Key result
Evolutionary and physics-guided modeling identifies multiple dynamical mechanisms for Ca2+ sensitization in cardiac troponin C.
Why the study?
Precise tuning of Ca2+ sensitivity is essential for cardiac contractility, requiring modulation of force generation without disrupting native regulatory control of cardiac troponin C.
Computational modeling reveals that mutations in cardiac troponin C can modulate calcium sensitivity through enhanced structure coupling, conformational plasticity, or calcium retention.
Premature for clinical use; leaves open whether identified troponin C mutations can safely tune contractility in vivo.
Context Precise tuning of Ca ²⁺ 2 + sensitivity is essential for cardiac contractility, requiring modulation of force generation without disrupting native regulatory control. Cardiac troponin C acts as the primary Ca ²⁺ 2 + sensor, where subtle perturbations at the regulatory EF-hand site II can influence thin-filament activation. Here, we present an integrated evolutionary and physics-guided modeling framework to identify mutations that modulate Ca ²⁺ 2 + responsiveness while preserving conserved allosteric architecture. The results support a mechanistic interpretation in which Ca ²⁺ 2 + sensitization can emerge through multiple dynamical mechanisms, including enhanced Ca ²⁺ 2 + –structure coupling, increased conformational plasticity, or improved Ca ²⁺ 2 + retention within the regulatory EF-hand. Methods Evolutionary constraints were inferred from vertebrate ortholog sequences using a Potts-model framework implemented in GREMLIN. Physics-based energetic screening was performed with PyRosetta using the ref2015 energy function, and molecular dynamics simulations were conducted using AMBER 2024 with the ff14SB force field, TIP3P solvent, Joung–Cheatham ion parameters, and a 12-6-4 Lennard–Jones Ca ²⁺ 2 + model. Trajectories were analyzed using cpptraj to quantify Ca ²⁺ 2 + –structure coupling and EF-hand dynamics.
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Abdul Basit (2026) studied this question. Evolutionary and physics-guided modeling framework was evaluated. An integrated evolutionary and physics-guided modeling framework identified that Ca2+ sensitization in cardiac troponin C can emerge through multiple dynamical mechanisms.
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