| Literature DB >> 35335271 |
Yibo Li1,2, Lingxiao Zhao3, Laiquan Shi1,2, Lingshang Lin1,2, Qinghe Cao3, Cunxu Wei1,2.
Abstract
Sweet potato is a root tuber crop and an important starch source. There are hundreds of sweet potato varieties planted widely in the world. Starches from varieties with different genotype types and originating from different countries have not been compared for their physicochemical properties. In the research, starches from 44 sweet potato varieties originating from 15 countries but planted in the same growing conditions were investigated for their physicochemical properties to reveal the similarities and differences in varieties. The results showed that the 44 starches had granule size (D[4,3]) from 8.01 to 15.30 μm. Starches had different iodine absorption properties with OD680 from 0.259 to 0.382 and OD620/550 from 1.142 to 1.237. The 44 starches had apparent amylose content from 19.2% to 29.2% and true amylose content from 14.2% to 20.2%. The starches exhibited A-, CA-, CC-, or CB-type X-ray diffraction patterns. The thermograms of 44 starches exhibited one-, two-, or three-peak curves, leading to a significantly different gelatinization temperature range from 13.1 to 29.2 °C. The significantly different starch properties divide the 44 sweet potato varieties into different groups due to their different genotype backgrounds. The research offers references for the utilization of sweet potato germplasm.Entities:
Keywords: crystalline structure; germplasm; starch; sweet potato; thermal properties
Mesh:
Substances:
Year: 2022 PMID: 35335271 PMCID: PMC8955034 DOI: 10.3390/molecules27061905
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.411
Figure 1Morphologies of starch granules under normal light and polarized light. Scale bar = 20 μm.
Granule size distribution of starches from 44 sweet potato varieties.
| Accession ID | d(0.2) (μm) | d(0.5) (μm) | d(0.8) (μm) | D[3,2] (μm) | D[4,3] (μm) |
|---|---|---|---|---|---|
| AO01 | 7.573 ± 0.002 mn | 12.817 ± 0.005 tu | 19.452 ± 0.005 γ | 6.226 ± 0.002 s | 13.464 ± 0.004 x |
| AR01 | 7.480 ± 0.002 lm | 10.881 ± 0.003 l | 14.967 ± 0.007 l | 5.986 ± 0.002 o | 11.023 ± 0.005 l |
| CB01 | 7.166 ± 0.002 j | 10.331 ± 0.003 i | 14.071 ± 0.003 h | 5.689 ± 0.002 ij | 10.383 ± 0.003 h |
| CG01 | 6.466 ± 0.001 f | 10.084 ± 0.001 h | 14.492 ± 0.002 i | 5.335 ± 0.001 f | 10.333 ± 0.001 gh |
| CN01 | 7.586 ± 0.020 mn | 10.911 ± 0.036 l | 14.808 ± 0.052 k | 5.732 ± 0.010 l | 10.941 ± 0.036 k |
| CN02 | 7.355 ± 0.003 k | 11.003 ± 0.004 m | 15.402 ± 0.007 m | 5.675 ± 0.003 i | 11.161 ± 0.005 m |
| CN03 | 6.762 ± 0.004 h | 11.099 ± 0.006 n | 16.654 ± 0.006 r | 5.920 ± 0.001 m | 11.648 ± 0.005 o |
| CN04 | 11.111 ± 0.002 z | 14.669 ± 0.001 β | 18.705 ± 0.000 z | 7.612 ± 0.001 ζ | 14.456 ± 0.001 γ |
| JP01 | 7.159 ± 0.001 j | 11.018 ± 0.004 m | 15.878 ± 0.010 o | 6.208 ± 0.003 rs | 11.399 ± 0.006 n |
| JP02 | 6.785 ± 0.003 h | 10.426 ± 0.006 j | 14.935 ± 0.009 l | 5.698 ± 0.002 jk | 10.727 ± 0.006 j |
| JP03 | 5.283 ± 0.003 a | 8.340 ± 0.005 b | 12.391 ± 0.009 e | 4.932 ± 0.003 c | 8.737 ± 0.007 d |
| JP04 | 6.398 ± 0.003 f | 9.227 ± 0.003 f | 12.460 ± 0.003 e | 5.039 ± 0.001 d | 9.185 ± 0.002 e |
| JP05 | 10.568 ± 0.002 y | 14.811 ± 0.003 γ | 19.935 ± 0.005 δ | 7.681 ± 0.001 η | 14.929 ± 0.003 δ |
| JP06 | 8.966 ± 0.001 u | 13.578 ± 0.002 x | 19.356 ± 0.004 γ | 6.946 ± 0.001 z | 13.997 ± 0.003 z |
| JP07 | 7.504 ± 0.001 m | 12.269 ± 0.003 r | 18.221 ± 0.006 x | 6.052 ± 0.001 p | 12.746 ± 0.004 t |
| JP08 | 10.271 ± 0.003 x | 13.945 ± 0.005 z | 18.245 ± 0.008 x | 7.344 ± 0.003 δ | 13.890 ± 0.006 y |
| JP09 | 7.187 ± 0.070 j | 9.931 ± 0.130 g | 13.066 ± 0.167 g | 5.718 ± 0.038 kl | 9.862 ± 0.120 f |
| JP10 | 7.297 ± 0.002 k | 10.948 ± 0.003 lm | 15.379 ± 0.004 m | 5.945 ± 0.002 n | 11.150 ± 0.003 m |
| JP11 | 6.017 ± 0.005 d | 8.651 ± 0.006 d | 11.652 ± 0.009 c | 4.924 ± 0.004 c | 8.623 ± 0.007 c |
| JP12 | 8.211 ± 0.004 r | 12.410 ± 0.003 s | 17.660 ± 0.001 v | 6.764 ± 0.001 x | 12.790 ± 0.002 t |
| JP13 | 5.207 ± 0.021 a | 8.012 ± 0.031 a | 11.189 ± 0.108 a | 3.866 ± 0.011 a | 8.013 ± 0.051 a |
| JP14 | 8.795 ± 0.004 t | 12.749 ± 0.007 t | 17.508 ± 0.012 u | 6.746 ± 0.002 x | 12.922 ± 0.008 u |
| JP15 | 6.978 ± 0.004 i | 10.518 ± 0.006 k | 14.773 ± 0.011 k | 5.551 ± 0.003 h | 10.691 ± 0.008 ij |
| MA01 | 5.855 ± 0.002 c | 8.992 ± 0.005 e | 12.772 ± 0.010 f | 5.083 ± 0.002 e | 9.176 ± 0.006 e |
| ML01 | 7.974 ± 0.004 p | 12.117 ± 0.009 q | 17.128 ± 0.015 s | 6.210 ± 0.003 rs | 12.360 ± 0.010 r |
| MY01 | 9.431 ± 0.004 w | 13.803 ± 0.007 y | 19.183 ± 0.013 β | 7.513 ± 0.002 ε | 14.113 ± 0.009 α |
| NG01 | 7.663 ± 0.005 no | 12.449 ± 0.011 s | 18.598 ± 0.023 y | 6.331 ± 0.004 t | 13.037 ± 0.015 v |
| PE01 | 9.132 ± 0.252 v | 14.378 ± 0.123 α | 20.965 ± 0.166 ζ | 6.968 ± 0.040 α | 14.901 ± 0.016 δ |
| PE02 | 9.038 ± 0.001 uv | 12.832 ± 0.001 u | 17.368 ± 0.002 t | 7.002 ± 0.001 β | 12.955 ± 0.001 u |
| PE03 | 7.392 ± 0.002 kl | 11.090 ± 0.003 n | 15.682 ± 0.003 n | 6.194 ± 0.002 r | 11.391 ± 0.003 n |
| PE04 | 8.187 ± 0.005 qr | 11.730 ± 0.006 p | 15.961 ± 0.007 o | 6.481 ± 0.003 u | 11.857 ± 0.006 q |
| PE05 | 6.663 ± 0.010 g | 10.426 ± 0.013 j | 14.943 ± 0.017 l | 5.470 ± 0.004 g | 10.643 ± 0.013 i |
| PE06 | 5.732 ± 0.002 b | 8.491 ± 0.005 c | 11.799 ± 0.010 d | 4.943 ± 0.003 c | 8.606 ± 0.006 c |
| PH01 | 8.325 ± 0.006 s | 14.328 ± 0.011 α | 22.233 ± 0.011 η | 6.841 ± 0.002 y | 15.296 ± 0.007 ε |
| PH02 | 7.930 ± 0.005 p | 12.871 ± 0.007 u | 19.051 ± 0.008 α | 6.594 ± 0.002 w | 13.409 ± 0.007 x |
| TH01 | 7.754 ± 0.003 o | 11.517 ± 0.005 o | 16.121 ± 0.007 p | 6.313 ± 0.003 t | 11.747 ± 0.005 p |
| TZ01 | 8.105 ± 0.005 q | 13.467 ± 0.008 w | 20.448 ± 0.012 ε | 6.506 ± 0.004 v | 14.211 ± 0.008 β |
| US01 | 5.797 ± 0.002 bc | 8.460 ± 0.003 c | 11.488 ± 0.003 b | 4.682 ± 0.002 b | 8.417 ± 0.002 b |
| US02 | 8.318 ± 0.003 s | 12.302 ± 0.004 r | 17.192 ± 0.009 s | 6.846 ± 0.002 y | 12.583 ± 0.006 s |
| US03 | 7.479 ± 0.003 lm | 12.132 ± 0.008 q | 17.856 ± 0.017 w | 6.124 ± 0.004 q | 12.555 ± 0.011 s |
| US04 | 6.576 ± 0.004 g | 10.584 ± 0.008 k | 15.694 ± 0.014 n | 5.707 ± 0.004 jk | 11.045 ± 0.009 l |
| US05 | 7.362 ± 0.003 k | 11.482 ± 0.006 o | 16.521 ± 0.008 q | 5.929 ± 0.003 mn | 11.792 ± 0.006 p |
| US06 | 9.025 ± 0.001 u | 13.153 ± 0.004 v | 18.263 ± 0.010 x | 7.169 ± 0.001 γ | 13.452 ± 0.006 x |
| US07 | 6.203 ± 0.002 e | 9.900 ± 0.002 g | 14.609 ± 0.002 j | 5.556 ± 0.001 h | 10.321 ± 0.002 g |
| Sig. | 0.322 | 0.410 | 0.671 | 0.849 | 0.422 |
The d(0.2), d(0.5), and d(0.8) are the granule size at which 20%, 50%, and 80% of all the granules by volume are smaller. The D[3,2] and D[4,3] are the surface- and volume-weighted mean diameter, respectively. Sig.: the significance of normal distribution of the 44 samples by Shapiro–Wilk test. Data are means ± standard deviations, n = 3. The values with different letters in the same column are significantly different (p < 0.05).
Iodine absorption parameters and amylose contents of starches.
| Accession ID | OD680 | OD620/550 | AAC (%) | TAC (%) | ΔAC (%) |
|---|---|---|---|---|---|
| AO01 | 0.307 ± 0.004 ghijk | 1.164 ± 0.026 abcdefg | 25.6 ± 0.8 ijk | 17.4 ± 0.7 efghi | 8.2 |
| AR01 | 0.324 ± 0.006 klmno | 1.222 ± 0.023 gh | 26.5 ± 0.7 jklm | 17.4 ± 0.2 efghi | 9.1 |
| CB01 | 0.281 ± 0.007 bcd | 1.192 ± 0.004 abcdefgh | 22.2 ± 0.7 cd | 16.4 ± 0.1 cdefgh | 5.8 |
| CG01 | 0.329 ± 0.011 no | 1.157 ± 0.003 abcd | 28.2 ± 0.9 mno | 17.7 ± 0.4 fghi | 10.5 |
| CN01 | 0.300 ± 0.007 efghi | 1.155 ± 0.001 abc | 24.9 ± 0.6 fghij | 17.1 ± 0.2 efghi | 7.8 |
| CN02 | 0.306 ± 0.007 ghijk | 1.160 ± 0.012 abcde | 25.7 ± 0.8 ijkl | 18.2 ± 0.4 hij | 7.5 |
| CN03 | 0.308 ± 0.002 ghijkl | 1.208 ± 0.011 cdefgh | 21.8 ± 0.2 bcd | 14.7 ± 0.3 abc | 7.1 |
| CN04 | 0.295 ± 0.005 defghi | 1.186 ± 0.017 abcdefgh | 23.6 ± 0.5 defgh | 15.7 ± 0.6 abcde | 7.9 |
| JP01 | 0.303 ± 0.004 fghij | 1.183 ± 0.004 abcdefgh | 24.5 ± 0.6 efghi | 17.2 ± 0.4 efghi | 7.3 |
| JP02 | 0.294 ± 0.004 defghi | 1.191 ± 0.007 abcdefgh | 23.5 ± 0.2 defgh | 16.6 ± 0.5 defgh | 6.9 |
| JP03 | 0.291 ± 0.005 cdefgh | 1.218 ± 0.019 efgh | 23.2 ± 0.7 cdef | 17.7 ± 0.3 fghi | 5.5 |
| JP04 | 0.336 ± 0.003 o | 1.185 ± 0.011 abcdefgh | 28.3 ± 0.4 mno | 17.7 ± 0.3 fghi | 10.6 |
| JP05 | 0.299 ± 0.007 defghi | 1.237 ± 0.028 h | 23.4 ± 0.9 cdefgh | 17.1 ± 0.9 efghi | 6.3 |
| JP06 | 0.327 ± 0.007 mno | 1.158 ± 0.015 abcd | 27.9 ± 0.6 mno | 16.1 ± 0.3 bcdefg | 11.8 |
| JP07 | 0.337 ± 0.003 o | 1.186 ± 0.001 abcdefgh | 28.5 ± 0.2 no | 17.2 ± 0.5 efghi | 11.3 |
| JP08 | 0.304 ± 0.001 ghij | 1.174 ± 0.012 abcdefg | 25.0 ± 0.4 fghij | 16.4 ± 0.1 cdefgh | 8.6 |
| JP09 | 0.312 ± 0.007 ijklmn | 1.200 ± 0.006 abcdefgh | 25.5 ± 0.9 ijk | 17.1 ± 0.2 efghi | 8.4 |
| JP10 | 0.304 ± 0.009 ghij | 1.167 ± 0.016 abcdefg | 25.2 ± 1.1 ghij | 20.2 ± 0.9 k | 5.0 |
| JP11 | 0.291 ± 0.006 cdefgh | 1.181 ± 0.002 abcdefgh | 23.4 ± 0.5 cdefgh | 17.6 ± 0.4 efghi | 5.8 |
| JP12 | 0.260 ± 0.005 a | 1.209 ± 0.015 cdefgh | 19.3 ± 0.5 a | 15.0 ± 0.5 abcd | 4.3 |
| JP13 | 0.282 ± 0.003 bcde | 1.189 ± 0.025 abcdefgh | 22.3 ± 0.7 cd | 16.7 ± 0.7 defgh | 5.6 |
| JP14 | 0.326 ± 0.002 mno | 1.169 ± 0.019 abcdefg | 28.3 ± 0.2 nmo | 19.7 ± 0.4 jk | 8.6 |
| JP15 | 0.310 ± 0.008 hijklm | 1.161 ± 0.015 abcdef | 25.8 ± 0.8 ijkl | 17.2 ± 0.3 efghi | 8.6 |
| MA01 | 0.319 ± 0.008 jklmno | 1.192 ± 0.014 abcdefgh | 22.9 ± 0.8 cde | 17.4 ± 0.8 efghi | 5.5 |
| ML01 | 0.303 ± 0.003 fghij | 1.160 ± 0.014 abcde | 25.4 ± 0.5 hijk | 17.4 ± 0.0 efghi | 8.0 |
| MY01 | 0.323 ± 0.008 klmno | 1.142 ± 0.006 a | 27.8 ± 0.4 mno | 18.3 ± 0.6 hij | 9.5 |
| NG01 | 0.325 ± 0.005 lmno | 1.179 ± 0.014 abcdefgh | 27.4 ± 0.6 lmno | 17.8 ± 0.6 fghi | 9.6 |
| PE01 | 0.382 ± 0.013 p | 1.146 ± 0.015 ab | 29.2 ± 1.3 o | 17.7 ± 0.7 fghi | 11.5 |
| PE02 | 0.284 ± 0.008 bcdef | 1.197 ± 0.028 abcdefgh | 22.1 ± 0.7 cd | 14.5 ± 0.3 ab | 7.6 |
| PE03 | 0.281 ± 0.002 bcd | 1.206 ± 0.011 cdefgh | 21.7 ± 0.3 bcd | 16.1 ± 0.6 bcdefg | 5.6 |
| PE04 | 0.259 ± 0.010 a | 1.212 ± 0.021 cdefgh | 19.2 ± 0.9 a | 15.2 ± 0.1 abcd | 4.0 |
| PE05 | 0.296 ± 0.009 defghi | 1.158 ± 0.011 abcd | 24.4 ± 0.8 efghi | 16.0 ± 0.9 bcdef | 8.4 |
| PE06 | 0.303 ± 0.006 fghij | 1.160 ± 0.010 abcde | 25.0 ± 0.6 fghij | 14.2 ± 0.1 a | 10.8 |
| PH01 | 0.331 ± 0.002 o | 1.180 ± 0.010 abcdefgh | 27.8 ± 0.2 mno | 17.7 ± 0.3 fghi | 10.1 |
| PH02 | 0.303 ± 0.007 fghij | 1.190 ± 0.003 abcdefgh | 24.3 ± 0.5 efghi | 16.5 ± 0.7 cdefgh | 7.8 |
| TH01 | 0.299 ± 0.003 defghi | 1.193 ± 0.038 abcdefgh | 24.3 ± 0.2 efghi | 18.0 ± 0.2 ghij | 6.3 |
| TZ01 | 0.320 ± 0.007 jklmno | 1.162 ± 0.044 abcdef | 27.2 ± 0.5 klmn | 17.9 ± 0.1 fghi | 9.3 |
| US01 | 0.298 ± 0.002 defghi | 1.177 ± 0.010 abcdefg | 24.4 ± 0.2 efghi | 18.2 ± 0.4 hij | 6.2 |
| US02 | 0.311 ± 0.003 ijklm | 1.205 ± 0.010 bcdefgh | 25.3 ± 0.3 ghijk | 18.7 ± 0.2 ijk | 6.6 |
| US03 | 0.274 ± 0.008 abc | 1.220 ± 0.018 fgh | 21.5 ± 1.0 bc | 16.2 ± 0.1 bcdefg | 5.3 |
| US04 | 0.270 ± 0.003 ab | 1.203 ± 0.018 bcdefgh | 20.2 ± 0.3 ab | 15.2 ± 0.7 abcd | 5.0 |
| US05 | 0.331 ± 0.007 o | 1.178 ± 0.010 abcdefg | 27.8 ± 0.9 mno | 17.7 ± 0.4 fghi | 10.1 |
| US06 | 0.294 ± 0.003 defghi | 1.215 ± 0.026 defgh | 23.4 ± 0.1 cdefg | 16.6 ± 0.2 defgh | 6.8 |
| US07 | 0.290 ± 0.006 cdefg | 1.193 ± 0.039 abcdefgh | 23.4 ± 0.8 cdefg | 17.5 ± 0.3 efghi | 5.9 |
| Sig. | 0.094 | 0.588 | 0.306 | 0.171 | 0.336 |
AAC: apparent amylose content; TAC: true amylose content; ΔAC: the difference between AAC and TAC (AAC–TAC); Sig.: the significance of normal distribution of the 44 samples by Shapiro–Wilk test. Data are means ± standard deviations, n = 3. The values with different letters in the same column are significantly different (p < 0.05).
Figure 2Hierarchical cluster analysis of 44 sweet potato varieties based on OD680, OD620/550, AAC, and TAC in Table 2.
Figure 3XRD patterns of starches from different sweet potato varieties. The relative crystallinity (RC) is given in the parenthesis after accession ID.
Figure 4DSC thermograms of starches from different sweet potato varieties.
Thermal property parameters of starches.
| Accession ID | To (°C) | Tp (°C) | Tc (°C) | ΔT (°C) | ΔH (J/g) |
|---|---|---|---|---|---|
| AO01 | 57.4 ± 0.6 fgh | 71.6 ± 0.1 klm | 82.7 ± 0.6 jklmn | 25.3 ± 1.2 klmnop | 13.6 ± 0.1 bcdefghijk |
| AR01 | 59.8 ± 0.6 jklm | 71.8 ± 0.4 lmn | 82.9 ± 0.0 jklmno | 23.2 ± 0.6 ghijklm | 14.3 ± 0.0 fghijklm |
| CB01 | 56.7 ± 0.5 def | 76.5 ± 0.4 vw | 84.5 ± 0.3 nopqr | 27.9 ± 0.2 qr | 14.2 ± 0.3 efghijklm |
| CG01 | 57.3 ± 0.3 efg | 70.5 ± 0.6 ij | 84.2 ± 1.0 mnopqr | 26.9 ± 0.7 opqr | 13.8 ± 0.0 cdefghijkl |
| CN01 | 64.2 ± 0.2 qr | 75.3 ± 0.3 tu | 85.4 ± 0.4 pqrst | 21.3 ± 0.2 cdefgh | 16.9 ± 0.5 o |
| CN02 | 64.0 ± 0.0 pqr | 73.6 ± 0.1 pqr | 84.8 ± 0.4 opqr | 20.8 ± 0.4 cdefg | 16.8 ± 0.5 o |
| CN03 | 54.4 ± 0.2 bc | 65.8 ± 0.7 d | 76.6 ± 1.2 ab | 22.2 ± 1.0 efghi | 12.6 ± 0.3 bcd |
| CN04 | 58.0 ± 0.1 fghi | 70.2 ± 0.0 ij | 80.4 ± 0.1 defgh | 22.5 ± 0.1 efghi | 14.7 ± 0.0 ijklm |
| JP01 | 58.3 ± 0.1 fghij | 70.5 ± 0.1 ij | 81.5 ± 0.4 efghij | 23.3 ± 0.5 ghijklm | 13.0 ± 0.2 bcdefg |
| JP02 | 58.7 ± 0.0 ghijk | 70.6 ± 0.6 ijk | 80.0 ± 0.4 defg | 21.3 ± 0.4 cdefgh | 14.7 ± 0.2 hijklm |
| JP03 | 59.6 ± 0.0 ijkl | 72.9 ± 0.1 op | 82.4 ± 0.8 ijklm | 22.8 ± 0.8 fghijk | 13.7 ± 0.1 cdefghijkl |
| JP04 | 55.6 ± 1.5 cd | 69.9 ± 0.1 hij | 81.7 ± 1.7 fghijk | 26.2 ± 2.2 nopq | 15.0 ± 0.6 jklmn |
| JP05 | 54.3 ± 0.1 bc | 65.7 ± 0.1 d | 75.7 ± 1.1 ab | 21.4 ± 1.2 cdefgh | 12.3 ± 0.0 bc |
| JP06 | 62.4 ± 0.2 no | 72.6 ± 0.1 mno | 80.3 ± 0.3 defgh | 18.0 ± 0.5 b | 14.9 ± 0.3 jklmn |
| JP07 | 61.0 ± 0.4 lmn | 66.8 ± 0.1 e | 79.7 ± 0.1 de | 18.7 ± 0.3 bc | 14.7 ± 0.3 hijklm |
| JP08 | 58.1 ± 0.0 fghij | 69.1 ± 0.1 gh | 80.5 ± 0.5 defghi | 22.4 ± 0.5 efghi | 14.6 ± 0.1 hijklm |
| JP09 | 62.6 ± 0.2 nopq | 68.0 ± 0.1 f | 82.0 ± 0.0 hijkl | 19.5 ± 0.2 bcd | 15.3 ± 0.2 mn |
| JP10 | 59.1 ± 0.1 hijk | 72.1 ± 0.1 mno | 86.1 ± 0.1 rst | 27.0 ± 0.0 pqr | 14.6 ± 0.3 hijklm |
| JP11 | 58.8 ± 0.1 ghijk | 70.8 ± 0.1 jkl | 84.2 ± 0.0 mnopqr | 25.4 ± 0.1 lmnopq | 14.1 ± 0.6 efghijklm |
| JP12 | 52.2 ± 0.3 a | 68.8 ± 0.1 fg | 80.1 ± 0.1 defgh | 27.9 ± 0.1 qr | 10.7 ± 0.5 a |
| JP13 | 57.5 ± 0.0 fgh | 77.1 ± 0.2 wx | 86.7 ± 0.0 st | 29.2 ± 0.0 r | 14.2 ± 0.6 fghijklm |
| JP14 | 73.8 ± 0.0 s | 80.0 ± 0.0 y | 86.9 ± 0.1 t | 13.1 ± 0.1 a | 16.2 ± 0.1 no |
| JP15 | 62.5 ± 0.7 nop | 74.1 ± 0.0 rs | 83.1 ± 0.1 jklmno | 20.6 ± 0.8 cdefg | 14.3 ± 0.1 fghijklm |
| MA01 | 56.8 ± 0.4 def | 63.9 ± 0.1 c | 78.8 ± 0.4 cd | 22.1 ± 0.1 defghi | 12.7 ± 0.0 bcde |
| ML01 | 64.1 ± 1.1 pqr | 76.7 ± 0.3 vwx | 83.6 ± 0.6 klmnop | 19.5 ± 1.8 bcd | 14.1 ± 0.7 efghijklm |
| MY01 | 64.4 ± 1.2 r | 76.8 ± 0.0 vwx | 84.9 ± 0.1 opqrs | 20.5 ± 1.1 cdefg | 15.0 ± 0.7 jklmn |
| NG01 | 59.1 ± 0.0 hijk | 69.9 ± 0.1 hij | 79.3 ± 0.2 d | 20.2 ± 0.2 bcdef | 14.0 ± 0.2 defghijklm |
| PE01 | 60.3 ± 0.0 klm | 72.5 ± 0.4 mno | 84.7 ± 0.6 opqr | 24.4 ± 0.6 ijklmno | 14.7 ± 0.2 hijklm |
| PE02 | 53.3 ± 0.3 ab | 59.9 ± 0.2 a | 75.3 ± 0.1 a | 22.0 ± 0.2 defghi | 13.0 ± 0.3 bcdefg |
| PE03 | 53.9 ± 0.0 b | 61.4 ± 0.1 b | 76.5 ± 0.8 ab | 22.6 ± 0.8 efghij | 12.8 ± 0.2 bcde |
| PE04 | 54.6 ± 0.5 bc | 65.0 ± 0.0 d | 77.4 ± 0.6 bc | 22.9 ± 0.1 fghijkl | 12.3 ± 0.1 b |
| PE05 | 55.8 ± 0.1 cde | 67.9 ± 0.3 f | 81.8 ± 0.3 fghijk | 26.1 ± 0.4 nopq | 13.3 ± 0.1 bcdefghi |
| PE06 | 54.8 ± 0.3 bc | 59.7 ± 0.7 a | 77.2 ± 0.2 bc | 22.4 ± 0.1 efghi | 12.9 ± 0.7 bcdef |
| PH01 | 63.8 ± 0.2 opqr | 75.0 ± 0.1 st | 83.6 ± 0.2 klmnop | 19.8 ± 0.0 bcde | 14.9 ± 0.5 jklmn |
| PH02 | 57.8 ± 0.1 fgh | 69.6 ± 0.4 ghi | 78.8 ± 0.1 cd | 21.0 ± 0.0 cdefg | 13.2 ± 0.1 bcdefgh |
| TH01 | 61.0 ± 0.2 lmn | 77.5 ± 0.0 x | 84.9 ± 0.1 opqrs | 23.9 ± 0.3 hijklmn | 15.1 ± 0.5 klmn |
| TZ01 | 56.6 ± 0.1 def | 76.0 ± 0.0 uv | 84.0 ± 0.4 lmnopq | 27.4 ± 0.5 pqr | 13.5 ± 0.1 bcdefghij |
| US01 | 60.2 ± 0.1 klm | 71.8 ± 0.4 lmn | 85.3 ± 0.6 pqrst | 25.1 ± 0.6 jklmnop | 14.9 ± 0.1 jklmn |
| US02 | 59.0 ± 1.0 ghijk | 71.6 ± 0.7 klmn | 80.6 ± 0.1 defghi | 21.6 ± 1.1 defgh | 13.7 ± 0.3 cdefghijk |
| US03 | 60.3 ± 0.1 klm | 74.0 ± 0.3 qrs | 85.8 ± 0.8 qrst | 25.5 ± 0.9 mnopq | 14.4 ± 0.3 ghijklm |
| US04 | 57.9 ± 0.1 fghi | 69.9 ± 0.1 hij | 79.9 ± 0.1 def | 22.0 ± 0.1 defghi | 14.9 ± 0.3 jklmn |
| US05 | 60.0 ± 0.1 klm | 73.1 ± 0.1 opq | 81.9 ± 0.3 ghijk | 21.9 ± 0.1 defghi | 15.2 ± 0.5 lmn |
| US06 | 61.4 ± 0.7 mn | 74.5 ± 0.4 rst | 83.6 ± 0.1 klmnop | 22.2 ± 0.8 defghi | 14.3 ± 0.9 fghijklm |
| US07 | 59.5 ± 0.0 ijkl | 72.7 ± 0.4 nop | 82.0 ± 0.3 hijkl | 22.5 ± 0.3 efghi | 14.2 ± 0.5 efghijklm |
| Sig. | 0.009 | 0.180 | 0.189 | 0.128 | 0.224 |
To, Tp and Tc: onset, peak, and conclusion temperature of gelatinization, respectively; ΔT and ΔH: gelatinization temperature range and enthalpy, respectively; Sig.: the significance of normal distribution of the 44 samples by Shapiro–Wilk test. Data are means ± standard deviations, n = 3. The values with different letters in the same column are significantly different (p < 0.05).
Figure 5Hierarchical cluster analysis of the 44 sweet potato varieties based on Tp, Tc, ΔT, and ΔH in Table 3.
Correlation coefficients between starch property parameters.
| D[4,3] | OD680 | OD620/550 | AAC | TAC | RC | Tp | Tc | |
|---|---|---|---|---|---|---|---|---|
| OD680 | 0.273 | |||||||
| OD620/550 | −0.066 | −0.501 ** | ||||||
| AAC | 0.251 | 0.908 ** | −0.619 ** | |||||
| TAC | 0.006 | 0.483 ** | −0.304 * | 0.593 ** | ||||
| RC | −0.036 | 0.164 | −0.106 | 0.187 | 0.583 ** | |||
| Tp | 0.122 | 0.183 | −0.300 * | 0.343 * | 0.602 ** | 0.625 ** | ||
| Tc | −0.144 | 0.201 | −0.416 ** | 0.354 * | 0.646 ** | 0.632 ** | 0.858 ** | |
| ΔT | −0.327 * | −0.289 | 0.070 | −0.323 * | −0.113 | 0.018 | −0.015 | 0.205 |
| ΔH | −0.029 | 0.372 * | −0.423 ** | 0.522 ** | 0.498 ** | 0.338 * | 0.590 ** | 0.623 ** |
The analysis is based on property parameters with the significance of normal distribution over 0.05. The RC is relative crystallinity, and its significance of normal distribution is 0.067. The other abbreviations and their normal distributions are listed in Table 1, Table 2 and Table 3. * and ** indicate the significance at the p < 0.05 and p < 0.01 levels, respectively.
Figure 6Hierarchical cluster analysis of the 44 sweet potato varieties based on D[4,3], OD680, OD620/550, AAC, TAC, RC, Tp, Tc, ΔT, and ΔH in Table 4.
List of sweet potato accessions used in this study.
| Accession ID | Origin Accession ID in China | Accession Name without Origin Accession ID | Original Area |
|---|---|---|---|
| AO01 | Angola | Angola | |
| AR01 | SY00332 | Argentina | |
| CB01 | Cambodia 1 | Cambodia | |
| CG01 | Congo 2 | Congo | |
| CN01 | SY00018 | China | |
| CN02 | SY00019 | China | |
| CN03 | SY00192 | China | |
| CN04 | SY00215 | China | |
| JP01 | SY00075 | Japan | |
| JP02 | SY00081 | Japan | |
| JP03 | SY00083 | Japan | |
| JP04 | SY00087 | Japan | |
| JP05 | SY00145 | Japan | |
| JP06 | SY00147 | Japan | |
| JP07 | SY00148 | Japan | |
| JP08 | SY00159 | Japan | |
| JP09 | SY00369 | Japan | |
| JP10 | Ayamurasaki | Japan | |
| JP11 | Hongyao 2 | Japan | |
| JP12 | Hongyou | Japan | |
| JP13 | Japanese Black | Japan | |
| JP14 | Kokei 14 | Japan | |
| JP15 | Okinawa 100 | Japan | |
| MA01 | SY00089 | Morocco | |
| ML01 | SY00091 | Mali | |
| MY01 | SY00130 | Malaysia | |
| NG01 | SY00219 | Nigeria | |
| PE01 | SY00175 | Peru | |
| PE02 | SY00183 | Peru | |
| PE03 | SY00190 | Peru | |
| PE04 | SY00283 | Peru | |
| PE05 | Peru 1 | Peru | |
| PE06 | Peru 384 | Peru | |
| PH01 | SY00114 | Philippines | |
| PH02 | SY00118 | Philippines | |
| TH01 | Taizi 1506 | Thailand | |
| TZ01 | Tanzania | Tanzania | |
| US01 | SY00001 | United States | |
| US02 | SY00003 | United States | |
| US03 | SY00004 | United States | |
| US04 | SY00006 | United States | |
| US05 | SY00014 | United States | |
| US06 | SY00025 | United States | |
| US07 | SY00277 | United States |
The climatic data of Xuzhou city in 2020.
| Month | Average Low Temperature (°C) | Average High Temperature (°C) | Total Rainfall (mm) |
|---|---|---|---|
| Apr | 10 ± 4 | 21 ± 4 | 16 |
| May | 18 ± 3 | 27 ± 5 | 36 |
| Jun | 22 ± 2 | 30 ± 4 | 340 |
| Jul | 22 ± 2 | 29 ± 3 | 359 |
| Aug | 25 ± 2 | 32 ± 3 | 72 |
| Sep | 19 ± 2 | 29 ± 3 | 2 |
| Oct | 11 ± 4 | 20 ± 2 | 18 |