Submitted:
30 July 2024
Posted:
31 July 2024
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Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Materials
2.2. The Protein Extraction Method for Raw Peanut
2.3. Sodium Dodecyl Sulfate-Polyacrylamide Gel Electrophoresis (SDS-PAGE)
2.4. Two-Dimensional Gel Electrophoresis of Selected Peanut Protein Extracts
2.5. Western-Blot Analysis
2.6. Statistical Analyses
3. Results
3.1. Peanut Protein/Peptide Analysis and Screening
3.1.1. Peanut Lines Harvested in 2015
| No. | PI number | Ara h 1 | Ara h 2 | Ara h 3 | Total |
|---|---|---|---|---|---|
| 1 | 152146 | 13.93±1.14 | 8.31±0.24 | 53.69±2.32 | 75.92±3.30 |
| 2 | 155107 | 13.19±1.10 | 8.29±0.66 | 54.89±2.76 | 76.36±3.72 |
| 3 | 157542 | 14.74±1.19 | 7.36±0.51 | 50.82±2.30 | 72.91±3.21 |
| 4 | 158854 | 13.84±0.82 | 8.65±0.71 | 50.81±1.93 | 73.30±2.66 |
| 5 | 159786 | 14.27±1.05 | 6.91±0.12 | 50.28±2.30 | 71.46±3.47 |
| 6 | 162655 | 14.24±1.14 | 8.24±0.76 | 54.09±1.78 | 76.56±2.28 |
| 7 | 162857 | 13.83±1.27 | 7.25±0.24 | 51.30±0.95 | 72.38±1.47 |
| 8 | 196622 | 14.75±0.21 | 7.34±0.10 | 49.34±0.29 | 71.44±0.40 |
| 9 | 196635 | 14.44±0.18 | 7.43±0.19 | 49.56±2.77 | 71.43±3.06 |
| 10 | 200441 | 14.10±0.20 | 8.36±0.48 | 52.19±1.32 | 74.64±2.00 |
| 11 | 240560 | 13.90±0.24 | 8.89±0.18 | 52.40±1.46 | 75.19±1.89 |
| 12 | 259617 | 14.22±0.08 | 9.11±0.21 | 52.85±0.69 | 76.17±2.98 |
| 13 | 259658 | 15.24±0.02 | 8.09±0.02 | 49.03±0.72 | 72.36±2.76 |
| 14 | 259851 | 14.64±0.18 | 7.73±0.08 | 50.24±1.64 | 72.62±1.91 |
| 15 | 262038 | 14.49±0.01 | 8.43±0.43 | 51.82±0.84 | 74.74±3.28 |
| 16 | 268586 | 10.18±0.71 | 9.29±0.28 | 54.78±1.15 | 74.24±2.14 |
| 17 | 268696 | 13.59±0.48 | 7.64±0.27 | 54.34±1.21 | 75.57±3.96 |
| 18 | 268755 | 10.82±0.36 | 8.36±0.18 | 56.10±0.89 | 75.28±2.42 |
| 19 | 268806 | 14.31±0.03 | 7.88±0.20 | 53.13±0.77 | 75.32±3.00 |
| 20 | 268868 | 14.87±0.20 | 6.55±0.35 | 50.81±0.66 | 72.23±1.21 |
| 21 | 268996 | 14.54±0.35 | 7.70±0.33 | 49.06±0.67 | 71.29±2.10 |
| 22 | 270786 | 15.36±0.56 | 6.78±0.29 | 52.70±1.77 | 74.84±2.62 |
| 23 | 270905 | 14.10±0.15 | 8.23±0.29 | 49.97±1.47 | 72.31±1.91 |
| 24 | 270907 | 14.75±0.19 | 7.11±0.18 | 49.63±2.61 | 71.49±2.98 |
| 25 | 270998 | 13.28±0.49 | 6.49±0.34 | 50.06±1.09 | 69.82±1.92 |
| 26 | 271019 | 13.14±0.08 | 4.33±0.36 | 54.73±1.45 | 72.20±1.89 |
| 27 | 274193 | 12.31±0.57 | 6.51±0.26 | 49.78±2.79 | 68.60±3.62 |
| 28 | 288146 | 12.68±1.20 | 5.02±0.42 | 53.76±0.41 | 71.46±2.03 |
| 29 (MS-1) | 288210 | 6.33±0.221 | 6.55±0.58 | 57.19±2.95 | 70.05±3.75 |
| 30 | 290536 | 13.02±0.90 | 5.45±0.59 | 50.76±0.57 | 69.22±2.06 |
| 31 | 290560 | 12.71±0.34 | 5.81±0.39 | 53.31±1.85 | 71.83±2.58 |
| 32 | 290594 | 14.40±1.64 | 4.06±0.04 | 52.53±3.49 | 70.99±5.17 |
| 33 | 290620 | 11.39±0.23 | 5.14±0.66 | 53.53±2.07 | 70.06±2.95 |
| No. | PI number | Ara h 1 | Ara h 2 | Ara h 3 | Total |
|---|---|---|---|---|---|
| 34 (MS-2) | 292950 | 13.36±0.50 | 7.27±0.71 | 47.27±2.721 | 68.90±3.93 |
| 35 | 295250 | 14.29±1.16 | 6.40±0.36 | 52.27±3.01 | 72.96±4.52 |
| 36 | 295309 | 14.77±0.33 | 5.27±0.19 | 51.37±1.57 | 71.42±2.09 |
| 37 | 295730 | 12.71±0.88 | 4.63±0.22 | 54.39±1.05 | 71.73±2.15 |
| 38 | 296550 | 9.75±1.16 | 4.06±0.15 | 57.45±1.96 | 71.26±3.27 |
| 39 (MS-3) | 296558 | 12.53±1.02 | 6.85±0.52 | 48.67±2.401 | 68.05±3.94 |
| 40 | 298854 | 10.99±0.11 | 7.14±0.21 | 53.30±2.70 | 71.43±3.02 |
| 41 | 313129 | 12.64±0.86 | 6.46±0.13 | 53.14±3.01 | 72.24±4.00 |
| 42 | 319768 | 10.33±1.24 | 6.91±0.13 | 54.32±1.46 | 71.56±2.82 |
| 43 | 319770 | 13.04±0.46 | 4.60±0.18 | 53.59±3.32 | 71.24±3.96 |
| 44 | 323268 | 14.41±2.00 | 6.24±0.91 | 54.38±1.71 | 72.96±4.15 |
| 45 | 325943 | 10.96±2.05 | 5.12±0.65 | 55.92±4.03 | 72.31±6.53 |
| 46 | 331297 | 13.03±1.68 | 4.83±0.16 | 53.10±1.14 | 70.94±3.14 |
| 47 | 337293 | 10.82±0.30 | 5.17±0.44 | 52.77±4.90 | 70.82±6.10 |
| 48 | 337399 | 12.04±1.14 | 5.43±0.45 | 54.94±4.12 | 72.10±5.91 |
| 49 | 337406 | 14.21±0.09 | 4.81±0.32 | 56.07±2.25 | 75.10±2.50 |
| 50 | 338338 | 13.49±0.37 | 4.94±0.31 | 54.84±0.88 | 73.27±1.56 |
| 51 | 339960 | 13.57±0.33 | 5.89±0.43 | 54.18±0.74 | 73.64±1.50 |
| 52 (MS-4) | 343384 | 17.02±0.16 | 6.95±0.65 | 46.62±1.251 | 70.59±3.76 |
| 53 (MS-5) | 343398 | 14.60±0.59 | 4.07±0.291 | 52.88±3.46 | 69.55±4.35 |
| 54 | 355268 | 14.94±0.37 | 4.89±0.59 | 52.76±1.00 | 72.59±1.97 |
| 55 | 355271 | 16.97±0.18 | 4.76±0.53 | 50.34±0.71 | 72.07±1.42 |
| 56 | 356004 | 12.81±0.74 | 5.96±0.60 | 52.80±0.83 | 71.58±2.17 |
| 57 | 370331 | 14.60±0.17 | 6.01±0.11 | 52.21±0.29 | 72.82±0.56 |
| 58 | 371521 | 14.73±0.05 | 5.20±0.24 | 52.08±0.59 | 72.00±0.88 |
| 59 | 372271 | 14.22±0.42 | 4.18±0.17 | 52.42±1.58 | 70.82±2.18 |
| 60 | 372305 | 12.11±1.24 | 4.57±0.13 | 55.85±2.72 | 73.03±4.09 |
| 61 | 399581 | 15.48±0.07 | 5.91±0.19 | 50.94±1.44 | 72.34±1.70 |
| 62 | 403813 | 12.60±0.27 | 6.19±0.55 | 58.11±1.60 | 76.89±2.42 |
| 63 | 407667 | 9.30±0.15 | 4.81±0.29 | 58.26±3.12 | 72.37±3.55 |
| 64 | 429420 | 13.32±0.00 | 5.22±0.07 | 52.23±0.77 | 70.77±0.85 |
| 65 | 442768 | 14.43±0.65 | 4.55±0.23 | 52.35±0.81 | 71.32±1.69 |
| 66 | 461427 | 13.76±0.25 | 5.20±0.19 | 52.52±0.40 | 71.47±0.84 |
| No. | PI number | Ara h 1 | Ara h 2 | Ara h 3 | Total |
|---|---|---|---|---|---|
| 67 | 461434 | 13.15±0.07 | 5.55±0.14 | 56.09±0.35 | 74.79±0.57 |
| 68 | 468271 | 12.22±0.29 | 5.92±0.15 | 56.89±1.18 | 75.03±1.62 |
| 69 | 471952 | 12.93±0.13 | 5.87±0.28 | 53.98±0.42 | 72.79±0.83 |
| 70 | 475863 | 16.44±0.12 | 4.25±0.14 | 52.13±1.07 | 71.82±1.33 |
| 71 (MS-6) | 475918 | 13.58±0.40 | 3.66±0.271 | 59.33±5.43 | 76.58±6.00 |
| 72 | 476025 | 12.95±0.46 | 4.74±0.10 | 56.23±2.87 | 73.92±3.44 |
| 73 | 476432 | 14.19±0.08 | 4.21±0.11 | 55.29±0.79 | 73.68±0.98 |
| 74 | 476596 | 13.00±0.02 | 5.98±0.16 | 56.18±1.52 | 75.16±1.70 |
| 75 | 476636 | 15.83±0.18 | 5.45±0.23 | 51.73±0.33 | 73.01±0.74 |
| 76 | 478819 | 14.22±0.80 | 4.63±0.54 | 51.22±1.87 | 70.07±3.21 |
| 77 (MS-7) | 481795 | 8.41±0.101 | 4.16±0.451 | 61.97±2.32 | 74.54±3.87 |
| 78 | 482120 | 9.35±0.04 | 6.19±0.09 | 60.05±1.06 | 75.59±1.19 |
| 79 | 482189 | 13.01±0.07 | 6.72±0.16 | 55.15±2.17 | 74.87±2.40 |
| 80 | 493329 | 12.75±0.15 | 6.38±0.54 | 56.17±2.24 | 75.30±2.93 |
| 81 | 493356 | 13.77±0.27 | 6.73±0.23 | 50.89±0.64 | 71.39±1.14 |
| 82 | 493547 | 13.51±0.27 | 6.93±0.14 | 53.59±0.97 | 74.03±1.38 |
| 83 | 493581 | 13.87±0.37 | 6.51±0.28 | 54.96±4.11 | 75.34±4.75 |
| 84 | 493631 | 14.81±0.41 | 6.61±0.26 | 53.39±3.22 | 73.81±3.89 |
| 85 | 493693 | 14.81±0.07 | 6.57±0.66 | 54.18±1.27 | 75.57±2.00 |
| 86 | 493717 | 14.34±0.07 | 7.15±0.92 | 53.75±2.69 | 75.25±3.69 |
| 87 | 493729 | 16.58±0.48 | 5.67±0.47 | 52.90±1.38 | 75.15±2.33 |
| 88 | 493880 | 14.91±0.31 | 6.81±0.47 | 52.43±1.20 | 74.15±1.98 |
| 89 | 493938 | 15.88±0.16 | 7.53±0.04 | 55.81±3.11 | 75.22±3.30 |
| 90 | 494018 | 15.64±0.56 | 6.52±0.02 | 52.56±2.35 | 75.72±2.92 |
| 91 | 494034 | 7.94±0.01 | 8.52±0.83 | 55.56±2.97 | 72.02±3.81 |
| 92 | 494795 | 13.53±0.13 | 7.44±0.43 | 52.54±2.23 | 73.51±2.79 |
| 93 | 496401 | 12.61±0.23 | 5.77±0.40 | 52.54±2.39 | 70.92±3.01 |
| 94 | 496448 | 12.79±0.39 | 5.93±0.91 | 53.15±1.86 | 71.87±3.15 |
| 95 | 497318 | 14.84±0.45 | 5.66±0.07 | 52.74±1.02 | 73.24±1.54 |
| 96 (MS-8) | 497395 | 8.62±0.111 | 4.26±0.32 | 60.03±0.82 | 72.91±1.25 |
| 97 | 497517 | 13.09±1.18 | 7.32±0.51 | 53.28±5.37 | 73.69±7.05 |
| Ranges | 6.33-17.02 | 3.66-9.29 | 46.62-61.97 | 68.05-76.58 |
| No. | Line name | Ara h 1 | Ara h 2 | Ara h 3 | Total |
|---|---|---|---|---|---|
| 1 | M1 | 11.60±0.33 | 6.96±0.23 | 52.37±0.46 | 70.94±1.02 |
| 2 | M2 | 12.74±0.58 | 6.14±0.08 | 50.43±0.74 | 69.30±1.40 |
| 3 | M3 | 12.49±0.13 | 6.55±0.08 | 51.46±0.26 | 70.50±0.47 |
| 4 | M4 | 12.01±0.37 | 7.12±0.08 | 51.73±3.16 | 70.87±3.61 |
| 5 | M5 | 12.63±0.18 | 6.70±0.03 | 50.59±1.07 | 74.92±1.29 |
| 6 | M6 | 12.44±0.43 | 6.75±0.02 | 51.90±0.92 | 71.09±1.37 |
| 7 | M7 | 12.38±0.05 | 6.67±0.06 | 52.57±0.52 | 71.62±0.63 |
| 8 | M8 | 12.10±0.33 | 7.05±0.04 | 51.12±0.93 | 70.27±1.31 |
| 9 | M9 | 13.34±0.90 | 6.46±0.28 | 51.19±4.08 | 70.98±5.27 |
| 10 | M10 | 12.74±0.17 | 6.54±0.16 | 51.11±1.01 | 70.39±1.34 |
| 11 (MS-9) | Valencia-A | 13.11±0.13 | 6.46±0.21 | 51.13±2.40 | 70.70±3.74 |
| 12 | Valencia-C | 13.63±0.33 | 6.21±0.32 | 51.69±0.56 | 71.53±1.22 |
| 13 | GT-101 | 13.08±0.46 | 8.58±0.57 | 53.08±3.96 | 74.73±4.99 |
| 14 | GT-102 | 13.25±0.65 | 11.50±0.50 | 50.69±0.72 | 75.44±1.87 |
| 15 | GT-136 | 12.51±0.09 | 8.03±0.15 | 52.51±1.59 | 73.05±1.84 |
| 16 | GT-112 | 13.32±0.06 | 6.84±0.22 | 50.63±0.99 | 70.79±1.27 |
| 17 | GT-118 | 12.99±0.03 | 6.59±0.26 | 50.44±1.44 | 70.02±1.72 |
| 18 | Kennedy | 12.11±0.47 | 7.70±0.30 | 51.36±1.13 | 71.16±1.91 |
| 19 | NM02322 | 12.59±0.52 | 8.35±0.12 | 50.41±0.71 | 71.35±1.35 |
| 20 (MS-10) | NM02565 | 16.03±0.33 | 8.65±0.04 | 46.70±1.291 | 71.38±4.67 |
| 21 | G-Red | 13.17±0.57 | 8.07±0.44 | 53.35±2.88 | 74.59±3.90 |
| 22 | G-Valencia | 12.12±0.12 | 7.26±0.11 | 52.74±0.28 | 72.12±0.51 |
| 23 | SunMex | 13.62±0.87 | 7.55±0.61 | 54.01±3.93 | 75.18±5.41 |
| 24 (MS-11) | NM-308 | 18.10±2.22 | 9.75±0.38 | 43.98±4.661 | 71.83±3.26 |
| 25 | NM-309 | 14.63±0.84 | 7.97±0.61 | 52.56±4.04 | 75.17±5.48 |
| Ranges | 11.60-18.10 | 6.14-9.75 | 43.98-53.08 | 69.30-75.44 |
3.1. Two-Dimensional (2D) SDS-PAGE and Western-Blot Analyses of MS-7 and MS-9 Protein Extracts
4. Discussions
5. Conclusions
Author Contributions
Funding
Conflicts of Interest
References
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| Ara h 1 | Ara h 2 | Ara h 3 | Total | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Low in (allergen) | Code No. | 2015 | 2016 | 2015 | 2016 | 2015 | 2016 | 2015 | 2016 |
| Ara h1 | MS-1 | 6.33±0.22 g | 10.33±0.52 cd1 | 6.55±0.58 d | 8.95±0.90 a1 | 57.17±2.95 a | 51.70±3.65 abc1 | 70.05±3.75 a | 70.98±5.07 a |
| Ara h3 | MS-2 | 14.36±0.80 cd | 12.90±0.77 b | 7.27±0.71 c | 7.11±0.59 bc | 47.27±2.72 c | 52.06±3.29 abc | 68.90±3.93 a | 72.07±4.66 a |
| Ara h3 | MS-3 | 12.53±1.02 e | 15.52±1.05 a1 | 6.85±0.52 d | 7.22±0.48 bc | 48.67±2.40 bc | 46.05±4.10 c | 68.05±3.94 a | 68.78±5.62 a |
| Ara h3 | MS-4 | 17.02±0.16 ab | 15.26±1.69 a1 | 6.95±0.65 d | 8.07±0.59 ab | 46.62±1.25 c | 46.82±2.38 c | 70.59±3.76 a | 70.15±4.66 a |
| Ara h2 | MS-5 | 14.60±0.59 c | 13.57±1.32 ab | 4.07±0.29 ef | 7.11±0.67 bc1 | 52.88±3.46 b | 50.83±4.05 bc | 69.55±4.35 a | 71.51±6.04 a |
| Ara h2 | MS-6 | 13.58±0.90 de | 12.19±1.32 bc | 3.66±0.27 f | 7.47±0.90 bc1 | 59.33±5.43 ab | 53.78±3.33 ab | 76.58±6.00 a | 73.44±5.55 a |
| Ara h1/Ara h2 | MS-7 | 8.41±0.10 f | 9.49±1.31 de | 4.16±0.45 ef | 6.65±0.51 c1 | 61.97±2.32 a | 56.45±5.05 ab | 74.54±3.87 a | 72.59±6.88 a |
| Ara h1 | MS-8 | 8.62±0.11 f | 7.84±1.22 e | 4.26±0.32 e | 8.43±1.02 ab | 60.14±3.85 a | 57.85±4.91 a | 73.03±3.28 a | 74.12±7.15 a |
| Check | MS-9 | 13.11±0.13 d | 12.29±1.12 bc | 6.46±0.21 d | 7.93±1.00 abc | 51.13±2.40 b | 52.23±3.38 abc | 70.70±3.74 a | 72.45±5.51 a |
| Ara h3 | MS-10 | 16.03±0.33 b | 12.59±1.47 b1 | 8.65±0.04 b | 8.04±0.93 ab | 46.70±1.29 c | 51.78±4.12 abc | 71.38±4.67 a | 72.42±6.52 a |
| Ara h3 | MS-11 | 18.10±2.22 a | 12.83±1.12 b1 | 9.75±0.38 a | 7.29±0.99 bc | 43.98±4.66 c | 55.05±5.61 ab1 | 71.83±3.26 a | 75.18±7.73 a |
| Range | 6.33-18.10 | 7.84-15.52 | 3.66-9.75 | 6.65-8.95 | 43.98-61.97 | 46.05-57.85 | 68.05-76.58 | 68.78-75.18 | |
| Spot No.1 | Allergen | Estimate | Percentage of total allergen | |
| pI2 | MS-7 | MS-9 | ||
| 1 | Ara h 1 | 6.0-7.5 | 28.02±2.22 b | 37.23±2.92 a |
| 2 | Ara h 2 | 5.0 | 0.44±0.05 b | 1.05±0.06 a |
| 3 | Ara h 2 | 5.1 | 0.86±0.06 b | 1.26±0.11 a |
| 4 | Ara h 2 | 5.3 | 1.43±0.13 b | 3.02±0.22 a |
| 5 | Ara h 2 | 5.4 | 1.68±0.14 b | 3.02±0.23 a |
| 2-5 | Total Ara h 2 | 5.0-5.4 | 4.41±0.31 b | 6.45±0.45 a |
| 6 | Ara h 3 | 4.2 | 8.08±0.57 a | 4.12±0.29 b |
| 7 | Ara h 3 | 4.5 | 1.91±0.13 a | 1.72±0.12 a |
| 8 | Ara h 3 | 4.6 | 1.00±0.07 a | 1.03±0.07 a |
| 9 | Ara h 3 | 5.1 | 1.77±0.12 a | 1.92±0.13 a |
| 10 | Ara h 3 | 6.8 | 0.91±0.06 a | 0.25±0.02 b |
| 11 | Ara h 3 | 7.1 | 2.23±0.16 a | 1.48±0.10 b |
| 12 | Ara h 3 | 8.2 | 1.41±0.10 a | 1.12±0.08 b |
| 13 | Ara h 3 | 5.1 | 3.48±0.24 a | 1.15±0.08 b |
| 14 | Ara h 3 | 6.0 | 3.43±0.24 a | 1.17±0.08 b |
| 15 | Ara h 3 | 6.5 | 1.94±0.14 a | 1.49±0.10 b |
| 16 | Ara h 3 | 6.8 | 0.82±0.13 a | 0.57±0.04 b |
| 17 | Ara h 3 | 6.0 | 2.53±0.09 a | 2.65±0.19 a |
| 18 | Ara h 3 | 6.4 | 3.71±0.27 a | 1.74±0.12 b |
| 19 | Ara h 3 | 8.1 | 2.34±0.16 a | 1.89±0.13 b |
| 6-19 | Total Ara h 3 | 4.2-8.2 | 35.57±2.49 a | 22.29±1.56 b |
| 1-19 | Total allergens | - | 67.00±4.69 a | 66.97±4.01 a |
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