| Literature DB >> 31827810 |
Abeer H Hossain1,2, Aiko Hendrikx1, Peter J Punt1.
Abstract
BACKGROUND: The filamentous fungus Aspergillus niger is frequently used for industrial production of fermentative products such as enzymes, proteins and biochemicals. Notable examples of industrially produced A. niger fermentation products are glucoamylase and citric acid. Most notably, the industrial production of citric acid achieves high titers, yield and productivities, a feat that has prompted researchers to propose A. niger to serve as heterologous production host for the industrial production of itaconic acid (IA), a promising sustainable chemical building-block for the fabrication of various synthetic resins, coatings, and polymers. Heterologous production of IA in A. niger has resulted in unexpected levels of metabolic rewiring that has led us to the identification of IA biodegradation pathway in A. niger. In this study we have attempted to identify the final product of the IA biodegradation pathway and analyzed the effect of metabolic rewiring on the bioproduction of 9 industrially relevant organic acids.Entities:
Keywords: Aspergillus niger; Citramalate; Citramalate synthase; Itaconic acid biodegradation; Metabolic engineering; Organic acid transport; Transcriptome analysis
Year: 2019 PMID: 31827810 PMCID: PMC6862759 DOI: 10.1186/s40694-019-0084-7
Source DB: PubMed Journal: Fungal Biol Biotechnol ISSN: 2054-3085
Strains used in this study
| Strain | Abbreviation | Description |
|---|---|---|
| AB1.13 | AB1.13 WT | Uridine auxotroph [ |
| AB1.13 | AB1.13 | Uridine prototroph of AB1.13 [ |
| AB1.13 CAD 4.1 | AB1.13 CAD | Selected pyrG+ transformant of |
| AB1.13 CAD + MFS + MTT #49B; | AB1.13 #49B | Selected |
| AB1.13 CAD + MFS + MTT + CitB #99 | CitB#99 | Selected |
AB1.13 cimA A10 AB1.13 cimA B3 AB1.13 cimA D11 | CimA A10 CimA B3 CimA D11 | Selected |
| AB1.13 cimA B3 pyrE− | CimA B3 pyrE− | |
| AB1.13 cimA B3 + mfsB 27 | CimA + MfsB #27 | Selected |
| AB1.13 cimA B3 + mfsB 28 | CimA + MfsB #28 | |
Fig. 1Unidentified peak next to the glucose peak on RI detector in sample after 14 days cultivation of CitB#99 performed in 500 ml non-baffled flasks [10]
Fig. 2Previous fermentation data revisited. a Controlled batch-cultivation of CitB#99 in 5 l bioreactors [8]. CM can be detected after 180 h EFT when IA titers start to diminish. b Non-shaking 500 ml flask cultivation [10]. CM detected in cultivations with CitB#99 after 264 h EFT when IA titer starts to drop. No CM detected in cultivations with CitB#99 ΔICT and CitB#99 ΔICH
Transcriptome data of genes involved in the biosynthesis of industrially relevant organic acids
| New locus tag | Old locus tag | Gene product | Gene name | Localization | RPKM values | ||||
|---|---|---|---|---|---|---|---|---|---|
| AB1.13 | AB1.13 CAD | AB1.13 #49B | CitB#99 | ||||||
| 1 | ANI_1_1206064 | An07g09530 | Pyruvate dehydrogenase E1 component subunit alpha | Mito | 319.96 | 296.42 | 259.17 | 203.01 | |
| 1 | ANI_1_622094 | An11g04550 | Pyruvate dehydrogenase E1 component subunit alpha | Mito | 18.21 | 16.89 | 23.09 | 27.18 | |
| 1 | ANI_1_12014 | An01g00100 | Pyruvate dehydrogenase E1 component subunit beta | Mito | 204.86 | 158.00 | 136.09 | 125.15 | |
| 2 | ANI_1_274064 | An07g02180 | Pyruvate dehydrogenase E2 component | Mito | 232.08 | 210.10 | 209.07 | 225.04 | |
| 3 | ANI_1_440184 | An04g02090 | Pyruvate carboxylase | Cyto | 306.10 | 262.83 | 309.14 | 395.41 | |
| 4 | ANI_1_876084 | An09g06680 | Citrate synthase | Mito | 284.82 | 269.02 | 255.71 | 238.09 | |
| 4 | ANI_1_1474074 | An08g10920 | Citrate synthase | Cyto | 3.05 | 3.10 | 2.87 | 10838.65 | |
| 4 | ANI_1_2950014 | An01g09940 | Citrate synthase | Cyto | 463.10 | 370.88 | 438.08 | 96.44 | |
| 5 | ANI_1_470084 | An09g03870 | Aconitate hydratase | Mito | 56.65 | 37.15 | 45.12 | 50.78 | |
| 5 | ANI_1_3018024 | An02g11040 | Aconitate hydratase | Cyto | 0.04 | 0.04 | 0.00 | 0.00 | |
| 5 | ANI_1_1410074 | An08g10530 | Aconitate hydratase | Mito | 326.50 | 284.14 | 426.11 | 486.32 | |
| 5 | ANI_1_1808144 | An16g05760 | Aconitate hydratase | Cyto | 1.30 | 1.13 | 1.03 | 2.02 | |
| 5 | ANI_1_578044 | An05g02230 | Aconitate hydratase | Cyto | 2.91 | 7.34 | 6.20 | 11.04 | |
| 5 | ANI_1_1802134 | An15g07730 | Aconitate hydratase | Cyto | 28.75 | 43.79 | 46.11 | 27.81 | |
| 6 | ANI_1_906164 | An18g06760 | Isocitrate dehydrogenase (NAD+) subunit 1 | Mito | 189.71 | 209.47 | 167.93 | 190.84 | |
| 6 | ANI_1_798074 | An08g05580 | Isocitrate dehydrogenase [NAD] subunit 2 | Mito | 165.29 | 175.80 | 165.81 | 151.75 | |
| 6 | ANI_1_3136024 | An02g12430 | Isocitrate dehydrogenase [NADP] | Per | 53.93 | 50.46 | 43.22 | 64.47 | |
| 7 | ANI_1_826184 | An04g04750 | 2-Oxoglutarate dehydrogenase | Mito | 115.53 | 103.38 | 107.27 | 88.87 | |
| 8 | ANI_1_1482094 | An11g11280 | Dihydrolipoyllysine-residue succinyltransferase | Mito | 168.01 | 172.17 | 158.22 | 198.85 | |
| 9 | ANI_1_230154 | An17g01670 | Succinyl-CoA ligase [GDP-forming] subunit alpha | Mito | 264.96 | 249.57 | 263.12 | 194.37 | |
| 9 | ANI_1_58124 | An14g00310 | Succinyl-CoA ligase [GDP-forming] subunit beta | Mito | 277.86 | 256.78 | 249.99 | 212.81 | |
| 10 | ANI_1_1750024 | An02g12770 | Succinate dehydrogenase [ubiquinone] flavoprotein subunit | Mito | 245.43 | 193.93 | 185.80 | 107.81 | |
| 10 | ANI_1_2706024 | An02g07600 | Succinate dehydrogenase [ubiquinone] flavoprotein subunit | Mito | 0.47 | 0.35 | 0.79 | 0.95 | |
| 11 | ANI_1_952104 | An12g07850 | Fumarate hydratase | Mito | 121.25 | 107.39 | 124.39 | 128.67 | |
| 12 | ANI_1_12134 | An15g00070 | Malate dehydrogenase | Cyto | 402.08 | 426.49 | 462.06 | 636.37 | |
| 12 | ANI_1_268064 | An07g02160 | Malate dehydrogenase | Mito | 500.20 | 510.92 | 572.33 | 565.47 | |
| 12 | ANI_1_2230094 | An11g07190 | Malate dehydrogenase | Cyto | 0.14 | 0.15 | 0.00 | 0.15 | |
| 13 | ANI_1_1256014 | An01g09270 | Isocitrate lyase | Per | 86.38 | 61.77 | 65.20 | 42.26 | |
| 13 | ANI_1_1336134 | An15g02980 | Isocitrate lyase/malate synthase | Per | 33.76 | 34.75 | 25.03 | 22.66 | |
| 13 | ANI_1_1826104 | An12g05180 | Isocitrate lyase/malate synthase | Cyto | 0.00 | 0.09 | 0.00 | 0.48 | |
| 14 | ANI_1_320134 | An15g01860 | Malate synthase | Per | 112.41 | 98.34 | 72.33 | 34.38 | |
| 15 | ANI_1_2114184 | An04g08220 | Mito/Cyto | 0.09 | 0.58 | 0.51 | 0.63 | ||
| 16 | ANI_1_1536084 | An09g06220 | PrpD-like protein | Cyto | 0.30 | 0.23 | 0.36 | 0.43 | |
| 16 | ANI_1_2952014 | An01g09950 | PrpD-like protein | Cyto | 552.06 | 456.98 | 383.21 | 165.41 | |
| 16 | ANI_1_2948014 | An01g09930 | PrpD-like protein | Mito | 308.68 | 261.08 | 288.92 | 145.66 | |
| 16 | ANI_1_3352024 | An02g14730 | PrpD-like protein | Cyto | 5.97 | 7.29 | 5.81 | 10.08 | |
| 17 | ANI_1_1432064 | An07g00760 | Itaconyl-CoA transferase | Mito | 13.07 | 108.35 | 170.34 | 375.89 | |
| 18 | ANI_1_2118064 | An07g09220 | Itaconyl-CoA hydratase | Mito | 7.32 | 60.28 | 146.61 | 232.65 | |
| 19 | ANI_1_1156014 | An01g08610 | Citramalate-CoA lyase | Mito | 10.17 | 12.59 | 21.43 | 19.54 | |
| 20 | ANI_1_92174 | An10g00820 | Oxaloacetate acetylhydrolase | Cyto | 1803.48 | 1122.69 | 323.44 | 9.81 | |
| 20 | ANI_1_2054064 | An07g08390 | Oxaloacetate acetylhydrolase | Mito | 10.41 | 7.31 | 7.55 | 11.70 | |
| 21 | ANI_1_1678104 | An12g03440 | Glucose oxidase | Secreted | 0.66 | 0.84 | 0.21 | 0.23 | |
| 21 | ANI_1_748094 | An11g05580 | Glucose oxidase | Secreted | 1.01 | 1.80 | 1.15 | 0.19 | |
| 21 | ANI_1_1398064 | An07g00450 | Glucose oxidase | Secreted | 1.47 | 0.67 | 0.38 | 1.45 | |
| 21 | ANI_1_1992014 | An01g14740 | Glucose oxidase | Secreted | 1.25 | 0.70 | 0.56 | 0.20 | |
| 22 | ANI_1_106174 | An10g00900 | Gluconolactonase | Cyto | 1.37 | 2.05 | 1.64 | 3.30 | |
| 22 | ANI_1_254044 | An05g02030 | Gluconolactonase | Cyto/Nucleus | 1.75 | 1.79 | 1.91 | 2.98 | |
| 22 | ANI_1_1902144 | An16g06620 | Gluconolactonase | Secreted | 0.00 | 0.00 | 0.00 | 0.00 | |
| 23 | ANI_1_928084 | An09g00170 | 2-Isopropylmalate synthase | Cyto | 362.80 | 298.38 | 108.92 | 23.52 | |
| 24 | ANI_1_440024 | An02g03250 | Isopropylmalate isomerase | Cyto | 135.20 | 57.70 | 45.96 | 96.62 | |
RPKM values, taken from Hossain et al. [10] were calculated according to the method presented by Mortazavi et al. [28] in order to normalize data for gene length. Protein localization was predicted using the WoLF PSORT algorithm (https://wolfpsort.hgc.jp/). For those cases where the gene listed has been studied in more detail the corresponding gene name was indicated
Transcriptome data of putative orthologs and paralogs in A. niger to functionally characterized organic acid transporters in filamentous fungi
| New locus tag | Old locus tag | Transporter | Protein sequence coverage (%) | Protein sequence similarity (%) | RPKM values | |||
|---|---|---|---|---|---|---|---|---|
| AB1.13 | AB1.13 CAD | AB1.13 #49B | CitB#99 | |||||
| Citrate transporter CexA | ||||||||
| ANI_1_478154 | An17g01710 | Citrate transport protein ( | 100 | 100 | 57.83 | 44.83 | 189.54 | 58.61 |
| ANI_1_930084 | An09g00190 | MFS multidrug transporter ( | 100 | 100 | 197.34 | 140.59 | 62.55 | 10.52 |
| ANI_1_1618104 | An12g03020 | MFS multidrug transporter | 96 | 62 | 0.99 | 1.05 | 2.50 | 8.32 |
| ANI_1_2702024 | An02g07580 | MFS transporter | 84 | 36 | 2.81 | 2.52 | 2.07 | 2.42 |
| ANI_1_478154 | An17g01710 | Citrate transport protein ( | 93 | 37 | 57.83 | 44.83 | 189.54 | 58.61 |
| ANI_1_2040144 | An16g08330 | C4-dicarboxylate transporter/malic acid transport protein | 97 | 71 | 1.32 | 1.95 | 1.75 | 1.54 |
RPKM values, taken from Hossain et al. [10] were calculated according to the method presented by Mortazavi et al. [28] in order to normalize data for gene length. Protein similarity and coverage scores were obtained using the BLAST algorithm (https://blast.ncbi.nlm.nih.gov/Blast.cgi?PROGRAM=blastp&PAGE_TYPE=BlastSearch&LINK_LOC=blasthome)
Fig. 3Shake flask cultivation of cimA overexpressing strains. Experiments were performed in duplicate. Samples were taken and measured after 280 h incubation
CM yield and titer of mfsB overexpressing strains
| Strain | Titer | Yield |
|---|---|---|
| g/l | g/g glucose | |
| AB1.13 cimA B3 parent | 2.71 | 0.07 |
| AB1.13 cimA + mfsB 12 | 0.81 | 0.02 |
| AB1.13 cimA + mfsB 13 | 1.04 | 0.02 |
| AB1.13 cimA + mfsB 65 | 1.82 | 0.05 |
| AB1.13 cimA + mfsB 59 | 1.99 | 0.06 |
| AB1.13 cimA + mfsB 54 | 2.11 | 0.06 |
| AB1.13 cimA + mfsB 102 | 2.15 | 0.06 |
| AB1.13 cimA + mfsB 85 | 3.10 | 0.09 |
| AB1.13 cimA + mfsB 17 | 3.21 | 0.09 |
| AB1.13 cimA + mfsB 27 | 3.36 | 0.10 |
| AB1.13 cimA + mfsB 28 | 3.87 | 0.11 |
Fig. 5Shake flask experiment to compare the organic acid production of cimA and mfsB overexpressing strains with WT strain. a Production of CM, citric acid (CA) and citraconic acid (CC). b Consumption of glucose
Yield and titer of CM and CA production by various A. niger strains
| Strain | Citramalic acid | Citric acid | ||
|---|---|---|---|---|
| Max titer (g/l) | Max yield (g/g glucose) | Max titer (g/l) | Max yield (g/g glucose) | |
| AB1.13 WT | 0 | 0 | 12.35 | 0.14 |
| CimA B3 | 6.62 | 0.07 | 9.19 | 0.10 |
| CimA + MfsB 27 | 6.35 | 0.10 | 6.06 | 0.08 |
| CimA + MfsB 28 | 5.87 | 0.11 | 3.73 | 0.07 |
Fig. 4Putative organic acid biosynthesis pathways in A. niger. The enzymes facilitating the biochemical conversions are given with numbers and are linked to Table 2. Industrially relevant organic acids are indicated in dark blue.
Figure adapted from Li et al. [13]