Gizem Gokce-Alpkilic, Buwei Huang, Andi Liu, Lieselotte S M Kreuk, Yaxi Wang, Victor Adebomi, Yensi Flores Bueso, Asim K Bera, Alex Kang, Stacey R Gerben, Stephen Rettie, Dionne K Vafeados, Nicole Roullier, Inna Goreshnik, Xinting Li, David Baker, Joshua J Woodward, Joseph D Mougous, Gaurav Bhardwaj
{"title":"针对土拉菌毒力因子的高亲和力微蛋白结合物的重新设计。","authors":"Gizem Gokce-Alpkilic, Buwei Huang, Andi Liu, Lieselotte S M Kreuk, Yaxi Wang, Victor Adebomi, Yensi Flores Bueso, Asim K Bera, Alex Kang, Stacey R Gerben, Stephen Rettie, Dionne K Vafeados, Nicole Roullier, Inna Goreshnik, Xinting Li, David Baker, Joshua J Woodward, Joseph D Mougous, Gaurav Bhardwaj","doi":"10.1002/anie.202516058","DOIUrl":null,"url":null,"abstract":"<p><p>Francisella tularensis poses considerable public health risk due to its high infectivity and potential for bioterrorism. Francisella-like lipoprotein (Flpp3), a key virulence factor unique to Francisella, plays critical roles in infection and immune evasion, making it a promising target for therapeutic development. However, the lack of well-defined binding pockets and structural information on native interactions has hindered structure-guided ligand discovery against Flpp3. Here, we used a combination of physics-based and deep-learning methods to design high-affinity miniprotein binders targeting two distinct sites on Flpp3. We identified four binders for site I with binding affinities ranging between 24-110 nM. For the second site, an initial binder showed a dissociation constant (K<sub>D</sub>) of 81 nM, and subsequent site saturation mutagenesis yielded variants with sub-nanomolar affinities. Circular dichroism confirmed the topology of designed miniproteins. The X-ray crystal structure of Flpp3 in complex with a site I binder is nearly identical to the design model (Cα root-mean-square deviation (RMSD): 0.9 Å). These designed miniproteins provide research tools to explore the roles of Flpp3 in tularemia and should enable the development of new therapeutic candidates.</p>","PeriodicalId":520556,"journal":{"name":"Angewandte Chemie (International ed. in English)","volume":" ","pages":"e202516058"},"PeriodicalIF":16.9000,"publicationDate":"2025-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"De Novo Design of High-Affinity Miniprotein Binders Targeting Francisella Tularensis Virulence Factor.\",\"authors\":\"Gizem Gokce-Alpkilic, Buwei Huang, Andi Liu, Lieselotte S M Kreuk, Yaxi Wang, Victor Adebomi, Yensi Flores Bueso, Asim K Bera, Alex Kang, Stacey R Gerben, Stephen Rettie, Dionne K Vafeados, Nicole Roullier, Inna Goreshnik, Xinting Li, David Baker, Joshua J Woodward, Joseph D Mougous, Gaurav Bhardwaj\",\"doi\":\"10.1002/anie.202516058\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Francisella tularensis poses considerable public health risk due to its high infectivity and potential for bioterrorism. Francisella-like lipoprotein (Flpp3), a key virulence factor unique to Francisella, plays critical roles in infection and immune evasion, making it a promising target for therapeutic development. However, the lack of well-defined binding pockets and structural information on native interactions has hindered structure-guided ligand discovery against Flpp3. Here, we used a combination of physics-based and deep-learning methods to design high-affinity miniprotein binders targeting two distinct sites on Flpp3. We identified four binders for site I with binding affinities ranging between 24-110 nM. For the second site, an initial binder showed a dissociation constant (K<sub>D</sub>) of 81 nM, and subsequent site saturation mutagenesis yielded variants with sub-nanomolar affinities. Circular dichroism confirmed the topology of designed miniproteins. The X-ray crystal structure of Flpp3 in complex with a site I binder is nearly identical to the design model (Cα root-mean-square deviation (RMSD): 0.9 Å). These designed miniproteins provide research tools to explore the roles of Flpp3 in tularemia and should enable the development of new therapeutic candidates.</p>\",\"PeriodicalId\":520556,\"journal\":{\"name\":\"Angewandte Chemie (International ed. in English)\",\"volume\":\" \",\"pages\":\"e202516058\"},\"PeriodicalIF\":16.9000,\"publicationDate\":\"2025-10-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Angewandte Chemie (International ed. in English)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1002/anie.202516058\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Angewandte Chemie (International ed. in English)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1002/anie.202516058","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
De Novo Design of High-Affinity Miniprotein Binders Targeting Francisella Tularensis Virulence Factor.
Francisella tularensis poses considerable public health risk due to its high infectivity and potential for bioterrorism. Francisella-like lipoprotein (Flpp3), a key virulence factor unique to Francisella, plays critical roles in infection and immune evasion, making it a promising target for therapeutic development. However, the lack of well-defined binding pockets and structural information on native interactions has hindered structure-guided ligand discovery against Flpp3. Here, we used a combination of physics-based and deep-learning methods to design high-affinity miniprotein binders targeting two distinct sites on Flpp3. We identified four binders for site I with binding affinities ranging between 24-110 nM. For the second site, an initial binder showed a dissociation constant (KD) of 81 nM, and subsequent site saturation mutagenesis yielded variants with sub-nanomolar affinities. Circular dichroism confirmed the topology of designed miniproteins. The X-ray crystal structure of Flpp3 in complex with a site I binder is nearly identical to the design model (Cα root-mean-square deviation (RMSD): 0.9 Å). These designed miniproteins provide research tools to explore the roles of Flpp3 in tularemia and should enable the development of new therapeutic candidates.