Abstract
The present study examined the diversification and relationship among grain, flour and starch characteristics of thirty eight differently coloured corn accessions. The differences among accessions were more pronounced due to heterogeneity in genetic traits than color. Colour properties were positively related with phenolics and antioxidant activity. K, Ca, Zn, Mg, Na, Cu, Fe and Mn were the prominent minerals present in accessions. Accumulation of 10 polypeptides, ranging from 10 to 95 kDa was also evaluated. HPLC analysis showed the presence of gallic acid, Catechin, caeffic acid, chlorogenic acid, protocatechuic acid, p-coumaric acid, vanillic acid, quercetin, sinapic acid, ferulic acid, reservatrol and luteolin in flours. Accessions had higher proportions of amino acids, citrulline, arginine, GABA, phenylalanine, isoleucine, tyrosine, threonine, glycine. Starch granules with different particle size showed angular structure. Final viscosity, set back viscosity and crystallinity positively related to amylose content of starch. Starches with A-type crystalline pattern showed variability in thermal properties. The results of this study showed significant relationship between DPPH and total phenolic content, thermal properties, amylose content and crystallinity among various corn germplasm. These will be helpful for selection of appropriate accessions having required characteristics not only for food applications but also for non-food ones.
Electronic supplementary material
The online version of this article (10.1007/s13197-020-04412-7) contains supplementary material, which is available to authorized users.
Keywords: Corn accessions, Amino acids, Protein profile, Polyphenols, Differential scanning calorimetry (DSC), Minerals
Introduction
Corn/Maize (Zea mays) is world’s highest growing cereal crop and consumed globally next to rice and wheat. It’s utility as a food and feed resources make it acceptable for consumption. The composition of corn includes starch (70–75%), protein (8–10%), lipid (4–5%), sugar (1–3%) and ash (1–4%) (Narpinder et al. 2014). Corn has physicochemical characteristics that include having large content of starch, low α-gliadin fraction in protein, lipids, flavonoids and microelements which make it vital source of human consumption (Wojtowicz et al. 2013). Phytochemical compounds may act as nutraceutical in the form of enzymes, antioxidants and its cofactors and therefore having health benefits in promoting effects such as anticarcinogenic and vasodilatory effects (H€ansch and Mendel 2009). Phytosterols present in it, help in reducing the cholesterol levels and can be utilized for manufacturing of various food items of domestic and industrial use such as flour, tortilla, snacks, porridge, gruel, beverages and corn flakes (Bello-Pérez et al. 2015). The pigmented corn (mainly blue) has received the most interest for the development due to the presence of phenolic compounds prominently anthocyanins (Del Pozo-Insfran et al. 2006). The three classes in which it can be categorized are: (1) high amylose corn containing higher amylose content between 40 and 70%; (2) waxy corn with 100% amylopectin; and (3) sugary corn containing higher level of sucrose with low starch content (Nelson and Pan 1995). On the basis of different proportions of horny (vitreous) and floury endosperm corn has classified into different types viz. dent, flint, floury, waxy, popcorn and sweet corn (Knott et al. 1995). Gluten free products are being developed for the population suffering from coeliac disease as they cannot tolerate some peptides found in wheat, rye and barley (de la Hera et al. 2013). The characteristic feature of corn amylose such as resistant starch content has many health benefits while other properties; degree of polymerization, film formation characteristics supports it in the formation of biodegradable films and electronic chips (Guan et al. 2011). Although corn is widely grown and researched in India, yet the analyses of grain, flour and starches of Himalayan corn genetic pool needs further exploration. In particular, the relationship between various corn germplasm will be helpful by selection of appropriate accession having required characteristics not only for food applications but also for non food ones. Therefore, this investigation was done to characterise the corn accessions grown in India Himalayan based on their physicochemical, thermal, pasting, polyphenolic, amino acid profile and morphological properties of grain, flour and starch.
Materials and methods
Materials
Germplasm of Thirty eight (38) corn accessions varying in color i.e. yellow (IC-347386, IC-427129, IC-397828, IC-397956, IC-397957, IC-397958, IC-361709, IC-362129, IC-362130, IC-361726, IC-447627, IC-447645, IC-447646, IC-447641, IC-447648) white (IC-447511, IC-447638, IC-447632, IC-447660, IC-447639, IC-447328, IC-550370, IC-550365, IC-447626, IC-447501, IC-447509, IC-361712, IC-361714, IC-447632, IC-361719) and purple (IC-361727, IC-447636, IC-447648, IC-447649, IC-447667, IC-447647, IC-447643, IC-447644) were procured from NBPGR, Regional Station, Pagli, Shimla (India) and were harvest of 2012–2013.
Grain color
Color characteristics (L*, a* and b*) of corn grains from various accessions were measured using a colorimeter (Hunter Labs, USA) as described by Trehan et al. (2018).
Flour characteristics
Physicochemical and pasting properties of flours
50 g of grains of different corn accessions were ground to pass through sieve no. 72 (BSS) in order to get uniform particle sized flour that was kept in airtight PET jars for future analyses. Flours were examined for proximate composition using the AOAC standard methods (1990). Pasting properties of the flour were ascertained by the method adopted by Trehan et al. (2018).
Total phenolic content and antioxidant activity of flours
Total phenolic content (TPC) and antioxidant activity was determined as described earlier (Trehan et al. 2018) with minor changes. The results obtained were described as μg GAE/g and μM trolox/mg, respectively.
Mineral composition
Mineral content of flours was examined with the help of an Atomic Absorption Spectrometer (Agilent Technologies) as described earlier (Ghumman et al. 2017).
Amino acid (AA) determination
The amino acids (AAs) were characterized using the method described in our previous report (Ghumman et al. 2017).
SDS-PAGE analysis
Total proteins present in corn flour (milled whole grain) were separated and SDS-PAGE analyses were performed as described earlier by Thakur et al. (2015).
HPLC analysis of flours
Extraction of phenolics was done from defatted twice with hexane. HPLC analysis of corn accessions as described earlier by Thakur et al. (2017). The identification and quantification of phenolic compounds was done by comparison of the retention time with a known standard. The calibration curve equations, coefficient of determination of linearity, limits of detection and quantitation obtained for different polyphenols are provided in (Supplementary Table S2).
Starch characteristics
Physicochemical characteristics of starch
Starches from selected corn accessions were obtained as described earlier by Thakur et al. (2015). Amylose content and Blue value of corn starch was measured using the method described by Thakur et al. (2015). The iodine-absorption spectra (λmax) were ascertained by determining the maximum absorbing wavelength in the visible region.
Granule size distribution and morphology
Morphological characteristics of corn starch were studied using scanning electron microscope (ZEISS, Germany) using methodology of Bajaj et al. (2018). Granule size of starch was detemined using particle size analyzer, (Microtrac S3500 Ins. Ltd., USA).
X-ray diffraction (XRD), Fourier transform infra-red (FTIR) spectroscopy
X-ray diffractograms of fully saturated (100% RH) starch samples were developed by an analytical diffractometer (XRD-7000; X-Ray Diffractometer Shimadzu, Japan) as described earlier by Bajaj et al. (2018). The crystalline structures of starches (dried to constant weights) were ascertained using a FTIR (Vertex70, Bruker, Germany) by analysing average Spectra of 200 scans. Absorbance intensity of the bands at 1047 cm−1, one thousand thirty five, and 1022 cm−1 were used to evaluate relative crystallinity.
Pasting characterisrics
Pasting characteristics of corn starches were measured using rheometer (Anton Paar Rheo Plus/32 Model MCR-301) as described earlier by Thakur et al. (2015).
Thermal properties
Thermal characteristics of starches were examined with a differential scanning calorimeter (DSC-822e, Mettler Toledo, Greinfense, Switzerland) as described earlier by Bajaj et al. (2018).
Statistical analysis
Results were observed as mean of triplicate readings ± standard deviation. Data was subjected to one way ANOVA using Minitab Statistical Software (MINITAB 14.12.0, USA). PCA loading plot (Supplementary Figure S1) gave an outline of the relationships among different evaluated parameters.
Results and discussion
Grain color
Various corn accessions showed significant differences in grain colour characteristics. Hunter color characteristics of grains from different colored corn accessions are given in Table 1. The results of ANOVA showed a significant difference in L*, a* and b* values owing to both accessions and colour, where the differences were more pronounced due to accessions than colour (Supplementary Table S1). Among the various accessions the highest L* (indicative of lightness) value was recorded for IC 550370 (74.24) and the lowest for IC 447647 (43.72). IC 361719 had the lowest a* value and IC 361727 showed the highest value of a* while b* values varied from 32.33 (IC 447646) to 7.04 (IC 447647). IC 550370, IC 447328, IC 447511, IC 447501 and IC 361719 showed significantly higher L* than other accessions indicating a higher degree of lightness. Thakur et al. (2015) reported high L* value of grit and flour from corn. IC 447644, IC 447667, IC 447649, IC 447647, IC 361727 and IC 447641 had comparatively higher a*, indicating presence of higher redness as compared to other accessions. IC 361714, IC 347386, IC 427129, IC 447646 and IC 447645 showed higher b* value than other accessions indicating presence of more yellow pigment. Sandhu et al. (2007) documented the larger b* values for flour, which may be owing to high levels of carotenoid present in it. Shevkani et al. (2014) also witnessed these results for various fractions produced from corn dry milling. PCA revealed a positive relation between L* and DPPH and the same was observed for a* and TPC (Supplementary Figure S1).
Table 1.
Color characteristics of grains from different colored corn accessions
| S. no | Colour | Accessions | L* | a* | b* |
|---|---|---|---|---|---|
| 1 | White | IC 447511 | 70.19 ± 2.54de | 2.52 ± 0.72ab | 19.06 ± 0.95c |
| 2 | White | IC 447638 | 65.70 ± 0.98cd | 4.15 ± 0.47bc | 20.15 ± 0.40cd |
| 3 | White | IC 447632 | 68.68 ± 1.92d | 2.97 ± 0.24b | 19.63 ± 1.03c |
| 4 | White | IC 447660 | 68.23 ± 2.00d | 3.11 ± 0.31b | 21.59 ± 0.52de |
| 5 | White | IC 447639 | 69.15 ± 0.98de | 4.78 ± 0.34c | 22.68 ± 0.42de |
| 6 | White | IC 447328 | 71.82 ± 0.69de | 3.07 ± 0.09b | 20.25 ± 1.20bc |
| 7 | White | IC 550370 | 74.24 ± 1.90e | 1.98 ± 0.16ab | 17.72 ± 0.14c |
| 8 | White | IC 550365 | 70.16 ± 1.88de | 3.23 ± 0.03b | 19.13 ± 0.92c |
| 9 | White | IC 447626 | 70.51 ± 0.71de | 2.38 ± 0.13ab | 19.23 ± 0.15c |
| 10 | White | IC 447501 | 73.68 ± 1.93e | 1.92 ± 0.13ab | 20.19 ± 0.62cd |
| 11 | White | IC 447509 | 65.25 ± 0.82cd | 3.18 ± 0.19b | 19.40 ± 0.70c |
| 12 | White | IC 361712 | 70.74 ± 1.75de | 2.56 ± 0.23ab | 18.95 ± 1.09c |
| 13 | White | IC 361714 | 67.99 ± 0.80d | 5.32 ± 0.57c | 25.01 ± 1.08e |
| 14 | White | IC 447632 | 66.65 ± 1.61d | 4.44 ± 0.22bc | 21.02 ± 1.00d |
| 15 | White | IC 361719 | 72.46 ± 1.54e | 1.68 ± 0.25a | 17.05 ± 0.84b |
| 16 | Yellow | IC 347386 | 62.26 ± 0.73c | 12.15 ± 1.07f | 24.45 ± 0.90e |
| 17 | Yellow | IC 427129 | 62.50 ± 1.17c | 12.78 ± 0.45fg | 24.34 ± 0.78e |
| 18 | Yellow | IC 397828 | 58.35 ± 0.83bc | 13.25 ± 0.15fg | 23.43 ± 0.65de |
| 19 | Yellow | IC 397956 | 64.57 ± 0.89cd | 12.46 ± 0.13f | 24.28 ± 0.42e |
| 20 | Yellow | IC 397957 | 63.84 ± 1.82c | 14.69 ± 1.45g | 29.67 ± 1.17g |
| 21 | Yellow | IC 397958 | 63.12 ± 0.79c | 10.62 ± 0.91f | 26.83 ± 0.60f |
| 22 | Yellow | IC 361709 | 68.29 ± 1.20d | 9.67 ± 0.36ef | 23.97 ± 0.49e |
| 23 | Yellow | IC 362129 | 68.28 ± 1.20d | 9.38 ± 0.28e | 23.78 ± 0.92e |
| 24 | Yellow | IC 362130 | 61.38 ± 1.04c | 10.78 ± 1.33ef | 22.26 ± 1.60d |
| 25 | Yellow | IC 361726 | 63.28 ± 1.36c | 7.68 ± 0.43de | 20.67 ± 0.67cd |
| 26 | Yellow | IC 447627 | 67.78 ± 0.52d | 9.10 ± 0.66e | 26.37 ± 1.09f |
| 27 | Yellow | IC 447645 | 68.11 ± 0.55d | 11.42 ± 0.41ef | 29.02 ± 0.68g |
| 28 | Yellow | IC 447646 | 66.96 ± 0.59d | 11.96 ± 0.82f | 32.33 ± 0.57f |
| 29 | Yellow | IC 447641 | 63.72 ± 0.65c | 14.05 ± 0.30g | 27.72 ± 0.79fg |
| 30 | Yellow | IC 447648 | 66.13 ± 1.80cd | 12.05 ± 0.92f | 27.64 ± 0.70fg |
| 31 | Purple | IC 361727 | 60.71 ± 0.33bc | 16.15 ± 0.16h | 26.73 ± 0.25f |
| 32 | Purple | IC 447636 | 58.78 ± 4.73bc | 11.74 ± 1.49f | 19.55 ± 1.80c |
| 33 | Purple | IC 447648 | 67.35 ± 1.93d | 6.44 ± 1.14d | 18.82 ± 0.81c |
| 34 | Purple | IC 447649 | 62.17 ± 0.28c | 9.65 ± 0.67ef | 21.92 ± 0.71d |
| 35 | Purple | IC 447667 | 45.65 ± 1.91a | 9.93 ± 1.13ef | 7.05 ± 1.21a |
| 36 | Purple | IC 447647 | 43.72 ± 0.72a | 9.66 ± 0.19ef | 7.04 ± 0.68a |
| 37 | Purple | IC 447643 | 67.00 ± 1.02d | 8.85 ± 0.41e | 22.65 ± 0.91de |
| 38 | Purple | IC 447644 | 56.93 ± 1.93b | 12.03 ± 0.85f | 16.18 ± 0.70b |
Values are mean ± SD. Means with similar superscript in a column did not differ significantly (P ≤ 0.05)
Flour characteristics
Physicochemical characteristics of flours
ANOVA showed a considerable difference in the flour proximate content (Table 2). These were primarily owing to the accessions than colour. This suggested that amongst the flours there were differences within the genotypes (Supplementary Table S1). Protein, fat, moisture and ash contents ranged from 6.18 to 11.83%, 1.67 to 7.06%, 9.17 to 11.96% and 0.67 to 2.29%, respectively (Table 2). The results observed proved that flour moisture contents in various accessions were in the range of safe storage limits. IC 447644 purple corn showed the lowest and IC 397957 yellow corn presented the largest moisture content. IC 447645 with yellow colour had the largest protein level, while the smallest was observed for IC 347386 yellow corn. IC 361714 white corn showed the smallest, while IC 447648 purple corn showed the largest ash content. Fat levels were the smallest for IC 447648 purple corn against IC 397956 yellow corn which showed the lowest value. IC 447644 purple corn showed the lowest and IC 397957 yellow corn presented the largest moisture content. Shevkani et al. (2014) also documented similar results for various corn fractions. PCA illustrated a positive relation among ash and fat levels for flours, suggesting that flours having larger amounts of lipids also contained large amounts of inorganic material (Supplementary Figure S1).
Table 2.
Proximate composition, total phenolic content (TPC) and antioxidant activity of flour from different colored corn accessions
| S. no | Colour | Accessions | Fat (%) | Ash (%) | DPPH inhibition (µg trolox/g) | TPC (µg GAE/g) | Moisture (%) | Protein (%) |
|---|---|---|---|---|---|---|---|---|
| 1 | White | IC 447511 | 3.88 ± 0.02de | 1.57 ± 0.05fg | 555.94 ± 10.38hi | 1083 ± 12c | 11.21 ± 0.43d | 7.75 ± 0.13b |
| 2 | White | IC 447638 | 4.15 ± 0.05e | 1.50 ± 0.06f | 582.22 ± 1.49i | 1087 ± 17c | 11.08 ± 0.08d | 11.82 ± 1.31e |
| 3 | White | IC 447632 | 5.76 ± 0.16h | 1.70 ± 0.03g | 607.94 ± 9.57j | 1551.3 ± 32.5ef | 10.10 ± 0.47bc | 8.31 ± 0.44bc |
| 4 | White | IC 447660 | 3.42 ± 0.02d | 0.82 ± 0.03b | 568.62 ± 0.68hi | 1343 ± 72.0de | 10.73 ± 0.11cd | 8.06 ± 0.19bc |
| 5 | White | IC 447639 | 5.56 ± 0.02gh | 1.91 ± 0.13hi | 671.00 ± 22.80k | 1207 ± 37cd | 11.76 ± 0.18de | 10.06 ± 2.19d |
| 6 | White | IC 447328 | 3.98 ± 0.07de | 1.91 ± 0.04hi | 543.52 ± 6.52h | 1151.7 ± 27.5cd | 10.76 ± 0.31cd | 8.31 ± 0.44bc |
| 7 | White | IC 550370 | 5.27 ± 0.09gh | 1.22 ± 0.02de | 536.68 ± 11.37h | 772.3 ± 6.5a | 10.79 ± 0.21cd | 10.94 ± 0.44de |
| 8 | White | IC 550365 | 5.27 ± 0.15gh | 1.36 ± 0.01ef | 517.18 ± 9.51gh | 1060.3 ± 5.5c | 11.61 ± 0.05de | 8.75 ± 0.00cd |
| 9 | White | IC 447626 | 4.44 ± 0.23ef | 1.31 ± 0.06e | 369.44 ± 6.40cd | 1129.7 ± 89.5cd | 11.67 ± 0.19de | 9.63 ± 1.75cd |
| 10 | White | IC 447501 | 4.55 ± 0.08f | 1.13 ± 0.24d | 311.10 ± 2.61b | 1246.0 ± 91.0d | 9.53 ± 0.70ab | 8.30 ± 0.45bc |
| 11 | White | IC 447509 | 2.04 ± 0.45b | 1.72 ± 0.03g | 401.50 ± 35.85d | 880.7 ± 75.5b | 11.71 ± 0.03de | 10.60 ± 0.10de |
| 12 | White | IC 361712 | 4.95 ± 0.59fg | 1.40 ± 0.05ef | 331.04 ± 10.62b | 1338.3 ± 59.5de | 9.42 ± 0.12ab | 8.35 ± 0.38bc |
| 13 | White | IC 361714 | 2.62 ± 0.14c | 0.67 ± 0.08a | 328.19 ± 11.37b | 1518.0 ± 29.0ef | 9.73 ± 0.24ab | 10.77 ± 0.08de |
| 14 | White | IC 447632 | 5.77 ± 0.12h | 1.24 ± 0.04de | 355.33 ± 17.52c | 1693.7 ± 62.5fg | 9.37 ± 0.29ab | 8.75 ± 0.00bc |
| 15 | White | IC 361719 | 2.88 ± 0.09c | 1.44 ± 0.04f | 328.37 ± 7.46b | 1123.0 ± 69.0cd | 10.40 ± 0c | 9.59 ± 0.3cd |
| 16 | Yellow | IC 347386 | 5.11 ± 0.20fg | 1.55 ± 0.03f | 351.79 ± 0.43c | 938 ± 96b | 11.68 ± 0.10de | 6.18 ± 0.05a |
| 17 | Yellow | IC 427129 | 3.74 ± 0.22de | 1.12 ± 0.02d | 347.01 ± 0.62c | 1563.7 ± 24.5ef | 9.79 ± 0.25b | 11.82 ± 0.43e |
| 18 | Yellow | IC 397828 | 2.83 ± 0.09c | 1.39 ± 0.05ef | 353.84 ± 0.75c | 1059 ± 167c | 10.48 ± 0.27cd | 8.62 ± 0.04bc |
| 19 | yellow | IC 397956 | 1.67 ± 0.18a | 1.65 ± 0.03fg | 355.65 ± 1.93c | 1332 ± 80.0de | 9.43 ± 0.05ab | 8.36 ± 0.14bc |
| 20 | yellow | IC 397957 | 6.98 ± 0.53i | 1.73 ± 0.02g | 258.04 ± 2.11a | 1163.7 ± 39.0cd | 11.96 ± 0.05e | 8.85 ± 0.01bc |
| 21 | yellow | IC 397958 | 4.65 ± 0.10f | 1.56 ± 0.03f | 429.45 ± 8.51e | 769.3 ± 76.5a | 11.64 ± 0.30de | 8.27 ± 0.05bc |
| 22 | yellow | IC 361709 | 2.86 ± 0.11c | 1.43 ± 0.04ef | 389.01 ± 1.37d | 1623.7 ± 104.5f | 10.24 ± 0.06bc | 8.45 ± 0.03cd |
| 23 | yellow | IC 362129 | 4.38 ± 0.13ef | 0.89 ± 0.50bc | 407.40 ± 6.59d | 1401 ± 243e | 9.72 ± 0.01ab | 9.41 ± 0.22cd |
| 24 | yellow | IC 362130 | 3.57 ± 0.12d | 1.03 ± 0.05c | 455.79 ± 2.30f | 1438.7 ± 10.5e | 10.63 ± 0.40cd | 8.94 ± 0.02cd |
| 25 | yellow | IC 361726 | 3.63 ± 0.18d | 2.16 ± 0.08i | 488.54 ± 4.72g | 1221.7 ± 63.5cd | 11.76 ± 0.18de | 9.80 ± 0.00cd |
| 26 | yellow | IC 447627 | 3.83 ± 0.12de | 1.92 ± 0.03h | 494.25 ± 1.49g | 1106.7 ± 117.5e | 9.77 ± 0.05b | 9.50 ± 0.05cd |
| 27 | yellow | IC 447645 | 4.52 ± 0.18f | 1.61 ± 0.10fg | 506.18 ± 2.36g | 1694 ± 10fg | 10.69 ± 0.11cd | 11.83 ± 0.02e |
| 28 | yellow | IC 447646 | 4.10 ± 0.20e | 1.58 ± 0.03f | 501.46 ± 14.79g | 1275 ± 55.5d | 9.84 ± 0.32bc | 9.06 ± 0.05cd |
| 29 | Yellow | IC 447641 | 4.27 ± 0.19ef | 2.08 ± 0.14i | 529.04 ± 1.12h | 1176 ± 10.5cd | 10.60 ± 0.01cd | 8.44 ± 0.13bc |
| 30 | Yellow | IC 447648 | 5.23 ± 0.13g | 1.31 ± 0.04e | 258.04 ± 2.11a | 1608 ± 84f | 11.28 ± 0.15de | 8.70 ± 0.14bc |
| 31 | Purple | IC 361727 | 5.70 ± 0.22gh | 1.85 ± 0.05gh | 471.58 ± 13.36f | 995 ± 37bc | 10.38 ± 0.35c | 7.92 ± 0.05b |
| 32 | Purple | IC 447636 | 4.35 ± 0.26ef | 1.41 ± 0.15ef | 535.63 ± 20.50h | 1531 ± 9.0ef | 10.23 ± 0.46bc | 9.74 ± 0.11cd |
| 33 | Purple | IC 447648 | 7.06 ± 0.63i | 2.29 ± 0.09ij | 496.43 ± 1.55g | 1467.7 ± 39.5e | 9.23 ± 0.05a | 8.70 ± 0.05cd |
| 34 | Purple | IC 447649 | 4.71 ± 0.15f | 1.56 ± 0.03f | 517.55 ± 10.38gh | 1603 ± 102f | 10.39 ± 0.44c | 9.01 ± 0.09cd |
| 35 | Purple | IC 447667 | 3.77 ± 0.21de | 1.71 ± 0.03g | 505.19 ± 1.24g | 1884 ± 24g | 10.06 ± 0.23a | 9.88 ± 0.08d |
| 36 | Purple | IC 447647 | 4.61 ± 0.09f | 1.54 ± 0.05f | 518.73 ± 7.58gh | 1226 ± 14d | 9.21 ± 0.56a | 9.54 ± 0.27d |
| 37 | Purple | IC 447643 | 1.70 ± 0.11a | 1.58 ± 0.03f | 516.62 ± 5.96gh | 1830 ± 63.5g | 10.72 ± 0.37cd | 9.54 ± 0.08d |
| 38 | Purple | IC 447644 | 4.53 ± 0.16f | 1.06 ± 0.07c | 509.41 ± 1.99g | 1616 ± 83f | 9.17 ± 0.07a | 9.88 ± 0.08d |
Values are mean ± SD. Means with similar superscript in a column did not differ significantly (P ≤ 0.05). All values are reported on dry weight basis
Pasting properties of flours
Pasting characteristics of flours in various corn accessions had considerable differences, which ranged from 461.7 to 1938 cP, 722 to 2932 cP, 5.17 to 1346 cP, 259.3 to 2918 cP, 72.55 to 81.95 °C, respectively for PV, FV, BDV, SBV and PT (Supplementary Table S3, Fig. 1). When the heating process was going on, the starch granule gelatinization took place where these granules had undergone swelling, which led to their crystalline structure breakage and leaching of amylose. Pasting temperature (PT), indicating the lowest temperature for cooking of flours. It was the highest for IC 362130 yellow corn, while the lowest value was observed for IC 361714 white corn. On the other hand, highest PV (where granule swelling rate equals its breakdown rate) for IC 447645 yellow corn and the lowest was for IC 361714 white corn (Supplementary Table S3). BDV of IC 447639, IC 447511, IC 447649 and IC 447328 was considerably lower (5–40 cP) than the other ones which indicated their larger thermal stability. BDV represented granular disintegration after swelling. Sandhu et al. (2007) reported the lowest Breakdown viscosity (BDV) for Pb sathi flour indicated its paste stability. The enhancement in viscosity upon cooling was probably by the aggregation of amylose molecules led to final viscosity (FV). IC 361712 and IC 447511 presented significantly smaller FV (722.5–757.9 cP) than other lines. Singh et al. (2014) also documented similar results for corn starches. Setback viscosity (SBV) indicated the amount of retrogradation present in starch pastes while the cooling process was going on. The smallest SBV value was for IC 447511 white corn, whereas the largest for IC 447646 yellow corn. Lowest SBV values showed lower retrogradation tendencies of starch granules upon cooling. PCA gave information that PT had a positive relation with ash and fat levels (Supplementary Figure S1). Shevkani et al. (2014) documented that lipids might enhance the integrity of starch granules that would delay gelatinization initiation, thereby increasing the PT of corn fractions.
Fig. 1.
Pasting curves of flours from different corn accessions
Total phenolic content and antioxidant activity of flours
ANOVA presented considerable differences in DPPH inhibition and TPC due to accessions and colour; however, colour had lower effect than accessions (Supplementary Table S1). The highest TPC was observed for IC 447667 purple corn, while the lowest was observed for IC 550370 white corn (Table 2). Purple corn showed high TPC which could be due to greater accumulation of anthocyanins (Singh et al. 2014). IC 447639 white corn showed the highest DPPH inhibition, while IC 447648 yellow corn showed the lowest (Table 2). Previous results also reported similar results for antioxidant activity (Adom et al. 2005). DPPH inhibition could be contributed to the presence of greater amounts of lutein and zeaxanthin (de la Parra et al. 2007). PCA revealed that TPC was related positively to a* and b* values, but negatively to L* value, suggesting that dark coloured accessions had higher amounts of phenolic compounds as compared to the light coloured ones (Supplementary Figure S1). Moreover, there was a positive relation between DPPH and TPC for flours (Supplementary Figure S1).
Mineral analysis
Mineral content of corn flour from different accessions is given in Table 3. ANOVA demonstrated significant differences in accumulation of minerals due to accessions and colour. Conversely, accessions had a larger impact than colour (Supplementary Table S1). The macroelements Na, K, Ca and Mg content ranged from 97.49 to 19.50 mg/kg, 21 to 1677 mg/kg, 0.87 to 89.30 mg/kg and 48 to 621 mg/kg, respectively. The microelements Cu, Mn, Fe, and Zn ranged from 0.02 to 2.94 mg/kg, 0.09 to 1.32 mg/kg, 3.10 to 9.40 mg/kg and 1.63 to 7.42 mg/kg, respectively (Table 3). K, Mg, Ca Zn, Na, Cu, Mn, and Fe were in high concentration in IC 447511 (89.30 mg/kg), IC 362129 (4182.7 mg/kg), IC 447644 (621.77 mg/kg), IC 447509 (7.42 mg/kg), IC 447632 (97.49 mg/kg), IC 447511 (2.94 mg/kg), IC 361712 (1.32 mg/kg) and IC 447511 (9.40 mg/kg), respectively, while the lowest accumulation of Cu, K, Mg, Zn, Na, Ca, Mn, and Fe was observed for IC 361727 (0.87 mg/kg), IC 447645 (21 mg/kg), IC 361727 (48 mg/kg), IC 447647 (1.63 mg/kg), IC 447643 (19.50 mg/kg), IC 447648 (0.02 mg/kg), IC 361727 (0.09 mg/kg) and IC 447645 (3.10 mg/kg), respectively. The variation in mineral composition among different coloured corn accessions may be due to environmental factors and soil nutrients as well as variation in the use of fertilizers (Ahmadi et al. 1993). Minerals act as body regulators and play major role in metabolic and cellular functions of the body. The accessions having large or small amounts of minerals can be considered to differentiate the genetic and physiological mechanisms that were reported to be responsible for development of seeds by regulating mineral transport (Wang et al. 2003). A marked variation in mineral concentration of grains among different corn accessions was also reported earlier by Menkir et al. (2008). Nuss and Tanumihardjo (2010) reported that Mg and K were the most prevalent minerals present in corn.
Table 3.
Mineral composition of flour from different colored corn accessions (in ppm)
| S. no | Colour | Accessions | Cu (ppm) | Mn (ppm) | Fe (ppm) | Zn (ppm) | Mg (ppm) | Ca (ppm) | K (ppm) | Na (ppm) |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | White | IC 447511 | 2.94 ± 0.15l | 1.22 ± 0.03ij | 9.40 ± 0.20h | 4.92 ± 0.33e | 394 ± 31de | 89.30 ± 5.20bc | 565.7 ± 9.5bc | 61.04 ± 2.49ef |
| 2 | White | IC 447638 | 1.02 ± 0.01i | 0.83 ± 0.05fg | 5.87 ± 0.38ef | 3.21 ± 011cd | 444 ± 12ef | 84.50 ± 2.50bc | 339.3 ± 5.5b | 58.19 ± 0.44e |
| 3 | White | IC 447632 | 0.56 ± 0.02e | 0.60 ± 0.05d | 5.00 ± 0.52d | 2.16 ± 0.33ab | 332 ± 18cd | 84.07 ± 1.55bc | 661 ± 11c | 97.49 ± 2.14h |
| 4 | White | IC 447660 | 0.45 ± 0.2de | 0.70 ± 0.02e | 5.33 ± 0.18e | 2.93 ± 0.27c | 294.27 ± 32cd | 61.50 ± 3.50abc | 385 ± 40b | 47.73 ± 5.28d |
| 5 | White | IC 447639 | 0.39 ± 0.01cd | 0.76 ± 0.01ef | 5.27 ± 0.23e | 3.13 ± 0.36c | 426.77 ± 29.25e | 49 ± 3ab | 319.7 ± 5.5b | 50.97 ± 5.27de |
| 6 | White | IC 447328 | 0.62 ± 0.15f | 0.96 ± 0.06g | 7.06 ± 0.17g | 3.34 ± 0.17cd | 439 ± 14ef | 48.50 ± 3.50ab | 713 ± 10c | 53.25 ± 2.35de |
| 7 | White | IC 550370 | 0.83 ± 0.35h | 0.95 ± 0.03fg | 5.3 ± 0.25e | 3.12 ± 0.39c | 350.27 ± 5.75de | 54.50 ± 1.50ab | 350 ± 6b | 61.66 ± 1.91ef |
| 8 | White | IC 550365 | 0.53 ± 0.02ef | 0.82 ± 0.02fg | 5.00 ± 0.25de | 3.01 ± 0.51c | 705.50 ± 19.50h | 58.77 ± 1.25ab | 607.7 ± 17.5bc | 77.95 ± 2.50fg |
| 9 | White | IC 447626 | 0.93 ± 0.04i | 0.87 ± 0.03fg | 4.28 ± 0.27cd | 3.00 ± 0.25bc | 265.50 ± 26cd | 60 ± 5bc | 512.3 ± 12.5bc | 57.48 ± 2.13e |
| 10 | White | IC 447501 | 0.46 ± 0.04e | 0.90 ± 0.05fg | 5.89 ± 0.07ef | 2.51 ± 0.13bc | 606.77 ± 18.25fg | 57 ± 5bc | 508.7 ± 36.5bc | 59.67 ± 0.57ef |
| 11 | White | IC 447509 | 0.43 ± 0.04e | 0.93 ± 0.02fg | 5.50 ± 0.06ef | 7.42 ± 0.08f | 302 ± 23cd | 51.50 ± 4.50abc | 249.7 ± 6.5ab | 74.11 ± 0.46f |
| 12 | White | IC 361712 | 0.78 ± 0.07g | 1.32 ± 1.75j | 5.90 ± 0.34ef | 5.10 ± 0.15e | 314.27 ± 10.75cd | 48.87 ± 1.35abc | 30.17 ± 23.5b | 48.71 ± 1.86d |
| 13 | White | IC 361714 | 0.33 ± 0.45d | 0.80 ± 0.05ef | 4.36 ± 0.14cd | 3.22 ± 0.28cd | 241 ± 9bc | 41 ± 4ab | 267 ± 9ab | 49.83 ± 2.53de |
| 14 | White | IC 447632 | 0.49 ± 0.06e | 0.92 ± 0.03fg | 4.01 ± 0.23c | 3.30 ± 0.54cd | 263.50 ± 11.50cd | 39.77 ± 5.25ab | 250 ± 6ab | 57.28 ± 0.73e |
| 15 | White | IC 361719 | 0.37 ± 0.05de | 0.99 ± 0.65g | 5.99 ± 0.25f | 3.17 ± 0.39c | 293.50 ± 31.50cd | 39.50 ± 5.50ab | 216.7 ± 36.5ab | 51.23 ± 4.03de |
| 16 | Yellow | IC 347386 | 0.42 ± 0.35de | 0.92 ± 0.35fg | 5.11 ± 0.14de | 2.35 ± 0.21b | 258.50 ± 16.50bc | 231.50 ± 146d | 219 ± 4ab | 41.10 ± 3.90cd |
| 17 | Yellow | IC 427129 | 0.42 ± 0.04de | 0.82 ± 0.03ef | 5.01 ± 0.49de | 3.06 ± 0.19c | 234 ± 16bc | 24.27 ± 0.75ab | 162.7 ± 12.5a | 37.68 ± 7.33c |
| 18 | Yellow | IC 397828 | 0.40 ± 0.05de | 0.82 ± 0.03ef | 5.57 ± 0.17ef | 3.18 ± 0.18cd | 286 ± 14cd | 15.50 ± 12.50ab | 1677 ± 7.5d | 32.95 ± 2.05bc |
| 19 | Yellow | IC 397956 | 0.78 ± 0.04g | 0.88 ± 0.06fg | 4.70 ± 0.04d | 3.29 ± 0.35cd | 248.50 ± 7.50bc | 46.77 ± 5.25ab | 551.3 ± 45c | 41.40 ± 3.60cd |
| 20 | Yellow | IC 397957 | 0.40 ± 0.60de | 0.88 ± 0.06fg | 5.89 ± 0.35ef | 3.23 ± 0.26cd | 244 ± 6bc | 38 ± 8ab | 170.7 ± 4.5a | 39.33 ± 3.48cd |
| 21 | Yellow | IC 397958 | 0.40 ± 0.60de | 0.89 ± 0.02fg | 5.57 ± 0.17ef | 3.41 ± 0.24cd | 244 ± 12bc | 58.50 ± 6.50bc | 264 ± 11ab | 47.50 ± 2.50d |
| 22 | Yellow | IC 361709 | 0.36 ± 0.02d | 0.90 ± 0.05fg | 5.30 ± 0.21e | 3.11 ± 0.14c | 262.27 ± 12.75cd | 52.50 ± 3.50abc | 239 ± 11ab | 59.30 ± 2.70ef |
| 23 | Yellow | IC 362129 | 0.35 ± 0.03d | 0.90 ± 0.03fg | 4.97 ± 0.52de | 3.46 ± 0.18cd | 281.77 ± 7.25cd | 40.87 ± 4.35ab | 4182.7 ± 52.5 | 49.60 ± 2.40de |
| 24 | Yellow | IC 362130 | 0.39 ± 0.35de | 1.15 ± 0.09h | 5.31 ± 0.18e | 3.29 ± 0.27cd | 300.27 ± 24.75cd | 46.27 ± 5.75ab | 216.7 ± 8.5b | 62.83 ± 2.18ef |
| 25 | Yellow | IC 361726 | 0.81 ± 0.04g | 0.48 ± 0.08cd | 4.68 ± 0.07d | 3.13 ± 0.43c | 119.27 ± 5.75ab | 11.50 ± 3.50ab | 306.3 ± 18.5bc | 29 ± 6.60b |
| 26 | Yellow | IC 447627 | 1.30 ± 0.05j | 0.54 ± 0.4d | 4.46 ± 0.04cd | 3.07 ± 0.15c | 101 ± 4ab | 11 ± 4ab | 196.7 ± 59.5b | 23.95 ± 8.05ab |
| 27 | Yellow | IC 447645 | 0.48 ± 0.75e | 0.32 ± 0.35b | 3.10 ± 0.14b | 2.16 ± 0.08ab | 64.77 ± 3.25ab | 0.87 ± 0.35a | 21 ± 4a | 21.20 ± 3.80a |
| 28 | Yellow | IC 447646 | 0.40 ± 0.03de | 0.41 ± 0.15bc | 4.08 ± 0.17c | 2.26 ± 0.23b | 433 ± 5e | 47 ± 5ab | 80 ± 5ab | 50.98 ± 4.23de |
| 29 | Yellow | IC 447641 | 0.13 ± 0.03b | 0.36 ± 0.06bc | 4.10 ± 0.10c | 2.34 ± 0.18b | 177.50 ± 7.50b | 42.50 ± 0.50ab | 39.7 ± 2.5a | 28.35 ± 2.15ab |
| 30 | Yellow | IC 447648 | 0.02 ± 0.01a | 0.31 ± 0.04b | 3.12 ± 0.13a | 2.24 ± 0.29b | 92.50 ± 7.50ab | 22 ± 3ab | 415 ± 10c | 88 ± 7g |
| 31 | Purple | IC 361727 | 0.51 ± 0.04e | 0.09 ± 0.01a | 2.95 ± 0.54a | 2.05 ± 0.48ab | 48 ± 7a | 0.87 ± 0.35a | 31 ± 11a | 62.49 ± 2.74ef |
| 32 | Purple | IC 447636 | 0.46 ± 0.06e | 0.35 ± 0.35bc | 4.09 ± 0.15c | 2.00 ± 0.25ab | 110.50 ± 14.50ab | 7.77 ± 0.75a | 112.3 ± 10.5ab | 21.50 ± 4.10a |
| 33 | Purple | IC 447648 | 0.58 ± 0.04f | 0.42 ± 0.35bc | 3.93 ± 0.31c | 1.98 ± 0.04ab | 88.50 ± 6.50ab | 8.50 ± 1ab | 82.7 ± 2.5ab | 32.90 ± 2.70bc |
| 34 | Purple | IC 447649 | 0.50 ± 0.02e | 0.45 ± 0.05cd | 4.02 ± 0.20 | 2.46 ± 0.09bc | 123.77 ± 6.25ab | 12.37 ± 2.85ab | 262.7 ± 12.5b | 46.78 ± 5.23d |
| 35 | Purple | IC 447667 | 1.69 ± 0.06k | 0.56 ± 0.003d | 4.39 ± 0.11cd | 3.60 ± 0.15cd | 88.50 ± 2.00ab | 3.17 ± 0.65a | 33 ± 2a | 21.03 ± 3.98a |
| 36 | Purple | IC 447647 | 0.28 ± 0.05c | 0.39 ± 0.06bc | 3.31 ± 0.19b | 1.63 ± 0.21a | 70.77 ± 4.25ab | 1.50 ± 0.50a | 28 ± 4a | 23.78 ± 8.23ab |
| 37 | Purple | IC 447643 | 0.58 ± 0.04f | 0.58 ± 0.75d | 4.09 ± 0.16c | 3.01 ± 0.25c | 88.50 ± 2ab | 4 ± 0.50a | 23 ± 3a | 19.50 ± 5.50a |
| 38 | Purple | IC 447644 | 0.15 ± 0.03b | 0.43 ± 0.13c | 4.34 ± 0.15cd | 2.85 ± 0.39c | 621.77 ± 3.25g | 78.77 ± 6.25bc | 100 ± 5ab | 28.38 ± 3.63ab |
Values are mean ± SD. Means with similar superscript in a column did not differ significantly (P ≤ 0.05). All values are reported on dry weight basis
Cu Copper, Mn Manganese, Fe Iron, Zn Zinc, Mg Magnesium, Ca Calcium, K Potassium, Na Sodium
SDS-PAGE analysis
Different corn accessions showed the presence of different molecular weight storage proteins of 15–20 polypeptide (PP) subunits that ranged from 9.7 to 95 kDa [Supplementary Figure S3(a), (b)]. Major PP subunits observed in coloured corn accessions were 97, 86, 60, 45, 30, 27, 22, 19 and 13 kDa. Low molecular weight (LMW) PP subunits (20 to > 10 kDa) were highly accumulated in different coloured corn varieties. Zein (alcohol soluble protein) was present in corn as LMW PPs. Esen (1986) termed zein proteins of 19 and 22 kDa, 14 kDa, and 16 and 27 kDa PP as α, β and γ-zein, respectively. Yellow corn accessions did not show variation among high molecular weight (HMW) protein subunits, whereas small variations were observed for medium molecular weight (MMW) PP subunits. All accessions showed higher accumulation of 23–28 kDa PPs, while absence of 23 kDa PP in IC 447509 accessions was remarkable. This might be due to more proportion of hard endosperm in corn. Dombrink-Kurtzman and Bietz (1993) reported that hard endosperm had lesser amount of γ-zeins, while soft endosperm of same genotype showed the reverse trend. Thakur et al. (2015) reported that γ-zein (27 kDa) was present in very small amount in corn varieties with soft endosperm texture. Major polymorphism was found in MMW PPs. 15.6 kDa PP was highly accumulated in yellow coloured accessions, whereas 12 kDa PP was present in white coloured accessions. Shewry and Tatham (1990) reported 15 kDa PP as β-zein. Higher accumulation of 23, 25, 27 and 28 kDa PP subunits was observed in yellow corn accessions. HMW 95 kDa PP was present in all accessions, whereas LMW 10, 11, 12, 13, 14, 15, 17 and 19 kDa PPs were observed in corn accessions. Polymorphism in different MW PPs was found among white and red-pigmented corn accessions, where IC 447509 white accession showed the absence of MMW 23, 24 kDa PPs. IC 447649 showed the accumulation of MMW except 20–24 KDa PPs among purple accessions. Dombrink-Kurtzman and Bietz (1993) reported that α-zein (22 kDa) was present in higher amount in hard endosperm fractions and was not uniformly distribution throughout the endosperm.
Amino acid analyses
Amino acids (essential and non essential) content in different corn accessions are shown in Supplementary Table S7a, b. Higher proportions of citrulline, arginine, GABA, phenylalanine, isoleucine, tyrosine, threonine, glycine in relation to other amino acids were observed in different corn accessions. According to NRC (2012), corn contains minute quantity of crude protein (CP) and amino acids (AA) as compared to other plant protein sources. IC 550370, IC 447639, IC 447638, IC 447644, IC 550365, IC 447509, IC 447648, IC 361727, IC 397958, IC 397957, IC 447501, IC 447649, IC 447511, IC 427129, IC 447636, IC 447645 showed higher relative proportion of glutamic acid, tryptophan and GABA, asparagine and lysine, glutamine and threonine, histidine, citrulline, arginine, phenylalanine, isoleucine, proline, lucine, tyrosine, cystine, valine, methionine, alanine and glycine respectively. Similar trends were also observed by Mouhamad et al. (2016) in the nine and 39 corn cultivars. Corn sources from different origins varied in CP and AA content especially in lysine and tryptophan (Kil et al. 2014). Factors such as corn genotype, soil condition, precipitation and other environmental conditions resulted in considerable variation in CP and AA concentrations among corn sources produced in various regions of The United States (Cowieson and Adeola 2005).
HPLC analysis
Significant variation in concentration of base-hydrolysed bound phenolic compounds of different coloured corn accessions was observed (Supplementary Table S6). Calibration curve equations, limits of detection, coefficient of determination of linearity and quantification collected for different phenolics are given in Supplementary Table S2. The major phenolics in corn flours were associated with cell wall components in bound form, while absent in free form. HPLC analysis showed the presence of gallic acid, catechin, caeffic acid, chlorogenic acid, protocatechuic acid, vanillic acid, p-coumaric acid, quercetin, ferulic acid, sinapic acid, reservatrol and luteolin in the range of 0.76–27.02, 0.19–17.62, 0.01–1, 0.11–11.54, 0.63–27.22, 0.01–2.28, 2.17–3.64, 0.11–9.66, 0.23–18.43, 0.04–22.74, 0.01–2.49 and 9.36–15.38 mg/g, respectively. Similar results were reported earlier in corn by Ramos-Escudero et al. (2012). Primarily all corn accessions contained ferulic acid but white accessions had exceptionally large amounts of this phenolic acid. Lopez-Martinez et al. (2009) observed ferulic acid present in eighteen strains of Mexican corn. IC 447632 presented the largest concentration of ferulic acid, while IC 397828 showed the lowest. Base-hydrolyzed bound gallic acid, protocatechuic acid, p-coumaric acid, sinapic acid, quercetin and luteolin content showed a significant variation among different coloured corn accessions. Gallic acid content of yellow coloured corn accessions was significantly lower as compared to other accessions except IC 347386. White coloured corn accessions showed significantly high gallic acid content than purple coloured corn accessions. Slightly lower concentration of protocatechuic acid was observed in yellow accessions in comparison with white and purple coloured corn accessions. A significantly higher sinapic acid and luteolin content in different corn accessions were observed. Sinapic acid (r = 0.318, P ≤ 0.05), catechin (r = 0.440, P ≤ 0.005), p-coumaric acid (r = 0.388, P ≤ 0.05) and luteolin (r = 0.502, P ≤ 0.005) correlated significantly with Mg and TPC respectively. Zhao and Moghadasian (2008) reported some phenolic compounds chelates metal ions thus exhibit anitioxidant activity. Phenolics acids have wide range of variation in their effectiveness as antioxidant (Robards et al. 1999). The highest content of quercetin was observed for IC 427129, while the lowest was for IC 447643.
Starch characteristics
Physico-chemical characteristics
The amylose content, blue value and λmax of different corn starches varied significantly and differences in the characteristics were highly prominent due to accessions than colour (Supplementary Table S1). Amylose content of starches from various corn accessions ranged widely from 7.64 (IC 550365) to 20.90% (IC 447645) (Supplementary Table S5). Similar results for amylose content of different corn starches were reported by Thakur et al. (2015). Blue value of starches from various corn accessions ranged from 0.099 (IC 550365) to 0.22 (IC 447627). Higher number of long chains in amylopectin was responsible for high iodine binding capacity (Lu et al. 2008). λmax of starches from different corn accessions ranged from 570.46 (IC 550365) to 598.49 (IC 361726).
Granule size distribution and morphology
SEM micrographs of starches from various corn accessions are shown in Fig. 2. Starch granules showed a characteristic angular (polygonal) shape with smooth surfaces. Some starch granules were irregular in shape having the presence of grooves or furrows or pores on the surface. Bajaj et al. (2018) suggested that the pores and differences in granule morphology of starches were associated with botanical source and physiology of the plant. Similar results were seen in corn, sorghum and millet starch granules by (Fannon et al. 1992) SEM confirmed the granule size distribution which ranged from 10 to 100 µm. The average granule size of starches varied significantly. The differences were higher due to accessions than colour (Supplementary Table S1). The size of the starch granules ranged from 13.49 µm (IC 447636) to 48 µm (IC 361714) (Supplementary Table S5). All starches from different corn accessions showed unimodular distribution for granule size. Bajaj et al. (2018) reported the diameter of corn starch granule ranging from 6 to 30 µm.
Fig. 2.
Scanning electron microscope of starches from different corn accessions
Thermal characteristics
Thermal characteristics of starches among various corn accessions are given in Supplementary Table S4. Significant variation in transition temperatures; onset (To), peak (Tp), conclusion (Tc) and enthalpy of gelatinization (∆Hgel) among starches from various corn accessions was observed. ANOVA presented considerable differences in thermal properties due to accessions and colour but accessions had a greater effect than colour (Supplementary Table S1). To, Tp, Tc and ∆Hgel ranged from 62.84 (IC 447638) to 68.33 °C (IC 447643), 66.35 (IC 361726) to 71.44 °C (IC 347386), 70.01 (IC 361712) to 75.78 °C (IC 447643) and 6.10 (IC 447648) to 11.64 J/g (IC 362130). Bajaj et al. (2018) reported the DSC values in the similar trend for starches. Differences in the degree of crystallinity were responsible for the variation in the transition temperatures among starches from different corn accessions (Singh and Singh 2003). The deviation in ΔHgel (indicative of melting of amylopectin crystallites) might represent the variation in bonding forces among the double helices, forming amylopectin crystallites. This led to different hydrogen bonds alignments inside starch molecules (McPherson and Jane 1999). The low ΔHgel indicated the role of shape of starch granules and fraction of large and small granules along with the presence of amylopectin (Yuan et al. 1993). Moreover, low To and broad range of gelatinization (R) indicated the presence of irregular shaped starch granules (Yamin et al. 1999). PCA revealed positive correlation between thermal properties and crystallinity.
X-ray diffraction (XRD) and Fourier transform infra-red (FTIR) spectroscopy
The X-ray diffraction pattern of starches from various corn accessions are illustrated in Supplementary Figure S2. Starch granule exhibited a semi-crystalline structure which was classified into A, B and C types. All starches presented a typical A-type diffraction pattern having prominent diffraction peaks around 15.02° and 23.2° and dual peak at 17–18.1° 2θ which has been confirmed by Bajaj et al. (2018) and explained that the presence of higher content of amylose in starches led to lower degree of crystallinity possibly because of associated lower amylopectin content. Crystalline structure as well as short range order was studied by IR spectroscopy. The absorbance bands at 1047 cm−1 were associated with crystalline regions while absorbance at 1022 cm−1 was observed due to amorphous regions in starch. Ratio of absorbance of 1047/1022 cm−1 described the changes in crystallinity and 1047/1035 cm−1 ratio for short range order. The change in crystallinity (ratio of absorbance of 1047/1022 cm−1) and short range order (1047/1035 cm−1) varied significantly for the accessions which ranged from 0.29 (IC 447648) to 1.14 (IC 362129) and 2.64 (IC 447501) to 0.01 (IC 447632), respectively. The higher ratio of band intensity of 1047/1022 cm−1 and 1047/1035 cm−1 indicated larger crystallinity and more of short range regions. The differences in crystallinity in various corn starches can be due to the differences in the amylose content and long and short chain amylopectin (Singh et al. 2006). PCA confirmed the positive relation between the crystallinity with amylose content.
Pasting properties of starches
A significant variation in pasting properties was observed amongst starches from different corn accessions. Table 4 represents the differences in pasting behaviour of starches from different corn accessions. PT, FV, PV, BDV and SBV ranged from 69.64 (IC 447639) to 74.98 °C (IC 397956), 2102 (IC 361714) to 4293 cP (IC 447638), 1175 (IC 361712) to 3021 cP (IC 447660), 1199 (IC 397956) to 2798 cP (IC 361712) and 2644 (IC 447632) to 3883 cP (IC 361714), respectively. Similar results were reported by Sandhu et al. (2007). The accessions with higher PT showed resistance to swelling. Li and corke (1999) explained that low PV indicated the resistance of starch to shear thinning. PCA revealed the positive relation of amylose content with FV and SBV while negative relation with BDV of starch. The high BDV may be due to weaker rigidity of starch granules under heating and shearing in the presence of low amylose content (Lu et al. 2008). Bajaj et al (2018) reported higher SBV was associated with amylose content of starches. The high FV of corn starches is because the amylose molecules tend to aggregate (Miles et al. 1985).
Table 4.
Pasting characteristics of starches from different colored corn accessions
| S. no | Colour | Accessions | Peak viscosity (cP) | Breakdown viscosity (cP) | Final viscosity (cP) | Setback viscosity (cP) | Pasting temperature (°C) |
|---|---|---|---|---|---|---|---|
| 1 | White | IC 447511 | 3284 ± 9.0de | 1505 ± 28c | 3961 ± 11.5g | 2182 ± 30.5fg | 72.99 ± 0.02cd |
| 2 | White | IC 447638 | 3528 ± 26.5fg | 1721 ± 45d | 4293 ± 42i | 2452 ± 23h | 73.99 ± 0.57de |
| 3 | White | IC 447632 | 2773 ± 14ab | 1389 ± 23bc | 3639 ± 40.5f | 2241 ± 64g | 72.92 ± 0.46cd |
| 4 | White | IC 447660 | 2679 ± 32ab | 2050 ± 17.5f | 3679 ± 26f | 3021 ± 18j | 71.00 ± 0.09b |
| 5 | White | IC 447639 | 2846 ± 21b | 1851 ± 2e | 3356 ± 31.5e | 2361 ± 8.5gh | 69.64 ± 0.36a |
| 6 | White | IC 447328 | 3043 ± 13.5c | 1382 ± 2.5bc | 3606 ± 29f | 1944 ± 17.5de | 74.16 ± 1.01de |
| 7 | White | IC 550370 | 3232 ± 16.5de | 1489 ± 37c | 3805 ± 10.5fg | 2212 ± 15.9ef | 74.11 ± 0.09de |
| 8 | White | IC 550365 | 2872 ± 9.9bc | 1271 ± 32.5ab | 3220 ± 50.5de | 1620 ± 16c | 72.18 ± 0.97c |
| 9 | White | IC 447626 | 3029 ± 10c | 1590 ± 24cd | 3667 ± 7.5f | 2233 ± 36.5g | 72.98 ± 0.19cd |
| 10 | White | IC 447501 | 3139 ± 21cd | 1356 ± 12b | 3858 ± 29g | 2075 ± 20ef | 72.86 ± 0.37cd |
| 11 | White | IC 447509 | 3213 ± 36d | 1544 ± 2c | 3671 ± 48.5f | 2003 ± 14e | 72.70 ± 0.45cd |
| 12 | White | IC 361712 | 3725 ± 12.5g | 2798 ± 8i | 2102 ± 82a | 1175 ± 49a | 72.56 ± 0.09cd |
| 13 | White | IC 361714 | 3883 ± 38h | 2691 ± 57.5h | 2511 ± 3c | 1319 ± 16.5b | 72.07 ± 0.020c |
| 14 | White | IC 447632 | 2644 ± 17.5a | 1913 ± 33e | 3543 ± 5.5f | 2812 ± 45.5i | 71.33 ± 0.18bc |
| 15 | White | IC 361719 | 3470 ± 22ef | 2377 ± 4.5g | 2299 ± 28b | 1206 ± 1.5a | 72.27 ± 0.37c |
| 16 | Yellow | IC 347386 | 3245 ± 34de | 1438 ± 46.5c | 4057 ± 5.5gh | 2251 ± 17.5g | 73.86 ± 0.59de |
| 17 | Yellow | IC 427129 | 3345 ± 20.2e | 1555 ± 98c | 3990 ± 17.5gh | 2200 ± 73fg | 74.22 ± 1.34de |
| 18 | Yellow | IC 397828 | 3047 ± 19c | 1297 ± 25.6b | 3703 ± 41.5f | 1955 ± 47.5de | 73.87 ± 0.23de |
| 19 | Yellow | IC 397956 | 3149 ± 18cd | 1199 ± 34a | 4287 ± 63i | 2337 ± 11gh | 74.98 ± 0.86e |
| 20 | Yellow | IC 397957 | 3306 ± 28.5de | 1632 ± 24.5d | 4017 ± 22gh | 2343 ± 17gh | 74.66 ± 0.18e |
| 21 | Yellow | IC 397958 | 3144 ± 20.5de | 1361 ± 8b | 3928 ± 32.5g | 2145 ± 20f | 74.29 ± 0.04de |
| 22 | Yellow | IC 361709 | 2891 ± 10.8bc | 1220 ± 73.5a | 3560 ± 99.5f | 1890 ± 64d | 73.80 ± 0.28de |
| 23 | Yellow | IC 362129 | 3189 ± 19.5d | 1572 ± 10c | 3491 ± 3.5ef | 1873 ± 13.5d | 73.77 ± 0.47de |
| 24 | Yellow | IC 362130 | 2913 ± 28.5bc | 1265 ± 16.9ab | 3765 ± 28.7fg | 2117 ± 174f | 74.39 ± 1.05e |
| 25 | Yellow | IC 361726 | 3500 ± 35ef | 1682 ± 8d | 3863 ± 39g | 2045 ± 11ef | 73.31 ± 0.55de |
| 26 | Yellow | IC 447627 | 3180 ± 21de | 1418 ± 32.5bc | 4105 ± 45h | 2343 ± 33.5gh | 74.46 ± 0.24e |
| 27 | Yellow | IC 447645 | 2958 ± 26.5bc | 1277 ± 19.5b | 3782 ± 1.5fg | 2102 ± 5f | 74.44 ± 0.18e |
| 28 | Yellow | IC 447646 | 3329 ± 37.5de | 1607 ± 9cd | 3824 ± 27.5fg | 2101 ± 19.5f | 73.36 ± 0.69de |
| 29 | Yellow | IC 447641 | 3158 ± 49cd | 1431 ± 14.5c | 3892 ± 37.5g | 2166 ± 3f | 73.45 ± 0.89de |
| 30 | Yellow | IC 447648 | 3173 ± 73.5cd | 1461 ± 8.5c | 3715 ± 10f | 2003 ± 35.5e | 74.54 ± 0.24e |
| 31 | Purple | IC 361727 | 3431 ± 0.1ef | 1895 ± 26e | 3487 ± 2ef | 1968 ± 8de | 73.25 ± 0.72cd |
| 32 | Purple | IC 447636 | 3016 ± 15.8bc | 1563 ± 30cd | 3148 ± 19d | 1894 ± 7d | 70.87 ± 0.08b |
| 33 | Purple | IC 447648 | 3004 ± 0.2bc | 1589 ± 3.5cd | 3383 ± 21.6e | 1876 ± 24.5d | 69.85 ± 0.26a |
| 34 | Purple | IC 447649 | 3022 ± 15bc | 1657 ± 15.5d | 3775 ± 9fg | 2410 ± 21.2h | 73.09 ± 0.30cd |
| 35 | Purple | IC 447667 | 3185 ± 12d | 1702 ± 36.5d | 3686 ± 17.5f | 2204 ± 66fg | 71.91 ± 0.23c |
| 36 | Purple | IC 447647 | 3297 ± 13de | 1580 ± 16.5cd | 3927 ± 38g | 2210 ± 41.5fg | 73.50 ± 0.30de |
| 37 | Purple | IC 447643 | 2987 ± 14e | 1321 ± 3b | 3676 ± 27f | 2010 ± 10e | 74.64 ± 0.24e |
| 38 | Purple | IC 447644 | 3177 ± 21de | 1708 ± 10.5d | 3156 ± 49d | 1695 ± 25cd | 72.95 ± 0.16cd |
Values are mean ± SD. Means with similar superscript in a column did not differ significantly (P ≤ 0.05)
Conclusion
The present study revealed characterization of diverse range of coloured corn accessions. Grain, flour and starch characteristics were in strong correlation with each other. Significant differences were observed in grain characteristics. Flours from various corn accessions differed significantly for physicochemical, antioxidant, pasting, amino acid and polyphenolic profiles. Quercetin, Sinapic acid, protocatechuic acid, ferulic acid, and gallic acid were present in different accessions in varying concentration. Purple corn accessions showed higher antioxidant activities and polyphenolic content than yellow and white accessions may be useful to impart nutritional properties. Analyses of physicochemical, pasting, thermal and structural characteristics of starches presented considerable knowledge contributing to functional properties of starches. The production and processing of significant quality starch depends upon the desired food characteristics. The differences in composition and physical properties can be utilized in developing gluten free products. Corn being a non-glutinous, antioxidant rich cereal showed high amount of phenolics that are useful to impart resistance to several diseases.
Electronic supplementary material
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Acknowledgements
NS acknowledges Science and Engineering Research Board for providing funds in the form of a research project (SERB/SR/SO/PS/13/2011). ST acknowledges UGC-BSR for providing financial assistance in the form of fellowship. Authors also acknowledge Dr. Jai Chand Rana, NBPGR, New Delhi (India) for providing corn accessions.
Abbreviations
- TPC
Total phenolics content
- FV
Final viscosity
- SEM
Scanning electron microscope
- SBV
Setback viscosity
- PT
Pasting temperature
- PV
Peak viscosity
- BDV
Breakdown viscosity
- PP
Polypeptides
- HMW
High molecular weight
- MMW
Medium molecular weight
- LMW
Low molecular weight
- AA
Amino acids
- GABA
Gamma-amino butyric acid
- PCA
Principal component analysis
- ANOVA
Analysis of variance
Compliance with ethical standards
Conflict of interest
Authors declared no conflict of interest.
Footnotes
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
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