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1.
The objective of this study was to use molecular spectral analyses with the diffuse reflectance Fourier transform infrared spectroscopy (DRIFT) bioanlytical technique to study carbohydrate conformation features, molecular clustering and interrelationships in hull and seed among six barley cultivars (AC Metcalfe, CDC Dolly, McLeod, CDC Helgason, CDC Trey, CDC Cowboy), which had different degradation kinetics in rumen. The molecular structure spectral analyses in both hull and seed involved the fingerprint regions of ca. 1536–1484 cm−1 (attributed mainly to aromatic lignin semicircle ring stretch), ca. 1293–1212 cm−1 (attributed mainly to cellulosic compounds in the hull), ca. 1269–1217 cm−1 (attributed mainly to cellulosic compound in the seeds), and ca. 1180–800 cm−1 (attributed mainly to total CHO C–O stretching vibrations) together with an agglomerative hierarchical cluster (AHCA) and principal component spectral analyses (PCA). The results showed that the DRIFT technique plus AHCA and PCA molecular analyses were able to reveal carbohydrate conformation features and identify carbohydrate molecular structure differences in both hull and seeds among the barley varieties. The carbohydrate molecular spectral analyses at the region of ca. 1185–800 cm−1 together with the AHCA and PCA were able to show that the barley seed inherent structures exhibited distinguishable differences among the barley varieties. CDC Helgason had differences from AC Metcalfe, MeLeod, CDC Cowboy and CDC Dolly in carbohydrate conformation in the seed. Clear molecular cluster classes could be distinguished and identified in AHCA analysis and the separate ellipses could be grouped in PCA analysis. But CDC Helgason had no distinguished differences from CDC Trey in carbohydrate conformation. These carbohydrate conformation/structure difference could partially explain why the varieties were different in digestive behaviors in animals. The molecular spectroscopy technique used in this study could also be used for other plant-based feed and food structure studies.  相似文献   

2.
Four newly developed huless barley cultivars with altered carbohydrate traits were developed at the Crop Development Centre (CDC), University of Saskatchewan which varied for amylose (1–40% DM), and β-glucan (5–10% DM) content. The four hulless barley cultivars include zero-amylose waxy, CDC Fibar; 5%-amylose waxy, CDC Rattan; normal-amylose, CDC McGwire and high-amylose, HB08302. CDC Copeland was also included as a hulled barley control. Our previous study revealed the altered carbohydrate traits in barley affected nutrition availability and rumen degradation kinetics. These biological differences may be caused by differences in their molecular structure features. The objectives of this study were to (1) reveal molecular structure features in the four hulless barley cultivars with altered carbohydrate traits, and (2) quantify the molecular structural features in relation to rumen degradation kinetics, intestinal nutrient digestion and predicted protein supply to dairy cattle. Conventional Molecular Infrared-vibration Spectroscopy was applied to detect biochemical characteristics of functional group bands including protein, non-starch carbohydrate (β-glucan and cellulosic compounds) and total carbohydrate. Spectral data were further analyzed using univariate analysis of recording absorption peak parameters (baseline, region, relative height and area) and also multivariate analysis with agglomerative hierarchical cluster analysis and principal components analysis. Although correlation results showed weak correlation (P < 0.05) between identified functional group bands and ruminal degradation kinetics and estimated protein supply from both models, molecular structure differences of hulless barley cultivars can still be detected by the Molecular Infrared-vibration Spectroscopy technique and potential truly protein supply (MP) was significantly affected (P < 0.05) by protein molecular structure characteristics in hulless barley cultivars.  相似文献   

3.
BARLEYmax is a novel hull-less barley cultivar lacking activity of a key enzyme required for starch synthesis (SSIIa), resulting in a grain with reduced total starch, higher dietary fiber, and higher fructan content. In this study, we examined the quantitative differences in fructan among 2 hull-less barley lines (BARLEYmax and Mannenboshi) and 2 peeled barley lines (Glutinous barley rice and Hindmarsh). We found that BARLEYmax had a higher fructan content, particularly 2 types of fructooligosaccharides (FOS), namely kestose and nystose, the important components of fructan that have some beneficial effects for human health. We established a mass spectrometry imaging (MSI) method to further investigate the content and localization of FOS in the barley lines. We found that kestose, nystose, and fructosyl-nystose showed increased molecular ion intensities in BARLEYmax compared with those in other barley lines. These results confirmed that the loss of SSIIa activity in BARLEYmax leads to a decrease in starch in the cytoplasm and an increase in fructan in the vacuole as an energy store. Overall, these findings demonstrate that MSI analysis is helpful for understanding FOS localization in cereal grains and for visual comparison among matured grains.  相似文献   

4.
Arabinoxylans (AX) are part of dietary fiber. They are currently under study due to their potential prebiotic effect. Wheat whole grain flours contain all the grain layers and, therefore, present a higher arabinoxylan content than white flour. It is known that the chemical structure of these compounds varies with the type of wheat cultivar and the tissue from which they are extracted. In this work, water soluble extractable arabinoxylans (WE-AX) from two types of wheat whole flours (hard and soft) were extracted. We characterized the molecular size distribution and the potential prebiotic effect of those extracts. The prebiotic effect was evaluated in vitro and confirmed in vivo. Bacterial group abundance (Lactobacillus, Bifidobacterium, Clostridium, Enterococcus, Bacteriodes and total bacteria) was determined by quantitative RT-PCR. The molecular size of AX from hard wheats was significantly higher than AX from soft wheats. Both extracts showed potential prebiotic activity by increasing the growth of beneficial bacteria in vitro and in vivo, decreasing the pathogens in the profile of intestinal microorganisms and increasing the amount of short chain fatty acids in the intestine. WE-AX from hard wheat showed a higher prebiotic activity. Prebiotic effect assessed in vitro and in vivo assays showed a significant correlation between both types of analysis. This finding suggests that the in vitro indices performed allow predicting the potential prebiotic effect in vivo.  相似文献   

5.
Arabinoxylan is an important hemicellulose potentially affecting wheat baking qualities, barley malt quality, and may impart prebiotic benefits. Water-extractable (WEAX) and total arabinoxylan (TOAX) were characterized in 204 wheat and barley accessions, respectively, using an orcinol-ferric chloride assay. WEAX measurement accuracy was optimum when glucose concentration was greater than 12–13 times pentose concentration. The modified method removed enough excess glucose spectral absorbance to make the corrected and uncorrected lines different, but still significantly correlated (p = 0.009, R = 0.94). Mean WEAX (expressed as percentage WEAX of TOAX) for the wheat accessions was 15.90%, ranging from 8.82% to 24.87%, and for barley accessions WEAX the mean was 7.10%, and ranged from 2.98% to 13.86%. Conclusions are 1) the assay is useful for a breeding program because of its semi-high throughput design for the simultaneous analysis of 16 (WEAX) to 40 (TOAX) barley lines or 24 (WEAX) to 40 (TOAX) wheat lines, 2) the trichromatic measurement reduces the impact of glucose, and 3) the broad range of WEAX measured showed that barley and wheat accessions vary in their extractable and unextractable components.  相似文献   

6.
Four hulless barley cultivars (zero-amylose waxy, CDC Fibar; 5%-amylose waxy, CDC Rattan; normal-amylose, CDC McGwire and high-amylose, HB08302) were developed at the Crop Development Centre, University of Saskatchewan, with differences in carbohydrates traits on the basis of amylose (1–20% DM) and β-glucan (5–10% DM) content. The objectives of this research were to determine: 1) the effect of the alteration of these carbohydrate traits in hulless barley on nutrient availability in ruminants, and 2) carbohydrate structure conformation on hourly effective rumen degradation ratio, in comparison with hulled barley-CDC Copeland. Among the hulless barley lines, HB08302 was greater (P < 0.05) in rumen bypass crude protein (BCP: 52.1% CP), effective degradability (ED) of neutral detergent fibre (EDNDF: 74 g/kg DM) than these in CDC Fibar, whereas CDC Fibar showed greater (P < 0.05) effective degradable crude protein (EDCP: 90 g/kg DM) than the other hulless barley lines. Compared with hulless barley, the hulled CDC Copeland showed relatively greater (P < 0.05) BNDF (62.5% NDF or 98 g/kg DM), starch degradation rate (Kd: 17.4%/h) and EDST (75.9% ST) but reduced (P < 0.05) rumen undegradable protein (RUP: 49 g/kg DM). With the respect to hourly effective degradation (ED) ratios, hulless barley cultivars exhibited relatively optimal hourly ED ratios, ranging from 23 to 34 g N/kg CHO, higher than the hulled barley. Among hulless barley cultivars, CDC Fibar and Rattan had the highest (P < 0.05) ratios (34 g N/kg CHO), while the ratio for CDC McGwire (23 g N/kg CHO) was the lowest (P > 0.05). In conclusion, hulless barley lines with altered carbohydrate traits have the potential to increase rumen nutrient availability to ruminants. The altered carbohydrate conformation of hulless barley affected hourly ED ratios, thus affecting rumen nitrogen to energy synchronization.  相似文献   

7.
The objective of this study was to determinate grain unique protein inherent molecular structure that are related physiochemical and nutrient profiles in CDC developed oat varieties [CDC Nasser (Feed Type) and CDC Seabiscuit (Milling Type)] grown in cool climate condition in western Canada in comparison with conventional barley variety of CDC Meredith as a control using advanced molecular spectroscopy. Multivariate analyses, including an agglomerative hierarchical cluster analysis (CLA) and principal component analysis (PCA), were performed to identify protein molecular structural differences among the grains. The results revealed that CDC Seabiscuit contained greater (P < 0.05) protein structural Amide I and II than CDC Nasser and CDC Meredith, while the greater (P < 0.005) structural Amide I to II area and height ratios was detected in CDC Meredith. New oat grains had greater (P < 0.05) β-sheet height than barley grains, however, there was no difference in α-helix to β-sheet ratio values among the varieties. In conclusion, CDC Nasser and CDC Meredith had no difference in protein molecular structural features, while CDC Seabiscuit contains different protein structural characteristics as compared to CDC Meredith grain. The molecular structure features are highly associated with physiochemical and nutrient profiles in grains, which indicate that it also affect nutrient utilization and availability.  相似文献   

8.
The starchy endosperm of the mature wheat grain comprises three major cell types, namely sub-aleurone cells, prismatic cells and central cells, which differ in their contents of functional components: gluten proteins, starch, cell wall polysaccharides (dietary fibre) and lipids. Gradients are established during grain development but may be modified during grain maturation and are affected by plant nutrition, particularly nitrogen application, and environmental factors. Although the molecular controls of their formation are unknown, the high content of protein and low content of starch of sub-aleurone cells, compared to the other starchy endosperm cells types, may result from differences in developmental programming related to the cells having a separate origin (from anticlinal division of the aleurone cells). The gradients within the grain may be reflected in differences in the compositions of mill streams, particularly those streams enriched in the central and outer cells of the starchy endosperm, respectively, allowing the production of specialist flours for specific end uses.  相似文献   

9.
This paper explores the feasibility of particle-based detection and grading of seed vigor based on a self-built seed single-granulation device using near infrared spectroscopy (NIRS). Sweet corn with uniform kernel size was used for this study. The seed samples were divided into three types, they were normal seeds, artificially aged seeds and heat-damaged seeds. A 2-part spectral acquisition of each seed were performed, one for the collection of seeds that fall into the detection zone within the separation pipe, another was on the static platform, whose collection was performed on 5 faces of each seed. Partial least squares discriminant analysis (PLS-DA) was used to classify the original data of the seeds. In the 2 parts, the discriminant results of the unprocessed normal seeds and the artificial accelerated aging seeds, the untreated normal seeds and the heat-damaged seeds showed that classification accuracy was higher than 98%. The research indicates that the spectral data of different positions of seeds can reflect their activity information, and it is feasible to detect and classify seeds in real time in the detection area of the separation pipeline.  相似文献   

10.
11.
Celiac disease (CD) is an immune-mediated disease triggered by wheat gluten and related prolamins. A lifelong gluten-free (GF) diet is mandatory to normalize the intestinal mucosa. We previously found that transamidation by microbial transglutaminase of gluten was effective in suppressing the gliadin-specific inflammatory response in CD patients without influencing the main technological properties of wheat flour or semolina. In this study, we produced on a pilot scale a soluble form of transamidated gluten (soluble protein fraction, spf), characterised by a high protein content (88 mg/ml), while native gluten was dramatically reduced (32 ± 2 ppm; R5-ELISA). Using HLA-DQ8 transgenic mice as a CD model, we found suppression of interferon-γ secretion in gliadin-specific CD4+ T cells challenged with spf-primed dendritic cells. In terms of functional properties, spf showed both solubility and emulsifying activity values within the range of commercial soluble glutens. Notably, dough prepared by mixing rice flour with spf could leaven. After baking, blended rice bread had a higher specific volume (2.9 ± 0.1) than control rice bread (2.0 ± 0.1) and acquired wheat-like sensory features. Taken together, our results highlighted the technological value of transamidated soluble gluten to improve both nutritional and sensory parameters of GF food.  相似文献   

12.
Zinc (Zn) is an essential micronutrient for human health. Breeding zinc-rich crop genotypes is considered as potential solution to Zn deficiency. In this study, variation of Zn uptake, accumulation, distribution and the estimated bioaccessibility among 30 wheat genotypes across two locations were investigated with field experiments. A significant difference in grain Zn concentrations occurred across the two locations, with the corresponding values of 55.24 and 57.14 mg kg−1. Grain Zn concentration was significantly and positively correlated with grain Mn concentration (0.698**, 0.617** for two locations). The estimated grain Zn bioaccessibility also showed a significant difference, a trend similar to grain Zn concentrations but with lower values (13.87 and 13.49 mg Zn d−1 for two locations). These results indicate that the interaction of locations * genotypes may play an important role in grain Zn concentrations and Zn bioaccessibility.  相似文献   

13.
The increase in ethanol production continues to drive the availability of distillers' grains, which are used as an animal feed for cattle, swine and poultry. In its wet state this co-product of the ethanol production process must be fed or treated before spoiling and reaching its shelf-life, only 3–5 days after production. Novel treatment technologies, such as high voltage atmospheric cold plasma (HVACP), continue to show promise as a method to increase the shelf-life of many products such as contaminated animal feed. This study investigated the parameters grain depth, amount of sample and exposure time, for effective treatment of distillers’ grains to increase shelf-life using HVACP. This work evaluates the different combinations of treatments to determine, which parameters are critical for reduction in microbial growth and increase shelf-life. The efficacy of the reactive gas species (RGS) produced by HVACP, at 70 kV for up to 360 s, moving through the grain mass of distillers wet grains (DWG) was evaluated by measuring microbial load (log reduction), moisture content and pH after 0, 14 and 28 days of storage at 25 °C at grain depths of 1, 2.5 and 4.5 cm. Results showed a higher log reduction at the 1 cm depth than at 2.5 and 4.5 cm for measurements after the initial treatment. Stored samples continued to show reductions, however the greater depths had higher log reductions than the surface. Nutrient composition and amino acid profiles were also analyzed, showing no significant difference between treated and untreated samples over the storage period.  相似文献   

14.
Waxy and non-waxy hull-less barley kernels and their isolated starches were irradiated under different microwave conditions (power 640, 720, and 800 W, time 60, 120 and 180 s). Changes in physicochemical properties were studied to investigate the effects of microwave irradiation (MWI) on in-kernel starches and isolated starches. For in-kernel starch, microwave reduced the ratio of 1047/1022 cm−1 wavelengths, gelatinization enthalpy (ΔHg) and relative crystallinity (RC), indicating that microwave of starch within the cells disrupted the crystalline regions. For isolated starch, microwave decreased the ratio of 1047/1022 cm−1 wavelengths but increased ΔHg of isolated starch, indicating that microwaving resulted in disruption of amorphous structure and an increase in the amount of remaining double helix structure. Moreover, viscosities of in-kernel starches decreased as microwave power and time increased, but this was not observed in isolated starches. Microwave treatment induced an enhancement of gelatinization temperature for non-waxy starches (NWS) but decreased in waxy starches (WS). Microwave had a greater effect for swelling power and solubility on in-kernel MWI-WS than MWI-WS, whereas the reverse results were found between in-kernel MWI-NWS and MWI-NWS. The results indicated that amylose plays a profound role in the properties of isolated and in-kernel starches during microwaving.  相似文献   

15.
The objectives of this study were to (1) investigate the relationship between physicochemical characteristics (mean/median particle sizes, physical hull content) and hydrolyzed hydroxycinnamic acid profile (ferulic acid (FA), para-coumaric acid (pCA), and their ratio) of barley varieties and in situ rumen degradability in dairy cattle; and (2) investigate rumen degradation kinetics of FA and pCA of CDC barley varieties grown in western Canada. Barley variety had a significant effect (P < 0.05) on rumen undegradable fraction of DM, FA, pCA, neutral (NDF) and acid detergent fiber (ADF) at 12 and/or 24 h of rumen incubation. FA in barley grain was more degradable than the pCA (P < 0.05). There were no differences (P > 0.05) in effective degradability of DM (EDDM) and EDFA, but significant differences in EDpCA (P < 0.05). Barley hull was strongly correlated to NDF, ADF, ADL, hemicellulose and cellulose (R > 0.78, P < 0.001) and correlated to FA (R = 0.57, P < 0.05) but not to pCA (R = 0.42, P > 0.05) in original samples. FA and pCA were highly and positively correlated to NDF, ADF, ADL, hemicellulose, cellulose, mean/median particle sizes, and rumen indigestible DM, NDF and ADF at either 12 or 24 h (P < 0.05). Mean/median particle size of barley grain positively influenced the rumen indigestible DM, but not others (FA, pCA). The results implied that reduction of barley hull, FA and pCA contents could increase the degradability of barley grain in rumen. Multi-regression with best model variable selection analysis revealed that FA was the factor most inhibiting to DM degradability of barley in rumen, and was the most effective factor to predict DM degradability, while hull was the most effective factor to determine NDF degradability in rumen. Both hull and FA affected ADF degradability in the rumen. The results indicate that breeding or identifying barley varieties with lower hull and FA contents would result in higher degradability, higher energy density and higher quality barley and improve nutrient availability of barley.  相似文献   

16.
High temperature stress during ripening increases the frequency of chalky grains, resulting in a lower market value for rice (Oryza sativa L.). Changes in starch properties and the accumulation pattern of storage proteins are proposed to be related to the occurrence of chalky grains. This study investigated changes in the accumulation of key storage compounds in the grains of Japanese highly palatable rice cultivars, subjected to high temperature stress when grown in a growth chamber and the field. The 13 kDa prolamin content was significantly reduced in a highly heat-sensitive cultivar, Tsukushiroman, whereas the 13 kDa prolamin content was not affected in a heat-tolerant cultivar, Genkitsukushi, even in a high temperature chamber condition (31/26 °C day/night), when compared with the control chamber condition (26/21 °C day/night) for both genotypes. In addition, grains grown in field conditions revealed that severely chalky grains had less 13 kDa prolamin than perfect grains in all five genotypes. Changes in amylose content and the distribution of amylopectin chain lengths did not explain the difference in grain appearance both for chamber and field experiments. These results strongly suggest that physiological processes linked with the synthesis of 13 kDa prolamin are associated with grain appearance in Japanese highly palatable under high temperature stress.  相似文献   

17.
Coix seed, which is a traditional Chinese medicine, has been used to treat hypertension for thousands of years. It has been shown that Coix prolamin peptides display high levels of angiotensin I converting enzyme (ACE) inhibitory activity. Hence, we purified the ACE inhibitory peptides from Coix prolamin hydrolysates and evaluated the influence of the most potent peptide on the renin-angiotensin system (RAS) genes expression in human umbilical vein endothelial cells (HUVECs). In this study, Coix prolamin peptides were sequentially separated by ultrafiltration, ion exchange chromatography, gel filtration chromatography and RP-HPLC, while the peptide structure was analyzed by mass spectrometry. Next, in silico proteolysis, pharmacophore and molecular docking were further applied to screen and optimize the structure of peptides. Finally, a novel ACE inhibitory peptide VDMF was obtained, in which its influence on the gene expression of RAS signaling pathway in AngⅡ-injury HUVECs was evaluated by quantitative real-time PCR. VDMF significantly down-regulated ACE, AngII type 1 receptor (AT1R) and ACE2 mRNA expression in comparation with model group, while up-regulating Mas gene expression. Hence, we obtained a novel antihypertensive candidate that was derived from the Coix peptides, which could involve a multi-modulation mechanism that regulates blood pressure.  相似文献   

18.
Methodology for the quantitative analysis of intact glutenin proteins by ESI-LC-MS was developed with 1 Da mass resolution, constituting the first published application of proteoform profiling to plant biology. Two parent lines and 28 F5 crosses were analyzed in two blocks, 14 months apart. Control sample data were used to align retention times and normalize abundance between sample sets. A total of 4622 observations of 347 distinct proteoforms between 17 899 and 88 744 Da were observed. Proteoform abundances spanned a 1000-fold range and were linear (r2 > 0.990) with dilution. A novel method for the objective elimination of low intensity, noise-dominated data using replicate variability within the dataset is presented. Two abundant PTMs were detected; one known but uncharacterized Bx and Dy high-molecular-weight glutenin subunit (HMWGS) PTM and the other in 24 low molecular weight proteoform pairs. Finally, 16 abundant proteoforms were detected in progeny but not in either parent. This application should increase the statistical power of correlations between gluten complement and functional data and drive the detection of novel PTMs that may indicate differential regulation of the cellular processes related to quality.  相似文献   

19.
Hulless barley breeding lines varying in amylose (1–20% DM) and β-glucan content (5–10% DM) have been developed at the Crop Development Centre, Canada. The objectives of this large-scale study were to 1) determine and confirm the effect of these new hulless barley lines (zero-amylose waxy, CDC Fibar; 5%-amylose waxy, CDC Rattan; normal-amylose, CDC McGwire and high-amylose, HB08302) with altered carbohydrate traits on 1) metabolic characteristics of protein; 2) intestinal digestion of various nutrients and 3) modeling nutrient supply from these barley varieties by using NRC Dairy 2001 model and DVE/OEB system. CDC Copeland was included as a hulled barley control. Among the hulless barley lines, CDC Fibar contained the highest and CDC McGwire contained the lowest total digestible protein (TDP: 147 vs. 116 g/kg DM). HB08302 was greater (P < 0.05) in intestinal digestible protein (IDP: 40.6% RUP) but relatively lower (P < 0.05) in total digestible protein (TDP: 120 g/kg DM). Compared with hulless barley, hulled barley showed relatively lower (P < 0.05) intestinal digestible protein (38 vs. 53 g/kg DM) and total digestible protein (102 vs. 129 g/kg DM). In modeling nutrient supply from the DVE/OEB system, the results showed hulled barley was lower (P < 0.01) in true protein supplied to the small intestine (TPSI: 127 vs. 142 g/kg DM), lower in truly absorbed rumen bypassed feed protein in small intestine (ABCPDVE: 43 vs. 58 g/kg DM), lower in truly absorbed protein in the small intestine (DVE: 95 vs. 111 g/kg DM), and lower in degraded protein balance (OEBDVE: −39 vs. −23 g/kg DM) than the hulless barley lines but greater (P < 0.01) in undigested inorganic matter (9 g/kg DM). From NRC Dairy 2001 model, CDC Fibar was greater (P < 0.05) in degraded protein balance (OEBNRC: −30 g/kg DM) and metabolizable protein (MP: 118 g/kg DM) than the other hulless barley lines, while hulled barley was relatively lower (P < 0.01) in total metabolizable protein (MP: 83 vs. 105 g/kg DM). Our correlation results suggested that TDP was negatively correlated to amylose (r = −0.85, P < 0.001) but positively correlated to β-glucan level (r = 0.74, P < 0.001) in hulless barley cultivars. The DVE and OEBDVE as well as MP were negatively correlated (P < 0.05) to amylose level but positively correlated to β-glucan level (P < 0.05). In conclusion, altered carbohydrate traits in the hulless barley varieties have the potential to increase intestinal nutrient availability to ruminants and significantly improved the truly absorbed protein supply to dairy cattle compared to hulled barley. Hulless barley with lower amylose and higher β-glucan level could provide greater (P < 0.05) truly digested protein in the small intestine, better synchronized available energy and N and increase metabolizable protein supply to ruminants.  相似文献   

20.
Non-starch polysaccharides (NSP) in cereals, after starch and gluten proteins, determine the technological and nutritional properties of flour, dough and end product. From NSPs, the arabinoxylans are the most important components studied in wheat nowadays. The novelty of our study is the investigation of the variability and clustering ability of the wheat lines based on different quantitative and qualitative traits of arabinoxylans. The quantitative properties, the total and the water-extractable arabinoxylan content of wheat flours were measured separately by gas chromatography. The qualitative property referring to the structure of the molecule was the molecular weight distribution measured by size exclusion liquid chromatography. According to the results the variability of arabinoxylan properties in the breeding lines varied between wider ranges then the values measured for the parental varieties. The correlation between the quantitative parameters, and a trend between quantitative and qualitative parameters were described. During the cluster analysis, the parents were well separated into different groups. The parameters that played an important role in the clustering were the ratio of the probability of occurrence of molecular size ranges along with the quantitative traits of AX. The selected samples can be used for further targeted breeding while the methodology was used in this work can be suitable for selecting lines/varieties for special food or other industrial applications.  相似文献   

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