Transcriptome response of phloem fibers and xylem part: tissue factor
We performed transcriptome profiling of 12 samples in 4 biological replicates, each containing portions from five flax plants. The samples included the phloem fibers (f) and xylem tissues (x) collected from the pulling and opposite sides of the inclined stems at 1 hour and 8 hours after gravistimulation, as well as the control (non-inclined plants) sampled at the same time points (Fig. 1). A total of about 1.2 billion paired-end reads with a Q30 quality score of more than 92% were obtained. The average mapping rate to the flax genome was 96.5%. Principal component analysis indicated both good reproducibility between biological replicates (mean r > 0.95 ± 0.027). In the space of the first component (PC1 = 82%), transcriptome profiles were divided into 2 large groups corresponding to xylem and phloem localization of samples, whereas within the PC2 component (PC2 = 9%), each group was divided into three pools mainly corresponding to control samples, 1 h and 8 h samples (Fig. 2a). We compared the transcriptome profiles considering three main factors: different tissues, time course, and stem side (pulling or opposite).
The number of expressed genes (TGR ≥ 16 in at least one sample) in both fiber and xylem was 29806 and 29408 genes, respectively. The construction of a Venn diagram showed that of the 30980 expressed genes, 28286 genes were shared, while 1520 genes were specific to fiber samples (i.e., had TGR values ≥ 16 in at least one fiber sample and TGR˂16 in all xylem samples, Table S1) and 1122 genes were specific to xylem (Fig. 2b). Among the genes designated as xylem-specific, the highest expression levels were observed for players related to xylem cell differentiation processes and deposition of SCW, such as XCP2 (Lus10013204), TED6, 7 (Lus10028626 and Lus10018925), IRX9 (Lus10026487), and others, confirming the physiological relevance of the obtained transcriptomic data (Table S1).
We mainly considered differential gene expression and presented the results, comparing the tissues from gravistimulated plants to their own controls (Fig. 2c). This approach permits us to reveal the major molecular players in graviresponse and to minimize the effects of circadian rhythms and possible external factors on the effects of gravistimulation as such. In total, out of 30928 expressed genes (TGR ≥ 16), 7403 unigenes were differentially expressed relative to the corresponding control (log2FC≥|1|, padj ≤ 0.01) (Fig. 2d).
Genes that were differentially expressed in xylem samples (xGRAVI) were grouped in cluster 7, while those differentially expressed in phloem fiber samples (fGRAVI) were in cluster 10 (Fig. 2d). Genes from cluster 7 mainly encode protein kinases, chaperons, and microtubule-related proteins (Fig. 3). The group of genes for chaperones was overwhelmed by genes for small heat shock proteins from the HSP20 family. These genes were also highly upregulated in fGRAVI, but the fold change was considerably lower. The most numerous group of genes from cluster 7 encodes various kinases; around half of which (25 genes) encode leucine-rich repeat receptor-like kinases (LRR-RLKs) (Table S1).
Cluster 7 also included the upregulated genes for different auxin transporters, both for influx (LAX2; Lus10034488, and Lus10025057), efflux (PIN1; Lus10042004; ABCB19; Lus10030674), and intracellular auxin accumulation at the endoplasmic reticulum (PILS7, PIN-LIKES 7; Lus10016688) (Table S1). Among other hormone-related genes, Lus10002547, encoding lipoxygenase that may be involved in jasmonic acid (JA) biosynthesis, was the most noticeable (Fig. 3).
The list of genes from cluster 10 that were upregulated in all phloem fiber samples of gravistimilated plants (fGRAVI/CTR padj ≤ 0.05) was not extended and included only 5 genes with TGR > 100 (Table S1). Lus10009351 for the transcriptional regulator, the homologue of which in Arabidopsis specifically binds DNA sequence 5'-AGAAnnTTCT-3' known as heat shock promoter elements (Uniprot), and Lus10034316 for the ethylene response factor (ERF118) were among them. In general, the statistically significant upregulation of gene expression in a given tissue through all GRAVI samples was rather rare, especially in phloem fiber samples.
Transcriptome response of phloem fibers and xylem part: time factor
Cluster 1 contains the genes whose products could be associated with a relatively early response: they were upregulated, as compared to control, both in phloem fibers and xylem tissues, but only 1 hour after plant inclination (Fig. 4). The highest fold change in expression values was observed for Lus10011905 encoding WUS-interacting protein 2 (WSIP2, other name TOPLESS-RELATED 4, TPR4). It was upregulated from nothing in CTR to quite substantial levels in 1 hour GRAVI samples; later, TGR values in GRAVI samples went down and, at the same time, increased in control plants 8 hours after gravistimulation to similar values as in 1 hour gravistimulated plants (Fig. 4c, Table S1).
In cluster 1, the genes for various chaperones were among the most numerous categories (Fig. 4c, Table S1). Several genes for HSP70, key chaperones that facilitate folding of de novo synthesized proteins, for HSP101 and HSP90.1, for chloroplastic HSP21, peroxisomal HSP20-like, and mitochondrion-localized HSP23.6 had the highest fold change of upregulation (Fig. 4c, Table S1). Besides, genes for calreticulins and calnexins were considerably upregulated in all GRAVI samples 1 hour after stem inclination, as were Lus10010133 and Lus10012648 for molecular chaperone regulator 6 from the BAG (B cell lymphorma 2-associated athanogene) family (Table S1).
The notable gene set encoding the chloroplast-localized enzymes that synthesize branched-chain amino acids (BCAAs, i.e., leucine, isoleucine, and valine) was revealed in cluster 1. These genes were significantly upregulated 1 hour after inclination and reached the TGR values of many thousands in the samples of gravistimulated plants: Lus10032040, Lus10035207, and Lus10016751, all encoding acetohydroxy acid synthase responsible for the first step of the BCAA biosynthesis from pyruvate; Lus10011918 and Lus10022849, both for ketol-acid reductoisomerase; Lus10043132 and Lus10033370, both for dihydroxy-acid dehydratase; and Lus10011604 for branched-chain aminotransferase 3 (Fig. S1, Table S1). Lus10003316 and Lus10003317, encoding threonine synthase 1, which is involved in the formation of 2-oxobutanoate, another precursor of isoleucine, were also highly upregulated (Table S1).
Cluster 1 also contained genes for transcription factors, e.g., C2H2 (Lus10004840), HY5 (Lus10002900, light response), ERF023 (Lus10005967), GATA (Lus10029863 and Lus10020684), bHLH (Lus10000484), and MYB55 (Lus10038022) (Table S1), as well as genes for proteins involved in various signaling pathways, including Lus10039672 and Lus10027171 encoding glutamate receptor-like proteins (GLRs). Similar expression patterns were revealed for Lus10039315 and Lus10040276 for receptor-like kinases with lectin domains, Lus10008885 for ralf-like 32 signaling peptide, the same as Lus10034592, encoding multiprotein bridging factor 1c (MBF1c) that stimulates transcriptional activity by bridging regulatory proteins and TATA-box binding factor, and Lus10006140 for chloroplastic “pseudoprotease” called ethylene-dependent gravitropism-deficient and yellow-green-like 3 (EGY3), which mediates ROS homeostasis and promotes retrograde signaling in response to stress.
Eight hours after inclination (cluster 8), the overwhelming pathways activated both in xylem tissues and in phloem fibers were those involving various kinases (Fig. 5, Table S1). Together with that, genes for several transcription factors were at the top of the upregulated gene list, for example, bZIP18 (Lus10030531) and LBD12 (lateral organ boundaries (LOB) domain family protein, Lus10017431). Also, genes for several HXXXD-type acyl-transferases were activated in both samples (Fig. 5c); their exact substrates are unknown.
Reaction of phloem fibers on the gravistimulation: stem side-factor
To analyze the differences between the gravistimulated plant tissues located at the pulling and opposite stem sides, we analyzed the fold changes of TGR values for corresponding samples. The number of genes with statistically significant differences between xPUL and xOPP 1 hour after stem inclination was minimal and raised considerably after 8 hours (Fig. 6). In phloem fiber samples collected from the opposing stem sides, the differences in gene expression levels were already well pronounced 1 hour after stem inclination.
Out of 95 genes upregulated more than twofold in fPUL1 as compared to fOPP1 (log2(fPUL1/fOPP1) ≥ 1, padj ≤ 0.01, TGR ≥ 100 in fPUL1), at least 20% were the genes for various chloroplastic proteins. These included genes for several members of the chlorophyll A-B binding family, like Lus10006621 for early light-induced protein 1 (ELIP1) and Lus10039379 for ELIP2 (Fig. 7a), as well as Lus10025676 for nonphotochemical quenching 4 (NPQ4), Lus10033499 and Lus10020878 for cryptochrome 3, etc. (Table S2). Some of the mentioned genes were also activated in xylem tissues (Fig. 7a).
The groups of genes for transcription factors as well as for cell wall-related proteins were upregulated more than twofold in fPUL1 as compared to fOPP1 (padj ≤ 0.01). Four of the transcription factors belonged to the TALE family, including BHL2 (Lus10016790, Fig. 7a), two to the bZIP family (Lus10002900 and Lus10002028), and the others to the C2H2, Dof, and AP2 families (Table S2). The list of activated genes for cell wall-related proteins included Lus10007975, Lus10035540, and Lus10027753 for the isoforms of RG-I rhamnosyltransferases (RRT, Wachananawat et al. 2020) and, to a lesser extent, Lus10011175 and Lus10015438 for RG-I:galaturonosyltransferase (RGGAT1, Amos et al. 2022) (Table S1). Besides, Lus10029245 and Lus10007296 for the cellulose synthases LusCESA8, Lus10031972 and Lus10035131 for COBRA-like 4 (COBL4), considered as the cofactors of cellulose synthesis, and Lus10002979 for FASCICLIN-like arabinogalactan-protein 12 (FLA12) were upregulated in fPUL1 (Table S2). The above proteins are known to participate in TCW formation in flax phloem fibers (Gorshkova et al. 2023).
Data for differential expression of various hormone-related genes between GRAVI samples and corresponding controls are summarized as violin plots (Tang et al. 2023) in Fig. 8 (ethylene, jasmonic acid, and auxin), Fig. S2, and Table S3 (gibberellins, brassinosteroids, cytokinins, and abscisic acid). Hormone-related genes were poorly represented among those upregulated in fPUL1 (log2FC ≥ 1, padj ≤ 0.01) as compared to fOPP1. Among those, Lus10011260 encoding transport inhibitor response 1 (TIR1), known as the auxin receptor, was the only auxin-related gene (Table S2).
In fOPP1, a very notable upregulation of hormone-related genes occurred. Specific activation of transcription in fOPP1 was observed for Lus10011565 and Lus10039647 encoding synthase ACS8, which catalyzes the synthesis of 1-aminocyclopropane-1-carboxylate (ACC), a direct precursor of ethylene (Fig. 7b). The difference in TGR values between fOPP1 and fPUL1 accounted for many hundredfold. Expression of Lus10001108 and Lus10027586 encoding ACC-oxidase (ACO, designated as 2OG Fe(II) oxygenase), the enzyme for the second step of ethylene biosynthesis, was also increased in fOPP1, the same as Lus10042557 for ERF1 (Table S2). ERF1 acts downstream of EIN3 (ethylene-insensitive3), which can be regulated by the EIN3-binding F-box protein EBF1_2; the corresponding flax gene, Lus10002165, was upregulated in fOPP1 (Table S2). Thus, there is a clear specificity in ethylene metabolism and signaling in fibers from the opposite stem side at an early stage of graviresponse, while in xylem tissues, significant differences in expression of genes for ethylene biosynthesis were not observed (Fig. 7b). Several genes for negative regulators of auxin signaling from the AUX/IAA family, Lus10039488 encoding IAA4, Lus10039413 for IAA3 (SHY2), and Lus10039487 for IAA14 were upregulated in fOPP1 (Fig. 8; Table S2).
To summarize the changes in the transcription of different hormone-related genes 1 h after stem inclination, the most pronounced ones were the sharp asymmetric upregulation of ethylene-related genes in phloem fibers of the opposite stem side and the activation of JA-related genes common for all GRAVI samples. At the same time, the transcription of some auxin-related genes was activated at the early stage of graviresponse; however, the fold-changes were rather moderate, as were the expression levels (Fig. 8, Table S3).
Other genes highly upregulated in fOPP1 included Lus10017061 (PP2C.D2) and Lus10015047 (PP2C.D4) for protein phosphatases 2C (Fig. 7b, Table S2). PP2C.D2 interacts with SAUR19, dephosphorylates, and represses plasma membrane H+-ATPases, negatively influencing plant growth (Ren et al. 2018). Among genes for cell wall-related proteins, notable activation was detected only for Lus10040121 and Lus10030923, both encoding xyloglucan endotransglucosylase/hydrolase 5 (Table S2). Lus10026611 and Lus10030452, encoding the MYB105 transcription factor that is involved in organ patterning, were also upregulated in fOPP1 (Fig. 7b). same as Lus10002191, Lus10034319, and Lus10040796 encoding 3-ketoacyl-CoA synthase involved in the biosynthesis of very-long-chain fatty acids; Lus10025636 and Lus10018200 for phosphatidylinositol 4-phosphate 5-kinase 1 (PIP5K1); and Lus10015046 for the E3 ligase SHOOT GRAVITROPISM9 (SGR9), which modulates the interaction between statoliths and F-actin. (Table S2).
At 8 h after gravistimulation, the set of genes differentially expressed in phloem fibers collected from the opposing stem sides was quite distinguishable from that in 1 h samples. The number of activated genes for chloroplastic proteins dropped (Table S2). In fPUL8, transcription of genes for various ions’ transporters went up, including Lus10039312 for the slow, weak voltage-dependent S-type anion efflux channel SLAH3 and Lus10017657 homologous to the AT1G53210 encoding sodium/calcium exchanger (Fig. 9a), as well as Lus10033052 and Lus10015687 for inward (KT1) and outward (SKOR) rectifying potassium channels (Table S2).
Among the genes for transporters whose expression was highly up-regulated in fPUL8 (Table S2), Lus10032073 and Lus10014606 encode lysine histidine transporter 1 (LHT1), which is involved in the transport of a wide range of amino acids but also of ACC (Shin et al. 2015). Besides, Lus10030975 for aluminum-activated malate transporter 12 (ALMT12) got increasingly activated in fPUL8 as compared to fPUL1. The increased accumulation of malate in the fibers from the pulling stem side has been detected by metabolome analysis at a later stage (96 h) of flax plant graviresponse (Mokshina et al. 2018).
In the top-list of genes upregulated in fPUL8, a high proportion belonged to those encoding cell wall proteins, namely FLA11, FLA12, and FLA7; the expansin-like protein EXPL1; the protein core (APAP1) of plant cell wall proteoglycan, glycosyl hydrolase from the GH9 family able to hydrolyze (1–4)-β-d-glucosidic linkages, and COBL4 (Fig. 9a). Besides, the mentioned genes for the RRT1 involved in RG-I biosynthesis (Lus10013503 and Lus10007975) increased their activity as compared to fPUL1. In addition, a number of genes encoding enzymes involved in the sugar interconversion and biosynthesis of substrates for cell wall polysaccharides were activated in fPUL8: Lus10037096, Lus10038911, Lus10010957, etc. (Table S2).
Genes for transcription factors from the TALE (Lus10016790 and Lus10022485), bZIP (Lus10017656), and bHLH (Lus10015902) families were specifically upregulated in fPUL8. Sharp activation was also detected for the genes encoding several intrinsically disordered proteins acting as chaperones (Hsiao, 2024), including the ERD10 and ERD14 proteins from the dehydrin family (Lus10005652 and Lus10021240), and late embryogenesis abundant protein LEA14 (Lus10036402). Genes for several SAM-dependent methyltransferases were upregulated, indicating the importance of methylation processes in the fPUL8 sample (Table S2).
The most notable groups of genes that were specifically upregulated in fOPP8 (Fig. 9b, Table S2) included those encoding several lipid transfer proteins and 3-ketoacyl-CoA synthases. They are required for the elongation of fatty acids and contribute to wax and suberin biosynthesis.
Reaction of xylem part on the gravistimulation: stem side-factor
The number of genes whose expression distinguished xylem tissues at pulling and opposite sides 1 h after stem inclination, was quite limited (Figs. 6, 10). There were no genes upregulated in xOPP1 as compared to xPUL1, at least with the chosen thresholds, while genes upregulated in xPUL8 relative to xOPP8 consisted mainly of genes whose products are involved in TCW formation.
The list of genes upregulated in xOPP8 as compared to xPUL8 contained 517 genes from diverse categories (Fig. 10c, Table S2). The most represented ones were LRR-RLKs (23 genes) and kinesins, microtubule motor proteins (27 genes). Quite a number of upregulated genes for proteins, which take part in chromatin rearrangement and cell cycle regulation, were detected: 12 genes for various histones, 14 genes for various cyclins, cyclin-dependent kinase B2 (Lus10021611), etc. (Table S2). Also, Lus10015843 for metacaspase 1 that acts as a positive regulator of cell death, Lus10015684 for microtubule-associated protein MAP65/ASE1 essential for cytokinesis, several genes for the transcription factors from the GRAS family were upregulated in xOPP8, as were genes for various transporters, like Lus10035860, Lus10025802, and Lus10037217 for nitrate transporters, Lus10008183 and Lus10022436 for sugar transporters, and Lus10014706 for sulfate transporter (Table S2).
Most of the genes upregulated in xOPP8 samples were also highly expressed in phloem fiber samples. Among the genes that had at least twice higher TGR values in xOPP8 than in fOPP8, the most noticeable categories included membrane-trafficking-related genes: Lus10023378 for Sec14p-like phosphatidylinositol transfer family protein, Lus10040872 for exocyst subunit EXO70H7, Lus10041836 and Lus10028383, both encoding regulators that mediate the transport between the trans-Golgi network and vacuoles (Table S2). Among the cell wall-related genes, significant upregulation in xOPP8 as compared to xPUL8 was detected for Lus10035580 and Lus10008646 encoding beta-mannan synthase (CSLA9).