FTIR-Based Study of Starch Retrogradation and Protein Structure in Chickpea-Enriched Gluten-Free Bread During Storage
Abstract
1. Introduction
2. Materials and Methods
2.1. Materials
2.2. Bread Making Procedure
2.3. Storage of Breads
2.4. Bread Analysis
2.5. Colorimetric Analysis
2.6. Reflectance Spectra
2.7. FTIR Analysis
2.8. Bread Crumb Structure
2.9. Volume Analysis
2.10. Texture Analysis
2.11. Staling Kinetics
- q—remaining fraction of the parameter change,
- t—time,
- X0, XL—initial and limiting experimental value of textural parameter after 1 day and 7 days of storage,
- Xt—value at time t,
- k—rate constant,
- n—Avrami exponent.
2.12. Statistical Analysis
3. Results
3.1. Color Analysis
3.2. Reflectance Spectra
3.3. FTIR Analysis
3.3.1. FTIR Analysis of Starch Structure
3.3.2. FTIR Analysis of Secondary Protein Structures
3.4. Crumb Structure Characteristics
3.5. Texture Analysis and Staling Kinetics
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| ANOVA | Analysis of variance |
| ATR | Attenuated total reflectance |
| CD | Celiac disease |
| CF | Chickpea flour |
| CFB | Chickpea flour bread |
| CIE | International Commission on Illumination |
| DSC | Differential Scanning Calorimetry |
| FTIR | Fourier-transform infrared spectroscopy |
| GF | Gluten-free |
| GFB | Gluten-free bread |
| RCD | Relative crystallinity degree |
| RF | Rice flour |
| RFB | Rice flour bread |
| RGB | Red–green–blue |
| ROI | Region of interest |
| SD | Standard deviation |
| TPA | Texture profile analysis |
| WHO | World Health Organization |
| XRD | X-ray Diffraction |
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| Ingredients | Baker’s Percentage—RFB | Baker’s Percentage—CFB |
|---|---|---|
| Rice flour | 90 | 50 |
| Chickpea flour | - | 50 |
| Whey concentrate | 10 | - |
| Xanthan gum | 2 | 2 |
| Psyllium | 5 | 5 |
| Instant yeast | 3 | 3 |
| Oil | 5 | 5 |
| Sugar | 3 | 3 |
| Salt | 2 | 2 |
| Water | 105 | 105 |
| Sample | L* | a* | b* | ΔE | |
|---|---|---|---|---|---|
| Crust | RFB | 56.7 ± 3.6 a | 8.2 ± 1.1 b | 30.6 ± 1.7 a | 10.9 ± 1.2 |
| CFB | 46.8 ± 2.4 b | 12.2 ± 1.1 a | 28.5 ± 1.3 a | ||
| Crumb | RFB | 74.4 ± 1.8 a | −5.1 ± 0.1 b | 15.5 ± 0.6 b | 12.4 ± 0.4 |
| CFB | 73.6 ± 1.6 a | −2.5 ± 0.2 a | 27.6 ± 0.7 a | ||
| Storage (Days) | RFB | CFB |
|---|---|---|
| 1 | 46.19 ± 3.13 a | 58.74 ± 2.85 a |
| 2 | 35.04 ± 1.16 b | 53.30 ± 3.81 a |
| 3 | 35.20 ± 1.15 b | 54.60 ± 1.46 a |
| 7 | 40.52 ± 4.24 ab | 59.05 ± 4.25 a |
| Parameter | Storage (Days) | RFB | CFB |
|---|---|---|---|
| Crystallinity (1047/1020) | 1 | 0.46 ± 0.05 ab | 0.79 ± 0.13 a |
| 2 | 0.36 ± 0.08 b | 0.73 ± 0.19 a | |
| 3 | 0.33 ± 0.02 b | 0.72 ± 0.11 a | |
| 7 | 0.68 ± 0.12 a | 1.29 ± 0.25 a | |
| Amorphous (1020/995) | 1 | 2.54 ± 0.36 ab | 1.29 ± 0.24 a |
| 2 | 6.07 ± 0.04 a | 1.44 ± 0.33 a | |
| 3 | 4.89 ± 0.2 ab | 1.40 ± 0.20 a | |
| 7 | 1.49 ± 0.26 b | 1.45 ± 0.29 a |
| Secondary Protein Structure | Storage (Days) | RFB | CFB |
|---|---|---|---|
| α-helix | 1 | 31.73 ± 0.29 a | 27.18 ± 0.36 a |
| 2 | 30.62 ± 0.23 a | 25.18 ± 0.34 b | |
| 3 | 31.30 ± 0.09 a | 26.88 ± 0.28 a | |
| 7 | 30.83 ± 0.87 a | 22.91 ± 0.71 c | |
| β-sheet | 1 | 30.37 ± 0.43 b | 35.05 ± 0.38 b |
| 2 | 32.30 ± 0.26 a | 38.36 ± 0.30 a | |
| 3 | 31.41 ± 0.50 ab | 35.81 ± 0.08 b | |
| 7 | 31.16 ± 1.29 ab | 37.49 ± 1.14 a | |
| β-turn | 1 | 18.24 ± 0.18 a | 17.61 ± 0.36 a |
| 2 | 16.95 ± 0.32 b | 15.87 ± 0.26 bc | |
| 3 | 17.79 ± 0.08 a | 16.53 ± 0.52 b | |
| 7 | 17.01 ± 0.13 b | 15.28 ± 0.32 c | |
| Random coil | 1 | 19.66 ± 0.18 b | 20.16 ± 0.44 b |
| 2 | 20.13 ± 0.30 ab | 20.59 ± 0.12 b | |
| 3 | 19.50 ± 0.37 b | 20.78 ± 0.42 b | |
| 7 | 21.01 ± 0.55 a | 24.32 ± 2.00 a |
| Sample | Cell Density (Pores/cm2) | Average Pore Size (mm2) | Porosity (%) | Specific Volume (cm3/g) |
|---|---|---|---|---|
| RFB | 13.32 ± 2.91 b | 1.06 ± 0.15 a | 21.01 ± 2.84 a | 1.93 ± 0.03 a |
| CFB | 20.12 ± 2.21 a | 0.56 ± 0.06 b | 17.17 ± 1.13 b | 1.65 ± 0.03 b |
| Parameter | Sample | Hardness (N) | Springiness | Resilience | Cohesiveness | Chewiness (N) | Parameter |
|---|---|---|---|---|---|---|---|
| X0 | RFB | 6.15 ± 0.91 b | 0.82 ± 0.02 a | 0.45 ± 0.02 a | 0.75 ± 0.01 a | 3.81 ± 0.67 b | 6.15 ± 0.91 b |
| CFB | 15.92 ± 0.80 a | 0.78 ± 0.02 b | 0.33 ± 0.03 b | 0.62 ± 0.01 b | 7.69 ± 0.76 a | 15.92 ± 0.80 a | |
| XL | RFB | 10.51 ± 1.17 b | 0.72 ± 0.04 a | 0.26 ± 0.02 a | 0.54 ± 0.03 a | 4.28 ± 0.37 b | 10.51 ± 1.17 b |
| CFB | 24.46 ± 0.80 a | 0.71 ± 0.04 a | 0.25 ± 0.03 a | 0.53 ± 0.03 a | 9.99 ± 0.62 a | 24.46 ± 0.80 a | |
| |XL − X0| | RFB | 4.37 ± 0.58 b | 0.11 ± 0.02 a | 0.18 ± 0.01 a | 0.22 ± 0.02 a | 0.47 ± 0.39 b | 4.37 ± 0.58 b |
| CFB | 8.55 ± 0.07 a | 0.06 ± 0.02 b | 0.08 ± 0.00 b | 0.09 ± 0.02 b | 2.30 ± 0.41 a | 8.55 ± 0.07 a | |
| n | RFB | 1.48 ± 0.04 b | 1.47 ± 0.02 a | 1.44 ± 0.02 a | 1.43 ± 0.02 a | 1.60 ± 0.13 b | 1.48 ± 0.04 b |
| CFB | 1.71 ± 0.16 a | 1.58 ± 0.22 a | 1.50 ± 0.09 a | 1.48 ± 0.06 a | 2.18 ± 0.31 a | 1.71 ± 0.16 a | |
| k (day−n) | RFB | 0.25 ± 0.02 b | 0.33 ± 0.03 a | 0.28 ± 0.01 a | 0.27 ± 0.01 a | 0.29 ± 0.08 b | 0.25 ± 0.02 b |
| CFB | 0.52 ± 0.10 a | 0.42 ± 0.15 a | 0.35 ± 0.09 a | 0.30 ± 0.04 a | 0.77 ± 0.15 a | 0.52 ± 0.10 a | |
| R2 | RFB | 0.885 | 0.927 | 0.868 | 0.847 | 0.919 | 0.885 |
| CFB | 0.992 | 0.953 | 0.905 | 0.872 | 0.986 | 0.992 | |
| kcorr (day−1) | RFB | 0.14 ± 0.02 b | 0.20 ± 0.02 a | 0.17 ± 0.01 a | 0.16 ± 0.01 a | 0.26 ± 0.01 b | 0.14 ± 0.02 b |
| CFB | 0.28 ± 0.03 a | 0.23 ± 0.06 a | 0.20 ± 0.05 a | 0.17 ± 0.02 a | 0.35 ± 0.04 a | 0.28 ± 0.03 a |
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Lončarić, P.; Jukić, M.; Cozmuta, A.M.; Cozmuta, L.G.M.; Uivarasan, A.M.; Pichler, A.; Lučan Čolić, M.; Lukinac, J. FTIR-Based Study of Starch Retrogradation and Protein Structure in Chickpea-Enriched Gluten-Free Bread During Storage. Foods 2026, 15, 412. https://doi.org/10.3390/foods15030412
Lončarić P, Jukić M, Cozmuta AM, Cozmuta LGM, Uivarasan AM, Pichler A, Lučan Čolić M, Lukinac J. FTIR-Based Study of Starch Retrogradation and Protein Structure in Chickpea-Enriched Gluten-Free Bread During Storage. Foods. 2026; 15(3):412. https://doi.org/10.3390/foods15030412
Chicago/Turabian StyleLončarić, Petra, Marko Jukić, Anca Mihaly Cozmuta, Leonard Gigel Mihaly Cozmuta, Alexandra Maria Uivarasan, Anita Pichler, Mirela Lučan Čolić, and Jasmina Lukinac. 2026. "FTIR-Based Study of Starch Retrogradation and Protein Structure in Chickpea-Enriched Gluten-Free Bread During Storage" Foods 15, no. 3: 412. https://doi.org/10.3390/foods15030412
APA StyleLončarić, P., Jukić, M., Cozmuta, A. M., Cozmuta, L. G. M., Uivarasan, A. M., Pichler, A., Lučan Čolić, M., & Lukinac, J. (2026). FTIR-Based Study of Starch Retrogradation and Protein Structure in Chickpea-Enriched Gluten-Free Bread During Storage. Foods, 15(3), 412. https://doi.org/10.3390/foods15030412

