Decoding the Multi-Component Synergy of Fu Ling Yin Zi for Anti-Oxidative Stress Applications: Formulation Optimization, Molecular Docking, Cell-Based Validation, and 3D-Printed Dysphagia-Friendly Diets
Abstract
1. Introduction
2. Materials and Methods
2.1. Materials
2.2. Network Pharmacology Analysis
2.2.1. Exploration and Screening of Potent Components and Associated Targets of FLYZ
2.2.2. Identification and Screening of Key Targets
2.2.3. Network Construction and Topological Analysis
2.2.4. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) Pathway Enrichment Analyses
2.2.5. Molecular Docking
2.3. Optimization of FLYZ Formulation and Antioxidant Activity Evaluation
2.3.1. Preparation of FLYZ
2.3.2. ABTS+ Scavenging Capacity Assay and Analysis of Antioxidant Synergism
2.3.3. Single-Factor Experiments
2.3.4. Response Surface Methodology (RSM) Design
2.3.5. Antioxidant Synergism
2.3.6. Cell Culture and Cytotoxicity Experiment
2.3.7. Biochemical Analysis of SOD and CAT Activities
2.3.8. Determination of Intracellular Reactive Oxygen Species (ROS) Levels
2.3.9. RNA Extraction and qRT-PCR
2.4. Development and Functional Evaluation of 3D-Printed Level 4 Dysphagia Foods
2.4.1. Preparation of Food Ink Formulations
2.4.2. Texture Profile Analysis (TPA)
2.4.3. 3D Printing Procedure and Ink Properties
2.4.4. IDDSI Tests for Dysphagia Texture Classification
2.4.5. Antioxidant Activity of 3D-Printed Gels with Different Oils
2.4.6. Determination of TPC and TFC
2.4.7. In Vitro Simulated Gastrointestinal Digestion
2.5. Statistical Analysis
3. Results and Discussion
3.1. Mechanistic Insights from Network Pharmacology Analysis
3.1.1. Screening of Active Compounds and Potential Targets
3.1.2. Construction and Analysis of the Herb–Compound–Target Network
3.1.3. PPI Network Analysis and Hub Target Identification
3.1.4. Functional Enrichment Analysis of Potential Targets
3.1.5. Analysis of Predicted Compound–Target Interactions via Molecular Docking
3.2. Optimization and Validation of the FLYZ Formulation for Antioxidant Activity
3.2.1. Single-Factor Experiment
3.2.2. Response Surface Methodology Optimization and Model Validation
3.2.3. Assessment of Antioxidant Synergism Using the Chou–Talalay Method
3.2.4. Cytoprotective and Antioxidant Effects of FLYZ in BNL CL.2 Cells
3.3. Functional Performance and Nutritional Evaluation of 3D-Printed Dysphagia-Level Foods
3.3.1. Assessment of Pre-Printing Gel Properties
3.3.2. Texture Profile Analysis
3.3.3. Evaluation of 3D Printing Behaviors
3.3.4. IDDSI Framework Compliance Testing
3.3.5. Antioxidant Activity of 3D-Printed Gels
3.3.6. Retention of Total Phenolic and Flavonoid Contents After In Vitro Digestion
3.3.7. Analysis of the Bioaccessible Fraction
4. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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| Run NO. | A/g | B/g | C/g | ABTS+ Radical Scavenging Activity (%) |
|---|---|---|---|---|
| 1 | 0.20 | 0.15 | 0.20 | 73.15 |
| 2 | 0.18 | 0.13 | 0.24 | 80.98 |
| 3 | 0.25 | 0.08 | 0.22 | 78.89 |
| 4 | 0.20 | 0.10 | 0.25 | 85.06 |
| 5 | 0.25 | 0.05 | 0.25 | 82.68 |
| 6 | 0.25 | 0.15 | 0.15 | 65.46 |
| 7 | 0.20 | 0.15 | 0.20 | 75.36 |
| 8 | 0.15 | 0.15 | 0.25 | 83.89 |
| 9 | 0.20 | 0.15 | 0.20 | 76.28 |
| 10 | 0.25 | 0.10 | 0.20 | 75.41 |
| 11 | 0.22 | 0.12 | 0.21 | 73.95 |
| 12 | 0.15 | 0.15 | 0.25 | 84.85 |
| 13 | 0.20 | 0.10 | 0.25 | 83.45 |
| 14 | 0.25 | 0.12 | 0.18 | 74.18 |
| 15 | 0.23 | 0.08 | 0.24 | 79.91 |
| 16 | 0.20 | 0.10 | 0.25 | 82.82 |
| Source | Sum of Squares | df | Mean Square | F-Value | p-Value | Significance |
|---|---|---|---|---|---|---|
| Model | 0.0430 | 6 | 0.0072 | 47.76 | <0.0001 | **** |
| Linear Mixture | 0.0411 | 2 | 0.0206 | 137.00 | <0.0001 | **** |
| AB | 0.0015 | 1 | 0.0015 | 9.84 | 0.0120 | * |
| AC | 0.0015 | 1 | 0.0015 | 10.17 | 0.0110 | * |
| BC | 0.0013 | 1 | 0.0013 | 8.58 | 0.0168 | * |
| ABC | 0.0014 | 1 | 0.0014 | 9.53 | 0.0130 | * |
| Residual | 0.0014 | 9 | 0.0002 | |||
| Lack of Fit | 0.0005 | 4 | 0.0001 | 0.78 | 0.5838 | ns |
| Pure Error | 0.0008 | 5 | 0.0002 | |||
| Cor Total | 0.0444 | 15 | ||||
| R2 | 0.9695 | |||||
| Adjusted R2 | 0.9492 |
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You, C.; Feng, Y.; Wu, C.; Ujala, A.; Hossain, S.M.R.; Hu, Q.; Guan, T.; Xu, J. Decoding the Multi-Component Synergy of Fu Ling Yin Zi for Anti-Oxidative Stress Applications: Formulation Optimization, Molecular Docking, Cell-Based Validation, and 3D-Printed Dysphagia-Friendly Diets. Foods 2026, 15, 2206. https://doi.org/10.3390/foods15122206
You C, Feng Y, Wu C, Ujala A, Hossain SMR, Hu Q, Guan T, Xu J. Decoding the Multi-Component Synergy of Fu Ling Yin Zi for Anti-Oxidative Stress Applications: Formulation Optimization, Molecular Docking, Cell-Based Validation, and 3D-Printed Dysphagia-Friendly Diets. Foods. 2026; 15(12):2206. https://doi.org/10.3390/foods15122206
Chicago/Turabian StyleYou, Cai, Yining Feng, Chengjun Wu, Ayyoob Ujala, Siddiki Md Robin Hossain, Qin Hu, Tianzhu Guan, and Jia Xu. 2026. "Decoding the Multi-Component Synergy of Fu Ling Yin Zi for Anti-Oxidative Stress Applications: Formulation Optimization, Molecular Docking, Cell-Based Validation, and 3D-Printed Dysphagia-Friendly Diets" Foods 15, no. 12: 2206. https://doi.org/10.3390/foods15122206
APA StyleYou, C., Feng, Y., Wu, C., Ujala, A., Hossain, S. M. R., Hu, Q., Guan, T., & Xu, J. (2026). Decoding the Multi-Component Synergy of Fu Ling Yin Zi for Anti-Oxidative Stress Applications: Formulation Optimization, Molecular Docking, Cell-Based Validation, and 3D-Printed Dysphagia-Friendly Diets. Foods, 15(12), 2206. https://doi.org/10.3390/foods15122206

