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Molecular Dynamics Simulation-Assisted siRNA Design for Dual-Ubiquitinated SKP2 Silencing via Ago2 Anchoring in
Manshi Kumari Gupta1, Chinnappan Sudandiradoss1
1Department of Biotechnology, School of Bio Sciences and Technology, Vellore Institute of Technology, Vellore, Tamilnadu 632014, India.
Abstract:
S-phase kinase-associated protein 2 (SKP2) functions as a dual-ubiquitin modulator in breast cancer progression by orchestrating two distinct ubiquitination process. Through Ub-K48-linked degradation, SKP2 facilitates proteasomal turnover of tumor suppressors while Ub-K63-linked modification amplifies oncogenic signaling cascades. Together, these mechanisms drive uncontrolled cell proliferation, enhance metastatic potential, and contribute to therapeutic resistance. To therapeutically intercept SKP2, this study employed a consolidated structural informatics framework to rationally design small interfering RNAs (siRNAs) with high target specificity. Commencing with a curated library of 127 siRNA sequences, a multiparametric filtration cascade of thermodynamic profiling, secondary structure interrogation, and genome-wide off-target exclusion refined the pool of eight high-confidence siRNA candidates. These were further subjected to binding against human Argonaute 2 (hAgo2), a catalytic epicenter of the RNA-induced silencing complex (RISC). Interestingly, siRNA 10 and siRNA 11 emerged as lead candidates, exhibiting robust binding affinities, precise spatial accommodation within the Ago2 binding cleft, and predicted silencing efficiencies of 96.5%. To further assess their dynamic stability and conformational behavior, all-atom molecular dynamics simulations were performed to both bound and unbound siRNA with the Ago2 complex using the CHARMM-GUI interface and CHARMM36m force field, optimized for RNA-protein interactions. We report our designed siRNA 10 (5'AUCACUUAAGUCUAGAUGGAC'3) and siRNA 11 (5'UAUCACUUAAGUCUAGAUGGA'3) for precise silencing of SKP2, offering a targeted therapeutic avenue to disrupt dual-ubiquitin-driven oncogenic progression in breast cancer.
Insights
This study designed specific small interfering RNAs (siRNAs) to target S-phase kinase-associated protein 2 (SKP2), a key driver of breast cancer progression. These siRNAs offer a novel therapeutic strategy to inhibit uncontrolled cell growth and metastasis in breast cancer.
Area of Science:
- Oncology
- Molecular Biology
- Bioinformatics
Background:
- S-phase kinase-associated protein 2 (SKP2) promotes breast cancer progression through dual ubiquitination pathways, driving proliferation, metastasis, and therapeutic resistance.
- Targeting SKP2 represents a potential therapeutic strategy to counteract these oncogenic mechanisms.
Purpose of the Study:
- To rationally design highly specific small interfering RNAs (siRNAs) to therapeutically target SKP2 in breast cancer.
- To identify lead siRNA candidates with high binding affinity and predicted silencing efficiency against SKP2.
Main Methods:
- A structural informatics framework was used to design siRNAs from an initial library of 127 sequences.
- Filtration included thermodynamic profiling, secondary structure analysis, and genome-wide off-target exclusion.
- Lead candidates were assessed for binding to human Argonaute 2 (hAgo2) and evaluated using molecular dynamics simulations.
Main Results:
- Eight high-confidence siRNA candidates were identified after multiparametric filtration.
- siRNA 10 and siRNA 11 demonstrated robust binding to hAgo2 with predicted silencing efficiencies of 96.5%.
- Molecular dynamics simulations confirmed the dynamic stability and conformational behavior of the designed siRNAs with the hAgo2 complex.
Conclusions:
- Designed siRNA 10 and siRNA 11 precisely target SKP2, offering a novel therapeutic approach.
- These siRNAs can disrupt the dual-ubiquitin-driven oncogenic progression in breast cancer.
- This study provides a targeted therapeutic avenue for breast cancer treatment by inhibiting SKP2.
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