| Literature DB >> 26705421 |
Nicholas R Sandoval1, Keerthi P Venkataramanan1, Theodore S Groth1, Eleftherios T Papoutsakis2.
Abstract
BACKGROUND: Biodiesel production results in crude glycerol waste from the transesterification of fatty acids (10 % w/w). The solventogenic Clostridium pasteurianum, an anaerobic Firmicute, can produce butanol from glycerol as the sole carbon source. Coupling butanol fermentation with biodiesel production can improve the overall economic viability of biofuels. However, crude glycerol contains growth-inhibiting byproducts which reduce feedstock consumption and solvent production.Entities:
Keywords: Butanol; Clostridium pasteurianum; Methylome; Mutagenesis; SMRT sequencing; Spo0A
Year: 2015 PMID: 26705421 PMCID: PMC4690370 DOI: 10.1186/s13068-015-0408-7
Source DB: PubMed Journal: Biotechnol Biofuels ISSN: 1754-6834 Impact factor: 6.040
Fig. 1Growth characteristics of WT C. pasteurianum in CGM with crude glycerol and linoleic acid and directed evolution selection. a WT Cpa-specific growth rate as a function of crude glycerol concentration. Error bars represent standard deviation, four biological replicates. b WT Cpa-specific growth rate in 30 g/L pure glycerol as a function of sodium linoleate concentration. Error bars represent standard deviation, two biological replicates. c Crude glycerol contents by wt%. d Selection of mutagenized Cpa on crude glycerol. Serial transfers in CGM with the increasing levels of crude glycerol (blue bars). The population was mutagenized twice (red bar and star) and allowed to grow over 8 batches where the population-specific growth rate (orange squares) increased in the highest concentration of crude glycerol
Fig. 2Growth characteristics and metabolite profiles of WT and M150B. Batch cultures of WT (blue hollow shapes) and M150B (orange filled shapes) were grown in CGM with either 100 g/L crude glycerol (a) or 60 g/L pure glycerol (b). Turbidity was monitored (OD600, circles) as well as glycerol (squares, secondary axis), butanol (triangles), butyrate (lower plot, diamonds), and 1,3 propanediol (lower plot, squares). Error bars represent standard deviation, two biological replicates
Sequence variants from sequenced wild-type Cpa 6013 vs. M150B
| Mut. locus [ | Mut. type | CDS | Mut. | Ref. | Var. |
|---|---|---|---|---|---|
| 135360 | Sub. | No CDS | A | G | |
| 177873 | Sub. | Hypothetical cell wall-binding protein, | A267V | C | T |
| 256066 | Sub. | Glycosyltransferase, | I257T | A | G |
| 328268 | Sub. | Xanthine dehydrogenase, molybdenum binding; | P483L | C | T |
| 511135 | Sub. | Pyridine nucleotide-disulfide oxidoreductase; NADH dehydrogenase; coenzyme A disulfide reductase; | P187S | T | C |
| 547010 | Sub. | Pyruvate-flavodoxin oxidoreductase; | S579N+ | G | A |
| 609918 | Sub. | Lactose permease; | P429S | G | A |
| 623217 | Sub. | lysin; | A129T | G | A |
| 633860 | Sub. | Hypothetical protein; | Silent | C | T |
| 662676 | Sub. | High-affinity nickel-transport protein; | Silent | C | T |
| 664502 | Sub. | Methyl-accepting chemotaxis protein; | T311A | A | G |
| 774540 | Sub. | Metallophosphoesterase; | G294E | G | A |
| 805746 | Sub. | Putative amidase domain-containing protein; | G378E | G | A |
| 822080 | Sub. | tRN Glu)-specific nuclease WapA; | S1026F | C | T |
| 849186 | Sub. | Putative glycosyltransferase; | Q641 | G | A |
| 888969 | Sub. | Phage infection protein; | E95K+ | C | T |
| 905016 | Sub. | putative L-ascorbate-6-phosphate lactonase UlaG; | A128V | C | T |
| 959280 | Sub. | No CDS | C | T | |
| 1010600 | Sub. | Radical SAM domain protein; | G32D | C | T |
| 1018923 | Sub. | No CDS | G | A | |
| 1034853 | Sub. | Putative AAA-ATPase; | E311K+ | G | A |
| 1047038 | Sub. | DNA-binding response regulator; | Silent | G | A |
| 1052341 | Sub. | Hypothetical protein; | E98K+ | G | A |
| 1058795 | Sub. | Nicotinamidase; | V31I+ | G | A |
| 1263298 | Sub. | No CDS | G | A | |
| 1384612 | Sub. | Spore germination protein KA; | G15D | G | A |
| 1408727 | Sub. | hypothetical protein; | L71N | G | A |
| 1595471 | Sub. | Lactate-responsive regulator LldR; | A154T | G | A |
| 1597713 | Sub. | Electron transfer flavoprotein, alpha subunit; | A300T | G | A |
| 1608597 | Sub. | CAAX amino terminal protease family protein; | Silent | T | C |
| 1729728 | Sub. | Integral membrane protein; | V8I+ | G | A |
| 1796914 | Sub. | Phenylalanyl-tRNA synthetase beta chain; | A674V | C | T |
| 1957368 | Sub. | Flagellum-specific ATP synthase FliI; | E44K+ | G | A |
| 1973896 | Sub. | RNA polymerase sigma factor for flagellar operon; | A75T | G | A |
| 1976216 | Sub. | Flagellar basal-body rod protein; | Silent | T | C |
| 2055679 | Del. | Stage 0 sporulation protein A; | Del. 235–242 | ATACCATAAATAAATTATTTGGAT | |
| 2822361 | Sub. | CRISPR-associated helicase/endonuclease Cas3; | E316F | C | T |
| 3198907 | Sub. | No CDS | C | T | |
| 3208358 | Sub. | Exonuclease SbcC; | A558T | C | T |
| 3222314 | Sub. | Hypothetical protein, CF-17 family; | E213K+ | C | T |
| 3270753 | Sub. | No CDS | C | T | |
| 3272757 | Sub. | tRNA-dihydrouridine synthase; | D126K+ | C | T |
| 3273913 | Sub. | Fe-S oxidoreductase; | T87A | A | G |
| 3297381 | Sub. | No CDS | G | A | |
| 3348577 | Sub. | Transcriptional regulator, TetR family; | S20N+ | C | T |
| 3399757 | Sub. | Hydrolase (HAD superfamily); | P219S | G | A |
| 3439637 | Sub. | Multiple sugar transporter, membrane-spanning permease protein MsmG; | A236V | G | A |
| 3488562 | Sub. | Potassium-transporting ATPase C chain; | T283I | G | A |
| 3497476 | Sub. | Fatty-acid peroxygenase; | P255S | G | A |
| 3521979 | Sub. | ATP phosphoribosyltransferase regulatory subunit; | P96L | G | A |
| 3531067 | Sub. | Cysteine desulfurase; | Silent | G | A |
| 3535341 | Sub. | Chaperone protein HtpG; | Silent | G | A |
| 3593919 | Sub. | No CDS | G | A | |
| 3595710 | Sub. | 2-iminoacetate synthase; | P77S | G | A |
| 3641811 | Sub. | Possible surface protein; | T742I | G | A |
| 3666696 | Sub. | No CDS | G | A | |
| 3698846 | Sub. | L-arabinose transport system permease; | T235I | G | A |
| 3759007 | Sub. | hypothetical protein; | E729K+ | C | T |
| 3776313 | Sub. | RNA-binding protein; | S523N+ | C | T |
| 3863797 | Sub. | DNA-3-methyladenine glycosylase II; | E119K+ | C | T |
| 3872706 | Sub. | Autoinducer 2 sensor kinase/phosphatase LuxQ; | E242F | C | T |
| 3909641 | Sub. | Signal-transduction and transcriptional-control protein; | A657V+ | C | T |
| 3935380 | Sub. | 50S ribosomal protein L2; | Silent | C | T |
| 3936650 | Sub. | 50S ribosomal protein L3; | G191D | C | T |
| 4163498 | Sub. | Signal transduction histidine kinase; | S439N | C | T |
| 4231311 | Sub. | Putative competence-damage inducible protein; | Silent | C | T |
Positive substitutions are indicated by a plus symbol
Fig. 3Sequence alignments of Spo0A. a Nucleotide sequence alignment of WT and M150B Spo0A region of interest. Nucleotides are numbered from the beginning of the gene. The 8 bp repeat surrounding the deleted region is bold and in red. b Amino acid residue alignment of the well-studied Bacillus subtilis (Bsu) against Cpa WT and M150B. Secondary structures based on Bsu from Lewis et al. [25] show conserved beta sheets (arrows) and alpha helices (bars) as well as the linker region (dashed line). Similarity is shown by red bars (identity) or green plus symbols (conservative). Helix-turn-helix DNA-binding motif is indicated by a purple bar, and the σA-activating region is shown with an orange bar
Fig. 4Genetic basis of solventogenesis from glycerol in C. pasteurianum. Possible metabolic pathways for glycerol to 1,3 propanediol, ethanol and butanol. Gene names coding for the enzymes catalyzing the corresponding reactions are listed in italics. Multiple genes coding for a complexed functional protein are colored blue. Paralogs annotated with the same function and name are noted in parentheses. Asterisks indicate genes found mutated in M150B. Enzyme names are as follows: 1 glycerol dehydratase, 2 1,3-propanediol dehydrogenase, 3 glycerol dehydrogenase, 4 dihydroxyacetone kinase, 5 triosephosphate isomerase, 6 glyceraldehyde-3-phosphate dehydrogenase, 7 phosphoglycerate kinase, 8 phosphoglycerate mutase, 9 enolase, 10 pyruvate kinase, 11 pyruvate-flavodoxin oxidoreductase, 12 acetyl-CoA acetyltransferase, 13 3-hydroxybutyryl-CoA dehydrogenase, 14 3-hydroxybutyryl-CoA dehydratase, 15 butyryl-CoA dehydrogenase/Etf complex, 16 butyrate-acetoacetate CoA-transferase, 17 aldehyde-alcohol dehydrogenase, 18 possible pyruvate decarboxylase, 19 NADH-dependent butanol dehydrogenase, 20 NADPH-dependent butanol dehydrogenase, 21 phosphate acetyltransferase, 22 acetate kinase, 23 phosphate butyryltransferase, 24 butyrate kinase
Fig. 5a–c Cartoons of parts of the glycerol to butanol genomic loci: a glycerol to central metabolism, b reductive pathway of glycerol to 1,3-propanediol (c22750 codes a hypothetical protein and c22760 codes for cobyrinic acid a,c-diamide adenosyltransferase), c acetoacetyl-CoA to butanoyl-CoA locus including the Etf/Bcd complex (rex encodes a redox-sensing transcriptional repressor)
Fig. 6Cartoon of the sol loci in C.pasteurianum, C. acetobutylicum, and C. beijerinckii. Genomic positions are given at the beginning and end of the cartoon, and the relative sizes are to scale. Reported and putative 0A boxes are indicated by red triangles above the cartoon on the top strand and below if on the bottom strand
Fig. 7Transmission electron micrographs of C. pasteurianum after 5 days in culture. a WT cells show characteristic sporulation development including clostridial-form bulging cell shape. b–c M150B and ΔSpo0A and cells are rod shaped with no obvious sporulation development. d Isolation and enlargement of individual WT cell image from 7A shows spore core (c), cortex (cx), granulose bodies (g), and the multilayered spore coat structure (solid red arrow). e, f Isolation and enlargement of individual M150B and ΔSpo0A cell images from 7b, c show probable mesosomes (thick striped arrows) and globular electron dense regions (fine striped arrows)
Methylation data and analysis
| Motif | Modified position | Type | % motifs detected | # of motifs detected | # of motifs in genome | Mean modification QV | Mean motif coverage | Partner motif |
|---|---|---|---|---|---|---|---|---|
| GRTAAAG | 6 | m6A | 99.65 | 2579 | 2588 | 87.0 | 55.4 | |
| AAGNNNNNCTCC | 2 | m6A | 99.61 | 511 | 513 | 93.1 | 59.4 | GGAGNNNNNCTT |
| GGAGNNNNNCTT | 3 | m6A | 99.03 | 508 | 513 | 88.1 | 58.0 | AAGNNNNNCTCC |
| GATC | 2 | m6A | 99.14 | 13,348 | 13,464 | 85.8 | 58.4 | GATC |
| CAAAAAR | 6 | m6A | 97.10 | 3786 | 3899 | 74.0 | 56.3 |
Fig. 8Growth and metabolite analysis of C. pasteurianum WT, M150B, and ΔSpo0A strains in CGM with 100 g/L crude glycerol. a OD600 shows extended lag phase of WT (blue diamonds) compared to M150B (orange squares) and ΔSpo0A (gray triangles). Red arrows indicate samples taken for analysis. b Metabolite profiles at 40 h (hollow) and 73 h (solid) of WT (blue), M150B (orange), and ΔSpo0A (gray). Error bars represent standard deviation, two biological replicates. Stars indicate t test p value <0.05 between WT and either or both M150B and ΔSpo0A. Note that the initial CGM media contains 1.8 g/L acetic acid
Strains and plasmids used in this study
| Description | Source | |
|---|---|---|
| Strain | ||
| | Wild-type | ATCC |
| | Mutant isolated from crude glycerol selection | This study |
|
| Constructed Spo0A deficient strain | This study |
| NEB Turbo | Cloning strain for DNA manipulation | NEB |
| Plasmid | ||
| pCpaDcm2.0 | Methylating plasmid | DNA 2.0 |
| pKO-mazF | General recombination plasmid | Al-Hinai et al. [ |
| pKO-mazF-spo0A | Knockout plasmid targeting Spo0A | This study |
| p94-Flp | Flippase plasmid for ThR removal | Al-Hinai et al. [ |