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Characterization of an extreme alkaline-stable keratinase from the draft genome of feather-degrading Bacillus sp. JM7 from deep-sea
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Min Jin1, , Chen Chen1, , Xiongfei He1, Runying Zeng1, 2, 3, *
Acta Oceanologica Sinica | 2019, 38(2) : 87 - 95
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Acta Oceanologica Sinica | 2019, 38(2): 87-95
Marine Biology
Characterization of an extreme alkaline-stable keratinase from the draft genome of feather-degrading Bacillus sp. JM7 from deep-sea
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Min Jin1, , Chen Chen1, , Xiongfei He1, Runying Zeng1, 2, 3, *
Affiliations
  • 1 State Key Laboratory Breeding Base of Marine Genetic Resource; Third Institute of Oceanography, Ministry of Natural Resources, Xiamen 361005, China
  • 2 South China Sea Bio-Resource Exploitation and Utilization Collaborative Innovation Center, Guangzhou 510000, China
  • 3 Fujian Collaborative Innovation Center for Exploitation and Utilization of Marine Biological Resources, Xiamen 361005, China
Published: 2019-02-25 doi: 10.1007/s13131-019-1350-5
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Bacillus sp. JM7, a strain isolated from the deep-sea of the South China Sea, was found to efficiently degrade 79.4% native chicken feather within 30 h. Scanning electron microscopy analysis showed that JM7 strain could gradually degrade feather by modifying the microstructure of feather keratin. A total of 25 protease genes were predicted from the draft genome of JM7 strain, among which a predicted subtilisin-like serine protease (designated as Ker02562) was further characterized for its keratinolytic activity. The recombinant Ker02562 functioned at a wide range of temperatures from 30°C to 60°C, with an optimum at 40–50°C. Ker02562 was highly active at various pHs ranging from 5.0 to 13.0, with a maximum activity observed at pH 7.0–9.0. Remarkably, recombinant Ker02562 was stable in extreme alkaline environments (pH 10–13), which was much better than most other reported keratinases. Collectively, these favorable properties could make Bacillus sp. JM7 and Ker02562 attractive to be applied in the detergent formulation and feather bioconversion.

Bacillus  /  deep-sea  /  feather-degradation  /  keratinases  /  feather bioconversion  /  alkaline-stable
Min Jin, Chen Chen, Xiongfei He, Runying Zeng. Characterization of an extreme alkaline-stable keratinase from the draft genome of feather-degrading Bacillus sp. JM7 from deep-sea[J]. Acta Oceanologica Sinica, 2019 , 38 (2) : 87 -95 . DOI: 10.1007/s13131-019-1350-5
In the light of Food and Agriculture Organization of the United Nations, the generation of chicken feather waste can be estimated to be around 5 million tons every year (Forgács et al., 2013). Chicken feather is composed of 90%–92% keratin, which is a fibrous and insoluble structural protein rich in β-helical coils linked through disulfide bridges (da Gioppo et al., 2009). This renders them resistant to degradation by proteases such as pepsin, papain, and trypsin and thus causes serious environmental problems. Conventionally, feather wastes are currently utilized as animal feedstuffs after converted to feather meals by hydrothermal processing (Tiwary and Gupta, 2010). However, this process yields a product with poor digestibility, and causes the loss of heat sensitive nutritionally essential amino acids such as lysine, methionine and tryptophan, and the addition of non-nutritive amino acids such as lanthionine and lysinoalanine (Brandelli and Riffel, 2005).
Due to the growing interest in preventing pollution, biodegradation of feather keratin by microorganisms possessing keratinolytic activity represents an alternative attractive treatment technology for poultry waste (Jeong et al., 2010). Diverse microorganisms have been reported to utilize feather keratin, including bacteria, fungi and actinomycetes. For example, Bacillus sp. CH-1 isolated from the gut of the tarantula Chilobrachy sguangxiensis was able to efficiently degrade the intact feather under the action of four kinds of key protease simultaneously (Liu et al., 2014). A feather-degrading fungi Aspergillus fumigatus TKF1 was isolated from soil, which could degrade feather and lead to an increase in free amino acids such as cysteine, threonine, phenylalanine, leucine, valine, and isoleucine (Paul et al., 2014). A thermostable extracellular keratinase (KERAK-29) was purified with a high production of 24 000 U/mL from a thermophilic actinomycete strain Cpt29 which was isolated from Algerian poultry compost (Habbeche et al., 2014).
In general, keratinases are regarded as the crucial enzymes for degrading chicken feathers. Nowadays, most keratinases, especially keratinases from Bacillus strains, are also classified into serine proteases due to their 97% sequence homology with alkaline protease and their activity inhibition by the same inhibitors that inhibit serine proteases (Zaghloul, 1998; Bressollier et al., 1999). Keratinolytic microorganisms and microbial keratinases could be interesting for a wide spectrum of industries, as they can find applications in the detergent, pharmaceutical, animal feed, cosmetic and fertilizer industries, as well as in leather processing and keratinous wastes bioconversion (Brandelli, 2008; Syed et al., 2009; Brandelli et al., 2010; Wang et al., 2011). Additionally, keratinases that cleave β-pleated structure of feather keratin have been reported to dissolve prion plaques, thus may serve as decontaminating materials for prion degradation (Gupta et al., 2013). To this date, many keratinolytic microorganisms including Bacillus species have been found to produce keratinase. However, to our best knowledge, no keratinolytic bacteria or keratinase has been isolated from the deep-sea environments. In this study, a chicken-feather-degrading strain Bacillus sp. JM7, was isolated from the deep sea water of the South China Sea at the depth of 2 000 m. The feather-degrading activity of JM7 strain as well as keratinase protein responsible for feather degradation was characterized.
Bacillus sp. JM7 was isolated from seawater sample of the South China Sea (21°03′N, 118°23′E) at the depth of 2 000 m, and was deposited at the Marine Culture Collection of China (Accession number: MCCC 1A10889) and China Center for Type Culture Collection (Accession number: CCTCC M2015179). Notably, when grown in an optimized culture medium (K2HPO4·3H2O 1 g/L, MgCl2·6H2O 0.2 g/L, Na2HPO4·12H2O 12 g/L, 0.3% (w/v) chicken feather) at 40°C, Bacillus sp. JM7 efficiently degraded native chicken feather (Fig. 1a). For the characterization of the JM7 feather degradation profile, an overnight culture of JM7 strain (grown in Luria–Bertani media, OD600=2) was inoculated (6%, v/v) to the optimized culture medium and was further cultured at 40°C with shaking. At different intervals post JM7 strain inoculation (0, 10, 25, 30, 48, 60, and 72 min post addition), the degraded feather residue was collected by filtration and was dried in an oven at 60°C for 24 h to constant weight. The dry weight of feather residue was obtained gravimetrically, and the degradation rate was calculated according to the following formula:
$\begin{aligned}{\rm{degradation}}\;{\rm{rate}} =\frac{{\rm d{\rm{ry}}\;{\rm{weight}}\;{\rm{of}}\;{\rm{added}}\;{\rm{feather}} - {\rm d}{\rm{ry}}\;{\rm{weight}}\;{\rm{of}}\;{\rm{feather}}\;{\rm{residue}}}}{{\rm d{\rm{ry}}\;{\rm{weight}}\;{\rm{of}}\;{\rm{added}}\;{\rm{feather}}}} \times 100\% .\end{aligned}$
For scanning electron microscopy analysis, the degraded feather residue was harvested by filtration with filter paper, and was dried and fixed with glutaraldehyde solution (2.5% (v/v) in 50 mmol/L Tris-HCl (pH 7.5) with 3% (w/v) NaCl) at 75°C for 30 min. Subsequently, the fixed feather was dehydrated in a graded ethanol series and immersed in t-butyl alcohol, followed by drying using a freeze-drying method, and coating with gold under vacuum (Goldstein et al., 1981). The microstructure of feather was examined under a FEI Quanta 450 scanning electron microscope (USA) at an accelerating voltage of 10 kV.
The draft genome of Bacillus sp. JM7 was sequenced by illumina Solexa High-Seq 2000 paired-end sequencing technology in BGI (China). The reads were assembled using SOAP de novo software version 1.05 (Li et al., 2008). Protein-coding sequences were predicted by the Glimmer 3.0 program (Delcher et al., 2007) and annotated by BLAST searches against the database of non-redundant protein sequences from NCBI, Swiss-Prot, TrEMBL, COG and KEGG. Ribosomal RNA genes and transfer RNAs were detected using RNAmmer 1.2 software (Lagesen et al., 2007) and tRNAscan-SE (Schattner et al., 2005), respectively. The draft genome sequence of Bacillus sp. JM7 is available at DDBJ/EMBL/GenBank under the accession JXZC00000000. The version described in this paper is version JXZC01000000.
The BLAST program (http://www.ncbi.nlm.nih.gov/BLAST) was used to analyze the sequence similarities of Ker02562. The conserved motif of Ker02562 was identified by searching against NCBI Conserved Domain Database based on sequence homology. MEGA Program (DNAstar, USA) was used to generate the phylogenetic tree according to the neighbor-joining method.
The ker02562 gene was amplified from the genomic DNA of Bacillus sp. JM7 with an upstream primer (5′-GCGGAGCTCATGCAAGGTGAAATTAG-3′) and a downstream primer (5′-GCGAAGCTTTCACCCAATCTGAGCAAGC-3′), which contained the restriction site for Sac I and Hind III (underlined), respectively. The amplicon was then inserted into pColdI expression vector (Biovector, China) downstream of the 6×histine tag after digested with Sac I and Hind III. For the overexpression and purification of 6×histine-tagged recombinant Ker02562 protein, the recombinant pColdI-ker02562 vector as well as the empty pColdI vector were transformed into E. coli BL21(DE3) cells, separately. The recombinant E. coli-pColdI and E. coli- pColdI-ker02562 cells were then grown at 37°C in LB medium containing 100 μg/mL ampicillin, and were induced with 1 mmol/L isopropyl-β-D-thiogalactopyranoside (IPTG) for additional 12 h at 16°C when the OD600 of the cultures reached 0.5–0.6. The bacteria were harvested by centrifugation at 15 000 g for 10 min at 4°C and were disrupted by sonication for 30 min at a pulse frequency of 3 s/3 s. After the separation of soluble and insoluble components of cell extract by centrifugation for 15 min at 15 000 g, the soluble supernatant was collected and the 6×histine-tagged recombinant Ker02562 was then purified with a Ni-NTA affinity column according to the manufacturer’s recommendations (Qiagen, Germany). The purified Ker02562 protein was resolved by glycine-SDS-PAGE and visualized by Coomassie brilliant blue staining.
Generally, the enzymatic activity of Ker02562 was measured using casein as substrates according to the modified method of Nam et al. (2002). Briefly, 400 μL diluted enzyme was mixed with 400 μL preheated 0.25% (w/v) casein in 10 mmol/L Tris-HCl buffer (pH 9.0), and was incubated at 40°C for 10 min. Then the enzymatic reaction was stopped by addition of 800 μL 0.4 mol/L trichloroacetic acid solution (TCA), followed by centrifugation at 15 000 g for 10 min at 4°C. The absorbance of the supernatant was measured spectrophotometrically at the wavelength of 280 nm. One unit of enzymatic activity was defined as the 0.01 increase of absorbance at 280 nm/min under the described conditions. The enzymatic activity of Ker02562 towards feather powder was determined using soluble feather powder (0.2%, w/v) as substrates instead of casein with the same method described above.
A total of 400 μL diluted enzyme was mixed with 0.30% (w/v) feather powder, and incubated at 40°C for 30 min. In order to determine the components and contents of free amino acids produced from enzymatic hydrolysis, the supernatant of reaction mixture and the mixed amino acids standard were analyzed under the same conditions with an anion exchange chromatograph (DIONEX, Sunnyvale, CA, USA) equipped with a 250 mm×4 mm IonPac column (ASII-HC). The mobile phase consisted of 200 mmol/L NaOH in water (Solvent A), 600 mmol/L NaAc in water (Solvent B) and pure water (Solvent C). After the sample was loaded, the column was gradient washed at a flow rate of 0.25 mL/min for 50 min as followed: 20% A, 0% B, 12 min; 20%–32% A, 0% B, 4 min; 32%–24% A, 0%–40% B, 8 min; 24% A, 40% B, 16 min; 20% A, 0% B, 10 min. The liquid chromatography (LC) plot was acquired by monitoring the electrical conductivity of the eluent. The peaks were identified by comparing the retention times with those of standards, and the relative quantification was achieved by comparing the peak areas.
The temperature effects on Ker02562 activity was studied by detecting the enzyme activity at various temperatures ranging from 20°C to 80°C in 50 mmol/L Tris-HCl buffer (pH 8.0). The thermostability of recombinant Ker02562 was evaluated by monitoring the residual enzyme activity after incubating the enzyme in 50 mmol/L Tris-HCl buffer (pH 8.0) in the absence of substrate at different temperatures (20, 40, 50, 60 and 80°C) for various periods (0, 5, 10, 20, 30 and 60 min).
The pH effects on Ker02562 activity was investigated by incubating Ker02562 with substrates at 40°C in the following buffers: 50 mmol/L Na2HPO4/citric acid solution (pH 5.0–8.0), 50 mmol/L Tris-HCl buffer (pH 7.0–9.0), or 50 mmol/L Gly/NaOH buffer (pH 9.0–13.0) (Gao et al., 2015; Zhou et al., 2015). For the determination of Ker02562 pH stability, the enzyme was incubated at 40°C in pH 5.0–13.0 solutions for 2 h prior to activity detection.
The effects of various additives including metal ions and chemical reagents were assessed by pre-incubation of Ker02562 with various metal ions and chemical reagents of different final concentrations (1, 5 mmol/L or 1%, 5%) at 40°C and pH 8.0, followed by residual activity determination under the standard conditions as described above. The agents used in this study were as followed: metal ions (Cs+, Ni2+, Fe2+, Co2+, Cd2+, Sr2+, Ca2+, Mn2+, Cu2+, K+, Na+, Fe3+, Mg2+ and Zn2+), and chemical reagents (PMSF, EDTA, DMSO, isopropanol and acetonitrile).
A chicken-feather-degrading strain JM7 was isolated from the deep-sea water of the South China Sea at the depth of 2 000 m. The 16S rRNA sequence of JM7 (GenBank accession number CL137909) shared 99% identity with the 16S rRNA gene sequence of Bacillus aquimaris strain TF-12, which allowed its identification as Bacillus sp. JM7. Notably, JM7 strain was found to degrade chicken feather efficiently. As shown in Fig. 1a, when grown in an optimized culture medium it could rapidly degrade 79.4% feather within 30 h, which was significantly higher than most of other reported microorganisms capable of feather keratin degradation. After 48 h of JM7 strain culture, the feathers in the broth culture completely fall off from scapus and was further hydrolyzed, leading to the change of the culture color to yellow (Fig. 1b). The effect of JM7 strain on chicken feather microstructure was examined by scanning electron microscopy. As shown in Fig. 1c, the keratins in the controls were intact and maintained a tight fabric structure. However, after treated with JM7 strain for 15 h, the surface of keratin was cracked, and was more obviously to a greater extent at 30 h. The feather began to break down at 30 h, and was destroyed at 45 h after treatment (Fig. 1c), showing the extraordinary ability of JM7 strain to degrade native chicken feather.
To find the genes of Bacillus sp. JM7 that may involve in feather degradation, whole genome shot-gun sequencing was performed using illumina Solexa High-Seq 2000 platform. The Bacillus sp. strain JM7 genome featured 4 271 predicted ORFs, including 3 945 genes (92.36%) encoding known-function proteins, 1 166 (27.3%) genes encoding hypothetical proteins. In addition, 326 (7.63%) genes had no matches against non-redundant protein sequence database. There were 225 genes related to protein metabolism and 468 genes related to the metabolism of amino acids and derivatives, when the contigs were submitted to RAST annotation server. Based on annotation, a total of 25 predicted protease genes were found in the Bacillus sp. strain JM7 genome (Table 1). Since most of keratinases belong to serine alkaline protease (Zaghloul, 1998; Bressollier et al., 1999), some of the predicted serine proteases in Bacillus sp. JM7 genome may involve in the feather-degrading process. To support this hypothesis, 02562_1 protein (designated as Ker02562), a predicted subtilisin-like serine protease that shared 98% similarity to known serine protease (Table 1), was further characterized.
Nucleotide Blast result revealed that DNA sequence of ker02562 had no significant similarity with the sequence of any known gene (<85% similarity). The amino acid sequence of Ker02562 shared 98%, 94%, 93% and 85% identity with serine proteases from Bacillus aquimaris (gi|764369150), Bacillus vietnamensis (gi|736757371), Bacillus vallismortis (gi|452056156) and Bacillus enclensis (gi|960407090), respectively. However, these top matched serine proteases were all predicted from the whole genome sequence, and no previous study has characterized these enzymes. As shown in Fig. 2, six conserved active sites of peptidase superfamily (Asp50, His87, Ile131, Leu150, Asn179 and Ser246) were identified in the amino acid sequence of Ker02562, which were crucial for the catalysis of serine proteases.
According to catalysis sites and inhibitor types, proteases can be classified into four subgroups, namely serine proteases, aspartate proteases, cysteine proteases and metal proteases. To determine the subfamily of Ker02562, amino acid sequences of representative proteases belonging to four different groups were aligned and a phylogenetic tree was further generated to compare the amino acid sequence homology. The data showed that Ker02562 can be classified into serine protease, as it clustered with representative serine proteases in the phylogenetic tree (Fig. 3)
The 963 bp length ker02562 gene was amplified from the genome of Bacillus sp. JM7, then was cloned into the pColdI expression vector and heterologously overexpressed in the E. coli BL21 (DE3) cells as an N-terminally His-tagged recombinant protein. As shown in Fig. 4a, the induced E.coli-pColdI-ker02562 cultures showed the existence of a new protein band in the SDS-PAGE gel with an approximate molecular weight of 38 kDa, which was corresponding to the size of the 6×His-tagged Ker02562 fusion protein (Fig. 4a, Lane 2). Besides, most of the expressed Ker02562 fusion proteins were presented in soluble cell extract of induced E.coli-pColdI-ker02562 cells (Fig. 4a, Lane 3), suggesting the successful expression of soluble recombinant Ker02562 protein in the cytoplasm. The recombinant Ker02562 was further purified with a Ni+ Affinity column, and was revealed as a single band on the SDS-PAGE gel (Fig. 4b).
Purified recombinant Ker02562 was enzymatically active against casein and feather powder with a specific activity of 334.8 U/mg and 123.4 U/mg, respectively. Seventeen amino acid components were detected in the feather powder degradation culture, including asparaginic acid, threonine, serine, glutamic acid, glycine, alanine, valerian glycine, cystine, methionine, isoleucine, leucine, tyrosine, phenylalanine, lysine, histidine, arginine and proline (Table 2), exhibiting a good feather degrading activity of Ker02562.
The effect of temperature on Ker02562 activity was investigated at a broad range of temperatures from 4°C to 80°C at pH 8.0 (Fig. 5a). Recombinant Ker02562 was active at the temperature range of 30°C to 60°C and was most active at 40–50°C. Notably, Ker02562 showed approximately 90% of its maximum activity at 50°C, suggesting that Ker02562 was able to adapt to moderate-high temperature environments (Fig. 5a). Additionally, Ker02562 was stable between 20°C and 50°C, and retained more than 80% and 65% of its maximum activity after incubation for 1 h at 40°C and 50°C respectively, displaying a good thermostability at moderate-high temperature environments (Fig. 5b). The pH profiles showed that recombinant Ker02562 was active at various pHs ranging from 5.0 to 13.0, with an optimum activity observed at pH 7.0–9.0. Remarkably, Ker02562 can adapt to extreme alkaline environment, as it still retained more than 45% of its maximum activity at pH 13.0 (Fig. 5c). Most importantly, nearly 80%, 60%, 45%, and 35% Ker02562 residual activity was detected after 1 h of incubation at pH 10, 11, 12 and 13, respectively, indicating that the recombinant enzyme was stable in extreme alkaline environments (Fig. 5d).
The effects of various metal ions and other chemical reagents on the activity of recombinant Ker02562 are summarized in Tables 3 and 4, respectively. Among the tested metal ions and chemical reagents, Sr2+, Mg2+ and Ca2+, especially Mg2+ and Ca2+, can significantly enhance the Ker02562 activity (Table 3). In contrast, Ker06562 activity was strongly inhibited by several metal ions (Zn2+, Cu2+, Cd2+, Fe3+, Co2+, Ni2+, Cs+, Na+) and chemical reagents (PMSF, EDTA, DMSO, isopropanol, acetonitrile) at high concentrations (5 mmol/L or 5%) (Tables 3 and 4). In addition, several metal ions including K+, and Fe2+ exerted no obvious influences on Ker02562 activity (Table 3).
Bacillus sp. JM7 showed a remarkable potential for the biodegradation of chicken feathers, as it could rapidly degrade 79.4% native chicken feather within 30 h, which was significantly higher than most of other reported keratinolytic microorganisms such as Bacillus sp. P7 (Corrêa et al., 2010), Doratomyces microspores (Gradišar et al., 2000) and so on. A total of 25 protease genes were predicted from the draft genome of Bacillus sp. strain JM7, and a predicted subtilisin-like serine protease, Ker02562, was further characterized. Although the purified Ker02562 was shown to be enzymatic active against casein and feather powder, further investigation for characterizing the remaining 24 predicted protease genes is warranted to depict the keratinolytic profile of Bacillus sp. JM7.
Ker02562 was active optimally at 40–50°C, and was stable in medium-high temperatures up to 50–60°C, which was similar with other keratinases from mesophilic microorganisms (Table 5). It was interesting that the keratinase isolated from the icy deep-sea environments could operate and be stable at temperatures up to 60°C. However, since no other keratinases has been reported from the deep-sea environments, the benefits of this thermo-tolerance of keratinases in the deep-sea environments remained unknown. Ker02562 showed an optimum pH at pH 7–9, and was active predominantly in the alkaline region of pH 7.0–13.0, which was similar with other reported keratinases (Table 5), since most of the reported keratinases were most active in neutral to alkaline environments ranging from 7.5–9.0 (Brandelli et al., 2010). Remarkably, Ker02562 was stable in the extreme alkaline environments up to pH 13.0, which was much better than most of other reported keratinases (Table 5). Most of the keratinases, particularly those from Streptomyces sp. and Bacillus sp., are described to be serine or metalloproteases (Brandelli, 2008). In this study, the enzymatic activity of Ker02562 was completely inhibited by EDTA, a chelating agent that inhibited metalloprotease, and was strongly inhibited by 5 mmmol/L PMSF, a serine protease inhibitor. Consistently, Mg2+ and Ca2+ ions can significantly enhance the activity of Ker02562, further suggesting that Ker02562 was a serine metalloproteases requiring metal ions (particularly Mg2+ and Ca2+) for its best activity and stability.
Bacillus sp. JM7 and Ker02562 can produce essential amino acids from feather powder that were deficient in feather keratin, such as histidine, lysine, methionine and tyrosine, as well as free amino acids such as cysteine, proline and alanine (Table 2). Besides, scanning electron microscopy results showed that JM7 strain could degrade native chicken feathers gradually by modifying the microstructure of feather keratin (Fig. 1c), producing more digestive feather meal for consuming animals. Therefore, Bacillus sp. JM7 and its keratinase Ker02562 might be useful in biodegradation and utilization of feather keratin, which may overcome the limitations of hydrothermal process conventionally used for feather conversion.
In the detergent industry, the enzymes for detergent additive in general are alkaline, and are thermostable at medium-high temperatures, because the pH of the laundry detergent is in alkaline range (pH 9.0–11.0) and the laundry temperatures are usually 40–60°C (Aehle, 2006; Zhou et al., 2015). Thus Ker02562 might be significant in detergent industry due to its ability to operate in broad temperature and pH ranges in addition to its stability in extreme alkaline environments and medium-high temperatures (40–60°C).
  • The Scientific Research Foundation of Third Institute of Oceanography, Ministry of Natural Resources under contract No. 2015019; the National Natural Science Foundation of China under contract No. 41606144; the Science Foundation of the Fujian Province, China under contract No. 2016J05098.
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Year 2019 volume 38 Issue 2
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doi: 10.1007/s13131-019-1350-5
  • Receive Date:2017-05-04
  • Online Date:2026-03-31
  • Published:2019-02-25
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  • Received:2017-05-04
  • Accepted:2017-07-18
Funding
The Scientific Research Foundation of Third Institute of Oceanography, Ministry of Natural Resources under contract No. 2015019; the National Natural Science Foundation of China under contract No. 41606144; the Science Foundation of the Fujian Province, China under contract No. 2016J05098.
Affiliations
    1 State Key Laboratory Breeding Base of Marine Genetic Resource; Third Institute of Oceanography, Ministry of Natural Resources, Xiamen 361005, China
    2 South China Sea Bio-Resource Exploitation and Utilization Collaborative Innovation Center, Guangzhou 510000, China
    3 Fujian Collaborative Innovation Center for Exploitation and Utilization of Marine Biological Resources, Xiamen 361005, China

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表12种不同金属材料的力学参数

Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)

Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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