Valorization of Chestnut Outer Shell, a Waste Biomass from the Chestnut Supply Chain: Source of Phenols or Additive for Breadmaking
Abstract
1. Introduction
2. Materials and Methods
2.1. Trial A
2.1.1. Sample Preparation
2.1.2. Extraction Procedure
2.1.3. Statistical Analysis
2.1.4. Physicochemical Analysis
2.2. Trial B
2.2.1. Sample Preparation
2.2.2. Physicochemical Analysis
2.2.3. Statistical Analysis
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| COS | Chestnut outer shell |
| RSM | Response Surface Methodology |
| TPC | Total phenols concentration |
| CCD | Central Composite Design |
References
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| Levels | −α | −1 | 0 | 1 | α | |
|---|---|---|---|---|---|---|
| Variables | Time (min) | 17.5 | 30 | 60 | 90 | 102.42 |
| Temperature (°C) | 85 | 90 | 100 | 110 | 115 | |
| Run | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Variables | Time (min) | −1 | 1 | −1 | 1 | −α | α | 0 | 0 | 0 | 0 | 0 | 0 |
| Temperature (°C) | −1 | −1 | 1 | 1 | 0 | 0 | −α | α | 0 | 0 | 0 | 0 | |
| Parameter | pH | TDS | Fixed Residue (g/mL) | Bitter Index | TPC (mg/g) |
|---|---|---|---|---|---|
| Mean | 5.32 | 0.18 | 137.92 | 12,270.06 | 38.32 |
| SD | ±0.28 | ±0.05 | ±37.87 | ±2439.96 | ±37.81 |
| Min. | 4.95 | 0.09 | 78.31 | 8543.76 | 0.66 |
| Max. | 5.89 | 0.27 | 205.81 | 15,762.43 | 105.64 |
| CV | 5.34% | 30.79% | 27.46% | 19.89% | 98.68% |
| Estimates of the Regression Coefficients | ||||
|---|---|---|---|---|
| Effect | Coefficient | SE | t | p-Value |
| Constant | 38.28 | 3.18 | 12.06 | *** |
| Time (t) | 40.04 | 5.50 | 7.28 | *** |
| Temperature (T) | 38.52 | 5.66 | 6.81 | *** |
| t × T | 55.45 | 11.68 | 4.75 | ns |
| Analysis of Variance | |||||
|---|---|---|---|---|---|
| Source | df | Type I SS | Mean Squares | F-Ratio | p-Value |
| Regression | 3 | 14,757.25 | 4919.08 | 40.65 | *** |
| Linear | 2 | 12,028.20 | 6014.10 | 49.70 | *** |
| Interaction | 1 | 2729.04 | 2729.04 | 22.55 | *** |
| Residual error | 8 | 968.00 | 121.00 | ||
| Total error | 11 | 15,725.24 | |||
| (a) | ||||||
|---|---|---|---|---|---|---|
| Response | Aim | Lower Value | Target | Upper Value | Weight | Importance |
| TPC | Maximize | 0.10 | 500.00 | 1.00 | 1.00 | |
| (b) | ||||||
| Factor | Stationary Point | |||||
| Coded | Uncoded | |||||
| Time (t) | 1.00 | 102.42 | ||||
| Temperature (T) | 1.00 | 115.00 | ||||
| (c) | ||||||
| Optimal Response | 95% Confidence Interval | Desirability | ||||
| Upper | Lower | |||||
| TPC | 172.30 | 139.01 | 205.59 | 0.34 | ||
| Rheological Parameters | Flour | p-Value | |
|---|---|---|---|
| W | W + COS | ||
| P (mm H2O) | 59.13 ± 7.40 b | 129.20 ± 16.13 a | * |
| L (mm) | 77.67 ± 5.51 a | 16.4 ± 4.57 b | ** |
| P/L | 0.79 ± 0.13 b | 8.71 ± 1.45 a | * |
| G (mm) | 19.52 ± 0.66 a | 8.85 ± 1.15 b | ** |
| W (10−4 J) | 168.13 ± 20.59 a | 91.47 ± 31.52 b | * |
| Measures | Bread | |||
|---|---|---|---|---|
| W | W + COS | p-Value | ||
| Weight (kg) | 0.46 ± 0.01 a | 0.45 ± 0.00 b | * | |
| Height (cm) | 8.57± 0.38 | 8.47 ± 0.15 | ns | |
| Volume specific (L/kg) | 6.68 ± 0.10 | 6.74 ± 0.01 | ns | |
| Crust hardness (shore A) | 13.00 ± 0.87 b | 36.00 ± 1.00 a | *** | |
| Water Content (g) | Crust | 0.19 ± 0.03 | 0.23 ± 0.01 | * |
| Crumb | 0.40 ± 0.02 | 0.40 ± 0.01 | ns | |
| Color (RGB) | Crust | 1032.67 ± 107.11 | 1130.00 ± 57.40 | ns |
| Crumb | 1278.33 ± 39.27 a | 584.33 ± 25.90 b | * | |
| Measures | Bread | |||
|---|---|---|---|---|
| W | W + COS | p-Value | ||
| Hardness (N) | P1 | 7.76 ± 1.31 | 10.28 ± 3.48 | ns |
| Cohesiveness | 0.62 ± 0.08 | 0.71 ± 0.13 | ns | |
| Springiness (mm) | 0.90 ± 0.04 | 0.93 ± 0.09 | ns | |
| Gumminess (N) | 4.84 ± 1.10 | 6.87 ± 2.05 | ns | |
| Chewiness (N) | 4.38 ±0.91 | 6.71 ± 2.20 | ns | |
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Spadi, A.; Angeloni, G.; Cappelli, A.; Corti, F.; Parenti, A.; Masella, P. Valorization of Chestnut Outer Shell, a Waste Biomass from the Chestnut Supply Chain: Source of Phenols or Additive for Breadmaking. Appl. Sci. 2026, 16, 1133. https://doi.org/10.3390/app16021133
Spadi A, Angeloni G, Cappelli A, Corti F, Parenti A, Masella P. Valorization of Chestnut Outer Shell, a Waste Biomass from the Chestnut Supply Chain: Source of Phenols or Additive for Breadmaking. Applied Sciences. 2026; 16(2):1133. https://doi.org/10.3390/app16021133
Chicago/Turabian StyleSpadi, Agnese, Giulia Angeloni, Alessio Cappelli, Ferdinando Corti, Alessandro Parenti, and Piernicola Masella. 2026. "Valorization of Chestnut Outer Shell, a Waste Biomass from the Chestnut Supply Chain: Source of Phenols or Additive for Breadmaking" Applied Sciences 16, no. 2: 1133. https://doi.org/10.3390/app16021133
APA StyleSpadi, A., Angeloni, G., Cappelli, A., Corti, F., Parenti, A., & Masella, P. (2026). Valorization of Chestnut Outer Shell, a Waste Biomass from the Chestnut Supply Chain: Source of Phenols or Additive for Breadmaking. Applied Sciences, 16(2), 1133. https://doi.org/10.3390/app16021133

