| Literature DB >> 35739179 |
Bazila Naseer1, Haroon Rashid Naik1, Syed Zameer Hussain2, Tahiya Qadri1, Basharat Nabi Dar3, Tawheed Amin1, Monica Reshi1, Fouzia Shafi4, Tabasum Fatima5.
Abstract
High amylose rice (HAR) and carboxymethyl cellulose (CMC) are the preferred choices for enhancement of resistant starch content and lowering of glycemic index in dairy desserts. The effects of different levels of skimmed milk powder (SMP): HAR flour (45:55 to 75:25) and CMC (0.1 to 1%) were investigated on physical characteristics of dry-mix and on texture profile parameters, resistant starch (RS), predicted glycemic index (pGI), glycemic load (GL) and overall acceptability of phirni (a traditional milk pudding). Design expert predicted SMP (70): HAR (30) and CMC (0.8%) as optimum levels for reducing the pGI and maximizing the RS content and other quality characteristics in phirni. RS content of phirni (4.38%) prepared from optimized dry-mix (ODM) was higher while pGI (48.12) and GL (7.50) were lower as compared to phirni prepared from market dry-mix (MDM). The visco-thermal properties of ODM and MDM also showed significant variations. Storage modulus (G') and loss modulus (G'') indicated that ODM phirni was less solid than MDM phirni. Scanning electron micrographs showed fused structures in ODM, while coarse sheet like structures were observed across the surface of MDM. Thus, ODM can be a promising substitute for the available milk desserts for diabetic patients.Entities:
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Year: 2022 PMID: 35739179 PMCID: PMC9225996 DOI: 10.1038/s41598-022-15060-6
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.996
Experimental ranges and coded levels of the independent variables generated using central composite rotatable design.
| Run no | SMP:HAR (%) | CMC (%) |
|---|---|---|
| 1 | 50:50 (− 1) | 0.25 (− 1) |
| 2 | 70:30 (+ 1) | 0.25 (− 1) |
| 3 | 50:50 (− 1) | 0.85 (+ 1) |
| 4 | 70:30 (+ 1) | 0.85 (+ 1) |
| 5 | 45:55 (− 1.414) | 0.5 (0) |
| 6 | 75:25 (+ 1.414) | 0.5 (0) |
| 7 | 60:40 (0) | 0.1 (− 1.414) |
| 8 | 60:40 (0) | 1 (+ 1.414) |
| 9 | 60:40 (0) | 0.5 (0) |
| 10 | 60:40 (0) | 0.5 (0) |
| 11 | 60:40 (0) | 0.5 (0) |
| 12 | 60:40 (0) | 0.5 (0) |
| 13 | 60:40 (0) | 0.5 (0) |
Coded values are in parenthesis.
SMP skimmed milk powder, HAR high amylose rice flour, CMC carboxymethyl cellulose.
Analysis of variance (ANOVA) for the developed regression models.
| Coefficient | BD | TD | Porosity | Solubility | Hardness | ADH | COH | RS | pGI | GL | OA |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Intercept | 663.37 | 781.97 | 56.28 | 94.75 | 0.372 | 0.480 | 0.528 | 2.57 | 50.86 | 8.73 | 8.09 |
| A-Skimmed milk powder | − 22.83** | − 33.09** | 0.368** | 1.95** | − 0.173** | 0.075** | − 0.054** | − 0.052NS | − 0.088NS | − 1.17** | 0.357** |
| B- Carboxymethyl cellulose | − 0.166NS | 1.41NS | 0.060NS | 1.47** | − 0.061* | 0.073** | 0.074** | 1.06** | − 1.45** | − 0.315** | 0.262** |
| AB | − 2.03NS | − 0.985NS | – | − 0.270NS | 0.014NS | − | 0.023NS | 0.169* | − 0.879** | – | – |
| A2 | − 8.58** | − 9.14** | – | − 3.65** | 0.042NS | – | 0.007NS | 0.589** | − 0.712** | – | – |
| B2 | 1.48NS | 0.778NS | – | − 0.650NS | 0.006NS | – | 0.120** | 0.236** | − 0.619** | – | – |
| Model | < 0.0001 | < 0.0001 | < 0.0001 | < 0.0001 | < 0.0001 | < 0.0001 | < 0.0001 | < 0.0001 | < 0.0001 | < 0.0001 | < 0.0001 |
| R2 | 0.963 | 0.984 | 0.881 | 0.969 | 0.952 | 0.872 | 0.959 | 0.990 | 0.961 | 0.936 | 0.834 |
| Predicted R2 | 0.768 | 0.907 | 0.808 | 0.813 | 0.730 | 0.751 | 0.844 | 0.943 | 0.923 | 0.861 | 0.664 |
| Adjusted R2 | 0.937 | 0.973 | 0.857 | 0.947 | 0.919 | 0.846 | 0.930 | 0.983 | 0.933 | 0.923 | 0.801 |
| C.V % | 0.80 | 0.61 | 0.22 | 0.930 | 10.97 | 7.91 | 5.85 | 4.48 | 0.81 | 3.33 | 2.26 |
| F-Value | 36.88 | 88.33 | 37.08 | 44.06 | 28.32 | 34.07 | 33.00 | 144.12 | 34.52 | 73.63 | 25.29 |
| Adequate Precision | 19.81 | 30.51 | 18.19 | 21.04 | 15.77 | 16.62 | 19.10 | 34.56 | 16.80 | 25.09 | 14.17 |
| LOF | NS | NS | NS | NS | NS | NS | NS | NS | NS | NS | NS |
| Model analyzed | Quadratic | Quadratic | Linear | Quadratic | Quadratic | Linear | Quadratic | Quadratic | Quadratic | Linear | Linear |
**Significant at p < 0.01, * Significant at p < 0.05.
NS Non-Significant, LOF lack of fit, CV coefficient of variation, LOF lack of fit, BD bulk density, TD true density, ADH adhesiveness, COH cohesiveness, RS resistant starch, pGI predicted glycemic index, GL glycemic load, OA overall acceptability.
Figure 1(a–d) Demonstrates the effect of skimmed milk powder (SMP): high amylose rice (HAR) and CMC on physical attributes of instant dry mix; (e–k) demonstrates the effect of SMP: HAR and CMC on textural parameters, resistant starch, kinetics of starch digestion and overall acceptability of instant dry mix phirni, and (l) optimization plot.
Physico-chemical properties of optimized dry mix (ODM)and market dry mix (MDM).
| Parameters | ODM | MDM |
|---|---|---|
| Moisture (g/100 g) | 4.61a ± 0.25 | 4.02a ± 0.01 |
| Water activity | 0.26a ± 0.21 | 0.31a ± 0.10 |
| Total solids (g/100 g) | 95.20a ± 1.05 | 95.90a ± 1.55 |
| Protein (g/100 g) | 25.12a ± 0.31 | 9.56b ± 0.35 |
| Fat (g/100 g) | 1.30a ± 0.25 | 2.14b ± 0.15 |
| Ash (g/100 g) | 7.12a ± 0.22 | 6.08b ± 0.17 |
| Crude fibre (g/100 g) | 1.18a ± 0.15 | 0.29b ± 0.10 |
| Total carbohydrate (g/100 g) | 60.58a ± 0.45 | 77.91b ± 0.54 |
| Total sugars (g/100 g) | 30.00a ± 1.88 | 50.25b ± 2.50 |
| Energy value (kcal/100 g) | 354.50a ± 1.9 | 369.14b ± 1.0 |
| Dietary fiber (g/100 g) | 3.10a ± 0.66 | 0.67b ± 0.37 |
| Amylose (g/100 g) | 15.31a ± 0.25 | 5.27b ± 0.36 |
| Total starch (g/100 g) | 25a ± 2.0 | 10b ± 1.8 |
| RS1 (g/100 g) | 4.38a ± 1.5 | 0.50b ± 1.75 |
| HI1 | 15.31a ± 0.15 | 37.32b ± 0.08 |
| pGI1 | 48.12a ± 1.1 | 60.20b ± 1.50 |
| GL1 | 7.50a ± 0.11 | 9.78b ± 0.16 |
| Hardness1 (N) | 0.311a ± 1.8 | 0.654b ± 1.5 |
| Adhesiveness1 (N) | − 0.642a ± 0.41 | − 0.550b ± 0.22 |
| Cohesiveness1 | 0.724a ± 0.66 | 0.789b ± 0.82 |
1Parameters analyzed after reconstitutingODM and MDM.
Mean values in rows with different superscripts are significantly different at p ≤ 0.05.
RS resistant starch, HI hydrolysis index, pGI predicted glycemic index, GL glycemic load.
Pasting and thermal properties of optimized dry mix (ODM)and market dry mix (MDM).
| ODM | MDM | |
|---|---|---|
| Pasting temperature (°C) | 81.23a ± 2.25 | 76.13b ± 2.30 |
| Peak viscosity (cP) | 170a ± 3.05 | 228b ± 2.55 |
| Hold viscosity (cP) | 163a ± 1.33 | 212b ± 1.20 |
| Breakdown viscosity (cP | 7a ± 0.88 | 16b ± 1.66 |
| Final viscosity (cP | 321a ± 3.75 | 272b ± 2.15 |
| Set back viscosity (cP | 158a ± 2.78 | 60b ± 2.99 |
| Onset temperature To (°C) | 35.41a ± 1.69 | 36.05a ± 2.47 |
| Peak temperatureTp (°C) | 77.63a ± 1.55 | 73.80b ± 1.79 |
| Endset temperature Tc (°C) | 126.82a ± 3.12 | 97.72b ± 2.66 |
| Enthalpy of gelatinization (∆Hgel) (j/g) | 21.13a ± 2.0 | 17.93b ± 1.30 |
Mean values in rows with different superscripts are significantly different at p ≤ 0.05.
Figure 2Scanning electron micrographs of (a) optimized dry mix (ODM), and (b) market dry mix (MDM).
Figure 3(a) Gʹ and Gʹʹ and (b) Loss tangent of phirni reconstituted from ODM and MDM.