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Data-driven large-scale genomic analysis reveals an intricate phylogenetic and functional landscape in J-domain proteins.
Malinverni, Duccio; Zamuner, Stefano; Rebeaud, Mathieu E; Barducci, Alessandro; Nillegoda, Nadinath B; De Los Rios, Paolo.
Afiliación
  • Malinverni D; Department of Structural Biology and Center for Data Driven Discovery, St. Jude Children's Research Hospital, Memphis, TN 38105.
  • Zamuner S; Institute of Physics, School of Basic Sciences, École Polytechnique Fédérale de Lausanne, CH-1015, Lausanne, Switzerland.
  • Rebeaud ME; Institute of Physics, School of Basic Sciences, École Polytechnique Fédérale de Lausanne, CH-1015, Lausanne, Switzerland.
  • Barducci A; Centre de Biologie Structurale, Université de Montpellier, CNRS, INSERM, Montpellier, France.
  • Nillegoda NB; Australian Regenerative Medicine Institute, Monash University, Melbourne, VIC 3800, Australia.
  • De Los Rios P; Centre for Dementia and Brain Repair at the Australian Regenerative Medicine Institute, Monash University, Melbourne, VIC 3800, Australia.
Proc Natl Acad Sci U S A ; 120(32): e2218217120, 2023 08 08.
Article en En | MEDLINE | ID: mdl-37523524
ABSTRACT
The 70-kD heat shock protein (Hsp70) chaperone system is a central hub of the proteostasis network that helps maintain protein homeostasis in all organisms. The recruitment of Hsp70 to perform different and specific cellular functions is regulated by the J-domain protein (JDP) co-chaperone family carrying the small namesake J-domain, required to interact and drive the ATPase cycle of Hsp70s. Besides the J-domain, prokaryotic and eukaryotic JDPs display a staggering diversity in domain architecture, function, and cellular localization. Very little is known about the overall JDP family, despite their essential role in cellular proteostasis, development, and its link to a broad range of human diseases. In this work, we leverage the exponentially increasing number of JDP gene sequences identified across all kingdoms owing to the advancements in sequencing technology and provide a broad overview of the JDP repertoire. Using an automated classification scheme based on artificial neural networks (ANNs), we demonstrate that the sequences of J-domains carry sufficient discriminatory information to reliably recover the phylogeny, localization, and domain composition of the corresponding full-length JDP. By harnessing the interpretability of the ANNs, we find that many of the discriminatory sequence positions match residues that form the interaction interface between the J-domain and Hsp70. This reveals that key residues within the J-domains have coevolved with their obligatory Hsp70 partners to build chaperone circuits for specific functions in cells.
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Texto completo: 1 Base de datos: MEDLINE Asunto principal: Chaperonas Moleculares / Proteínas HSP70 de Choque Térmico Idioma: En Revista: Proc Natl Acad Sci U S A Año: 2023 Tipo del documento: Article

Texto completo: 1 Base de datos: MEDLINE Asunto principal: Chaperonas Moleculares / Proteínas HSP70 de Choque Térmico Idioma: En Revista: Proc Natl Acad Sci U S A Año: 2023 Tipo del documento: Article