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Structure-biological function relationship extended to mitotic arrest-deficient 2-like protein Mad2 native and
Speranta Avram1, Adina Milac2, Maria Mernea3
1Department of Anatomy, Animal Physiology and Biophysics, Faculty of Biology, University of Bucharest, 91-95 Spl. Independentei, Bucharest 050095, Romania. speranta.avram@gmail.com.
Abstract:
Overexpression of mitotic arrest-deficient proteins Mad1 and Mad2, two components of spindle assembly checkpoint, is a risk factor for chromosomal instability (CIN) and a trigger of many genetic disorders. Mad2 transition from inactive open (O-Mad2) to active closed (C-Mad2) conformations or Mad2 binding to specific partners (cell-division cycle protein 20 (Cdc20) or Mad1) were targets of previous pharmacogenomics studies. Here, Mad2 binding to Cdc20 and the interconversion rate from open to closed Mad2 were predicted and the molecular features with a critical contribution to these processes were determined by extending the quantitative structure-activity relationship (QSAR) method to large-size proteins such as Mad2. QSAR models were built based on available published data on 23 Mad2 mutants inducing CIN-related functional changes. The most relevant descriptors identified for predicting Mad2 native and mutants action mechanism and their involvement in genetic disorders are the steric (van der Waals area and solvent accessible area and their subdivided) and energetic van der Waals energy descriptors. The reliability of our QSAR models is indicated by significant values of statistical coefficients: Cross-validated correlation q2 (0.53-0.65) and fitted correlation r2 (0.82-0.90). Moreover, based on established QSAR equations, we rationally design and analyze nine de novo Mad2 mutants as possible promoters of CIN.
Insights
Quantitative structure-activity relationship (QSAR) models were developed to predict the behavior of mitotic arrest-deficient protein 2 (Mad2) and its mutants, identifying key molecular features involved in chromosomal instability and genetic disorders.
Area of Science:
- Molecular biology
- Biophysics
- Computational chemistry
Background:
- Overexpression of mitotic arrest-deficient proteins Mad1 and Mad2 is linked to chromosomal instability (CIN) and genetic disorders.
- Mad2's conformational changes (open to closed) and binding to partners like Cdc20 are crucial for its function and therapeutic targeting.
Purpose of the Study:
- To extend quantitative structure-activity relationship (QSAR) methods to large proteins like Mad2.
- To predict Mad2 binding to Cdc20 and its open-to-closed interconversion rate.
- To identify molecular features critical for Mad2's function and its role in genetic disorders.
Main Methods:
- Application of QSAR to analyze 23 Mad2 mutants with known CIN-related functional changes.
- Identification of steric (van der Waals area, solvent accessible area) and energetic (van der Waals energy) descriptors.
- Validation of QSAR models using statistical coefficients (q2: 0.53-0.65, r2: 0.82-0.90).
Main Results:
- QSAR models successfully predicted Mad2 binding to Cdc20 and interconversion rates.
- Steric and van der Waals energy descriptors were identified as critical for Mad2 function and genetic disorder involvement.
- Developed QSAR equations enabled the rational design of nine novel Mad2 mutants.
Conclusions:
- QSAR is a viable approach for studying large proteins like Mad2.
- Identified molecular features provide insights into Mad2's mechanism of action in CIN and genetic disorders.
- Designed de novo Mad2 mutants offer potential avenues for further research into CIN promotion.
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