- 1Crop Ecophysiology and Cultivation Key Laboratory of Sichuan Province, College of Agronomy, Sichuan Agricultural University, Chengdu, China
- 2College of Life Science and Engineering, Southwest University of Science and Technology, Mianyang, China
Giant embryo rice is known as a highly nutritious functional rice because it is rich in gamma-aminobutyric acid (GABA), which has various regulatory functions in the human body. To study the response of giant embryo rice yield and quality to nitrogen (N) application, and to verify the effect of giant embryo brown rice on alleviating hyperlipidemia in rats. In this study, field experiments were conducted in 2020 and 2021 using the giant embryo rice varietiers J20 (japonica) and Koshihikari (japonica) rice as experimental materials and five N levels, 0 (N0), 90 (N1), 135 (N2), 180 (N3) and 225 (N4) kg ha-1. The results showed that the yield of both varieties increased with increasing N and the maximum values were observed under the N2 treatment. As more N was gradually applied, the brown rice rate, milled rice rate, head rice rate and GABA content of both varieties first increased and then decreased, while the chalky grain rate and chalkiness showed the opposite trend. The optimal values of these indexes were observed under the N2 treatment. The peak viscosity and breakdown value of J20 decreased, while its setback value and pasting temperature increased with increasing N. In contrast, Koshihikari showed the opposite trend. The protein content and protein component contents of both varieties showed an increasing trend with increasing N, among which gliadin was the most sensitive protein component to N fertilizer. Animal experiments results showed that J20 brown rice could significantly slow the rate of weight gain of rats, reduce serum total cholesterol and triglyceride levels and increase high-density lipoprotein cholesterol levels. Therefore, increasing N could effectively enhance J20 yield and improve processing, appearance and nutritional quality but decrease cooking and eating quality. The brown rice J20 had the effect of slowing the rate of weight gain and reducing the hyperlipidemia level of rats, the optimal N application rate for achieving high yield, high quality and good functional characteristics in the giant embryo rice J20 was 135 kg ha-1. These findings will provide a theoretical and technical foundation for the popularization and application of giant embryo rice in the future.
1 Introduction
Giant embryo rice is a special, highly nutritious, multifunctional rice; its embryo is 2-3 times larger than that of ordinary rice, and some embryos can even reach more than 5 times the size of those of ordinary rice (Wei et al., 2005; Fang et al., 2021). Rice embryos are rich in natural nutrients such as protein, lipids, and vitamins, especially GABA, which has various regulatory functions in the human body (Zheng et al., 2012; Peng et al., 2019). The functions of GABA include lowering blood lipids, activating the liver and kidney, and preventing obesity; moreover, giant embryo rice is known as “longevity rice” and “high-nutrition functional rice” (Chung et al., 2021). Hypertension is one of the most common lifestyle-related diseases. Some studies have shown that the use of giant embryo rice can alleviate the high cholesterol, high blood sugar and other diseases (Hee-Ky et al., 2020). Feeding the mice with giant embryo rice, it can effectively prevent diabetes and hyperlipidemia, and has the effect of reducing body weight (Chung et al., 2021). Therefore, the giant embryo rice has attracted increasing attention from rice genetic and breeding experts at home and abroad in recent years because it meets people’s current food consumption concept and healthy life concept.
However, there is limited research on the supporting cultivation technology of giant embryo rice, especially the effects of different N application rates on GABA content. It mainly involved areas such as the innovation of germplasm resources (Zhang et al., 2017) and nutritional value analysis (Zhang et al., 2013). Many giant embryo rice varieties, such as “Haiibuki” (Kawakami et al., 2018), “giant embryo rice TgeB” (Zhang et al., 2008), and “Shangshida No. 5” (Ren et al., 2011), have been cultivated at home and abroad. The contents of protein, lipids, minerals, vitamins and amino acids in giant embryo brown rice have been increased to varying degrees (Zhang, 2008), especially the GABA content, which has been increased significantly, and in some varieties the GABA content is even 2-6 times higher than that in ordinary rice (Yang, 2008). Nitrogen is one of the most important limiting factors in rice production and plays an important role in rice growth and development and yield and quality improvement (Pan et al., 2017). For a long time, the application of nitrogen N fertilizer has been an important measure to ensure high rice yield and quality. However, excessive application of N will not only reduce rice yield and quality but also cause environmental pollution (Ju et al., 2015). Therefore, the appropriate N application rate is the key factor to ensure the high-quality cultivation of giant embryo rice.
Giant embryo rice is still planted sporadically in China. On the one hand, this is due to the lack of varieties with high yield, high quality and wide adaptability; on the other hand, there is no mature cultivation technology, and making it difficult to widely promote giant embryo rice cultivation (Dai et al., 2011). Therefore, an experiment was conducted involving the giant embryo rice J20 and five N application levels. The objective of this study was to determine the effects of N application on the yield and quality of giant embryo rice and to explore the effects of giant embryo rice on hyperlipidemia model rats. The results of this study will provide a theoretical and technical foundation for the popularization and application of giant embryo rice.
2 Materials and methods
2.1 Experimental site information
The experiment was conducted in Chongzhou Modern Agricultural Research Park of Sichuan Agricultural University from 2020 to 2021 (30°56′ N, 103°65′ E). The previous crop was rapeseed, and the texture of the topsoil (0-20 cm) was sandy loam. Organic matter (K2Cr2O7 -volumetric method), total nitrogen (Kjeldahl method, UDK-169, ITA), alkaline hydrolyzable nitrogen (alkali hydrolysis diffusion method), available phosphorus (Mo–Sb colorimetry after digestion with H2SO4 and HClO4), available potassium (flame spectrometry after NH4OAc extraction), pH (tested in a sample containing a 1:2.5 ratio of soil to water). The basic fertility of the tested soil is shown in Table 1.
2.2 Experimental materials
The tested rice varieties were giant embryo japonica rice J20 (selected from Koshihikari by using the chemical mutation method, and the embryo was twice as large as that of Koshihikari) and Koshihikari (Kyushu University and Agricultural Biological Resources Research Institute of Japan), both with high yield and good quality. A comparison between J20 and Koshihikari brown rice is shown in Figure 1.
Figure 1 Comparison of grain types between J20 and Koshihikari. (A) Comparison of J20 and Koshihikari brown rice; (B) Comparison of J20 and Koshihikari grains; (C) J20 compared with Koshihikari brown rice embryo. The scale bar is 5 mm.
2.3 Experimental design
The experiment adopted a randomized block design with 5 N levels: N0: 0 kg ha-1, N1: 90 kg ha-1, N2: 135 kg ha-1, N3: 180 kg ha-1, N4: 225 kg ha-1; N0 was used as the control. The plot area was 5.0 m × 4.0 m, which was replicated 3 times for a total of 30 plots. The transplant density was 30 cm × 25 cm, and 2 seedlings were planted in each hill. In 2020, the seedlings were sown on April 12, artificially transplanted on May 16, and harvested on August 25; in 2021, they were sown on April 16, artificially transplanted on May 20, and harvested on August 29. The N fertilizer used was urea (N ≥ 46%), which was applied according to a base fertilizer:tiller fertilizer ratio of 6:4. The potassium fertilizer used was potassium chloride (K2O ≥ 60%, 180 kg ha-1), and the phosphate fertilizer used was superphosphate (P2O5 ≥ 12%, 90 kg ha-1). The base fertilizer and all phosphorus and potassium fertilizers were applied 1 day before transplanting, and all other field management measures remained the same.
2.4 Sampling and measurements
2.4.1 Yield and yield components
At the maturity stage, 30 hills were selected from each plot to investigate the number of effective panicles, and 5 hills were selected from each plot according to the average number of effective panicles. The total number of grains per panicle, number of grains per panicle, 1000-grain weight, seed setting rate, theoretical yield and other indicators were determined. Rice was then harvested in different areas and dried in the sun, and the actual yield was measured when the water content of rice was 14%.
2.4.2 Quality
The quality of the rice of each treatment was measured after it was dried and stored for 3 months. The brown rice rate, milled rice rate, head rice rate, chalky grain rate and chalkiness degree of rice were determined in accordance with the national standard of the People’s Republic of China (GB/T 17891-2017).
A total of 3.00 g brown rice flour and 25.0 mL of distilled water were added to a test tube. Pasting properties were measured by using a rapid visco analyzer (RVA) device (3-D, Newport Scientific, Sydney, Australia) and analyzed with Thermal Cycle for Windows (TWC) software. Viscosity values were measured in a rapid viscosity analyzer unit (RVU).
The protein content was measured from the total N content of head rice with a conversion index of 5.95 via the Kjeldahl method.
The determination of the protein content was performed by accurately weighing 0.30 g of brown rice flour and continuously extracting different components using four solvents: ultrapure water, 0.6 mol L-1 NaCl, 80% ethanol and 0.06 mol L-1 NaOH. The absorbance value was detected at 595 nm after color development with the Coomassie brilliant blue method, and the content of each protein component of grain samples was calculated according to the standard curve (Lan et al., 2021).
2.4.3 GABA content
For each treatment, an appropriate amount of brown rice grains was crushed and sieved, and then 0.4 g was accurately weighed into a 15-ml centrifuge tube. Then, 8 ml of 0.1 mol L-1 hydrochloric acid was added, and the mixture was shaken by hand and left to leach overnight. The mixture was then shaken on a shaker for 60 min. Next, 2 ml of supernatant was collected and centrifuged (14,500 rpm at 4°C for 15 min). Then, 500 μl of supernatant was collected, an equal volume of 10% sulfosalicylic acid was added, mixed well, and the mixture was allowed to stand at 4°C for 15 min to precipitate. Next, 500 μl of the supernatant was collected with a 1-ml syringe, filtered through a 0.45-μm filter, and detected by an amino acid analyzer (A300, Membrapure, Hennigsdorf, Germany).
2.4.4 Animals and diet
All rats were purchased from Chongqing Tengxin Biotechnology Co., Ltd. with production license scxx (Yu) 2012-0008. Both J20 brown rice and Koshihikari brown rice were treated with an N application rate of 135 kg ha-1. Thirty 7-week-old male hyperlipidemia model rats were selected and fed with standard mouse daily chow and free access to food and water before the start of the experiment. After 7 days of adaptation, they were randomly divided into a control group (normal feed), experimental group 1 (Koshihikari brown rice) and experimental group 2 (J20 brown rice), with 10 animals in each group. All experimental animals were kept in the animal room of the College of Animal Science and Technology, Southwest University of Science and Technology. The animal room was clean and well ventilated, the temperature was 22°C ± 2°C, the relative humidity was 60% ± 5%, and the light cycle was 12 h. The feeding cycle was 5 weeks, and the weight was weighed every weekend. After the test period, the rats were anesthetized with ether following a 12-h fast. Blood samples were collected from the orbit of the rat and placed in a 10 ml vacuum blood collection tube, and centrifuged at 5000 r/min at 4°C for 10 min to separate the plasma. Then, the supernatant was dispensed into 2 ml centrifuge tubes and stored at -60°C for later use. An automatic biochemical analyzer was used for the determination of triglyceride (TG), total cholesterol (TC), high-density lipoprotein cholesterol (HDLC) and low-density lipoprotein cholesterol (LDLC).
2.5 Statistical analysis
Data were analyzed by using analysis of variance (ANOVA), and means were compared based on the least significant difference (LSD) test at the 0.05 probability level by using SPSS 25.0 (Statistical Product and Service Solutions Inc., Chicago, IL, USA). Origin Pro 2020 (OriginLab, Northampton, MA, USA) was used to draw the figures.
3 Results
3.1 Yield and yield components
The two-year yields of the two varieties showed a trend of first increasing and then decreasing with increasing N, and the highest yield was observed under the N2 treatment (Table 2). The average yield of the two varieties under the N2 treatment increased by 40.74% (J20) and 34.55% (Koshihikari) compared with that under the N0 treatment. There was no significant difference among the yields under the N2, N3, and N4 treatments, but they were all significantly higher than that under the N0 treatment. In the two-year experiment, the J20 yield had the largest variation coefficient and was more sensitive to N fertilizer, but the yield of J20 was lower than that of Koshihikari under the same N application rate. According to the average yield and N application rate of J20 and Koshihikari in the two years, the effect equations were established. For J20, the optimum N application rate was 136.22 kg ha-1 and the theoretical maximum yield was 6997.22 kg ha-1 (Figure 2). For Koshihikari, the optimum N application rate was 136.68 kg ha-1, and the theoretical maximum yield was 7217.52 kg ha-1 (Figure 3).
The effective panicle number of the two varieties first increased and then decreased with increasing N and the maximum values were observed under the N2 treatment, and the differences between the N2, N3, and N4 treatments and the N0 treatment were significant. The number of spikelets per panicle increased with increasing N, and the difference between the N4 and N0 treatments was significant. The seed setting rate and 1000-grain weight showed the same trend of both decreasing with increasing N, and the difference between the N0 treatment and the other treatments was significant.
3.2 Processing quality and appearance quality
The processing quality of both rice varieties had the same response to the N application rate tending to deteriorate with increasing N (Table 3). The brown rice rate, milled rice rate and head rice rate first increased and then decreased with increasing N and the maximum values were observed under the N2 treatment. In the two-year experiment, the coefficient of variation of the head rice rate was the largest among all indicators. The coefficient of variation of the head rice rate of J20 in 2021 was significantly larger than that of Koshihikari, and this indicator was the most sensitive to N fertilization. In terms of appearance quality, the chalky grain rate and chalkiness degree of both varieties first decreased and then increased with increasing N. The minimum values were observed under the N2 treatment, which were significantly different from the N0 treatment. In the two-year experiment, the coefficient of variation of the chalky grain rate and chalkiness was the largest for Koshihikari, and these parameters were the most sensitive to N fertilization.
3.3 RVA profile characteristics of brown rice flour starch
The effect of N application on the RVA profile characteristics of rice is shown in Table 4. The peak viscosity, trough viscosity, breakdown viscosity and final viscosity of J20 decreased with increasing N (except trough viscosity in 2021), while Koshihikari showed the trend of first increasing and then decreasing. These J20 indexes under the N2 treatment were significantly different from those under the N3 and N4 treatments. As more N was gradually applied, the setback viscosity of J20 first increased and then decreased, while Koshihikari showed the opposite trend. The pasting temperature of J20 showed an overall increasing trend, and Koshihikari first decreased and then increased. All indexes of Koshihikari performed best under the N2 treatment, and the difference between the N2 and N0 treatments was significant. The minimum values of setback viscosity and pasting temperature of J20 were observed under the N0 treatment. For both varieties, the coefficient of variation of the setback value was the largest, whereas the coefficient of variation of the peak viscosity and breakdown value of J20 was significantly larger than that of Koshihikari, and these parameters were more sensitive to N fertilization.
3.4 Protein, protein component and GABA contents in brown rice flour
The protein contents of both varieties increased with increasing N, and the protein contents under the N4 treatment were significantly different from those under the N0 treatment (except Koshihikari in 2020) (Table 5). The GABA contents of both varieties first increased and then decreased with increasing N, and the maximum values were observed under the N2 treatment. No significant differences were found among the treatments (except J20 in 2021). The protein and GABA contents of J20 were higher than those of Koshihikari under the same N application rate. The average GABA content of J20 in the two years was significantly higher than that of Koshihikari which increased by 51.91%. According to the GABA content and nitrogen application rate of J20 and Koshihikari, the effect equations were established. The optimum nitrogen application rate for J20 was 134 kg ha-1, and the maximum GABA content was 22.12 mg 100 g-1 (Figure 4). The optimum nitrogen application rate for Koshihikari was 143.50 kg ha-1, and the maximum GABA content was 15.24 mg 100 g-1 (Figure 5).
The content of protein components of both varieties increased with increasing N, and the albumin contents under the N4 treatment were significantly different from those under the N0 treatment (Table 6). In the two-year experiment, the coefficient of variation of gliadin content was the largest, and the coefficient of variation of albumin content of J20 was larger than that of Koshihikari, which was more sensitive to N fertilizer.
3.5 Correlation analysis
The correlation analysis of J20 indicators is shown in Table 7 (below the diagonal). The nitrogen application rate had a significant or extremely significant positive correlation with setback value and protein content, while there was a significant or extremely significant negative correlation with 1000-grain weight and breakdown value. The yield was significantly or extremely significantly positively correlated with the head rice rate and setback value but negatively correlated with the chalky grain rate and chalkiness degree. The correlation analysis of Koshihikari indicators is shown in Table 7 (above the diagonal). The nitrogen application rate was significantly or extremely significantly positively correlated with protein content, while it was significantly negatively correlated with 1000-grain weight. The GABA content was significantly positively correlated with the head rice rate and breakdown value.
Table 7 Correlation analysis between yield and quality of J20 (below the diagonal) and Koshihikari (above the diagonal).
3.6 Body weight analysis of different groups of rats during the feeding cycle
The results showed that there was an increasing trend of body weight with the development of the feeding cycle, but the body weight gain was different among the groups (Table 8). No significant difference was found in the starting body weight of rats in the different groups. After 1 week of feeding, compared with the control group, the body weight of the rats in the J20 brown rice group and the Koshihikari brown rice group was significantly reduced, but the difference between the two experimental groups was not significant. After 2 weeks of feeding, the body weight of the rats followed the trend of control group>Koshihikari brown rice group>J20 brown rice group, and there were significant differences among the groups. After 5 weeks of feeding, the body weight of the rats in the two experimental groups decreased by 6.33% (Koshihikari brown rice group) and 10.39% (J20 brown rice group) compared with the control group. These results indicated that both J20 brown rice and Koshihikari brown rice could significantly slow the weight gain of rats, and the effect of J20 brown rice was more obvious.
3.7 Detection of serum lipid-related indexes in different groups of rats
After the end of the test period, the detection results of serum lipid-related indexes of rats in each group are shown in Table 9. The results showed that the J20 brown rice could significantly reduce the concentrations of serum TG and TC of rats. The HDLC test results showed that the serum HDLC concentration of rats followed the trend of J20 brown rice group > Koshihikari brown rice group > control group. The serum LDLC concentration of rats fed J20 brown rice was the lowest, but no significant difference was found among the groups.
4 Discussion
4.1 Effects of nitrogen application rate on yield of giant embryo rice
N is one of the most important factors limiting rice growth and yield formation. Studies have shown that due to the differences in varieties and regions, the requirements of N application rates for high yields of different rice varieties differ. However, the N application rate does have a parabolic relationship with yield within a certain range (Xu et al., 2011; Cheng et al., 2018). The results of this study showed that as more N was gradually applied, the yield of both varieties first increased and then decreased. The highest yield was observed under the N2 treatment. The average yields in the two years of J20 and Koshihikari were 7035.21 kg ha-1 and 7357.26 kg ha-1, respectively. It is worth noting that in this study, under the same N application rate, the 1000-grain weight and yield of Koshihikari were higher than those of J20, which may be due to the increase in the proportion of embryos, insufficient space for grains to accumulate starch and poor endosperm development of J20 (Zhang, 2008). In addition, the energy consumed by embryo enlargement comes from the starch in rice, and a large reduction in starch leads to a decrease in 1000-grain weight and yield (Du, 2014). The effect equation was established according to the yield and N application rate of the two varieties, and it was calculated that the highest N application rates were 136.22 kg ha-1 (J20) and 136.68 kg ha-1 (Koshihikari), respectively, which were in good agreement with the actual values. These results indicated that the giant embryo rice J20 could obtain high yield under the conventional fertilizer application rate, and there was no significant difference between Koshihikari. Therefore, farmers might gain higher economic benefits by planting functional rice J20 under conventional field management measures without additional costs.
4.2 Effects of nitrogen application rate on the quality of giant embryo rice
In previous studies, the processing quality was found to be better under low N treatment, while the chalky grain rate and chalkiness first decreased and then increased with increasing N, indicating that the appropriate N application rate was conducive to the improvement of appearance quality (Yin et al., 2013). The present study showed that over a certain range, the brown rice rate, milled rice rate and head rice rate of both varieties increased with increasing N, while the chalky grain rate and chalkiness degree showed the opposite trend. However, when the amount of N fertilizer exceeded 135 kg ha-1, the processing quality and appearance quality worsened. The chalky grain rate and chalkiness degree of J20 were higher than those of Koshihikari under the same N application rate. We speculated that this was because the abnormal embryo development leads to excessive consumption of the carbon source entering the grain, which affects the starch synthesis in the endosperm. Alternatively, the chalky part was far away from the embryo and the decrease in carbon source transport efficiency led to insufficient filling of starch (Ge et al., 2021).
The characteristics of the starch RVA are closely related to the taste of rice. Rice with better eating quality generally has high peak viscosity, high breakdown viscosity and low setback viscosity (Yang et al., 2020). It is generally believed that the N application rate is negatively correlated with the RVA characteristics of rice starch (Hu et al., 2018; Wen et al., 2020). However, some studies have also found that either too high or too low of an N application rate would make the RVA profile characteristics worse (Guo et al., 2021). This study found that the sensitivity of different rice varieties to N fertilization differed. The cooking and eating quality of J20 was affected by N application more easily than that of Koshihikari. The highest peak viscosity, highest breakdown viscosity and lowest setback viscosity of J20 and Koshihikari were observed under the N0 and N2 treatments, respectively. The peak viscosity, trough viscosity, breakdown viscosity and final viscosity of J20 under the same N application rate were lower than those of Koshihikari. This result might be due to the higher protein content in J20, which inhibited the combination of water and rice flour, thereby reducing the viscosity (Zhu et al., 2016).
Previous studies have found that increasing the amount of N application can increase the protein content of rice and reduce the amylose content, which may be due to the accumulation of N in the plant and the enhanced activity of protein synthesis-related enzymes, thereby promoting protein synthesis (Zhang et al., 2021). The results of this study found that the contents of protein and protein components of the two varieties increased with increasing N in agreement with the results of previous studies. The coefficient of variation of gliadin was the largest and more sensitive to N fertilizer, and the protein content of J20 was higher than that of Koshihikari under the same nitrogen application, indicating that its nutritional value was higher.
4.3 Response of GABA content in giant embryo brown rice to nitrogen application and analysis of lipid-lowering effects
GABA is a naturally occurring non-protein amino acid with a variety of physiological functions, especially in hyperlipidemia and cerebrovascular diseases. Studies have shown that under high-fat diet conditions, feeding giant embryo brown rice can significantly inhibit body weight gain and reduce blood glucose concentration, plasma total cholesterol and triglyceride concentrations in mice (Kang et al., 2013). However, there have been limited studies on the effects of the N application rate on giant embryo rice, especially the GABA content. This study found that the GABA content of both varieties first increased and then decreased with increasing N and the maximum values were observed under N2 treatment. Correlation analysis showed that there was a positive correlation between nitrogen application rate and GABA content, but it was not significant. The GABA content of J20 was significantly higher than that of Koshihikari, indicating that J20 was significantly better than common rice in terms of functional characteristics. The effect equation was established according to the GABA content and N application rate of the two varieties, and it was calculated that the N application rates with the highest functional components were 134 kg ha-1 (J20) and 143.50 kg ha-1 (Koshihikari), respectively, which were close to the actual values. These results indicated that the yield and functional components of J20 could be improved simultaneously with an appropriate N application rate. The highest yield and GABA content of J20 were both observed under the N2 treatment. Therefore, as a functional rice richer in nutrients than common cultivated rice but slightly decreased in yield, the giant embryo rice still deserves broad application and promotion prospects. Animal experiments showed that both J20 brown rice and Koshihikari brown rice could significantly slow the weight gain of rats, and the effect of J20 brown rice was more obvious. When compared with the control group, J20 brown rice could significantly reduce the serum total cholesterol and triglyceride content of the rats and significantly increase the high-density lipoprotein cholesterol content, indicating that J20 brown rice had the effect of relieving hyperlipidemia and could become a better dietary choice. It is worth noting that GABA mainly existed in the rice germ, which was often discarded along with the rice bran layer during processing and milling. Due to its poor expansibility and water absorption, ease of cooking, rough taste and difficult digestion and absorption by the human body, brown rice is generally unpopular. Previous studies found that giant germ rice could reduce the serum cholesterol and triglyceride levels in guinea pigs fed a high-fat diet, and it had the effect of weight loss and fat reduction (Zhang, 2011). Therefore, how to improve the cooking, eating and nutritional quality of giant embryo brown rice is worth in-depth study and has become an important problem focused on by an increasing number of scientists.
5 Conclusions
Giant embryo rice is a special kind of functional rice. Compared with ordinary rice, a large amount of GABA is found in giant embryo rice, which has anticancer and antihyperlipidemia functions. In recent years, a series of important advances have been made in the research of giant embryo rice. However, there are still limited reports about the effects of fertilizer application rates on giant embryo rice. J20 brown rice slowed the weight gain of rats and reduced the level of hyperlipidemia. Compared with those of Koshihikari, the yield, head rice rate, peak viscosity and breakdown value of J20 were more sensitive to N fertilizer, and the protein content and GABA content of J20 were higher than those of Koshihikari under the same N application rate. The optimal N application rate for achieving high yield, high quality and good functional characteristics in giant embryo rice J20 was 135 kg ha-1. The present study indicates that increasing the application rate of N could be used as a simple and easy method to achieve high yield and high GABA content and provides an important reference for the development and application promotion of giant embryo rice.
Data availability statement
The original contributions presented in the study are included in the article/supplementary material. Further inquiries can be directed to the corresponding authors.
Ethics statement
The animal study was reviewed and approved by Southwest University of Science and Technology.
Author contributions
All authors listed have made a substantial, direct, and intellectual contribution to the work and approved it for publication.
Funding
This study was supported by the Sichuan Science and Technology Program (2020YFH0146).
Acknowledgments
We would like to thank our teacher for carefully reading and correcting our manuscript and providing technical assistance and financial support for the study, as well as our scientific research team for their contribution to this paper.
Conflict of interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Publisher’s note
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Keywords: giant embryo rice, nitrogen application rate, yield and quality, hyperlipidemia, gamma-aminobutyric acid
Citation: Hu M, Chen G, Peng L, Li C, He X, Zhang Q, Yang H, Liang C, Kuang H, Lan Y and Li T (2022) Response of yield and quality of giant embryo rice to nitrogen application and analysis of lipid-lowering effect. Front. Plant Sci. 13:1023677. doi: 10.3389/fpls.2022.1023677
Received: 20 August 2022; Accepted: 21 September 2022;
Published: 06 October 2022.
Edited by:
Lena Gálvez Ranilla, Universidad Católica de Santa María, PeruReviewed by:
Changquan Zhang, Yangzhou University, ChinaSapna Langyan, National Bureau of Plant Genetic Resources (ICAR), India
Copyright © 2022 Hu, Chen, Peng, Li, He, Zhang, Yang, Liang, Kuang, Lan and Li. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Yan Lan, lanyan@stu.sicau.edu.cn; Tian Li, lit@sicau.edu.cn
†These authors have contributed equally to this work and share first authorship