Biology subjects

Rathinaswamy, M. K.

Publications and source records attributed to Rathinaswamy, M. K..

4 recordsLinked to original sources

bioRxiv2021

Accurate prediction of protein structures and interactions using a 3-track network

DeepMind presented remarkably accurate protein structure predictions at the CASP14 conference. We explored network architectures incorporating related ideas and obtained the best performance with a 3-track network in which information at the 1D sequence level, the 2D distance map level, and the 3D coordinate level is successively transformed and integrated. The 3-track network produces structure predictions with accuracies approaching those of DeepMind in CASP14, enables rapid solution of challenging X-ray crystallography and cryo-EM structure modeling problems, and provides insights into the functions of proteins of currently unknown structure. The network also enables rapid generation of accurate models of protein-protein complexes from sequence information alone, short circuiting traditional approaches which require modeling of individual subunits followed by docking. We make the method available to the scientific community to speed biological research. One-Sentence SummaryAccurate protein structure modeling enables rapid solution of structure determination problems and provides insights into biological function.

bioinformatics↗

bioRxiv2021

Structure of the phosphoinositide 3-kinase p110γ-p101 complex reveals molecular mechanism of GPCR activation

The class IB phosphoinositide 3-kinase (PI3K), PI3K{gamma}, is a master regulator of immune cell function, and a promising drug target for both cancer and inflammatory diseases. Critical to PI3K{gamma} function is the association of the p110{gamma} catalytic subunit to either a p101 or p84 regulatory subunit, which mediates activation by G-protein coupled receptors (GPCRs). Here, we report the cryo-EM structure of a heterodimeric PI3K{gamma} complex, p110{gamma}-p101. This structure reveals a unique assembly of catalytic and regulatory subunits that is distinct from other class I PI3K complexes. p101 mediates activation through its G{beta}{gamma} binding domain, recruiting the heterodimer to the membrane and allowing for engagement of a secondary G{beta}{gamma} binding site in p110{gamma}. Multiple oncogenic mutations mapped to these novel interfaces and enhanced G{beta}{gamma} activation. A nanobody that specifically binds to the p101-G{beta}{gamma} interface blocks activation providing a novel tool to study and target p110{gamma}-p101-specific signaling events in vivo.

biochemistry↗

bioRxiv2021

HDX-MS optimized approach to characterize nanobodies as tools for biochemical and structural studies of class IB phosphoinositide 3-kinases

There is considerable interest in developing antibodies as modulators of signaling pathways. One of the most important signaling pathways in higher eukaryotes is the phosphoinositide 3-kinase (PI3K) pathway, which plays fundamental roles in growth, metabolism and immunity. The class IB PI3K, PI3K{gamma}, is a heterodimeric complex composed of a catalytic p110{gamma} subunit bound to a p101 or p84 regulatory subunit. PI3K{gamma} is a critical component in multiple immune signaling processes and is dependent on activation by Ras and GPCRs to mediate its cellular roles. Here we describe the rapid and efficient characterization of multiple PI3K{gamma} single chain camelid nanobodies using hydrogen deuterium exchange mass spectrometry (HDX-MS) for structural and biochemical studies. This allowed us to identify nanobodies that stimulated lipid kinase activity, blocked Ras activation and specifically inhibited p101-mediated GPCR activation. Overall, this reveals novel insight into PI3K{gamma} regulation and identifies sites that may be exploited for therapeutic development. Highlights- HDX-MS rapidly identifies epitopes of camelid single-chain nanobodies raised against Class IB PI3K complexes, p110{gamma}/p101 and p110{gamma}/p84 - A nanobody targeting p101 improves local resolution in EM studies with p110{gamma}/p101 facilitating structural characterization of the complex - Nanobodies that bind at the interfaces with the lipidated activators Ras and G{beta}{gamma} can prevent activation of p110{gamma}/p101 and p110{gamma}/p84

biochemistry↗

bioRxiv2020

Disease related mutations in PI3Kγ disrupt regulatory C-terminal dynamics and reveals a path to selective inhibitors

Class I Phosphoinositide 3-kinases (PI3Ks) are master regulators of cellular functions, with the p110{gamma} subunit playing a key role in immune signalling. PI3K{gamma} is a key factor in inflammatory diseases, and has been identified as a therapeutic target for cancers due to its immunomodulatory role. Using a combined biochemical/biophysical approach, we have revealed insight into regulation of kinase activity, specifically defining how immunodeficiency and oncogenic mutations of R1021 in the c-terminus can inactivate or activate enzyme activity. Screening of small molecule inhibitors using HDX-MS revealed that activation loop binding inhibitors induce allosteric conformational changes that mimic those seen for the R1021C mutant. Structural analysis of clinically advanced PI3K inhibitors revealed novel binding pockets that can be exploited for further therapeutic development. Overall this work provides unique insight into the regulatory mechanisms that control PI3K{gamma} kinase activity, and shows a framework for the design of PI3K isoform and mutant selective inhibitors.

biochemistry↗