DOI QR코드

DOI QR Code

Asymmetric Bioconversion of Acetophenone in Nano-Sized Emulsion Using Rhizopus oryzae

  • Li, Qingzhi (College of Life Science and Agronomy, Zhoukou Normal University) ;
  • Shi, Yang (College of Life Science and Agronomy, Zhoukou Normal University) ;
  • He, Le (College of Life Science and Agronomy, Zhoukou Normal University) ;
  • Zhao, Hui (College of Chemistry and Chemical Engineering, Zhoukou Normal University)
  • Received : 2015.06.17
  • Accepted : 2015.09.24
  • Published : 2016.01.28

Abstract

The fungal morphologies and pellet sizes were controlled in acetophenone reduction by Rhizopus oryzae. The acetophenone conversion and (S)-phenylethanol enantiomeric excesses (e.e.) reached the peak after 72 h of incubation when using pellets with 0.54 mm diameter, which showed an excellent performance compared with suspended mycelia, clumps, and pellets with 0.65 or 0.75 mm diameter. Furthermore, nano-sized acetophenone was used as a substrate to improve the performances of biotransformation work. The results showed that the conversion of nanometric acetophenone and (S)-phenylethanol e.e. reached the maximum (both >99%) after 32 h of incubation when using 0.54 mm diameter pellets, at least 24 h in advance of the control group. On the other hand, Tween 80 and 1, 2-propylene glycol showed low or no toxicity to cells. In conclusion, pellets and acetophenone nanoemulsions synergistically result in superior performances of acetophenone reduction.

Keywords

Introduction

The chemical techniques used in the reduction of acetophenone are harmful to the environment, since acetophenone is a frequent organic pollutant in industry waste effluent [2]. Therefore, biotransformation, a key technology for the synthesis of fine chemicals and fuel materials in recent years, is becoming more and more significant from the viewpoint of green chemistry [7]. Biotransformation is a convenient technique for preparing chiral organic chemicals. The use of whole microbial cells is particularly beneficial to carry out the reduction, since the procedures do not require addition of cofactors for their regeneration [21]. However, the toxicity of aromatic ketones and aromatic alcohols influences the performance of the asymmetric reduction of the prochiral aromatic ketones [19].

Nanoemulsions, also referred to in the literature as mini-emulsions, emulsoids, unstable microemulsions, etc., are kinetically stable multiphase colloids with a droplet size in the nanometric scale, typically ranging from 50 to 500 nm [8]. Nanoemulsions can be prepared simply by blending oil, water, surfactant, and cosurfactant in the proper proportions, with mild agitation. Because nanoemulsification is a spontaneous process, the order of mixing the components is generally considered not to be crucial [12]. Nanoemulsions are widely used in the field of foods, beverages, and pharmaceuticals [1,12,13], since the nano-sized droplets lead to an enormous increase in interfacial areas [7], a more kinetically stable and optically transparent system [8], and higher solubility and bioavailability [7]. However, few studies have introduced nanoemulsions in the enantioselective bioreduction of acetophenone.

Herein, we studied the performance of acetophenone bioreduction by Rhizopus oryzae (Fig. 1A) using three fungal morphologies and three different sizes of pellets. Besides this, we observed the performances of the bioreduction work using nano-sized acetophenone as a substrate. The introduction of nanoemulsions provides a new method in acetophenone bioreduction.

Fig. 1.Rhizopus oryzae was used for acetophenone reduction.

 

Materials and Methods

Reagents, Microorganism, and Culture Medium

The main reagents used in this study are as follows: acetophenone (analytical reagent, AR; Shanghai Chemical Reagents Corp., Shanghai, China), 1,2-propylene glycol (AR; Shanghai Chemical Reagents Corp.), Tween 80 (chemically pure reagent; Beijing Chemicals Company, Beijing, China), disodium hydrogen phosphate (AR; Beijing Chemicals Company), and sodium dihydrogen phosphate (AR; Beijing Chemicals Company). Rhizopus oryzae (ATCC 20344) was procured from the American Type Culture Collection (Rockville, MD, USA). The fungus was maintained on potato dextrose agar at 30℃ for 7 days, and then stored at 4℃ [5]. Seed medium included (g/l) urea 1.5, KH2PO4 0.6, MgSO4·7H2O 0.6, ZnSO4·7H2O 0.015, FeSO4·7H2O 0.0005, and five different concentrations of glucose (10, 15, 20, 25, and 30). Biotransformation medium contained (g/l) glucose 40, urea 0.05, MgSO4·7H2O 0.6, ZnSO4·7H2O 0.015, and FeSO4·7H2O 0.0005.

Preparation of Pellets with Different Sizes

The fungi were washed with deionized water and stirred with glass beads f or 1 5min t o obtain t he s pore inoculum. A hemacytometer was used to count the number of spores under a microscope. The spore concentration was controlled to 1× 106 spores/ml. Spores were inoculated at 1% (v/v) into a 250 ml shake flask containing 100 ml of seed medium (pH 3.0) and incubated at 30℃, 150 rpm for 24 h to obtain fungi with pellet morphology. Five different concentrations of glucose (10, 15, 20, 25, 30, and 35 g/l) in seed medium resulted in different pellet diameters.

Preparation of Acetophenone Nanoemulsions

Tween 80 and 1,2-propylene glycol were added to 100 ml of phosphate buffer (0.2 mol/l, pH 7.0). After dissolution, acetophenone was added dropwise. The mixed liquor was stirred with a magnetic stirring apparatus under 900 rpm for 4 h followed by detecting the size of acetophenone using a laser particle size analyzer (Malvern Instruments Ltd., Malvern, Worcestershire, UK). The stabilization of 100 ml of acetophenone nanoemulsions in a 250 ml shake flask at 30℃, 200 rpm was evaluated by detecting the size of acetophenone in such a dynamic environment, and the stabilization in a static environment (without magnetic stirring) was also evaluated using the same method.

Biotransformation of Acetophenone

To assess the effects of pellets (0.75, 0.65, and 0.54 mm), suspended mycelia, and clumps on the performance of acetophenone bioreduction, the culture medium was prepared in phosphate buffer (0.2 mol/l, pH 7.0). Briefly, 50 ml of culture medium was filtered with a millipore filter and 1.5 ml of acetophenone was added dropwise. After the culture medium was added to a 250 ml shake flask under aseptic conditions, 10% (v/v) pellets or suspended mycelia, or 0.065 g of clumps was transferred into the shake flask and cultured at 30℃, 200 rpm for 120 h. Broth samples were collected every 24 h for analyzing the concentration of acetophenone, phenylethanol, and residual glucose. At the end of incubation, the biomass was measured.

To assess the effects of pellets with 0.54 mm diameter on the performance of nano-sized acetophenone bioreduction, the culture medium was prepared in acetophenone nanoemulsions. After being filtered with a millipore filter, 50 ml of culture medium containing acetophenone nanoemulsions was added to a 250 ml shake flask under aseptic conditions. Next, 10% (v/v) pellets with 0.54 mm diameter were transferred into the shake flask, and cultured at 30℃, 200 rpm for 56 h. Meanwhile, 50 ml of culture medium containing acetophenone, Tween 80, and propylene glycol (without magnetic stirring) was used as a control. Broth samples were collected every 8 h for analyzing the concentration of acetophenone, phenylethanol, and residual glucose. At the end of incubation, the biomass was measured.

Analytical Methods

A gas chromatograph system (Shimadzu, Tokyo, Japan) with a DB-5 column (30 m × 0.25 mm nominal diameter × 0.25 μm film thickness) equipped with a flame ionization detector was used to determined the concentrations of acetophenone and phenylethanol. The conversion = (C0 - C)/C0 × 100%; (S)-phenylethanol enantiomeric excess (e.e.) = (Cs - CR)/(Cs + CR) × 100%. Here, C0, C, CS, and CR represent the initial substrate concentration, the substrate concentration, the (S)-phenylethanol concentration, and the (R)- phenylethanol concentration, respectively.

The concentration of residual glucose was measured by using a biosensor (SBA-40C; Shandong Academy of Sciences, Jinan, China).

To calculate the biomass, the mycelia were washed twice with distilled water and the dried until constant weight at 95℃ in order to achieve dry cell weight.

We quantified the pellet diameter (the average size of pellets) using a manual image analysis consisting of a camera, a microphotograph, and a PC with a frame grabber [22].

Droplet size distributions were analyzed using a laser particle size analyzer (Malvern Matersizer 2000; Malvern Instruments Ltd).

The values from the study were expressed as the mean ± SEM and analyzed by using SPSS ver. 16.0 (IBM, China). A P value < 0.05 was considered statistically significant.

 

Results

Effects of Pre-Culture Condition and Seed Medium on Fungal Morphology and Pellet Size

When incubated in a stirred shake flask, Rhizopus oryzae tends to grow in three fungal morphologies: clumps, suspended mycelia, and pellets [20]. To obtain these fungal morphologies, the pre-culture condition was assessed. Our preliminary study indicated that when the pre-culture condition was set as 1% (v/v) spore suspension, 250 ml shake flask containing 100 ml of seed medium, 30℃, 150 rpm agitation speed, and 24 h of incubation (data not shown), the fungal morphologies were dependant on the initial pH of the seed medium. Here, we used different initial pH of seed medium to control the sizes of pellets. As shown in Fig. 1B, initial pH 3.0 and 5.0 led to the formation of pellets and suspended mycelia, respectively, and initial pH 7.0 and 9.0 led to clump formation. It has been reported that pellet size plays a critical role in the production of organic acid by Rhizopus delemar [22]. Thus, we speculated that the pellet size could affect acetophenone reduction. As shown in Fig. 1C, different initial glucose concentrations had direct impacts on the pellet diameter. The pellet diameter altered in the range from 0.54 to 0.75 mm, when the glucose concentration was increased from 10 to 35 g/l.

Effects of Fungal Morphology and Pellet Size on the Performance of Acetophenone Reduction

We observed the effects of three diameters of pellets (0.75, 0.65, and 0.54 mm), suspended mycelia, and clumps on the performance of acetophenone bioreduction. The results showed that pellets had a better performance of reduction than suspended mycelia, but clumps were inferior to pellets and suspended mycelia. Moreover, the smaller pellets displayed excellent performance compared with the bigger ones. The pellets with 0.54 mm diameter reached the maximum conversion (>80%) after 72 h of incubation, but the pellets with 0.65 and 0.75 mm diameters needed more incubation time to reach the peak, along with poor conversion of less than 70%. Suspended mycelia and clumps did not achieve the maximum conversion in at least 120 h of incubation (Fig. 2A). The e.e. values of the (S)- phenylethanol were not statistically significant when pellets were used. However, suspended mycelia and clumps had lower e.e. values of the (S)-phenylethanol, showing a gradual descent with longer incubation time (Fig. 2B). The pellets had a faster rate of glucose consumption than suspended mycelia and clumps. The pellets with 54 mm diameter ran out of the glucose after 96 h of incubation, but the two bigger ones needed an extra 24 h (Fig. 2C). The initial biomass of all groups was 0.065 g. The pellets grew during the incubation period, and the biomass of suspended mycelia seemed unchanged. Nevertheless, the biomass of clumps decreased significantly (Fig. 2D).

Fig. 2.The performances of acetophenone reduction when using pellets, suspended mycelia, and clumps.

Preparation and Assessment of Acetophenone Nanoemulsions

We optimized the fungal morphology and pellet size to get an excellent performance of acetophenone bioreduction. However, the bioreduction parameters were unsatisfactory. Although the asymmetric bioreduction of acetophenone by Rhizopus oryzae is one of the most promising methods, the acetophenone and phenylethanol are noxious to the cells. In consideration of the advantages of nanoemulsions, we prepared acetophenone nanoemulsions for the bioreduction work. Acetophenone nanoemulsions were prepared using the spontaneous emulsification method. As shown in Fig. 3A, 0.25 and 0.50 g of Tween 80 (in 100 ml of phosphate buffer) led to milky white emulsions; nearly transparent nanoemulsions were observed when using 1.0 g of Tween 80; stable transparent nanoemulsions were gained when using 1.5 and 2.0 g of Tween 80. Similarly, 1,2-propylene glycol and substrate acetophenone affected the formation of nanoemulsions in the same manner (Figs. 3B and 3C). The intensity and number distributions were measured using a laser particle analyzer. As shown in Figs. 3D and 3E, the intensity of nano-sized acetophenone distributed symmetrically, with the peak intensity at 70 nm. The number of nano-sized acetophenone distributed from 25 to 100 nm, with an average size of 53 nm. To estimate the stabilization of acetophenone nanoemulsions, we detected the size of acetophenone at every 2 days for 10 days after the preparation of acetophenone nanoemulsions. As shown in Fig. 3F, the size of acetophenone in the dynamic environment was larger than that in the static environment, but this was not statistically significant (p > 0.05). Usually, particle size distribution of the nanoemulsions is typically in the range of 20-200 nm [1,13]. In this study, the average size of acetophenone droplets in the dynamic environment was 107 nm, while the average size in the static environment was 94 nm at day 10, which was completely satisfactory for the present experiment.

Fig. 3.Preparation of acetophenone nanoemulsions by the spontaneous emulsification method.

Nano-Sized Acetophenone Used as a Substrate for Bioreduction

We used nano-sized acetophenone as a substrate in the bioreduction work for the first time. As shown in Fig. 4A, nano-sized acetophenone reached the maximum conversion (near 100%) after 32 h of incubation (24 h in advance at least) when 0.54 nm pellets were used. The e.e. values of the (S)-phenylethanol were more than 99% when using nano-sized acetophenone as a substrate, but the e.e. values of the control group were near 85% (Fig. 4B). Besides this, the rate of glucose consumption was faster compared with the control group (Fig. 4C) and more final biomass was obtained in the process of nano-sized acetophenone bioreduction (Fig. 4D).

Fig. 4.Nano-sized acetophenone was used as a substrate for biotransformation work.

Tween 80 and 1,2-Propylene Glycol Had Low or No Toxicity to Rhizopus oryzae

To evaluate the toxicity of Tween 80 and 1,2-propylene glycol, we controlled their concentrations to observe their effects on the performance of acetophenone reduction. Transparent nanoemulsions were obtained when the concentrations of Tween 80 were 1.0, 1.5, and 2.0 g/100 ml, and the concentrations of 1,2-propylene glycol were 1.5, 2.0, and 2.5 g/100 ml. The conversion, e.e., residual glucose, and final biomass, when using different concentrations of Tween 80 and 1,2-propylene glycol in the transparent nanoemulsions, were all not statistically significant (Figs. 5A-5H), indicating that Tween 80 and 1,2-propylene glycol had low or no toxicity to Rhizopus oryzae. Interestingly, the milky white emulsions (0.5 g of Tween or 1.0 g of 1,2- propylene glycol) had poor performances of acetophenone bioreduction. These findings indicated that the toxicity of transparent acetophenone nanoemulsions to Rhizopus oryzae was lower than that of milky white acetophenone emulsions.

Fig. 5.Tween 80 and 1,2-propylene glycol had low or no toxicity to Rhizopus oryzae.

 

Discussion

The biotransformation by fungi provides an inexpensive, operationally simple strategy without pollution for the asymmetric reduction and hydrolysis of alkylaryl ketones as well as their corresponding acetates [9]. However, the analysis of products showed that only 78-88% e.e. could be obtained using m-methoxy acetophenone as a substrate [11]. In the process of industrial fermentation, pellets are often the preferred morphology [3]. Pellet formation is strongly dependent on the growth conditions, such as the initial pH values [15], the shaking frequency [21], the temperature [14], the volume of seed medium [10], the concentration of nitrogen source and carbon source [20], and so on. We compared the performance of acetophenone reduction using three fungal morphologies: clumps, suspended mycelia, and pellets. The results showed that pellets were the best option in consideration of the conversion, e.e., and incubation period. Furthermore, pellets with three different diameters were used to optimize acetophenone reduction. We found that the smallest pellets exhibited the best performance. The pellet size must be kept to a certain critical value to prevent oxygen limitation and keep the activity of Rhizopus oryzae [17]. Moreover, the removal of biomass after incubation will be easier when the pellet morphology is used [2,10]. Previous studies showed that the fungal pellet diameter was connected with the fermentation performance, and the highest yield was obtained when using pellets of smaller diameter, which may be interpreted that the inner zone of larger pellets was relatively inactive [4], limiting internal mass transfer [17]. On the other hand, the smaller pellet had an increased surface area, which can contact with more substrate. Some studies found that a larger fungal pellet had higher specific glucoamylase activities, whereas a smaller fungal pellet had higher biodegradation rates [6,22]. Even so, the bioreduction parameters using the smallest pellets were unsatisfactory.

Although the asymmetric bioreduction of the aromatic ketones with active whole cells is one of the most promising methods, the substrate and product are noxious to the cells [18,19]. To resolve the bottleneck, Yang et al. [19] introduced an organic solvent to control the concentrations of the substrate in an aqueous phase and to remove the product from the aqueous phase in situ. Wang et al. [16] isolated a novel bacterial strain and optimized the conditions for bioreduction of 3,5-bis(trifluoromethyl) acetophenone. In addition, 2-propanol was used instead of glucose as the hydrogen donor, leading to an increase of the substrate concentration. In the present study, we used nano-sized acetophenone as a substrate to attenuate the toxicity of acetophenone to Rhizopus oryzae. Obviously, the conversion and e.e. values reached nearly 100%. The final biomass in the control group was decreased at the end of incubation compared with the initial biomass. On the contrary, the final biomass was increased when using nano-sized acetophenone as a substrate, suggesting that acetophenone nanoemulsions suppress the toxicity to cells. We also evaluated the toxicity of Tween 80 and 1,2- propylene glycol to cells. The results revealed that there was no difference in the conversion, e.e., residual glucose, and final biomass when using different concentrations of Tween 80 and 1,2-propylene glycol in the transparent nanoemulsions, suggesting that Tween 80 and 1,2-propylene glycol have no significant effect on acetophenone reduction.

Taken together, pellets and nanoemulsions both increase the interfacial areas and shorten the incubation time. In addition, nanoemulsions decrease the toxicity of acetophenone to fungal cells and elevate the solubility and bioavailability. These advantages synergistically result in superior performances of acetophenone reduction. The first attempt at bioreduction by Rhizopus oryzae, using nanosized acetophenone as a substrate, seems to be practicable.

References

  1. Ahmad N, Ramsch R, Llinàs M, Solans C, Hashim R, Tajuddin HA. 2014. Influence of nonionic branched-chain alkyl glycosides on a model nano-emulsion for drug delivery systems. Colloids Surf. B Biointerfeces 115: 267-274. https://doi.org/10.1016/j.colsurfb.2013.12.013
  2. Botalova O, Schwarzbauer J, Frauenrath T, Dsikowitzky L. 2009. Identification and chemical characterization of specific organic constituents of petrochemical effluents. Water Res. 43: 3797-3812. https://doi.org/10.1016/j.watres.2009.06.006
  3. Dynesen J, Nielsen J. 2003. Surface hydrophobicity of Aspergillus nidulans conidiospores and its role in pellet formation. Biotechnol. Progr. 19: 1049-1052. https://doi.org/10.1021/bp0340032
  4. Fu YQ, Yin LF, Jiang R, Zhu HY, Ruan QC. 2015. Effects of calcium on the morphology of Rhizopus oryzae and L-lactic acid production, pp. 233-243. In Zhang TC, Nakajima M (eds.). Advances in Applied Biotechnology. Springer-Verlag Berlin Heidelberg, New York.
  5. Gu C, Zhou Y, Liu L, Tan T, Deng L. 2013. Production of fumaric acid by immobilized Rhizopus arrhizus on net. Bioresour. Technol. 131: 303-307. https://doi.org/10.1016/j.biortech.2012.12.148
  6. Kim Y-M, Song H-G. 2009. Effect of fungal pellet morphology on enzyme activities involved in phthalate degradation. J. Microbiol. 47: 420-424. https://doi.org/10.1007/s12275-009-0051-8
  7. Lawrence MJ, Rees GD. 2000. Microemulsion-based media as novel drug delivery systems. Adv. Drug Deliver. Rev. 45: 89-121. https://doi.org/10.1016/S0169-409X(00)00103-4
  8. Morales D, Gutiérrez JM, Garcia-Celma M, Solans Y. 2003. A study of the relation between bicontinuous microemulsions and oil/water nano-emulsion formation. Langmuir 19: 7196-7200. https://doi.org/10.1021/la0300737
  9. Patil P, Chattopadhyay A, Udupa S, Banerji A. 1993. Biotransformations with Rhizopus arrhizus: preparation of enantiomers of sulcatol. Biotechnol. Lett. 15: 367-372.
  10. Roa Engel CA, Van Gulik WM, Marang L, Van der Wielen LA, Straathof AJ. 2011. Development of a low pH fermentation strategy for fumaric acid production by Rhizopus oryzae. Enzyme Microb. Technol. 48: 39-47. https://doi.org/10.1016/j.enzmictec.2010.09.001
  11. Salvi NA, Patil PN, Udupa SR, Banerji A. 1995. Biotransformations with Rhizopus arrhizus: preparation of the enantiomers of 1-phenylethanol and 1-(fo-, m- and pmethoxyphenyl) ethanols. Tetrahedron Asymmetry 6: 2287-2290. https://doi.org/10.1016/0957-4166(95)00304-8
  12. Shafiq-un-Nabi S, Shakeel F, Talegaonkar S, Ali J, Baboota S, Ahuja A, et al. 2007. Formulation development and optimization using nanoemulsion technique: a technical note. AAPS PharmSciTech 8: E12-E17. https://doi.org/10.1208/pt0802028
  13. Solans C, Izquierdo P, Nolla J, Azemar N, Garcia-Celma M. 2005. Nano-emulsions. Curr. Opin. Colloid Interface Sci. 10: 102-110. https://doi.org/10.1016/j.cocis.2005.06.004
  14. Vodnar DC, Dulf FV, Pop OL, Socaciu C. 2013. L(+)-Lactic acid production by pellet-form Rhizopus oryzae NRRL 395 on biodiesel crude glycerol. Microb. Cell Fact. 12: 92. https://doi.org/10.1186/1475-2859-12-92
  15. Wang G, Huang D, Li Y, Wen J, Jia X. 2015. A metabolicbased approach to improve xylose utilization for fumaric acid production from acid pretreated wheat bran by Rhizopus oryzae. Bioresour. Technol. 180: 119-127. https://doi.org/10.1016/j.biortech.2014.12.091
  16. Wang P, Cai J-B, Ouyang Q, He J-Y, Su H-Z. 2011. Asymmetric biocatalytic reduction of 3,5-bis (trifluoromethyl) acetophenone to (1R)-[3,5-bis (trifluoromethyl) phenyl] ethanol using whole cells of newly isolated Leifsonia xyli HS0904. Appl. Microbiol. Biotechnol. 90: 1897-1904. https://doi.org/10.1007/s00253-011-3233-3
  17. Xu Q, Li S, Huang H, Wen J. 2012. Key technologies for the industrial production of fumaric acid by fermentation. Biotechnol. Adv. 30: 1685-1696. https://doi.org/10.1016/j.biotechadv.2012.08.007
  18. Yang Z, Zeng R, Wang Y, Wang G, Yao S. 2007. Isolation of microbe for asymmetric reduction of prochiral aromatic ketone and its reaction characters. Front. Chem. Eng. China 1: 416-420. https://doi.org/10.1007/s11705-007-0076-7
  19. Yang ZH, Zeng R, Wang Y, Li W, Lv ZS. 2008. A complex process of the asymmetric reduction of prochiral aromatic ketone by yeast cell with the introduction of an organic solvent as the separation medium. Asia Pac. J. Chem. Eng. 3: 217-222. https://doi.org/10.1002/apj.121
  20. Zhang K, Yu C, Yang S-T. 2014. Effects of soybean meal hydrolysate as the nitrogen source on seed culture morphology and fumaric acid production by Rhizopus oryzae. Process Biochem. 50: 173-179. https://doi.org/10.1016/j.procbio.2014.12.015
  21. Zhou Y, Du J, Tsao GT. 2000. Mycelial pellet formation by Rhizopus oryzae ATCC 20344. Appl. Biochem. Biotechnol. 84: 779-789. https://doi.org/10.1385/ABAB:84-86:1-9:779
  22. Zhou Z, Du G, Hua Z, Zhou J, Chen J. 2011. Optimization of fumaric acid production by Rhizopus delemar based on the morphology formation. Bioresour. Technol. 102: 9345-9349. https://doi.org/10.1016/j.biortech.2011.07.120

Cited by

  1. Efficient Enantioselective Biocatalytic Production of a Chiral Intermediate of Sitagliptin by a Newly Filamentous Fungus Isolate vol.180, pp.4, 2016, https://doi.org/10.1007/s12010-016-2125-5
  2. Efficient (3R)-Acetoin Production from meso-2,3-Butanediol Using a New Whole-Cell Biocatalyst with Co-Expression of meso-2,3-Butanediol Dehydrogenase, NADH Oxidase, and Vitreoscilla Hemoglobin vol.27, pp.1, 2016, https://doi.org/10.4014/jmb.1608.08063