| Literature DB >> 26822785 |
Mukil Maruthamuthu1, Diego Javier Jiménez2, Patricia Stevens3, Jan Dirk van Elsas4.
Abstract
BACKGROUND: Functional metagenomics is a promising strategy for the exploration of the biocatalytic potential of microbiomes in order to uncover novel enzymes for industrial processes (e.g. biorefining or bleaching pulp). Most current methodologies used to screen for enzymes involved in plant biomass degradation are based on the use of single substrates. Moreover, highly diverse environments are used as metagenomic sources. However, such methods suffer from low hit rates of positive clones and hence the discovery of novel enzymatic activities from metagenomes has been hampered.Entities:
Mesh:
Substances:
Year: 2016 PMID: 26822785 PMCID: PMC4730625 DOI: 10.1186/s12864-016-2404-0
Source DB: PubMed Journal: BMC Genomics ISSN: 1471-2164 Impact factor: 3.969
Chromogenic substrates used in this study
| Activity ona | Type of enzymes detected | Substrate (indolyl-monosaccharide) | Abbreviation | Concentration into the plate | Supplier |
|---|---|---|---|---|---|
| Hemicellulose | alpha-fucosidases | 5-bromo-4-chloro-3-indolyl-α-L-fucopyranoside | X-Fuc | Each 40 μg/ml | Biosynth AG, Switzerland |
| beta-galactosidases | 5-bromo-4-chloro-indolyl-β-D-galactopyranoside | X-Gal | |||
| beta-xylosidases | 5-bromo-4-chloro-3-indolyl-β-D-xylopyranoside | X-Xyl | |||
| alpha-mannosidases | 5-bromo-4-chloro-3-indolyl α-D-mannopyranoside | X-Man | |||
| Cellulose and Starch | beta-glucanases | 5-bromo-4-chloro-3-indolyl-β-D-cellobioside | X-Cel | ||
| alpha-glucosidases | 5-bromo-4-chloro-3-indolyl-α-D-glucopyranoside | X-Glu |
aActivity was predicted based on the linked monosaccharide
Fig. 1Schematic representation of the methodology used to screen for (hemi) cellulases in fosmid-based metagenomic libraries. 1) Biased communities (e.g. soil-derived microbial consortia cultivated on wheat straw) are at the basis of enhanced hit rates. 2) Screening of fosmid pools (700 fosmids per pool) allow high-throughput analyses. 3) Screening on substrate mixtures accelerate the analyses. 4) Re-screening of positive clones in single, double and further mixed combinations of substrates enable the detection of specific activities
Selected fosmids for insert sequencing and annotation of genes
| Number of genes based on RAST platform and CAZy database annotation | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Fosmid ID | Positive on | # Contigs (total length) | % GC | GHs | CBMs | AAs | GTs | CEs | ABC | H/U | Others | Total |
| NT2-2 | X-Gal | 2 (31.21 Kb) | 60.1 | 2 | 2 | 1 | 2 | 0 | 3 | 2 | 14 | 26 |
| T5-5 | X-Xyl | 5 (31.63 Kb) | 51.9 | 4 | 2 | 0 | 0 | 0 | 3 | 8 | 13 | 30 |
| NT18-17 | X-Glu | 2 (33.7 Kb) | 63.5 | 4 | 0 | 1 | 1 | 1 | 10 | 4 | 14 | 35 |
| T4-1 | Mixeda | 2 (34.84 Kb) | 57.2 | 2 | 3 | 1 | 0 | 0 | 3 | 5 | 17 | 31 |
| 10BT | Mixeda | 2 (31.87 Kb) | 54.6 | 2 | 0 | 2 | 1 | 0 | 1 | 12 | 25 | 43 |
| NT18-21 | X-Glu | 1 (29.89 Kb) | 55.0 | 0 | 1 | 0 | 0 | 0 | 3 | 2 | 21 | 27 |
| T17-2 | X-Gal | 1 (23.57 Kb) | 54.8 | 4 | 1 | 0 | 2 | 0 | 0 | 3 | 9 | 19 |
apositive fosmids on the mixture of six chromogenic substrates, as in Table 1
GHs, glycosyl hydrolases, CBMs, carbohydrate binding modules, AAs, auxiliary activities, GTs, Glycosyl transferases,CEs, carbohydrate esterases ABC, ABC transporters, H/U, Hypothetical and unknown genes
Fig. 2Graphical representation of the genes detected and annotated in seven fosmid inserts selected by the multi-substrate screening approach
Carbohydrate-active genes detected in each fosmid insert
| Fosmid ID | ID gene (Fig. | CAZy Family a | Size in amino acids (kDa b) | Annotation based on RAST platform (EC number) | Probable protein from (identity / coverage) |
|---|---|---|---|---|---|
| NT2-2 | 1 | CBM26 | 236 | GCN5-related N-acetyltransferase |
|
| 2 | GT2 | 521 | Uncharacterized protein YlaB |
| |
| 3c | GH2 | 1028 (116) | Beta-galactosidase (EC 3.2.1.23) |
| |
| 4 | GH53 | 119 | Transcriptional repressor of the lac operon |
| |
| 5 | CBM48 | 301 | Carboxyl-terminal protease (EC 3.4.21.102) |
| |
| 6 | AA3 | 565 | Choline dehydrogenase (EC 1.1.99.1) |
| |
| 7 | GT90 | 144 | Thioredoxin |
| |
| T5-5 | 8 | GH32 | 310 | 6-Phosphofructokinase class II (EC 2.7.1.11) |
|
| 9 | GH13 | 241 | Ferric siderophore transport system, periplasmic binding protein TonB |
| |
| 10 | CBM20 | 792 | Phosphoenolpyruvate synthase (EC 2.7.9.2) |
| |
| 11 | CBM50 | 154 | Probable lipoprotein NlpC precursor |
| |
| 12c | GH3 | 789 (86) | Beta-xylosidase (EC 3.2.1.37) |
| |
| 13 | GH17 | 465 | Xyloside transporter XynT |
| |
| NT18-17 | 14c | GH27 | 218 (22) | Aquaporin Z |
|
| 15 | AA6 | 195 | NAD(P)H oxidoreductase |
| |
| 16 | GH20 | 642 | Beta-hexosaminidase (EC 3.2.1.52) |
| |
| 17c | GH58 | 356 (38) | Hypothetical protein |
| |
| 18 | GH109 | 231 | Dehydrogenase |
| |
| 19 | GT2 | 442 | Omega-amino acid-pyruvate aminotransferase (EC 2.6.1.18) |
| |
| 20 | CE9 | 483 | Dihydropyrimidinase (EC 3.5.2.2) |
| |
| T4-1 | 21 | CBM50 | 154 | Probable lipoprotein NlpC precursor |
|
| 22 | CBM20 | 792 | Phosphoenolpyruvate synthase (EC 2.7.9.2) |
| |
| 23c | GH17 | 465 (52) | Xyloside transporter XynT |
| |
| 24c | GH3 | 789 (86) | Beta-xylosidase (EC 3.2.1.37) |
| |
| 25 | AA4/AA7 | 1000 | Glycolate dehydrogenase (EC 1.1.99.14), subunit GlcD |
| |
| 26 | CBM50 | 332 | L,D-transpeptidase YnhG |
| |
| 10BT | 27 | GT4 | 239 | Thioesterase involved in non-ribosomal peptide biosynthesis |
|
| 28 | AA3 | 413 | Sarcosine oxidase beta subunit (EC 1.5.3.1) |
| |
| 29c | GH39 | 192 (21) | Transcriptional regulator, AraC family |
| |
| 30 | AA5 | 127 | Integral membrane protein YfiB |
| |
| 31c | GH53 | 406 (46) | Inner membrane protein YfiN |
| |
| NT18-21 | 32 | CBM50 | 396 | Shikimate 5-dehydrogenase I gamma (EC 1.1.1.25) |
|
| T17-2 | 33 | GT8 | 207 | Galactoside O-acetyltransferase (EC 2.3.1.18) |
|
| 34c | GH2 | 1027 (116) | Beta-galactosidase (EC 3.2.1.23) |
| |
| 35 | GH53 | 360 | Transcriptional repressor of the lac operon |
| |
| 36 | CBM51 | 581 | Choline-sulfatase (EC 3.1.6.6) |
| |
| 37 | GH32 | 471 | PTS system, sucrose-specific IIB component |
| |
| 38 | GH65/GT5 | 266 | Cof, detected in genetic screen for thiamin metabolic genes |
| |
| 39 | GT4 | 330 | Lysophospholipase L2 (EC 3.1.1.5) |
|
aAnnotation using the CAZymes Analysis Toolkit (CAT) platform
bPredictive molecular size in kDa
ccorrespond to genes predicted to be involved in the detected enzymatic activities
Fig. 3Functional analyses (relative enzymatic activities, expressed in U/mg) based on total proteins extracted from selected positive fosmid clones. a Characterization of the fosmid clones using three pNP-substrates (pNPGal, pNPXyl and pNPGlu). b and c Effect of temperature and pH on the activity of clones NT2-2 and T17-2 with pNPGal. d and e Effect of temperature and pH on the activity of clones T5-5, T4-1 and 10BT with pNPXyl
Fig. 4Relative enzymatic activities of the total proteins produced from the fosmid clones NT2-2, T5-5 and NT18-17 using pNPGal, pNPXyl and pNPGlu, respectively, at different temperatures and pH values. a and b Effect of temperatures and pH on the activity of fosmid clone NT2-2. c and d Effect of temperatures and pH values on the activity of the fosmid clone T5-5. e and f Effect of temperature and pH on the activity of fosmid clone NT18-17
Fig. 5Native polyacrylamide gel electrophoresis (Native-PAGE) and zymogram analysis. Left: Native polyacrylamide gel of the total proteins from the positive fosmid clones. Right: Positive fosmid clones that showed bands (red square) with activity on the zymogram assay using MUFGal (MUF-beta-D-galactopyranoside) and MUFXyl (MUF-beta-D-xylopyranoside) as substrates
Comparison of functional metagenomic approaches to screen for (hemi)cellulases
| Microbial source (enrichment bred from) | Vector / Host | Screened clones | Substrates for (hemi)cellulases screening | Hit rate f | Reference |
|---|---|---|---|---|---|
| Cow rumen | pCCl-BAC a/ | 15360 | Xylan | 1/853 | Zhao et al. (2010) [ |
| Termite gut | pCC1FOS b / | 40000 | 5-Bromo-3-indolyl-beta-D-xylopyranoside | 1/740 | Bastien et al. (2013) [ |
| 40000 | 5-bromo-4-chloro-3-indolyl-alpha-L-arabinofuranoside | 1/1.212 | |||
| 40000 | Oat AZCl-xylan | 1/4.444 | |||
| Cow rumen | pCCFOS b / | 17000 | pNP-beta-D-glucopyranoside + pNP-beta-D-cellobioside | 1/5.666 | Del Pozo et al. (2012) [ |
| Buffalo rumen | pCCFOS1 b / EPI300-T1 | 10000 | AZCL-HE-cellulose | 1:108 | Nguyen et al. (2012) [ |
| 10000 | AZCL-xylan | 1:2.500 | |||
| Avicel- enrichment culture (soil) | pUC19 c / | 57000 | Rimazol brilliant blue dyed-CMC | 1/7.125 | Mori et al. (2014) [ |
| Pulp- enrichment culture (soil) | 63000 | Rimazol brilliant blue dyed-xylan | 1/63.000 | ||
| Ikaite tufa columns | pGNS-BAC a / | 2843 | 5-bromo-4-chloro-3-indolyl-beta-d-galactopyranoside | 1/1.421 | Vester et al. (2014) [ |
| Grassland soil | pCC1FOS b / | 4600 | Dye-labeled hydroxyethyl xylan | 1/4.600 | Nacke et al. (2012) [ |
| 4600 | Dye-labeled hydroxyethyl cellulose | 1/2.300 | |||
| Human gut | pCC1FOS b / | 156000 | AZCL-xylan | 1/4.588 | Tasse et al. (2010) [ |
| 156000 | AZCL-beta-glucan | 1/1.772 | |||
| 136000 | AZCL-galactan | 1/1.271 | |||
| Filter paper -enrichment culture (Earthworm) | pCCFOS b / | 115000 | pNP-beta-D-glucopyranoside | 1/2.090 | Beloqui et al. (2010) [ |
| Compost from pig manure | pCC2FOS b / | 12380 | Xylan | 1/2.476 | Jeong et al. (2012) [ |
| Forest soil | Lambda ZAP Express c / | 10000 | CMC | 1/10.000 | Wang et al. (2009) [ |
| Elephant dung | 10000 | CMC | 1/5.000 | Wang et al. (2009) [ | |
| Cow rumen | pCCFOS b / | 12288 | pNP-alpha-galactopyranoside | 1/12.288 | Ferrer et al. (2012) [ |
| 12288 | pNP-alpha-L-arabinofuranoside | 1/4.096 | |||
| 12288 | CMC | 1/6.144 | |||
| Alkaline-polluted soil | pGEM-3Zf c / | 30000 | Esculine | 1/15.000 | Jiang et al. (2011) [ |
| Soil | pHBM803 c / | 24000 | Remazol brilliant blue dyed-xylan | 1/24.000 | Hu et al. (2008) [ |
| 13C-cellulose-enriched DNA (soil) e | pJC8 d / E. coli HB101 | 2876 | CMC | 1/360 | Verastegui et al. (2014) [ |
| Wheat straw- enrichment culture (soil) | pCC2FOS b / | 22000 | Mixture of 6 indolyl-monosaccharides | 1/440 | This study |
| Torrefied wheat straw- enrichment culture (soil) | 22000 | Mixture of 6 indolyl-monosaccharides | 1/1,047 |
aBacterial artificial chromosome
bFosmid
cPlasmid
dCosmid
eHigh-molecular weight DNA from the 13C-cellulose-enriched SIP incubations for the three soils
fHit rate was determined based on the number positives clones in the initial screening / total of screened clones
AZCL (azurine cross-linked)
CMC (carboxymethylcellulose)
pNP (para-nitrophenyl)