bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
1 Short title: metabolic activities during dormancy maintenance
2 Key metabolic pathways involved in seed primary physiological dormancy
3 maintenance of Korean pine seed1
4 Yuan Song2, Xiaoye Gao
5 College of Eco-Environmental Engineering, Guizhou Minzu University, Guiyang, China
6 550003
7 One-sentence summary: A larger metabolic switch in dormant seeds after 4 weeks of incubation
8 under favorable conditions for germination may maintain primary physiological dormancy of
9 Korean pine seeds.
10 Author contributions: Y.S. wrote the article and prepared the figures. X.G. co-wrote and edited
11 the article. Y.S. agrees to serve as the author responsible for contact and ensures communication.
12
13
14
15
16
17
18
1 This work was supported by the National Natural Science Foundation of China (31901300,
31960636) and Natural Science Foundation of Guizhou Province (2019) No. 1165.
2 Author for contact: [email protected] 1 bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
19 ABSTRACT
20 The metabolic changes that occurred during either cold stratification or after-ripen treatment, and
21 in both dormant seeds and after-ripened seeds either under the dry state or during imbibition have
22 been extensively explored. Much less is known about those present in both dormant seeds and
23 cold stratified seeds during the same period of incubation under favorable germination conditions.
24 Metabolite composition was investigated in both embryo and megagametophyte of primary
25 physiological dormant seeds (PPDS) of Pinus Koreansis collected at 0 week, 1 week, 2 weeks, 4
26 weeks and 6 weeks of incubation, and of cold stratified seeds with released primary physiological
27 dormancy (RPPDS) sampled at 0 week and 1 week of incubation, seed coat rupture stage and
28 radicle protrusion stage. Embryo contained higher levels of most metabolites compared to
29 megagametophyte. Strong metabolic changes occurred at 1 week and 4 weeks of incubation in
30 PPDS, with most metabolites were significantly accumulated in 4-weeks-incubated PPDS. A
31 larger metabolic switch was found in RPPDS between 1-week-incubation and seed coat rupture
32 stage. Especially, there was a significant major decrease in the relative levels of most
33 phosphorylated sugars and amino acids. The carbohydrate metabolism, especially pentose
34 phosphate pathway and tricarboxylic acid cycle were more active pathways in the embryos of
35 4-weeks-incubated PPDS, but the operation rate of most amino acid metabolism was lower
36 compared to 1-week-incubated RPPDS. We suggest that a larger metabolic switch in the embryo
37 of PPDS after 4 weeks of incubation may assist in maintaining primary dormancy.
38
39
40
2 bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
41 Woody plant species determines the structure of forest ecosystem and thus has a profound
42 impact on the ecological conditions found within forest (Zaynab et al., 2018). Seed germination is
43 a key stage in the plant life cycle. Non-dormant seeds germinate under favorable conditions for
44 seedling establishment, beginning the second round of plant life cycle (He et al., 2011). Those
45 orthodox seeds are dry after maturity (De Gara et al., 2000). Seed germination process can be
46 divided three phases based on the characteristic of triphasic mode of water uptake (Bewley, 1997,
47 Finch-Savage and Leubner-Metzger, 2006). A rapid and passive water uptake by dry seeds first
48 occurs during phase I. Then, there is a slow water uptake in phase II during which metabolic
49 activities resume, preparing for subsequent seed germination (He et al., 2011b). The occurrence of
50 further water uptake during phase III is accompanied by the radicle protrusion through seed coat.
51 Seed germination sensu stricto refers to the physiological process spanning from the uptake of
52 water by dry seed to radicle protrusion (Bewley, 1997). For some species, seeds are non-dormant
53 after dispersal from mother plant and rapidly germinate when encounter favorable conditions.
54 However, to survive in unfavorable climates, plants have evolved a seed dormancy mechanism
55 that allow seeds to persist for prolonged periods until conditions for seedling establishment
56 become favorable (De et al., 2019). Seed dormancy can be released either by cold stratification (a
57 low-temperature storage of imbibed seeds) or by after-ripening (a period of dry storage) (Bewley
58 et al., 2012) depending on species and environmental conditions experienced by seed during
59 maturation.
60 Seed germination is a very complex physiological and biochemical process that is mainly
61 determined by genetic factors with a substantial environmental influence (Joosen et al., 2013).
62 Previous studies have revealed that a series of physiological and biochemical process such as
3 bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
63 repair mechanisms, transcription, translation, reactivation of metabolism, reserves mobilization,
64 redox homeostasis regulation and organellar reassembly is initiated in imbibed seeds (Bewley,
65 2013; He et al., 2011b). Germination is driven by these metabolic processes. The combination of
66 high-throughput and large scale-omics methods is used to unveil the regulation mechanism of seed
67 germination. Due to the great potential in agriculture and the availability of genome sequence data,
68 the genomic, transcriptomic, and proteomic studies of seed germination have largely focused on
69 model species, such as Arabidopsis (Nakabayashi et al., 2005; Holdsworth et al., 2008a, b; Narsai
70 et al., 2017a), rice (Narsai et al., 2017b), maize (Sekhon et al., 2013), barley (Lin et al., 2014), and
71 wheat (Yu et al., 2014). These studies revealed that one fourth of stored mRNA are
72 metabolism-related in dry seeds, and metabolism-related genes are also highly expressed during
73 germination (Nakabayashi et al., 2005). Metabolism-related proteins are the major groups detected
74 in germinated seeds (He et al., 2011b; Sano et al., 2012). The central carbon metabolism pathways
75 provide energy and building blocks for various metabolic activities (Rosental et al., 2014). It has
76 been suggested that glycolysis, fermentation, the tricarboxylic acid (TCA) cycle and the oxidative
77 pentose phosphate pathway (PPP) are activated during seed germination, with energy is mainly
78 provided by anaerobic respiration, such as fermentation at the early stage of germination (He et al.,
79 2011a, b; Yang et al., 2007). Despite recent great advances in omics studies of seed dormancy and
80 germination, few experiments focus on metabolome-level changes during seed dormancy
81 maintenance and germination in woody plants.
82 Several studies have been conducted to explore the changes in the proteome or metabolome
83 during either cold stratification or after-ripen for the determination of metabolic activities involved
84 in seed germination mechanisms (Lee et al., 2006; Angelovici et al., 2011; Arc et al., 2012;
4
bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
85 Pawłowski and Staszak, 2016; Chang et al., 2018). It is the metabolic activities occurred before
86 radical protrusion that are responsible for the delay or no germination of seeds (Bewley et al.,
87 2013). In addition, it has been previously shown that water imbibition itself can trigger some
88 various in gene expression or the entire metabolism whatever the depth of seed dormancy (Preston
89 et al., 2009; Yazdanpanah et al., 2017; Xia et al., 2018b). Thus, in order to determine the real
90 physiological and biochemical process involved in seed germination regulation, it is necessary to
91 make dormant and non-dormant seeds to imbibe water for same time during a time window in
92 which radicle has not yet to break through the seed coat. There are also comparative proteomic,
93 transcriptomic, or metabolomic studies generally that are performed on dormant seeds and
94 after-ripened (AR) seeds either under the dry state or during imbibition (Cadman et al., 2006;
95 Chibani et al., 2006; Gao et al., 2012; Joosen et al., 2013; Lu et al., 2016; Yazdanpanah et al., 2017;
96 Xia et al., 2018b; Xu et al., 2020). The mechanisms controlling seed germination are well
97 understood by comparing imbibed dormant and AR seeds. However, seed dormancy release of
98 many species depends on cold stratification. While there has been no study that investigates the
99 metabolic changes in both dormant seeds and cold stratified seeds following transfer to
100 germinative conditions. Fait et al. (2006) have shown that the relative levels of TCA-cycle
101 intermediates, 2-oxoglutarate and isocitrate, 3-phosphoglycerate, fructose 6 phosphate, and
102 glucose 6 phosphate, increased during vernalization and were further enhanced during germination
103 sensu stricto, but how the metabolites in dormant seeds change over imbibition time are still
104 unknown.
105 It has been reported that different tissues of the seed such as embryo and endosperm, have
106 specific functions during seed germination (Baskin and Baskin, 2004; Lee et al., 2006; Xu et al.,
5
bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
107 2016). Many of previous studies do not investigate the metabolic changes occurring in different
108 seed tissues due to a limitation of sample separation techniques (Ferrari et al., 2009). The real
109 differential metabolic activities between dormant and non-dormant seeds are possibly ignored
110 given the use of mixed tissues over the period of experiment. This requires in future work
111 distinguishing properly the roles of embryo from the endosperm in either dormancy release and
112 subsequent germination or dormancy maintenance.
113 Korean pine is a dominant species in Mixed-broadleaved Korean pine forests (MKPF) in
114 northeast China. Korean pine seeds are physiological dormancy caused by an endogenous block in
115 the embryo. In our previous metabolome study of dormant and cold stratified Korean pine seeds,
116 most metabolites in embryo substantially increased in both dormant and cold stratified seeds
117 during the first 5 days of incubation under favorable conditions. After 5 days of incubation, cold
118 stratified seeds exhibited a lager decrease in the relative levels of almost all amino acids and the
119 TCA-cycle and glycolysis intermediates, while most of metabolites in dormant seeds were
120 maintained at a relative steady level. In the study mentioned above, whole experiment was only
121 carried out for 11 days making it impossible to determine if the embryo of dormant seeds continue
122 to maintain a relatively slow and stable metabolic state with increasing incubation duration.
123 Furthermore, it is still unclear whether those metabolites with decreased relative levels in the
124 embryos of cold stratified seeds show a continuous decrease or a surprising increase during the
125 period from 11 days of incubation to testa rupture and further radicle protrusion. Based on
126 previous those results, it has been previously hypothesized that oxygen consumption would
127 largely decrease through reducing TCA and glycolysis in the embryos of cold stratified seeds rates
128 when compared to dormant seeds. Thus, more oxygen might be supplied to the megagametophytes
6
bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
129 and used to produce sugars, preparing for rapid germination. However, in the studies
130 mentioned-above, the metabolic changes that occur in megagametophyte were not determined.
131 Thus, the objective of this study was to compare metabolomic profiles of embryo and
132 megagametophyte from dormant dry seeds and seeds with released primary dormancy during
133 incubation under favorable conditions, and reveal key metabolic processes involved in seed
134 dormancy maintenance and germination.
135 RESULTS
136 PCA of the relative contents of metabolites in PPDS
137 PCA was performed on PPDS or RPPDS to investigate metabolic processes at global level.
138 The first component of PCA clearly separated embryo samples (PPDS-0-E, PPDS-1-E, PPDS-2-E,
139 PPDS-4-E and PPDS-6-E) and megagametophyte samples (PPDS-0-M, PPDS-1-M, PPDS-2-M,
140 PPDS-4-M and PPDS-6-M), accounting for 41.6% of the variance. PPDS-0-E and PPDS-0-M
141 samples formed two more discrete groups on the first principal component (Fig. 1A). The
142 transition from 1 WAI (week after incubation) to 2 WAI stage was associated with smaller
143 differences in the relative of contents of metabolites in both embryos and megagametophytes. The
144 samples collected at 4 WAI and 6 WAI were also situated relatively closely to one another. The
145 metabolome of both embryo and megagametophyte in PPDS started to deviate at 4 WAI on the
146 second principal component.
147 PCA of relative contents of metabolites in RPPDS
148 RPPDS embryo experienced relatively larger metabolome changes than megagametophyte
149 during incubation (Fig. 1B). Embryo did not display distinct alterations in metabolome after 1
150 week of incubation. However, there was a large metabolic shift after seed coat rupture, indicated
7
bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
151 by the apparent separation between RPPDS-1-E and RPPDS-SCR-E samples along the first
152 principal component. A relatively small difference was found between RPPDS-1-M and
153 RPPDS-SCR-E samples.
154 PCA of the relative contents of metabolites in the embryo and megagametophyte of both
155 PPDS and RPPDS
156 PPDS-4-E sample was clearly differentiated from RPPDS-1-E, RPPDS-SCR-E and
157 RPPDS-RP-E samples on the first dimension of the PCA (Fig. 1C). A similar distinction was also
158 found between RPPDS-1-M, RPPDS-SCR-M, RPPDS-RP-M and PPDS-4-M samples (Fig. 1D).
159 Fold changes of important metabolites with a VIP value > 1 and P < 0.05 during incubation
160 of PPDS
161 When comparing the patterns of change in the relative contents of metabolites in embryos
162 with VIP >1 and P < 0.05 between successive time points, a large variation occurred in the first
163 week (43 increased, 44 decreased) (Fig. 2A), with few changes observed between 1 and 2 WAI (4
164 increased, 16 decreased) (Fig. 2B) and between 4 and 6 WAI (20 increased, 14 decreased) (Fig.
165 2D). There was a relatively higher alternation between 2 and 4 WAI (45 increased, 14 decreased)
166 (Fig. 2C). Those metabolites that displayed a major increase in their relative contents after 1 week
167 of incubation were mainly involved in major carbohydrate metabolism. 6-phospho-D-gluconate,
168 D-mannose 1-phosphate, 3-phospho-D-glycerate, Beta-D-fructose-6-phosphate,
169 phosphoenolpyruvate, ribulose 5-phosphate, glycerol 3-phosphate, D-fructose 1,6-bisphosphate,
170 fructose 1-phosphate increased 5- to 23-fold between 0 and 1 WAI (Fig. 2A). Of PPP
171 intermediates, D-ribose 5- phosphate also increased after 2 WAI (Fig. 2B). In contrast, several
172 sugar alcohols, including ribitol, D-sorbitol, myo-inositol and maltitol exhibited a significant
8
bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
173 decline in their relative levels at the 1 WAI time point (Fig. 2A). The relative amounts of uridine
174 5'-diphosphate, cytidine 5'-monophosphate, uridine diphosphate glucose,
175 s-methyl-5'-thioadenosine and uridine 5'-monophosphate were significant lower in
176 2-weeks-incubated PPDS as compared to 4-weeks-incubated PPDS (Fig. 2C). The abscisic acid
177 relative content did not change significantly during the first 2 weeks of incubation, and strongly
178 increased 2-fold after 4 weeks (Fig. 2C). Two TCA-cycle intermediates (citrate and cis-aconitate)
179 and three phosphorylated sugars including D-fructose 1,6-bisphosphate, D-ribulose 5-phosphate
180 and alpha-D-galactose 1-phosphate were also significantly accumulated from 2 WAI to 4 WAI
181 (Fig. 2C). Moreover, the relative level of citrate, both the number and relative contents of
182 phosphorylated sugars also increased in 4-weeks-incubated PPDS when compared to
183 1-weeks-incubated PPDS (Fig. 2E). Only 15 metabolites with VIP > 1 and P < 0.05 exhibited
184 large differences between 1 WAI and 6 WAI (Fig. 2F).
185 The relative amounts of most metabolites were significant higher in embryos than that in
186 megagametophytes at all six time points (Fig. 3). A rather similar pattern of metabolites was found
187 in megagametophyte between successive time points, with a large metabolic change between 0
188 and 1 WAI (Fig. 4A) and between 2 and 4 WAI (Fig. 4C). A lesser extent of change in metabolites
189 occurred between 1 and 2 WAI (Fig. 4B) and between 4 and 6 WAI (Fig. 4D). After 1 week of
190 incubation, Beta-D-fructose 6-phosphate and ribitol increased 14-fold and decreased 13-fold,
191 respectively (Fig. 4A). In addition, 13 amino acids (L-aspartate, L-glutamine L-threonine, etc.)
192 rapidly increased 1- to 6-fold (Fig. 4A). The changes in phosphorylated sugars and amino acids
193 were relatively little between 2 and 4 WAI (Fig. 4C). However, the relative levels of most fatty
194 acids were declined 1 to 6-fold from 2 WAI to 4 WAI (Fig. 4C). Higher numbers of amino acids
9
bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
195 and TCA-cycle intermediates were found to be significantly accumulated between 1 and 6 WAI
196 than between 1 and 4 WAI (Fig. 4, E and F).
197 Fold changes of important metabolites with a VIP value > 1 and P < 0.05 during incubation
198 of RPPDS
199 The relative contents of metabolites in the embryos of RPPDS changed little over the first 1
200 week of incubation (16 increased, 23 decreased) (Fig. 5A). The relative levels of 67 metabolites
201 were significantly reduced in RPPDS with seed coat rupture compared with 1-week-incubated
202 RPPDS (Fig. 5B). In detail, ten phosphorylated sugars (D-mannose 1-phosphate,
203 6-phospho-D-gluconate, Beta-D-fructose 6-phosphate, alpha-D-glucose 1-phosphate, D-ribose
204 5-phosphate, D-ribulose 5-phosphate, D-mannose-6-phosphate, L-fucose-1-phosphate, D-fructose
205 1,6-bisphosphate and fructose 1-phosphate), two sugar alcohols (D-sorbitol and myo-inositol), two
206 disaccharide (D-maltose and trehalose), two trisaccharide (raffinose and stachyose) and 12 amino
207 acids displayed 1- to 8-fold decrease (Fig. 5B). It was found that a surprising 33-fold increase in
208 the relative levels of taxifolin (Fig. 5B). A number of significant changes in metabolite abundance
209 were observed between seed coat rupture and radicle protrusion stages (76 of the 188 metabolites
210 displayed significant changes) (Fig. 5C). There was a 58- and 23 -fold decrease in the respective
211 relative levels of glutathione disulfide and glutathione (Fig. 5C). Beta-D-fructose 6-phosphate,
212 D-mannose 1-phosphate and 6-phospho-D-gluconate dramatically increased 3- to 4- fold (Fig. 5C).
213 However, the differences between the two stages were more subtle compared with the large
214 changes in the metabolome observed from 1 WAI to seed coat rupture stage (Fig. 5, B and C).
215 At 0 WAI, 1 WAI and seed coat rupture stage, the embryos in RPPDS contained higher
216 relative contents of most metabolites than megagametophytes (Fig. 6). At 1 WAI, a smaller
10
bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
217 proportion of the detected metabolites with VIP > 1 and P < 0.05 changed in megagametophytes
218 (Fig. 7A). The trend of changes in metabolites was then followed by the largest change between 1
219 WAI and seed coat rupture stage (Fig. 7B), followed by a relatively small change between seed
220 coat rupture and radicle protrusion stages (Fig. 7C). During the period form 1 WAI to seed coat
221 rupture stage, two sugar alcohols (maltitol and myo-inositol), one disaccharide (D-maltose), and
222 three trisaccharide (raffinose, stachyose and maltotriose) significantly decreased 1- to 5-fold (Fig.
223 7B). While most of the changes in amino acids were seen to occur in megagametophyte, 15 amino
224 acids displaying 1.4- and 2.7-fold increases at seed coat rupture stage (Fig. 7B).
225 Fold changes of important metabolites with a VIP value > 1 and P < 0.05 between PPDS-4W
226 and RPPDS-1W, PPDS-4W and RPPDS-SCR
227 The metabolic process occurred before radicle protrusion regulate the complete of
228 germination. In addition, the large metabolic changes in PPDS were observed after 4 weeks of
229 incubation. Thus, we performed the fold change analyses of metabolites differentially accumulated
230 between 1-week-incubated RPPDS, RPPDS with seed coat rupture and 4-weeks-incubated PPDS,
231 aiming at reveal real potential metabolic processes that control seed primary physiological
232 dormancy maintenance. 92 metabolites were found to be significantly accumulated in the embryos
233 between PPDS-4W and RPPDS-1W (Fig. 8A). Of these, the relative levels of 41 metabolites were
234 significant higher in PPDS-4W, including 6-phospho-D-gluconate, abscisic acid, raffinose,
235 stachyose, alpha-D-glucose 1,6-bisphosphate, Beta-D-fructose 6-phosphate, D-ribulose
236 5-phosphate, D-mannose 1-phosphate, D-fructose 1,6-bisphosphate and citrate, etc. The relative
237 levels of most amino acids were higher in RPPDS-1W than that in PPDS-4W. Only the relative
238 levels of 27 metabolites were significantly different in embryos between RPPDS-SCR and
11
bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
239 PPDS-4W (Fig. 8B). 6-phospho-D-gluconate, D-mannose 1-phosphate and Beta-D-fructose
240 6-phosphate accumulated 10- to 48-fold in PPDS-4W. However, taxifolin and 3-dehydroshikimic
241 acid decreased 62- and 86-fold, respectively, in PPDS-4W compared to RPPDS-SCR.
242 The relative content of abscisic acid in megagametophyte was 5.3-fold higher in PPDS-4W
243 rather than in RPPDS-1W (Fig. 8C). D-maltose, raffinose, D-lyxose, myo-inositol, D-fructose,
244 ribitol and sucrose also remained high relative levels in PPDS-4W, whereas 14 amino acids were
245 at least twofold more highly accumulated in RPPDS-1W compared with PPDS-4W. More amino
246 acids were remained in the megagametophytes of RPPDS-SCR than in PPDS-4W (Fig. 8D). In
247 contrast, raffinose, stachyose, D-maltose, maltotriose, ribitol, myo-inositol, D-fructose, sucrose,
248 maltitol and sedoheptulose exhibited higher relative contents in PPDS-4W.
249 The patterns of change in metabolic pathways during incubation of PPDS and RPPDS
250 Most metabolites whose relative levels significantly changed during incubation of PPDS or
251 RPPDS were mainly associated with carbohydrate metabolism, amino acid metabolism and lipid
252 metabolism (Table 1 and 2). The activities of the above-mentioned most metabolic processes were
253 higher in embryos than that in megagametophytes at the various time points of incubation. For
254 PPDS, a dramatic change in most metabolic pathways was observed at both 1 WAI and 4 WAI
255 (Table 1). There was also a strong metabolic switch from 1 WAI to seed coat rupture stage in
256 RPPDS (Table 2).
257 Differential metabolic pathways between PPDS-4 and RPPDS-1, between PPDS-4 and
258 RPPDS-SCR.
259 Carbohydrate metabolism and amino acid metabolism were the mainly changed metabolic
260 pathways between PPDS-4 and RPPDS-1, between PPDS-4 and RPPDS-SCR (Table 3). There
12
bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
261 were more differential metabolic pathways in embryo between PPDS-4 and RPPDS-1 than
262 between PPDS-4 and RPPDS-SCR.
263 DISCUSSION
264 This study provides a comprehensive profile of the metabolites during germination of Korean
265 pine seeds. After dry PPDS were imbibed for 1 week under favorable conditions, most metabolites
266 in embryos with significant FC and VIP > 1 were involved in carbohydrate metabolism and amino
267 acid metabolism. In detail, there was a great increase in the relative levels of
268 6-phospho-D-gluconate, D-mannose 1-phosphate, 3-phospho-D-glycerate, Beta-D-fructose
269 6-phosphate, phosphoenolpyruvate, ribulose 5-phosphate, D-fructose 1,6-bisphosphate and
270 fructose 1-phosphate associated with pentose phosphate pathway, fructose and mannose
271 metabolism and glycolysis. This in accordance with our previous studies that showed the
272 glycolytic pathway activated in the dormant Korean pine seeds upon imbibition (Song and Zhu,
273 2019). It has been reported that a rapid uptake of water occurred during first 5 days of incubation
274 of dry dormant Korean pine seeds. The increase in various metabolic activities during this period
275 might be caused by water uptake. Further investigations about the metabolic changes that occur in
276 dormant seeds with the extension of incubation time are thus needed to distinguish the
277 consequences of water absorption from the metabolic activities involved in seed dormancy
278 maintenance. We found that these early responses to water were then followed by relatively small
279 changes in the relative contents of metabolites between 1 and 2 WAI. In contrast, there was a
280 larger metabolic switch occurs as the incubation time was extended to 4 weeks, with the relative
281 levels of 45 of the 59 metabolites with significant FC and VIP > 1 were increased between weeks
282 2 and 4 of incubation. Furthermore, both PPP and TCA ran at a higher rate at the 4 WAI time point
13
bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
283 when compared to 1 WAI. In addition, glycolysis-cycle-related metabolites, D-fructose
284 1,6-bisphosphate and alpha-D-glucose 1-phosphate, were also accumulated. However, this
285 accumulation did not last until the 6 WAI time point. A transient but rapid increase in most
286 metabolites occurred after 4 weeks of incubation when dormant seeds had already been imbibed.
287 Based on these findings, we proposed that dormant Korean pine seeds are far from metabolically
288 quiescent state when they were in favorable conditions for germination of non-dormant seeds.
289 Cadman et al. (2006) also found that transcriptional activities took place in primary dormant (PD)
290 Arabidopsis Cvi seeds after 30 days of imbibition due to 1833 genes were highly expressed
291 compared with 24-h-imbibed PD seeds.
292 Only a small proportion of the metabolites such as L-alanine, L-aspartate and N-(L-arginino)
293 succinate, were differentially accumulated in the embryos of RPPDS during the first 1 week of
294 incubation. However, the relative levels of those metabolites involved in the carbohydrate
295 metabolic pathways including fructose and mannose metabolism, TCA cycle, PPP, galactose
296 metabolism and starch and sucrose metabolism were significantly reduced. The pattern of change
297 in metabolic activities described above is contrary to our earlier statements that Korean pine seeds
298 rapidly resumed metabolic activity upon incubation in suitable conditions for germination (Song
299 and Zhu, 2019). In the present study, when RPPDS were retrieved from virgin MKPF forest in late
300 May, these seeds had previously experienced the relatively high temperature conditions in soil,
301 which might be the reason for the slow increase in the relative levels of the most metabolites
302 under laboratory conditions. That is, a great metabolites increase was not observed in the present
303 study because of the delay in sampling time. In the embryos of RPPDS with seed coat rupture,
304 there was a major decrease in the relative levels of various phosphorylated sugars (such as
14
bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
305 D-mannose 1-phosphate, 6-phospho-D-gluconate, Beta-D-fructose 6-phosphate, alpha-D-glucose
306 1-phosphate, D-ribulose 5-phosphate, etc.), polysaccharides (D-maltose and trehalose),
307 oligosaccharides (raffinose and stachyose) and most amino acids when compared to
308 1-week-incubated RPPDS. Based on these results we hypothesize that the metabolic activity is
309 attenuated in the embryos of RPPDS with seed coat rupture. Moreover, TCA-cycle was also
310 significantly down-regulated relative to RPPDS. Non-Targeted metabolomics analysis of Poplar
311 seeds also revealed that three TCA cycle intermediates (citrate, isocitrate and succinate)
312 substantially accumulated during the periods of slow water uptake and then promptly decreased
313 until radicle protrusion (Qu et al., 2019). Research conducted with non-dormant and dormant
314 seeds of Leymus chinensis demonstrated that the proteins involved in TCA cycle were decreased
315 in non-dormant seeds (Hou et al., 2009). When the radicle protruded through the seed coat, part of
316 the embryo was in an atmosphere containing sufficient oxygen, PPP was significantly enhanced,
317 while TCA cycle did not exhibit dramatic change. Allen et al. (2010) suggested that fermentation
318 still proceeded in Arabidopsis seeds approaching radicle protrusion.
319 It is generally accepted that glycolysis, fermentation, the TCA cycle and PPP are activated to
320 provide energy for metabolic activity during seed germination of non-dormant seeds (Fait et al.,
321 2006; Preston et al., 2009; Angelovici et al., 2011; Weitbrecht et al., 2011; He and Yang, 2013;
322 Zaynab et al., 2018). It has been also suggested that because of limited oxygen or lack of
323 functional mitochondria, energy is mainly provided by glycolysis and fermentation during early
324 stage of germination (Yang et al., 2007; He et al., 2011b; He and Yang, 2013; Ren et al., 2018;
325 Zaynab et al., 2018), and TCA cycle is the main energy source at the late stage of germination. A
326 decrease in TCA cycle activity would lead to the inhibition of germination of dormant seeds
15
bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
327 (Chibani et al., 2006; Angelovici et al., 2011; Das et al., 2017; Ren et al., 2018). However, we
328 found that the relative levels of a number of metabolites related to carbohydrate metabolism were
329 significant higher in the embryos of 4-weeks-incubated PPDS, especially those related to PPP and
330 TCA cycle, when compared to 1-week-incubated RPPDS. Xia et al. (2018a) also detected a higher
331 activity of enzymes related to TCA cycle and glycolysis in imbibed-dormant sunflower seeds.
332 Furthermore, sunflower seed dormancy can be released by cyanide (a respiratory inhibitor),
333 implying the importance of respiratory activity in seed dormancy maintenance (Oracz et al., 2008;
334 2009).
335 Conversion of glucose through glycolysis, β-oxidation and TCA cycle yields nicotinamide
336 adenine dinucleotide (NADH) and reduced flavin adenine dinucleotide (FADH2) which serve as
337 electron donors for the generation of adenosine triphosphate (ATP) in the mitochondrial electron
338 transport chain (Liemburg-Apers et al., 2015). The electron escaped from electron transport chain
339 (ETC) can lead to the generation of reactive oxygen species (ROS) (Liemburg-Apers et al., 2015).
340 NADPH-oxidases are also involved in the production of ROS (Ye et al., 2012). Although it has
341 been documented that ROS accumulation in the cells might damage proteins and membranes,
342 ROS also act as a key positive regulatory factor in the activation of germination process (Murthy
343 et al. 2003; Bailly, 2004; Oracz et al., 2007; El-Maarouf-Bouteau and Bailly, 2008; Müller et al.,
344 2009; Parkhey et al. 2012; Ye et al., 2012). Sugar enters to glycolysis and further TCA cycle
345 mainly through phosphorylation of sugars (Fait et al., 2006). A significant increase of numerous
346 phosphorylated sugars and organic acids involved in glycolysis, PPP and TCA cycle during
347 incubation of PPDS may indicate an overaccumulation of ROS, leading to the maintenance of
348 seed dormancy. There was a 1- and 10-fold increase in the respective levels of adenosine
16
bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
349 triphosphate (ADP) and adenosine monophosphate (AMP) in 4-weeks-incubated PPDS compared
350 with 1-week-incubated RPPDS. In addition, the ratio of glutathione to glutathione disulfide was
351 also slightly higher in 4-weeks-incubated PPDS. These results suggested that the PPDS might be
352 subjected to more severe oxidative stress condition. In contrast, the activities of TCA cycle and
353 PPP are attenuated most presumably to reduce the generation of ROS during incubation of RPPDS
354 under favorable conditions for germination. The reduced TCA cycle and PPP may reflect a way to
355 avoid energy waste and reserve consumption, preparing for the establishment of autotrophic
356 growth of seedling after seed germination.
357 It has been confirmed that abscisic acid (ABA) plays a critical role in the induction and
358 expression of seed dormancy and the inhibition of seed germination (Ali-Rachedi et al., 2004; Liu
359 et al., 2013). Xia et al. (2018b) reported that the ABA level significantly accumulated in dormant
360 sunflower seeds, but continued to decrease in non-dormant seeds after 24 h of imbibition. The 24
361 h imbibition was also the time when the metabolism of non-dormant seeds was clearly
362 differentiated from that of dormant seeds. A rather similar pattern of change in the relative levels
363 of ABA was found in the present study, with a great increase in embryos of PPDS after 4 weeks of
364 incubation and a rapid decline in embryos of RPPDS after 1 week of incubation. Similarly, there
365 was a great variation in metabolism between the 4-weeks-incubated PPDS and 1-week-RPPDS. It
366 is therefore to hypothesize that ABA may affect seed dormancy (or seed germination) process by
367 its action on metabolic actives. Metabolic, transcriptomic and proteomic analyses on seeds treated
368 with exogenous ABA also showed that the regulation of ABA in seed germination is involved in
369 the inhibition of some metabolic processes (Chibani et al. 2006; Xia et al., 2018b).
370 In the present study, all measured metabolic pathways were more active in embryo than that
17
bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
371 in megagametophyte in both PPDS and RPPDS. Carbohydrate metabolism changed similarly to
372 amino acid metabolism in embryo during incubation. However, in megagametophyte, amino acid
373 metabolism was altered much more prominently than carbohydrate metabolism. In addition, there
374 was a more dramatic change in amino acid metabolism in megagametophytes between 4-weeks
375 incubated PPDS and 1-week-incubated RPPDS. It appears that both carbohydrate metabolism and
376 amino acid metabolism are more predominant metabolic pathways in embryo, but in
377 megagametophyte amino acid metabolism become dominant. Similarly, several studies have
378 demonstrated that the embryos mainly contain enzymes that related to ATP synthesis, energy
379 generation or citrate synthesis (Penfield et al., 2006; Galland et al., 2017; Liu et al., 2018;
380 Domergue et al., 2019). In contrast, catabolic enzymes were found in the endosperm. Xu et al.
381 (2016) reported that proteins with increased abundance in embryo were mainly associated with
382 glycolysis and TCA cycle, cell growth and division and protein synthesis during dormancy release
383 of wild rice seeds. While, the abundances of these proteins in endosperms maintained steady-state
384 level or decreased.
385 The relative levels of amino acids in either embryos or megagametophytes were always
386 significant higher in RPPDS than that in PPDS during incubation. A great decrease in most amino
387 acids occurred from 1 week after incubation to seed coat rupture in the embryos of RPPDS,
388 suggesting that amino acids might be utilized for protein biosynthesis required for seed
389 germination. In contrast, only a few amino acids exhibited a slow increasing trend in embryos
390 during incubation of PPDS. Thus, we concluded that the attenuated amino acid metabolism may
391 maintain primary physiological dormancy in Korean pine seeds. Previous studies have shown that
392 protein biosynthesis was inhibited in dormant seeds compared with non-dormant seeds (Bove et
18
bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
393 al., 2005; Cadman et al. 2006; Carrera et al., 2008).
394 MATERIALS AND METHODS
395 Seed collection
396 In late September 2018, fresh Korean pine seeds were collected from virgin MKPF in
397 Wuying fenglin National Nature Reserves in northeastern China (128°58′–129°15′E, 48°02′–
398 48°12′N). Seeds contained a low amount of water (about 10%). These fresh dry seeds were then
399 stored at -20 oC to maintain their primary physiological dormancy status.
400 Seed burial experiment
401 In 20 October 2018, a proportion of Korean pine seeds were buried between litterfall and soil
402 in virgin MKPF to release primary physiological dormancy under the effect of lower late autumn
403 and winter temperatures in natural conditions. At the same time, another proportion of seeds were
404 continually kept at -20oC. These seeds were considered as primary physiological dormancy
405 (PPDS).
406 Incubation experiment
407 In late May 2019, seeds were retrieved from virgin MKPF and considered as seeds with
408 released primary physiological dormancy (RPPDS). Both PDS and RPPDS were used for
409 incubation experiment. Seeds were incubated in a growth incubator under a temperature
410 fluctuation regime of 25oC for 14h and 15oC for 10h. An approximately 200 μmol of photons m-2
411 s-1 was provided by cool white fluorescent tubes during high temperature (14h) and darkness was
412 set during low temperature (10h). Group of 20 PPDS (or RPPDS) were placed in a 10-cm Petri
413 dish with 5 layers of filter paper moistened with 10 ml deionized water. Petri dish was then
414 covered with parafilm to reduce water loss. PPDS were incubated for six weeks and sampled on
19
bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
415 week 0, week 1, week 2, week 4 and week 6 after incubation. The PPDS collected at five time
416 points were abbreviated to PPDS-0, PPDS-1, PPDS-2, PPDS-4 and PPDS-6, respectively. RPPDS
417 were incubated and sampled at four stages (0 week of incubation, 1 week of incubation, seed coat
418 rupture stage and radicle protrusion stage). The RPPDS collected at four stages were abbreviated
419 to RPPDS-0W, RPPDS-1W, RPPDS-SCR and RPPDS-RP, respectively. At each sample time point,
420 five Petri dishes were taken out from growth incubator and used as five replicates.
421 Seed samples pretreatment
422 The relative levels of metabolites in the embryos of five PPDS samples (PPDS-0-E,
423 PPDS-1-E, PPDS-2-E, PPDS-4-E and PPDS-6-E), the megagametophytes of five PPDS samples
424 (PPDS-0-M, PPDS-1-M, PPDS-2-M, PPDS-4-M and PPDS-6-M), the embryos of four RPPDS
425 samples (RPPDS-0-E, RPPDS-1-E, RPPDS-SCR-E and RPPDS-RP-E) and the
426 megagametophytes of four RPPDS samples (RPPDS-0-M, RPPDS-1-M, RPPDS-SCR-M and
427 RPPDS-RP-M) were all used for a non-targeted metabolome analysis. The excised embryos (or
428 megagametophytes) were immediately frozen in liquid nitrogen and subsequently stored at -80oC.
429 Embryos (or megagametophytes) samples were ground into powder under the protection of liquid
430 nitrogen. 80 mg embryo (or megagametophyte) powders were placed inside an Eppendorf tube.
431 One ml of precooled extraction solution (methanol/acetonitrile/ddH2O (2:2:1, v/v/v)) was then
432 added. The mixture of powder and extraction solution was then subjected for following treatments,
433 vortex for 60 seconds, low-temperature ultrasonic for 30 minutes (twice), stand at -20oC for 1 hour
434 to precipitate protein, centrifugation for 20 minutes (14,000 RCF, 4°C). After that, the supernatant
435 was lyophilized and stored at - 80oC until used for further metabolomics analysis.
436 LC-MS analysis
20
bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
437 The UHPLC/MC system consisted of an Agilent 1290 Infinity LC (Agilent Technologies,
438 Santa Clara, CA, USA) connected to a TripleTOF 6600 mass spectrometer (AB SCIEX, USA).
439 Chromatographic analyses were performed using a hydrop interaction liquid chromatography
440 (HILIC) column (ACQUITY UPLC BEH Amide 2.1 mm × 100 mm column, internal diameter 1.7
441 μm, Waters, Ireland) maintained at 25°C, and the autosampler tray temperature was maintained at
442 4 °C. Mobile phase A was water with 25 mM ammonium acetate and 25 mM ammonia; mobile
443 phase B was acetonitrile. The gradient conditions were 0-1 min, 95% B; 1-14 min, from 95 to 65%
444 B; 14-16 min, from 65 to 40% B; 16-18 min, 40% B; 18-18.1 min, from 40 to 95% B and 18.1-23
445 min, 95% B. The flow rate was 0.3 ml minute-1, and the injection volume was 2μL. For both
446 modes of operation, the mass spectrometric parameters were like that used in Zhou et al. (2019).
447 Data analysis
448 Raw data (wiff. scan files) were converted to mzXML format using ProteoWizard. Then,
449 peak alignment, retention time correction, and peak area extraction was conducted with XCMS
450 program.
451 Metabolite structure identification was performed with accurate mass number matching (< 25ppm)
452 and secondary spectrum matching. The ion peaks with greater missing values (>50%) were
453 removed. Metabolites were searched in a laboratory self-built database. Statistical analyses were
454 conducted with Metaboanalyst (https://www.metaboanalyst.ca/).
455 Principal component analysis (PCA) was used to globally investigate the metabolic changes
456 in both embryo and megagametophyte during incubation of PPDS (or RPPDS). For PCA analysis
457 performed on the relative contents of metabolites in the embryos and megagametophytes of five
458 types of PPDS, the metabolite data were log transformed (generalized logarithm transformation)
21
bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
459 and auto scaled (mean-centered and divided by the standard deviation of each variable) for
460 normalization. To gain a better normalization result, pareto scaling (mean-centered and divided by
461 the square root of the standard deviation of each variable) was only used for the metabolite data
462 obtained from the embryos and megagametophytes of four types of RPPDS. We also used PCA to
463 analyze the alterations in metabolic profiles of the embryos (or megagametophytes) of both PPDS
464 and RPPDS. The metabolite data of the embryos of PPDS and RPPDS were log transformed and
465 auto scaled for normalization, and then used for PCA analysis. The metabolite data of the
466 megagametophytes of PPDS and RPPDS were also subjected to PCA analysis after auto scaled for
467 normalization.
468 Partial least squares-discriminant analysis (PLS-DA) was conducted over 20 pairs of samples
469 (PPDS-0-E vs. PPDS-1-E, PPDS-1-E vs. PPDS-2-E, PPDS-2-E vs. PPDS-4-E, PPDS-4-E vs.
470 PPDS-6-E, PPDS-1-E vs. PPDS-4-E, PPDS-1-E vs. PPDS-6-E, PPDS-0-M vs. PPDS-1-M,
471 PPDS-1-M vs. PPDS-2-M, PPDS-2-M vs. PPDS-4-M, PPDS-4-M vs. PPDS-6-M, PPDS-1-M vs.
472 PPDS-4-M, PPDS-1-M vs. PPDS-6-M, RPPDS-0-E vs. RPPDS-1-E, RPPDS-1-E vs.
473 RPPDS-SCR-E, RPPDS-SCR-E vs. RPPDS-RP-E, RPPDS-0-M vs. RPPDS-1-M, RPPDS-1-M vs.
474 RPPDS-SCR-M, RPPDS-SCR-M vs. RPPDS-RP-M, PPDS-4-E vs. RPPDS-1-E, PPDS-4-M vs.
475 RPPDS-1-M, PPDS-4-E vs. RPPDS-SCR-E and PPDS-4-M vs. RPPDS-SCR-M) to determine
476 whose metabolites contribute significantly to the separation of two samples. Those metabolites
477 with VIP (variable importance in the projection) > 1 and significant changes (P < 0.05) in relative
478 contents were differentially expressed between two samples. The metabolite data were also
479 subjected to a combined normalization treatment of log transformation and auto scaling (or pareto
480 scaling alone) before performing PLS-DA.
22
bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
481 The metabolites (VIP > 1 and P < 0.05) data between the embryos and megagametophytes of
482 PPDS (or RPPDS) were used to produce volcano plot. The volcano plot is a combination of fold
483 change and t-tests. The x-axis is log2(FC) in volcano plot. Fold change (FC) was calculated as the
484 ratio of the relative contents of metabolites in embryo to megagametophyte and log2 transformed.
485 FC threshold was set as 1.0. Y-axis is -log10 (p.value), and was based on raw p values. Log2(FC)
486 value greater than zero indicates that the relative contents of metabolites are higher in embryo than
487 megagametophyte. If log2(FC) value is less than zero, this suggest that the relative contents of
488 metabolites are lower in embryo compared with megagametophyte. Metabolic pathway analysis
489 was also performed with metabolites (VIP > 1 and P < 0.05) between any of 22 pairs of samples
490 using the MetaboAnalyst web tool to determine whose metabolic pathways are significantly
491 changed. The relative parameters were set using the same method to that used by Song and Zhu
492 (2019).
493 ACKNOWLEDGMENTS
494 We thank Xinghuan Li and Chunxiang Chen for their field support. This study was supported by
495 the National Natural Science Foundation of China (31901300, 31960636) and Natural Science
496 Foundation of Guizhou Province (2019) No. 1165.
497 LITERATURE CITED
498 Ali-Rachedi S, Bouinot D, Wagner MH, Bonnet M, Sotta B, Grappin P, Jullien M (2004)
499 Changes in endogenous abscisic acid levels during dormancy release and maintenance of
500 mature seeds: studies with the Cape Verde Islands ecotype, the dormant model of Arabidopsis
501 thaliana. Planta 219: 479–488
502 Allen E, Moing A, Ebbels T, Maucourt M, Tomos D, Rolin D, Hooks M (2010) Correlation
23
bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
503 Network Analysis reveals a sequential reorganization of metabolic and transcriptional states
504 during germination and genemetabolite relationships in developing seedlings of Arabidopsis.
505 BMC Syst Biol 4: 62
506 Angelovici R, Fait A, Fernie AR, Galili G (2011) A seed high-lysine trait is negatively associated
507 with the TCA cycle and slows down Arabidopsis seed germination. New Phytol 189: 148–159
508 Arc E, Chibani K, Grappin P, Jullien M, Godin B, Cueff G, Valot B, Balliau T, Jon D, Rajjou
509 L (2012) Cold stratification and exogenous nitrates entail similar functional proteome
510 adjustments during Arabidopsis seed dormancy release. J Proteome Res 11: 5418–5432
511 Bailly C (2004) Active oxygen species and antioxidants in seed biology. Seed Sci Res 14: 93–107
512 Baskin JM, Baskin CC (2004) A classification system for seed dormancy. Seed Sci Res 14: 1–16
513 Bewley JD (1997) Seed germination and dormancy. Plant Cell 9: 1055–1066
514 Bewley JD, Bradford K, Hilhorst H (2012) Seeds: physiology of development, germination and
515 dormancy. Springer, New York
516 Bewley JD, Bradford KJ, Hilhorst HWM, Nonogaki H (2013) Seeds: Physiology of
517 development, germination and dormancy (3rd edition). Springer, New York
518 Bove J, Lucus P, Godin B, Ogé L, Jullien M, Grappin P (2005) Gene expression analysis by
519 cDNA-AFLP highlights a set of new signalling networks and translational control during seed
520 dormancy breaking in Nicotiana plumbaginifolia. Plant Mol Biol 57: 593–612
521 Cadman CSC, Toorop PE, Hilhorst HWM, Finch-Savage WE (2006) Gene expression profiles
522 of Arabidopsis Cvi seeds during dormancy cycling indicate a common underlying dormancy
523 control mechanism. Plant J 47: 805–822
524 Carrera E, Holman T, Medhurst A, Dietrich D, Footitt S, Theodoulou FL, Holdsworth MJ
24
bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
525 (2008) Seed after-ripening is a discrete developmental pathway associated with specific gene
526 networks in Arabidopsis. Plant J 53: 214–224
527 Chang E, Deng N, Zhang J, Liu JF, Chen LZ, Zhao XL, Abbas M, Jiang ZP, Shi SQ (2018)
528 Proteome-level analysis of metabolism-and stress-related proteins during seed dormancy and
529 germination in Gnetum parvifolium. J Agr Food Chem 66: 3019–3029
530 Chibani K, Ali-Rachedi S, Job C, Job D, Jullien M, Grappin P (2006) Proteomic analysis of
531 seed dormancy in Arabidopsis. Plant Physiol 142: 1493–1510
532 Das A, Kim DW, Khadka P, Rakwal R, Rohila JS (2017) Unraveling key metabolomic
533 alterations in wheat embryos derived from freshly harvested and water-imbibed seeds of two
534 wheat cultivars with contrasting dormancy status. Front Plant Sci 8: 1203
535 De Bont L, Naim E, Arbelet-Bonnin D, Xia Q, Palm E, Meimoun P, Mancuso S,
536 El-Maarouf-Bouteau H, Bouteau F (2019) Activation of plasma membrane H+-ATPases
537 participates in dormancy alleviation in sunflower seeds. Plant Sci 280: 408–415
538 De Gara L, Paciolla C, De Tullio MC, Motto M, Arrigoni O (2000) Ascorbate-dependent
539 hydrogen peroxide detoxification and ascorbate regeneration during germination of a highly
540 productive maize hybrid: evidence of an improved detoxification mechanism against reactive
541 oxygen species. Physiol Plantarum 109: 7–13
542 Domergue JB, Abadie C, Limami A, Way D, Tcherkez G (2019) Seed quality and carbon
543 primary metabolism. Plant Cell Environ 42: 2776–2788
544 El-Maarouf-Bouteau H, Bailly C (2008) Oxidative signaling in seed germination and dormancy.
545 Plant Signal Behav 3: 175–82
546 Fait A, Angelovici R, Less H, Ohad I, Urbanczyk-Wochniak E, Fernie AR, Galili G (2006)
25
bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
547 Arabidopsis seed development and germination is associated with temporally distinct metabolic
548 switches. Plant Physiol 142: 839–854
549 Ferrari F, Fumagalli M, Profumo A, Viglio S, Sala A, Dolcini L, Temporini C, Nicolis S,
550 Merli D, Corana F, Casado B, Iadarola P (2009) Deciphering the proteomic profile of rice
551 (Oryza sativa) bran: a pilot study. Electrophoresis 30: 4083–4094
552 Finch-Savage WE, Leubner-Metzger G (2006) Seed dormancy and the control of germination.
553 New Phytol 171: 501–523
554 Galland M, He D, Lounifi I, Arc E, Clément G, Balzergue S, Huguet S, Cueff G, Godin B,
555 Collet B, Granier F, Morin H, Tran J, Valot B, Rajjou L (2017) An integrated “multi-omics”
556 comparison of embryo and endosperm tissue-specific features and their impact on rice seed
557 quality. Front Plant Sci 8: 1984
558 Gao F, Jordan MC, Ayele BT (2012) Transcriptional programs regulating seed dormancy and its
559 release by after-ripening in common wheat (Triticum aestivum L.). Plant Biotechnol J 10: 465–
560 476
561 Joosen RV, Arends D, Li Y, Willems LA, Keurentjes JJ, Ligterink W, Jansen RC, Hilhorst
562 HHW (2013) Identifying genotype-by-environment interactions in the metabolism of
563 germinating Arabidopsis seeds using generalized genetical genomics. Plant Physiol 162: 553–
564 566
565 He DL, Yang PF (2013) Proteomics of rice seed germination. Front Plant Sci 4: 1–9
566 He D, Han C, Yang P (2011a) Gene expression profile changes in germinating rice. J Integr Plant
567 Biol 53: 835–844
568 He D, Han C, Yao J, Shen S, Yang P (2011b) Constructing the metabolic and regulatory
26
bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
569 pathways in germinating rice seeds through proteomic approach. Proteomics 11: 2693–2713
570 Holdsworth MJ, Bentsink L, Soppe WJ (2008a) Molecular networks regulating Arabidopsis
571 seed maturation, after-ripening, dormancy and germination. New Phytol 179: 33–54
572 Holdsworth MJ, Finch-Savage WE, Grappin P, Job D (2008b) Postgenomics dissection of seed
573 dormancy and germination. Trends Plant Sci 13: 7–13
574 Hou L, Wang M, Wang H, Zhang WH, Mao P (2019) Physiological and proteomic analyses for
575 seed dormancy and release in the perennial grass of Leymus chinensis. Environ Exp Bot 162:
576 95–102
577 Lee CS, Chien CT, Lin CH, Chiu YY, Yang YS (2006) Protein changes between dormant and
578 dormancy-broken seeds of Prunus campanulata Maxim. Proteomics 26: 4147–4154
579 Liemburg-Apers DC, Willems PHGM, Koopman WJH, Grefte S (2015) Interactions between
580 mitochondrial reactive oxygen species and cellular glucose metabolism. Arch Toxicol 89:
581 1209–1226
582 Lin L, Tian S, Kaeppler S, Liu Z, An YQ (2014) Conserved transcriptional regulatory programs
583 underlying rice and barley germination. PLoS ONE 9: e87261
584 Liu X, Zhang H, Zhao Y, Feng Z, Li Q, Yang HQ, Luan S, Li J, He ZH (2013) Auxin controls
585 seed dormancy through stimulation of abscisic acid signaling by inducing ARF-mediated ABI3
586 activation in Arabidopsis. Proc Natl Acad Sci USA 110: 15485–15490
587 Liu Y, Han C, Deng X, Liu D, Liu N, Yan Y (2018). Integrated physiology and proteome
588 analysis of embryo and endosperm highlights complex metabolic networks involved in seed
589 germination in wheat (Triticum aestivum L.). J Plant Physiol 229: 63–76
590 Lu XJ, Zhang XI, Mei M, Liu Gl, Ma BB (2016) Proteomic analysis of Magnolia sieboldii K.
27
bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
591 Koch seed germination. J Proteomics 133: 76–85
592 Müller K, Carstens AC, Linkies A, Torres MA, LeubnerMetzger G (2009) The
593 NADPH-oxidase AtrbohB plays a role in Arabidopsis seed after-ripening. New Phytol 184:
594 885–897
595 Murthy UMN, Kumar PP, Sun WQ (2003) Mechanisms of seed ageing under different storage
596 conditions for Vigna radiata (L.) Wilczek: lipid peroxidation, sugar hydrolysis, Maillard
597 reactions and their relationship to glass state transition. J Exp Bot 54: 1057–1067
598 Narsai R, Gouil Q, Secco D, Srivastava A, Karpievitch YV, Liew LC, Lister R, Lewsey MG,
599 Whelan J (2017a) Extensive transcriptomic and epigenomic remodelling occurs during
600 Arabidopsis thaliana germination. Genome Biol 18: 172
601 Narsai R, Secco D, Schultz MD, Ecker JR, Lister R, Whelan J (2017b) Dynamic and rapid
602 changes in the transcriptome and epigenome during germination and in developing rice (Oryza
603 sativa) coleoptiles under anoxia and re-oxygenation. Plant J 89: 805–824
604 Nakabayashi K, Okamoto M, Koshiba T, Kamiya Y, Nambara E (2005) Genome-wide
605 profiling of stored mRNA in Arabidopsis thaliana seed germination: epigenetic and genetic
606 regulation of transcription in seed. Plant J 41: 697–709
607 Oracz K, Bouteau HEM, Farrant JM, Cooper K, Belghazi M, Job C, Job D, Corbineau F,
608 Bailly C (2007) ROS production and protein oxidation as a novel mechanism for seed
609 dormancy alleviation. Plant J 50: 452–465
610 Oracz K, El-Maarouf Bouteau H, Bogatek R, Corbineau F, Bailly C (2008) Release of
611 sunflower seed dormancy by cyanide: cross-talk with ethylene signaling pathway. J Exp Bot 59:
612 2241–2251
28
bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
613 Oracz K, El-Maarouf-Bouteau H, Kranner I, Bogatek R, Courbineau F, Bailly C (2009) The
614 mechanisms involved in seed dormancy alleviation by hydrogen cyanide unravel the role of
615 reactive oxygen species as key factors of cellular signaling during germination. Plant
616 Physiol 150: 494–505
617 Parkhey S, Naithani SC, Keshavkant S (2012) ROS production and lipid catabolism in
618 desiccating Shorea robusta seeds during aging. Plant Physiol Biochem 57: 261–267
619 Pawłowski TA, Staszak AM (2016) Analysis of the embryo proteome of sycamore (Acer
620 pseudoplatanus L.) seeds reveals a distinct class of proteins regulating dormancy release. J
621 Plant Physiol 195: 9–22
622 Penfield S, Li Y, Gilday AD, Graham S, Graham IA (2006) Arabidopsis ABA INSENSITIVE4
623 regulates lipid mobilization in the embryo and reveals repression of seed germination by the
624 endosperm. Plant Cell 18: 1887–1899
625 Preston J, Tatematsu K, Kanno Y, Hobo T, Kimura M, Jikumaru Y, Yano R, Kamiya Y,
626 Nambara E (2009) Temporal expression patterns of hormone metabolism genes during
627 imbibition of Arabidopsis thaliana seeds: a comparative study on dormant and non-dormant
628 accessions. Plant Cell Physiol 50: 1786–800
629 Qu CP, Chen JY, Cao LN, Teng XJ, Li JB, Yang CJ, Zhang XL, Zhang YH, Liu GJ, Xu ZR
630 (2019) Non-targeted metabolomics reveals patterns of metabolic changes during poplar seed
631 germination. Forests 10: 659–171
632 Ren XX, Xue JQ, Wang SL, Xue YQ, Zhang P, Jiang HD, Zhang XX (2018) Proteomic
633 analysis of tree peony (Paeonia ostii ‘Feng Dan’) seed germination affected by low temperature.
634 J Plant Physiology 224–225: 56–67
29
bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
635 Rosental L, Nonogaki H, Fait A (2014) Activation and regulation of primary metabolism during
636 seed germination. Seed Sci Res 24: 1–15
637 Sano N, Permana H, Kumada R, Shinozaki Y, Tanabata T, Yamada T, Hirasawa T,
638 Kanekatsu M (2012) Proteomic analysis of embryonic proteins synthesized from long-lived
639 mRNAs during germination of rice seeds. Plant Cell Physiol 53: 687–698
640 Sekhon RS, Briskine R, Hirsch CN, Myers CL, Springer NM, Buell CR, de Leon N,
641 Kaeppler SM (2013) Maize gene atlas developed by RNA sequencing and comparative
642 evaluation of transcriptomes based on RNA sequencing and microarrays. PLoS one 8: e61005
643 Song Y, Zhu JJ (2019) The roles of metabolic pathways in maintaining primary dormancy of
644 Pinus
645 koraiensis seeds. BMC Plant Biol 19: 550
646 Xia Q, Ponnaiah M, Cueff G, Rajjou L, Prodhomme D, Gibon Y, Bailly C, Corbineau F,
647 Meimoun P, El-Maarouf-Bouteau H (2018a) Integrating proteomics and enzymatic profiling
648 to decipher seed metabolism affected by temperature in seed dormancy and germination. Plant
649 Sci 269: 118–125
650 Xia Q, Saux M, Ponnaiah M, Gilard F, Perreau F, Huguet S, Balzergue S, Langlade N, Bailly
651 C, Meimoun P, Corbineau F, El-Maarouf-Bouteau H (2018b) One way to achieve
652 germination: common molecular mechanism induced by ethylene and after-ripening in
653 sunflower seeds. Int J Mol Sci 19: 2464
654 Xu PL, Tang GY, Cui WP, Chen GX, Ma CL, Zhu JQ, Li PX, Shan L, Liu ZJ, Wan SB (2020)
655 Transcriptional differences in peanut (Arachis hypogaea L.) seeds at the freshly harvested,
656 after-ripening and newly germinated seed stages: insights into the regulatory networks of seed
30
bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
657 dormancy release and germination. PLoS one 15: e0219413.
658 Xu HH, Liu SJ, Song SH, Wang RX, Wang WQ, Song SQ (2016) Proteomics analysis reveals
659 distinct involvement of embryo and endosperm proteins during seed germination in dormant
660 and nondormant rice seeds. Plant Physiol Biochem 103: 219–242
661 Yang P, Li X, Wang X, Chen H, Chen F, Shen S (2007) Proteomic analysis of rice (Oryza sativa)
662 seeds during germination. Proteomics 7: 3358–3368
663 Yazdanpanah F, Hanson J, Hilhorst HWM, Bentsink L (2017) Differentially expressed genes
664 during the imbibition of dormant and afterripened seeds-a reverse genetics approach. BMC
665 Plant Biol 17: 151
666 Ye N, Zhu G, Liu Y, Zhang A, Li Y, Liu R, Shi L, Jia L, Zhang J (2012) Ascorbic acid and
667 reactive oxygen species are involved in the inhibition of seed germination by abscisic acid in
668 rice seeds. J Exp Bot 63: 1809–1822
669 Yu Y, Guo G, Lv D, Hu Y, Li J, Li X, Yan Y (2014) Transcriptome analysis during seed
670 germination of elite Chinese bread wheat cultivar Jimai 20. BMC Plant Biol 14: 20
671 Weitbrecht K, Müller K, Leubner-Metzger G (2011) First off the mark: early seed
672 germination. J Exp Bot 62: 3289–3309
673 Zaynab M, Pan D, Noman A, Fatima M, Abbas S, Umair M, Sharif Y, Chen SP, Chen W
674 (2018) Transcriptome approach to address low seed germination in cyclobalanopsis gilva to
675 save forest ecology. Biochem Syst Ecol 81: 62–69
676 Zhou XL, Yang H, Yan QX, Ren A, Kong ZW, Tang SX, Han XF, Tan ZL, Salem AZM (2019)
677 Evidence for liver energy metabolism programming in offspring subjected to intrauterine
678 undernutrition during midgestation. Nutr Metab 16: 20
31
bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
679
680 Table 1. The altered metabolic pathways in the embryo and megagametophyte of primary
681 physiological dormancy seeds between different incubation time points. Em: embryo, Me:
682 megagametophyte. “” indicates significantly changed metabolic pathway between two time
683 points.
Metabolic 0 week 1 week vs. 2 weeks vs. 4 weeks vs. 1 week vs. 1week vs. pathways vs. 1 week 2 weeks 4 weeks 6 weeks 4 weeks 6 weeks Em Me Em Me Em Me Em Me Em Me Em Me Carbohydrate Pentose phosphate metabolism pathway C5-Branched dibasic acid metabolism Fructose and mannose metabolism Amino sugar and nucleotide sugar metabolism Pentose and glucuronate interconversions Glycolysis / Gluconeogenesis Pyruvate metabolism Glyoxylate and dicarboxylate metabolism Starch and sucrose metabolism Galactose metabolism Citrate cycle (TCA cycle) Butanoate metabolism Carbon fixation in photosynthetic organisms Inositol phosphate metabolism Amino acid Alanine, aspartate and metabolism glutamate metabolism 32
bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
Arginine and proline metabolism Arginine biosynthesis Cysteine and methionine metabolism Tryptophan metabolism Tyrosine metabolism Phenylalanine metabolism Glycine, serine and threonine metabolism Phenylalanine, tyrosine and tryptophan biosynthesis Nucleotide Pyrimidine metabolism metabolism Purine metabolism Lipid Glycerophospholipid metabolism metabolism Linoleic acid metabolism Glycerolipid metabolism Cutin, suberine and wax biosynthesis Biosynthesis of Isoquinoline alkaloid other secondary biosynthesis metabolites Biosynthesis of other secondary metabolites-uncl assified Metabolism of Pantothenate and CoA cofactors and biosynthesis vitamins Metabolism of Glutathione other amino metabolism acids
684
33
bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
685 Table 2. The altered metabolic pathways in the embryo and megagametophyte of seeds with
686 released primary physiological dormancy between successive time points. Em: embryo, Me:
687 megagametophyte. SCRS: seed coat rupture stage, RPS: radicle protrusion stage. “” indicates
688 significantly changed metabolic pathway between two time points.
689 Metabolic pathways 0 week 1 week vs. SCRS vs. vs. 1 week SCRS RPS Em Me Em Me Em Me Carbohydrate metabolism Pentose phosphate pathway C5-Branched dibasic acid metabolism Fructose and mannose metabolism Amino sugar and nucleotide sugar metabolism Pentose and glucuronate interconversions Glycolysis / Gluconeogenesis Pyruvate metabolism Glyoxylate and dicarboxylate metabolism Starch and sucrose metabolism Galactose metabolism Citrate cycle (TCA cycle) Butanoate metabolism Carbon fixation in photosynthetic organisms Inositol phosphate metabolism Ascorbate and aldarate metabolism Amino acid metabolism Alanine, aspartate and glutamate metabolism Arginine and proline metabolism Arginine biosynthesis Cysteine and methionine metabolism Tryptophan metabolism Tyrosine metabolism Phenylalanine metabolism Glycine, serine and threonine metabolism Phenylalanine, tyrosine and tryptophan biosynthesis Phenylalanine metabolism Nucleotide metabolism Pyrimidine metabolism Purine metabolism Lipid metabolism Glycerophospholipid metabolism Linoleic acid metabolism Glycerolipid metabolism 34
bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
Cutin, suberine and wax biosynthesis Biosynthesis of other Isoquinoline alkaloid biosynthesis secondary metabolites Biosynthesis of other secondary metabolites-unclassified Metabolism of cofactors Pantothenate and CoA biosynthesis and vitamins Metabolism of other Glutathione metabolism amino acids
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
35
bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
707 Table 3. The altered metabolic pathways in the embryo and megagametophyte between
708 4-weeks-incuabted primary physiological dormant seeds (PPDS-4) and 1-weeks-incubated seeds
709 with released primary physiological dormancy (RPPDS-1), between PPDS-4 and seeds with
710 released primary physiological dormancy at seed coat rupture stage (RPPDS-SCR). Em: embryo,
711 Me: megagametophyte. “” indicates significantly changed metabolic pathway.
712 Metabolic pathways PPDS-4 PPDS-4 vs. vs. RPPDS-1 RPPDS-SCR Em Me Em Me Carbohydrate metabolism Pentose phosphate pathway C5-Branched dibasic acid metabolism Fructose and mannose metabolism Amino sugar and nucleotide sugar metabolism Pentose and glucuronate interconversions Glycolysis / Gluconeogenesis Pyruvate metabolism Glyoxylate and dicarboxylate metabolism Starch and sucrose metabolism Galactose metabolism Citrate cycle (TCA cycle) Butanoate metabolism Carbon fixation in photosynthetic organisms Inositol phosphate metabolism Ascorbate and aldarate metabolism Amino acid metabolism Alanine, aspartate and glutamate metabolism Arginine and proline metabolism Arginine biosynthesis Cysteine and methionine metabolism Tryptophan metabolism Tyrosine metabolism Phenylalanine metabolism Glycine, serine and threonine metabolism Phenylalanine, tyrosine and tryptophan biosynthesis Phenylalanine metabolism Nucleotide metabolism Pyrimidine metabolism Purine metabolism Lipid metabolism Glycerophospholipid metabolism Linoleic acid metabolism 36
bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
Glycerolipid metabolism Cutin, suberine and wax biosynthesis Biosynthesis of other Isoquinoline alkaloid biosynthesis secondary metabolites Biosynthesis of other secondary metabolites-unclassified Metabolism of cofactors and Pantothenate and CoA biosynthesis vitamins Metabolism of other amino Glutathione metabolism acids
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
37
bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
729 Figure captions
730 Figure 1. Principal components analysis (PCA) of metabolite profiles of (A) the embryos of five
731 primary physiological dormancy seeds (PPDS) samples (PPDS-0-E, PPDS-1-E, PPDS-2-E,
732 PPDS-4-E and PPDS-6-E) and the megagametophytes of five PPDS samples (PPDS-0-M,
733 PPDS-1-M, PPDS-2-M, PPDS-4-M and PPDS-6-M), (B) the embryos of four seeds with released
734 primary physiological dormancy (RPPDS) samples (RPPDS-0-E, RPPDS-1-E, RPPDS-SCR-E
735 and RPPDS-RP-E) and the megagametophytes of four RPPDS samples (RPPDS-0-M,
736 RPPDS-1-M, RPPDS-SCR-M and RPPDS-RP-M), (C) the embryos of PPDS (PPDS-0-E,
737 PPDS-1-E, PPDS-2-E, PPDS-4-E and PPDS-6-E) and RPPDS (RPPDS-0-E, RPPDS-1-E,
738 RPPDS-SCR-E and RPPDS-RP-E), and (D) the megagametophytes of PPDS (PPDS-0-M,
739 PPDS-1-M, PPDS-2-M, PPDS-4-M and PPDS-6-M) and RPPDS (RPPDS-0-M, RPPDS-1-M,
740 RPPDS-SCR-M and RPPDS-RP-M).
741 Figure 2. Fold change in the relative contents of important metabolites with VIP value > 1 and P
742 < 0.05 in the embryos of primary physiological dormancy seeds (PPDS) (A) between 0 and 1
743 week of incubation (PPDS-0-E vs. PPDS-1-E), (B) 1 and 2 weeks of incubation (PPDS-1-E vs.
744 PPDS-2-E), (C) between 2 and 4 weeks of incubation (PPDS-2-E vs. PPDS-4-E), and (D) 4 and 6
745 weeks of incubation (PPDS-4-E vs. PPDS-6-E), (E) between 1 and 4 weeks of incubation
746 (PPDS-1-E vs. PPDS-4-E), and (F) 1 and 6 weeks of incubation (PPDS-1-E vs. PPDS-6-E).
747 Figure 3. Volcano plots of the important metabolites with VIP value > 1 and P < 0.05 between
748 embryo and megagametophyte of primary physiological dormancy seeds at five different
749 incubation time points.
38
bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
750 Figure 4. Fold change in the relative contents of important metabolites with VIP value > 1 and P
751 < 0.05 in the megagametophytes of primary physiological dormancy seeds (PPDS) (A) between 0
752 and 1 week of incubation (PPDS-0-M vs. PPDS-1-M), (B) 1 and 2 weeks of incubation
753 (PPDS-1-M vs. PPDS-2-M), (C) between 2 and 4 weeks of incubation (PPDS-2-M vs.
754 PPDS-4-M), (D) 4 and 6 weeks of incubation (PPDS-4-M vs. PPDS-6-M), (E) between 1 and 4
755 weeks of incubation (PPDS-1-M vs. PPDS-4-M), and (F) 1 and 6 weeks of incubation (PPDS-1-M
756 vs. PPDS-6-M).
757 Figure 5. Fold change in the relative contents of important metabolites with VIP value > 1 and P
758 < 0.05 in the embryo of seeds with released primary physiological dormancy seeds (RPPDS) (A)
759 between 0 and 1 week of incubation (RPPDS-0-E vs. RPPDS-1-E), and (B) 1 week of incubation
760 and seed coat rupture stage (RPPDS-1-E vs. RPPDS-SCR-E), and (C) seed coat rupture stage and
761 radicle protrusion stage (RPPDS-SCR-E vs. RPPDS-RP-E).
762 Figure 6. Volcano plots of the important metabolites with VIP value > 1 and P < 0.05 between
763 embryo and megagametophyte of seeds with release primary physiological dormancy at four
764 incubation time points.
765 Figure 7. Fold change in the relative contents of important metabolites with VIP value > 1 and P
766 < 0.05 in the megagametophyte of seeds with released primary physiological dormancy seeds
767 (RPPDS) (A) between 0 and 1 week of incubation (RPPDS-0-M vs. RPPDS-1-M), and (B) 1 week
768 of incubation and seed coat rupture stage (RPPDS-1-M vs. RPPDS-SCR-M), and (C) seed coat
769 rupture stage and radicle protrusion stage (RPPDS-SCR-M vs. RPPDS-RP-M).
770 Figure 8. Fold change in the relative contents of important metabolites with VIP value > 1 and P
771 < 0.05 in the embryo of (A) between seeds with released primary physiological dormancy seeds
39
bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
772 (RPPDS) incubated for 1 week (RPPDS-1-E) and primary physiological dormancy seeds (PPDS)
773 incubated for 4 weeks (PPDS-4-E), (B) between RPPDS with seed coat rupture (RPPDS-SCR-E)
774 and PPDS-4-E, in the megagametophytes of (C) between seeds with released primary
775 physiological dormancy seeds (RPPDS) incubated for 1 week (RPPDS-1-M) and primary
776 physiological dormancy seeds (PPDS) incubated for 4 weeks (PPDS-4-M), and (D) between
777 RPPDS with seed coat rupture (RPPDS-SCR-M) and PPDS-4-M.
778 779
40 bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission. bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission. bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission. bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission. bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission. bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission. bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission. bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission. bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
Parsed Citations Ali-Rachedi S, Bouinot D, Wagner MH, Bonnet M, Sotta B, Grappin P, Jullien M (2004) Changes in endogenous abscisic acid levels during dormancy release and maintenance of mature seeds: studies with the Cape Verde Islands ecotype, the dormant model of Arabidopsis thaliana. Planta 219: 479–488 Google Scholar: Author Only Title Only Author and Title Allen E, Moing A, Ebbels T, Maucourt M, Tomos D, Rolin D, Hooks M (2010) Correlation Network Analysis reveals a sequential reorganization of metabolic and transcriptional states during germination and genemetabolite relationships in developing seedlings of Arabidopsis. BMC Syst Biol 4: 62 Google Scholar: Author Only Title Only Author and Title Angelovici R, Fait A, Fernie AR, Galili G (2011) A seed high-lysine trait is negatively associated with the TCA cycle and slows down Arabidopsis seed germination. New Phytol 189: 148–159 Google Scholar: Author Only Title Only Author and Title Arc E, Chibani K, Grappin P, Jullien M, Godin B, Cueff G, Valot B, Balliau T, Jon D, Rajjou L (2012) Cold stratification and exogenous nitrates entail similar functional proteome adjustments during Arabidopsis seed dormancy release. J Proteome Res 11: 5418–5432 Google Scholar: Author Only Title Only Author and Title Bailly C (2004) Active oxygen species and antioxidants in seed biology. Seed Sci Res 14: 93–107 Google Scholar: Author Only Title Only Author and Title Baskin JM, Baskin CC (2004) A classification system for seed dormancy. Seed Sci Res 14: 1–16 Google Scholar: Author Only Title Only Author and Title Bewley JD (1997) Seed germination and dormancy. Plant Cell 9: 1055–1066 Google Scholar: Author Only Title Only Author and Title Bewley JD, Bradford K, Hilhorst H (2012) Seeds: physiology of development, germination and dormancy. Springer, New York Google Scholar: Author Only Title Only Author and Title Bewley JD, Bradford KJ, Hilhorst HWM, Nonogaki H (2013) Seeds: Physiology of development, germination and dormancy (3rd edition). Springer, New York Google Scholar: Author Only Title Only Author and Title Bove J, Lucus P, Godin B, Ogé L, Jullien M, Grappin P (2005) Gene expression analysis by cDNA-AFLP highlights a set of new signalling networks and translational control during seed dormancy breaking in Nicotiana plumbaginifolia. Plant Mol Biol 57: 593– 612 Google Scholar: Author Only Title Only Author and Title Cadman CSC, Toorop PE, Hilhorst HWM, Finch-Savage WE (2006) Gene expression profiles of Arabidopsis Cvi seeds during dormancy cycling indicate a common underlying dormancy control mechanism. Plant J 47: 805–822 Google Scholar: Author Only Title Only Author and Title Carrera E, Holman T, Medhurst A, Dietrich D, Footitt S, Theodoulou FL, Holdsworth MJ (2008) Seed after-ripening is a discrete developmental pathway associated with specific gene networks in Arabidopsis. Plant J 53: 214–224 Google Scholar: Author Only Title Only Author and Title Chang E, Deng N, Zhang J, Liu JF, Chen LZ, Zhao XL, Abbas M, Jiang ZP, Shi SQ (2018) Proteome-level analysis of metabolism- and stress-related proteins during seed dormancy and germination in Gnetum parvifolium. J Agr Food Chem 66: 3019–3029 Google Scholar: Author Only Title Only Author and Title Chibani K, Ali-Rachedi S, Job C, Job D, Jullien M, Grappin P (2006) Proteomic analysis of seed dormancy in Arabidopsis. Plant Physiol 142: 1493–1510 Google Scholar: Author Only Title Only Author and Title Das A, Kim DW, Khadka P, Rakwal R, Rohila JS (2017) Unraveling key metabolomic alterations in wheat embryos derived from freshly harvested and water-imbibed seeds of two wheat cultivars with contrasting dormancy status. Front Plant Sci 8: 1203 Google Scholar: Author Only Title Only Author and Title De Bont L, Naim E, Arbelet-Bonnin D, Xia Q, Palm E, Meimoun P, Mancuso S, El-Maarouf-Bouteau H, Bouteau F (2019) Activation of plasma membrane H+-ATPases participates in dormancy alleviation in sunflower seeds. Plant Sci 280: 408–415 Google Scholar: Author Only Title Only Author and Title De Gara L, Paciolla C, De Tullio MC, Motto M, Arrigoni O (2000) Ascorbate-dependent hydrogen peroxide detoxification and ascorbate regeneration during germination of a highly productive maize hybrid: evidence of an improved detoxification mechanism against reactive oxygen species. Physiol Plantarum 109: 7–13 Google Scholar: Author Only Title Only Author and Title bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
Domergue JB, Abadie C, Limami A, Way D, Tcherkez G (2019) Seed quality and carbon primary metabolism. Plant Cell Environ 42: 2776–2788 Google Scholar: Author Only Title Only Author and Title El-Maarouf-Bouteau H, Bailly C (2008) Oxidative signaling in seed germination and dormancy. Plant Signal Behav 3: 175–82 Google Scholar: Author Only Title Only Author and Title Fait A, Angelovici R, Less H, Ohad I, Urbanczyk-Wochniak E, Fernie AR, Galili G (2006) Arabidopsis seed development and germination is associated with temporally distinct metabolic switches. Plant Physiol 142: 839–854 Google Scholar: Author Only Title Only Author and Title Ferrari F, Fumagalli M, Profumo A, Viglio S, Sala A, Dolcini L, Temporini C, Nicolis S, Merli D, Corana F, Casado B, Iadarola P (2009) Deciphering the proteomic profile of rice (Oryza sativa) bran: a pilot study. Electrophoresis 30: 4083–4094 Google Scholar: Author Only Title Only Author and Title Finch-Savage WE, Leubner-Metzger G (2006) Seed dormancy and the control of germination. New Phytol 171: 501–523 Google Scholar: Author Only Title Only Author and Title Galland M, He D, Lounifi I, Arc E, Clément G, Balzergue S, Huguet S, Cueff G, Godin B, Collet B, Granier F, Morin H, Tran J, Valot B, Rajjou L (2017) An integrated "multi-omics" comparison of embryo and endosperm tissue-specific features and their impact on rice seed quality. Front Plant Sci 8: 1984 Google Scholar: Author Only Title Only Author and Title Gao F, Jordan MC, Ayele BT (2012) Transcriptional programs regulating seed dormancy and its release by after-ripening in common wheat (Triticum aestivum L.). Plant Biotechnol J 10: 465–476 Google Scholar: Author Only Title Only Author and Title Joosen RV, Arends D, Li Y, Willems LA, Keurentjes JJ, Ligterink W, Jansen RC, Hilhorst HHW (2013) Identifying genotype-by- environment interactions in the metabolism of germinating Arabidopsis seeds using generalized genetical genomics. Plant Physiol 162: 553–566 Google Scholar: Author Only Title Only Author and Title He DL, Yang PF (2013) Proteomics of rice seed germination. Front Plant Sci 4: 1–9 Google Scholar: Author Only Title Only Author and Title He D, Han C, Yang P (2011a) Gene expression profile changes in germinating rice. J Integr Plant Biol 53: 835–844 Google Scholar: Author Only Title Only Author and Title He D, Han C, Yao J, Shen S, Yang P (2011b) Constructing the metabolic and regulatory pathways in germinating rice seeds through proteomic approach. Proteomics 11: 2693–2713 Google Scholar: Author Only Title Only Author and Title Holdsworth MJ, Bentsink L, Soppe WJ (2008a) Molecular networks regulating Arabidopsis seed maturation, after-ripening, dormancy and germination. New Phytol 179: 33–54 Google Scholar: Author Only Title Only Author and Title Holdsworth MJ, Finch-Savage WE, Grappin P, Job D (2008b) Postgenomics dissection of seed dormancy and germination. Trends Plant Sci 13: 7–13 Google Scholar: Author Only Title Only Author and Title Hou L, Wang M, Wang H, Zhang WH, Mao P (2019) Physiological and proteomic analyses for seed dormancy and release in the perennial grass of Leymus chinensis. Environ Exp Bot 162: 95–102 Google Scholar: Author Only Title Only Author and Title Lee CS, Chien CT, Lin CH, Chiu YY, Yang YS (2006) Protein changes between dormant and dormancy-broken seeds of Prunus campanulata Maxim. Proteomics 26: 4147–4154 Google Scholar: Author Only Title Only Author and Title Liemburg-Apers DC, Willems PHGM, Koopman WJH, Grefte S (2015) Interactions between mitochondrial reactive oxygen species and cellular glucose metabolism. Arch Toxicol 89: 1209–1226 Google Scholar: Author Only Title Only Author and Title Lin L, Tian S, Kaeppler S, Liu Z, An YQ (2014) Conserved transcriptional regulatory programs underlying rice and barley germination. PLoS ONE 9: e87261 Google Scholar: Author Only Title Only Author and Title Liu X, Zhang H, Zhao Y, Feng Z, Li Q, Yang HQ, Luan S, Li J, He ZH (2013) Auxin controls seed dormancy through stimulation of abscisic acid signaling by inducing ARF-mediated ABI3 activation in Arabidopsis. Proc Natl Acad Sci USA 110: 15485–15490 Google Scholar: Author Only Title Only Author and Title Liu Y, Han C, Deng X, Liu D, Liu N, Yan Y (2018). Integrated physiology and proteome analysis of embryo and endosperm bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
highlights complex metabolic networks involved in seed germination in wheat (Triticum aestivum L.). J Plant Physiol 229: 63–76 Google Scholar: Author Only Title Only Author and Title Lu XJ, Zhang XI, Mei M, Liu Gl, Ma BB (2016) Proteomic analysis of Magnolia sieboldii K. Koch seed germination. J Proteomics 133: 76–85 Google Scholar: Author Only Title Only Author and Title Müller K, Carstens AC, Linkies A, Torres MA, LeubnerMetzger G (2009) The NADPH-oxidase AtrbohB plays a role in Arabidopsis seed after-ripening. New Phytol 184: 885–897 Google Scholar: Author Only Title Only Author and Title Murthy UMN, Kumar PP, Sun WQ (2003) Mechanisms of seed ageing under different storage conditions for Vigna radiata (L.) Wilczek: lipid peroxidation, sugar hydrolysis, Maillard reactions and their relationship to glass state transition. J Exp Bot 54: 1057–1067 Google Scholar: Author Only Title Only Author and Title Narsai R, Gouil Q, Secco D, Srivastava A, Karpievitch YV, Liew LC, Lister R, Lewsey MG, Whelan J (2017a) Extensive transcriptomic and epigenomic remodelling occurs during Arabidopsis thaliana germination. Genome Biol 18: 172 Google Scholar: Author Only Title Only Author and Title Narsai R, Secco D, Schultz MD, Ecker JR, Lister R, Whelan J (2017b) Dynamic and rapid changes in the transcriptome and epigenome during germination and in developing rice (Oryza sativa) coleoptiles under anoxia and re-oxygenation. Plant J 89: 805–824 Google Scholar: Author Only Title Only Author and Title Nakabayashi K, Okamoto M, Koshiba T, Kamiya Y, Nambara E (2005) Genome-wide profiling of stored mRNA in Arabidopsis thaliana seed germination: epigenetic and genetic regulation of transcription in seed. Plant J 41: 697–709 Google Scholar: Author Only Title Only Author and Title Oracz K, Bouteau HEM, Farrant JM, Cooper K, Belghazi M, Job C, Job D, Corbineau F, Bailly C (2007) ROS production and protein oxidation as a novel mechanism for seed dormancy alleviation. Plant J 50: 452–465 Google Scholar: Author Only Title Only Author and Title Oracz K, El-Maarouf Bouteau H, Bogatek R, Corbineau F, Bailly C (2008) Release of sunflower seed dormancy by cyanide: cross- talk with ethylene signaling pathway. J Exp Bot 59: 2241–2251 Google Scholar: Author Only Title Only Author and Title Oracz K, El-Maarouf-Bouteau H, Kranner I, Bogatek R, Courbineau F, Bailly C (2009) The mechanisms involved in seed dormancy alleviation by hydrogen cyanide unravel the role of reactive oxygen species as key factors of cellular signaling during germination. Plant Physiol 150: 494–505 Google Scholar: Author Only Title Only Author and Title Parkhey S, Naithani SC, Keshavkant S (2012) ROS production and lipid catabolism in desiccating Shorea robusta seeds during aging. Plant Physiol Biochem 57: 261–267 Google Scholar: Author Only Title Only Author and Title Pawłowski TA, Staszak AM (2016) Analysis of the embryo proteome of sycamore (Acer pseudoplatanus L.) seeds reveals a distinct class of proteins regulating dormancy release. J Plant Physiol 195: 9–22 Google Scholar: Author Only Title Only Author and Title Penfield S, Li Y, Gilday AD, Graham S, Graham IA (2006) Arabidopsis ABA INSENSITIVE4 regulates lipid mobilization in the embryo and reveals repression of seed germination by the endosperm. Plant Cell 18: 1887–1899 Google Scholar: Author Only Title Only Author and Title Preston J, Tatematsu K, Kanno Y, Hobo T, Kimura M, Jikumaru Y, Yano R, Kamiya Y, Nambara E (2009) Temporal expression patterns of hormone metabolism genes during imbibition of Arabidopsis thaliana seeds: a comparative study on dormant and non- dormant accessions. Plant Cell Physiol 50: 1786–800 Google Scholar: Author Only Title Only Author and Title Qu CP, Chen JY, Cao LN, Teng XJ, Li JB, Yang CJ, Zhang XL, Zhang YH, Liu GJ, Xu ZR (2019) Non-targeted metabolomics reveals patterns of metabolic changes during poplar seed germination. Forests 10: 659–171 Google Scholar: Author Only Title Only Author and Title Ren XX, Xue JQ, Wang SL, Xue YQ, Zhang P, Jiang HD, Zhang XX (2018) Proteomic analysis of tree peony (Paeonia ostii 'Feng Dan') seed germination affected by low temperature. J Plant Physiology 224–225: 56–67 Google Scholar: Author Only Title Only Author and Title Rosental L, Nonogaki H, Fait A (2014) Activation and regulation of primary metabolism during seed germination. Seed Sci Res 24: 1–15 Google Scholar: Author Only Title Only Author and Title bioRxiv preprint doi: https://doi.org/10.1101/2021.02.08.430286; this version posted February 8, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
Sano N, Permana H, Kumada R, Shinozaki Y, Tanabata T, Yamada T, Hirasawa T, Kanekatsu M (2012) Proteomic analysis of embryonic proteins synthesized from long-lived mRNAs during germination of rice seeds. Plant Cell Physiol 53: 687–698 Google Scholar: Author Only Title Only Author and Title Sekhon RS, Briskine R, Hirsch CN, Myers CL, Springer NM, Buell CR, de Leon N, Kaeppler SM (2013) Maize gene atlas developed by RNA sequencing and comparative evaluation of transcriptomes based on RNA sequencing and microarrays. PLoS one 8: e61005 Google Scholar: Author Only Title Only Author and Title Song Y, Zhu JJ (2019) The roles of metabolic pathways in maintaining primary dormancy of Pinus koraiensis seeds. BMC Plant Biol 19: 550 Xia Q, Ponnaiah M, Cueff G, Rajjou L, Prodhomme D, Gibon Y, Bailly C, Corbineau F, Meimoun P, El-Maarouf-Bouteau H (2018a) Integrating proteomics and enzymatic profiling to decipher seed metabolism affected by temperature in seed dormancy and germination. Plant Sci 269: 118–125 Google Scholar: Author Only Title Only Author and Title Xia Q, Saux M, Ponnaiah M, Gilard F, Perreau F, Huguet S, Balzergue S, Langlade N, Bailly C, Meimoun P, Corbineau F, El- Maarouf-Bouteau H (2018b) One way to achieve germination: common molecular mechanism induced by ethylene and after- ripening in sunflower seeds. Int J Mol Sci 19: 2464 Google Scholar: Author Only Title Only Author and Title Xu PL, Tang GY, Cui WP, Chen GX, Ma CL, Zhu JQ, Li PX, Shan L, Liu ZJ, Wan SB (2020) Transcriptional differences in peanut (Arachis hypogaea L.) seeds at the freshly harvested, after-ripening and newly germinated seed stages: insights into the regulatory networks of seed dormancy release and germination. PLoS one 15: e0219413. Google Scholar: Author Only Title Only Author and Title Xu HH, Liu SJ, Song SH, Wang RX, Wang WQ, Song SQ (2016) Proteomics analysis reveals distinct involvement of embryo and endosperm proteins during seed germination in dormant and nondormant rice seeds. Plant Physiol Biochem 103: 219–242 Google Scholar: Author Only Title Only Author and Title Yang P, Li X, Wang X, Chen H, Chen F, Shen S (2007) Proteomic analysis of rice (Oryza sativa) seeds during germination. Proteomics 7: 3358–3368 Google Scholar: Author Only Title Only Author and Title Yazdanpanah F, Hanson J, Hilhorst HWM, Bentsink L (2017) Differentially expressed genes during the imbibition of dormant and afterripened seeds-a reverse genetics approach. BMC Plant Biol 17: 151 Google Scholar: Author Only Title Only Author and Title Ye N, Zhu G, Liu Y, Zhang A, Li Y, Liu R, Shi L, Jia L, Zhang J (2012) Ascorbic acid and reactive oxygen species are involved in the inhibition of seed germination by abscisic acid in rice seeds. J Exp Bot 63: 1809–1822 Google Scholar: Author Only Title Only Author and Title Yu Y, Guo G, Lv D, Hu Y, Li J, Li X, Yan Y (2014) Transcriptome analysis during seed germination of elite Chinese bread wheat cultivar Jimai 20. BMC Plant Biol 14: 20 Google Scholar: Author Only Title Only Author and Title Weitbrecht K, Müller K, Leubner-Metzger G (2011) First off the mark: early seed germination. J Exp Bot 62: 3289–3309 Google Scholar: Author Only Title Only Author and Title Zaynab M, Pan D, Noman A, Fatima M, Abbas S, Umair M, Sharif Y, Chen SP, Chen W (2018) Transcriptome approach to address low seed germination in cyclobalanopsis gilva to save forest ecology. Biochem Syst Ecol 81: 62–69 Google Scholar: Author Only Title Only Author and Title Zhou XL, Yang H, Yan QX, Ren A, Kong ZW, Tang SX, Han XF, Tan ZL, Salem AZM (2019) Evidence for liver energy metabolism programming in offspring subjected to intrauterine undernutrition during midgestation. Nutr Metab 16: 20 Google Scholar: Author Only Title Only Author and Title