Submitted:
08 August 2024
Posted:
09 August 2024
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Abstract
Keywords:
1. Introduction
Materials and Methods
2.1. Plant Materials, Temperature and Relative Humidity
2.2. Experimental Design and Water Treatment
2.3. Crop Management
2.4. Measurements and Data Collection
2.5. Assessment of Phenotypic Variation to A. Flavus Colonization
2.6. Seed Coat Total Polyphenol Extraction and Quantification
2.7. Genotypes Aflatoxin Content Quantification
2.8. Analysis
Results
3.1. Yields and Yield Components
| Sources | PNP | IMPN | SNP | HY (gm-2) | PY (gm-2) | SY (gm-2) | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| of variance | WW | WS | WW | WS | WW | WS | WW | WS | WW | WS | WW | WS |
| F value | 31.62 | 31.75 | 12 | 3.25 | 14.23 | 12 | 8.25 | 4.24 | 14 | 12 | 7.24 | 9.16 |
| F (prob) | <.001 | <.001 | <.001 | <.001 | <.001 | <.001 | <.001 | <.001 | <.001 | <.001 | <.001 | <.001 |
| WTrt | <.001 | <.001 | <.001 | <.001 | <.001 | <.001 | <.001 | <.001 | <.001 | <.001 | <.001 | <.001 |
| G×(Wtrt) | <.001 | <.001 | <.001 | 0.015 | 0.027 | 0.020 | ||||||
| Traits | Water Traitements | WS negative effect (%) | |
|---|---|---|---|
| WW | WS | ||
| Pods number per plant | 102±31 | 80±25 | 21.92 |
| Immature pods per plant (increasing) | 9±5 | 21±10 | 57.14 |
| Seeds number per plant | 123±31 | 89±27 | 27.36 |
| Pod Yield (gm-2) | 678.54±203.51 | 546.15±163.5 | 19.43 |
| Seed Yield (gm-2) | 316.67±90.26 | 230.37±69.3 | 27.24 |
| Haulm Yield (gm-2) | 828.53±85.30 | 645.57±150.13 | 22.07 |
| Well-Watered | Water Stressed | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Genotypes | PNP | SNP | IMPN | PY (gm-2) | SY (gm-2) | HY (gm-2) | PNP | SNP | IMPN | PY (gm-2) | SY (gm-2) | HY (gm-2) |
| 55-437 | 103±2 | 124±17 | 8±2 | 594.7±96 | 290.6±49 | 736.4±292 | 95±11 | 109±14 | 15±1 | 517±51 | 248.2±46 | 612.8±220 |
| Fleur 11 | 99±12 | 136±13 | 9±1 | 613.5±81 | 338.6±79 | 870.1±75 | 89±5 | 119±16 | 17±2 | 572±138 | 316.2±33 | 658±160 |
| ICG 10950 | 98±5 | 112±19 | 4±1 | 701.6±61 | 376.8±70 | 1022.4±154 | 79±8 | 70±14 | 16±2 | 638.8±30 | 284.3±10 | 740.3±97 |
| ICG 11322 | 76±22 | 72±12 | 4±1 | 567.8±33 | 272.8±39 | 691.6±118 | 62±14 | 65±9 | 26±2 | 529±49 | 242.3±31 | 583.9±127 |
| ICG 1142 | 112±6 | 112±8 | 12±2 | 1664.9±255 | 369.4±78 | 798.6±69 | 84±10 | 78±4 | 23±2 | 1247.9±283 | 328±82 | 666.6±151 |
| ICG 12235 | 207±16 | 116±18 | 34±3 | 766.6±154 | 188.5±32 | 930.1±82 | 141±6 | 56±13 | 76±3 | 677±128 | 183.4±17 | 756.6±148 |
| ICG 12697 | 112±7 | 137±5 | 9±2 | 560.6±76 | 395.4±70 | 637.2±245 | 75±6 | 100±9 | 17±3 | 363.4±50 | 245.3±19 | 513.6±85 |
| ICG 12879 | 101±2 | 129±11 | 8±2 | 472.2±68 | 306.9±27 | 584.7±184 | 86±6 | 64±20 | 16±2 | 351.7±33 | 211.7±48 | 536.9±58 |
| ICG 12988 | 101±17 | 131±21 | 10±2 | 649.7±148 | 280.9±92 | 562.2±80 | 76±13 | 102±11 | 17±2 | 388±38 | 206.5±35 | 533.6±86 |
| ICG 12991 | 115±8 | 153±21 | 4±1 | 525.3±42 | 243.8±36 | 657.5±203 | 79±10 | 86±4 | 17±3 | 443.9±33 | 199.5±25 | 629.5±169 |
| ICG 13099 | 111±3 | 133±9 | 8±1 | 889.1±235 | 370.8±120 | 925.1±86 | 88±10 | 85±20 | 21±2 | 653.8±98 | 286.3±51 | 741.1±133 |
| ICG 13603 | 177±12 | 205±26 | 10±1 | 780.9±83 | 356.2±111 | 775.4±58 | 134±9 | 163±20 | 25±1 | 662.5±131 | 256.6±17 | 589.9±102 |
| ICG 13858 | 76±8 | 112±14 | 8±3 | 475.7±80 | 196.0±57 | 910.5±48 | 48±4 | 67±14 | 21±4 | 397.5±20 | 134.8±32 | 552.6±159 |
| ICG 14106 | 92±8 | 142±17 | 8±2 | 833.5±47 | 321.4±35 | 724±162 | 53±8 | 74±13 | 19±2 | 776.9±145 | 252.1±50 | 513.4±50 |
| ICG 1415 | 100±5 | 98±11 | 13±2 | 655.3±78 | 282.7±28 | 767.3±76 | 86±10 | 71±12 | 22±5 | 624.3±67 | 209.6±34 | 589.7±135 |
| ICG 14523 | 159±13 | 174±12 | 10±2 | 906.0±154 | 378.6±31 | 954.3±58 | 121±12 | 111±3 | 21±3 | 746.5±27 | 298.8±25 | 780.2±125 |
| ICG 14630 | 53±7 | 84±10 | 9±2 | 725.4±107 | 206.9±61 | 893.5±224 | 50±4 | 67±8 | 15±3 | 654.8±68 | 150.6±12 | 636.2±262 |
| ICG 1519 | 86±5 | 79±15 | 8±2 | 590.5±96 | 214±55 | 761.5±185 | 63±11 | 70±16 | 20±3 | 485.6±16 | 180.9±36 | 695.4±208 |
| ICG 156 | 102±14 | 125±11 | 9±1 | 682±84 | 237.9±24 | 1602±468 | 84±2 | 83±9 | 21±3 | 432.6±58 | 193.2±38 | 1074.3±406 |
| ICG 163 | 104±7 | 113±10 | 10±3 | 733.9±204 | 433±83 | 1056.4±194 | 91±2 | 83±9 | 22±3 | 561.6±73 | 338±93 | 769.4±233 |
| ICG 2019 | 69±7 | 105±16 | 11±3 | 510.7±145 | 289.6±82 | 615.1±108 | 37±25 | 49±24 | 20±4 | 384.1±85 | 197.1±73 | 474.3±274 |
| ICG 2106 | 108±4 | 136±11 | 10±3 | 612.9±132 | 329.7±20 | 853.5±83 | 75±10 | 88±18 | 18±3 | 463.9±40 | 239.7±31 | 586.8±318 |
| ICG 3027 | 98±11 | 130±9 | 11±3 | 752.9±50 | 381.7±41 | 892.4±104 | 62±2 | 82±19 | 15±2 | 613.9±81 | 304.3±49 | 718.2±151 |
| ICG 311 | 106±9 | 135±10 | 7±2 | 638.5±106 | 393.6±71 | 676.2±124 | 86±8 | 101±11 | 14±1 | 562.8±102 | 269±20 | 543.1±54 |
| ICG 332 | 63±1 | 83±8 | 5±2 | 658.8±26 | 283.4±34 | 985±60 | 39±5 | 47±11 | 18±2 | 457.5±44 | 162.1±37 | 726.5±144 |
| ICG 334 | 105±9 | 159±20 | 8±1 | 884.7±22 | 444.3±29 | 813.5±172 | 98±7 | 143±15 | 24±2 | 692.3±89 | 286.5±32 | 553.5±138 |
| ICG 36 | 100±13 | 112±15 | 7±2 | 778.8±64 | 222.2±35 | 737.3±111 | 53±7 | 67±11 | 27±3 | 528.2±83 | 148.6±13 | 463.2±110 |
| ICG 3992 | 73±11 | 77±20 | 10±2 | 654.1±130 | 317.7±86 | 958.8±107 | 47±4 | 55±9 | 23±2 | 590.9±73 | 224.1±8 | 831.2±86 |
| ICG 4543 | 89±11 | 126±14 | 4±5 | 485.4±56 | 227.7±19 | 785.4±122 | 73±6 | 87±18 | 18±1 | 385.3±67 | 183.4±52 | 578±141 |
| ICG 4598 | 98±10 | 101±16 | 7±1 | 701.8±143 | 356.4±86 | 1050.8±62 | 76±7 | 89±18 | 19±1 | 497.8±41 | 197±9 | 803±66 |
| ICG 4684 | 87±8 | 121±25 | 10±1 | 633.8±95 | 347.9±41 | 765.3±97 | 71±5 | 98±18 | 19±2 | 445.7±53 | 246.8±49 | 652.1±87 |
| ICG 4729 | 80±2 | 94±6 | 10±2 | 393.3±64 | 229±17 | 711.7±115 | 66±7 | 80±13 | 23±1 | 329.7±47 | 155.4±28 | 530.2±91 |
| ICG 4750 | 89±4 | 116±5 | 9±1 | 580.1±27 | 338±28 | 764.5±86 | 75±9 | 85±10 | 27±4 | 439.8±46 | 186.7±32 | 635±109 |
| ICG 4764 | 84±7 | 125±7 | 8±2 | 727.3±157 | 369.3±68 | 839.8±200 | 79±3 | 108±7 | 25±3 | 549.6±104 | 231.5±24 | 643.7±165 |
| ICG 513 | 100±14 | 138±24 | 12±4 | 861.2±101 | 471.9±98 | 815.3±98 | 85±6 | 110±22 | 29±2 | 688.8±65 | 306±12 | 696.7±150 |
| ICG 5195 | 134±11 | 174±12 | 11±2 | 547.1±21 | 302.3±29 | 850.6±27 | 98±8 | 100±6 | 25±2 | 536±51 | 264.4±82 | 708.2±185 |
| ICG 532 | 90±3 | 114±7 | 10±1 | 729.9±123 | 298.2±55 | 824.7±145 | 71±8 | 104±2 | 18±2 | 532.4±96 | 213.1±60 | 677.5±110 |
| ICG 5609 | 60±6 | 98±21 | 6±2 | 524.9±81 | 278.9±14 | 750.7±171 | 49±10 | 58±9 | 15±3 | 411.5±34 | 146.8±17 | 556.8±147 |
| ICG 5663 | 144±9 | 135±6 | 17±2 | 667.1±78 | 313.9±64 | 735.7±2116 | 91±13 | 85±8 | 26±3 | 541.8±59 | 212.8±51 | 569.4±64 |
| ICG 6263 | 76±11 | 89±14 | 8±2 | 550.2±41 | 152.1±43 | 646.5±131 | 53±7 | 64±15 | 21±3 | 486.8±44 | 86.1±11 | 402±117 |
| ICG 6407 | 62±4 | 79±7 | 7±3 | 522.4±52 | 290.7±17 | 833.9±96 | 52±3 | 67±20 | 19±2 | 500.9±45 | 236.1±34 | 741±110 |
| ICG 6654 | 89±13 | 138±8 | 9±2 | 687.6±94 | 342.7±71 | 697.3±121 | 70±6 | 99±6 | 18±2 | 630.1±77 | 265.3±33 | 596±125 |
| ICG 6703 | 92±7 | 116±16 | 7±2 | 546.3±50 | 306±44 | 932.7±104 | 79±5 | 100±16 | 12±2 | 377.6±40 | 213±23 | 517.2±111 |
| ICG 6813 | 138±9 | 172±14 | 11±2 | 732.6±68 | 377.9±18 | 744.1±429 | 125±14 | 116±3 | 25±2 | 634.7±56 | 343.3±9 | 751.8±98 |
| ICG 6888 | 66±9 | 80±2 | 6±2 | 540.8±64 | 259.9±81 | 830.6±193 | 53±5 | 67±5 | 36±2 | 417.5±26 | 154.4±22 | 657±148 |
| ICG 7181 | 69±5 | 91±15 | 10±2 | 567.4±51 | 310.9±51 | 908.5±89 | 62±10 | 65±5 | 22±3 | 470.5±77 | 220.3±40 | 757±105 |
| ICG 721 | 106±8 | 132±21 | 11±2 | 804.5±75 | 409.4±33 | 1064.5±83 | 96±10 | 123±19 | 15±2 | 638.1±44 | 321.2±46 | 954.4±86 |
| ICG 76 | 149±22 | 162±10 | 9±2 | 933.6±51 | 467.7±69 | 807.4±106 | 132±9 | 131±18 | 19±3 | 727.2±72 | 342.7±41 | 618±155 |
| ICGIL 11102 | 141±31 | 159±29 | 8±2 | 603.7±62 | 282.9±62 | 974.6±139 | 119±8 | 127±21 | 23±2 | 568.6±56 | 248.3±62 | 761.1±177 |
| ICGIL 11110 | 132±13 | 151±8 | 12±2 | 833±102 | 418.1±55 | 848.4±120 | 89±9 | 103±18 | 25±2 | 578.8±132 | 270.8±29 | 567.8±224 |
| ICGIL 11114 | 70±9 | 109±22 | 5±1 | 712±110 | 423.5±85 | 825.2±158 | 65±5 | 91±19 | 21±3 | 442.2±135 | 264.8±32 | 627.4±182 |
| ICGIL 11125 | 121±4 | 132±12 | 11±1 | 724.4±119 | 398.2±56 | 728.5±116 | 105±10 | 108±5 | 19±2 | 674.3±194 | 207.8±61 | 594.2±184 |
| ICGIL 17108 | 135±7 | 131±5 | 15±1 | 765.7±98 | 180.7±35 | 1022.2±111 | 115±6 | 89±9 | 21±2 | 582.3±52 | 104.3±23 | 808±181 |
| J 11 | 116±8 | 127±9 | 8±1 | 497.4±39 | 259.1±39 | 697.3±61 | 79±8 | 87±8 | 17±2 | 443.7±70 | 205.3±13 | 493.5±183 |
| JL24 | 105±9 | 140±19 | 13±2 | 565.8±69 | 280.1±37 | 720.6±33 | 88±3 | 126±26 | 28±2 | 488.5±30 | 245±52 | 539.2±214 |
| Means | 102±31 | 123±31 | 9±4 | 678.5±204 | 316.7±90 | 828.5±279 | 80±25 | 89±27 | 22±8 | 546.2±164 | 230.4±69 | 645.6±215 |
| LSD | 15 | 21 | 5 | 131 | 79 | 145 | 12 | 20 | 9 | 107 | 56 | 140 |
3.2. Intermittent Water Deficit (WS) Effect on Pre-Harvest Aflatoxin Contamination (AC)
| Aflatoxin B1 | ||
|---|---|---|
| Genotypes | WW | WS |
| Means | 1.81 | 5.51 |
| LSD | 1.14 | 1.49 |
| F value | 9.55 | 56 |
| F (Prob) | <.001 | <.001 |
| G×W(Trt) | <.001 | |


3.3. Seeds Colonisation and Total Polyphenol Content of Seed Coat
| Genotypes | %TPP | % AFC |
|---|---|---|
| Means | 50.50 | 85 |
| LSD | 2.54 | 16.63 |
| F value | 19.38 | 4.12 |
| F (Prob) | <.001 | <.001 |
| Genotypes | % AFC | %TPP | Genotypes | % AFC | %TPP | Genotypes | % AFC | %TPP | |
| CI ≤25% | ICG 311 | 19 | 53.08 | 55-437 | 21 | 49 | ICG 12988 | 18 | 52.1 |
| CI˃25%≤50% | ICG 11322 | 50 | 50.43 | ICG 14523 | 43 | 51.61 | ICG 14523 | 43 | 51.61 |
| ICG 11542 | 28 | 43.90 | ICG 163 | 45 | 47.38 | ICG 3027 | 83 | 57.50 | |
| ICG 4543 | 28 | 47.55 | ICG 76 | 42 | 52.57 | J 11 | 40 | 55.16 | |
| CI ˃50% | Fleur 11 | 86 | 47.90 | ICG 10950 | 91 | 56.05 | ICG 1142 | 100 | 50.32 |
| ICG 12235 | 85 | 56.67 | ICG 12697 | 91 | 51.47 | ICG 12879 | 100 | 45.50 | |
| ICG 12991 | 81 | 48.75 | ICG 13099 | 66 | 50.35 | ICG 4906 | 83 | 46.86 | |
| ICG 13858 | 91 | 53.27 | ICG 14106 | 100 | 48.76 | ICG 1415 | 100 | 43.68 | |
| ICG 14630 | 81 | 56.95 | ICG 14630 | 81 | 56.95 | ICG 156 | 90 | 51.86 | |
| ICG 2019 | 100 | 52.34 | ICG 2106 | 83 | 48.63 | ICG 332 | 100 | 53.22 | |
| ICG 334 | 66 | 50.76 | ICG 36 | 66 | 49.14 | ICG 3992 | 83 | 53.17 | |
| ICG 4598 | 100 | 48.16 | ICG 4684 | 75 | 45.97 | ICG 2119 | 100 | 52.41 | |
| ICG 4750 | 65 | 47.38 | ICG 4764 | 70 | 50.23 | ICG 513 | 100 | 53.69 | |
| ICG 5195 | 100 | 52.36 | ICG 532 | 100 | 42.74 | ICG 5609 | 83 | 43.74 | |
| ICG 5663 | 81 | 49.36 | ICG 6263 | 91 | 54.01 | ICG 6407 | 61 | 52.14 | |
| ICG 6654 | 91 | 48.31 | ICG 6703 | 91 | 46.32 | ICG 6813 | 46 | 46.53 | |
| ICG 6888 | 83 | 46.09 | ICG 7181 | 100 | 45.92 | ICG 721 | 91 | 50.20 | |
| ICGIL 11102 | 100 | 53.09 | ICGIL 11110 | 75 | 51.29 | ICGIL 11114 | 75 | 54.34 | |
| ICGIL 11125 | 61 | 56.30 | ICGIL 17108 | 91 | 62.96 | JL24 | 100 | 47.93 | |
3.4. Relationship between Aflatoxin Contaminations with Total Polyphenol, Pod Yield, Seed Yield, and Haulm Yield


4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
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