1. Introduction
Seed longevity is the period during which a seed remains viable during storage. The germinability of seeds decreases progressively over time due to the ageing process, which then leads to weak seedling growth and poor crop productivity [
1,
2,
3]. High-viability seeds produce robust seedlings and can ultimately ensure a high yield. It is, therefore, an important trait for the seed industry and the preservation of genetic resources [
4,
5,
6,
7]. There are various crops, such as green onions and carrots, with a shorter lifespan of seeds [
8], while species like sacred lotus (Nelumbo nucifera) and Phoenix dactylifera exhibit significantly longer seed longevity [
9,
10]. However, the mechanism to maintain the viability of seeds over the long term is not yet well understood. The seed’s longevity is partially affected by genetic factors but is also influenced by the environmental conditions experienced by the mother plant during seed maturation and the conditions imposed during the post-harvest and storage periods [
1,
11,
12]. Hence, this valuable agronomic trait can be improved by breeding methods. To create excellent cultivars with seeds expanding in longevity by breeding, it is important to understand the mechanism of keeping seed germinability long-term and to find useful genetic resources as prospective breeding materials.
It is generally accepted that seed longevity widely varies according to the cultivars of rice [
13,
14,
15,
16,
17], and this trait may be improved by breeding among other species 18-21. Screening multiple cultivars for seed longevity will identify useful cultivars as potential breeding materials with long and stable seed longevity traits. There are about 37000 rice cultivars cultivated across the world [
22]. The sheer number of rice cultivars makes it unfeasible to study and screen this large scale of rice varieties for the target trait. To address this challenge, a useful collection of rice can be utilized to determine cultivars with desirable target traits. The NIAS world rice core collection of rice germplasms has been established by the National Agriculture and Food Research Organization (NARO) in Japan [
22,
23]. This collection is a set of world rice cultivars called RDRS (rice diversity research set of germplasms) which was developed from roughly 300 accessions of rice selected according to their origin information and determined 69 cultivars based on a restriction fragment length polymorphism (RFLP), which covers about 90% of allelic diversity in rice varieties cultivated across the world.
RDRS varieties are classified into three genotype groups based on RFLP data, with "Nipponbare" and "Kasalath" as reference varieties [
24,
25,
26] Group A is a "
japonica (J) group" with the "Nipponbare" allele, while Group B is an "
India-1" group with aus varieties from India, Bangladesh, Bhutan, Nepal, and Sri Lanka, and Group C is an "Indica-2" group with Indica varieties from Madagascar to China. The "Kasalath" allele is predominant in Groups B and C, with a higher ratio in Group B. The RDRS collection has been used for the evaluation of several agricultural traits, such as heading date, seed cadmium concentration, and seed dormancy [
27,
28,
29,
30,
31,
32]. Suggesting that this set is a powerful tool for investigating and finding useful potential breeding materials in rice. For example, useful breeding materials with heat-stress tolerance in seeds under hot water disinfection were discovered by using this core collection of RDRS [
33]. According to Kashiwagi's report, the seeds of two Japonica cultivars, "Rexmont" and "Tupa 729," and an Indica cultivar, "Badari Dhan," had shown extremely high heat-stress resistance, which can be used as useful genetic resources to identify the gene(s) inducing heat stress tolerance during the hot water disinfection process. It has been proposed that agricultural traits in seeds are greatly influenced by the cultivation environment, and seeds cultivated in different fields and years are required for experiments to evaluate their traits [
33].
It has been shown that seed longevity is highly associated with the stability of total RNA content and integrity in the dry seeds of numerous crops, including peas [
34], sunflower [
35], Nicotiana species [
36], garden pea [
37], and mung bean [
38]. An effective technique for examining the integrity of RNA is total RNA electrophoresis, which is followed by the computation of the RNA integrity number (RIN) that assesses the RNA fragment size distribution [
1,
39]. In an electrophoretic examination of total RNA from plant tissues, the most abundant RNAs in plant cells, the 25S and 18S rRNAs, can easily be identified as the primary bands whereas smears or extra bands may be seen when RNAs have begun to degrade. An Agilent Bioanalyzer software calculates RIN values based on the ratio and height of peaks corresponding to 25S and 18S rRNA bands and the presence of additional bands in inter-peak regions. The RIN ranges from one (fully degraded RNA) to 10 (intact RNA) and is widely used to evaluate RNA integrity in gene expression analysis, such as RNA-seq [
1,
39]. It has been reported [
40,
41] that the RIN value is significantly associated with germination potential in dry seeds of several crops, such as soybean, pea, carrot, red clover, lettuce, onion, safflower, sesame, and sorghum. We have also found a significantly positive correlation between RIN values and longevity in the seeds of three
japonica rice cultivars, "Nipponbare," "Sasanishiki," and "Koshihikari," either under CDT or long-term storage at 4°C [
1]. Thus, maintaining the integrity of embryonic RNA is crucial for preserving seed germinability, and the RIN value can be used as a standard index to assess the longevity potential of seeds. Multiple rice cultivars, such as
japonica, indica, and
aus are grown all over the tropical regions of the world and this index needs to be tested across many rice cultivars.
This study sought to identify the rice cultivar(s) with a long and stable seed longevity trait to be used as potential breeding materials, through screening performed on the germinability of rice seeds after "CDT" or "long-time ageing at 4 °C" using NIAS world rice core collection. Thus, the correlation between seed longevity and RIN values was analysed using various cultivars of the NIAS world rice core collection.
2. Results
2.1. Evaluation of Longevity in Seeds of Cultivars Belonging to the NIAS World Rice Core Collection under Controlled Deterioration Treatment (CDT)
First, the germinability of the seeds from 49 cultivars of the NIAS world rice core collection harvested in 2016 and stored at 4°C for one year was analyzed both with and without CDT. The seeds of almost all cultivars germinated approximately 100% without CDT, but a few cultivars ("Local Basmati", "Tupa 123-3", "Jhona 2", and "Nepal 555") showed relatively low germination rates in the range of 85% to 89% (
Figure 1A). Seeds of all cultivars were exposed to a condition of CDT with high temperature and relative humidity (36 °C, 80% RH) for 30 days. Screening of this world’s rice core collections after 30 days of treatment with CDT clearly showed significant differences in germinability among the cultivars, ranging from 0 to 100%. Among all, the germination rate of cultivars "Vandaran", "Tupa 729", "Badari Dhan", "Ratul", "Vary Futsi", "Kaluheenati", "ARC5955", "ARC7047" and "ARC7291" remained, about 100%, while some other 35 cultivars displayed different germination rates from 2 to 93%, and five other cultivars "Masho", "Deejiaohulua", "Tima", "Dianyu1", and "Deng Pao Zhai" completely lost their germinability (
Figure 1B).
In addition, to confirm the annual variation of the cultivar differences in the germination rate of seeds with CDT, the seeds from 53 cultivars grown in 2019 were tested for germination with or without CDT and after storage at 4°C for 6 months. Before being exposed to CDT, all cultivars germinated nearly 100%, indicating that the seeds of all cultivars are viable and non-dormant (
Figure 2A). Meanwhile, after 40 days of being subjected to CDT, significant differences were observed in seed germinability, ranging from 1 to 100%. The top 15 cultivars germinated nearly 100%, and the germinability of others varied from 1 to 94% (
Figure 2B). The seeds of the top group cultivars (‘Vandaran’, ‘Tupa 729’, and ‘Badari Dhan’) were germinated at 100% as same as those harvested in 2016. Conversely, the germination rates of all other cultivars (including the middle and low group cultivars) were significantly variable between the 2016 and 2019 harvest years. The selection of the top, middle, and low cultivars of each class was based on the similarity of their germination rates after the CDT treatment between 2016 and 2019 harvest years.
2.2. Evaluation of Longevity in Aged Seeds of the NIAS World Rice Core Collection without CDT
To check the cultivar differences in germination rate between seeds with CDT and aged seeds, the germination assay was performed on seeds grown in 2010 and stored at 4°C for 10 years. Significant cultivar differences were observed in seed germination percentages, ranging from 0 to approximately 100%. Among them, "Vandaran" showed the highest germination rate, at about 100%. The seeds of "Tupa 729" and "Badari Dhan" also had high germinability at 95% and 88%, respectively. The germination rate of 27 cultivars varied from 3 to 80%, and 16 other cultivars completely lost their germinability (
Figure 3A). “Vandaran” consistently displayed the highest germination rate (100%) either under CDT and between different harvest years 2016 and 2019. However, the germinability of all other cultivars was significantly variable depending on the ageing conditions or between the distinct harvest years. To confirm the annual variation of the cultivar differences in germination rate of aged seeds, the seeds harvested in 2013 and aged at 4°C for 7 years were used for the next germination test, and a significant difference was identified among the cultivars in the performance of seed germination ability. Significant differences were found in the germinability of seeds, ranging from 0 to 100%. Among all, "Vandaran" displayed the highest germination rate of 100%; seeds from three cultivars such as "Tupa 729", "Badari Dhan" and "ARC7047" germinated 99%, the germinability of other cultivars differed from 3 to 95%; and four others, "Jena 035", "Urasan 1", "Tima" and "Dianyu 1" completely lost their germinability (
Figure 3B).
2.3. RNA Integrity in the Embryos of Seeds from the NIAS World Rice Core Collection under CDT and Long-Term Aging at 4 °C
In order to conduct a comparative investigation of RNA integrity in the embryos of seeds, 3 cultivars from the top-, 3 cultivars from the middle-, and 3 cultivars from the low-class varieties were selected based on the similarity of their germination rates after the CDT treatment and between different harvested years. Among top-class varieties, "Vandaran" germinated 100% in both the 2010 and 2013 harvests, while "Tupa 729" and "Badari Dhan" showed a significantly higher germination rate (99%) in 2013 compared to the 2010 harvest. The germinability of middle-class cultivars (“Hong Cheuh Zai”, “Local Basmati”, and “Davao 1") was significantly higher in aged seeds harvested in 2013 compared to the data from the 2010 harvest. While the low-class cultivars ("Jena 035", "Dianyu 1", and "Urasan 1") completely lost germinability in both the 2010 and 2013 harvests. For these cultivars, RNA integrity in the embryos before and after CDT of seeds harvested in 2019 and stored at 4℃ for 6 months, and in embryos of aged seeds harvested in 2013 and stored for 7 years at 4℃ was compared by electrophoresis.
The results of the electrophoresis show that 25S and 18S rRNA were detected clearly as major bands and no RNA degradation in total RNAs isolated from embryos before CDT in seeds of all the selected cultivars (
Figure 4A). After CDT for 40 days, there was more evidence of RNA degradation particularly in the “middle” and “low cultivar” selections. In the embryos of "top cultivars", RNA remained largely intact with only limited degradation after CDT. (
Figure 4B). Similarly, in the electrophoresis of total RNAs isolated from embryos of aged seeds, some degradation was detected under the position of the 25S and 18S rRNA in "top cultivars". However, there was more evidence of RNA degradation in seeds of "middle cultivars" and "low cultivars" (
Figure 4C).
The results of the electrophoretic analysis shown in
Figure 4 were used to calculate the RIN values using the Agilent Bioanalyzer software. The mean RIN values for total RNA isolated from embryos of seeds before CDT (fresh seed) were 8.5 in all 9 cultivars used (
Table 1). After 40 days of CDT, the mean RIN values of the 3 "top cultivars" was 8.4, but RIN values decreased in the "middle cultivars" to 7.7, 7.5 and 7.3, and more markedly decreased in "low cultivars" to RIN values less than 6. In all 9 cultivars investigated, the mean RIN value of aged seeds was lower than that of fresh seeds. The germination rate decreased in the mean RIN value of the aged seeds relative to that of the fresh seeds was 5.9% in "top cultivars", 21.2-22.4% in "middle cultivars", and 32.9-34.1 % in "low cultivars". These results show that the RNA stability is highest in the embryos of seeds in "Vandaran", "Tupa 729" and "Badari Dhan" ("top cultivars") after CDT and natural ageing.
2.4. Relationship between Germinability and RIN Values
To confirm the relationship between the longevity of seeds and RNA stability in the embryos, a correlation analysis between the germination rates of seeds and the mean RIN values of RNA extracted from embryos of the seeds was performed. A scatter plot of germination rates and RIN values of seeds after CDT and aged seeds of the 9 cultivars used in Fig. 4 and
Table 1 found a significant positive correlation between germination rate and RIN value (R
2 = 0.93 at P = 0.00013) (
Figure 5).
3. Discussion
This study uncovers new insights into novel varietal differences in seed longevity within the NIAS world rice core collections (RDRS) following exposure to controlled deterioration treatment (CDT) under high temperatures and relative humidity. Among this world rice core collection, the seeds of three cultivars, "Vandaran (
Indica)", "Tupa 729 (
Japonica)", and "Badari Dhan (
Indica)" were grown in two cultivation seasons (2016 and 2019), consistently showed 100-80% germination even after long term aging and under CDT. In addition, the long and stable longevity in ‘aged’ seeds harvested in 2010 and 2013 of these three cultivars was confirmed in the experiments conducted under long-term storage at 4°C. Conversely, “Urasan1”, “Jena 035” and “Dianyu1” were particularly vulnerable and showed consistently near 0% germination after aging, low temperature, and CDT. The remaining cultivars showed a range of germination values from below 100% to 0% that varied between the conditions tested. This study clearly reveals that variation in germination rates are found across varieties as a result of artificial or low-temperature ageing conditions. This suggests that seed longevity is a heritable trait, implying that improvement in seed germinability through breeding could be achieved. Therefore, these three cultivars (“Vandaran,” “Tupa 729” and “Badari Dhan”) could be used as valuable potential breeding materials for improvement in seed longevity. Alternatively, these age-resistant cultivars may be crossed with the poor germination types to establish a segregating population to genetically define the important genomic regions or genes involved. In tomatoes, seed longevity was characterised by high heritability during growing at both optimal and high-temperature conditions and further identified heat-tolerant genotypes that could be used as breeding materials [
42,
43].
It has been shown that the RNA stability in dry seeds is involved in the conservation of seed germinability in various crops. In dry sunflower (
Helianthus annuus L.) seeds, and pea seeds a strong correlation between seed germinability, and the total RNA content was observed [
34,
35]. In the dry seeds of
Nicotiana species, a correlation was found between seed germinability and the integrity of rRNA [
36]. Finally, a loss of germination capacity by artificial aging treatment was accompanied by a reduction in total RNA content and RNA integrity in the seeds of garden pea (
Pisum sativum) and mung bean (
Vigna radiata L.) [
37,
38]. Here the analysis of embryonic RNA stability using RIN values revealed that RNA integrity in the embryos of seeds after CDT or long-term storage at 4°C was significantly more intact in the cultivars with long seed longevity compared to the cultivars with short seed longevity. In the 9 cultivars tested, classified by differences in seed longevity, a strong correlation (R
2 = 0.93 at P = 0.00013) was detected between germination rates and RIN values in the seeds with CDT and aged seeds. These results suggest that embryonic RNAs are an important part of seed germinability. We previously identified a high correlation between the degradation of embryonic RNAs and loss of seed germinability in three Japonica rice cultivars, which further supports the importance of RNA stability for seed longevity [
1] and the use of RIN values as a germinability index. A similar use of RIN values has been reported in the dry seeds of wheat and soybean crops where a significant correlation between germinabilities and RIN values was reported [
44,
45].
The data presented here, and in other studies, suggests that the stability of embryonic RNA integrity is significantly correlated to seed viability and longevity. The mechanism of RNA protection in age-resistant seeds that allows a seed to germinate after long periods of dormancy is an interesting area of research to identify the mechanisms of RNA maintenance over these long periods of time. Genetic segregation studies through crosses between age-susceptible and age-resistant cultivars presented here may identify genes that are important towards this process. RNA-seq and RT-PCR experiments will help identify the RNAs that may be more prone to degradation over time compared to other more stable RNAs. The age-resistant rice cultivars identified here which germinated despite long-term storage, low-temperature treatment, and CDT treatment will provide important breeding material for the production of long-term stored rice seeds.
4. Materials and Methods
4.1. Seed Materials
Seeds of 69 rice (
Oryza sativa L.) cultivars belonging to the world rice core collection developed by Kojima et al. (2005) were obtained from the National Institute of Agrobiological Science (NIAS), Japan (
Table 2). These seeds were cultivated and harvested during the rice-growing seasons (May to September) under natural conditions at the Toyama Agricultural, Forestry, and Fisheries Research Center in Toyama Prefecture, Japan from 2010–2019. For the experiments, 44 to 56 cultivars with enough seeds were selected and used. The harvested seeds were stored at 4°C and ~35% relative humidity until use. The seeds of these core collections, which were harvested in 2016 and 2019, were exposed to CDT after storage for one year and were used as "fresh seeds". Seeds from the same collections were harvested in 2010 and 2013, respectively, and analyzed in 2020 as "aged seeds" in this study.
4.2. Controlled Deterioration TREATMENT (CDT)
It takes several years to evaluate seed germinability under natural storage conditions. To circumvent this problem, an artificial ageing approach known as controlled deterioration treatment (CDT) was employed to speed up the ageing process with elevated temperature and relative humidity for quick estimation of seed viability [
46,
47]. The validity of CDT has been previously confirmed as the results of seeds treated with CDT immediately after harvest are similar to those of seeds stored under dry and 4
oC conditions for nearly 10 years [
48,
49]. In this report, seed samples were subjected to CDT for 40 days while being stored at 36°C and 80% relative humidity in a sealed box with an open petri dish containing saturated KCl solution as previously described [
1,
50,
51].
4.3. Germination Assays
Germination tests were performed in triplicate with 50 seeds from each sample. The seeds were incubated for ten days in the dark in distilled water at 28 oC, with the water replaced every second day. Ten days after imbibition (DAI), the number of germinated seeds was counted.
4.4. Extraction and characterization of total embryonic RNAs
Dry embryos were separated from dehulled seeds using a surgical blade. Total RNA was extracted from 20 embryos using Fruit-mate for RNA purification and RNAiso Plus (Takara Bio), according to the manufacturer’s protocol. The concentration and purity of extracted RNA was assessed at 260 and 280 nm using a NanoDrop 1000 spectrophotometer (Thermo Fisher Scientific). The extracted total RNAs (200 ng) were analyzed by electrophoresis using an Agilent 2100 Bioanalyzer system (Agilent Technologies), RIN values were then calculated by using the Agilent 2100 Bioanalyzer software.
4.5. Statistical Analysis
The data underwent one-way analysis of variance (ANOVA), followed by Tukey’s Honestly Significant Difference (HSD) test to compare treatment means. JMP Pro 16 was used to conduct the statistical analysis.
Author Contributions
Conceptualization, M. Kanekatsu. and K.S.; methodology, M.Kanekatsu, K.S, and M.Kashiwagi.; software, T.Y., and K.S.; validation, K.S., and M.Kashiwagi; formal analysis, K.S., T.Y., and S.H.; investigation, K.S.; resources, M. Kanekatsu, and T.Y; data curation, S.H. and M. Kashiwagi; writing—original draft preparation, K.S, M. Kanekatsu, and C.G.S.; writing—review and editing, K.S., T.Y, C.G.S, and M. Kanekatsu; visualization, C.G.S and T.Y.; supervision, M.Kanekatsu; project administration, M.Kanekatsu; funding acquisition, M. Kanekatsu. All authors have read and agreed to the published version of the manuscript.
Funding
This research received no external funding.
Data Availability Statement
No new data was created or analyzed in this study.
Acknowledgments
We highly appreciate Dr. Kazumasa Murata's contribution to providing us with sufficient seeds for this study and Prof. Paula Villegas Verdu's thorough review of the manuscript.
Conflicts of Interest
The authors declare no conflict of interest.
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