Exploiting molecular simulations as an atomic-level microscope to elucidate clinically relevant cation chloride cotransporters

Ruiz Munevar, Manuel Jose (2024) Exploiting molecular simulations as an atomic-level microscope to elucidate clinically relevant cation chloride cotransporters, [Dissertation thesis], Alma Mater Studiorum Università di Bologna. Dottorato di ricerca in Data science and computation, 35 Ciclo. DOI 10.48676/unibo/amsdottorato/10772.
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Abstract

The cation chloride cotransporters (CCCs) represent a vital family of ion transporters, with several members implicated in significant neurological disorders. Specifically, conditions such as cerebrospinal fluid accumulation, epilepsy, Down’s syndrome, Asperger’s syndrome, and certain cancers have been attributed to various CCCs. This thesis delves into these pharmacological targets using advanced computational methodologies. I primarily employed GPU-accelerated all-atom molecular dynamics simulations, deep learning-based collective variables, enhanced sampling methods, and custom Python scripts for comprehensive simulation analyses. Our research predominantly centered on KCC1 and NKCC1 transporters. For KCC1, I examined its equilibrium dynamics in the presence/absence of an inhibitor and assessed the functional implications of different ion loading states. In contrast, our work on NKCC1 revealed its unique alternating access mechanism, termed the rocking-bundle mechanism. I identified a previously unobserved occluded state and demonstrated the transporter's potential for water permeability under specific conditions. Furthermore, I confirmed the actual water flow through its permeable states. In essence, this thesis leverages cutting-edge computational techniques to deepen our understanding of the CCCs, a family of ion transporters with profound clinical significance.

Abstract
Tipologia del documento
Tesi di dottorato
Autore
Ruiz Munevar, Manuel Jose
Supervisore
Co-supervisore
Dottorato di ricerca
Ciclo
35
Coordinatore
Settore disciplinare
Settore concorsuale
Parole chiave
ion transport, membranes, NKCC1, cation chloride cotransporters, Molecular dynamics, enhanced sampling, neuropathology, free energy calculations, Python
URN:NBN
DOI
10.48676/unibo/amsdottorato/10772
Data di discussione
10 Aprile 2024
URI

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