Abstract
Somatic embryogenesis (SE) is the most important plant biotechnology process for plant regeneration, propagation, genetic transformation and genome editing of coffee, Coffea arabica L. Somatic embryo (SEs) conversion to plantlets is the principal bottleneck for basic and applied use of this process. In this study we focus on the maturation of SEs of C. arabica var. Typica. SEs conversion to plantlet up to 95.9% was achieved under osmotic stress, using 9 g/L gelrite, as compared with only 39.34% in non-osmotic stress. Mature SEs induced in osmotic stress developed shoot and root apical meristems, while untreated SEs were unable to do it. C. arabica regenerated plants from osmotic stress were robust, with higher leaf and root area and internode length. To understand a possible regulatory mechanism, gene expression of key genes of C. arabica, homologous to sequences in the Arabidopsis thaliana genome, were analyzed. A set of two component system and cytokinin signaling-related coding genes (AHK1, AHK3, AHP4 and ARR1) which interact with WUSCHEL and WOX5 homedomains and morphogenic genes, BABY-BOOM, LEC1, FUS3 and AGL15, underwent significant changes during maturation of SEs of C. arabica var. Typica. This protocol is currently being applied in genetic transformation with high rate of success.
Subject terms: Biotechnology, Molecular biology, Plant sciences
Introduction
Coffee (Coffea arabica L. and C. canephora Pierre) is the most valuable tropical export crop worldwide, with an annual retail value of approximately US$ 88 billion. Its prices have increased by 160% during the last years. Like other fruit species, the generation of new varieties in coffee is time-consuming. In this scenario, the coffee culture improvement progress has been achieved mainly by plant breeding, which is time-consuming taking at least 20 years to have a new genotype in the market1. Somatic embryogenesis (SE) is one of the most widely applied plant biotechnology process for plant regeneration, micropropagation and genetic improvement by stable genetic transformation and genome editing. The complete plant regeneration of C. arabica derived from indirect SE was first achieved by Yasuda et al.2 using the cytokinin (BAP) as plant growth regulator. After that report, many approaches and protocols using the synthetic auxin (2,4-D) as an inducer of indirect SE have been tested with different rates of efficiency (For reviews, see:3–9).
Indirect SE is relatively well adapted to semi-industrial level using bioreactors3, although a technical constraint derived from the low embryo to plantlet conversion rate (30–50%), a long acclimatization stage (5–8 months) and asynchronicity still affect the whole procedure. Recently new bioreactor devices and the development of rooted mini-cuttings have improved the plantlet conversion rate1,6. One common problem related to SE, especially in woody tress is the low conversion of SEs to plantlet, as a result of incomplete maturation. Conversion is defined as root and epicotyl growth with new leaf development10. This is most likely due to a poor shoot and root apical meristem (SAM and RAM, respectively) development or defects in the meristem organization during SE. A proper understanding of apical meristem development and physiology will greatly enhance our ability to produce SEs of improved quality11.
SE maturation is a complex process that is influenced by hormone signaling pathways including abscisic acid (ABA), which is related to stress, and osmotic water potential of the medium. SEs are known to be stimulated to develop and mature in in vitro culture while environmental stresses are imposed, such as heat, nutrient depletion, solute-based water stress or increased levels of the plant hormone abscisic acid (ABA), whether added exogenously or induced endogenously12. Ontogeny of SEs of C. arabica was first demonstrated by Quiroz-Figueroa et al.13 from one single cell to embryo development. This group demonstrated that both, direct and indirect SEs have a unicellular origin. Etienne et al.3, analyzed developmental ontogeny of somatic versus zygotic embryos. They found morphological differences and lack of protein reserves in SEs at the beginning in the germination phase and marked differences in water characteristics compared to zygotic embryos (water potential, water content and relative water content). Histological evidences demonstrated that well developed shoot and root apical meristems (SAM and RAM respectively) in SEs were not induced. As noted previously by several reports, auxins negatively affect SE development in coffee14–16. Cytokinin signaling has demonstrated that plays a critical role during root and stem cell niche establishment allowing the RAM system initiation in SEs17,18. It also crosstalks cytokinins, ABA, ethylene, light, stress, MAPK cascade and glucose signaling. In this work we describe SEs maturation in C. arabica var. Typica, under osmotic stress and cytokinins. In the presence of high content of gelrite, mature SEs developed SAM and RAM demonstrated by histological analysis and were able of embryo to plantlet conversion and produce robustness plants compared to untreated SEs. We detected important changes in the expression of genes involved in the two-component system and cytokinin signaling pathway (AHK1, AHK3, AHP4 and ARR1), homeodomain transcription factors (WUSCHEL and WOX5), auxin response factor 5 (ARF5, Monopteros) and other key regulators of SE BABY-BOOM (BBM), LEAFY COTYLEDON1 (LEC1), FUSCA3 (FUS3), and AGAMOUS-LIKE 15 (AGL15).
Results
SE induction of C. arabica var. Typica
Direct SE was induced from leaf explants of C. arabica var. Typica with a high potential of propagation, plantlet conversion and genetic transformation. Three months were required to induce the development of SEs to be ready for stable genetic transformation8. Briefly, this protocol was followed: leaf explants of coffee cultured in callus induction medium (CIM medium, Van Boxtel et al.14) provided proembryogenic masses (PEM) obtained after one month with 93% efficiency of cultivated explants. SEs development was achieved when PEM were subcultured in SE-P medium after two months in culture, with an efficiency ranging from 82 to 100% (Fig. 1A, B).
SEs maturation is enhanced under osmotic stress
SEs maturation was more efficient in osmotic-stress (SE-M9) (see Material and Methods) in contrast with non-osmotic (SE-M3) (see Material and Methods) solid medium and under light conditions according to the plantlet conversion obtained (Table 1). In the first stage of SEs maturation, secondary SE was induced from the base of initial SEs under osmotic-stress in 83.7% compared to 16.3% of non-stress medium (Fig. 1C). Secondary SEs at early torpedo stage, symmetric and having a suspensor-like structure were separated and individually subcultured to the corresponding fresh medium. 19,000 secondary SEs from osmotic stress (SE-M9 medium) and 6192 SEs derived from non-osmotic medium (SE-M3 medium) were used. Secondary SEs produced in osmotic stress (SE-M9 medium) were characterized by a prominent suspensor-like structure at the early cotyledonary stage, well developed cotyledons, parallels and symmetric, while in non-osmotic medium (SE-M3 medium) secondary SEs produced less prominent suspensor-like structures and altered cotyledon shape (fused-circular) (Fig. 1D, E). At the end of the second stage of maturation, SEs produced in SE-M3 and SE-M9 differed in their phenotype. SEs size at cotyledonary stage was 3.85 ± 0.43 mm in osmotic stress (SE-M9) and 6.0 ± 0.33 mm in non-osmotic stress (SE-M3) (Fig. 1D, E; Table 1). SEs cotyledon size derived from osmotic stress medium (SE-M9) ranged from medium (60%) to small (40%), according to Etienne et al.1, contrasting with non-osmotic (SE-M3) that induced large and misshapen (55%) and medium (45%) in size (Table 1). SEs became green in color after three weeks in SE-M9 medium and four weeks in SE-M3 medium. When mature SEs were subcultured individually in SE-G medium, germination was clearly observed after 2 weeks of culture in both treatments. SEs conversion to plantlet was 95.9% achieved in osmotic–stress medium (SE-M9) (18,050 plantlets derived from 19,000 secondary mature SEs) compared to 39.3% in non-osmotic (SE-M3) (2477 plantlets derived from 6192 secondary mature SEs) (Table 1). Differences in root and shoot length were evident after 15, 30 and 45 days respectively of conversion in SE-G medium (Fig. 1F, H).
Table 1.
Evaluated features | SE-M3 Non-osmotic | SE-M9 Osmotic |
---|---|---|
First stage: Embryogenic clusters (200 SEs at globular stage) | 100 (20,000 SEs) | 100 (20,000 SEs) |
Second stage: Individual SEs at cotyledonary stage derived from secondary SE | 6192 | 19,000 |
Second stage: Cotyledon shape | Large and misshapen (55%) and medium (45%) | Small (40%) and medium (60%) |
Mature SEs showing conversion to plantlets | 2477 | 18,050 |
Embryo-to-plantlet conversion rate (%) | 39.34% | 95.9% |
Robustness of plants induced by osmotic stress
Plantlets derived from SEs under osmotic and non-osmotic treatments were subcultured to petri dishes containing SE-G medium for further growth and development. After 5 months in SE-G medium, plantlets were transferred to soil conditions. At this time, the architecture of plants derived from treatments was significantly different. Plants derived from SE-M3 medium generated small, bifurcated roots, 3.7 cm in length and 8 leaves (Fig. 1G). Contrasting with plants derived from SE-M9 medium, that developed long pivotal roots about 27.6 cm length and 12 leaves (Fig. 1I). These plants were successfully established in soil-containing pots and incubated in a growth chamber. Survival rate was 100% in plants derived from osmotic stress medium while 90% was obtained from non-osmotic stress.
After eight months in soil, as expected from previous morphology, more robust plants developed from SE-M9 osmotic medium. An increase in rooting and leaf area as well as internodes length in plants derived from osmotic stress was observed compared to the non-osmotic treatment. Plants derived from osmotic-stress developed a root area of 105.82 ± 1.06a cm2 compared to 11.56 ± 0.08b cm2 from non-osmotic stress (Fig. 2A,B). Root length was significantly different: 47.3 ± 0.9a cm were recorded in osmotic stress derived plants while in non-osmotic stress only 23.2 ± 1.24b cm were induced (Table 2). The number of lateral roots from SEs derived from SE-M9 osmotic medium were 18.3 ± 0.13a as compared with 4.7 ± 0.4b in SE-M3 non-osmotic medium. Similarly, lateral root length showed 16.27 ± 9.13a cm in SE-M9 osmotic medium compared with 12.1 ± 4.7a cm from SE-M3 non-osmotic medium (Table 2).
Table 2.
Evaluated features | Non-osmotic treatment (±SD) | Osmotic treatment (±SD) |
---|---|---|
Number of leaves | 12.0 ± 1.2b | 22.0 ± 4.0a |
Length of leaves (cm) | 6.1 ± 0.9b | 13.3 ± 1.33a |
Leaves width (cm) | 2.01 ± 1.7b | 4.3 ± 0.5a |
Leaves area (cm2) | 11.24 ± 0.62b | 36.31 ± 3.2a |
Number of ribbing (cm) | 10.3 ± 1.7b | 18.6 ± 1.7a |
Length ribbing (cm) | 1.16 ± 0.32a | 1.88 ± 0.73a |
Height (cm) | 7.65 ± 1.4b | 16.7 ± 1.32a |
Internodes (cm) | 8.66 ± 1.15a | 6.33 ± 1.5b |
Length of internodes (cm) | 0.92 ± 0.11b | 2.0 ± 0.31a |
Root length (cm) | 23.2 ± 1.24b | 47.3 ± 0.9a |
Root area (cm2) | 11.56 ± 0.08b | 105.82 ± 1.06a |
Number lateral root | 4.7 ± 0.4b | 18.3 ± 0.13a |
Length lateral root (cm) | 12.1 ± 4.7a | 16.27 ± 9.13a |
Differences in variables among treatments were tested using factorial analysis of variance (ANOVA). Values are means ± standard deviation. In each row, means followed by different letters are significantly different (P < 0.05). SE-M3 non-osmotic medium (control) and SE-M9 osmotic medium. Software ImageJ.
In regard to leaves, plants derived from osmotic stress developed an average of 22.0 ± 4.0a leaves, a leaf area of 36.31 ± 3.2a cm2, a length of 13.3 ± 1.33a and a width of 4.3 ± 0.5a. In contrast, plants derived from non-osmotic treatment a significant reduction was observed, as they developed only 12.0 ± 1.2b leaves, a leaf area of 11.24 ± 0.62b cm2, a length of 6.1 ± 0.9b cm and a width of 2.01 ± 1.7b cm (Table 2) (Fig. 2C). Internodes length were also different, as plants derived from osmotic-stress showed 2.0 ± 0.31a cm in length, while plants derived from non-osmotic treatment showed 0.92 ± 0.11b cm internodal length (Fig. 2D).
Effect of osmotic stress on SAM and RAM in mature SEs
SEs at cotyledonary stage grown under osmotic stress and cytokinins developed shoot and root apical meristems in 100% of analyzed samples, while untreated SE did not formed it Fig. 3). Histological analysis of mature SEs induced by osmotic stress revealed that morphology of root apical meristems (RAM) are tiered or closed eudicot, typical of the Rubiaceae family to which C. arabica belongs to19. Three-tiered differential cells: stella, cortex and columella, were observed in the RAM. Columella cells with 12X18 μm, stella cells 27X5.8 μm, cortex cells 12X18 μm, and quiescent center (QC) 11.76 μm (Fig. 3B, D). On the other hand, embryos derived from non-osmotic medium, apical meristems were absent (Fig. 3A, C).
Differentially expressed key factors involved in SEs maturation of C. arabica var. Typica under osmotic stress
To understand the molecular mechanism allowing SAM and RAM formation under osmotic stress a STRING-based bioinformatic analysis with high confidence (0.700) based on C. arabica homologous sequences in the Arabidopsis thaliana genome were performed (Supplementary Fig. 2). A set of two component system (AHK1), cytokinin signaling (AHK3, AHP4, ARR1) and auxin signaling (ARF5) related coding genes were evaluated, and according with the theoretical gene network in Arabidopsis, those proteins interact with WUSCHEL and WOX5 homeodomains and morphogenic genes, such as BBM, LEC1, FUS3 and AGL15, involved in meristem maintenance and embryogenesis (Figs. 4, 5, Fig. S2). As expected, expression levels of AHK1 (histidine kinase 1), that functions as an osmosensor and detects water stress was upregulated in SE-M9 medium (osmotic stress) 2.29 times compared to 0.25 in SE-M3 medium. AHK3 (histidine kinase 3) was downregulated in SE-M9 medium (− 0.27) as compared to in SE-M3 medium (1.11). Levels of expression of the histidine-containing phosphotransfer, AHP4, was upregulated (1.94) in SE-M9 medium and downregulated (− 1.47) under normal SE-M3 medium conditions. ARR7 and ARR15, two component response regulators type-A, were downregulated in SE-M9 medium, (− 3.13 and − 2.69, respectively) and upregulated (1.32 and 0.69, respectively) in SE-M3 medium. A response regulator type B, ARR1, was upregulated (4.22) in SE-M9 and downregulated (− 3.83) in SE-M3 medium. WUSCHEL, a homedomain-like superfamily protein was upregulated (3.53) in SE-M9 and downregulated (− 5.05) in SE-M3 medium. WOX5, a WUSCHEL related homeobox, was upregulated (5.06) in SE-M9 medium and downregulated (− 0.78) in SE-M3 medium. ARF5, an auxin response factor, was upregulated (1.89) in SE-M9 medium and downregulated (− 2.0) in SE-M3 medium.
Additionally, BBM, an AP2-like ethylene-responsive transcription factor, was upregulated (4.36) in SE-M9 medium and downregulated (− 5.6) in SE-M3 medium. LEC1, a nuclear transcription factor Y subunit B-9, was upregulated (5.81) in SE-M9 medium and down regulated (− 6.64) in SE-M3 medium. FUS3, a regulator of gene expression during late embryogenesis, was upregulated (4.27) in SE-M9 medium and downregulated (− 5.64) in SE-M3 medium. AGL15, a member of MADS domain family of regulatory factors, was upregulated (2.15) in SE-M9 medium and upregulated as well (0.94) in SE-M3 medium (Figs. 4, 5, and Table S2).
According to the gene expression analysis of somatic embryo maturation of C. arabica, a molecular model is presented, which indicates how the upregulation of type A response regulators (ARR7-ARR15) and histidine-kinase 3 (AHK3) under non-osmotic treatment inhibits SAM and RAM development and consequently somatic embryo maturation. In this treatment, genes involved in drought tolerance and seed maturation AHK1, AHP4 and ARR1 were repressed, blocking the activation of genes necessary for stem cell maintenance (WUS-WOX5) and master regulators of embryogenesis (LEC1-FUS3-BBM-AGL15) (Fig. 5). The opposite effect under osmotic stress treatment (SE-M9), where AHK1, AHP4 and ARR1 were upregulated allowing activation of key SE genes such as BBM, LEC1, MP, and FUS3 leading to acquire embryogenic competence, and robustness in regenerated plants (Fig. 5). Further analysis of each component is required to clearly elucidate this developmental phenomenon.
Discussion
SE induced from leaf explants has been the most widely used target tissue in coffee micropropagation and stable genetic transformation1. Published protocols have shown that SE induction and proliferation is time consuming, ranging from 9 to 20 months until they can be used for stable genetic transformation8,20,21. In most of these reports, SE regeneration to plants in C. arabica has been shown to be more difficult and time consuming than in C. canephora P. As noted by several authors, auxins negatively affect SE development in coffee14–16. Our strategy was to simulate natural processes occurring during embryo development in coffee seeds. We hypothesized that osmotic stress and the presence of cytokinins, are both necessary for a correct SEs development. This is supported by cytokinin signaling, as it has shown that plays a critical role during root and stem cell niche formation allowing RAM system initiation in SE17,18.
Our qRT-PCR analyses revealed differential expression of key factors allowing the enhanced plant regeneration in SE-M9 treatment in comparison to the SE-M3 (Fig. 4, Table S1). According to the gene network devised in STRING with a high confidence threshold (0.700) based on C. arabica homologous genes present in Arabidopsis (Fig. S2) and transcriptional gene expression analysis by qPCR, SE maturation is related to 3 main processes: stem cell maintenance, cytokinin signaling, and embryogenesis (Fig. 5). Under these conditions, the coding genes involved in the two-component signaling system and cytokinin signaling, such as histidine-kinase1 (AHK1), it was upregulated in SE-M9 treatment. AHK1 has functions as osmosensor, improvement for drought tolerance in Arabidopsis22–24 and plays a unique role in the regulation of desiccation processes during seed maturation25. AHK1 feeds phosphates to the phosphorelay-integrated histidine phosphotransfer protein AHP4, that in our analysis it was upregulated in SE-M9 treatment. Singh et al.26, have shown upregulation of AHP4 under osmotic stress treatment, whereas other members of this family (AHP1, AHP2 and AHP3) were downregulated. In the two-component signaling system, the final transcriptional response occurs via transcription factors. Two type-A response regulators, ARR7 and ARR15, were downregulated in SE-M9 treatment. ARR7 and ARR15 negatively regulates cytokinin signaling and suppress the size of the meristem27,28. Overexpression of ARR7 or ARR15 inhibit RAM formation and SEs regeneration, as well as in ahk2/ahk4 or ahk3/ahk4 mutants, in which cytokinin signaling was abolished17. In our study, a B-type response regulator, ARR1, was upregulated in SE-M9. ARR1 works as a transcriptional activator of WUSCHEL29, DNA repair, ROS scavenging, oxidative stress, and drought tolerance30–32.
WUSCHEL a homedomain-like superfamily protein was upregulated with the SE-M9 treatment and downregulated in SE-M3 medium. Cytokinin signaling and B-type responsive factors activate WUSCHEL expression29,33–35. WUSCHEL plays a central role during early embryogenesis and requires to specify stem cell fate in meristems, such as shoot apical meristem (SAM). WUSCHEL has been essential for RAM and SAM initiation and embryonic shoot–root axis establishment17,36.
Similarly, WOX5, a WUSCHEL-related homeobox protein, was upregulated in SE-M9 treatment and downregulated under normal conditions (Figs. 4, 5). WOX5 is a transcription factor which may be involved in the differentiation and maintenance of the stem cells in the RAM17,37,38.
The auxin responsive factor, ARF5, was upregulated in SE-M9 (osmotic stress) treatment and downregulated in normal conditions (Fig. 4). ARF5 mediates embryo axis formation and vascular tissue differentiation39–41. Arabidopsis mutants in arf1, arf5 and arf7 displayed a significant reduction in capacity and efficiency of SEs maturation42. Otherwise, overexpression of ARF5 results in null SEs development42. García-Gómez et al.43, proposed a dynamic regulatory network model to understand the interaction between auxin and cytokinin signaling pathways and some transcriptional regulators important in the root apical meristem (RAM) of A. thaliana. Among genes that were analyzed, ARF5 was showed to be essential for WOX5 activity.
The master regulator of SE, BBM, is a transcription factor of the AP2/ERF family, which was upregulated in SE-M9 (Figs. 4, 5). BBM promotes cell proliferation, differentiation and morphogenesis, specifically during embryogenesis. BBM-induced embryogenesis relies on transcriptional activation of LEC1, LEC2, FUS3 and AGL15 genes44. Members the AP2 gene family (cytokinin response factors CRFs), closely related to BBM, are transcriptionally upregulated by cytokinin signaling45. CRFs mutant combinations have demonstrated to be lethal to embryos46. LEC1, a nuclear transcription factor Y subunit B-9, was upregulated in SE-M9 (Figs. 4, 5). LEC1 is a transcriptional activator required for both embryo maturation and cellular differentiation. FUS3, a regulator of gene expression during late embryogenesis, was upregulated in SE-M9 (Figs. 4, 5, and Table S2). FUS3 is a regulator of gene expression during late embryogenesis. Arabidopsis mutants in lec1, lec2, fus3 show total SE repression due to the loss of desiccation tolerance47.
AGL15, a member of MADS-box domain family of regulatory factors was upregulated in SE-M9 treatment, and also upregulated as well in normal conditions (Figs. 4, 5, Table S2). AGL15 is preferentially expressed during embryogenesis and gibberellic acid catabolism.
The above-mentioned differential expression of key genes is similar to that detected during the successive stages of seed maturation in C. arabica. Dussert et al.48, reported that one coding gene for AHK3 was upregulated in subsequent stages of seed maturation of C. arabica. In this transcriptional analysis it was found other upregulated genes related with cytokinin signaling: one gene for AHK4, three for AHP1, four type-B response regulators and five type-A response regulators. In the case of transcription factors, BBM2 and ARR2, a redundant gene of ARR1, were differentially upregulated in the last four stages of maturation, a similar behavior was observed with FUS3 which was differentially upregulated in two stages of maturation (4 and 5 out of 7)48. This genetic network represents a preliminary evidence in the understanding of SEs maturation process of C. arabica var. Typica. It is conceivable that epigenetic reprogramming could have also occurred during the maturation developmental process of SEs. Changes or modifications in DNA methylation patterns are linked with regulatory mechanisms of master regulators genes of SE such as LEC1, LEC2, FUS3 and AGL1549. Further analysis of each component is required to clearly elucidate this developmental phenomenon.
In this work we were able to reach up to 95.9% of germination and complete plant regeneration with SEs under osmotic stress treatment in contrast with 39.34% in untreated SEs. The effect of different water potentials in SE conversion in C. arabica was reported. Etienne et al.3 analyzed the developmental process of zygotic and SEs of coffee C. arabica grown in temporary immersion bioreactors, a system with changing water potential depending on immersion cycles. They found that a higher conversion rate of germination of zygotic embryos (96%) versus SEs (55%). Conversion of SE was increase up to 91% using a bigger bioreactor with differences in water characteristics (water potential). It is important to notice that shoot and root apical meristems were developed compared to untreated SE. Failure in forming proper SAM and RAM in SEs was published elsewhere1,3,7,9,13,50. The importance of the apical meristems in plant growth and development has long been recognized51, but in woody plants, little is known about meristems formation during SE11. Most of the studies on the molecular network regulating embryo development have been made in Arabidopsis52.
In C. arabica, a mutation called laurina occurred in highland Ethiopia, alters shoot apical meristem (SAM) dimensions, resulting in smaller leaf primordia and incipient internodes53. In our work, under osmotic stress and cytokinin presence we showed the activation of SAM and RAM dimensions and SEs conversion to plantlet (Fig. 3B,D).
If whether or not our results are related with laurina mutation, analogies with the observations reported in Arabidopsis in early timing within plastochron reducing SAM dimensions for some genes such as AXR1, ARGOS, ANT, related to auxin regulation pathway may explain the negative role in SEs maturation of auxins54–56.
Regenerated plants derived from osmotic stress showed an increased fitness including vigorous roots, increased leaf area, and stem length, leading to an increased anchorage, nutrition and productivity. In economic terms, a reduction of costs (up to 80%) in plant production derived from somatic embryos subjected with osmotic stress with improved agronomic performance is expected.
Additionally, development of SAM and RAM in mature SEs derived from osmotic treatment can be considered a morphological marker for quality control in SEs development in C. arabica var. Typica.
Conclusions
Desiccation using high content of gelrite in the presence of cytokinins in SEs plays an important role for maturation and conversion to plantlet of C. arabica var. Typica.
Reprogramming of genes involved in shoot and root apical meristems occurred during maturation of SEs under osmotic stress, enhancing robustness of converted plants.
Development of SAM and RAM in mature SEs derived from osmotic treatment can be considered a morphological marker for quality control in SEs development in C. arabica var. Typica.
Bioinformatic tools such as STRING achieved improvement in the understanding of molecular mechanisms involved in SEs maturation.
The application of strategies derived from this knowledge can be applied in tissue culture media composition and morphological and physiological changes in the expected phenotype.
Methods
Induction of SE in C. arabica var. Typica
SE in C. arabica var. Typica (INIFAP-Tapachula, Chiapas), was induced from leaf explants, derived from eight-months old trees. Explants were disinfected by gasification in a vacuum chamber with a mixture of 50 mL of sodium hypochlorite from a commercial bleach (1.2% active chlorine) and 50 mL HCl 6 N for 15 min and washed four times with sterile distilled water57. Disinfected leaves were cut into 1 cm2 pieces and cultured on the callus induction CIM medium as described by Van Boxtel et al.14: half-strength Murashige and Skoog medium58, 30 g/L sucrose, 100 mg/L casein hydrolysate, 400 mg/L malt extract, 10 mg/L thiamine, 1 mg/L nicotinic acid, 1 mg/L pyridoxine, 1 mg/L glycine, 100 mg/L myo-inositol, 0.5 mg/L 2.4-D, 1 mg/L indole-3-butyric acid (IBA), 2 mg/L 2-isopentenyladenine (2-iP), and solidified with 2.4 g/L gelrite, pH was adjusted to 5.8 before autoclaving. After two months in dark, PEM were sub-cultured into SE-P medium, as described Van Boxtel et al.14, for SE propagation with slight modifications, half-strength MS salts medium58, 30 g/L sucrose, 200 mg/L casein hydrolysate, 800 mg/L malt extract, 60 mg/L adenine-free base, 1 mg/L 2.4-D and 4 mg/L BAP, pH 8.0 and solidified with 3.2 g/L gelrite.
SEs maturation of C. arabica var. Typica
To evaluate the role of two component system and cytokinin signaling coupled with osmotic stress in SEs maturation of coffee C. arabica, two treatments were evaluated: a) SE-M3: MS medium supplemented with 0.2 mg/L BAP, 0.1 mg/L Kinetin, 1% glucose, 3.0 g/L gelrite (− 0.49 MPa), pH 5.8; and b) SE-M9: MS medium supplemented with 0.2 mg/L BAP, 0.1 mg/L Kinetin, 1% glucose, 9.0 g/L gelrite (− 1.47 MPa), pH 5.8.
The protocol of SEs maturation included two stages: In the first one, PEM (with soft consistency, 0.7 to 10 mm2 size), derived from CIM medium, were used as source of SEs. 100 PEM (each one containing about 200 SEs at globular and torpedo stage) yielding a total of 20,000 SEs. PEM were individually transferred to respective cultured medium (SE-M3 and SE-M9), using forceps and slightly smash to allow SEs to get contact with the medium. 10 PEM were cultured in each plastic petri dish (90X20 mm, Phoenix biomedical product). PEM were incubated at 25 ± 2 °C, under a 12/12 h photoperiod at 50 µmol/m2-s irradiance provided by fluorescent lamps T8 Phillips P32T8/TL850 combined with natural sunlight, producing a unique light spectrum (Figure S1). In the second stage, we selected and subcultured only SEs derived from secondary SE developed from SEs from the first stage. SEs at early torpedo stage, symmetric and having a suspensor-like structure were separated, and individually subcultured to the corresponding fresh medium (SE-M3 or SE-M9), 25 SEs in each plate, for one month until cotyledonary stage developed according to Valencia-Lozano et al.8.
Conversion of SEs to plantlets of C. arabica var. Typica
Secondary SEs subjected to osmotic stress (SE-M9) (19,000 total) and non-osmotic stress (SE-M3) (6192 total) in cotyledonary stage, green color, symmetric and having a suspensor-like structure were subcultured to plantlet conversion in SE-G medium: MS medium58 30 g/L sucrose, 1 g/L activated charcoal, 3 g/L gelrite and smoke water 0.5% (karrikins)59. Incubation was under the same conditions mentioned in SEs maturation. Regenerated plantlets were subcultured in flasks with SE-G medium until plants reached 10 leaves and 27 cm root length. Regenerated plants were potted in vermiculite and soil (1:1 v/v), incubated in a plant growth chamber at 50 µmol/m2-s irradiance provided by T8 Phillips P32T8/TL850 fluorescent lamps with a photoperiod of 16/8 h and temperature of 19 to 23ºC, as described by Valencia-Lozano et al.8. Efficiency of SEs maturation was calculated according to the number of SEs converted to plantlets derived from SEs at cotyledonary stage produced at the end of the second stage of maturation.
Histological analysis of SEs
Randomly chosen SEs at different stages (5 per treatment) were collected and fixed in FAE (5% formaldehyde, 10% acetic acid, 50% ethanol), followed by dehydration in a series of ethanol dilutions (20%, 40%, 60%, 80% and 100% ethanol) for 2 h each. Samples were embedded in Technovit 7100 (Heraeus Kulzer) according to the manufacturer instructions. Sections (14 μm) were obtained on a rotary microtome (Reichert-Jung 2040; Leica). Tissue sections were stained with a 0.02% Toluidine Blue solution (HYCEL, Zapopan, Mexico), samples were stained for 3 min, washed with distilled water for 1 min, and air dried. Pictures were taken using a DM6000B microscope (Leica).
Isolation of RNA and gene expression analysis
Total RNA from SEs cultured in osmotic-medium (SE-M9) and non-osmotic medium (SE-M3) was isolated using Trizol (Invitrogen, Carlsbad, CA, USA). RNA concentration was measured by its absorbance at 260 nm, ratio 260 nm/280 nm was assessed, and its integrity confirmed by electrophoresis in agarose 2% (w/v) gels. Samples of cDNA were amplified by PCR using SYBR Green qPCR (BioRad) in Real-Time PCR Systems (CFX96 BioRad). The reference genes in this work were ACT, 24S and RPL39, according to Freitas et al. (2017) applied for qPCR analysis of embryogenic calli, somatic embryos and callus of coffee. Retfinder, NormFinder, Bestkeeper and Delta-Ct were used in this analysis. Three replicates were done with these reference genes, calculated the relative expression, and weighted ct, and next a delta ct in each gene analyzed and relative amount of target gene expression using the 2−ΔΔCT method60. qPCR analysis was based on at least three biological replicates for each sample with three technical replicates and control treatment SE-P. To select genes involved in SE development process, a gene network with a high confidence (0.700) was performed with STRING (v11.0, http://string-db.org), based on C. arabica homologous genes present in A. thaliana genome. The selected genes were: Two component system and cytokinin signaling genes, AHK1, AHK3, AHP4, ARR1, ARR7, ARR15, auxin signaling; ARF5 (monopteros), homedomains; WUSCHEL, WOX5; master regulator of embryogenesis, LEC1, BBM, FUS3, and AGL15 (Table S1, Figure S2). Gene identifier was made according to UNIPROT (http://www.uniprot.org), NCBI (http://www.ncbi.nlm.nih.gov) database. Sequences of all genes were analyzed from A. thaliana using blastN, blastP in the coffee genome homologous sequences. Homologous sequences in C. arabica genome greater than 40% in protein sequence with A. thaliana were considered. Proteins of C. arabica homologous with A. thaliana aligned by BlastP were identified as: (XP_027075540, XP_027097259, XP_027125278, XP_027115945, XP_027098055.1, XP_027065231.1, XP_027100463.1, XP_027109768.1, XP_027090708.1, XP_027085797, XP_027062561, XP_027102113.1, XP_027113896.1) (Table S1). Oligonucleotides were designed to qPCR (2−ΔΔCT method analysis) gene expression or transcriptional analysis (Table S1).
Supplementary Information
Acknowledgements
We thank, Aaron Barraza Celis for critical analysis of the manuscript, MsC Norma Angelica Martinez-Gallardo for helping in qPCR analysis, Leandro Gabriel Ordoñez for his technical assistance.
Abbreviations
- SE
Somatic embryogenesis
- SEs
Somatic embryos
- SAM
Shoot apical meristem
- RAM
Root apical meristem
- BAP
6-Benzylaminopurine
- 2,4-D
2,4-Dichlorophenoxyacetic acid
Author contributions
E.V.L. conceived and designed the research, performed the experiments, analyzed the data and wrote the manuscript. JEIR, supervision, analyzed the data and wrote the manuscript. H.H.U. and S.D.F. performed histological analysis, analyzed the manuscript. J.L.C.P. conceived and designed the research, performed the experiments, supervision, analyzed the data and wrote the manuscript. All authors read and approved the manuscript.
Competing interests
The authors declare no competing interests.
Footnotes
Publisher's note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
The online version contains supplementary material available at 10.1038/s41598-021-88834-z.
References
- 1.Etienne H, et al. Coffee somatic embryogenesis: How did research, experience gained and innovations promote the commercial propagation of elite clones from the two cultivated species? Front. Plant Sci. 2018;9:1630. doi: 10.3389/fpls.2018.01630. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Yasuda T, Fujii Y, Yamaguchi T. Embryogenic callus induction from Coffea arabica leaf explants by benzyladenine. Plant Cell Physiol. 1985;26:595–597. doi: 10.1093/oxfordjournals.pcp.a076946. [DOI] [Google Scholar]
- 3.Etienne H, et al. Development of coffee somatic and zygotic embryos to plants differs in the morphological, histochemical and hydration aspects. Tree Physiol. 2013;33:640–653. doi: 10.1093/treephys/tpt034. [DOI] [PubMed] [Google Scholar]
- 4.Loyola-Vargas, V.M. et al. Somatic Embryogenesis in Coffea spp. In Somatic Embryogenesis: Fundamental Aspects and Applications (ed. Springer, New York, 2016) pp. 241–266. 10.1007/978-3-319-33705-0_15.
- 5.Campos NA, Panis B, Carpentier SC. Somatic embryogenesis in coffee: The evolution of biotechnology and the integration of omics technologies offer great opportunities. Front. Plant Sci. 2017;8:1460. doi: 10.3389/fpls.2017.01460. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Georget F, et al. Somatic embryogenesis-derived coffee plantlets can be efficiently propagated by horticultural rooted mini-cuttings: A boost for somatic embryogenesis. Sci. Horticul. 2017;216:177–185. doi: 10.1016/j.scienta.2016.12.017. [DOI] [Google Scholar]
- 7.Freitas NC, et al. In silico and in vivo analysis of ABI3 and VAL2 genes during somatic embryogenesis of Coffea arabica: Competence acquisition and developmental marker genes. Plant Cell Tiss. Organ Cult. 2019;137:599–611. doi: 10.1007/s11240-019-01594-7. [DOI] [Google Scholar]
- 8.Valencia-Lozano E, Cabrera-Ponce JL, Gómez-Lim MA, Ibarra JE. Development of an efficient protocol to obtain transgenic coffee, Coffea arabica L., expressing the Cry10Aa toxin of Bacillus thuringiensis. Int. J. Mol. Sci. 2019;20:5334–5351. doi: 10.3390/ijms20215334. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Awada R, et al. An innovative automated active compound screening system allows high-throughput optimization of somatic embryogenesis in Coffea arabica. Sci. Rep. 2020;10:810. doi: 10.1038/s41598-020-57800-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Hay, E.I. & Charest, P.J. Somatic embryo germination and desiccation tolerance in conifers. In Somatic embryogenesis in woody plants (ed. Springer, Dordrecht, 1999) pp. 61–96 https://doi.org/10.1007/978-94-017-3032-7_3.
- 11.Yeung EC, Stasolla C. Somatic embryogenesis-Apical meristems and embryo conversion. Korean J. Plant Tissue Cult. 2000;27:299–307. [Google Scholar]
- 12.Ochatt, S. J., & Revilla, M. A. From stress to embryos: Some of the problems for induction and maturation of somatic embryos. In In vitro embryogenesis in higher plants (ed. Humana Press, New York, 2016) pp. 523–536. 10.1007/978-1-4939-3061-6_31. [DOI] [PubMed]
- 13.Quiroz-Figueroa F, Fuentes-Cerda C, Rojas-Herrera R, Loyola-Vargas V. Histological studies on the developmental stages and differentiation of two different somatic embryogenesis systems of Coffea arabica. Plant Cell Rep. 2002;20:1141–1149. doi: 10.1007/s00299-002-0464-x. [DOI] [Google Scholar]
- 14.Van Boxtel J, Berthouly M. High frequency somatic embryogenesis from coffee leaves. Plant Cell Tiss. Org. Cult. 1996;44:7–17. doi: 10.1007/BF00045907. [DOI] [Google Scholar]
- 15.Etienne-Barry D, Bertrand B, Vasquez N, Etienne H. Direct sowing of Coffea arabica somatic embryos mass-produced in a bioreactor and regeneration of plants. Plant Cell Rep. 1999;19:111–117. doi: 10.1007/s002990050720. [DOI] [PubMed] [Google Scholar]
- 16.Barry-Etienne D, Bertrand B, Vasquez N, Etienne H. Comparison of somatic embryogenesis-derived coffee (Coffea arabica L.) plantlets regenerated in vitro or ex vitro: Morphological, mineral and water characteristics. Ann. Bot. 2002;90:77–85. doi: 10.1093/aob/mcf149. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Su YH, Liu YB, Bai B, Zhang XS. Establishment of embryonic shoot-root axis is involved in auxin and cytokinin response during Arabidopsis somatic embryogenesis. Front. Plant Sci. 2015;5:792–801. doi: 10.3389/fpls.2014.00792. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Wang L, Chong K. The essential role of cytokinin signaling in root apical meristem formation during somatic embryogenesis. Front. Plant Sci. 2016;6:1196. doi: 10.3389/fpls.2015.01196. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Heimsch C, Seago JL., Jr Organization of the root apical meristem in angiosperms. Am. J. Bot. 2008;95:1–21. doi: 10.3732/ajb.95.1.1. [DOI] [PubMed] [Google Scholar]
- 20.Leroy T, et al. Genetically modified coffee plants expressing the Bacillus thuringiensis cry1Ac gene for resistance to leaf miner. Plant Cell Rep. 2000;19:382–385. doi: 10.1007/s002990050744. [DOI] [PubMed] [Google Scholar]
- 21.Albuquerque EV, et al. Transgenic coffee fruits from Coffea arabica genetically modified by bombardment. in Vitro Cell. Dev. Biol. Plant. 2009;45:532. doi: 10.1007/s11627-009-9254-2. [DOI] [Google Scholar]
- 22.Urao T, et al. A transmembrane hybrid-type histidine kinase in Arabidopsis functions as an osmosensor. Plant Cell. 1999;11:743–1754. doi: 10.1038/nature04270. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Tran LSP, et al. Functional analysis of AHK1/ATHK1 and cytokinin receptor histidine kinases in response to abscisic acid, drought, and salt stress in Arabidopsis. Proc. Natl. Acad. Sci. 2007;104:20623–20628. doi: 10.1073/pnas.0706547105. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Nguyen KH, et al. Arabidopsis type B cytokinin response regulators ARR1 ARR10 and ARR12 negatively regulate plant responses to drought. Proc. Natl. Acad. Sci. 2016;113:3090–3095. doi: 10.1073/pnas.1600399113. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Wohlbach DJ, Quirino BF, Sussman MR. Analysis of the Arabidopsis histidine kinase ATHK1 reveals a connection between vegetative osmotic stress sensing and seed maturation. Plant Cell. 2008;20:1101–1117. doi: 10.1105/tpc.107.055871. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Singh A, et al. Tissue specific and abiotic stress regulated transcription of histidine kinases in plants is also influenced by diurnal rhythm. Front. Plant. Sci. 2015;6:711–715. doi: 10.3389/fpls.2015.00711. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Leibfried A, et al. WUSCHEL controls meristem function by direct regulation of cytokinin-inducible response regulators. Nature. 2005;438:1172–1175. doi: 10.1038/nature04270. [DOI] [PubMed] [Google Scholar]
- 28.Zhao J, et al. Hormonal control of the shoot stem-cell niche. Nat. 2010;465:1089–1092. doi: 10.1038/nature09126. [DOI] [PubMed] [Google Scholar]
- 29.Meng WJ, Cheng ZJ, Sang YL, Zhang MM, Rong XF, Wang ZW, Wang ZW, Tang YY, Zhang XS, et al. Type-B Arabidopsis response regulators specify the shoot stem cell niche by dual regulation of WUSCHEL. Plant Cell. 2017;29:1357–1372. doi: 10.1105/tpc.16.00640. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Nishiyama R, et al. Analysis of cytokinin mutants and regulation of cytokinin metabolic genes reveals important regulatory roles of cytokinins in drought salt and abscisic acid responses and abscisic acid biosynthesis. Plant Cell. 2011;23:2169–2183. doi: 10.1105/tpc.111.087395. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Jeon J, et al. Cytokinin response factor 2 (CRF2) and CRF3 regulate lateral root development in response to cold stress in Arabidopsis. Plant Cell. 2016;28:1828–1843. doi: 10.1105/tpc.15.00909. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Cortleven A, et al. Cytokinin action in response to abiotic and biotic stresses in plants. Plant Cell Environ. 2018;42:998–1018. doi: 10.1111/pce.13494. [DOI] [PubMed] [Google Scholar]
- 33.Zhang TQ, et al. A two-step model for de novo activation of WUSCHEL during plant shoot regeneration. Plant Cell. 2017;29:1073–1087. doi: 10.1105/tpc.16.00863. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Wang J, et al. Cytokinin signaling activates WUSCHEL expression during axillary meristem initiation. Plant Cell. 2017;29:1373–1387. doi: 10.1105/tpc.16.00579. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Snipes SA, et al. Cytokinin stabilizes WUSCHEL by acting on the protein domains required for nuclear enrichment and transcription. PLoS Genet. 2018;14:e1007351. doi: 10.1371/journal.pgen.1007351. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Müller B, Sheen J. Cytokinin and auxin interaction in root stem-cell specification during early embryogenesis. Nature. 2008;453:1094–1097. doi: 10.1038/nature06943. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Gambino G, et al. Characterization of expression dynamics of WOX homeodomain transcription factors during somatic embryogenesis in Vitis vinifera. J. Exp. Bot. 2010;62:1089–1101. doi: 10.1093/jxb/erq349. [DOI] [PubMed] [Google Scholar]
- 38.Zhao S, et al. Characterization and expression analysis of WOX5 genes from wheat and its relatives. Gene. 2014;537:63–69. doi: 10.1016/j.gene.2013.12.022. [DOI] [PubMed] [Google Scholar]
- 39.Berleth T, Jurgens G. The role of the monopteros gene in organising the basal body region of the Arabidopsis embryo. Development. 1993;118:575–587. doi: 10.1242/dev.118.2.575. [DOI] [Google Scholar]
- 40.Hardtke CS, Berleth T. The Arabidopsis gene MONOPTEROS encodes a transcription factor mediating embryo axis formation and vascular development. EMBO J. 1998;17:405–1411. doi: 10.1093/emboj/17.5.1405. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Schlereth A, et al. MONOPTEROS controls embryonic root initiation by regulating a mobile transcription factor. Nature. 2010;464:913–917. doi: 10.1038/nature08836. [DOI] [PubMed] [Google Scholar]
- 42.Wójcikowska B, Gaj MD. Expression profiling of AUXIN RESPONSE FACTOR genes during somatic embryogenesis induction in Arabidopsis. Plant Cell Rep. 2017;36:843–858. doi: 10.1007/s00299-017-2114-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.García-Gómez ML, Azpeitia E, Álvarez-Buylla ER. A dynamic genetic-hormonal regulatory network model explains multiple cellular behaviors of the root apical meristem of Arabidopsis thaliana. PLoS Comput. Biol. 2017;13:e1005488. doi: 10.1371/journal.pcbi.1005488. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Horstman A, Bemer M, Boutilier K. A transcriptional view on somatic embryogenesis. Regeneration. 2017;4:201–216. doi: 10.1002/reg2.91. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Rashotte AM, et al. subset of Arabidopsis AP2 transcription factors mediates cytokinin responses in concert with a two-component pathway. Proc. Natl. Acad. Sci. 2006;103:11081–11085. doi: 10.1073/pnas.0602038103. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Hallmark HT, Rashotte AM. Review—cytokinin response factors: Responding to more than cytokinin. Plant Sci. 2019;289:110251. doi: 10.1016/j.plantsci.2019.110251. [DOI] [PubMed] [Google Scholar]
- 47.Gaj MD. Factors influencing somatic embryogenesis induction and plant regeneration with particular reference to Arabidopsis thaliana (L.) Heynh. Plant Growth Regul. 2004;43:27–47. doi: 10.1023/B:GROW.0000038275.29262.fb. [DOI] [Google Scholar]
- 48.Dussert S, et al. Integrative analysis of the late maturation programme and desiccation tolerance mechanisms in intermediate coffee seeds. J. Exp. Bot. 2018;69:1583–1597. doi: 10.1093/jxb/erx492. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Kumar V, Van Staden J. New insights into plant somatic embryogenesis: An epigenetic view. Acta Physiol. Plant. 2017;39:194–210. doi: 10.1007/s11738-017-2487-5. [DOI] [Google Scholar]
- 50.Pinto RT, Freitas NC, Máximo WPF. Genome-wide analysis, transcription factor network approach and gene expression profile of GH3 genes over early somatic embryogenesis in Coffea spp. BMC Genom. 2019;20:812. doi: 10.1186/s12864-019-6176-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Evans MM, Barton MK. Genetics of angiosperm shoot apical meristem development. Ann. Rev. Plant. Biol. 1997;48:673–701. doi: 10.1146/annurev.arplant.48.1.673. [DOI] [PubMed] [Google Scholar]
- 52.Elhiti, M. & Stasolla, C. Somatic embryogenesis: The molecular network regulating embryo formation. Somatic embryogenesis in ornamentals and its applications. (ed. Springer, New Delhi, 2016) pp. 217–229. 10.1007/978-81-322-2683-3_14.
- 53.Lécolier A, Noirot M, Escoute J, Chrestin H, Verdeil JL. Early effect of the mutation laurina on the functioning and size of the shoot apex in coffee tree and analysis of the plastochron phases: Relationship with the dwarfism of leaves. Trees. 2009;23:673–682. doi: 10.1007/s00468-008-0311-y. [DOI] [Google Scholar]
- 54.Stirnberg P, Chatfield SP, Leyser HM. AXR1 acts after lateral bud formation to inhibit lateral bud growth in Arabidopsis. Plant Physiol. 1999;121:839–847. doi: 10.1104/pp.121.3.839. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Mizukami Y, Fischer RL. Plant organ size control: AINTEGUMENTA regulates growth and cell numbers during organogenesis. Proc. Natl. Acad. Sci. 2000;97:942–947. doi: 10.1073/pnas.97.2.942. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56.Hu Y, Xie Q, Chua NH. The Arabidopsis auxin-inducible gene ARGOS controls lateral organ size. Plant Cell. 2003;15:1951–1961. doi: 10.1105/tpc.013557. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Cabrera-Ponce JL, et al. Stress induced acquisition of somatic embryogenesis in common bean Phaseolus vulgaris L. Protoplasm. 2014;252:559–570. doi: 10.1007/s00709-014-0702-4. [DOI] [PubMed] [Google Scholar]
- 58.Murashige T, Skoog F. A revised medium for rapid growth and bioassays with tobacco tissue cultures. Physiol. Plant. 1962;15:473–497. doi: 10.1111/j.1399-3054.1962.tb08052.x. [DOI] [Google Scholar]
- 59.Chumpookam J, Lin HL, Shiesh CC. Effect of smoke-water derived from burnt dry rice straw (Oryza sativa) on seed germination and growth of papaya seedling (Carica papaya) Cultivar “Tainung No. 2”. Hort. Sci. 2012;47:741–744. doi: 10.3390/plants8040104. [DOI] [Google Scholar]
- 60.Livak KJ, Schmittgen TD. Analysis of relative gene expression data using real-time quantitative PCR and the 2(−Delta Delta C(T)) Method. Methods. 2001;25:402–408. doi: 10.1006/meth.2001.1262. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.