Multivariate Evaluation of Biofunctional Metabolites in Korean Soybean Cultivars by Use Categories: Assessment of Antioxidant and Enzyme Inhibition Activities
Abstract
1. Introduction
2. Materials and Methods
2.1. Plant Sources and Chemicals
2.2. Instruments
2.3. Antioxidant Properties of Radical Scavenging Capacities
2.4. Measurement of DNA Protection Rate
2.5. Determination of Enzyme Inhibition Effects
2.6. UPLC-Q-TOF-MS/MS Conditions for Isoflavone Identification
2.7. Measurement of Protein and Oil Contents
2.8. Preparation of Samples and Calibration Curves for Quantification of Isoflavones
2.9. HPLC Conditions for Isoflavone Analysis
2.10. Statistical Analysis
3. Results
3.1. Comparisons of Antioxidant Abilities in Four Categories Based on Usage from Various Cultivated Soybeans
3.2. Comparisons of DNA Protection Rates in Four Categories Based on Usage from Various Cultivated Soybeans
3.3. Comparisons of Enzyme Inhibition Activities on Tyrosinase and α-Glucosidase in Four Categories Based on Usage from Various Cultivated Soybeans
3.4. Distribution of Protein and Oil Contents in Four Categories Based on the Applications of Various Cultivated Soybeans
3.5. Elucidation of Isoflavone Profiles Using UPLC-ESI-Q-TOF-MS/MS Analysis from the 50% Methanol Extract of Soybean (cv. Sorog)
3.6. Distribution of Isoflavone Contents in Four Categories Based on the Applications of Various Cultivated Soybeans
3.7. Correlation Analysis of Metabolite Constituents in Four Usage Categories Based on Various Cultivated Soybeans
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
Abbreviations
ABTS | 2,2-azinobis (3-ethyl-benzothiazoline-6-sulfonic acid) diammonium salt |
DPPH | 2,2-diphenyl-1-picrylhydrazyl |
BHT | Butylated hydroxytoluene |
HPLC | High performance liquid chromatography |
UPLC-Q-TOF-MS/MS | Ultra-performance liquid chromatography coupled with quadrupole time-of-flight mass spectrometry |
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Category | Cultivar | Isoflavone contents (μg/g) 1 | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Glucoside | Malonylglucoside | Acetylglucoside | Aglycone | Total | ||||||||||
Din (1) | Gly (2) | Gin (3) | MDin (4) | MGly (5) | MGin (8) | AcDin (6) | AcGly (7) | AcGin (11) | Dein (9) | Glein (10) | Gein (12) | |||
Bean paste soybeans | Shinpaldal 2 | 167.0 ± 10.4 ef | 184.5 ± 10.6 e | 113.1 ± 3.7 g | 672.3 ± 31.9 e | 419.7 ± 19.5 b | 1172.5 ± 40.8 de | 54.0 ± 2.5 b | 18.7 ± 1.4 e | tr | 7.4 ± 0.7 h | 12.1 ± 0.9 d | 4.1 ± 0.3 l | 2817.9 ± 40.3 d |
Taekwang | 85.8 ± 4.3 tu | 89.4 ± 5.1 m | 33.6 ± 1.9 qr | 265.6 ± 13.4 no | 240.4 ± 9.5 i | 469.6 ± 15.1 pq | 27.4 ± 0.9 j | 11.8 ± 0.3 k | tr | tr | 10.5 ± 0.2 e | 2.7 ± 0.1 m | 1252.0 ± 24.0 r | |
Samnam | 186.9 ± 13.6 de | 208.2 ± 11.7 ab | 170.1 ± 9.3 e | 527.3 ± 30.2 g | 322.0 ± 14.1 ef | 1040.4 ± 46.3 fg | 25.3 ± 0.7 k | 17.1 ± 0.2 f | nd | 9.2 ± 0.1 f | tr | tr | 2519.5 ± 46.3 g | |
Pokwang | 128.7 ± 4.5 kl | 139.3 ± 3.9 j | 74.5 ± 2.7 jk | 387.2 ± 17.6 j | 246.0 ± 8.0 hi | 785.0 ± 31.5 l | 33.9 ± 1.3 e | 14.1 ± 0.3 i | 1.0 ± 0.0 f | tr | tr | tr | 1807.7 ± 23.8 n | |
Dankyeong | 151.7 ± 10.9 gh | 97.0 ± 6.3 m | 98.3 ± 5.7 h | 513.0 ± 24.1 g | 210.6 ± 10.3 j | 874.1 ± 28.4 k | 33.8 ± 1.6 e | 14.1 ± 0.2 i | nd | 2.2 ± 0.1 n | tr | tr | 2002.1 ± 9.8 kl | |
Jinpum 2 | 114.4 ± 6.7 no | 151.9 ± 12.7 gh | 68.6 ± 2.8 mn | 448.5 ± 20.2 h | 411.7 ± 17.9 b | 730.2 ± 26.5 l | 30.2 ± 1.1 h | 13.9 ± 0.1 i | tr | 0.2 ± 0.0 q | tr | tr | 1973.9 ± 13.5 l | |
Daewon | 104.6 ± 5.3 op | 148.8 ± 5.4 hi | 21.1 ± 1.0 s | 170.7 ± 9.5 rs | 109.5 ± 3.8 no | 578.2 ± 17.9 no | 35.5 ± 0.8 d | tr | 35.2 ± 0.6 a | 4.7 ± 0.1 j | tr | 8.7 ± 0.3 g | 1225.5 ± 19.2 r | |
Jangwon | 102.0 ± 4.7 qr | 139.4 ± 4.5 j | 86.0 ± 3.2 ij | 232.5 ± 11.8 pq | 217.1 ± 7.0 j | 638.1 ± 18.3 n | 34.2 ± 1.3 de | 15.5 ± 0.7 g | 0.2 ± 0.0 i | 1.4 ± 0.0 o | tr | 0.2 ± 0.0 u | 1451.2 ± 29.6 p | |
Daehwang | 97.2 ± 4.1 qr | 54.4 ± 3.6 op | 85.4 ± 4.0 ij | 315.3 ± 15.4 lm | 122.2 ± 4.7 n | 900.7 ± 39.7 jk | 32.5 ± 1.4 f | 14.4 ± 0.5 hi | tr | 2.8 ± 0.1 l | tr | tr | 1636.4 ± 36.6 o | |
Daemang | 104.3 ± 6.2 op | 45.7 ± 1.9 pq | 82.7 ± 4.3 ij | 305.8 ± 12.7 lm | 81.8 ± 2.1 pq | 726.1 ± 29.6 lm | 33.6 ± 1.7 e | tr | tr | 2.1 ± 0.3 n | tr | nd | 1368.6 ± 16.3 q | |
Malli | 164.3 ± 9.3 fg | 152.4 ± 5.0 gh | 186.8 ± 8.8 cd | 418.8 ± 22.9 hi | 210.4 ± 7.3 j | 995.4 ± 35.0 gh | 26.9 ± 1.2 jk | tr | 2.8 ± 0.5 c | 8.3 ± 0.5 g | 15.8 ± 0.8 a | 1.1 ± 0.1 r | 2177.6 ± 38.3 ij | |
Bean sprout soybeans | Eunha | 215.0 ± 12.2 c | 198.8 ± 9.4 cd | 194.5 ± 12.0 c | 680.7 ± 35.1 e | 329.6 ± 14.3 ef | 1207.0 ± 45.5 cd | 33.6 ± 0.9 e | nd | tr | 7.4 ± 0.4 h | tr | 3.5 ± 0.3 n | 2893.8 ± 72.2 d |
Soho | 268.6 ± 13.6 a | 113.0 ± 4.0 kl | 173.8 ± 10.2 e | 966.2 ± 41.3 b | 243.7 ± 7.9 i | 949.9 ± 33.1 hi | 26.3 ± 0.6 jk | 14.7 ± 0.3 h | tr | 16.9 ± 0.7 e | 1.8 ± 0.5 g | 2.3 ± 0.2 o | 2771.2 ± 17.7 e | |
Myeongjunamul | 192.0 ± 7.3 d | 110.2 ± 4.5 kl | 249.6 ± 13.7 ab | 506.1 ± 25.0 g | 181.6 ± 8.1 k | 1289.9 ± 37.9 c | 30.1 ± 0.8 h | 29.5 ± 0.9 a | 4.1 ± 0.4 b | 21.3 ± 1.0 c | tr | 16.6 ± 0.7 e | 2602.9 ± 34.1 f | |
Iksannamul | 233.5 ± 11.4 b | 166.3 ± 5.9 fg | 178.8 ± 9.5 de | 801.6 ± 33.8 c | 340.3 ± 12.0 e | 1004.1 ± 39.1 gh | 29.2 ± 0.5 i | nd | tr | 0.9 ± 0.0 p | 2.7 ± 0.5 f | tr | 2733.8 ± 19.8 e | |
Sobaegnamul | 120.9 ± 5.6 lm | 187.2 ± 9.6 de | 187.9 ± 12.4 cd | 300.2 ± 16.9 mn | 358.9 ± 11.6 de | 1059.5 ± 42.9 ef | 24.7 ± 0.6 kl | 22.1 ± 0.7 c | tr | 27.0 ± 1.1 b | 0.2 ± 0.0 i | 1.7 ± 0.1 p | 2286.0 ± 32.9 h | |
Bukwang | 133.6 ± 5.9 jk | 197.6 ± 10.7 cd | 150.3 ± 7.1 f | 340.7 ± 16.3 kl | 341.5 ± 13.4 de | 769.9 ± 26.1 l | 37.1 ± 0.9 c | 11.9 ± 0.3 k | tr | 7.0 ± 0.3 h | 13.0 ± 0.4 c | 7.0 ± 0.3 i | 2048.3 ± 19.0 k | |
Anpyeong | 149.4 ± 7.3 hi | 228.9 ± 14.3 a | 185.4 ± 9.6 cd | 381.8 ± 20.0 ij | 337.6 ± 12.7 ef | 990.3 ± 33.0 gh | 22.9 ± 0.4 n | 21.1 ± 0.9 d | 2.2 ± 0.5 d | nd | tr | 10.8 ± 0.3 f | 2332.2 ± 2.8 h | |
Dagi | 181.5 ± 8.1 d | 206.1 ± 12.9 bc | 161.2 ± 9.0 f | 614.0 ± 27.5 f | 388.8 ± 15.2 c | 1135.9 ± 34.6 ef | 34.5 ± 0.7 de | 22.4 ± 0.8 c | 1.8 ± 0.5 d | 16.1 ± 0.7 e | 1.8 ± 0.2 g | 17.6 ± 0.2 d | 2777.1 ± 44.7 e | |
Sorog | 255.0 ± 12.6 b | 164.9 ± 9.4 fg | 236.1 ± 11.3 b | 1038.3 ± 35.0 a | 366.9 ± 12.3 d | 1522.2 ± 49.2 b | 63.8 ± 2.0 a | 16.9 ± 0.2 f | tr | 19.1 ± 0.6 d | 13.7 ± 0.3 b | 25.8 ± 1.1 c | 3746.1 ± 82.4 a | |
Sowon | 210.0 ± 13.4 c | 168.2 ± 7.8 fg | 264.6 ± 12.5 a | 723.4 ± 30.9 de | 319.7 ± 11.9 fg | 1669.5 ± 43.9 a | 31.5 ± 1.1 g | nd | 0.8 ± 0.0 g | 1.7 ± 0.2 m | tr | tr | 3385.4 ± 67.5 b | |
Sojin | 212.7 ± 11.0 c | 223.5 ± 12.0 ab | 181.1 ± 8.6 de | 719.2 ± 29.6 d | 465.4 ± 13.2 a | 1158.4 ± 36.4 de | 33.6 ± 1.3 e | 19.4 ± 0.6 e | tr | 5.5 ± 0.6 i | tr | 7.8 ± 0.5 h | 3032.2 ± 40.7 c | |
Vegetable soybeans | Keunol | 84.0 ± 3.9 uv | nd 2 | 52.1 ± 2.0 op | 172.9 ± 8.3 rs | 98.8 ± 3.7 no | 438.5 ± 13.6 qr | tr | 10.4 ± 0.3 l | nd | nd | tr | tr | 853.8 ± 20.7 v |
Seokryangput | 94.1 ± 3.5 rs | 74.2 ± 2.0 n | 59.1 ± 2.9 no | 201.2 ± 10.4 qr | 113.5 ± 6.3 no | 336.7 ± 10.5 tu | 33.8 ± 0.8 e | nd | nd | nd | nd | tr | 924.2 ± 9.3 u | |
Hwaeomput | 87.3 ± 2.7 st | 70.4 ± 2.4 no | 78.8 ± 3.6 jk | 184.1 ± 11.7 rs | 100.6 ± 5.1 no | 518.2 ± 14.0 op | 25.7 ± 0.6 k | 7.3 ± 0.2 m | tr | 9.3 ± 0.5 f | tr | 20.6 ± 0.9 d | 1107.2 ± 10.7 st | |
Hwasonput | 72.7 ± 2.3 wx | 57.2 ± 1.5 op | 26.3 ± 1.4 rs | 154.4 ± 6.9 st | 97.8 ± 3.0 no | 208.2 ± 9.2 w | 13.8 ± 0.4 m | nd | nd | 3.4 ± 0.3 k | nd | 1.5 ± 0.2 q | 636.0 ± 12.5 z | |
Danmi | 112.0 ± 5.4 no | 99.4 ± 3.2 lm | 72.2 ± 3.1 kl | 248.4 ± 13.7 p | 69.8 ± 2.5 r | 424.6 ± 12.0 qr | tr 3 | nd | nd | 3.2 ± 0.2 k | nd | 1.2 ± 0.1 r | 1043.9 ± 3.5 t | |
Shillog | 81.5 ± 3.0 vw | 50.5 ± 1.7 p | 79.7 ± 3.2 ij | 178.9 ± 7.5 rs | 80.0 ± 3.9 qr | 460.9 ± 11.8 pq | tr | nd | nd | tr | tr | tr | 917.0 ± 14.2 u | |
Seonnog | 58.1 ± 2.1 xy | 47.1 ± 1.4 p | 52.4 ± 2.3 op | 113.9 ± 6.0 tu | 63.5 ± 2.1 r | 422.7 ± 13.1 rs | tr | nd | nd | tr | nd | tr | 762.3 ± 8.1 x | |
Dajin | 88.0 ± 3.0 st | 139.7 ± 3.8 ij | 39.5 ± 1.7 pq | 174.3 ± 7.0 rs | 121.4 ± 6.1 mn | 270.4 ± 10.4 vw | tr | nd | nd | 5.5 ± 0.2 i | nd | tr | 848.6 ± 3.1 v | |
Cooked-with-rice soybeans | Ilpumgeomjeong | 160.0 ± 7.4 fg | 31.5 ± 2.0 qr | 121.0 ± 4.8 g | 510.9 ± 24.6 g | 245.7 ± 7.9 hi | 919.3 ± 28.4 ij | 33.3 ± 0.7 e | nd | 2.8 ± 0.4 c | 26.6 ± 0.7 b | tr | 32.0 ± 1.2 b | 2086.9 ± 21.5 k |
Geomjeong 2 | 143.5 ± 5.5 ij | 29.1 ± 1.1 r | 151.3 ± 6.3 f | 425.5 ± 17.2 hi | 154.3 ± 5.8 l | 1105.8 ± 36.7 ef | nd | nd | 0.3 ± 0.0 h | tr | tr | nd | 1995.0 ± 55.5 kl | |
Geomjeongol | 135.3 ± 6.0 jk | 165.4 ± 4.3 fg | 60.0 ± 2.4 no | 468.2 ± 21.8 h | 194.9 ± 6.9 jk | 510.1 ± 15.4 op | 34.0 ± 0.5 e | nd | nd | 2.8 ± 0.2 l | nd | 1.8 ± 0.3 p | 1551.6 ± 19.2 op | |
Geomjeong 1 | 99.6 ± 4.1 pq | 164.0 ± 5.2 fg | 50.4 ± 3.1 op | 242.4 ± 10.6 p | 207.2 ± 7.3 j | 374.4 ± 9.8 st | nd | nd | nd | 7.3 ± 0.5 h | tr | 8.0 ± 0.7 h | 1168.3 ± 12.0 s | |
Geomjeongsaeol | 99.1 ± 4.7 qr | 122.0 ± 3.5 k | 45.4 ± 2.0 pq | 169.1 ± 6.4 rs | 96.8 ± 2.9 op | 237.0 ± 11.0 w | 33.5 ± 0.8 e | nd | tr | tr | nd | tr | 807.9 ± 4.5 w | |
Jinyul | 51.5 ± 2.7 y | 95.7 ± 3.7 lm | 25.8 ± 1.5 rs | 112.0 ± 5.3 u | 193.2 ± 7.5 jk | 337.7 ± 8.9 uv | nd | nd | 1.2 ± 0.1 e | 2.7 ± 0.3 l | tr | 3.9 ± 0.4 l | 824.4 ± 2.2 v | |
Heugcheong | 154.3 ± 8.1 fg | 178.4 ± 8.9 ef | 112.0 ± 3.9 g | 419.8 ± 20.7 h | 199.5 ± 7.0 jk | 651.6 ± 15.3 mn | 34.1 ± 0.7 e | nd | nd | 5.9 ± 0.5 i | tr | 5.6 ± 0.5 j | 1767.5 ±13.7 m | |
Seonheuk | 77.8 ± 2.9 vw | 98.4 ± 3.3 m | 45.3 ± 2.1 pq | 89.9 ± 4.1 u | 83.9 ± 4.3 pq | 288.5 ± 13.6 vw | nd | tr | nd | 4.5 ± 0.3 j | nd | 4.6 ± 0.4 k | 693.2 ± 14.0 y | |
Cheongdu 1 | 109.9 ± 5.0 mn | 144.0 ± 4.0 j | 153.4 ± 6.7 f | 365.5 ± 22.5 jk | 299.2 ± 14.9 g | 1087.3 ± 30.8 ef | 38.1 ± 1.0 c | 8.1 ± 0.3 n | nd | nd | nd | nd | 2223.1 ±29.3 i | |
Geomjeong 3 | 115.0 ± 4.3 mn | 24.4 ± 1.3 r | 68.6 ± 3.4 lm | 309.9 ± 19.4 lm | 267.9 ± 15.4 h | 655.6 ± 21.4 mn | 35.8 ± 1.1 d | nd | nd | tr | nd | tr | 1482.7 ± 11.7 p | |
Cheongja | 111.2 ± 4.6 no | 99.5 ± 2.8 lm | 89.5 ± 3.6 hi | 266.1 ± 14.9 op | 138.2 ± 7.0 lm | 642.9 ± 14.6 mn | nd | nd | nd | tr | nd | 0.7 ± 0.0 s | 2150.9 ±36.0 j |
Contents of Protein and Oil from Soybeans Categories in the Republic of Korea (%) 1 | |||||
---|---|---|---|---|---|
Bean Paste Soybeans | Protein | Oil | Bean Sprout Soybeans | Protein | Oil |
Shinpaldal 2 | 43.1 ± 2.7 ab | 21.2 ± 1.4 ab | Eunha | 44.0 ± 3.1 ab | 18.5 ± 1.6 jk |
Taekwang | 38.9 ± 3.0 hi | 21.9 ± 0.8 ab | Soho | 38.7 ± 2.4 jk | 20.8 ± 0.7 ab |
Samnam | 41.4 ± 2.4 bc | 20.2 ± 1.1 bc | Myeongjunamul | 38.2 ± 1.6 lm | 20.9 ± 0.9 ab |
Pokwang | 39.3 ± 1.9 gh | 20.5 ± 1.9 ab | Iksannamul | 40.9 ± 2.8 cd | 22.3 ± 1.5 a |
Dankyeong | 39.6 ± 2.1 fg | 21.0 ± 1.5 ab | Sobaegnamul | 40.1 ± 3.0 de | 20.0 ± 1.4 bc |
Jinpum 2 | 39.4 ± 2.6 kl | 19.5 ± 0.7 bc | Bukwang | 39.3 ± 1.5 de | 20.5 ± 1.7 ab |
Daewon | 41.1 ± 3.2 cd | 21.5 ± 2.0 ab | Anpyeong | 41.7 ± 1.8 cd | 20.0 ± 2.1 de |
Jangwon | 44.1 ± 2.7 ab | 19.5 ± 1.3 gh | Dagi | 38.9 ± 2.3 kl | 19.4 ± 0.6 hi |
Daehwang | 44.1 ± 2.9 ab | 18.8 ± 1.6 ij | Sorog | 42.6 ± 2.0 ab | 18.8 ± 1.5 gh |
Daemang | 41.9 ± 3.6 ab | 20.5 ± 0.9 ab | Sowon | 39.3 ± 2.9 ij | 20.8 ± 0.8 ab |
Malli | 39.8 ± 1.5 hi | 20.5 ± 1.2 ab | Sojin | 36.8 ± 1.7 m | 22.3 ± 1.2 a |
Vegetable soybeans | Protein | Oil | Cooked-with-rice soybeans | Protein | Oil |
Keunol | 44.6 ± 2.7 ab | 17.0 ± 0.8 n | Ilpumgeomjeong | 42.5 ± 3.0 ab | 21.0 ± 1.0 ab |
Seokryangput | 43.8 ± 1.8 ab | 20. 2± 0.6 bc | Geomjeong 2 | 40.9 ± 2.4 ab | 20.6 ± 0.7 ab |
Hwaeomput | 46.4 ± 2.2 ab | 18.0 ± 1.1 mn | Geomjeongol | 41.8 ± 3.3 bc | 19.3 ± 0.9 ef |
Hwasonput | 45.7 ± 2.5 ab | 18.2 ± 1.4 lm | Geomjeong 1 | 41.3 ± 2.7 de | 21.3 ± 1.ab |
Danmi | 43.1 ± 1.6 ab | 18.9 ± 1.0 fg | Geomjeongsaeol | 40.2 ± 1.9 ef | 20.1 ± 1.6 bc |
Shillog | 43.9 ± 2.4 ab | 19.0 ± 2.2 ef | Jinyul | 42.0 ± 2.1 ab | 19.5 ± 1.1 cd |
Seonnog | 44.8 ± 2.9 a | 19.6 ± 0.9 cd | Heugcheong | 40.4 ± 3.2 hi | 19.8 ± 0.7 bc |
Dajin | 46.6 ± 2.0 ab | 18.2 ± 1.6 kl | Seonheuk | 43.5 ± 2.6 ab | 20.9 ± 1.3 ab |
Cheongdu 1 | 43.6 ± 1.6 ab | 20.4 ± 1.9 bc | |||
Geomjeong 3 | 43.9 ± 1.3 ab | 18.6 ± 2.1 hi | |||
Cheongja | 41.7 ± 2.8 ab | 21.0 ± 1.4 ab |
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Cho, K.M.; Jeon, S.H.; Ko, E.J.; Park, D.H.; Jeong, Y.R.; Cho, D.Y.; Kim, J.H.; Lee, J.H. Multivariate Evaluation of Biofunctional Metabolites in Korean Soybean Cultivars by Use Categories: Assessment of Antioxidant and Enzyme Inhibition Activities. Antioxidants 2025, 14, 683. https://doi.org/10.3390/antiox14060683
Cho KM, Jeon SH, Ko EJ, Park DH, Jeong YR, Cho DY, Kim JH, Lee JH. Multivariate Evaluation of Biofunctional Metabolites in Korean Soybean Cultivars by Use Categories: Assessment of Antioxidant and Enzyme Inhibition Activities. Antioxidants. 2025; 14(6):683. https://doi.org/10.3390/antiox14060683
Chicago/Turabian StyleCho, Kye Man, Se Hyeon Jeon, Eun Jeong Ko, Dong Hyun Park, Ye Ri Jeong, Du Yong Cho, Jeong Ho Kim, and Jin Hwan Lee. 2025. "Multivariate Evaluation of Biofunctional Metabolites in Korean Soybean Cultivars by Use Categories: Assessment of Antioxidant and Enzyme Inhibition Activities" Antioxidants 14, no. 6: 683. https://doi.org/10.3390/antiox14060683
APA StyleCho, K. M., Jeon, S. H., Ko, E. J., Park, D. H., Jeong, Y. R., Cho, D. Y., Kim, J. H., & Lee, J. H. (2025). Multivariate Evaluation of Biofunctional Metabolites in Korean Soybean Cultivars by Use Categories: Assessment of Antioxidant and Enzyme Inhibition Activities. Antioxidants, 14(6), 683. https://doi.org/10.3390/antiox14060683