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An integrative MCDM framework using topological indices for ranking vitamins based on solubility properties
Guoping Zhang1, Yali Li1, Shamaila Yousaf2
1School of Software, Pingdingshan University, Pingdingshan, 467000, China.
This study ranks vitamins by solubility using computational chemistry and decision-making methods. Vitamin E is most soluble, while niacin is least soluble, offering a new tool for nutritional and pharmaceutical applications.
Area of Science:
- Computational Chemistry
- Decision Science
- Nutritional Science
Background:
- Vitamins are essential micronutrients with varying solubility impacting their bioavailability and application.
- Systematic ranking of vitamins based on physicochemical properties like solubility is crucial for formulation and drug design.
- Existing methods may not fully capture the complex interplay of molecular structure and solubility.
Purpose of the Study:
- To develop an integrated framework for ranking vitamins based on solubility.
- To utilize graph-theoretic topological indices and multi-criteria decision-making (MCDM) techniques for systematic vitamin ranking.
- To provide a transparent and reproducible tool for optimizing vitamin selection in various applications.
Main Methods:
- Molecular structures of eleven essential vitamins were converted into quantitative descriptors using six topological indices.
- Three MCDM methods (VIKOR, TOPSIS, SAW) were applied using topological indices as criteria.
- Four weighting strategies (point allocation, standard deviation, entropy, mean weight) were employed for criterion importance.
- Consensus across methodologies was assessed to ensure robust rankings.
Main Results:
- A high degree of consensus was observed across different MCDM methods and weighting strategies.
- -tocopherol (vitamin E) was consistently ranked as the most soluble vitamin.
- Nicotinic acid (niacin) was consistently ranked as the least soluble vitamin.
- Nuanced differences in mid-tier rankings were observed, dependent on the MCDM approach and weighting scheme.
Conclusions:
- The integrated framework effectively ranks vitamins based on solubility properties.
- Combining topological indices with MCDM provides a powerful approach for complex ranking problems in nutrition and pharmacology.
- The proposed framework can aid in optimizing vitamin selection for dietary formulations and pharmaceutical design.
- This methodology has potential applications for ranking other classes of chemical compounds.
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