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Effect of light-emitting diodes on cordycepin production in submerged Cordyceps militaris cultures

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10 This is an Open-Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://

creativecommons.org/licenses/by-nc/3.0) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.

J. Mushrooms 2020 March, 18(1):10-19 http://dx.doi.org/10.14480/JM.2020.18.1. 10 Print ISSN 1738-0294, Online ISSN 2288-8853

© The Korean Society of Mushroom Science

Si Young Ha(Complete a doctorate), Ji Young Jung(Research professor), Jai Hyun Park(Graduate student), Dong Hwan Lee(Graduate student), Ji Won Choi(Graduate student), Jae-Kyung Yang(Professor)

*Corresponding author E-mail : [email protected]

Tel : +82-55-772-1862, Fax : +82-55-772-1869 Received January 17, 2020

Revised March 17, 2020 Accepted March 24, 2020

Effect of light-emitting diodes on cordycepin production in submerged Cordyceps militaris cultures

Si-Young Ha, Ji-Young Jung, Jai-Hyun Park, Dong-Hwan Lee, Ji-Won Choi, and Jae-Kyung Yang*

Division of Environmental Forest Science/Institute of Agriculture and Life Science, Gyeongsang National University, Jinju, 52828, Republic of Korea

ABSTRACT:

Light is an important factor for cordycepin production in Cordyceps militaris. We investigated the effects of different light-emitting diode (LED) conditions including various LED wavelengths and their combinations on cordycepin production in Cordyceps militaris cultivated in submerged culture. The results of our study showed that the combinations of LED wavelengths were more beneficial than single LED sources for cordycepin production. Among the three tested wavelength combinations, the greatest effects for cordycepin production were observed for the red:blue light combination at the wavelength ratio of 5:5 or 3:7.

The optimal culture conditions were 19.2278 h/day of illumination time; 9.19497 g/50 mL of glucose content in the media; and 53.112 h of cultivation time. Our model predicted a maximum yield of 2860.01 μg/mL cordycepin. Finally, to verify the calculated maximum, we performed experiments in the culture media representing the obtained optimum combination and the cordycepin yield of 2412.5 μg/mL.

KEYWORDS:

Cordyceps militaris, Cordycepin, Light-emitting diode, Response surface methodology, Mushroom composition rdycepin

INTRODUCTION

Cordycepin (3-deoxyadenosine), a nucleoside analog, is the main bioactive ingredient of Cordyceps and is known to mediate a variety of pharmacological effects (Tuli et al., 2014). Many chemically modified cordycepin derivatives have been reported that have shown various potential therapeutic effects (Kim et al., 2006; Tuli et al., 2013; Ahn et al., 2000; Kodama et al., 2000; Guo et al., 2010; Baik et al., 2012; Tian et al., 2015).

Cordyceps militaris is a valuable nematophagous fungus

described in traditional Chinese medicines as rare and exotic medicinal fungi. Some Cordyceps species have long been used for medicinal purposes in China, Japan, Korea, and other oriental countries because of their various biological and pharmacological activities which are generally attributed to the presence of important bioactive ingredients such as adenosine, cordycepin, and exopolysaccharides (Kim et al., 2003; Ling et al., 2002;

Ng and Wang, 2005). The fruit bodies of wild C.

militaris are expensive because of host specificity and rarity in nature; they grow extremely slowly in nature, their growth is restricted to specific areas, and they are very small in size (Kim et al., 2003). Therefore, collecting sufficient quantities for extensive use as a drug is difficult (Mao et al., 2005).

Submerged cultures have potential advantages such as high mycelial production in a compact space and requirement of a short time with less chances of contamination. Artificial production of C. militaris in the bioreactor is essential to meet human needs and to mitigate the pressure on natural resources of the species.

A successful large-scale production method of C.

militaris by culture is necessary so that fungal strains

can be easily isolated from natural C. militaris and

manufactured in large quantities by submerged culture

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technology (Li et al., 2003; Ling et al., 2002).

Although the previous studies (Shih et al., 2007; Dong and Yao, 2005; Cha et al., 2007; Leung et al., 2006;

Yue et alet al., 2013; Tang et al., 2018) all aimed for high mycelia weight or high bioactive compound production, none focused on the effects of light on C.

militaris growth and bioactive compound production in a submerged culture.

In this study, LED light of different wavelengths and their combinations were applied during submerged culture of C. militaris to investigate the effects of LED light on the mycelial growth and content of cordycepin.

In addition, culturing conditions were optimized, including LED illuminance, culture period, and glucose content in medium, by response surface methodology (RSM) based on Box–Behnken design (BBD) and desirability function analysis to maximize cordycepin content.

MATERIALS AND METHODS

Reagents and standards

Potato dextrose agar (PDA) and yeast extract were purchased from Himedia Laboratories (BD Difco, Germany). Glucose and cordycepin were obtained from Sigma-Aldrich Co. (St. Louis, MO). LED lights and fluorescent lamps were purchased from BISSOL LED Co., Ltd. (Seoul, South Korea), and an incubator were purchased from JEIO TECH Co., Ltd. (SI-900R, Daejeon, South Korea).

Mycelia preparation

C. militaris was obtained from KCCM (deposit number: 60304, Seoul, South Korea). Stock cultures were maintained on PDA plates. Plates were incubated at 25

o

C for 14 days and stored at 4

o

C for use as subcultures every two months. C. militaris was initially grown on PDA medium at 25

o

C, and the mycelium harvested after 14 days for experiments.

Submerged culture

Five mycelial agar disks (5 mm × 5 mm) were obtained using a sterilized punching machine and were transferred to 250-mL flasks containing 100 mL of yeast extract malt extract glucose (YMG) medium (pH, 6.0;

yeast extract, 4 g/L; malt extract, 10 g/L; glucose, 4 g/L), PDB medium (pH, 5.2; glucose, 20 g/L; potato extract, 4 g/L), and Sabouraud dextrose broth (SDB) medium

(pH, 4.5; glucose, 20 g/L; peptone, 10 g/L) under laminar flow.

Different wavelengths of LEDs

To investigate the effects of different wavelengths of LEDs on the production of bioactive compounds of C.

militaris, the substrates in the light culture room were exposed to red light LED (619–626 nm), green light LED (526–531 nm), and blue light LED (467–472 nm) for 12 h/day. The control was illuminated by fluorescent lamps under dark condition or UV-A for 7 h/day, and all cultivation was performed in five replicates.

Combination of different ratios of wavelength of LEDs

Two combinations of different ratios of wavelengths of LEDs were applied for 7 h/day. These two types were (1) a combination of red and green LED at ratios of 3:7, 5:5, and 7:3, (2) a combination of red and blue LED at ratios of 3:7, 5:5, and 7:3, and (3) a combination of green and blue LED at ratios of 3:7, 5:5, and 7:3. The control was illuminated by fluorescent lamps or UV-A for 12 h/day or under dark conditions.

Cultivation was performed in five replicates.

The LED light strips in each section can be changed with different LEDs of light spectra depending on the experimental requirement. Before light treatments, each of light spectral distributions of LEDs were tested to ensure it was able to maintain the light spectrum as required when operating in a thermally dynamic environment. A digitally controlled multi-spectral LED dimming system was installed on the top of the lamp board. The LED dimming system allows the user to adjust the photoperiod and light quantity ratio of different multi-spectral LEDs based on the required light spectrum at each stage to reach optimization for organism growth (Chang et al., 2014).

Illumination time

To investigate the effects of different illumination times on the production of cordycepin of C. militaris, the substrates in the light culture incubator room were illuminated at a light intensity of 1400 ± 250 lux for 6, 12, and 24 h/day by fluorescent lamps, under dark conditions, and UV-A was used as a control. Triplicate samples were exposed to each light treatment for 7 days.

Glucose content in media

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In order to investigate the effect of various amounts of sugar on the production of bioactive compounds of C.

militaris in the medium, 1.5-15 g of glucose was added per L to the medium. All incubations were performed five times and these results were used as data for RSM analysis.

Afterwards, the media were applied to submerged culture at 24 °C (100 rpm) and subjected to different LED light treatments for 7 days.

Determination of mycelia dry weight

Samples collected at various intervals from shake flasks were centrifuged at 6000×g for 10 min, and the supernatant was filtered through a pre-weighted Whatman filter paper No. 2 (Whatman International Ltd., Maidstone, UK). The centrifuged mycelia were washed with excess distilled water and collected by filtration through Whatman filter paper; the dry weight of the mycelia was measured after freeze drying to a constant dry weight.

Determination of cordycepin

One gram of dry mycelia was extracted with 250 mL of 50% ethanol under ultrasonic cleaner for 60 min. The supernatant was separated by centrifugation at 18,400×g for 10 min and then filtered through a 0.45 μm filter.

The filtrate was assayed for cordycepin contents. To measure cordycepin, an HPLC system was equipped with a Kinetex 5 μm C18 100A column (Phenomenex, Torrance, CA, USA). The mobile phase was 85% 0.02 M KH

2

PO

4

and 15% methanol; the flow rate was set at 1.2 mL/min. The injection volume was 20 mL. The eluent was detected using a UV/Visible Detector (Shimadzu SPA-20A) at 260 nm. Quantification was based on the UV signal response of each standard using the external standard method, and a standard calibration curve was prepared using 10-100 μg/mL of cordycepin.

Experimental design by RSM

A three-level BBD in RSM was employed in the present study, and the optimal conditions were determined through a minimal set of experiments compared with other designs (Dong et al., 2009). BBD has been successfully applied to optimize culture conditions for submerged cultivation of Cordyceps spp.

(Shih et al., 2007; Jian and Li, 2011). BBD was conducted to optimize cordycepin content (Y1) by C.

militaris. As shown in Table 1, the three factors chosen

for this study were illumination time (h/day, X1), glucose content in submerged media (g/50 mL, X2), and cultivation time (hour, X3) with three levels of each factor: high (coded as +1), middle (coded as 0), and low (coded as −1). For a three-factor, three-level design, the experimental trials were given by a set of points at the midpoint of each edge of a multidimensional cube and three replication of center points, resulting in a total number of 17 experiments. The BBD experimental results were fitted with a second-order polynomial equation (Eq. (1)) by a multiple regression technique:

Eq. (1)

where Y is the predicted response (cordycepin yield in this study, mg/l), β0, βi, βii, and βij are constant coefficients, and xi and xj are the coded independent variables or factors. The quality of fit of the second-

Y = β

0

Σ

i 14=

β

i

x

i

+ Σ

i 14=

β

ii

x

i2

+ Σ

i 13=

Σ

i j4<

β

ij

x

i

x

ij

Table 1. Result of three factor, Box–Behnken experimental design

Run

Independent variables (coded)

Independent variables (actual)

Cordycepin content, mg/L

X

1

X

2

X

3

X

1

X

2

X

3

Y1

1 1 0 -1 24 7.5 24 2134.16

2 0 0 0 12 7.5 72 3133.58

3 1 0 1 24 7.5 120 1416.22

4 -1 1 0 0 10 72 192.13

5 0 0 0 12 7.5 72 3224.84

6 0 -1 -1 12 5 24 1851.05

7 -1 0 -1 0 7.5 24 131.29

8 1 -1 0 24 5 72 1996.21

9 -1 0 1 0 7.5 120 121.31

10 0 -1 1 12 5 120 1212.97

11 1 1 0 24 10 72 3154.37

12 0 1 1 12 10 120 2715.24

13 0 0 0 12 7.5 72 3157.76

14 0 0 0 12 7.5 72 3215.66

15 -1 -1 0 0 5 72 97.98

16 0 1 -1 12 10 24 3725.61

17 0 0 0 12 7.5 72 3831.52

Independent variables Levels

-1 0 1

X

1

: Illumination time, h/day 0 12 24 X

2

: Sugar content, g/50 mL 5 7.5 10

X

3

: Incubate time, h 24 72 120

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order model equation was expressed by the coefficient of determination R

2

, and its statistical significance was determined by an F-test. The significance of the regression coefficients was tested by a t-test. The computer software used was SAS Design Expert 11.

Statistical analysis

Data are presented as the mean standard deviation (n

= 3). Statistical analyses of the results were performed at 5% significant level using the Statistical Analysis System software (SAS institute, Inc., 2000). Differences between the means of individual groups were assessed using SAS with Duncan's multiple-range test.

RESULTS AND DISCUSSION

Effect of various media on mycelia dry weight and production of cordycepin

It has been reported that acidic pH and suitable media components are suitable for mycelial growth and production of metabolites for many kinds of ascomycetes and basidiomycetes, including Cordyceps sp. (Liu et al., 2011; Leung et al., 2006). The effects of submerged media on the mycelium dry weight and cordycepin content of C. militaris are shown in Fig. 1.

It can be seen that the maximum mycelial dry weight production for YMG (pH 6), PDB (pH 5.2), and SDB (pH 4.5) media was 6.19 g/L, 11.97 g/L, and 6.53 g/L obtained on 7 days, respectively. PDB medium is the most commonly used medium for mushroom mycelial culture (Imtiaj and Lee, 2007; Souilem et al., 2017).

Extracellular cordycepin production by C. militaris began slowly after the start of cell growth and reached the maximum of 0.10 μg/mL, 73.88 μg/mL, and 89.87 μg/mL in YMG, PDB, and SDB media, respectively.

The SDB medium included a higher glucose content and lower pH than others. These results suggest that mycelial growth might be due to the high consumption of carbon sources. To the best of our knowledge, the effects of the types of media (YMG, PDB, and SDB) on cordycepin production in the liquid medium of C.

militaris as described in this study are reported for the first in the literature, although the effects of dissolved oxygen (DO), carbon sources, and carbon/nitrogen on cordycepin production in submerged cultivation of C.

militaris have been reported previously.

This study also confirmed that the cordycepin content was changed according to the medium. It should be

noted that a direct comparison of metabolite production of various Cordyceps strains from various studies in the literature was difficult because the nutrient components and the culture conditions used were not exactly the same. We selected SDB medium with the highest cordycepin content of C. militaris and proceeded to the next experiments.

Effect of LEDs on mycelia dry weight and cordycepin content

LEDs with different wavelengths were applied on C.

militaris in a submerged culture to observe mycelial dry weight (Fig. 2-A). According to our data, green light gave the best growth rate of 55.3 mg/mL. Red and blue lights, however, led to lower mycelial dry weights of 10.9 mg/mL and 17.6 mg/mL, respectively, which were very close to the results under dark conditions. When compared with the effects of light on other mushrooms during solid-state cultivation, our study revealed trends similar to previous studies (Cheng et al., 2012; Wu et al., 2013). Cheng et al. (2012) reported that green light enhanced the growth of Aspergillus ficuum and blue Fig. 1. The effects of various media on the mycelia dry weight and cordycepin content by C. militaris in submerged culture. A: mycelia dry weight; B: cordycepin content; YMG:

Yeast extract Malt extract Glucose; PDB: Potato Dextrose

Broth; SDB: Sabouraud Dextrose Broth. Each value is

expressed as mean ± SE (n = 5). Different letters on the top

of the line represent statistically significant at 5% probability

level.

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light inhibited fungal growth in a solid-state culture. Wu et al. (2013) reported that green light promoted mycelial growth of Pleurotus eryngii in a solid-state culture, whereas blue light slowed the growth rate down.

Because various light sources can affect mycelial growth and metabolite production in submerged cultivation of C. militaris, to better understand the effects of light, several experiments were carried out on a submerged culture illuminated with LED.

The effects of LED light on the production of cordycepin content by C. militaris in submerged cultivation are shown in Fig. 2-B. Compared with LED light (green, blue), the control conditions (dark condition, fluorescent light, UV-A) led to relatively lower cordycepin content. This is consistent with what was previously suggested that most C. militaris strains prefer LED light for their growth in submerged cultures.

The highest cordycepin production rate (1026.9 μg/mL) was obtained when blue light was used. The effect of LED light on the production of cordycepin in a submerged culture has rarely been studied, although a

previous report has indicated that blue light is a good LED source for cordycepin production from a strain of C. militaris under solid-state cultivation.

Influence of light illumination time on mycelial dry weight and cordycepin contents

Fig. 3 shows the amount of C. militaris mycelial dry weight and cordycepin content produced under various light illumination times when grown under LED blue light. The highest production of mycelia was seen under the 12 h/day light conditions with 17.6 mg/mL dry weight produced, which was significantly different from the 0 h/day (6.5 mg/mL), followed by 6 (10.7 mg/mL) and 24 (10.5 mg/mL) h/day (Fig. 3-A). Fig. 3-B shows the levels of cordycepin content seen in C. militaris grown under various illumination times by LED blue light. The highest contents of cordycepin were seen under 6 h/day (1397.5 μg/mL) of illumination time, whereas 0 h/day (92.3 μg/mL) of illumination time resulted in the lowest concentration of cordycepin. There was a significant difference in the concentrations of Fig. 2. Effect of LEDs on mycelia dry weight and cordycepin

content in submerged culture of C. militaris. A: mycelia dry weight; B: cordycepin content. C. militaris was grown using submerged culture in SDB media under 12h/day different wavelength LEDs for 5 days (for mycelia dry weight; A) or 2 days (for cordycepin content; B). Each value is expressed as mean ± SE (n=5). Different letters on the top of the bars represent statistically significant at 5% probability level.

Fig. 3. Effect of light time on mycelia dry weight and cordycepin content in submerged culture of C. militaris. A:

mycelia dry weight; B: cordycepin content. C. militaris was

grown using submerged culture in SDB media under blue

LED for 5 days (for mycelia dry weight; A) or 2 days (for

cordycepin content; B). Each value is expressed as mean ±

SE (n=5). Different letters on the top of the bars represent

statistically significant at 5% probability level.

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cordycepin produced between 0 (dark condition) and 24 h/day of illumination time.

Effects of LEDs combination on the mycelia dry weight and cordycepin content

Fig. 4-A shows the amount of C. militaris mycelial dry weight produced under different LED wavelengths and LED wavelength combinations. Under different LED wavelengths, the highest amount of mycelia was seen under a combination of red and green light, which corresponded to production rates of 13.9 mg/mL and 13.7 mg/mL, respectively, although this was significantly lower from the conditions of green light (55.3 mg/mL).

Fig. 4-B shows the concentrations of cordycepin under different LED wavelength combinations. Fig. 2 shows the contents of cordycepin of C. militaris under different LED wavelengths. The highest content of cordycepin content was seen under blue light, followed by green light, UV-A, and fluorescent light. It was apparent that the production of cordycepin content had an optimal LED wavelength, but none was optimized under LED wavelength combination. Thus, it was necessary to achieve an optimal LED wavelength combination for the

production of both mycelial dry weight and cordycepin content of C. militaris. The highest content of cordycepin was seen under the red:blue light conditions at 1641.5 μg/mL, which was significantly different from the results with red:green (340.8 mg/mL) and green:blue light conditions (130.1 mg/mL).

Fig. 5 and Fig. 6 show the contents of cordycepin under different illumination times and a combination of different red:blue LEDs, respectively. The highest specific productivity of cordycepin was seen under the 12 h/day light condition and a combination of 5 red and 5 blue LED. According to the results of specific productivity of cordycepin content suggest that the red and blue LED wavelength combination was appropriate for the production of cordycepin by C. militaris. The results are shown in Fig. 7, and the cordycepin content of C. militaris in submerged cultured medium containing 5 g of sugar per 50 mL of medium was 1679.47 μg/mL.

Fig. 4. Effect of LEDs combination on mycelia dry weight and cordycepin content in submerged culture of C. militaris.

C. militaris was grown using submerged culture in SDB media under 12h/day different LEDs combination for 5 days (for mycelia dry weight; A) or 2 days (for cordycepin content; B). Each value is expressed as mean ± SE (n=5).

Different letters on the top of the bars represent statistically significant at 5% probability level.

Fig. 5. Effect of Red:blue light time on cordycepin content in submerged culture of C. militaris. C. militaris was grown using submerged culture in SDB under Red:blue (5:5) LED combination for 2 days. Each value is expressed as mean ± SE (n=5). Different letters on the top of the bars represent statistically significant at 5% probability level.

Fig. 6. Effect of LEDs combination rate on cordycepin

content in submerged culture of C. militaris. C. militaris was

grown using submerged culture in SDB under 12h/day

Red:blue LED combination for 2 days. Each value is

expressed as mean ± SE (n=5). Different letters on the top of

the bars represent statistically significant at 5% probability

level.

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From these results, it was confirmed that the sugar content of the medium affects cordycepin content of C.

militaris. The results obtained were used to derive optimal conditions for maximum cordycepin content from C. militaris using RSM.

Optimization of cordycepin production by RSM (BBD)

It was reported that the complexities and uncertainties associated with the mushroom mycelial cultivation usually arise from lack of knowledge regarding the sophisticated interactions among various factors. Our preliminary data indicated that several major variables affect the performance of the culture in terms of cordycepin production; they are LED illumination time, sugar content in media, and cultivation time of shake- flask and static culture.

The matrix corresponding to the BBD is shown in Fig. 8, together with the observed experimental data.

Second-order model equation (Eq. (2)):

Cordycepin content, mg/L=

3312.67 + 1019.78X

1

+ 578.64X

2

− 297.05X

3

+ 266.00X

1

X

2

− 176.99X

1

X

3

− 93.07X

2

X

3

− 1688.99X

12

− 263.51X

22

− 672.94X

32

This fit of the model was checked by the coefficient of determination R

2

, which was calculated to be 0.984, indicating that 98.4% of the variability in the response Fig. 7. Effect of glucose content for cordycepin content in

submerged culture of C. militaris. C. militaris was grown using submerged culture in SDB under 12h/day 5 red : 5 blue LED combination for 2 days. Each value is expressed as mean ± SE (n=5). Different letters on the top of the bars represent statistically significant at 5% probability level.

Fig. 8. Regression analysis of the Box–Behnken design experiments.

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could be explained by the model. The F values for the overall regression are significant at the upper 5% level, which further supported that the second-order model is adequate for approximating the response surface of the experimental design. After transforming Eq. (2) to its canonical form, the optimum condition was found to be the following: illumination time 19.2278 h/day; glucose content in media, 9.19497 g/50mL; and cultivation time, 53.112 hours (Fig. 8). The model predicted a maximum response of 2860.01 μg/mL cordycepin yield.

Verification of the calculated maximum was done with experiments that were performed in the culture media representing the optimum combination found, and the cordycepin yield of 2412.5 μg/mL (average of three repeats) was obtained.

Although the measured value did not justify the value predicted by the response model, it is significantly higher than that the predicted value and increased from 82.3 to 1641.5 μg/mL, obtained by the one-factor-at-a- time method described above. Cordycepin was first extracted from C. militaris and then found to be present in C. sinensis and C. kyushuensis. Although cordycepin can be synthesized chemically, such a route is cumbersome and requires complicated separation that leads to a low yield and the use of a large volume of harmful organic solvents. Submerged cultivation of Cordyceps is seen as a promising alternative to chemical synthesis and solid cultivation for cordycepin production. Our research also proved that C. militaris contains high amounts of cordycepin. Until recently, very low levels of cordycepin have been produced in mycelium and culture broth during submerged cultivation of Cordyceps sp.; 7.1 mg/l of cordycepin was reported in submerged cultivation of Cordyceps on a laboratory bioreactor scale (Hsu et al., 2002). Several attempts have been made to optimize the production of cordycepin by C. militaris. Recently, a submerged culture method of C. militaris for cordycepin production on a commercial scale using a two-stage dissolved oxygen control was developed, which remarkably improved the production efficiency; moderate cordycepin production and productivity titers of 188.3 mg/l and 14.5 mg/(l d), respectively, were obtained (Mao and Zhong, 2004). To enhance further the cordycepin production by submerged cultivation of C. militaris, the effects of carbon sources and carbon/nitrogen ratios were investigated using central composite design and response surface analysis which resulted in high

cordycepin production (345.4±8.5 μg/mL) (Mao et al., 2005). The previous highest production (640 μg/mL) of cordycepin were reported by Masuda and coworkers in the study of a surface culture using C. militaris NBRC 9787 (Masuda et al., 2006). The maximum production (2412.5 μg/mL) of cordycepin obtained in the present study was significantly higher than those reported previously.

Light is an important factor for the production of fruiting bodies and bioactive compounds in C. militaris (Dong et al., 2013; Yi et al., 2014). However, currently, it takes two months or more to culture the fruiting bodies of C. militaris. In this study, we explored the short-term effects of LED light on the production of cordycepin content of C. militaris. The highest amount of mycelial dry weight of C. militaris produced on submerged culture was when cultures were illuminated by green LED (Fig. 2). This result was similar to a study by Dong et al. (2013), which indicated that green light enhanced mycelial growth of C. militaris when grown in a submerged culture. However, it was found that blue light lowed mycelium growth. This suggests that long wavelengths of LED are beneficial for mycelial growth of C. militaris. In the present study, the contents of cordycepin (2412.5 μg/mL) were higher than those reported by Liang et al. (2014) (1.78 μg/mL of cordycepin content of C. militaris), when grown under the same light conditions (Fig. 2). When grown under varying LED wavelengths, the highest cordycepin contents in C. militaris were seen under blue light. The results recorded in this study showed a similar pattern to those of Dong et al. (2013), who reported that blue light could enhance cordycepin content in a submerged culture of C. militaris.

In this study, the highest content of cordycepin in C.

militaris was under red:blue LED combination

conditions (Fig. 4). This indicates that red:blue LED

light combinations might enhance cordycepin

biosynthesis in C. militaris. The cordycepin production

was generally better when cultures were illuminated by

combinations of two LED wavelengths, when compared

to those of only a single LED wavelength. A red to

blue ratio of 5:5 was shown to have the greatest effect

on cordycepin production, which was significantly

higher than that of single light treatments. These results

were similar to a study by Dong et al. (2013) who

showed that pink light (red:blue of 5:5) enhanced the

amount of cordycepin of C. militaris under submerged

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culture. Dong et al. (2013) showed that pink light (red:blue) enhanced cordycepin content in the fruiting bodies of C. militaris. In this study too, the content of cordycepin in C. militaris under a red to blue light ratio of 5:5 was higher than that of cultures grown under other light ratios (Fig. 6). In this study, the highest content of cordycepin (1641.5 μg/mL) in C. militaris was significantly higher than that reported in the fruiting body of C. militaris by Dong et al. (2013) and Yi et al.

(2014), who used pink light (0.67 μg/mL). Meanwhile, the specific cordycepin content under various combinations of LED light was generally higher than those of cordycepin under a single LED light condition, especially for a red to blue light ratio of 5:5.

Overall, according to the results of specific cordycepin content, combinations of LED light wavelengths were more beneficial than single LED light sources for the production of cordycepin of C. militaris cultivated on submerged culture.

The effects of red, green, and blue LED or their combination on the mycelial dry weight and contents of cordycepin in cultured C. militaris were investigated.

For single LED wavelengths, green light was the ideal light for mycelial growth, whereas blue was the most beneficial wavelength for the production of cordycepin.

For combinations of LEDs, a red to blue ratio of 5:5 was the most effective combination of light for cordycepin production. The results of this study suggest that a combination of LED light is the most beneficial for enhancing cordycepin contents in C. militaris in submerged culture. The application of LED light will be a potential strategy for improving the productivity of different useful secondary metabolites from C. militaris by submerged culture. However, mechanism of LED wavelengths regulating the metabolic pathways of cordycepin deserves further investigation.

ACKNOWLEDGEMENTS

This study was carried out with the support of ‘R&D Program for Forest Science Technology (Project No.

“2019132B1019190001”)’ provided by Korea Forest Service(Korea Forestry Promotion Institute).

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수치

Table 1. Result of three factor, Box–Behnken experimental design Run Independent  variables (coded) Independent  variables (actual) Cordycepin content, mg/L X 1 X 2 X 3 X 1 X 2 X 3 Y1 1 1 0 -1 24 7.5 24 2134.16 2 0 0 0 12 7.5 72 3133.58 3 1 0 1 24 7.5 120
Fig. 3.  Effect  of  light  time  on  mycelia  dry  weight  and cordycepin content in submerged culture of C
Fig. 4-B shows the concentrations of cordycepin under different LED wavelength combinations
Fig. 8. Regression analysis of the Box–Behnken design experiments.

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