Literature DB >> 32395639

Detection of superoxide dismutase (Cu-Zn) isoenzymes in leaves and pseudobulbs of Bulbophyllum morphologlorum Kraenzl orchid by comparative proteomic analysis.

Pattana S Huehne1, Kisana Bhinija1, Chantragan Srisomsap2, Daranee Chokchaichamnankit2, Churat Weeraphan2, Jisnuson Svasti2,3, Skorn Mongkolsuk1,3.   

Abstract

Typically, biological systems are protected from the toxic effect of free radicals by antioxidant defense. Extracts from orchids have been reported to show high levels of exogenous antioxidant activity including Bulbophyllum orchids but so far, there have been no reports on antioxidant enzymes. Therefore, differences in protein expression from leaves and pseudobulbs of Bulbophyllum morphologlorum Kraenzl and Dendrobium Sonia Earsakul were studied using two-dimensional gel electrophoresis and mass spectrometry (LC/MS/MS). Interestingly, the largest group of these stress response proteins were associated with antioxidant defense and temperature stress, including superoxide dismutase (Cu-Zn) and heat shock protein 70. The high expression of this antioxidant enzyme from Bulbophyllum morphologlorum Kraenzl was confirmed by activity staining on native-PAGE, and the two Cu/Zn-SODs isoenzymes were identified as Cu/Zn-SOD 1 and Cu/Zn-SOD 2 by LC/MS/MS. The results suggested that Bulbophyllum orchid can be a potential plant source for medicines and natural antioxidant supplements.
© 2020 The Author(s).

Entities:  

Keywords:  Bulbophyllum; Enzymatic antioxidant; Orchid; Proteomics; Stress response; Superoxide dismutase (Cu–Zn)

Year:  2020        PMID: 32395639      PMCID: PMC7210398          DOI: 10.1016/j.bbrep.2020.100762

Source DB:  PubMed          Journal:  Biochem Biophys Rep        ISSN: 2405-5808


Introduction

The effect of oxidative stress and the process of autoxidation cause human diseases such as cardiovascular diseases, aging, cancers and diabetes [1]. Many antioxidants have been synthesized and used to prevent the process, but sometimes produced side effects [2]. As a result, natural antioxidants have been obtained from plants as potential medicines to prevent and/or treat such diseases [3]. The search for safe antioxidants from plants still continues. One of the most important enzymatic antioxidants that constitute the first line of antioxidant barrier against reactive oxygen species-induced damages is superoxide dismutase (SOD) [4,5]. Based on the catalytic metal ions at the active sites, SODs are classified into three distinct groups: Fe, Mn and Cu/Zn-SOD [6]. Diminished activities of SODs have been reported in various physiological and pathological conditions e.g. cancer, inflammatory diseases, aging and skin disorders. To date, several studies suggest that SODs are useful agents for prevention or treatment of various skin disorders, especially in melanoma cancer and skin inflammation. In plants, superoxide dismutases may contain different catalytic metal ions at the active site: Cu/Zn, Mn and Fe. The differences in type, number and distribution of metalloenzymes depend on the species, stage of development and environment [[7], [8], [9], [10], [11]]. In addition, SODs with the same metal cofactor can change roles in different species [12]. Iron-SODs are the oldest group of ubiquitous enzymes, found in chloroplasts and cytoplasm [13,14] Manganese-SODs are present in mitochondria and peroxisomes [15]. The Cu/Zn-SODs were reported to compose of two subunits with a combination of Cu and Zn atoms, respectively [16]. They are found in the chloroplasts, cytosol, peroxisomes and the apoplast [[17], [18], [19]]. In recent years, the SODs have been reported to play a role in plant protection against abiotic and biotic stress [20]. The Orchidaceae is a widely distributed flowering plant family, found in all types of habitats, and includes terrestrial, saprophytic, and epiphytic orchids. The Bulbophyllum orchid, an epiphyte, has some 1000 species in Africa and Asia, with the latter being mainly in China, Nepal, Sikkim, Bhutan, India, Burma, Thailand, Laos, and Vietnam [21]. Thailand has 154 known species of Bulbophyllum, making it the second most prevalent orchid genus after Dendrobium orchids [22]. Dendrobium and Bulbophyllum species have a long history and are commonly used as traditional Chinese medicines (TCM) in Asian countries [21,[23], [24], [25]]. Two known Bulbophyllum species, B. kwangtungense Schlecht (Shi dou-Ian) [21,26] and B. odoratissimum Lindl [27]. are used as medicinal orchids in the treatment of tuberculosis, chronic inflammation, and fever reduction [23,24]. Several reports have described the phytochemical constituents and biological effects of the chemical compounds extracted from the entire plant or plant parts (leaf, pseudobulb, or root) of Bulbophyllum used for various disease treatments [24]. The extracts from some orchids show high levels of exogenous antioxidant activity such as flavonoids in the leaves of Rhynchostylis retusa [28], and in the stems of Bulbophyllum kaitense [29], as well as the polyphenolics in the stems of Vanda cristata [28]. Dendrobium nobile was reported to be a potential source of antioxidants [30]. Orchids are therefore considered as good sources for antioxidants, but there is still no report on enzymatic antioxidants from Bulbophyllum orchids. Proteomic techniques, using two-dimensional gel electrophoresis and nanoLC-mass spectrometry, is used worldwide to identify proteins from biological samples including plants and animals. Recently, proteomic studies of orchids have been reported to study various aspects, for example: the generation of the protocorm-like body of Vanilla planifolia Jacks. ex Andrews [31,32]; the browning in leaf culture of Phalaenopsis [33]; the pollination of the flower of Ophrys spp. [34], Cymbidium ensifolium (L.) Sw [35]. and Dendrobium chrysanthum [36]; the symbiotic reaction between fungi and the seeding of Oncidium sphacelatum Lindl [37,38]. and Dendrobium officinale Kimura and Migo herb [39,40]; the succinyl-proteome profile of the entire plant of Dendrobium officinale Kimura et Migo herb [41]; the adaptive drought strategies of Cymbidium sinense and C. tracyanum [42]; and the adaptive development of a tolerant mechanism to heavy metals by mycorrhizal Bipinnula fimbriata [43]. But there are still no data available in terms of the major proteins produced in the leaves and pseudobulbs of Bulbophyllum orchid. Since our previous work (unpublished data) suggested that ethanol extracts of Bulbophyllum morphologlorum Kraenzl. (semi-epiphytic orchids) and Dendrobium Sonia Earsakul (epiphytic orchid) showed significant DPPH radical scavenging assay, as determined by the method of van Amsterdam et al. [44], we decide to investigate the endogenous enzymatic antioxidant activity of leaves and pseudobulbs of these orchids. Thus, comparative protein expression of Bulbophyllum morphologlorum Kraenzl and of Dendrobium Sonia Earsakul was studied by two-dimensional electrophoresis (2-DE) and nanoLC/MS/MS technology. In the present work, information was obtained on the differential expression of proteins and protein functions. The proteins involved in stress response were found in the highest amounts in Bulbophyllum orchid. SOD activity was detected by staining on native-PAGE and finally identified as Cu/Zn-SOD by nanoLC/MS/MS.

Materials and Methods

Plant materials and phenol protein extraction

Three-year-old Bulbophyllum morphologlorum Kraenzl. derived from seedlings were grown in a greenhouse at the Chulabhorn Research Institute, and Dendrobium Sonia Earsakul was purchased from the Chatuchak Sunday Market, Bangkok, Thailand. Ten grams of fresh leaf and pseudobulb samples were collected separately from mature orchids, and then immediately ground to a fine powder in liquid nitrogen prior to protein extraction with 50 mL of extraction buffer A (0.1 M Tris-HCl pH 8.8, 100 mM KCl, 0.4% 2-mercaptoethanol, 0.7 M sucrose), and the supernatant transferred to a new tube. After addition of 1 volume of extraction buffer B, consisting of the same buffer A with the addition of 2 mM phenylmethanesulfonyl fluoride (PMSF) and 50 mM ethylenediaminetetraacetic acid (EDTA) as protease inhibitors [45], the solution was mixed using a vortex, left at 4 °C for at least 30 min and centrifuged for 20 min, 4000 g at 4 °C. The supernatant was removed into a new tube and kept at 4 °C, and the pellet was extracted one more time using the same extraction buffer. The supernatant was combined with the first extraction and added with an equal volume of water-saturated phenol. The solution was mixed vigorously and kept on ice for 1 h, the solution was centrifuged for 20 min, 8000 g at 4 °C and the phenol phase was transferred to a new tube. The same phenol extraction was repeated one more time. Pooled phenol phase was added with 5 vol of 0.1 M of ammonium acetate in methanol and left overnight at −20 °C for protein precipitation. The sample was centrifuged as above and the protein pellet was dissolved immediately in cold water, sonicated for 3 min and then added with 9 vol of cold acetone. The solution was left at −20 °C for about 4 h to precipitate protein and centrifuged as above. The protein pellet was removed, dried and stored at −80 °C.

Two-dimensional gel electrophoresis (2-DE)

The protein pellet was resuspended in IEF buffer (7 M urea, 2 M thiourea, 4% CHAPS, 2% triton X-100, 100 mM DTT, 1% ampholytes pH 3–10, and 0.005% bromophenol blue). Then, pre-cast, 7 cm immobilized pH gradient strips (IPG strip), with a pH 4–7 linear gradient (GE Healthcare, UK), were loaded with 300 μg of protein in IEF buffer for each IPG strip, and rehydrated overnight. The 1st dimension was run in an EttanIPGphor II IEF Unit (GE Healthcare, UK) with these conditions: step 1, hold at 300 V for 30 min; step 2, gradient at 1000 V for 30 min; step 3, gradient at 5000 V for 90 min; and step 4, hold at 5000 V for 12–36 min. After the 1st dimension, proteins were reduced by incubating the IPG strips with 1% w/v DTT in equilibration buffer (6 M urea, 30% w/v glycerol, 2% SDS, and 50 mM TrisHCl, pH 8.8), and alkylated with 2.5% w/v iodoacetamide in equilibration buffer (6 M urea, 30% w/v glycerol, 2% SDS, and 50 mM TrisHCl, pH 8.8) [46]. The IPG strips were embedded within molten agarose directly on top of a 1.5 mm × 10 cm × 10.5 cm SDS-PAGE gel (4% stacking gel, 12.5% separating gel). Separation in the 2nd dimension involved SDS-PAGE with a constant current of a 12 μA/IPG strip for 3 h per gel. The protein spots were visualized by staining with 0.1% Coomassie brilliant blue R-250. The gel images were captured using the LabScan Image Scanner II software (GE Healthcare, UK), and the total protein spots were analyzed using the ImageMaster 2D Platinum 6.0 software (GE Healthcare, UK) by matching and comparing the differences in the % volume of the protein spots. The experiments were studied independently in triplicate. The protein spots that showed significant difference in volume ratio (P ≤ 0.05) were selected for further analysis using mass spectrometry.

Protein identification using mass spectrometry analysis

The selected protein spots from the 2-DE gels were excised and destained with 0.1 M NH4HCO3 and 50% acetonitrile. The disulphide bonds were reduced with 0.1 M NH4HCO3, 10 mM DTT, and 1 mM EDTA, alkylated with 100 mM iodoacetamide in 0.1 M NH4HCO3 and digested with trypsin. Liquid chromatography tandem-mass spectrometry (LC-MS/MS) analyses were carried out on a capillary LC system coupled to a Quadrupole-Time of flight tandem mass spectrometer (Waters Micromass, UK) equipped wih a Z-spray ion-source working in the nanoelectrospray mode. Glu-fibrinopeptide was used to calibrate the instrument in the MS/MS mode, and tryptic peptides were concentrated and desalted on a 75 μm ID × 150 mm C18 PepMap column (LC Packings, the Netherlands). Eluents A and B consisted of 0.1% formic acid in 97% water and 3% acetonitrile, and 0.1% formic acid in 97% acetonitrile, respectively. A 6 μL sample was injected into the nanoLC system, and the separation was performed with the following gradient: 0 min 7% B, 35 min 50% B, 45 min 80% B, 49 min 80% B, 50 min 7% B, and 60 min 7% B. A database search using SWISS–PROT (http://www.ebi.ac.uk/uniprot/) and NCBI (http://www.ncbi.nlm.nih.gov/protein/) was performed with ProteinLynx (Waters Micromass, Manchester, UK). The Mascot search tool, available on the Matrix Science site (http://www.matrixscience.com), was used for some proteins which were not found in the previous databases [47]. The search parameters were used as follow: Database, Swiss-Prot; taxonomy, Viridiplantae (Green Plants), peptide mass tolerance was 1.2 Da, MS/MS ion mass tolerance was 0.6 Da, allowance was set to 1 missed cleavage, trypsin was set as the used enzyme and the peptide charge limit was set at 2+ and 3+. The identification of protein was analyzed by using p-value ≤0.05 and Mascot score >30 being considered as promising hits. Our criteria followed those of Kristiansenetal et al. [48], for example one matched peptide composed of at least 8 amino acids and a sequence tag of at least 3 amino acids would be considered as a good y-ion series. The peptide and Mascot score for proteins containing one matched peptide should be greater than 30. Protein function was obtained from the UniProt website (http://www.uniprot.org) [49]. Two-way statistical analysis of variance with Tukey's Honest Significant Difference post-hoc analysis was performed. Values were considered to indicate a statistically significant at p < 0.05 [50].

Protein-protein interaction analysis

STRING (the Search Tool for Retrieval of Interacting Genes/Proteins) database v 9.0 (string-db.org) was employed to obtain the interaction network. The confidence score was defined by STRING and the interaction confidence was calculated. The interaction network was constructed with a high confidence score>0.4. Cytoscape software (http://www.cytoscape.org) was used as a tool to visualize the protein-protein interaction network.

Protein precipitation by ammonium sulfate

Three grams of fresh leaf and pseudobulb samples from Bulbophyllum morphologlorum Kraenzl and Dendrobium Sonia Earsakul were collected from mature orchids, and then immediately ground separately to a fine powder in liquid nitrogen and left in 5 mL of extraction buffer (0.1 M NaCl, 20 mM phosphate buffer pH 7.2) at 4 °C. The mixture was stirred at 4 °C overnight and later centrifuged at 10,178×g for 30 min at 4 °C and the supernatant was collected. Then ammonium sulfate was added to the supernatant to 90% saturation, and the mixture was left overnight at 4 °C. Precipitated material was obtained by centrifugation (15,904×g, 30 min, 4 °C). The precipitate was dissolved in 400 μL deionized water, and dialyzed against 1000 mL of 20 mM phosphate buffer pH 7.2 (with 4 changes of the fresh buffer) over 18 h at 4 °C. The dialyzed material was then dried using speed-vac. The amount of protein was calculated by the Bradford assay [51].

Native polyacrylamide gel electrophoresis of SOD activity

The native-PAGE using 12.5% (w/v) polyacrylamide was prepared. The protein sample was dissolved in sample buffer without boiling. The gel was stained for SOD activity using the Chopra method [52]. Thirty micrograms of extracted proteins from leaves and pseudobulb of both orchids after ammonium sulfate precipitation were added with non-reducing sample buffer (62.5 mM TrisHCl pH 6.8,10%, v/v glycerol and 1%, w/v bromophenol blue) and loaded onto native-PAGE. Electrophoresis was performed for 60 min at 4 °C and 10 mA. SOD activity was detected by incubating the gel in staining buffer (50 mM phosphate, pH 7.8), containing EDTA (1 mM) and riboflavin-NBT in the dark for 10 min. The riboflavin-NBT was replaced by 0.1%v/v TEMED and left in the dark for 15 min. Then the solution was removed and the gel was placed under a 25 W light bulb until SOD bands were visualized. The SOD bands were confirmed by in-gel tryptic digestion and LC/MS/MS using the above method.

Results

Protein profiles of leaves and pseudobulbs of Bulbophyllum morphologlorum Kraenzl and Dendrobium Sonia Earsakul

Three hundred micrograms of phenol extracted proteins from leaves and pseudobulb of Bulbophyllum morphologlorum Kraenzl and Dendrobium Sonia Earsakul were separately loaded in triplicate onto 2-DE gels. The results showed reproducible and clear proteomic maps with distinctive and intense spots ranging from 14 to 97 kDa as shown in Fig.1 (A-D). ImageMaster 2D Platinum software was used for analysis, showing that the Bulbophyllum leaf and pseudobulb extracts had 700 and 673 protein spots, respectively while the Dendrobium leaf and pseudobulb extracts had 679 and 551 protein spots, respectively. A total of 233 randomly selected protein spots of highly expressed proteins from both tissues of Bulbophyllum and Dendrobium were excised and trypsinized for identification of proteins by LC-MS/MS analysis.
Fig. 1

Proteomic profiles of leaves (A) and pseudobulbs (B) of Bulbophyllum morphologlorum Kraenzl and of leaves (C) and pseudobulbs (D) of Dendrobium Sonia Earsakul. The 2-D electrophoresis was obtained using 300 μg phenol extracted proteins from both tissues of the orchids and 7 cm IPG with pH from 4 to 7 was used for the 1st dimension. E is Leaf and pseudobulb tissue of Bulbophyllum morphologlorum Kraenzl while F is Leaf and pseudobulb tissue of Dendrobium Sonia Earsakul.

Proteomic profiles of leaves (A) and pseudobulbs (B) of Bulbophyllum morphologlorum Kraenzl and of leaves (C) and pseudobulbs (D) of Dendrobium Sonia Earsakul. The 2-D electrophoresis was obtained using 300 μg phenol extracted proteins from both tissues of the orchids and 7 cm IPG with pH from 4 to 7 was used for the 1st dimension. E is Leaf and pseudobulb tissue of Bulbophyllum morphologlorum Kraenzl while F is Leaf and pseudobulb tissue of Dendrobium Sonia Earsakul.

Protein identification by LC-MS/MS analysis

The highly expressed protein spots of interest, selected as representative proteins from the leaves and pseudobulbs of the Dendrobium and Bulbophyllum, were digested with trypsin and identified by LC-MS/MS. A total of 233 proteins were identified using SWISSPROT databases as annotated proteins (Table 1) including accession number, Mascot score, percent coverage, MW/pI (experimental and theoretical) and functions, using the criteria explained in the Materials and Methods. Since there is still no database for orchids, we searched by using viridiplantae (green plants) from the database. The identified proteins were from various types of plants that matched with the peptide sequences. Based on the Protein Analysis Through Evolutionary Relationships (PANTHER) Gene Ontology classification analyses, these 233 annotated proteins were categorized and displayed by the percent of proteins into 9 functional groups as follows: proteins involved in amino acid metabolism, carbohydrate metabolism, cellular communication and signal transduction, fatty acid metabolism, glycolysis and gluconeogenesis, photosynthesis and photorespiration, protein biosynthesis, stress response and unknown proteins. The functional proteins in the leaves of the Bulbophyllum were annotated into stress response (40%), photosynthesis and photorespiration (23.64%), and glycolysis and gluconeogenesis group (20%). In comparison, the proteins in pseudobulbs of the Bulbophyllum were dominated by stress response (41.43%), glycolysis and gluconeogenesis (17.14%), and cellular communication and signal transduction (12.86%) (Fig. 2).
Table 1

Identified proteins of Bulbophyllum morphologorum Kranzl. (BM) and Dendrobium Sonia Earsakul (DE) by LC-MS/MS.

Spot no.Protein IdentificationAccession no.MASCOT score% Coverage(MW/pI) aTheoretical(MW/pI)b ExperimentalFunctions
Bulbophyllum morphologorum's leaves
A3TMV resistance protein N-like (Eucalyptus grandis)gi|702444611382%39.64/7.5397.00/5.4Stress response
A7Hydroquinone glucosyltransferase (Eucalyptus grandis)gi|702327425453%53.82/6.1094.93/5.5Stress response
A12Auxin-binding protein ABP19a (Fragaria vesca subsp. vesca)gi|470105207313%22.98/5.9074.26/6.6Stress response
A20ZG10 (Protein amino acid glycosylation) (Pisum sativum)gi|37813069453%28.26/7.2561.16/6.3Glycolysis and gluconeogenesis
A21Centromeric histone H3 (Brassica juncea)gi|134152527424%19.48/11.6058.73/5.8Cellular communication and signal transduction
A22Gastrodianin-4B (Gastrodia elata)gi|624799578611%18.21/8.5858.73/5.7Stress response
A25Pyruvate, phosphate dikinase (Arabidopsis thaliana)gi|79475768457%95.332/5.3674.27/5.5Glycolysis and gluconeogenesis
A29Heat shock cognate 70 kDa protein 2 (Zea mays)gi|1956166441659%71.09/5.0678.40/5.2Stress response
A30Heat shock protein 70 (Camellia sinensis)gi|189380223637%75.07/5.5478.40/5.1Stress response
A31Heat shock cognate 70 kDa protein 2 (Zea mays)gi|226500092523%71.09/5.1578.40/5.0Stress response
A32Heat shock protein 70 (Cucumis sativus)gi|114342719210%75.37/4.9978.76/4.8Stress response
A33RuBisCO large subunit-binding protein subunit alpha, chloroplastic (Fragment) (Brassica napus)gi|289365868%57.66/4.8470.13/4.8Photosynthesis and photorespiration
A34RuBisCO large subunit-binding protein subunit alpha, chloroplastic (Pisum sativum)gi|219902505653%61.94/5.1570.13/4.8Photosynthesis and photorespiration
A35V-type proton ATPase subunit B1 (Vitis vinifera)gi|22542808619717%54.25/5.0461.16/5.0Cellular communication and signal transduction
A36RuBisCO large subunit-binding protein subunit beta (Pisum sativum)gi|2506277566%62.94/5.8564.79/5.2Photosynthesis and photorespiration
A374-hydroxy-tetrahydrodipicolinate synthase, chloroplastic (Coix lacryma-jobi)gi|300572573371%41.05/6.8462.37/5.5Amino acid metabolism
A38ATP synthase subunit alpha, chloroplastic (Lotus japonicus)gi|13518443329%55.75/5.2259.95/5.3Photosynthesis and photorespiration
A39ATP synthase subunit beta, chloroplastic (Eucalyptus globulus subsp. Globulus)gi|604608163111%53.69/5.2956.31/5.3Photosynthesis and photorespiration
A40Enolase 1 (Zea mays)gi|1624582072026%48.03/5.2053.89/5.3Glycolysis and gluconeogenesis
A42Nicotianamine synthase (Ricinus communis)gi|2555853444210%75.81/7.2955.10/5.0Stress response
A43DEAD-box ATP-dependent RNA helicase 31 (Arabidopsis thaliana)gi|334188604361%90.03/9.0250.26/5.1Stress response
A44Actin (Glycine max)gi|18532562%41.57/5.2344.21/5.2Stress response
A49Ribulose bisphosphate carboxylase/oxygenase activase 2 (Nicotiana tabacum)gi|126437588011%48.31/8.1442.59/5.6Photosynthesis and photorespiration
A50Phosphoglycerate kinase (Musa acuminata)gi|102139814427%42.27/6.2041.78/5.7Glycolysis and gluconeogenesis
A51Cytosolic 3-phosphoglycerate kinase activase 2 (Nicotiana tabacum)gi|281729139318%31.30/5.0543.00/5.9Glycolysis and gluconeogenesis
A52Phosphoglycerate kinase (Ricinus communis)gi|2555445848417%50.00/8.7443.00/6.2Glycolysis and gluconeogenesis
A53Allyl alcohol dehydrogenase (Nicotiana tabacum)gi|6692816415%38.06/6.5639.75/6.0Fatty acid metabolism
A54rbcL gene product (chloroplast) (Brassica napus)gi|3839304359718%52.92/5.8842.59/6.3Photosynthesis and photorespiration
A55Photosystem II stability/assembly factor HCF136gi|752527308012%45.44/9.0238.93/5.7Photosynthesis and photorespiration
A56Sedoheptulose-1,7-bisphosphatase (Ricinus communis)gi|255579134965%41.97/5.9541.78/4.8Carbohydrate metabolism
A57Putative DNA damage repair toleration protein DRT102 (Trifolium pretense)gi|84468444623%32.95/5.0638.53/4.7Stress response
A58B3 domain-containing transcription repressor VAL2-like (Cicer arietinum)gi|828298615352%44.49/5.7538.53/5.0Stress response
A59Disease resistance protein (Theobroma cacao)gi|16322949423%15.13/6.6642.59/4.6Stress response
A60Oxygen-evolving enhancer (Pisum sativum)gi|1313849410%34.87/6.2534.06/5.9Photosynthesis and photorespiration
A61Oxygen-evolving enhancer (Glycine max)gi|35655944210523%35.04/6.6634.06/6.0Photosynthesis and photorespiration
A64Glyceraldehyde-3-phosphate dehydrogenase (Knorringia sibirica)gi|115371630909%36.65/7.6635.68/6.4Glycolysis and gluconeogenesis
A65Glyceraldehyde-3-phosphate dehydrogenase C subunit (Gossypium hirsutum)gi|21190651810318%36.54/7.7039.34/6.7Glycolysis and gluconeogenesis
A66Glyceraldehyde-3-phosphate dehydrogenase C1 (Pyrus x bretschneideri)gi|38139306414223%36.92/8.2439.34/6.8Glycolysis and gluconeogenesis
A67Putative alpha 7 proteasome subunit (Nicotiana tabacum)gi|145949257118%27.18/6.1130.81/6.1Amino acid metabolism
A69Transcription factor (Vicia faba var minor)gi|2104681332%39.95/6.3628.52/6.1Cellular communication and signal transduction
A70Triosephosphate isomerase (Coptis japonica)gi|136057758%27.07/5.5429.20/5.3Glycolysis and gluconeogenesis
A71Putative disease resistance RPP13-like protein 1 (Pyrus x bretschneideri)gi|694327264471%200.00/5.6430.00/5.2Stress response
A72Hypothetical protein SORBIDRAFT_02g031030 (Sorghum bicolor)gi|2420499784913%32.34/6.4529.43/5.2Glycolysis and gluconeogenesis
A73Cysteine proteinase COT44 (Brassica napus)gi|118127323%36.25/8.0529.43/5.0Amino acid metabolism
A74Oxygen-evolving enhancer protein 2, chloroplastic (Helianthus annuus)gi|302595736365%28.12/8.6727.85/5.0Photosynthesis and photorespiration
A75Oxygen-evolving enhancer protein 2 (Bruguiera gymnorhiza)gi|8131593416%17.58/4.9127.855.2Photosynthesis and photorespiration
A76Heme-binding protein 2 (Cucumis sativus)gi|449438953575%24.48/4.6528.52/4.4Photosynthesis and photorespiration
A77Superoxide dismutase (Cu–Zn) (Zantedeschia aethiopica)SODCP_ZANAE7312%22.06/6.1724.48/4.9Stress response
A78Superoxide dismutase (Cu–Zn) (Zantedeschia aethiopica)SODCO_ZANAE416%22.06/6.1724.48/4.8Stress response
A79Superoxide dismutase (Cu–Zn) (Panax ginseng)SODCP_PANGI788%15.25/5.4521.10/5.5Stress response
A80Maturase K (Ferraria crispa)gi|71060163311%62.85/9.7522.00/5.8Cellular communication and signal transduction
A81Mannose-binding lectin precursor (Tulipa hybrid cultivar)gi|1141765355%18.96/4.8426.05/6.2Stress response
A83Peroxidase 27 (Arabidopsis thaliana)PER27_ARATH423%34.93/9.1914.10/4.7Stress response
A85Probable WRKY transcription factor 43 (Arabidopsis thaliana)gi|1063699318339%12.94/9.5717.35/4.2Stress response
A86Mannose binding lectin AKA1 precursor (Amorphophallus konjac)gi|30349401767%14.42/10.2014.10/4.1Stress response
Bulbophyllum morphologorum's pseudobulbs
B3Calcium calmodulin dependent protein kinase (Medicago truncatula var truncatula)gi|163256950587%22.85/5.30103.64/4.9Stress response
B4Nuclease HARBI1 (Gossypium raimondii)gi|823135887422%42.00/9.7090.35/4.6Cellular communication and signal transduction
B53-ketoacyl carrier protein synthase III (Allium ampeloprasum)gi|1143069321%42.62/6.4088.14/4.7Fatty acid metabolism
B6Molecular chaperone hsp70bgi|116061511372%59.76/6.6085.92/4.9Stress response
B7Heat shock protein 90 (Triticum aestivum)gi|29471781030015%80.30/5.0092.57/5.0Stress response
B8Heat shock cognate 70 kDa (Vitis vinifera)gi|3594867993110%71.13/5.2083.71/5.1Stress response
B9Heat shock cognate 70 kDa (Glycine max)gi|3565689928320%71.19/5.1081.50/5.2Stress response
B10High molecular weight heat shock protein (Malus x domestica)gi|6969976617%71.17/5.2081.50/5.2Stress response
B11P-Protein-like protein (Arabidopsis thaliana)gi|14596025344%112.88/6.5079.28/5.3Unknown
B12Heat shock protein 70 (Phaseolus vulgaris)gi|3999405010%72.49/6.0074.85/5.4Stress response
B13Phosphoglycerate mutase (Nicotiana attenuate)gi|111162649597%27.38/5.6077.07/5.5Glycolysis and gluconeogenesis
B142,3-bisphosphoglycerate-independent phosphoglycerate mutase(Ricinus communis)PMGI_RICCO543%60.78/5.4077.07/5.6Glycolysis and gluconeogenesis
B15AsnC family transcriptional regulator (Propionispora sp. Iso 2/2)gi|930608178538%18.21/5.9083.71/5.8Cellular communication and signal transduction
B16Chloroplast transketolase (Arabidopsis lyrata subsp. lyrata)gi|2978101731075%79.53/6.5083.71/5.9Stress response
B17Hypothetical protein SELMODRAFT_403066 (Selaginella moellendorffii)gi|302754452392%32.61/9.1083.71/6.0Unknown
B18Methionine synthase (Solanum tuberosum)gi|8439545564%84.61/5.9088.14/6.5Amino acid metabolism
B19Malate dehydrogenase (Cicer arietinum)gi|4586606384%17.74/5.0974.85/6.6Carbohydrate metabolism
B20Histidine decarboxylase (Nicotiana tomentosiformis)gi|697133277321%52.36/7.2077.07/6.9Amino acid metabolism
B21Catalase 2 (Elaeis guineensis)gi|1929109166712%9.27/10.0061.07/6.9Stress response
B22Succinate dehydrogenase (ubiquinone) flavoprotein subunit 1 (Glycine max)gi|356498373814%69.72/6.3067.10/6.3Stress response
B23Predicted protein (Populus trichocarpa)gi|224100535534%67.54/6.6067.10/5.7Unknown
B24Chaperonin CPN60 (Vitis vinifera)gi|2254333755613%61.33/5.9063.53/5.4Stress response
B25Calreticulin-like (Phoenix dactylifera)gi|672144143473%47.30/4.5063.53/4.4Stress response
B26Enolase (Elaeis guineensis)gi|3534410789014%23.00/4.8058.60/5.1Glycolysis and gluconeogenesis
B27Enolase (Elaeis guineensis)gi|192910834679%47.73/5.9858.60/5.2Glycolysis and gluconeogenesis
B28Enolase (Elaeis guineensis)gi|19291083410511%47.73/5.9858.60/5.3Glycolysis and gluconeogenesis
B29Enolase 1 (Zea mays)gi|162458207644%48.03/5.2058.60/5.4Glycolysis and gluconeogenesis
B30Enolase (Oryza sativa Japonica Group)gi|780372568%47.96/5.4058.60/5.6Glycolysis and gluconeogenesis
B31ATP synthase CF1 alpha subunit (Phalaenopsis aphrodite subsp. formosana)gi|7810323812712%55.20/5.3460.25/5.5Photosynthesis and photorespiration
B32S-adenosyl-l-homocysteine hydrolase (Hordeum vulgare subsp. vulgare)gi|686554568311%49.96/5.8059.42/5.9Amino acid metabolism
B33Ribulosebisphosphate carboxylase large subunit chloroplast (Pogostemon cablin)gi|349048829%50.06/6.1058.60/6.4Photosynthesis and photorespiration
B34Benzoate transporter (Pseudomonas sp. Os17)gi|771840651322%41.57/9.9052.85/6.3Cellular communication and signal transduction
B35Unknown protein 18 (Pseudotsuga menziesii)gi|20583069778100%1.39/5.8052.85/6.2Unknown
B36Alcohol dehydrogenase 1(Solanum tuberosum)gi|1133659112%41.07/5.9252.85/6.0Stress response
B37Peroxisomal (S)-2-hydroxy-acid oxidase 2 (Aegilops tauschii)gi|475560053243%31.12/8.7055.32/5.2Fatty acid metabolism
B38Elongation factor Tu (Glycine max)gi|2494261362%36.35/6.2053.67/5.4Protein biosynthesis
B39Predicted protein (Populus trichocarpa)gi|224109060384%50.18/8.3052.03/5.5Cellular communication and signal transduction
B41Cytosolic phosphoglycerate kinase (Pisum sativum)gi|92307715012%42.26/5.7052.85/5.5Glycolysis and gluconeogenesis
B42Actin like protein (Phalaenopsis sp. True Lady)AF246715_1568%41.62/5.2052.03/5.3Stress response
B43Monodehydroascorbate reductase (Oncidium Gower Ramsey)gi|21289691410318%46.63/5.3052.03/5.3Stress response
B453-phosphoglycerate kinase (Hordeum vulgare subsp. vulgare)gi|213966833911%31.32/4.9047.921/5.2Glycolysis and gluconeogenesis
B47Glyceraldehyde-3-phosphate dehydrogenase (Ananas comosus)gi|3121922395915%36.576.7038.47/6.9Glycolysis and gluconeogenesis
B48Allyl alcohol dehydrogenase (Nicotiana tabacum)gi|6692816302%38.06/6.5640.17/6.4Fatty acid metabolism
B49Plant invertase/pectin methylesterase inhibitor superfamily (Theobroma cacao)gi|590708612262%64.48/8.1040.73/6.0Stress Response
B50Hydroxyacid dehydrogenase/reductase (Medicago truncatula)gi|124359345473%35.46/7.1041.30/5.2Stress response
B51Quinone oxidoreductase (Helianthus annuus)gi|14532287342%33.17/4.8041.30/4.8Stress response
B54TMV resistance protein N-like (Nicotiana sylvestris)gi|698528100321%129.67/7.8039.60/5.1Stress response
B55la-related protein 6B-like isoform X1 (Musa acuminata subsp. malaccensis)gi|695013984482%50.29/6.8039.60/5.2Cellular communication and signal transduction
B562-methylene-furan-3-one reductase (Solanum pennellii)gi|970030197819%40.92/8.8036.78/5.2Stress response
B57Unknown protein 18 (Pseudotsuga menziesii)gi|2058306975391%1.39/5.8035.65/5.7Unknown
B58Isoflavone reductase-like protein (Olea europaea)gi|218963723363%59.54/8.7033.39/5.8Stress response
B59Hypothetical protein OsI 007339 (Oryza sativa indica cultivar group)gi|125539711332%73.55/5.5033.39/5.5Unknown
B60Triosephosphate isomerase (Petunia x hybrida)gi|13512797012%27.11/5.5430.00/5.5Glycolysis and gluconeogenesis
B61Triosephosphate isomerase (Petunia x hybrida)gi|13512796210%27.11/5.5430.00/5.3Glycolysis and gluconeogenesis
B62Syntaxin-52-like (Camelina sativa)gi|727483504314%26.07/9.0728.11/5.6Cellular communication and signal transduction
B63Superoxide dismutase (Cu–Zn) (Panax ginseng)SODCP_PANGI348%15.25/5.4523.09/5.3Stress response
B65Superoxide dismutase (Cu–Zn) (Panax ginseng)SODCP_PANGI14622%15.25/5.4521.41/5.6Stress response
B66Initiation factor eIF4A-15 (Helianthus annuus)Q6T8C6_HELAN715%46.58/5.3019.88/5.8Protein biosynthesis
B67Intracellular pathogenesis-related protein PR-107 (Lilium longiflorum)gi|4325333596%16.64/5.4018.76/5.8Stress response
B6860S ribosomal export protein NMD3 (Solanum pennellii)gi|970037034311%59.19/6.0015.96/5.7Stress response
B69Glutathione-S-transferase (Avena sterilis subsp. ludoviciana)gi|173843312815%5.79/4.7018.76/6.4Stress response
B70Hypothetical protein CHLREDRAFT 173629 (Chlamydomonas reinhardtii)gi|159472713341%94.32/6.7018.76/6.8Unknown
B71Phytoene synthase (Oncidium Gower Ramsey)gi|40557193561%46.96/7.9015.68/6.5Stress response
B73Os03g0365200 (Oryza sativa japonica)gi|115453147795%24.40/10.0015.68/5.0Unknown
B74Multidrug Resistance associated Protein 1 (Catharanthus roseus)gi|156556172361%162.66/7.5014.84/4.8Stress response
B75ABC transporter C family member 9 (Glycine max)gi|356504494491%17.01/7.3314.84/4.6Stress response
B76RNA polymerase beta' subunit (Mesostigma viride)gi|11466381571%76.73/9.1514.84/4.4Cellular communication and signal transduction
B77RNA polymerase beta' subunit (Mesostigma viride)gi|11466381571%76.73/9.1515.68/4.0Cellular communication and signal transduction
B79RNA polymerase beta' subunit (Mesostigma viride)gi|11466381481%76.73/9.1525.81/4.6Cellular communication and signal transduction
B80Hypothetical protein (Oryza sativa Japonica Group)gi|12313682645%10.78/13.0025.81/4.8Unknown
Dendrobium Sonia EarSakul's leaves
C1Pyruvate orthophosphate dikinase (Eleocharis vivipara)gi|228587939411%95.97/5.2198.00/5.7Photosynthesis and photorespiration
C2Heat shock protein 70 (Spinacia oleracea)gi|265420840918%76.09/5.1986.66/4.7Stress response
C3Heat shock protein 70 (Dendrobium catenatum)gi|52533026534215%71.46/5.1381.50/5.2Stress response
C4Putative rubisco subunit binding-protein alpha subunit precursor (Oryza sativa Japonica group)gi|311939191396%61.36/5.2166.00/4.9Photosynthesis and photorespiration
C5ATP synthase beta subunit (Coriaria ruscifolia)gi|66276267107743%50.97/5.2060.25/5.2Photosynthesis and photorespiration
C6ATP synthase CF1 alpha subunit subunit precursor (Phalaenopsis aphrodite subsp. formosana)gi|7810323848222%55.20/5.3460.25/5.5Photosynthesis and photorespiration
C7Enolase (Elaeis guineensis)gi|19291083436020%47.73/5.9857.37/5.8Glycolysis and gluconeogenesis
C8Enolase 1 (Guzmania wittmackii x Guzmania lingulata)gi|36520011542524%47.86/5.7057.37/6.0Glycolysis and gluconeogenesis
C9Ribulose-1,5-bisphosphate carboxylase/oxygenase large subunit (Niedenzuella stannea)gi|33169030933519%49.40/6.1956.41/6.4Photosynthesis and photorespiration
C103-Phosphoglycerate kinase (Kengyilia hirsuta)gi|35173549635435%31.44/4.8450.66/6.0Glycolysis and gluconeogenesis
C11Phosphoglycerate kinase, cytosolic (Glycine max)gi|35652574421213%42.37/6.2846.83/5.7Glycolysis and gluconeogenesis
C12Glyceraldehyde-3-phosphate dehydrogenase, cytosolic (Petunia x hybrida)gi|12067341827%36.50/6.6840.83/6.8Glycolysis and gluconeogenesis
C13Probable long-chain-alcohol O-fatty-acyltransferase 3 (Brassica rapa)gi|685282948362%39.20/9.0637.04/5.4Fatty acid metabolism
C14Oxygen-evolving enhancer protein 1, chloroplastic (Vitis vinifera)gi|14779185220018%33.21/5.8735.41/5.2Photosynthesis and photorespiration
C15Putative Nuclear inhibitor of protein phosphatase-1 (Zostera marina)gi|901808822381%84.48/5.3631.08/5.6Fatty acid metabolism
C16F-box family protein (Theobroma cacao)gi|590728568332%47.82/4.6031.08/6.1Stress response
C17Carbonic anhydrase 2 (Fragment) (Flaveria linearis)gi|882244555%20.57/6.2128.20/5.8Carbohydrate metabolism
C18Photosystem II oxygen-evolving complex protein 2 (Arabidopsis thaliana (fragment))gi|10763739092%1.43/9.7125.50/5.8Photosynthesis and photorespiration
C20Mannose-binding protein, partial (Listera ovata)gi|4310998611%17.66/9.3915.59/4.2Stress response
C21Early nodulin-like protein 2 (Setaria italica)gi|835974449498%14.77/6.4914.47/4.3Cellular communication and signal transduction
C22Mannose-binding protein, partial (Listera ovata)gi|4310999211%17.66/9.3915.27/4.5Stress response
C23Lectin, partial (Listera ovata)gi|431097496.81%18.65/5.5214.10/4.8Stress response
C24Thioredoxin H3 (Ipomoea batatas)gi|3362108410412%13.70/6.0618.13/5.0Stress response
C25Pyruvate orthophosphate dikinase (Eleocharis vivipara)gi|228587926912%95.97/5.2198.00/5.7Photosynthesis and photorespiration
C26UTP-glucose-1-phosphate uridylyltransferase (Hordeun vulgare)gi|6136111632%51.78/5.2053.54/5.1Stress response
C27Ribulose-1,5-bisphosphate carboxylase|oxygenase (Haworthia vittata)gi|3363595519714%49.17/6.4357.37/6.2Photosynthesis and photorespiration
C28ATP synthase subunit beta-3 (Arabidopsis thaliana)gi|2232667341521%59.82/6.0657.37/5.3Photosynthesis and photorespiration
C29Sedoheptulose-1,7-bisphosphatase, chloroplast putative (Ricinus communis)gi|2555791341489%41.97/5.9543.95/4.9Carbohydrate metabolism
C30Phosphoribulokinase (Spinacia oleracea)gi|125579729%44.98/5.8243.00/5.2Stress response
C31Actin (Gossypium hirsutum)gi|3218689424926%41.67/5.3149.70/5.4Stress response
C32Ribulose bisphosphate carboxylase|oxygenase activase (Solanum pennellii)gi|107202475913%50.67/8.6144.92/5.5Photosynthesis and photorespiration
C33Monodehydroascorbate reductase (Malus x domestica)gi|225380882533%46.88/6.5148.75/6.2Stress response
C34Fructose-bisphosphate aldolase (Codonopsis lanceolata)gi|82941449627%38.14/6.4741.37/6.4Glycolysis and gluconeogenesis
C35NAD-dependent malate dehydrogenase (Prunus persica)gi|15982948417%35.82/6.6039.21/6.2Carbohydrate metabolism
C36Glyceraldehyde-3-phosphate dehydrogenase, cytosolic (Petunia x hybrida)gi|12067336222%36.50/6.6838.66/6.5Glycolysis and gluconeogenesis
C37Probable adenylate kinase 6 (Tarenaya hassleriana)gi|729401807463%33.44/6.2637.58/6.1Amino acid metabolism
C38Probable disease resistance protein RXW24L (Arabidopsis thaliana)gi|6566297351%104.27/6.6234.87/6.3Stress response
C39Triosephosphate isomerase (Coptis japonica)gi|136057595%27.07/5.5431.35/5.2Glycolysis and gluconeogenesis
C40Triosephosphate isomerase (Coptis japonica)gi|136057858%27.07/5.5429.55/5.6Glycolysis and gluconeogenesis
C41Putative cytochrome c oxidase subunit II PS17 (Pinus strobus)gi|1098928502650%1.71/9.6225.05/5.1Photosynthesis and photorespiration
C42Carbonic anhydrase (Arabidopsis thaliana)gi|15220853654%28.81/6.5928.20/6.2Carbohydrate metabolism
C43Probable adenylate kinase 6 (Tarenaya hassleriana)gi|729401807423%33.44/6.2627.07/6.4Amino acid metabolism
C44PsbP domain-containing protein 4, chloroplastic (Arabidopsis thaliana)gi|2829916496%28.48/7.0224.93/6.2Photosynthesis and photorespiration
Dendrobium Sonia EarSakul's pseudobulbs
D2Hypothetical protein CISIN_1g037404mg (Citrus sinensis)gi|6418538856810%68.46/8.1981.50/5.2Unknown
D3Phosphoglycerate mutase (Arabidopsis thaliana)gi|2160168672%62.63/5.3679.28/5.4Glycolysis and gluconeogenesis
D4Heat shock protein 70 (Capsicum annuum)gi|16331187215316%7.40/4.7670.42/5.8Stress response
D5NADP-dependent malic enzyme 1 (Arabidopsis thaliana)gi|15225262416%64.24/6.3270.42/5.9Glycolysis and gluconeogenesis
D6Phosphoribulokinase (Monoraphidium neglectum)gi|926792189365%26.15/8.91574.85/.9Stress response
D7Hsp70-Hsp 90 organizing protein 2 (Arabidopsis thaliana)gi|58331773462%64.48/5.8579.28/5.9Stress response
D8Malate dehydrogenase (Cicer arietinum)gi|4586606864%17.74/5.0966.00/6.8Carbohydrate metabolism
D9NADP-dependent malic enzyme 1 (Arabidopsis thaliana)gi|15225262416%64.24/6.3262.32/6.2Glycolysis and gluconeogenesis
D10Aldehyde dehydrogenase family 2 member B7, mitochondrial (Morus notabilis)gi|21410404842%58.01/6.1658.64/6.3Stress response
D11Aldehyde dehydrogenase family 2 member (Morus notabilis)gi|703113828852%58.40/6.1659.56/6.2Stress response
D12F1-ATPase alpha subunit (Calamus usitatus)gi|1381685385%45.79/7.8959.56/5.9Photosynthesis and photorespiration
D13D-3-phosphoglycerate dehydrogenase (Phoenix dactylifera)gi|672132227534%66.01/6.3659.56/5.8Fatty acid metabolism
D14ATP synthase subunit alpha (Phalaenopsis aphrodite subsp. formosana)gi|7810323816214%55.20/5.4359.56/5.7Photosynthesis and photorespiration
D15Enolase 1 (Zea mays)gi|162458207643%48.26/5.2059.56/5.4Glycolysis and gluconeogenesis
D16Phosphoribulokinase (Monoraphidium neglectum)gi|926792189365%26.15/8.9161.40/5.4Stress Response
D17Mitochondrial F1 ATP synthase beta subunit (Arabidopsis thaliana)gi|1793984920017%63.33/6.5264.62/5.4Photosynthesis and photorespiration
D18Enolase 2 (Hevea brasiliensis)gi|1442368773100%48.11/5.9260.48/5.2Glycolysis and gluconeogenesis
D19ABC transporter C family member 9 (Glycine max)gi|356504494461%17.01/7.3361.40/5.1Stress response
D20D-3-phosphoglycerate dehydrogenase (Phoenix dactylifera)gi|672132227534%66.01/6.3652.20/5.4Fatty acid metabolism
D21Actin-3 (Oryza sativa subsp. Indica)gi|203317015%41.68/5.3151.28/5.7Stress response
D22ATP synthase CF1 alpha subunit (Phalaenopsis aphrodite subsp. formosana)gi|7810323812712%55.20/5.3453.12/5.8Photosynthesis and photorespiration
D23Unknown protein 18 (Vitis rotundifolia)gi|20583069778100%1.39/5.8051.28/6.1Unknown
D24ATPase alpha subunit (Thalassia testudinum)gi|1145092341659%13.53/5.6153.12/6.3Photosynthesis and photorespiration
D25Glyceraldehyde-3-phosphate dehydrogenase (Xerocladia viridiramis)gi|15842122824329%5.08/10.2043.92/6.3Glycolysis and gluconeogenesis
D26Alcohol dehydrogenase 1 (Solanum tuberosum)gi|1133659112%41.07/5.9243.00/6.4Stress response
D27Glyceraldehyde-3-phosphate dehydrogenase, cytosolic (Craterostigma plantagineum)gi|4609793811%36.45/7.0642.35/6.5Glycolysis and gluconeogenesis
D28Cytochrome c reductase 53 kDa subunit P1 peptidegi|63389823131%0.21/9.8743.00/6.7Photosynthesis and photorespiration
D29Glyceraldehyde-3-phosphate dehydrogenase (Mallotus nesophilus)gi|1566171068312%6.50/10.7041.70/6.8Glycolysis and gluconeogenesis
D302-alkenal reductase (NADP(+)-dependent) (Nicotiana tabacum)gi|4443022495610%38.06/6.5635.20/6.5Unknown
D33MORC family CW-type zinc finger 3a (Zostera marina)gi|901809830391%66.92/6.0539.36/6.0Fatty acid metabolism
D34Glyoxalase I homolog 1 (Allium cepa)gi|3326295956114%33.32/5.5543.00/5.5Stress response
D3520 kDa chaperonin, chloroplastic-like (Oryza brachyantha)gi|573923036413%38.64/5.8839.75/5.2Glycolysis and gluconeogenesis
D36Triosephosphate isomerase TPI (Lactuca sativa)gi|25612421227%4.67/4.4336.50/5.2Glycolysis and gluconeogenesis
D37Serine/threonine-protein kinase (Vitis vinifera)gi|225462205342%43.06/6.3535.85/4.8Fatty acid metabolism
D38Quinone oxidoreductase like protein (Arabidopsis thaliana)gi|21553644878%32.71/5.7831.95/5.3Photosynthesis and photorespiration
D39Oxygen-evolving enhancer protein 1, chloroplastic (Fritillaria agrestis)gi|111338817710%34.85/6.2630.00/5.4Photosynthesis and photorespiration
D402-methylene-furan-3-one reductase (Solanum lycopersicum)gi|74375818727313%41.85/8.9729.34/5.5Stress response
D412-methylene-furan-3-one reductase (Solanum lycopersicum)gi|743758187306%40.98/7.7431.30/5.6Stress response
D42Chloroplast photosynthetic water oxidation complex 33 kDa subunit precursor (Morus nigra)gi|15214364012110%28.25/5.3024.95/5.6Photosynthesis and photorespiration
D43Triosephosphate isomerase (Zea mays)gi|19560563617416%27.28/5.5329.34/5.8Glycolysis and gluconeogenesis
D44Nuclear inhibitor of protein phosphatase-1 (Zostera marina)gi|901808822341%84.48/5.3636.50/6.0Fatty acid metabolism
D45Triosephosphate isomerase (Petunia x hybrid)gi|13512799912%27.11/5.5433.12/6.1Glycolysis and gluconeogenesis
D47Proteasome subunit alpha type-3 (Arabidopsis thaliana)gi|519700403011%27.36/5.9332.60/6.4Amino acid metabolism
D48Glyceraldehyde-3-phosphate dehydrogenase C1 (Pyrus x bretschneideri)gi|381393064649%36.92/8.2429.12/6.5Glycolysis and gluconeogenesis
D49Glyceraldehyde-3-phosphate dehydrogenase (Xerocladia viridiramis)gi|1584212281879%5.08/10.2029.34/6.9Glycolysis and gluconeogenesis
D50Glyceraldehyde-3-phosphate dehydrogenase (Lilium longiflorum)gi|83839213878%35.06/6.4326.70/6.8Glycolysis and gluconeogenesis
D51Monodehydroascorbate reductase (Acanthus ebracteatus)gi|1170670689610%46.55/5.1526.92/6.3Stress response
D52Triosephosphate isomerase (Zea mays)TPIS_MAIZE13213%27.01/5.3727.58/6.0Glycolysis and gluconeogenesis
D53Syntaxin-52-like (Camelina sativa)gi|727483504314%26.07/9.0726.92/5.8Cellular communication and signal transduction
D54Adenylate kinase 6 (Tarenaya hassleriana)gi|729401807403%33.44/6.2625.61/5.7Amino acid metabolism
D55Triosephosphate isomerase (Fragaria vesca subsp. vesca)gi|47014370421416%27.40/6.3425.17/5.5Glycolysis and gluconeogenesis
D56LRR repeats and ubiquitin-like (Pyrus x bretschneideri)gi|6943876654510%14.66/6.8226.27/5.5Stress response
D57Cytokinesis related Sec1 protein like (Oryza sativa Japonica Group)gi|47497438775%27.33/5.4527.15/4.9Cellular communication and signal transduction
D58Predicted protein (Physcomitrella patens subsp patens)gi|168062920561%170.77/6.1121.65/5.3Unknown
D59Phosphoinositide 4-kinase (Theobroma cacao)gi|590679345361%66.09/5.8522.31/5.5Stress response
D61BnaC07g10230D (Brassica napus)gi|674938758402%4.29/4.6622.31/5.7Unknown
D62Maturase K (Parkinsonia aculeate)gi|68052508571%60.21/9.3022.31/5.9Cellular communication and signal transduction
D63Pathogenesis related protein (Asparagus officinalis)gi|510940516%16.47/7.1918.20/6.7Stress response
D64LRR receptor-like serine/threonine-protein kinase GSO2 (Aegilops tauschii)gi|4755557443510%131.06/6.2117.92/6.8Stress response
D65Phosphoethanolamine N- methyltransferase 1 (Cucumis sativus)gi|449439453362%57.15/5.3514.56/6.9Fatty acid metabolism
D66Mediator of RNA polymerase II transcription subunit 17 (Jatropha curcas)gi|802640310311%74.57/5.7414.56/6.2Photosynthesis and photorespiration
D67ABC transporter C family member 9 (Glycine max)gi|356504494461%17.01/7.3315.40/5.5Cellular communication and signal transduction
D68Dihydroflavonol 4-reductase (Rosa hybrid cultivar)gi|1332411613%39.00/5.9417.92/5.2Stress response
D69DNA-directed RNA polymerase subunit beta' (Mesostigma viride)gi|13878754421%76.73/9.1514.84/4.6Cellular communication and signal transduction
D70RNA polymerase beta' subunit (Mesostigma viride)gi|11466381571%76.73/9.1514.84/4.2Cellular communication and signal transduction

Note: All spots in this table are statistically significant at p < 0.05. a Theoretical molecular weight and pI were from MASCOT database, b Experimental molecular weight and pI were from our gels.

Fig. 2

Functional annotation of highly expressed proteins from leaves and pseudobulbs of Bulbophyllum morphologlorum Kraenzl. and Dendrobium Sonia Earsakul are shown as bar graphs.

Identified proteins of Bulbophyllum morphologorum Kranzl. (BM) and Dendrobium Sonia Earsakul (DE) by LC-MS/MS. Note: All spots in this table are statistically significant at p < 0.05. a Theoretical molecular weight and pI were from MASCOT database, b Experimental molecular weight and pI were from our gels. Functional annotation of highly expressed proteins from leaves and pseudobulbs of Bulbophyllum morphologlorum Kraenzl. and Dendrobium Sonia Earsakul are shown as bar graphs. The thirty-six differentially expressed proteins from leaves and pseudobulbs of Bulbophyllum were mainly involved in stress activities and defense mechanisms and were classified into six sub-groups based on their role in responding to stress conditions as shown in Fig. 3, including temperature stress, disease infection, hormone, water, salinity and heavy metal, oxidative stress (enzymatic and non-enzymatic) and radiation. The stress response proteins associated with temperature stress and oxidative stress were most involved with heat shock protein 70 and superoxide dismutase (CuZn), respectively. The gene names are also shown in addition to the protein names.
Fig. 3

Percentage of the stress proteins associated with biotic stress (infection) and abiotic stress (temperature, hormone, water, salt, metal) in orchid leaves and pseudobulbs of Bulbophyllum morphologlorum Kraenzl.

Percentage of the stress proteins associated with biotic stress (infection) and abiotic stress (temperature, hormone, water, salt, metal) in orchid leaves and pseudobulbs of Bulbophyllum morphologlorum Kraenzl.

Protein-protein interaction network of stress response proteins from Bulbophyllum morphologlorum Kraenzl

The interaction network with the confidence score for the 36 stress response proteins from Bulbophyllum orchids was obtained by using the STRING database. The STRING was able to help predict the related functions of proteins obtained by accessing many free databases. Visualization of the network was performed by Cytoscape software. The clustering of biological processes was represented by different colors according to the related functions. The results for the network interaction (Fig. 4) indicate two clusters of high expression proteins, including proteins involved in response to temperature stress (ACT7, HOT5, CPN20, HSP81-2, HSP60, HOP2, HOP3 AND BIP2) and in oxidative stress (ALDH2B7, CRT1A, CAT, DFR. GSTF6, MDAR6, PSY, SDH1-1, CSD1 AND TRX3), respectively. Heat shock protein 70 (BIP2) and catalase 2 (CAT) were 2 proteins that showed core interaction with other proteins.
Fig. 4

The interaction network of proteins involved in stress response of leaves and pseudobulbs of Bulbophyllum morphologlorum Kraenzl. The 2 major clusters are shown in pink and blue, respectively. (For interpretation of the references to color in this figure legend, the reader is referred to the Web version of this article.)

The interaction network of proteins involved in stress response of leaves and pseudobulbs of Bulbophyllum morphologlorum Kraenzl. The 2 major clusters are shown in pink and blue, respectively. (For interpretation of the references to color in this figure legend, the reader is referred to the Web version of this article.)

Validation of superoxide dismutase (Cu–Zn) by Native-PAGE and confirmed by LC/MS/MS

Extracted proteins from orchid, after ammonium sulfate precipitation, were subjected to native-PAGE, and incubated in riboflavin-NBT solution and treated with 25 W light exposure to induce superoxide synthesis. Six bands (band I, II, III, IV, V and VI) of superoxide dismutase activity were obtained from leaves (BML) and pseudobulbs (BMP) of Bulbophyllum orchid (Fig. 5A), All six bands were cut, digested by trypsin and analyzed by LC/MS/MS. Based on SWISSPROT database, Cu/Zn-SOD isoenzymes were only identified in band IV and VI as Cu/Zn-SOD 1 and Cu/Zn-SOD 2, respectively (Table 2). There were no significant differences in the activity of Cu/Zn-SOD 1 between BML and BMP. In contrast, the elevated Cu/Zn-SOD 2 activity was obviously detected in BML as compared to BMP. Representative MS/MS spectra of the sequence specific peptides for Cu/Zn-SOD 1 and Cu/Zn-SOD 2 were shown as AVVVHADPDDLGK and GGHELSLTTGNAGGR, respectively (Fig. 5B and C).
Fig. 5

The Native PAGE of Superoxide dismutase isoenzyme activities in leaves and pseudobulbs of Bulbophyllum morphologlorum Kraenzl were shown (A). Representative MS/MS spectra of identified peptides from band IV (B) and VI (C) were AVVVHADPDDLGK of Cu/Zn-SOD 1 and GGHELSLTTGNAGGR of Cu/Zn-SOD 2, respectively.

Table 2

Identification of protein bands (I-VI) from SOD activity native gels.

Gel bandIdentified protein (species)Accession no.ScorePeptide matchUnique seq.pI/MWPeptides
IEnolase 1 (Zea mays)ENO1_MAIZE548115.20/48.03R.IEEELGDAAVYAGAK.F
IIEnolase 1 (Zea mays)ENO1_MAIZE462615.20/48.03K.IPLYQHIANLAGNK.T
K.EGLELLK.A
K.TCNALLLK.V
K.YNQLLR.I
R.IEEELGDAAVYAGAK.F
K.FRAPVEPY
IIIEnolase 1 (Zea mays)ENO1_MAIZE1542815.20/48.03K.KIPLYQHIANLAGNK.T
K.IPLYQHIANLAGNK.T
K.EGLELLK.A
K.DKTYDLNFK.E
K.TCNALLLK.V
K.YNQLLR.I
R.IEEELGDAAVYAGAK.F
K.FRAPVEPY
IVSuperoxide dismutase [Cu–Zn] 1SODC1_ARATH126225.54/15.25QIPLIGSGSIIGR.A
(Arabidopsis Thaliana)R.AVVVHADPDDLGK.G
VEnolase 1 (Zea mays)ENO1_MAIZE136315.20/48.03K.TCNALLLK.V
K.YNQLLR.I
R.IEEELGDAAVYAGAK.F
VISuperoxide dismutase [Cu–Zn] 2SODC2_ARATH170226.48/22.23R.AFVVHELKDDLGK.G
(Arabidopsis Thaliana)K.GGHELSLTTGNAGGR.L
The Native PAGE of Superoxide dismutase isoenzyme activities in leaves and pseudobulbs of Bulbophyllum morphologlorum Kraenzl were shown (A). Representative MS/MS spectra of identified peptides from band IV (B) and VI (C) were AVVVHADPDDLGK of Cu/Zn-SOD 1 and GGHELSLTTGNAGGR of Cu/Zn-SOD 2, respectively. Identification of protein bands (I-VI) from SOD activity native gels.

Discussion

Antioxidant defenses are used to neutralize reactive oxygen and nitrogen species (RONS) which occur from both endogeneous and exogeneous processes to produce negative effects. When there is an imbalance between RONS and antioxidant defenses, oxidative stress occurs. During aging, the organ and tissue functions are progressively lost and involve oxidative stress related to many diseases such as cardiovascular disease, cancer, chronic kidney disease, neurodegenerative disease and etc [53] Natural antioxidants from plants have received much attention and have proven to be useful for preventing related oxidative stress diseases, thereby slowing ageing processes. Our results showed the Bulbophyllum ethanol crude extract had stronger exogenous antioxidant activities against free radical molecules than other orchid extracts. Usually, tolerant plants are reported to contain high antioxidants in order to protect from oxidative stress and keep maintaining a high amount under stress conditions. The differential protein expression of phenol extracted proteins from leaves and pseudobulbs of Bulbophyllum morphologlorum Kraenzl. and Dendrobium Sonia Earsakul were compared by proteomic methods. A total of 233 proteins from selected spots were identified from Bulbophyllum and Dendrobium leaves and pseudobulbs. The predominant protein groups found in both orchids, particularly proteins in leaves and pseudobulbs of Bulbophyllum orchid, were involved in stress response. Interestingly, more than half of the annotated stress proteins highly expressed in Bulbophyllum were associated with temperature stress and oxidative stress response function. The protein-protein interaction network also showed clusters of antioxidant defense and heat shock proteins, respectively. Proteins from both leaves and pseudobulbs of Bulbophyllum that are involved in temperature stress are actin, alcohol dehydrogenase 1, B3 domain-containing transcription repressor, high molecular weight heat shock protein, heat shock protein 90, heat shock protein chaperonin CPN60 and heat shock protein 70 (HSP70). The most abundant protein identified in pseudobulbs of Bulbophyllum was HSP70. HSP70 proteins from leaf tissue play essential roles in various mechanisms, such as refolding protein conformations and protecting against harmful effects of abiotic stress [54,55]. Generally, a number of plant HSPs were detected in leaf and green tissues [56]. However, the expression of HSP70 was shown to be up-regulated in the mycorrhizal Bipinnula fimbriata roots cultured in heavy metal-polluted soil [43]. In addition, HSP90 has been reported to act as a co-chaperone, forming a chaperone complex with HSP70, which regulates a resistance gene in wheat [57] and Arabidopsis [58]. Proteins highly involved in oxidative stress response include calreticulin, catalase 2, glutathione-S-transferase, 2-methylene-furan-3-one reductase, isoflavone reductase, monodehydroascorbate reductase, peroxidase 27, phytoene synthase, succinate dehydrogenase and superoxide dismutase (CuZn). The expression of enzymatic antioxidants from our work includes catalase 2, glutathione-S-transferase and Cu/Zn-SOD. One of the most important enzymatic antioxidants is SOD which showed high expression in both leaves and pseudobulbs of Bulbophyllum orchids, also detected by SOD activity staining on native-PAGE. LC/MS/MS was used to identify the type of SOD isoenzymes from activity bands, confirming the presence of Cu/Zn-SOD 1 and Cu/Zn-SOD 2. This is the first report on the Cu/Zn-SOD in the Bulbophyllum orchids. Our finding suggests that Cu/Zn-SOD 2 activity was highly elevated on Bulbophyllum leaves, as compared to Bulbophyllum pseudobulbs, whereas there were no differences in Cu/Zn-SOD 1 activity. In agreement with previous studies [59], Cu/Zn-SOD 2 is mainly localized in the plant chloroplast. Antioxidants from natural sources have been shown to be good potential medicines for maintaining health, preventing oxidative stress related diseases and delaying the process of aging [60]. Antioxidants may also be used in cosmetics and food supplements [[61]]. Potato, legumes, berries, spinach, tomatoes, cherries, prunes, olives and citrus were identified to be non-enzymatic antioxidant sources [[62], [63]], as well as some orchids [64]. Studies on searching for new and safe endogenous antioxidants, of both enzymatic and non-enzymatic nature, from natural sources, is still of interest for use as supplements for antioxidant defense to prevent and manage oxidative stress related diseases. Our results suggest that Bulbophyllum orchid has the higher activity of Cu/Zn-SOD than of Dendrobium and can be a potential plant source for medicines and natural antioxidant supplements.

Conclusions

Proteomic study of the phenol extracted proteins of Bulbophyllum and Dendrobium led to distinctive and intense protein spots on 2-DE gel, allowing 233 proteins to be identified using LC-MS/MS analysis. Search for protein functions showed that the predominant annotated proteins in both orchids were stress response proteins, mostly associated with antioxidant and temperature which showed more variability in the Bulbophyllum than Dendrobium. Proteins related to stress conditions, such as heat shock proteins and Cu/Zn-SOD, showed particularly high expression in Bulbophyllum. The high expression of this antioxidant enzyme from Bulbophyllum morphologlorum Kraenzl was confirmed using superoxide dismutase activity staining on native-PAGE coupled with LC/MS/MS. The activity of Cu/Zn-SOD 2 was highly elevated on Bulbophyllum leaves as compared to Bulbophyllum pseudobulbs whereas there were no differences in Cu/Zn-SOD 1 activity. The results suggest that Bulbophyllum orchid can be a potential plant source for medicines and natural antioxidant supplements.

Author contributions

KB conducted the experiments. JS, CS and DC provided analytical tools and supervised 2DE and Image Master analysis. DC and CS identified proteins using LC-MS/MS. CW analyzed data using STRING, Cytoscape software and part of the mass spectrometry. PSH and SM conceived and designed experiment. PSH and CS analyzed data and wrote the manuscript. JS read and corrected the manuscript. All authors read and approved the final manuscript.

Ethical standards

Compliance with ethical standards.

Declaration of competing interest

The authors declared that they have no conflict of interest.
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