norstad, Matthew</creatorcontrib><creatorcontrib>Garcia, Hernan G.</creatorcontrib><title>A bistable autoregulatory module in the developing embryo commits cells to binary expression fates</title><title>Current biology</title><addtitle>Curr Biol</addtitle><description>Bistable autoactivation has been proposed as a mechanism for cells to adopt binary fates during embryonic development. However, it is unclear whether the autoactivating modules found within developmental gene regulatory networks are bistable, unless their parameters are quantitatively determined. Here, we combine in vivo live imaging with mathematical modeling to dissect the binary cell fate dynamics of the fruit fly pair-rule gene fushi tarazu (ftz), which is regulated by two known enhancers: the early (non-autoregulating) element and the autoregulatory element. Live imaging of transcription and protein concentration in the blastoderm revealed that binary Ftz fates are achieved as Ftz expression rapidly transitions from being dictated by the early element to the autoregulatory element. Moreover, we discovered that Ftz concentration alone is insufficient to activate the autoregulatory element, and that this element only becomes responsive to Ftz at a prescribed developmental time. Based on these observations, we developed a dynamical systems model and quantitated its kinetic parameters directly from experimental measurements. Our model demonstrated that the ftz autoregulatory module is indeed bistable and that the early element transiently establishes the content of the binary cell fate decision to which the autoregulatory module then commits. Further in silico analysis revealed that the autoregulatory element locks the Ftz fate quickly, within 35 min of exposure to the transient signal of the early element. Overall, our work confirms the widely held hypothesis that autoregulation can establish developmental fates through bistability and, most importantly, provides a framework for the quantitative dissection of cellular decision-making.
•Bistable network motifs have been proposed to stabilize cell fate commitment•This hypothesis is tested in the context of ftz expression fate in fly embryos•Live imaging is used to quantitively measure all parameters in a mathematical model•Theory-experiment demonstrates that bistability mediates ftz expression fate
Bistability has been hypothesized to stabilize cellular expression fates. Zhao and Perkins et al. test this hypothesis using live imaging and theoretical modeling and reveal that ftz expression fate is bistable in fly development. This work sets the stage for quantitatively and predictively dissecting cellular decision-making in development.</description><subject>Animals</subject><subject>autoactivation</subject><subject>binary cell decision-making</subject><subject>bistability</subject><subject>development</subject><subject>Drosophila - genetics</subject><subject>Drosophila melanogaster</subject><subject>Drosophila Proteins - metabolism</subject><subject>dynamical systems</subject><subject>fushi tarazu</subject><subject>Fushi Tarazu Transcription Factors - metabolism</subject><subject>Homeodomain Proteins - genetics</subject><subject>Homeostasis</subject><subject>live imaging</subject><subject>mathematical modeling</subject><subject>transcriptional dynamics</subject><issn>0960-9822</issn><issn>1879-0445</issn><issn>1879-0445</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9UU1rGzEQFaEhcd3-gF6Kjr2sO5L2kx5CMElaCOSSnIU-Zh2Z3ZUraU3z7ytjJ6SXwsDA6L03T_MI-cJgxYDV37crM-sVBy5WUOeCM7JgbdMVUJbVB7KAroaiazm_JB9j3AIw3nb1BbkUTVmJkpcLoq-pdjEpPSBVc_IBN_Ogcn-ho7dznrqJpmekFvc4-J2bNhRHHV48NX4cXYrU4DBEmnwWmlTm4Z9dwBidn2ivEsZP5LxXQ8TPp74kT7c3j-ufxf3D3a_19X1hyoqngveq1hYbBVjpqmyY6m1nlRVKIAfRCd4aZEJ3rELQdWcb21vONIOeMYBGLMnVUXc36xGtwSkFNchdcGO2Jb1y8t-XyT3Ljd9LBiVvoWmzwreTQvC_Z4xJji4evqcm9HOUvBUtz9bgAGVHqAk-xoD92x4G8hCO3MocjjyEI6HOBZnz9b3BN8ZrGhnw4wjAfKa9wyCjcTgZtC6gSdJ69x_5v2kqotM</recordid><startdate>20230724</startdate><enddate>20230724</enddate><creator>Zhao, Jiaxi</creator><creator>Perkins, Mindy Liu</creator><creator>Norstad, Matthew</creator><creator>Garcia, Hernan G.</creator><general>Elsevier Inc</general><scope>6I.</scope><scope>AAFTH</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-5212-3649</orcidid><orcidid>https://orcid.org/0000-0003-4434-8351</orcidid></search><sort><creationdate>20230724</creationdate><title>A bistable autoregulatory module in the developing embryo commits cells to binary expression fates</title><author>Zhao, Jiaxi ; Perkins, Mindy Liu ; Norstad, Matthew ; Garcia, Hernan G.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c452t-2fa6bde7a0e5b5471afd9dad3a3e2039328ce13b915e0b69d7dfd21b10f110073</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Animals</topic><topic>autoactivation</topic><topic>binary cell decision-making</topic><topic>bistability</topic><topic>development</topic><topic>Drosophila - genetics</topic><topic>Drosophila melanogaster</topic><topic>Drosophila Proteins - metabolism</topic><topic>dynamical systems</topic><topic>fushi tarazu</topic><topic>Fushi Tarazu Transcription Factors - metabolism</topic><topic>Homeodomain Proteins - genetics</topic><topic>Homeostasis</topic><topic>live imaging</topic><topic>mathematical modeling</topic><topic>transcriptional dynamics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zhao, Jiaxi</creatorcontrib><creatorcontrib>Perkins, Mindy Liu</creatorcontrib><creatorcontrib>Norstad, Matthew</creatorcontrib><creatorcontrib>Garcia, Hernan G.</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Current biology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zhao, Jiaxi</au><au>Perkins, Mindy Liu</au><au>Norstad, Matthew</au><au>Garcia, Hernan G.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A bistable autoregulatory module in the developing embryo commits cells to binary expression fates</atitle><jtitle>Current biology</jtitle><addtitle>Curr Biol</addtitle><date>2023-07-24</date><risdate>2023</risdate><volume>33</volume><issue>14</issue><spage>2851</spage><epage>2864.e11</epage><pages>2851-2864.e11</pages><issn>0960-9822</issn><issn>1879-0445</issn><eissn>1879-0445</eissn><abstract>Bistable autoactivation has been proposed as a mechanism for cells to adopt binary fates during embryonic development. However, it is unclear whether the autoactivating modules found within developmental gene regulatory networks are bistable, unless their parameters are quantitatively determined. Here, we combine in vivo live imaging with mathematical modeling to dissect the binary cell fate dynamics of the fruit fly pair-rule gene fushi tarazu (ftz), which is regulated by two known enhancers: the early (non-autoregulating) element and the autoregulatory element. Live imaging of transcription and protein concentration in the blastoderm revealed that binary Ftz fates are achieved as Ftz expression rapidly transitions from being dictated by the early element to the autoregulatory element. Moreover, we discovered that Ftz concentration alone is insufficient to activate the autoregulatory element, and that this element only becomes responsive to Ftz at a prescribed developmental time. Based on these observations, we developed a dynamical systems model and quantitated its kinetic parameters directly from experimental measurements. Our model demonstrated that the ftz autoregulatory module is indeed bistable and that the early element transiently establishes the content of the binary cell fate decision to which the autoregulatory module then commits. Further in silico analysis revealed that the autoregulatory element locks the Ftz fate quickly, within 35 min of exposure to the transient signal of the early element. Overall, our work confirms the widely held hypothesis that autoregulation can establish developmental fates through bistability and, most importantly, provides a framework for the quantitative dissection of cellular decision-making.
•Bistable network motifs have been proposed to stabilize cell fate commitment•This hypothesis is tested in the context of ftz expression fate in fly embryos•Live imaging is used to quantitively measure all parameters in a mathematical model•Theory-experiment demonstrates that bistability mediates ftz expression fate
Bistability has been hypothesized to stabilize cellular expression fates. Zhao and Perkins et al. test this hypothesis using live imaging and theoretical modeling and reveal that ftz expression fate is bistable in fly development. This work sets the stage for quantitatively and predictively dissecting cellular decision-making in development.</abstract><cop>England</cop><pub>Elsevier Inc</pub><pmid>37453424</pmid><doi>10.1016/j.cub.2023.06.060</doi><orcidid>https://orcid.org/0000-0002-5212-3649</orcidid><orcidid>https://orcid.org/0000-0003-4434-8351</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Animals autoactivation binary cell decision-making bistability development Drosophila - genetics Drosophila melanogaster Drosophila Proteins - metabolism dynamical systems fushi tarazu Fushi Tarazu Transcription Factors - metabolism Homeodomain Proteins - genetics Homeostasis live imaging mathematical modeling transcriptional dynamics |
title | A bistable autoregulatory module in the developing embryo commits cells to binary expression fates |
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