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Article

Enhancing In Vitro Production of the Tree Fern Cyathea delgadii and Modifying Secondary Metabolite Profiles by LED Lighting

by
Wojciech Tomaszewicz
1,*,
Monika Cioć
2,
Katarzyna Dos Santos Szewczyk
3,
Małgorzata Grzyb
1,
Wioleta Pietrzak
3,
Bożena Pawłowska
2 and
Anna Mikuła
1
1
Center for Biological Diversity Conservation in Powsin—Polish Academy of Sciences Botanical Garden, Prawdziwka 2, 02-973 Warsaw, Poland
2
Department of Ornamental Plants and Garden Art, University of Agriculture in Krakow, 29 Listopada 54, 31-425 Kraków, Poland
3
Department of Pharmaceutical Botany, Medical University of Lublin, Chodźki 1, 20-093 Lublin, Poland
*
Author to whom correspondence should be addressed.
Submission received: 3 January 2022 / Revised: 28 January 2022 / Accepted: 28 January 2022 / Published: 30 January 2022

Abstract

:
The tree ferns are an important component of tropical forests. In view of this, the enhancement of in vitro production of these plants is needed. Thus, the effect of different light-emitting diodes (LEDs) as well as control fluorescent lamps (Fl) and a 3-week-long period of darkness at the beginning of in vitro culture on micropropagation of the tree fern Cyathea delgadii Sternb. was analysed. Moreover, the photosynthetic pigment content and secondary metabolite profiles were estimated. The period of darkness contributed to a high production of somatic embryo-derived sporophytes and a low production of gametophytes. The formation of new sporophytes was stimulated by RBY (35% red, 15% blue, and 50% yellow) and B (100% blue) lights when the stipe explants or whole young sporophytes were used in the culture, respectively. The elongation of the roots and leaves was stimulated by RBfR light (35% red, 15% blue, and 50% far red), while root production increased under RBY light. The RB (70% red and 30% blue) and B lights stimulated the accumulation of chlorophyll better than Fl light. The most abundant metabolite found in the plant extracts was trans-5-O-caffeoylquinic acid (1.013 µg/mg of dry weight). The extract obtained from plants growing in a greenhouse had the best antioxidant activity.

1. Introduction

Light is an energy source for photosynthesis and also acts as an environmental factor in photomorphogenesis, affecting growth and development of plants [1]. Light is perceived by photoreceptors, including cryptochromes and phototropins, responding to blue and UV-A light and phytochromes, which react with red and far-red light [2]. Fluorescent lamps are conventionally used in plant tissue culture laboratories as a light source; however, they emit a redundant wide range of wavelengths [3,4]. Light-emitting diodes (LEDs) are an alternative to them in in vitro culturing. They are characterised by controlled narrow-spectrum illumination, which can provide only wavelengths that match to plant photoreceptors. LEDs also have a longer lifespan and lower heat emission in comparison to fluorescent lamps [3,5,6]. Many studies on seed plants have demonstrated the influence of different light spectra generated by LEDs on shoot and root formation, leaf anatomy, somatic embryo induction, chlorophyll content, and accumulation of secondary metabolites [7,8,9,10].
The tree ferns represent an important component of tropical forests [11,12]. Due to habitat loss and overexploitation, this splendid and relic group is surging towards rarity in their natural habitat, and for this reason they were placed under the appendix II of CITES (Convention of International Trade in Endangered Species of Wild Fauna and Flora) [13]. Tree ferns play an important role in human life due to their ornamental, food, and medical applications [14,15,16]. It has been shown that the extracts from the Cyathea genus plants have such properties as antimicrobial [17], larvicidal [18], phytotoxic [19], hepatoprotective [20], and antioxidant [21]. Thus, to fulfil the demand for the tree ferns, alternative ways for their propagation are increasingly being developed. According to our knowledge, 27 tree fern species have been introduced to in vitro cultures. The majority of them are represented by ferns from the Cyathea genus: C. atrovirens, C. australis, C. brownie, C. capensis, C. contaminans, C, cooperi, C. corcovadensis, C. cunninghamii, C. dealbata, C. delgadii, C. dregei, C. gigantea, C. leichhardtiana, C. lepifera, C. phalerata, C. robertsiana, C. schanschin, C. smithii, and C. spinulosa [22,23,24,25,26,27]. The in vitro cultures were also established for Dicksonia antarctica, D. fibrosa, D. sellowiana, Cibotium glaucum, Ci. schiedei, Ci. barometz, Blechnum brasiliense, and Alsophila odonelliana [27,28,29]. Tree ferns were multiplied in vitro, e.g., by zygotic embryogenesis [24], somatic embryogenesis (SE) [30], apogamy [31], organogenesis [32] and through the formation of green globular bodies [29]. Among these methods, SE is still poorly understood, although it seems to be a very efficient way to obtain ferns in in vitro cultures.
The production of tree fern C. delgadii via SE can be affected by several factors, such as explant type, composition of culture medium, photoperiod, and stress treatment [33,34]. The etiolation of donor plants is the most important factor influencing fern SE, since nonetiolated plants are not able to produce somatic embryos [33]. Etiolation changes the endogenous hormone and carbohydrate contents leading to the acquisition of embryogenic competence of epidermal cells of stipe explants [35]. Moreover, it was shown that light stimulates the production of gametophytes and has an impact on the development of juvenile plants [33]. Previous studies on the effect of light on ferns have focused mainly on spore germination [22,36], gametophyte development [36,37], phototropism [38], chloroplast relocation [39], and stomata opening [40], while knowledge about its impact on micropropagation and the accumulation of secondary metabolites in ferns is still lacking.
In the present study, we examined the influence of different LED light spectra, fluorescent lamps, and darkness on the sporophyte and gametophyte production and development in C. delgadii. Moreover, we analysed the photosynthetic pigment and secondary metabolite profiles and antioxidant activity of extracts prepared from plants growing under different light conditions.

2. Materials and Methods

2.1. Plant Material and Culture Conditions

The etiolated 5-month-old sporophytes of C. delgadii with 3–4 developed leaves were used as the source of plant material. They were cultured on hormone-free half-strength macro- and micronutrients Murashige and Skoog’s medium (1/2 MS) [41] supplemented with full composition of vitamins and 2% (w/v) sucrose. The medium was solidified with 0.7% plant agar. Its pH was adjusted to 5.8 before autoclaving. Fifty mL of the medium was poured into glass jars of 190 mL each. The cultures of donor sporophytes as well as experimental cultures were maintained in a climatic chamber at 24 ± 1 °C.
In the first experiment, the stipe explants measuring 2.5 mm in length, excised from the youngest leaves of etiolated sporophytes, were used for the culture initiation [34]. They were cultured on 1/2 MS medium supplemented with 1% (w/v) sucrose: (1) for 8 weeks under 16/8 h light/dark (8L) at different light qualities (as listed below) or (2) for the first 3 weeks under 24 h dark and then for the next 5 weeks under 16/8 h light/dark (3D/5L, light qualities listed below). Three Petri dishes, each with 20 explants, were cultured per light treatment.
The plant material was treated with nine light quality combinations:
(1)
Fl—fluorescent lamps (Philips TL-D 36W/54)
(2)
B—100% blue LED light (430 nm)
(3)
R—100% red LED light (670 nm)
(4)
RB—combination of red and blue LED lights (70%/30%)
(5)
RBfR—combination of red, blue, and far-red (730 nm) LED lights (35%/15%/50%)
(6)
RBY—combination of red, blue, and yellow (600 nm) LED lights (35%/15%/50%)
(7)
RBUV—combination of red, blue, and UV (400 nm) LED lights (35%/15%/50%)
(8)
RBG—combination of red, blue, and green (528 nm) LED lights (35%/15%/50%)
(9)
Wh—white LED (1:1:1 2700 K:4500 K:5700 K)
Specially designed and constructed LED panels were used for the experiments [9]. Lighting parameters were set by digital DMX-512 protocol. The light intensity and quality were adjusted using an LI-250A light meter with a Q 50,604 sensor (LI-COR, Lincoln, NE, USA) and a BTS256 spectrometer (Gigahertz-Optik, Türkenfeld, Germany). The photosynthetic photon flux density (PPFD) was set at 40 μmol m−2 s−1 in all treatments (excluding the period of darkness).
In the second experiment, whole etiolated 5-month-old sporophytes of C. delgadii with 3–4 developed leaves were placed in 500 mL glass jars with 80 mL of 1/2 MS supplemented with 2% (w/v) sucrose. They were cultured for 6 months under 16/8 h light/dark using 4 light combinations: Fl, B, R, and RB. The regenerative ability and morphology of plants were characterised after 6 months of the culture. Six jars, each with four initial sporophytes, were conducted for each tested light quality.
The analysis of photosynthetic pigments was conducted after 2 months of the culture of whole sporophytes. Moreover, analysis of phenolic acids and flavonoids was performed for plant extracts prepared from initial sporophytes (etiolated, with 3–4-leaves) of C. delgadii, plants obtained after 6-month-long culture under fluorescent lamps and LEDs, and the mature plants (both aerial and underground parts) growing in the greenhouse of the University of Warsaw Botanic Garden (Warsaw, Poland).

2.2. Evaluation of Regenerative Ability

In the C. delgadii stipe explants, the influence of light conditions on the efficiency of sporophytogenesis and gametophytogenesis as well as the sporophyte development were measured after 8 weeks of culture, while the ability of whole etiolated sporophytes to multiplicate and produce new plants was described after 6 months of the culture. The analysed parameters with methods of their calculation are summarised in Table 1.
The visualisation of regeneration ability was made using stereo microscope (Olympus SZH, Tokyo, Japan) and photographed by camera (Olympus SC30, Tokyo, Japan) with conducted computer program (cellSens Standard).

2.3. Content of Photosynthetic Pigments

The level of photosynthetic pigments was measured with a spectrophotometric method. Cut leaf samples (200 mg) were homogenised in a mortar and dissolved in 80% acetone. After filtration, the absorbance was measured using a UV/VIS Helios Alpha spectrophotometer (Unicam Ltd., Cambridge, UK). The absorbance was measured at the following wavelength maxima: 663.2 nm, 646.8 nm, and 470 nm for chlorophyll a, chlorophyll b, and carotenoids, respectively. The content of chlorophyll a, chlorophyll b, and total carotenoids was calculated according to the methodology of Lichtenthaler and Buschmann [42] and total chlorophyll according to the work of Khasanah and Maryani [43]. Tree biological replicates were processed per light condition.

2.4. Secondary Metabolite Extraction

The plants (both aerial and underground parts) were frozen (−80 °C) and extracted by sonication at controlled temperature (40 ± 2 °C) for 30 min with a mixture of methanol–acetone–water (3:1:1, v/v/v; 3 × 50 mL). The combined extracts were then filtered, evaporated under reduced pressure, and lyophilised in a vacuum concentrator (Free Zone 1 apparatus; Lab-conco, Kansas City, MO, USA) to obtain dried residues. Six biological replicates were processed per light condition.

2.5. LC-ESI-MS/MS Analysis of Phenolic Acids and Flavonoids

The contents of phenolic acids and flavonoids were analysed by high-performance liquid chromatography coupled with electrospray ionisation mass spectrometry (LC-ESI-MS/MS), using the slightly modified method previously described by Pietrzak et al. [44]. An Agilent 1200 Series HPLC system (Agilent Technologies, Santa Clara, CA, USA) connected to a 3200 QTRAP Mass spectrometer (AB Sciex, Redwood City, CA, USA) with electrospray ionisation source (ESI) operating in negative-ion mode were used for all analytes. Both were controlled with Analyst 1.5 software (AB Sciex, Framingham, MA, USA), which was also used for data interpretation.
Separation of phenolics was carried out at 25 °C, on a Zorbax SB-C18 column (2.1 × 100 mm, 1.8 mm particle size; Agilent Technologies, Santa Clara, CA, USA). The mobile phase consisted of 0.1% aqueous formic acid (solvent A) and acetonitrile with 0.1% formic acid (solvent B). The injection volume was 3 µL, and the flow rate was 300 µL/min. The gradient was changed as follows: 0–2 min—20% B; 3–4 min—25% B; 5–6 min—35% B; 8–12 min—65% B; 14–16 min—80% B; and 20–28 min −20% B.
The ESI-MS worked in negative ion mode, and the parameters were: capillary temperature 450 °C, curtain gas at 30 psi, nebuliser gas at 50 psi, and source voltage−4500 V for determination of phenolic acids and flavonoid compounds.
Triplicate injections were made for each standard solution and sample. The limits of detection (LOD) and quantification (LOQ) for all analytes were determined at a signal-to-noise ratio of 3:1 and 10:1, respectively. Qualitative identification of compounds was done by comparison of the MS/MS spectra and LC retention time with the corresponding standards tested under the same conditions. The calibration curves obtained in MRM mode were used for quantification of all analytes.

2.6. Antioxidant Activity Assays

All analyses were done using 96-well microplates (Nunclon, Nunc, Roskilde, Denmark) and were measured in an ELISA Reader Infinite Pro 200F (Tecan Group Ltd., Männedorf, Switzerland).
Scavenging of DPPH (2,2-diphenyl-1-picryl-hydrazyl) radical was measured using method of Olech et al. [45]. The absorbance was controlled at 517 nm after 30 min incubation at 28 °C. Ascorbic acid was used as a positive control.
Scavenging of ABTS●+ (2,2′-azinobis [3-ethylbenzthiazoline]-6-sulfonic acid) was examined using previously described method [45]. The absorbance was controlled at 734 nm. Ascorbic acid was used as a positive control.
The metal chelating activity was evaluated by the method described by Guo and co-authors [46] and modified by Szewczyk et al. [47]. The absorbance was controlled at 562 nm. EDTA (ethylenediaminetetraacetic acid) was used as a positive control.
Antioxidant activity was also estimated using the β-carotene bleaching method described previously by Deba et al. [48]. The absorbance was controlled at 470 nm. Butylated hydroxytoluene (BHT) was used as a positive control.
The antioxidant capacity in all performed assays was expressed as EC50, which is the concentration of extract or standard required to achieve 50% antioxidant activity. Each assay was repeated three times.

2.7. Statistical Analysis

Data were analysed statistically using Statistica version 13 and PQStat software. When data fulfilled the assumptions of normality and homoscedasticity, an analysis of variance (ANOVA) was performed followed by the Duncan’s post hoc multiple range test (at p ≤ 0.05). When data were not normally distributed, a Kruskal–Wallis test was performed followed by Dunn–Bonferroni post hoc test to identify significant differences (at p ≤ 0.05).

3. Results

3.1. Efficiency of Sporophyte and Gametophyte Production on the Stipe Explants

The light conditions, under which the cultures of the C. delgadii stipe explants were initiated, affected the efficiency of the sporophyte and gametophyte production (Figure 1). The ratio of explants with sporophytes was similar for eight of the nine tested light qualities when explants were cultured with a 3-week-long dark period (3D/5L). In the case of the cultures without this period (8L), the stimulatory effect on this parameter was revealed for RBG and Wh lights (Figure 1A). Under RBY light (3D/5L), the number of sporophytes produced was the greatest (equal to 20.6) (Figure 1B,C). A statistical analysis revealed that the ratio of explants with sporophytes and the number of sporophytes per explant were two and three times greater, respectively, under 3D/5L photoperiod conditions in comparison to photoperiod 8L. Moreover, RBY and RBG lights stimulated sporophytogenesis regardless of the photoperiod conditions (Figure 1D).
Gametophytes were the most frequently obtained in the cultures under photoperiod 8L and RB, RBG and Wh lights (Figure 1D–F). The mass production of gametophytes occurred under six of the nine tested light spectra, i.e., Fl, B, R, RB, RBY, and RBG (Figure 1G). A statistical analysis confirmed that RB light was the most suitable for the gametophyte formation with high effectiveness (Figure 1D,E).

3.2. Effect of Light Quality and Photoperiod on the Development of Sporophytes Obtained on the Stipe Explants

Light conditions affected the biometrical properties of the C. delgadii sporophytes (Figure 2). The greatest ratio of sporophytes with a developed leaf blade was obtained under the RBfR light spectrum in the culture without a 3-week-long dark period (Figure 2A). The lowest ratio of sporophytes with a developed leaf blade was obtained under RBUV light (8L) (Figure 2B); however, most of the tested light conditions had a positive influence on this parameter (Figure 2B,C). The RBfR light (8L) promoted the elongation of leaves. Under this light, the mean length of the longest leaf was equal to 3.2 mm (Figure 2D). The number of roots was stimulated by the RBY light spectrum (8L) (Figure 2E). The mean length of the roots under RBfR (8L) light was enhanced in comparison to most of the other light conditions and equalled 3.5 mm (Figure 2F).

3.3. Effect of Light Quality on the Sporophyte Production on Whole Etiolated Sporophytes

When whole etiolated 5-month-old sporophytes of C. delgadii (Figure 3A) were moved to a fresh medium and cultured under 16/8 h photoperiod conditions using four light combinations (Fl, B, R, and RB), their leaves developed and formed a typical leaf blade (Figure 3B). Their development was accompanied by the proliferation of cells and formation of new sporophytes.
After 3 weeks of culture, intensive proliferation was visible at the base of these sporophytes (Figure 3C). One week later, somatic embryos were observed at those locations (Figure 3D). After 5 weeks of culture, the somatic embryos were also formed on the internodes located between the first and second leaf of the sporophytes (Figure 3E). Long roots of the initial sporophytes were abundantly observed (Figure 3F). The somatic embryo-derived juvenile sporophytes rapidly developed, and their roots and well-developed leaf blades were noticed after 7 and 8 weeks of culture, respectively (Figure 3G,H).
The light quality had an influence on the proliferation of new sporophytes and their development (Figure 4). After 6 months of culture, there was no statistical difference between the fresh weight of plants obtained under control Fl light (1.62 g) and B light (1.1 g). In the B light spectrum, the number of newly-formed sporophytes per initial sporophyte was the greatest (315.2), and it was 2.7, 9, and 18.2 times greater than under the Fl, RB, and R lights, respectively (Figure 4A). The B, R, and RB lights did not affect the development of leaves as compared to the Fl light (Figure 4B). The number and the length of leaves were stimulated by the R light (Figure 4C). The tested LEDs had no influence on the number of roots in comparison to the Fl light. The length of the root was stimulated by the Fl and R lights and was equal to 2.13 and 1.83 cm, respectively (Figure 4D).

3.4. Photosynthetic Pigment Content

The photosynthetic pigment contents varied depending on the light quality under which the sporophytes developed (Figure 5). The production of a, b, and total chlorophyll was the greatest under the B and RB light spectra. Under all tested light qualities, carotenoids were accumulated in lower quantities than total chlorophyll. The greatest carotenoid content was observed under the B light spectrum, and it was equal to 2.39 μg g−1 fresh weight. The R light used alone was ineffective for the accumulation of all photosynthetic pigments studied here.

3.5. Secondary Metabolite Profiles

To describe the influence of different light conditions on the accumulation of the potentially active compounds in the C. delgadii tissues, the LC-ESI-MS/MS analysis of their extracts was conducted. Only 11 of the 23 analysed compounds were found in the extracts at a content equal to or higher than the limit of quantification (Table 2). The rest of the analysed secondary metabolites are listed in Supplementary Table S1. The plants cultured under F light were characterised by the greatest content of the five tested compounds (i.e., protocatechuic acid, cis-5-O-caffeoylquinic acid, caffeic acid, quercitrin, and naringenin 7-O-glucoside). In turn, the plants growing under the B light spectrum had the greatest content of four compounds (i.e., rutin, isoquercetin, nicotiflorin, and astragalin). The content of trans-5-O-caffeoylquinic acid was the greatest under RB light (1.0129 µg/mg of dry weight). It was the most abundant metabolite found in the extracts. Among all the tested flavonoid aglycones, only prunetin was detected. Plants from the greenhouse accumulated the lowest number of tested secondary metabolites (only three) and at a low content.

3.6. Antioxidant Activity of Plants Extracts

The extracts obtained from C. delgadii growing in the greenhouse and under Fl light had the ability to neutralise the DPPH free radical comparable to ascorbic acid used as a positive control (Table 3). In turn, these two extracts had a moderate ability to scavenge the ABTS●+ radical cation, since the EC50 values were lower than for ascorbic acid; however, these were the best results among all the tested extracts. Each tested extract had a worse ferrous chelating effect in comparison to EDTA (positive control). In the carotene bleaching protocol, the extract from plants growing in the greenhouse inhibited the oxidation of linoleic acid the most (EC50 = 22.68 mg/mL).

4. Discussion

4.1. Effect of Light Conditions on the Production of Somatic Embryo-Derived Plantlets

Our previous research showed that light conditions, in which C. delgadii plants grow in vitro, regulate the regenerative ability of explants excised from these plants. To trigger embryogenic competence of explants, a long-term culture of donor plants in constant darkness is required [30]. This treatment changes the hormonal status of stipe explants and allows their cells to form somatic embryos [35]. Etiolated C. delgadii plants are capable of SE in both dark and light [33]. In this research, we showed that a period of darkness at the beginning of the culture of C. delgadii stipe explants enhanced SE. Similarly, the positive effect of the culture conducted in the dark has been previously shown for the production of somatic embryos of Pelargonium x hortorum Bailey and Coffea arabica [49,50].
The number of studies testing the influence of a wide range of light spectra on induction of SE is limited. In our study, we indicated that the ratio of explants able to form somatic embryos is high under RBY and RBG light, and under these two lights, the number of sporophytes formed by the explant cells of C. delgadii was the highest, regardless of the photoperiod conditions (Figure 1D). In turn, the combination that enhanced the highest total number of somatic embryos obtained from callus of Peucedanum japonicum consisted of red and blue lights [8], while the combination of red and far-red lights was the most efficient for somatic embryo production in Doritaenopsis hybrid [51]. These results indicate that the light spectrum may cause a different embryogenic response depending on the plant species or genotype.
The excision of the explant is not necessary to induce SE in C. delgadii. It has been previously shown that whole etiolated plants are able to develop somatic embryos when maintained in an aging culture [30]. In the present study, our analysis of the influence of light on initial sporophytes showed that the weight of multiplied plants was not statistically different under the control Fl light and B light. In turn, the use of fluorescent lamps in Withania somnifera cultures increased the fresh weight of propagated plants when compared to the tested LED lights [52]. The B light promoted the number of new somatic-embryo-derived sporophytes of C. delgadii. This light also had a positive impact on the direct SE of Dianthus caryophyllus [53].

4.2. Effect of Light Conditions on Plant Development

4.2.1. Leaves

In C. delgadii, a 3-week-long period of darkness at the beginning of the culture resulted in reduced development of leaves. It is in line with the results obtained for Lippia alba [54]. Most of the tested light combinations resulted in similar ratios of sporophytes with a developed leaf blade, excluding R light that significantly inhibited this parameter. As previously shown, red light may inhibit the mesophyll tissue thickness and leaf density [55]. This light may cause the collapse of mesophyll cells and a reduction in leaf blades [56]. In C. delgadii, however, the number of leaves under R light was greater than under Fl, RB, and B lights (Figure 4C). A similar effect of red light was also observed in Taraxacum officinale and Protea cynaroides [57,58].
The 8-week-long culture of C. delgadii stipe explants under B light had a better impact on leaf elongation in comparison to Fl light (Figure 2D); however, an opposite effect of this light on the multiplication of somatic embryos on the whole initial sporophytes was observed (Figure 4C). Similarly, Santos Lazzarini et al. [59] demonstrated various responses of two types of Lippia gracilis explants, namely, apical and nodal segments, under light treatments. Thus, our results provide evidence that the influence of a specific light spectrum depends on the type of plant material used in a culture.

4.2.2. Roots

Research on the influence of light on plants propagated in in vitro cultures has shown not only the impact on biometric parameters of leaves, but also on roots. In nature, roots grow in the dark since the light penetrate less than 4 mm through the soil [60]; however, roots of plants growing in transparent media are directly illuminated [61]. The development of root systems in laboratory conditions usually enhances the survival rate in the subsequent acclimatisation to the natural environment [62]. Light induces root growth by providing sugars and auxin transported from aerial parts of plants [63,64]. The production of the roots by C. delgadii sporophytes was the most efficient under RBY light. In turn, Su et al. [65] showed the opposite effect of yellow light for root formation in Cucumis sativus. The root elongation of C. delgadii was the most stimulated by RBfR and R lights. Similar to our study, the elongation of roots under a combination of red, blue, and far-red light was observed in Oncidium plantlets [66], while elongation under red light was noticed in T. officinale and P. amboinicus [57,67].

4.3. Effect of Light Conditions on Fern Gametophyte Production

The culture conditions for gametophyte formation are important for effective fern propagation because the gametophyte is the most sensitive stage in the life cycle of ferns [68]. Knowledge about the influence of different light qualities on the process of gametophytogenesis is lacking. Similar to studies on C. delgadii, the darkness inhibited the formation of gametophytes of C. corcovadensis [36] and Adiantum reniforme var. sinense [68]. Previous studies indicated that the gametophytes of fern Adiantum capillus-veneris contain blue-light receptors and a red-light receptor [69,70]. Red and blue lights could have an impact on the shape of gametophytes [71] as well as on the shape of their cells [37]. These findings are consistent with our results since RB light was beneficial for gametophyte production. Furthermore, our research indicated that gametophyte production of C. delgadii was also favoured by RBG light. However, the growth of gametophytes was very slow in green light in Pteridium aquilinum [72].
Previous studies demonstrated that UV light had a negative effect on the growth of the gametophytes of Cheilanthes rufa and Acrostichum danaeifolium [73,74]. Such results were observed in our study when C. delgadii explants were cultured under RBUV light.

4.4. Effect of Light Quality on Content of Photosynthetic Pigments

The content of photosynthetic pigments in C. delgadii was dependent on the tested light conditions. We indicated that both B and RB lights were the best for chlorophyll biosynthesis, while R light was not effective in the accumulation of any photosynthetic pigments. The results are consistent with studies showing that plants grown under blue light had a more compact shape and a higher chlorophyll content at the same time in comparison to plants grown under red light [75,76,77]. It has been reported that an accumulation of photosynthetic pigments was lower in plants of Gerbera jamesonii and Myrtus communis multiplied under R light from the same LED panel as used in our research [9,78]. Plants with a high chlorophyll content are more resistant to abiotic stresses, which positively impacts their yield [79]. The chlorophyll content was correlated with the thickness of the spongy mesophyll of leaf blades in gerbera [80]. According to Liu et al. [81], the chloroplasts of Solanum lycopersicum were well developed under blue light, while red light caused their dysplasia. Blue light enhanced the biosynthesis of chlorophyll precursors in Chinese cabbage [75]. Miao et al. [82] showed that this light plays a role in maintaining photosystem I and II activity and photosynthetic electron transport capacity in cucumber. The results for C. delgadii showed that B light was also the most effective for the accumulation of carotenoids. Similarly, the results obtained by Simlat et al. [83] in Stevia rebaudiana and by Zheng and van Labeke [84] in Sinningia speciosa cultures showed that the accumulation of carotenoids was stimulated by the blue light spectrum.

4.5. Effect of Light Quality on Secondary Metabolite Production and Their Antioxidant Activity

Secondary metabolites are compounds that play an important role in the interaction of plants with their environment [85]. Therefore, it is not surprising that their biosynthesis in plant tissues is modified by changing environmental conditions including light [86]. In our research, the secondary metabolite with the highest content in C. delgadii tissues was 5-O-caffeoylquinic acid (often referred to as chlorogenic acid). This acid is known for its wide range of beneficial properties for human health, including anti-inflammatory, antioxidant, antimicrobial, anticancer, and neuroprotective [87]. In C. delgadii plants, B light was the most efficient for the accumulation of flavonoid glycosides, such as astragalin and rutin. A stimulatory effect of this light quality on the accumulation of secondary metabolites was also noticed for other species, e.g., Rhodiola imbricate [88] and Capsicum annuum [89]. Wang et al. [90] indicated that blue light-responsive genes were related to flavonoid synthesis in tea plants.
Some of the secondary metabolites identified in C. delgadii tissues were also noticed in other species belonging to Cyathea genus. Astragalin was accumulated by C. fauriei, C. martensiana, C. leichhardtiana, C. podophylla, and C. hancockii [91]. Moreover, the last two species accumulated nicotiflorin [91], while rutin was identified in C. crinita [18].
Environmental stresses, such as pathogen attacks and UV-B radiation, led to an enhancement of reactive oxygen species (ROS) production in plants. Excessive ROS generation causes oxidative damage of cells leading to their death. Antioxidant agents, including enzymatic (e.g., superoxide dismutase) and nonenzymatic components (e.g., phenolic compounds and carotenoids) can help to overcome this oxidative damage [92]. In our research, extracts from plants growing in the greenhouse had the best antioxidant activity, probably linked to increased tolerance of these plants to environmental stresses. Taking into consideration that C. delgadii plants cultured under the B light spectrum were rich in secondary metabolites and weak in antioxidant activity, we supposed that antioxidant activity of this species may relate to some phenolics not analysed in our research or with enzymatic scavengers; however, further research is needed to confirm this.

5. Conclusions

These studies confirm that light is a critical factor for in vitro cultures of the tree ferns since it affects the growth and development of the C. delgadii plants as well as their photosynthetic pigments and secondary metabolite accumulation. Our studies indicate that a period of darkness applied for the induction of SE in fern contributes to a high production of new sporophytes and a low production of gametophytes. The influence of light quality on plant development depends on the type of plant material used for the culture induction. The RBY and B lights were found to be the most efficient for a high production of somatic embryo-derived sporophytes when stipe explants and whole young sporophytes were cultured, respectively (Figure 6). Moreover, root production is stimulated by RBY light. The RBfR light is effective for the elongation of roots and leaves and for the development of leaves. The RB light is the best light quality for gametophyte mass production. The RB and B lights stimulate the accumulation of chlorophyll in fern sporophytes better than Fl light. The Fl, B, and RB lights are effective for the accumulation of secondary metabolites. The results are helpful for the improvement of micropropagation conditions of ferns and show that metabolite accumulation can be controlled by different light spectra.

Supplementary Materials

The following supporting information can be downloaded at: https://0-www-mdpi-com.brum.beds.ac.uk/article/10.3390/cells11030486/s1, Table S1. The list of secondary metabolites analysed in the extracts from Cyathea delgadii, growing under various light conditions, but not detected or at a concentration higher than the limit of detection but lower than the limit of quantification.

Author Contributions

W.T., M.C., K.D.S.S., M.G. and W.P. were involved in experimental work; W.T., M.C. and K.D.S.S. conducted the data analysis; W.T. prepared draft of the manuscript; All authors were involved in editing the manuscript and approved its final version; A.M. and B.P. supervised the project; A.M. designed the experiments. All authors have read and agreed to the published version of the manuscript.

Funding

This research received no external funding.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

The data sets generated for this study are available on request from the corresponding author.

Acknowledgments

We thank Barbara Prokopiuk for help with the analysis of the photosynthetic pigment content.

Conflicts of Interest

The authors declare no conflict of interest.

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Figure 1. The influence of light quality and photoperiod on the efficiency of sporophytogenesis and gametophytogenesis after 8 weeks of culture of the Cyathea delgadii stipe explants. (A) The ratio of explants with sporophytes and (B) the number of sporophytes. (C) The picture of juvenile sporophytes developed after 3D/5L treatment under RBY LED light. (D) Separation of significantly different mean values of described parameters for light quality and photoperiod used in the cultures. (E) Mass gametophyte production after culture under RB LED light (8L). (F) The ratio of explants with gametophytes and (G) mass-produced gametophytes. Fl—control light: fluorescence Philips TL-D 36W/54 lamps; B—100% blue LED light (430 nm); R—100% red LED light (670 nm); RB—combination of red (70%) and blue (30%) LED lights; RBfR—combination of red, blue, and far-red (730 nm) LED lights (35%/15%/50%); RBY—combination of red, blue, and yellow (600 nm) LED lights (35%/15%/50%); RBUV—combination of red, blue, and UV (400 nm) LED lights (35%/15%/50%); RBG—combination of red, blue, and green (528 nm) LED lights (35%/15%/50%); Wh—white LED (1:1:1 2700K:4500K:5700K); 8L—8-week-long culture under 16/8 h light/dark; 3D/5L—5-week-long culture under 16/8 h light/dark preceded by 3-week-long culture under 24 h dark; Mean ± standard deviations marked by different letters are significantly different (p ≤ 0.05) following Duncan’s multiple range test; Significant effect: ** p ≤ 0.05; *** p ≤ 0.01; G—gametophyte, S—sporophyte.
Figure 1. The influence of light quality and photoperiod on the efficiency of sporophytogenesis and gametophytogenesis after 8 weeks of culture of the Cyathea delgadii stipe explants. (A) The ratio of explants with sporophytes and (B) the number of sporophytes. (C) The picture of juvenile sporophytes developed after 3D/5L treatment under RBY LED light. (D) Separation of significantly different mean values of described parameters for light quality and photoperiod used in the cultures. (E) Mass gametophyte production after culture under RB LED light (8L). (F) The ratio of explants with gametophytes and (G) mass-produced gametophytes. Fl—control light: fluorescence Philips TL-D 36W/54 lamps; B—100% blue LED light (430 nm); R—100% red LED light (670 nm); RB—combination of red (70%) and blue (30%) LED lights; RBfR—combination of red, blue, and far-red (730 nm) LED lights (35%/15%/50%); RBY—combination of red, blue, and yellow (600 nm) LED lights (35%/15%/50%); RBUV—combination of red, blue, and UV (400 nm) LED lights (35%/15%/50%); RBG—combination of red, blue, and green (528 nm) LED lights (35%/15%/50%); Wh—white LED (1:1:1 2700K:4500K:5700K); 8L—8-week-long culture under 16/8 h light/dark; 3D/5L—5-week-long culture under 16/8 h light/dark preceded by 3-week-long culture under 24 h dark; Mean ± standard deviations marked by different letters are significantly different (p ≤ 0.05) following Duncan’s multiple range test; Significant effect: ** p ≤ 0.05; *** p ≤ 0.01; G—gametophyte, S—sporophyte.
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Figure 2. The influence of light conditions on the sporophyte development of Cyathea delgadii after 8-week-long culture of stipe explants. (A) The ratio of sporophytes with a developed leaf and (B) developed leaf blade. (C) Picture of well-developed leaf blade obtained under RBfR LED light (8L). (D) Length of the longest leaf. (E) Root production. (F) Length of the roots. Fl—control light: fluorescence Philips TL-D 36W/54 lamps; B—100% blue LED light (430 nm); R—100% red LED light (670 nm); RB—combination of red (70%) and blue (30%) LED light; RBfR—combination of red, blue, and far-red (730 nm) LED lights (35%/15%/50%); RBY—combination of red, blue, and yellow (600 nm) LED lights (35%/15%/50%); RBUV—combination of red, blue and UV (400 nm) LED lights (35%/15%/50%); RBG—combination of red, blue, and green (528 nm) LED lights (35%/15%/50%); Wh—white LED (1:1:1 2700K:4500K:5700K); 8L—8-week-long culture under 16/8 h light/dark; 3D/5L—5-week-long culture under 16/8 h light/dark preceded by 3-week-long culture under 24 h dark; Mean ± standard deviations marked by different letters are significantly different (p ≤ 0.05) following Duncan’s multiple range test.
Figure 2. The influence of light conditions on the sporophyte development of Cyathea delgadii after 8-week-long culture of stipe explants. (A) The ratio of sporophytes with a developed leaf and (B) developed leaf blade. (C) Picture of well-developed leaf blade obtained under RBfR LED light (8L). (D) Length of the longest leaf. (E) Root production. (F) Length of the roots. Fl—control light: fluorescence Philips TL-D 36W/54 lamps; B—100% blue LED light (430 nm); R—100% red LED light (670 nm); RB—combination of red (70%) and blue (30%) LED light; RBfR—combination of red, blue, and far-red (730 nm) LED lights (35%/15%/50%); RBY—combination of red, blue, and yellow (600 nm) LED lights (35%/15%/50%); RBUV—combination of red, blue and UV (400 nm) LED lights (35%/15%/50%); RBG—combination of red, blue, and green (528 nm) LED lights (35%/15%/50%); Wh—white LED (1:1:1 2700K:4500K:5700K); 8L—8-week-long culture under 16/8 h light/dark; 3D/5L—5-week-long culture under 16/8 h light/dark preceded by 3-week-long culture under 24 h dark; Mean ± standard deviations marked by different letters are significantly different (p ≤ 0.05) following Duncan’s multiple range test.
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Figure 3. The proliferation of new sporophytes via somatic embryogenesis on whole etiolated 5-month-old sporophytes of Cyathea delgadii during culture under 16/8 h photoperiod conditions under fluorescent light. (A) initial sporophyte with reduced leaf blades. (B) Sporophyte with well-developed leaf blades after 3 weeks of the culture. (C) Intensive proliferation at the base of the initial sporophyte, and embryo structures protruding above its surface (magnification of the picture (B) after 3 weeks of the culture. (D) Somatic embryos at the base of initial sporophyte after 4 weeks of the culture. (E) Somatic embryos formed at the base of sporophyte and on the internode between 1st and 2nd leaf after 5 weeks of the culture. (F) Long roots of initial sporophytes (R1) after 6 weeks of the culture. (G) Somatic embryo-derived sporophytes with differentiated roots (R2) after 7 weeks of the culture. (H) Well-developed somatic embryo-derived sporophytes after 8 weeks of the culture. 1—first leaf, 2—second leaf, 3—third leaf, 4—fourth leaf, B—base of sporophyte, Ip—intensive proliferation, In—internode, Is—initial sporophyte, Lb—leaf blade, Ls—leaf stipe, P—leaf primordium, R1—root of initial sporophyte, R2—root of somatic embryo-derived sporophyte, Se—somatic embryo, Ss—somatic embryo-derived sporophyte.
Figure 3. The proliferation of new sporophytes via somatic embryogenesis on whole etiolated 5-month-old sporophytes of Cyathea delgadii during culture under 16/8 h photoperiod conditions under fluorescent light. (A) initial sporophyte with reduced leaf blades. (B) Sporophyte with well-developed leaf blades after 3 weeks of the culture. (C) Intensive proliferation at the base of the initial sporophyte, and embryo structures protruding above its surface (magnification of the picture (B) after 3 weeks of the culture. (D) Somatic embryos at the base of initial sporophyte after 4 weeks of the culture. (E) Somatic embryos formed at the base of sporophyte and on the internode between 1st and 2nd leaf after 5 weeks of the culture. (F) Long roots of initial sporophytes (R1) after 6 weeks of the culture. (G) Somatic embryo-derived sporophytes with differentiated roots (R2) after 7 weeks of the culture. (H) Well-developed somatic embryo-derived sporophytes after 8 weeks of the culture. 1—first leaf, 2—second leaf, 3—third leaf, 4—fourth leaf, B—base of sporophyte, Ip—intensive proliferation, In—internode, Is—initial sporophyte, Lb—leaf blade, Ls—leaf stipe, P—leaf primordium, R1—root of initial sporophyte, R2—root of somatic embryo-derived sporophyte, Se—somatic embryo, Ss—somatic embryo-derived sporophyte.
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Figure 4. Effect of different light quality on fresh weight and biometrical properties of growth of Cyathea delgadii sporophytes after in vitro propagation under: Fl—fluorescent light; B—100% blue LED light; R—100% red LED light; RB—combination of red (70%) and blue (30%) LED light. The effect on 5-month-old etiolated sporophytes was estimated after 6-month-long culture. (A) Fresh weight of proliferated plants and number of obtained sporophytes. (B) Ratio of sporophytes with a developed leaf. (C) Number of leaves and length of the longest leaf. (D) Number of roots and length of the longest root. Mean ± standard deviations marked by different letters are significantly different (p ≤ 0.05) following Dunn–Bonferroni test.
Figure 4. Effect of different light quality on fresh weight and biometrical properties of growth of Cyathea delgadii sporophytes after in vitro propagation under: Fl—fluorescent light; B—100% blue LED light; R—100% red LED light; RB—combination of red (70%) and blue (30%) LED light. The effect on 5-month-old etiolated sporophytes was estimated after 6-month-long culture. (A) Fresh weight of proliferated plants and number of obtained sporophytes. (B) Ratio of sporophytes with a developed leaf. (C) Number of leaves and length of the longest leaf. (D) Number of roots and length of the longest root. Mean ± standard deviations marked by different letters are significantly different (p ≤ 0.05) following Dunn–Bonferroni test.
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Figure 5. Effect of different light quality on the content [μg g−1 fresh weight ± SD] of photosynthetic pigments of Cyathea delgadii after multiplication in vitro under: Fl—fluorescent light; B—100% blue LED light; R—100% red LED light; RB—combination of red (70%) and blue (30%) LED light; data are means. Shared letters within each pigment indicate no statistically significant difference following Duncan’s multiple range test at p ≤ 0.5.
Figure 5. Effect of different light quality on the content [μg g−1 fresh weight ± SD] of photosynthetic pigments of Cyathea delgadii after multiplication in vitro under: Fl—fluorescent light; B—100% blue LED light; R—100% red LED light; RB—combination of red (70%) and blue (30%) LED light; data are means. Shared letters within each pigment indicate no statistically significant difference following Duncan’s multiple range test at p ≤ 0.5.
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Figure 6. The best conditions for mass production of Cyathea delgadii sporophytes.
Figure 6. The best conditions for mass production of Cyathea delgadii sporophytes.
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Table 1. The parameters used for evaluation of regenerative ability of stipes and whole sporophytes of Cyathea delgadii.
Table 1. The parameters used for evaluation of regenerative ability of stipes and whole sporophytes of Cyathea delgadii.
ParameterMethod of Calculation
Experiment with Stipe Explants
Ratio of explants with sporophytesthe number of explants with regenerated sporophytes divided by the total number of stipe explants used for culture initiation
Number of sporophytesthe total number of obtained sporophytes divided by the sum of cultured explants
Ratio of explants with gametophytesthe number of explants with regenerated gametophytes divided by the total number of explants used for culture initiation
Ratio of explants with mass-produced gametophytesthe number of explants that produced gametophytes with total surface equal or higher than 4 mm2, per total number of explants with gametophytes
Ratio of sporophytes with a developed leafthe number of sporophytes with at least 1 leaf at crosier stadium or older per sum of all sporophytes (including these with only a leaf primordium)
Ratio of sporophytes with a developed leaf bladethe number of sporophytes with at least 1 leaf with the leaf blade older than crosier stadium per total number of sporophytes with a developed leaf
Length of the longest leafthe sum of the length of the longest leaf from each sporophyte per the sum of obtained sporophytes
Number of rootsthe sum of roots divided by the total number of sporophytes
Length of the rootsthe sum of root length divided by the total number of sporophytes
Experiment with whole sporophytes
Fresh weightweight of total proliferated plants obtained from a single initial sporophyte
Number of sporophytesthe sum of newly-formed sporophytes per the total number of initial sporophytes
Ratio of sporophytes with a developed leafthe sum of sporophytes with at least 1 leaf at crosier stadium or older per sum of all sporophytes (including these with only a leaf primordium)
Number of leavesthe sum of leaves produced by sporophytes divided by the total number of sporophytes
Length of the longest leafthe length of the longest leaf of each sporophyte divided by the total number of sporophytes
Number of rootsthe sum of roots divided by the total number of sporophytes
Length of the longest rootthe sum of the length of the longest root of each sporophyte divided by the total number of sporophytes
Table 2. Content of phenolic acids, flavonoid aglycones, and flavonoid glycosides in the extracts from Cyathea delgadii, growing under various light conditions.
Table 2. Content of phenolic acids, flavonoid aglycones, and flavonoid glycosides in the extracts from Cyathea delgadii, growing under various light conditions.
CompoundRetention Time
[min]
[M-H]- [m/z]Fragment Ions
[m/z]
Collision Energy [eV]Light Conditions
DarkFlBRRBGreenhouse
Compound Content [µg/mg of Dry Weight]
Phenolic acids
Protocatechuic acid8.46152.980.9
107.8
−26
−38
0.0058 ± 0.0002 d0.0098 ± 0.0006 a0.0048 ± 0.0001 e0.0067 ± 0.0006 c0.0076 ± 0.0003 b0.0033 ± 0.0001 f
Trans-5-O-caffeoylquinic acid9.32352.9190.8
84.9
−24
−60
0.3698 ± 0.0075 e0.7004 ± 0.0064 c0.7420 ± 0.0562 b0.5733 ± 0.0143 d1.0129 ± 0.0306 a0.0028 ± 0.0003 f
Cis-5-O-caffeoylquinic acid10.45352.9190.8
84.9
−24
−60
0.0940 ± 0.0065 d0.2361 ± 0.0140 a0.0413 ± 0.0014 e0.1268 ± 0.0043 b0.1073 ± 0.0049 c0.0006 ± 0.0001 f
Caffeic acid11.40178.788.9
134.9
−46
−16
0.0019 ± 0.0002 b0.0037 ± 0.0001 and0.0012 ± 0.0001 cndnd
Flavonoid aglycones
Prunetin21.98282.8267.7
238.7
−20
−26
nd0.00017 ± 0.000005 c0.00020 ± 0.00002 b0.00016 ± 0.000004 d0.00024 ± 0.000015 and
Flavonoid glycosides
Quercetin 3-O-rutinoside (Rutin)11.99608.7299.6
270.9
−46
−60
BQL0.0346 ± 0.0028 c0.0603 ± 0.0005 a0.0081 ± 0.0001 d0.0571 ± 0.0004 bnd
Quercetin 3-O-glucoside (Isoquercetin)13.00462.7299.7
270.7
−30
−44
nd0.0327 ± 0.0022 c0.1142 ± 0.0034 aBQL0.0483 ± 0.0009 bnd
Kaempferol 3-O-rutinoside (Nicotiflorin)13.31592.7284.8
226.7
−38
−68
0.0005 ± 0.00003 e0.0476 ± 0.0011 c0.0742 ± 0.0020 a0.0273 ± 0.0017 d0.0686 ± 0.0021 bnd
Kaempferol 3-O-glucoside (Astragalin)14.66446.7226.8
254.8
−54
−40
nd0.0360 ± 0.0004 b0.0728 ± 0.0039 aBQL0.0316 ± 0.0011 cBQL
Quercetin 3-O-rhamnoside (Quercitrin)14.83446.7299.7
270.7
−30
−40
BQL0.0091 ± 0.0009 a0.0049 ± 0.0003 bBQL0.0021 ± 0.0002 cnd
Naringenin-7-O-glucoside15.12432.7270.8
118.9
−22
−64
0.0007 ± 0.00004 d0.0183 ± 0.0004 a0.0144 ± 0.0005 b0.0136 ± 0.0005 c0.0143 ± 0.0006 bnd
Mean ± standard deviations marked by different letters are significantly different (p ≤ 0.05) within each secondary metabolite following Duncan’s multiple range test at (p ≤ 0.5).; n = 6; nd—not detected; BQL—peak detected, concentration higher than the limit of detection but lower than the limit of quantification. The highest content of each secondary metabolite is bold. Fl—control light: fluorescence Philips TL-D 36W/54 lamps; B—100% blue LED light (430 nm); R—100% red LED light (670 nm); RB—combination of red (70%) and blue (30%) LED light. Cultures were maintained under a 16/8 h light/dark.
Table 3. The antioxidant activity of the Cyathea delgadii extracts from plants growing under various light conditions.
Table 3. The antioxidant activity of the Cyathea delgadii extracts from plants growing under various light conditions.
Antioxidant ActivityLight Conditions
DarkFlBRRBGreenhouse
DPPH (EC50 mg/mL)0.72 ± 0.78 ab0.08 ± 0.07 a0.88 ± 0.14 b0.39 ± 0.20 ab0.36 ± 0.39 ab0.03 ± 0.01 a
ABTS (EC50 mg/mL)1.87 ± 0.13 cd0.59 ± 0.10 a2.24 ± 0.50 d1.43 ± 0.25 bc1.32 ± 0.17 b0.35 ± 0.15 a
CHEL (EC50 mg/mL)1.65 ± 0.15 b1.42 ± 0.12 b1.15 ± 0.11 a1.50 ± 0.10 b2.15 ± 0.20 c2.70 ± 0.18 d
β-Carotene/linoleic acid (EC50 μg/mL)52.10 ± 0.16 d31.70 ± 0.12 b72.45 ± 0.75 e32.17 ± 0.20 b34.85 ± 0.13 c22.68 ± 0.39 a
Fl—control light: fluorescence Philips TL-D 36W/54 lamps; B—100% blue LED light (430 nm); R—100% red LED light (670 nm); RB—combination of red (70%) and blue (30%) LED light. Cultures were maintained under a 16/8 h light/dark; EC50 value is the concentration of extract or standard required to achieve 50% antioxidant activity. Each value is expressed as mean ± standard deviation (n = 3); DPPH (2,2-diphenyl-1-picryl-hydrazyl) assay for ascorbic acid (standard) EC50 = 0.05 ± 0.02 mg/mL; ABTS (2,2′-azinobis[3 -ethylbenzthiazoline]-6-sulfonic acid) assay for ascorbic acid (standard) EC50 = 0.12 ± 0.10 mg/mL; metal chelating activity (CHEL) for ethylenediaminetetraacetic acid (EDTA) (standard) EC50 = 0.63 ± 0.10 mg/mL; β-carotene bleaching assay for butylated hydroxytoluene (BHT) (standard) EC50 = 32.15 ± 0.20 μg/mL.; mean ± standard deviations marked by different letters are significantly different (p ≤ 0.05) following Duncan’s multiple range test.
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Tomaszewicz, W.; Cioć, M.; Dos Santos Szewczyk, K.; Grzyb, M.; Pietrzak, W.; Pawłowska, B.; Mikuła, A. Enhancing In Vitro Production of the Tree Fern Cyathea delgadii and Modifying Secondary Metabolite Profiles by LED Lighting. Cells 2022, 11, 486. https://0-doi-org.brum.beds.ac.uk/10.3390/cells11030486

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Tomaszewicz W, Cioć M, Dos Santos Szewczyk K, Grzyb M, Pietrzak W, Pawłowska B, Mikuła A. Enhancing In Vitro Production of the Tree Fern Cyathea delgadii and Modifying Secondary Metabolite Profiles by LED Lighting. Cells. 2022; 11(3):486. https://0-doi-org.brum.beds.ac.uk/10.3390/cells11030486

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Tomaszewicz, Wojciech, Monika Cioć, Katarzyna Dos Santos Szewczyk, Małgorzata Grzyb, Wioleta Pietrzak, Bożena Pawłowska, and Anna Mikuła. 2022. "Enhancing In Vitro Production of the Tree Fern Cyathea delgadii and Modifying Secondary Metabolite Profiles by LED Lighting" Cells 11, no. 3: 486. https://0-doi-org.brum.beds.ac.uk/10.3390/cells11030486

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