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Fleshy or dry: transcriptome analyses reveal the genetic mechanisms underlying bract development in Ephedra
EvoDevo volume 13, Article number: 10 (2022)
Gnetales have a key phylogenetic position in the evolution of seed plants. Among the Gnetales, there is an extraordinary morphological diversity of seeds, the genus Ephedra, in particular, exhibits fleshy, coriaceous or winged (dry) seeds. Despite this striking diversity, its underlying genetic mechanisms remain poorly understood due to the limited studies in gymnosperms. Expanding the genomic and developmental data from gymnosperms contributes to a better understanding of seed evolution and development.
We performed transcriptome analyses on different plant tissues of two Ephedra species with different seed morphologies. Anatomical observations in early developing ovules, show that differences in the seed morphologies are established early in their development. The transcriptomic analyses in dry-seeded Ephedra californica and fleshy-seeded Ephedra antisyphilitica, allowed us to identify the major differences between the differentially expressed genes in these species. We detected several genes known to be involved in fruit ripening as upregulated in the fleshy seed of Ephedra antisyphilitica.
This study allowed us to determine the differentially expressed genes involved in seed development of two Ephedra species. Furthermore, the results of this study of seeds with the enigmatic morphology in Ephedra californica and Ephedra antisyphilitica, allowed us to corroborate the hypothesis which suggest that the extra envelopes covering the seeds of Gnetales are not genetically similar to integument. Our results highlight the importance of carrying out studies on less explored species such as gymnosperms, to gain a better understanding of the evolutionary history of plants.
Gnetales is one of the most extraordinary lineages of seed plants (i.e., Cycadales, Ginkgoales, Coniferales and angiosperms). With three genera within Gnetales, Ephedra is sister to Gnetum and Welwitschia, and it is the most diverse among the three, distributed in the desert regions worldwide [1,2,3]. The morphology of Ephedra is very peculiar; it is a small shrub, climber or small tree; with green stems, scale-like leaves, and strobili with 2–8 pairs of decussate bracts, where the proximal are sterile and the distal bracts are fertile. Ephedra is usually dioecious, with unisexual cones born in the axils of bracts. Within the fertile bracts of the ovulate strobili, there are one to three ovules [4, 5], while in the staminate strobili, the antherophore is stalked consisting of two fused microsporophylls bearing 2–8 stalked or sessile synangia [2, 6, 7]. In the ovulate strobili, each ovule is surrounded by one to two additional bracts (also called envelopes) and the integument [4, 5]. The integument forms a micropylar projection which produces a pollination droplet; the integument will become the seed coat or testa [3,4,5].
Between Ephedra species, there is morphological variation in these additional bracts surrounding the seeds that may impact seed dispersal mechanisms and are the focus of this study (Fig. 1). The fleshy bracts attract birds and lizards that ensure the dispersal of the seeds ; the dry winged bracts ensure wind dispersal; and seeds with membranous bracts are dispersed by rodents [3, 9,10,11]. The bracts associated with the ovule, have been described by many authors as integuments, which for Eames  is ‘unfortunate’, since this term suggests a homology with the outer integument of angiosperms; adding that there is no morpho-anatomical evidence suggesting that the bracteoles are in fact integuments [3, 4, 12]. Moreover, expression analyses in Gnetum gnemon, show that the known angiosperm integument developmental genes are not expressed in the bracts (also called envelopes), suggesting that genetically the extra-bracts of Gnetum are not integuments .
The study of fleshy seeds in gymnosperms is important to understand the genetic basis of fleshiness in general. Questions such as the possible convergent evolution between fleshy seeds and fruits, or the evolution of fleshiness itself remain to be answered. Several MADS-box genes known to be involved in ovule development have been studied in gymnosperms with fleshy seeds such as Cycas, Ginkgo, Taxus and Gnetum [14,15,16,17]. The evolution of MADS-box genes has been thoroughly studied across land plants; specifically, AG, AGL6 and B-sister genes have been reported across seed plants [16, 18,19,20,21,22]. In angiosperms, genes such as AGAMOUS (AG) and SEPALLATA (SEP) are known to be involved in carpel and fruit development in angiosperms [23,24,25]. In the gymnosperms, such as Ginkgo and Taxus, AG-like homologs are known to be involved in the development of reproductive structures: ovules and pollen cones [15, 16, 19, 22]. SEP genes, on the other hand, do not seem to have direct homologs in gymnosperms, but its sister clade AGL6 does [21, 26]. The AGL6 homologs, GbMADS1 and GbMADS8, have been reported to be putatively involved in the development of the integument in Ginkgo as well as in the ovule and aril in Taxus baccata . However, no expression was found in the ovules of Gnetum gnemon [19, 26].
In addition there are two B-sister genes, also belonging to the large MADS-box transcription factor family [27,28,29], specific to Brassicaceae: TRANSPARENT TESTA 16 (TT16) and GORDITA (GOA), with pre-duplication genes identified in seed plants [20, 29]. B-sister genes are involved in the correct differentiation of ovule/seed but also in fruit development [28,29,30,31,32,33] and are also found expressed in the ovule of Ginkgo biloba . However, the putative function of B-sister genes in ovule development in gymnosperms seems to be more intricate since no expression is detected in Taxus baccata .
As AG, AGL6 and B-sister genes are known to be involved in ovule development in seed plants and have been found expressed in the fleshy tissues of some gymnosperms, the study of these genes in Ephedra species with different bract morphologies, dry or fleshy provides an excellent framework for a better understanding of the role these MADS-box genes may play in ovule development and ultimately, find out whether they are functionally conserved across seed plants.
The phylogenetic position of Gnetales is key to understanding the evolution of seed plants and is still a subject of debate. Its morphological traits places Gnetales as the sister group of angiosperms, which is not in agreement with the molecular data: moreover, an emerging consensus places them nested within Coniferales [34,35,36,37,38,39,40]. It should be noted that Ephedra is the only group of gymnosperms that includes small species with a relatively rapid transition to the reproductive stage, i.e., Ephedra monosperma is a small shrub, up to 20 cm long, with a pair of fleshy bracts surrounding the seed. In addition, Ephedra gerardiana has been reported to take about 4 months to produce viable seeds, from when the cones are first recognizable until germination, which is relatively fast for a gymnosperm . These characteristics make Ephedra attractive as a possible model species; however, the disadvantage is that it also has one of the largest genomes known among gymnosperms (i.e., 8.09–38.34 pg/1C) [2, 3, 42,43,44,45].
Here, we studied the different seed morphologies with a particular focus on the bracts of two species of Ephedra (Fig. 1) with the aim of: (i) detecting the genes involved in bract development; (ii) detect similarities and differences in gene expression; and (iii) generate fundamental molecular information for members of the genus with the greatest potential to become a model gymnosperm species. We used RNAseq, a methodology known for its efficiency in generating large-scale molecular information to address questions about non-model species  and a candidate gene approach. We present major morpho-anatomical and genetic differences found between the two seed morphologies studied here: Ephedra californica and Ephedra antisyphilitica (Fig. 1). Our results include the identification of differentially expressed (DE) genes in these two species (Fig. 1).
Transcriptome assembly statistics
This study focused on the genes specific to the ovule and surrounding structures (bracts). De novo reference transcriptomes of Ephedra californica and Ephedra antisyphilitica were generated from total RNA isolated from bracts, young ovulate cones, ovules without bracts, pollen cones and shoots.
The total RNA of the different tissues was sequenced separately to identify the genes expressed in the bracts characterized by different morphologies, dry for Ephedra californica and fleshy bracts for Ephedra antisyphilitica (Additional file 1: Figs. S1, S2). Using Trinity software, 64,263 transcripts were obtained for Ephedra californica and with an average GC content of 41.14% (Table 1). Based on read coverage, the E90N50 statistic was 1.4Kb (Additional file 1: Fig. S3), the reference transcriptome contained 84.9% of the conserved Embryophyte genes using BUSCO annotation (Additional file 1: Fig. S4). For Ephedra antisyphilitica, 59,002 transcripts were obtained, with an average GC content of 41.2% and with a maximum assembled contig length of 13,825 (Table 2). Based on read coverage, the E90N50 statistic was 1.4Kb (Additional file 1: Fig. S3) and the reference transcriptome contained 87.8% of the conserved Embryophyte genes using BUSCO annotation (Additional file 1: Fig. S4).
Using a PCA method and a hierarchical clustering dendrogram, an initial comparison among Ephedra californica samples of the ovule and the pollen cone tissues shows major differences in terms of gene expression levels (Fig. 2a; Additional file 1: Fig. S5). Subsequently, the hierarchical clustering shows that the bracts and the young ovulate cones share similar gene expression levels, forming a cluster; whereas shoot, ovule and the pollen cone show greater distances and form another cluster, stressing their differences in gene expression levels (Y-axis; Fig. 2b). With an UpSet plot, we have graphed the genes that co-occur or that are mutually exclusive in the different samples, similarly to what is shown with a Venn diagram but facilitating the visualization for a large number of sets as in our case . With the UpSet plot it is possible to observe that only three genes are shared between all the samples, corresponding to a 0.1% and that ovules and shoots have 172 genes in common, 3% (Fig. 2c). The three shared genes throughout the tissues of E. californica correspond to a Calmodulin-like protein which is a primary calcium sensor and in plants convert calcium signals into transcriptional responses regulating plant development and stress . And also, two 4-coumarate-CoA ligase like 1, an enzyme which, interestingly, in Arabidopsis is mostly restricted to the tapetum .
The analysis of Ephedra antisyphilitica shows a different pattern. In this species, the levels of gene expression in the ovule are largely different from the expression levels found in the pollen cone, shoot, young ovulate cone and bracts, which, together form one cluster (Y-axis; Fig. 2d,e). The UpSet plot for all the samples in E. antisyphilitica, shows that there are 10 genes in common between all the samples (Fig. 2f). Including several for which no annotation has been retrieved; an ATP phosphoribosyltransferase 2, chloroplastic which is involved in amino acid biosynthesis; and an E3 ubiquitin-protein ligase RFI2-like which in involved in seedling development like hypocotyl elongation, it also regulates genes involved in flowering transition all these roles are involved with a photoperiodic response .
Specific search for AGAMOUS, AGL6 and B-sister gene homologs
AG, B-sister and AGL6 genes belong to the well-known MADS-box transcription factor family, for which the evolution has been well studied in angiosperms . For this study, the maximum likelihood (ML) analyses presented here focused on gymnosperms. The phylogeny of the AG gene lineage was performed with 25 sequences, including 18 from gymnosperms and 7 from angiosperms; with no major duplication event identified in this gene lineage (Fig. 3). While no AG homolog was retrieved for Ephedra californica, one homolog was found in Ephedra antisyphilitica.
The AGL6 phylogenetic hypothesis includes 67 sequences, 55 from gymnosperms and 12 from angiosperms, with two major duplication events detected (Fig. 4). One specific to Brassicaceae giving rise to AGL6 and AGL13  and two duplication events that seems to have predated the diversification of gymnosperms . However, since the homologs of Ginkgo and Cycadales are only found in one clade it is difficult to trace exactly when the duplication occurred (Fig. 4). Finally, homologs of the two Ephedra species, EpanAGL6 and EcalAGL6, were retrieved.
ML analysis of B-sister genes was performed with 3 angiosperm sequences and 49 gymnosperm sequences (Fig. 5). This clade includes the Brassicaceae specific clades : GORDITA (GOA) and TT16 (also known as, Arabidopsis B sister, ABS). A thorough BLAST was performed looking for homologs in Ephedra, but only two copies were retrieved from E. antisyphilitica and none from E. californica (Fig. 5).
Differentially expressed genes in Ephedra californica and Ephedra antisyphilitica tissues
Identification of differentially expressed (DE) genes in the bracts of Ephedra species, that possibly play a significant role in their identity and their morphological differentiation, was carried out through transcriptome analyses in different plant tissues (i.e., bracts, young ovulate cones, ovules dissected, pollen cones and shoots), with three biological replicates (Additional file 1: Fig. S1). DE genes were filtered by statistical significance (FDR p ≤ 0.05), followed by a comparison of all tissues against bracts, since the focus is on the development of the bracts. Subsequently, to reveal the genes with a larger change and to identify genes with major differences in the expression, a fold change threshold was added (log2FC ≤ − 2 and ≥ 2), detecting 407 DE genes in the bracts of Ephedra californica and 524 DE genes in the bracts of Ephedra antisyphilitica (Figs. 6a, 7a).
DE in the dry bracts of Ephedra californica
To assign homology, all DE genes were subjected to a gene ontology (GO) enrichment analysis using Blast2GO (www.blast2go.com/). Many genes that have a large impact on development, encode transcription factors, proteins involved in signaling, and cell division. Hence, we mainly looked for genes falling under those categories, according to the GO and we found that in Ephedra californica, there are 23 DE genes and the differential expression of each of them within tissues was also compared (Fig. 6b; Additional file 2: Table S1). Of these coding regions, compared to other tissues, seven are found to be largely upregulated in the bracts (Additional file 2: Table S1). These up-regulated genes include: two LRR receptor-like serine/threonine-protein kinase, one like GSO1 (similar to At4g20140) and the other similar to At1g51860 in Arabidopsis; a leucine-rich repeat receptor-like kinase (similar to At1g35710 in Arabidopsis); one ETHYLENE RESPONSIVE TRANSCRIPTION FACTOR (ERF, similar to At2g40220); one intracellular ribonuclease LX-like; a non-specific lipid transfer protein AKCS9; and a Gag-Pol polyprotein. In addition, compared to all the other tissues, in the integument there are 16 downregulated genes. Among the DE genes, there are three histones (H2B, H3.2, H4) and three putative MYB-related proteins (one Zm38-like and two 308-like; Additional file 2: Table S1).
To identify genes involved in the early development of the bracts, a comparison was made among the genes differentially expressed in the ‘young ovulate cone’ sample, including young ovules and early developing bracts, and the sample named ‘bracts’ which corresponds to a later stage in development when the bracts cover the entire longitude of the seed (older bracts). In Ephedra californica 26 genes were found in both tissues (Fig. 6c). Among the shared genes found, there are nine uncharacterized sugar transport proteins, abscisic acid hydrolases; these genes are downregulated in the young cone and upregulated in the bracts (Fig. 6c). The AGL6 homolog and another MADS-box gene likely to be an AGL18 homolog (Additional file 3: Table S2), is upregulated in the young cone and downregulated in the bracts (Fig. 6c).
DE in the fleshy bracts of Ephedra antisyphilitica
Similarly, in Ephedra antisyphilitica, all 524 DE genes were annotated to identify gene ontologies (GO) using Blast2GO (www.blast2go.com/). Focusing on identifying genes that mainly encode transcription factors, proteins involved in signaling, and cell division according to the GO categories, 34 were detected (Additional file 4: Table S3). From which, 10 are upregulated, which include six putative members of the DREB subfamily within the large ethylene-responsive transcriptome factor family (five similar to ERF017, At1g19210; and one similar to At2g40220); one putative serine/threonine-protein kinase; one TCP2-like; one WW domain-binding protein 11-like and one unknown (Fig. 7b; Additional file 4: Table S3).
The shared between the ‘young ovulate cones’ sample and the ‘bracts’ sample may allow the identification of genes involved in bract development from early stages (Fig. 7c). Among these, there are sequences of unknown function, and ethylene-responsive transcription factors, R2R3-MYB-like genes, and a TT16 MADS-box transcription factor (Additional file 5: Table S4).
The main interest of this study is to determine the genetic differences involved in the development of two bract morphologies, dry membranous bracts in Ephedra californica and fleshy bracts in Ephedra antisyphilitica [4, 5]. It should be noted that in addition to exhibiting notable differences from other seed plants, Ephedra lacks transcriptomic and genomic data that are mostly available for angiosperms. Therefore, to draw a conclusion on the subject, it is necessary to perform further expression analyses and functional characterization of the genes detected here.
Major differences between seed developmental stages detected by overall comparisons of gene expression level
To better visualize the changes that occurred in gene expression levels as the seed matures, and to filter the large datasets obtained for the two Ephedra species, we used a PCA analysis and the hierarchical clustering dendrogram, which revealed a clear difference in the gene expression levels in the ovule at an early stage of development and that of the mature ovule in both species [53, 54] (Fig. 2).
The young ovulate cone, on the other hand, has bracts in an early developing stage and young ovules, which would explain the similarities between the genes expressed in the bracts and in the young ovulate cones. This could suggest that the bract regulatory network is maintained throughout its development (Fig. 2b, d). Interestingly, in E. antisyphilitica, the regulatory network in the ovule appears to be completely different from that shown in bracts and young ovulate cones, which seem to share similarities in the gene expression levels with the shoots and pollen cones (Fig. 2c, d).
Candidate genes for fleshy-seed development: AGAMOUS, AGL6 and B-sister genes, in Ephedra species
MADS-box genes have been broadly studied and their functions range from root development to floral transition, to specification of floral organ specification to fruit development [18, 24, 51, 55,56,57]. Of particular interest are the MADS-box genes: AGAMOUS, AGL6 and B-sister genes, which were initially characterized for their role in the development of carpel and reproductive structures in gymnosperms and are also known for their role in ovule development in seed plants [14, 20, 21, 26, 28, 29, 58]. Several studies have assessed the expression of AG homologs in gymnosperms, focusing mainly on the species that develop fleshy seeds. In Cycas, AG is expressed in the outer layers of the integument (sarcotesta; ). In Ginkgo and Taxus, AG homologs are expressed throughout the ovule and seed including the aril . In Gnetum, the AG homolog, GGM3, is found expressed throughout the strobilus, including the ovule, envelopes (integument and bracts), and pollen cones . For this study, an extensive BLAST search was performed in the generated Ephedra transcriptomes, revealing homologs for E. antisyphilitica. However, no AG homolog was retrieved for Ephedra californica (Fig. 3).
AGL6 is the sister clade of SEPALLATA (SEP), and unlike the SEP genes, AGL6 has homologs across seed plants, which are expressed in the reproductive structures [21, 26]. In Ginkgo and Taxus, the expression of AGL6 is in the entire ovule, including the fleshy structures . However, in Gnetum the same expression patterns are not found, where homologs are expressed in the pollen strobili (cones) and the nucellus [19, 26]. Our phylogenetic analyses of AGL6 in gymnosperms have shown a previously identified gymnosperm-specific duplication event  (Fig. 4). It is complex to trace exactly when this duplication occurred because a single clade contains representative sequences of Ginkgo, Cycads and Ephedra. However, a gene duplication event may involve a diversification of the function of these genes [59,60,61]; which makes it necessary to continue studies on these homologs of gymnosperms.
In angiosperms, the B-sister genes have been shown to be involved in the development of the seed coat, but the two paralogs of Arabidopsis TT16 and GOA, have different functions [28, 32, 33, 62, 63]. Whereas TT16 functions in the endothelium (the inner layer of the seed coat), GOA functions in the outer layer of the seed coat following a neo-functionalization event [20, 32]. In addition, these genes are involved in the expansion of fruit cells [32, 64]. Expression studies in gymnosperms show differences between species. In Ginkgo, for instance, the TT16 homolog is expressed throughout ovule development and a role in seed ripening has been suggested. However, it does not seem to be involved in the development of the fleshy aril of Taxus  nor in the fleshy seed of Gnetum. The Gnetum homologs, GGM2 and GGM15, are found expressed in the pollen strobili . It is important to highlight that the integument, seed coat, is fleshy in Ginkgo, whereas in Taxus and Gnetum the aril and envelopes, respectively, which are additional structures covering the seed, are fleshy [65,66,67,68]. This suggests that TT16 function is in the development of the ovule itself rather than in the fleshy characteristic. To better understand the role of these genes during the development of the reproductive organ but also to determine their involvement in the fleshy characteristic of these seeds, functional studies would be necessary.
Interestingly, we did not find homologs of AG and TT16 in Ephedra californica, species with dry seeds. Several factors could explain the absence of these genes in Ephedra californica: (1) the expression levels are very low and therefore, more in-depth sequencing would be required to detect it; (2) that AG and B-sister are expressed in tissues or organs different to those from which transcriptomes were generated; and (3) that there is a true gene loss, which is difficult to assess, until more genomes become available (Figs. 3, 5).
Key differences in gene regulation between vegetative (shoot) and reproductive tissues, including bracts, in Ephedra californica
In Ephedra, the leaves are extremely reduced and the shoot is therefore the main photosynthetic organ of the plant [4, 5, 65, 69]. In spite of that, heatmaps analyses in Ephedra californica, show significant differences in gene expression levels between the shoot and the other tissues (Fig. 6).
In terms of DE genes, several histone homologs are strongly up-regulated in the bracts compared to the shoot, such as histones H2B and H3 (Fig. 6b). These histones, like others, are involved in chromatin structure of eukaryotic cells and are susceptible to post-transcriptional regulation [67,68,69, 102, 103]. Histone H4, which is important to give structure to the DNA by forming a heterotetramer with H3, is curiously downregulated . H4 is a canonical histone expressed during synthesis (S) phase of the cell cycle. H2A, H2B and H3, on the other hand, are expressed during all the phases of the cell cycle, suggesting that the bract cells were not in active cell division at the time of collection [71, 72]. In addition, seed development in Arabidopsis is a coordinated process that requires crosstalk between the endosperm (nutritive tissue) and the seed coat; the epigenetic regulation of seed coat development plays a key role in this process (reviewed in Refs. [73, 104]). For example, the proteins of the Polycomb Group (PcG) are involved in seed coat development and arrest until fertilization, in a dosage-sensitive manner . The Polycomb Repressive Complex 2 (PRC2) represses target loci by the deposition of trimethyl groups on lysine 27 of histone H3 [75,76,77]. It is interesting that several histones are upregulated in reproductive tissues of Ephedra californica, a species with relatively rapid development cycle for a gymnosperm, taking only a few months for the seed to fully develop, suggesting that PcG play a role in seed development timing in Ephedra . Further studies using different techniques on Ephedra are still required to better understand how the seeds develop in this group of plants.
Furthermore, several MYB-related proteins 308-like are also upregulated in the bract compared to the shoot. These proteins are known in Antirrhinum majus to repress Phenylpropanoid and lignin biosynthesis  (Fig. 6b). Thus, downregulation of MYB-related proteins 308-like in the shoot, is most likely responsible for its strong lignification. Of particular interest are the proteins that are upregulated in the bracts compared to the other tissues (blue cluster; Fig. 6b). There are several serine/threonine-protein kinases that are upregulated, including some putative LRR-receptor-like, GS01 and GS02, which together are required during the development of the epidermal surface in embryos and cotyledons . To make a better assessment of their putative function in distantly related species like Ephedra, it is essential to have more information on these proteins outside model species.
AGL6-like and other MADS-box transcription factors among the 26 genes putatively expressed throughout dry bract development
In this study, we identified genes likely involved in bract development from early developmental stages, genes shared by young ovulate cones (including early stages of the bracts) and adult bracts were identified (Fig. 6c). Among the genes found, some structural genes have been identified here such as 60S ribosomal proteins L8 and L12, proteins involved in catabolic processes such as RRP6-Like 3 (https://www.uniprot.org/uniprot/A9LLI8); one AGL6-like homolog, and another putative MADS-box gene, suggesting that MADS-box genes play a key role in bract development (Additional file 2: Table S1).
Several proteins containing an AP2-domain putatively involved in fleshy bract development of Ephedra antisyphilitica
Among the 597 differentially expressed genes, there are several differences in the level of gene regulation among tissues, which is evident in the heat map (Fig. 7). Only in the bracts of Ephedra antisyphilitica there are important upregulated genes (blue clusters, Fig. 7b). Dehydration-responsive element-binding protein 2 (DREB2), is a protein containing an AP2-domain as it is part of the DREB subfamily within the large APETALA2/ethylene-responsive element-binding protein . Members of the DREB family are induced by abiotic and biotic stresses. Specifically, DREB2, which is highly upregulated in bracts, seems to be involved in improving tolerance and yield in cases of water limitation, in rice, for instance, this leads to a higher number of inflorescences . This characteristic is key for a species that grows under very extreme conditions, in desert areas but also because the gene is upregulated in the bracts that protect the seed and will eventually become fleshy.
Other ERFs are also strongly upregulated in bracts, including ERF024 and several putative ERF017 homologs. It has been suggested that ERF024 and ERF017 proteins are involved in fruit ripening, as they have been identified in tomato, melon, and peach fruits at the time of maturation, using different genomic techniques [82,83,84]. Little is known about the function of these proteins, and their role in tissue ripening needs to be further explored, but it is likely that this function is conserved in several seed plant lineages as we have identified them upregulated only in the bracts of Ephedra antisyphilitica that become fleshy as the seed matures. Additionally, a putative TCP2 homolog, a gene known in Arabidopsis for its role in the negative regulation of boundary-specific genes such as CUC  is upregulated (Fig. 7b). TCP2 genes are also involved in development of the ovule . To better understand the specific role that this gene may be playing in bract development in Ephedra antisyphilitica further studies are needed.
Among the genes shared by the young ovulate cone and the bracts, likely to play a role throughout Ephedra antisyphilitica bract development, several ERF genes have been detected, as well as members of the R2R3-MYB gene family, widely known for their control of plant secondary metabolism  (Additional file 4: Table S3).
Differentially expressed genes in bracts with different morphologies, dry and fleshy
Through this study it was possible to identify 407 DE genes in the bracts of Ephedra californica (Fig. 6a) and 524 DE genes in the bracts of Ephedra antisyphilitica (Fig. 7a). While several different genes seem to be involved in the development of the dry bract in Ephedra californica, strikingly, several members of the APETALA2/ERF transcription factor family appear to be involved in the development of the fleshy bract of E. antisyphilitica (Fig. 7). It is important to highlight that many genes putatively playing a key role in the development of the bracts of the two species have not been annotated (Additional file 2: Table S1, Additional file 4: Table S3), which means that they have no similarities or detectable homologs in other lineages [88, 89]. Two factors could explain this, on the one hand, it could be due to the limited number of genomes currently available for gymnosperms and on the other hand that, these genes could be species specific, or taxonomically restricted genes [90,91,92]. Taxonomically restricted genes are important for the development of specific novelties, generating morphological diversity . Thus, further studies to properly annotate these ‘orphan genes’ are important to understand the unique bract development in Ephedra.
The additional seed-covering structures (bracts) in Ephedra have been a subject of interest to plant developmental biologists for their ecological and functional importance. The transcriptomes that we present here generate fundamental molecular information for the development of new model species . Furthermore, the outcomes of this study provide a solid framework for future research aimed at improving our understanding of the genetic network underlying the development of seed structures, relevant to seed viability, endurance and survival:
It is likely that the ovule developmental function of MADS-box genes, AGL6, AG and TT16, is conserved across seed plants, and that is why their expression is detected in some gymnosperms with fleshy seeds. However, the availability of functional studies in gymnosperms are necessary to determine if they are involved in the fleshy characteristic.
Without functional studies, it is difficult to pinpoint exactly which genes are responsible for the fleshy and dry seed phenotypes. However, here we detected that there are major genetic differences between the two seed morphologies: fleshy and dry, among Ephedra species. The fleshy seeds of Ephedra antisyphilitica, for instance, have several ERF genes upregulated, which have been associated with fruit ripening.
Our results show that the bracts, the additional structures covering the seed of Ephedra, do not have genetic similarities with integuments, thus supporting the hypothesis that there is only one integument in Gnetales, in contrast to what has been suggested that Ephedra and other Gnetales have more than one integument.
To better assess the function of the genes detected in this study, expression analyses are still necessary. In addition, due to the lack of functional methodologies, in situ hybridization experiments remain the technique to determine when and where these genes function.
Collection of plant material for RNAseq, total-RNA extraction for Ephedra spp. and Illumina sequencing
The species studied here were collected in the field. Ephedra californica ovules and shoots were collected in RNA-later at the Rancho Santa Ana Botanical Garden (RSABG; collection number: 7842). Additional samples (biological replicates) of shoots, ovules and pollen cones, were collected in the field (voucher: United States, California, Whitewater, Whitewater Canyon Rd, on the road to the entrance to the preserve No. 15–17. February 2018, Zumajo-Cardona C. and Mayer R, NYBG). Ephedra antisyphilitica shoots, ovules and pollen cones were collected in liquid nitrogen in the field (voucher: United States, Texas, Palo Pinto Mountains State Park No 18–21. Zumajo-Cardona C., Vasco A., Bordelon A., and O’Kennon B, NYBG). A total of five different samples for each Ephedra species were processed for sequencing with three biological replicates each, and dissected into bracts, young ovule cones, ovules, pollen cones and shoots as the leaves are inconspicuous (total of 15 samples sequenced per species; Additional file 1: Fig. S1). The experiment was conducted to compare the different parts of the plant, to identify their differences, with special focus on the bracts surrounding the ovule. Tissue was ground in liquid nitrogen and total RNA was extracted using PureLink Plant RNA Kit with Plant isolation aid (ThermoFisher Scientific). The quality of the total RNA was assessed using a Qubit 2.0 (ThermoFisher Scientific) and an Agilent Technologies 2100 Bioanalyzer. High-quality total RNA was used for preparing transcriptome libraries (ratio A260/A280 ≈ 2 and RIN ≥ 8). RNA-Seq libraries were prepared using NEBNext Poly(A) mRNA Magnetic Isolation Module Library Prep Kit (New England Biolabs) and the resulting libraries were paired-end (PE) sequenced (2 × 150 bp) using an Illumina HiSeq2000. The average sequencing depth for each sample was 40 million reads (Additional file 1: Fig. S2).
De novo transcriptome assembly and gene annotation in Ephedra
The quality of raw reads was assessed using FastQC (Additional file 1: Fig. S1). Sequence adapters and low-quality reads (Phred score < 5) were removed using Trimmomatic (V 0.36) with all the default parameters . Reads were assembled using Trinity pipeline (V 2.8.4; ). A reference transcriptome was assembled using all contigs with length ≥ 200 nucleotides from all RNA samples. The quality of the transcriptome assembly was assessed based on the calculated E90N50 contig length. The reference transcriptome was annotated using DIAMOND . Contigs were searched against bacterial and fungal databases, mainly associated with soil and plants, sequence databases compiled from UniProt (uniport.org) to identify possible contaminants. Sequences with an identity ≥ 50% were removed from the reference transcriptome (Ephedra californica N = 3405; E. antisyphilitica N = 3229). Transcriptome quality was assessed with contig length and BUSCO annotation and the resulting assembly was used for the following steps. The long open reading frames (ORF) were predicted using TransDecoder (v 3.0.0) software. For gene annotation, Ephedra contigs were searched against several land plant protein coding sequence databases (Amborella trichopoda: AMTR1.0 13333, Arabidopsis thaliana: TAIR10 3702, Capsicum annuum: ASM51225v2, Ginkgo biloba: NCBI:txid3311, Gnetum montanum: NCBI:txid3381, Oryza sativa: IRGSP-1.0, Picea abies: NCBI:txid3329, Selaginella moellendorffii: V1.0 88036, Vitis vinifera: 12X 29760; available through Ensembl and PLAZA for gymnosperms; Additional file 1: Fig. S1).
Construction of phylogenetic trees of candidate genes putatively involved in development of fleshy tissues
AGAMOUS, AGL6 and B-sister (TT16 and GORDITA, GOA) sequences from Arabidopsis were used to perform the initial BLAST search (AG = At4g18960; AGL6 = At2g45650; AGL13 = At3g61120; TT16 = At5g23260 and GOA = At1g31140). The search was focused on the gymnosperms from the OneKP database (https://db.cngb.org/onekp/) and the Ephedra transcriptomes generated here (these sequences will be deposited in NCBI GenBank). The sequences were compiled and kept in the open reading frame using AliView . The nucleotide sequences were aligned with MAFFT using a gap penalty of 3.0, an offset value of 0.5 (https://mafft.cbrc.jp/alignment/software/; ). To determine the nucleotide substitution model that best fits these gene lineages we used jModelTest 2 , which identified the GTRGAMMA model as the best-fit model for all our datasets. Maximum likelihood (ML) phylogenetic analyses using the nucleotide sequences were performed using RaxML-HPC2 BlackBox  available on the CIPRES Science Gateway portal . Bootstrapping was performed according to the default criteria in RaxML where the boot-strapping stopped after 200–600 replicates. The resulting tree was finally observed and edited using FigTree v1.4.2 (http://tree.bio.ed.ac.uk/software/). The outgroups used for the AGL6/ AGL13 phylogeny were closely related genes from Arabidopsis (FRUITFULL = At5g60910; APETALA1 = AT1G69120 and CAULIFLOWER = At1g26310). For AG, the outgroup used was an Algae, Chara globularis, MADS-box sequence (CgMADS1 = AB035567.1) and AGL6, AGL13 from Arabidopsis. The outgroup used for the B-sister phylogeny is the Arabidopsis AG homolog.
Transcriptome abundance (RSEM) and expression level analyses (EB- Seq)
Sequenced reads from the different plant tissues were aligned to the reference transcriptome using Bowtie2  and RSEM (RNA-Seq by Expectation Maximization) was used to obtain estimates of transcript abundance for all transcripts . The resulting expression levels are calculated in terms of Transcripts Per Million (TPM).
A principal component analysis (PCA), with normalized TMP values, was used as it preserves the global data structure by forming well-separated clusters, allowing to detect major differences between samples, but it can fail to preserve the similarities within the clusters. Thus, in addition, a hierarchical clustering analysis using a complete linkage method, provided a dendrogram showing the relation between samples according to the levels of gene expression. These analyses were executed in Python3 using the libraries: pandas, sklearn and scipy. UpSet plot was used to represent shared and unique number of genes in each sample, as with a large number of sets (> 3) it allows a better visualization than a Venn diagram . This was implemented using UpSet plot and matplotlib libraries in Python3.
Differential gene expression levels were assessed with EBSeq, using median normalized data. Genes were considered to be statistically significant differentially expressed with a TPM ≥ 0.95 for at least one single tissue. Fold change (log2FC) was calculated for bracts in relation to the other tissues, and only genes with a large change were kept (log2FC ≤ − 2 and ≥ 2) and with an FDR p ≤ 0.05 (fold discovery rate). The differentially expressed genes were further analyzed with Blast2Go (v 5.2.5) to identify the corresponding Gene Ontology (GO) terms. Results were plotted using different Python libraries (i.e., Matplotlib, Seaborn; Additional file 1: Fig. S1).
Availability of data and materials
All supporting data are available in the Additional files. Newly identified sequences are available through NCBI. Any additional data can be requested to the corresponding author.
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Special thanks to Dr. Rachel Mayer (University of California Santa Cruz) and Dr. Alejandra Vasco (Botanical Research Institute of Texas, BRIT), for their incredible help and assistance to CZ-C during the field trips and Ephedra plant material collection. Also, to the Rancho Santa Ana Botanical Garden (RSABG) for allowing access and ability to collect from their Ephedra californica plants. This work was performed making use of computing time, software and consulting services provided by the National Center for Genome Analysis Support (NCGAS) from Indiana University. This research is based upon work supported by the National Science Foundation under Grant Nos. DBI-1062432 2011, ABI-1458641 2015, and ABI-1759906 2018 to Indiana University. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the authors and do not necessarily reflect the views of the National Science Foundation, the National Center for Genome Analysis Support, or Indiana University.
This research was funded by the Eppley Foundation for Research, Inc. to BAA.
Ethics approval and consent to participate
Plant material used in this study was collected in the field under the collection permits granted to Dr. Rachel Meyer (University of California Santa Cruz) for Ephedra californica (Voucher No. 15–17. February 2018, Zumajo-Cardona C. and Mayer R, NYBG) and to Dr. Alejandra Vasco (Botanical Research Institute of Texas) for Ephedra antisyphilitica (Voucher No. 18–21. Zumajo-Cardona C., Vasco A., Bordelon A., and O’Kennon B, NYBG).
The authors declare that they have no competing interests.
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Ephedra pipeline. a Ephedra californica ovules and pollen cone. b Ephedra antisyphilitica ovules and pollen cone. c Bioinformatics pipeline used for the transcriptome data, divided into three main steps. Fig. S2. Total number of reads obtained in a Ephedra californica b Ephedra antisyphilitica. Fig. S3. E90N50 Statistics for a Ephedra californica and b) Ephedra antisyphilitica. Fig. S4. BUSCO analysis against the Embryophyta database in a Ephedra californica and b Ephedra antisyphilitica. More than 80% of the transcriptomes are completed for both species. Fig. S5. PCA analyses using all replicates. Ephedra californica at the top and Ephedra antisyphilitica at the bottom.
List of transcription factors up- and downregulated in Ephedra californica.
List of DE genes shared between the young ovules and bracts of Ephedra californica.
List of transcription factors up- and downregulated in Ephedra antisyphilitica.
List of DE genes shared between the young ovules and bracts of Ephedra antisyphilitica.
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Zumajo-Cardona, C., Ambrose, B.A. Fleshy or dry: transcriptome analyses reveal the genetic mechanisms underlying bract development in Ephedra. EvoDevo 13, 10 (2022). https://doi.org/10.1186/s13227-022-00195-4
- Convergent evolution
- Model organisms
- Seed development