Quinoa Whole Plant: A Promising Nutrient-Rich Alternative Forage in the U.S. Midwest
Abstract
1. Introduction
2. Materials and Methods
2.1. Plant Materials
2.2. Field Location, Experimental Design, Planting, and Field Management
2.3. Data Collection—Agronomical Traits, Sample Collection, and Climate Data
2.4. Nutritional and Forage Quality Analysis
2.5. Statistical Analysis
3. Results
3.1. Weather and Agronomic Traits
3.2. Proximate Components
3.3. Forage Quality Traits
3.4. Amino Acids
3.5. Minerals
3.6. Trait Correlation and Principal Component Analysis (PCA)
4. Discussion
4.1. Weather and Agronomic Traits
4.2. Proximate Components
4.3. Forage Quality Traits
4.4. Amino Acids
4.5. Minerals
4.6. Trait Correlation
4.7. Principal Component Analysis (PCA)
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| FW | fresh weight |
| DW/DM | dry weight/dry matter |
| CP | crude protein |
| CF | crude fiber |
| EE | ether extract |
| AA | amino acid |
| NDF | neutral detergent fiber |
| ADF | acid detergent fiber |
| DDM | digestible dry matter |
| DMI | dry matter intake |
| RFV | relative food value |
| TDN | total digestible nutrient |
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| Month | 2023 Temperature (°C) | Temperature °C 2024 | Rainfall (cm) | RH (%) | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Maximum | Minimum | Mean | Maximum | Minimum | Mean | 2023 | 2024 | 2023 | 2024 | |
| June | 36.20 | 7.70 | 23.06 | 36.50 | 11.10 | 24.55 | 2.72 | 10.54 | 91.53 | 90.32 |
| July | 39.80 | 13.00 | 26.01 | 35.00 | 14.00 | 24.27 | 6.65 | 18.59 | 86.48 | 93.19 |
| Aug (first 7 days) | 31.20 | 20.70 | 24.87 | 35.60 | 18.70 | 26.77 | 17.45 Σ 26.82 | 0.00 Σ 29.13 | 90.83 89.61 | 93.57 92.36 |
| Variables 1 | Quinoa Lines | Year | SEM | |||||
|---|---|---|---|---|---|---|---|---|
| PI614885 | PI614887 | PI614927 | PI698769 | Mean | 2023 | 2024 | ||
| Height (cm) | 150.58 a | 153.67 a | 153.96 a | 128.01 b | 146.55 | 152.18 a | 139.06 b | 2.08 |
| FW/plant (g) | 71.22 a | 59.53 ab | 70.22 a | 50.87 b | 62.96 | 65.92 | 59.02 | 2.87 |
| DW/plant (g) | 14.58 | 11.94 | 14.94 | 11.53 | 13.25 | 11.27 b | 15.88 a | 0.64 |
| FW to DW ratio | 21.36 ab | 20.33 b | 21.36 ab | 22.93 a | 21.49 | 17.25 b | 27.16 a | 0.32 |
| Variables 1 (% DM) | Quinoa Lines | Year | SEM | Published Results (Range) | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| PI614885 | PI614887 | PI614927 | PI698769 | Mean | 2023 | 2024 | Quinoa 2 | Alfalfa 3 | ||
| CP | 15.80 | 17.02 | 16.61 | 15.48 | 16.23 | 18.92 a | 12.64 b | 0.36 | 15.4–26.0 | 15.3–24.7 |
| CF | 22.09 ab | 23.40 a | 20.60 b | 22.25 ab | 22.08 | 21.05 b | 23.50 a | 0.43 | 11.6–18.4 | 25.3–35.7 |
| Ash | 16.19 | 16.79 | 17.22 | 16.33 | 16.33 | 17.43 a | 15.58 b | 0.23 | 9.07–14.9 | 8.6 |
| EE | 3.38 | 2.90 | 3.43 | 3.47 | 3.29 | 3.08 b | 3.56 a | 0.10 | 2.2–3.4 | 1.4–2.1 |
| Carb | 58.39 | 57.19 | 56.47 | 57.68 | 57.43 | 53.09 b | 63.22 a | 0.52 | 54.6–62.2 | 67.9–74.4 |
| NDF | 33.68 ab | 35.76 a | 32.25 b | 34.70 ab | 34.10 | 31.95 b | 36.96 a | 0.56 | 32.7–46.4 | 36.7–43.8 |
| ADF | 25.11 ab | 26.26 a | 23.44 b | 25.25 ab | 25.01 | 25.14 | 24.86 | 0.45 | 21.4–29.1 | 22.5–33.0 |
| DDM | 69.34 ab | 68.44 b | 70.65 a | 69.23 ab | 69.42 | 69.32 | 69.55 | 0.35 | 66.3–72.2 | 63.2–71.4 |
| DMI | 3.60 | 3.42 | 3.74 | 3.49 | 3.56 | 3.77 a | 3.28 b | 0.06 | 2.6–3.7 | 2.7–3.3 |
| RFV | 193.99 | 181.77 | 205.04 | 187.58 | 192.10 | 202.92 a | 177.65 b | 4.00 | 138.2–207.8 | 134.3–182.7 |
| TDN | 70.27 ab | 69.46 b | 71.43 a | 70.17 ab | 70.33 | 70.24 | 70.45 | 0.31 | 60.6–67.2 | 57.6–65.5 |
| Ca | 1.26 | 1.31 | 1.22 | 1.23 | 1.26 | 1.35 a | 1.13 b | 0.04 | 1.0–1.1 | 1.3–1.6 |
| P | 0.47 | 0.48 | 0.47 | 0.47 | 0.47 | 0.45 | 0.50 | 0.01 | 0.3 | 0.3–0.4 |
| Fe (mg/kg) | 69.26 | 69.60 | 99.60 | 94.70 | 75.80 | 79.15 | 71.34 | 0.47 | 100.0 | 104.0 |
| Variables 1 (% DM) | Quinoa Lines | Year | SEM | Published Results (Range) | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| PI614885 | PI614887 | PI614927 | PI698769 | Mean | 2023 | 2024 | Quinoa 2 | Alfalfa 3 | ||
| Histidine | 0.31 | 0.34 | 0.34 | 0.34 | 0.33 | 0.41 a | 0.24 b | 0.005 | 0.23 | 0.31 |
| Isoleucine | 0.68 | 0.75 | 0.74 | 0.74 | 0.73 | 0.92 a | 0.48 b | 0.013 | 0.55 | 0.88 |
| Leucine | 1.06 | 1.17 | 1.17 | 1.16 | 1.14 | 1.43 a | 0.74 b | 0.001 | 1.01 | 1.13 |
| Lysine | 0.92 | 0.99 | 0.99 | 1.00 | 0.98 | 1.18 a | 0.70 b | 0.016 | 0.51 | 0.54 |
| Methionine | 0.24 | 0.26 | 0.26 | 0.26 | 0.25 | 0.32 a | 0.17 b | 0.005 | 0.22 | 0.07 |
| Phenylalanine | 0.73 | 0.80 | 0.81 | 0.79 | 0.78 | 0.97 a | 0.53 b | 0.015 | 0.65 | 0.88 |
| Threonine | 0.57 | 0.63 | 0.6 | 0.62 | 0.61 | 0.74 a | 0.43 b | 0.011 | 0.63 | 0.71 |
| Tryptophan | 0.19 b | 0.22 ab | 0.23 a | 0.22 ab | 0.21 | 0.28 a | 0.12 b | 0.006 | 0.06 | - |
| Valine | 0.77 | 0.85 | 0.74 | 0.84 | 0.83 | 1.03 a | 0.56 b | 0.015 | 0.64 | 1.03 |
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Pathan, S.; Ndunguru, G.; Patra, A.K.; Ayele, A.; Johora, F.T.; Arifuzzaman, M. Quinoa Whole Plant: A Promising Nutrient-Rich Alternative Forage in the U.S. Midwest. Agronomy 2025, 15, 2618. https://doi.org/10.3390/agronomy15112618
Pathan S, Ndunguru G, Patra AK, Ayele A, Johora FT, Arifuzzaman M. Quinoa Whole Plant: A Promising Nutrient-Rich Alternative Forage in the U.S. Midwest. Agronomy. 2025; 15(11):2618. https://doi.org/10.3390/agronomy15112618
Chicago/Turabian StylePathan, Safiullah, Grato Ndunguru, Amlan K. Patra, Addissu Ayele, Fatema Tuj Johora, and Muhammad Arifuzzaman. 2025. "Quinoa Whole Plant: A Promising Nutrient-Rich Alternative Forage in the U.S. Midwest" Agronomy 15, no. 11: 2618. https://doi.org/10.3390/agronomy15112618
APA StylePathan, S., Ndunguru, G., Patra, A. K., Ayele, A., Johora, F. T., & Arifuzzaman, M. (2025). Quinoa Whole Plant: A Promising Nutrient-Rich Alternative Forage in the U.S. Midwest. Agronomy, 15(11), 2618. https://doi.org/10.3390/agronomy15112618

