| Literature DB >> 33259487 |
Azhar Hussain1, Maqshoof Ahmad1, Muhammad Nafees2, Zafar Iqbal1, Muhammad Luqman1, Moazzam Jamil1, Ambreen Maqsood3, Freddy Mora-Poblete4, Sunny Ahmar5, Jen-Tsung Chen6, Mohammed Nasser Alyemeni7, Parvaiz Ahmad7,8.
Abstract
Wheat is one of the best-domesticated cereal crops and one of the vital sources of nutrition forEntities:
Year: 2020 PMID: 33259487 PMCID: PMC7707572 DOI: 10.1371/journal.pone.0241130
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Effects of novel bio-inoculants on plant height of wheat in a pot trial.
Data are present as a mean of three replicates. Bars sharing same letter(s) are statistically similar (p≤0.05). T1; Control, T2; ZM27, T3; ZM31, T4; ZM63, T5; S10, T6; ZM27 + ZM31, T7; ZM27 + ZM63, T8; ZM27 + S10, T9; ZM31 + ZM63, T10; ZM31 + S10, T11; ZM63 + S10, T12; ZM27 + ZM31 + ZM63, T13; ZM27 + ZM31 + S10, T14; ZM27 + ZM63 + S10, T15; ZM31 + ZM63 + S10, T16; ZM27 + ZM31 + ZM63 + S10.
Fig 2Effects of novel bio-inoculants on shoot dry biomass of wheat in a pot trial.
Data are present as a mean of three replicates. Bars sharing same letter(s) are statistically similar (p≤0.05). T1; Control, T2; ZM27, T3; ZM31, T4; ZM63, T5; S10, T6; ZM27 + ZM31, T7; ZM27 + ZM63, T8; ZM27 + S10, T9; ZM31 + ZM63, T10; ZM31 + S10, T11; ZM63 + S10, T12; ZM27 + ZM31 + ZM63, T13; ZM27 + ZM31 + S10, T14; ZM27 + ZM63 + S10, T15; ZM31 + ZM63 + S10, T16; ZM27 + ZM31 + ZM63 + S10.
Fig 3Effects of novel bioinoculants on root dry biomass of wheat in a pot trial.
Data are present as a mean of three replicates. Bars sharing same letter(s) are statistically similar (p≤0.05). T1; Control, T2; ZM27, T3; ZM31, T4; ZM63, T5; S10, T6; ZM27 + ZM31, T7; ZM27 + ZM63, T8; ZM27 + S10, T9; ZM31 + ZM63, T10; ZM31 + S10, T11; ZM63 + S10, T12; ZM27 + ZM31 + ZM63, T13; ZM27 + ZM31 + S10, T14; ZM27 + ZM63 + S10, T15; ZM31 + ZM63 + S10, T16; ZM27 + ZM31 + ZM63 + S10.
Effects of novel bio-inoculants on bacterial population in rhizosphere and iron & zinc content in the shoot of wheat in a pot trial.
| Treatments | Bacterial population (cfu × 104) | Fe content (mg kg-1) | Zn content (mg kg-1) | |||
|---|---|---|---|---|---|---|
| Trial I | Trial II | Trial I | Trial II | Trial I | Trial II | |
| Control | 38.7 e | 40.3 f | 10.02 i | 10.21 e | 14.10 f | 13.64 d |
| ZM27 | 39.3 e | 41.7 ef | 10.34 hi | 10.46 de | 14.23 ef | 13.72 d |
| ZM31 | 39.3 e | 42.3 ef | 10.59 f-h | 10.54 c-e | 14.21 f | 13.80 d |
| ZM63 | 40.3 de | 42.3 ef | 10.69 e-h | 10.55 c-e | 14.45 d-f | 13.84 d |
| S10 | 41.0 de | 41.0 ef | 10.53 gh | 10.65 b-e | 14.32 ef | 14.00 cd |
| ZM27+ZM31 | 41.0 de | 42.3 ef | 10.55 gh | 10.71 b-d | 14.68 de | 14.15 b-d |
| ZM27+ZM63 | 41.7 de | 44.0 d-f | 10.55 gh | 10.68 b-d | 14.31 ef | 14.09 b-d |
| ZM27+S10 | 45.0 b-d | 49.7 ab | 11.51 a | 11.05 ab | 15.53 ab | 14.71 a |
| ZM31+ZM63 | 42.7 c-e | 45.0 c-e | 10.79 d-h | 10.75 a-d | 15.43 ab | 14.39 a-c |
| ZM31+S10 | 43.7 c-e | 45.0 c-e | 10.72 e-h | 10.80 a-d | 14.85 cd | 14.53 ab |
| ZM63+S10 | 43.3 c-e | 47.0 b-d | 11.02 b-f | 10.67 b-e | 14.86 cd | 14.50 a-c |
| ZM27+ZM31+ZM63 | 45.0 b-d | 49.3 a-c | 10.94 c-g | 10.72 b-d | 15.43 ab | 14.52 ab |
| ZM27+ZM31+S10 | 44.0 c-e | 50.7ab | 11.09 a-e | 10.74 b-d | 15.24 bc | 14.59 ab |
| ZM27+ZM63+S10 | 48.0 a-c | 53.7 a | 11.42 ab | 11.22 a | 15.79 a | 14.86 a |
| ZM31+ZM63+S10 | 50.7 a | 49.7 ab | 11.23 a-d | 10.96 a-c | 15.46 ab | 14.68 a |
| ZM27+ZM31+ZM63+S10 | 49.7 ab | 48.7 bc | 11.29 a-c | 10.80 a-d | 15.50 ab | 14.76 a |
| LSD (p≤0.05) | 5.3463 | 4.3937 | 0.4697 | 0.4698 | 0.4651 | 0.5198 |
Data are present as mean of three replicates. Means followed by same letter(s) within a column are statistically similar (p≤0.05). cfu; colony forming unit.
Effects of novel bio-inoculants on plant height and shoot dry biomass of wheat in a field trial.
| Treatments | Plant height (cm) | Shoot dry biomass (g plant-1) | ||||||
|---|---|---|---|---|---|---|---|---|
| Trial I | Trial II | Trial III | Trial IV | Trial I | Trial II | Trial III | Trial IV | |
| Control | 70.0 g | 69.0 g | 72.0 e | 71.3 e | 4.47 d | 5.53 c | 5.62 d | 5.08 e |
| ZM27 | 73.7 fg | 72.0 e-g | 75.0 de | 77.0 d | 4.90 b-d | 5.72 bc | 6.00 b-d | 5.19 de |
| ZM31 | 75.0 ef | 71.7 fg | 74.3 de | 76.0 de | 4.85 b-d | 5.85 a-c | 5.82 cd | 5.57 b-e |
| ZM63 | 76.0 d-f | 73.3 d-g | 76.7 cd | 77.7 cd | 4.68 cd | 5.80 bc | 5.97 b-d | 5.50 b-e |
| S10 | 78.7 c-e | 75.3 c-f | 77.7 cd | 76.7 de | 5.08 a-d | 5.84 a-c | 6.05 a-d | 5.76 a-e |
| ZM27+ZM31 | 77.0 d-f | 75.3 c-f | 78.0 cd | 79.3 b-d | 5.03 a-d | 5.69 bc | 6.09 a-d | 5.65 b-e |
| ZM27+ZM63 | 77.3 d-f | 75.0 c-f | 80.7 bc | 79.7 b-d | 5.20 a-d | 6.00 a-c | 6.31 a-d | 5.37 c-e |
| ZM27+S10 | 83.0 ab | 80.3 ab | 83.7 ab | 83.3 ab | 5.22 a-d | 6.18 a-c | 6.58 a-d | 6.02 a-c |
| ZM31+ZM63 | 78.7 c-e | 77.7 a-d | 80.0 bc | 80.3 a-d | 5.08 a-d | 5.92 a-c | 6.32 a-d | 5.83 a-e |
| ZM31+S10 | 76.3 d-f | 76.3 b-e | 80.3 bc | 81.0 a-d | 5.15 a-d | 6.15 a-c | 6.49 a-d | 5.97 a-c |
| ZM63+S10 | 77.7 de | 75.7 c-f | 81.0 bc | 81.3 a-d | 5.35 a-c | 5.98 a-c | 6.33 a-d | 5.81 a-e |
| ZM27+ZM31+ZM63 | 79.3 b-d | 78.0 a-c | 83.7 ab | 83.7 ab | 5.35 a-c | 6.39 a-c | 6.47 a-d | 5.91 a-d |
| ZM27+ZM31+S10 | 78.0 de | 76.0 b-f | 81.0 bc | 81.3 a-d | 5.52 ab | 6.51 a-c | 6.75 a-c | 6.14 ab |
| ZM27+ZM63+S10 | 86.3 a | 81.0 a | 88.0 a | 85.3 a | 5.77 a | 6.92 a | 7.03 a | 6.48 a |
| ZM31+ZM63+S10 | 82.3 bc | 77.3 a-d | 83.7 ab | 81.3 a-d | 5.41 a-c | 6.69 ab | 6.81 a-c | 6.27 ab |
| ZM27+ZM31+ZM63+S10 | 79.7 b-d | 77.0 a-d | 81.0 bc | 82.7 a-c | 5.58 ab | 6.42 a-c | 6.90 ab | 6.42 a |
| LSD (p≤0.05) | 3.8045 | 4.3789 | 4.5671 | 5.4803 | 0.7839 | 1.0860 | 1.0016 | 0.7688 |
Data are present as mean of three replicates. Means followed by same letter(s) within a column are statistically similar (p≤0.05).
Effects of novel bio-inoculants on bacterial population in rhizosphere and 1000-grain weight of wheat in a field trial.
| Treatments | Bacterial population (cfu × 104) | 1000-grain weight (g) | ||||||
|---|---|---|---|---|---|---|---|---|
| Trial I | Trial II | Trial III | Trial IV | Trial I | Trial II | Trial III | Trial IV | |
| Control | 25.5 e | 24.0 c | 23.3 c | 23.3 c | 39.8 i | 39.5 g | 40.1 h | 39.0 f |
| ZM27 | 26.5 de | 26.3 bc | 25.3 bc | 25.0 bc | 40.0 hi | 40.1 fg | 40.2 h | 40.0 ef |
| ZM31 | 27.2 b-e | 26.3 bc | 24.7 bc | 26.0 a-c | 40.7 g-i | 40.1 fg | 40.7 gh | 39.6 ef |
| ZM63 | 26.8 c-e | 26.7 bc | 25.3 bc | 25.7 a-c | 40.9 f-h | 40.5 e-g | 40.7 f-h | 40.5 de |
| S10 | 28.0 b-e | 27.0 a-c | 25.7 bc | 26.3 a-c | 41.2 e-g | 40.3 e-g | 40.8 f-h | 41.2 cd |
| ZM27+ZM31 | 27.8 b-e | 27.3 a-c | 26.3 a-c | 25.7 a-c | 42.1 b-e | 40.8 b-f | 42.0 de | 41.1 cd |
| ZM27+ZM63 | 28.8 a-e | 27.0 a-c | 26.7 a-c | 25.7 a-c | 41.5 d-g | 41.5 c-e | 41.6 e-g | 40.4 de |
| ZM27+S10 | 30.3 ab | 29.3 ab | 27.7 ab | 28.3 ab | 42.4 b-d | 42.0 b-d | 42.2 c-e | 42.1 a-c |
| ZM31+ZM63 | 29.2 a-d | 27.3 a-c | 26.3 a-c | 26.7 a-c | 42.3 b-d | 41.9 b-d | 41.3 e-g | 42.0 a-c |
| ZM31+S10 | 28.7 a-e | 27.3 a-c | 26.7 a-c | 26.3 a-c | 42.3 b-d | 41.8 b-d | 41.8 d-f | 41.7 bc |
| ZM63+S10 | 30.5 ab | 28.0 a-c | 27.0 a-c | 27.0 a-c | 41.8 c-f | 42.0 b-d | 42.3 c-e | 41.8 a-c |
| ZM27+ZM31+ZM63 | 30.0 a-c | 27.7 a-c | 27.3 ab | 27.3 ab | 42.7 a-c | 42.6 bc | 43.1 a-c | 42.0 a-c |
| ZM27+ZM31+S10 | 29.7 a-d | 28.3 ab | 27.3 ab | 26.3 a-c | 42.5 b-d | 42.0 b-d | 42.8 b-d | 42.2 a-c |
| ZM27+ZM63+S10 | 31.7 a | 31.0 a | 29.7 a | 29.3 a | 43.6 a | 44.0 a | 44.0 a | 42.9 a |
| ZM31+ZM63+S10 | 30.3 ab | 29.0 ab | 28.0 ab | 28.0 ab | 42.7 a-c | 43.0 ab | 43.5 ab | 42.5 ab |
| ZM27+ZM31+ZM63+S10 | 28.7 a-e | 29.3 ab | 27.7 ab | 27.3 ab | 43.0 ab | 43.1 ab | 43.1 a-c | 41.9 a-c |
| LSD ( | 3.3564 | 4.0963 | 3.9072 | 3.9426 | 1.0371 | 1.2415 | 1.0713 | 1.1227 |
Data are present as mean of three replicates. Means followed by same letter(s) within a column are statistically similar (p≤0.05). cfu; colony forming unit.
Effects of novel bio-inoculants on grain and straw yield of wheat in a field trial.
| Treatments | Grain yield (tons ha-1) | Straw yield (tons ha-1) | ||||||
|---|---|---|---|---|---|---|---|---|
| Trial I | Trial II | Trial III | Trial IV | Trial I | Trial II | Trial III | Trial IV | |
| Control | 4.68 i | 4.70 j | 4.82 h | 4.77 h | 5.09 h | 5.39 i | 5.44 f | 5.36 i |
| ZM27 | 4.84 gh | 4.80 ij | 4.98 g | 5.02 g | 5.18 gh | 5.62 h | 5.46 f | 5.58 gh |
| ZM31 | 4.75 hi | 4.81 h-j | 5.04 fg | 5.00 g | 5.26 fg | 5.63 h | 5.58 d-f | 5.52 h |
| ZM63 | 4.80 g-i | 4.82 hi | 5.01 g | 5.03 fg | 5.17 gh | 5.64 h | 5.53 ef | 5.62 f-g |
| S10 | 4.89 fg | 4.92 gh | 5.10 e-g | 5.19 de | 5.27 fg | 5.74 gh | 5.68 c-e | 5.71 f |
| ZM27+ZM31 | 4.91 fg | 4.97 fg | 5.15 ef | 5.14 e | 5.32 f | 5.79 fg | 5.63 de | 5.73 f |
| ZM27+ZM63 | 4.84 gh | 4.90 g-i | 5.08 fg | 5.13 ef | 5.35 ef | 5.72 gh | 5.70 cd | 5.65 fg |
| ZM27+S10 | 5.16 bc | 5.22 bc | 5.40 bc | 5.47 b | 5.57 bc | 6.04 b-d | 5.95 b | 6.06 bc |
| ZM31+ZM63 | 5.03 de | 5.09 de | 5.27 d | 5.26 cd | 5.44 de | 5.91 d-f | 5.82 bc | 5.91 de |
| ZM31+S10 | 4.97 ef | 5.03 ef | 5.22 de | 5.30 c | 5.45 de | 5.85 e-g | 5.83 bc | 5.89 e |
| ZM63+S10 | 5.21 b | 5.17 b-d | 5.45 b | 5.42 b | 5.52 b-d | 5.99 b-e | 5.84 bc | 6.01 b-d |
| ZM27+ZM31+ZM63 | 5.05 c-e | 5.11 c-e | 5.30 cd | 5.26 cd | 5.46 cd | 5.93 c-e | 5.88 b | 5.91 de |
| ZM27+ZM31+S10 | 5.20 b | 5.26 b | 5.45 b | 5.49 b | 5.61 b | 6.08 b | 5.93 b | 6.11 b |
| ZM27+ZM63+S10 | 5.35 a | 5.41 a | 5.60 a | 5.60 a | 5.76 a | 6.23 a | 6.11 a | 6.23 a |
| ZM31+ZM63+S10 | 5.12 b-d | 5.23 b | 5.41 bc | 5.42 b | 5.58 bc | 6.05 b-d | 5.96 ab | 5.99 b-e |
| ZM27+ZM31+ZM63+S10 | 5.18 b | 5.24 b | 5.49 ab | 5.46 b | 5.59 b | 6.06 bc | 5.94 b | 6.05 bc |
| LSD ( | 0.1193 | 0.1129 | 0.1232 | 0.1010 | 0.1154 | 0.1368 | 0.1576 | 0.1150 |
Data are present as mean of three replicates. Means followed by same letter(s) within a column are statistically similar (p≤0.05).
Effects of novel bio-inoculants on iron and zinc content in grains of wheat in a field trial.
| Treatments | Fe content in grain (mg kg-1) | Zn content in grain (mg kg-1) | ||||||
|---|---|---|---|---|---|---|---|---|
| Trial I | Trial II | Trial III | Trial IV | Trial I | Trial II | Trial III | Trial IV | |
| Control | 11.2 f | 10.4 j | 8.27 g | 8.88 j | 6.99 j | 7.50 j | 8.89 k | 8.77 k |
| ZM27 | 11.5 d-f | 10.5 ij | 8.73 d-f | 8.96 ij | 7.06 j | 7.60 i | 9.12 j | 8.82 k |
| ZM31 | 11.8 b-f | 10.5 i | 8.55 e-g | 9.16 fg | 7.23 i | 7.66 i | 9.26 i | 8.91 j |
| ZM63 | 11.3 ef | 10.4 ij | 8.61 ef | 9.08 gh | 7.31 h | 7.79 h | 9.29 i | 9.11 h |
| S10 | 11.6 c-f | 10.5 hi | 8.67 ef | 9.03 hi | 7.51 f | 7.75 h | 9.52 gh | 9.02 i |
| ZM27+ZM31 | 11.8 b-f | 10.7 gh | 8.46 fg | 9.14 g | 7.46 f | 7.87 g | 9.59 fg | 9.23 g |
| ZM27+ZM63 | 11.6 c-f | 10.7 fg | 8.97 b-d | 9.25 ef | 7.39 g | 8.04 f | 9.45 h | 9.33 f |
| ZM27+S10 | 12.1 a-d | 10.9 de | 9.06 bc | 9.57 c | 7.83 c | 8.28 d | 9.79 c-e | 9.52 c |
| ZM31+ZM63 | 12.0 a-e | 10.8 ef | 8.98 b-d | 9.35 de | 7.64 e | 8.18 e | 9.74 e | 9.40 e |
| ZM31+S10 | 11.7 b-f | 10.6 hi | 8.78 c-e | 9.44 d | 7.62 e | 8.15 e | 9.66 f | 9.43 de |
| ZM63+S10 | 12.1 a-d | 11.1 c | 9.06 bc | 9.58 c | 7.73 d | 8.20 e | 9.75 de | 9.60 b |
| ZM27+ZM31+ZM63 | 12.3 a-c | 11.1 bc | 8.98 b-d | 9.88 a | 7.75 d | 8.36 c | 9.94 b | 9.53 c |
| ZM27+ZM31+S10 | 12.2 a-d | 11.0 cd | 9.19 ab | 9.63 c | 7.88 bc | 8.38 c | 9.86 c | 9.47 cd |
| ZM27+ZM63+S10 | 12.7 a | 11.3 a | 9.36 a | 9.98 a | 8.06 a | 8.56 a | 10.05 a | 9.72 a |
| ZM31+ZM63+S10 | 12.5 ab | 11.2 ab | 9.14 ab | 9.77 b | 7.93 b | 8.47 b | 9.96 b | 9.63 b |
| ZM27+ZM31+ZM63+S10 | 12.0 a-e | 11.0 cd | 8.99 b-d | 9.61 c | 7.82 c | 8.36 c | 9.82 cd | 9.49 cd |
| LSD ( | 0.8038 | 0.1152 | 0.2912 | 0.1007 | 0.0703 | 0.0721 | 0.0731 | 0.0621 |
Data are present as mean of three replicates. Means followed by same letter(s) within a column are statistically similar (p≤0.05).
Physico-chemical characteristics of the soil prior to sowing.
| Parameter | Unit | Pot trials | Field trial I | Field trial II | Field trial III | Field trial IV |
|---|---|---|---|---|---|---|
| dS m-1 | 1.9 | 2.1 | 1.9 | 1.9 | 1.6 | |
| --- | 7.8 | 8.1 | 7.9 | 7.8 | 7.7 | |
| % | 0.43 | 0.41 | 0.39 | 0.44 | 0.48 | |
| % | 0.058 | 0.048 | 0.043 | 0.051 | 0.056 | |
| mg kg-1 | 4.0 | 3.7 | 4.2 | 4.1 | 5.0 | |
| mg kg-1 | 81 | 63 | 71 | 73 | 65 | |
| % | 35 | 35 | 36 | 36 | 34 | |
| --- | Sandy loam | Sandy loam | Sandy loam | Sandy loam | Sandy loam |