| Literature DB >> 30622724 |
Abeer H Hossain1,2, Alexander Ter Beek1, Peter J Punt1.
Abstract
BACKGROUND: Itaconic acid (IA), a C5-dicarboxylic acid, has previously been identified as one of the top twelve biochemicals that can be produced by biotechnological means. IA is naturally produced by Aspergillus terreus, however, heterologous production in the related species Aspergillus niger has been proposed earlier. Remarkably, we observed that during high producing conditions and elevated titers A. niger detoxifies the extracellular medium of IA. In order to determine the genes responsible for this decline in IA titers a transcriptome analysis was performed.Entities:
Year: 2019 PMID: 30622724 PMCID: PMC6320622 DOI: 10.1186/s40694-018-0062-5
Source DB: PubMed Journal: Fungal Biol Biotechnol ISSN: 2054-3085
List of strains used for transcriptome analysis
| Strain | Abbreviation | Strain description |
|---|---|---|
| AB1.13 | AB1.13 | Uridine prototroph of AB1.13 |
| AB1.13 CAD 4.1 | AB1.13 CAD | Selected pyrG + transformant of |
| AB1.13 CAD + MTT + MFS_3 | AB1.13 CAD + MTT + MFS | Selected |
| AB1.13 CAD + MFS + MTT #49B; | AB1.13 #49B | Selected |
| AB1.13 CAD + MFS + MTT + CitB #99; #113 | CitB#99; CitB#113 | Selected |
Differential expressed genes in high IA producing strains
| A | 2logR values | RPKM values | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Locus tag | Old locus tag | Annotation | TargetP | AB1.13 | AB1.13 CAD | AB1.13 #49B | CitB#99 | AB1.13 | AB1.13 CAD | AB1.13 #49B | CitB#99 |
| ANI_1_1474074 | An08g10920 | Citrate synthase (CitB) | Cytosol | 0.02 | 0.04 | − 0.05 | 11.40 | 3.05 | 3.10 | 2.87 | 10,838.65 |
| Cis-aconitate decarboxylase | Cytosol | 0.05 | 10.62 | 9.47 | 10.72 | 3.54 | 6887.96 | 3116.06 | 7417.64 | ||
| ANI_1_1906104 | An12g05750 | MFS phosphate transporter | PM | 0.13 | 1.02 | 10.28 | 10.55 | 1.09 | 2.87 | 2375.80 | 2852.93 |
| Hygromycin B 4- | Cytosol | 0.23 | 0.17 | 8.84 | 10.04 | 0.94 | 0.86 | 759.61 | 1743.36 | ||
| Putative mitochondrial tricarboxylite transporter | Mito | − 0.18 | 0.18 | 8.46 | 9.86 | 0.19 | 0.54 | 477.02 | 1257.78 | ||
| Putative major facilitator superfamily transporter A | PM | 0.07 | 1.44 | 7.49 | 9.19 | 0.30 | 2.36 | 222.56 | 721.88 | ||
| Acetamidase A | Cytosol | 0.00 | 8.57 | 7.57 | 7.90 | 0.37 | 517.76 | 259.47 | 325.00 | ||
| ANI_1_2022014 | An01g14940 | Phospholipase C PLC-C | Secreted | 0.06 | 0.08 | 4.99 | 7.18 | 8.40 | 8.53 | 286.39 | 1310.11 |
| ANI_1_1486074 | An08g11030 | 3-Phytase B | Secreted | − 0.03 | 0.21 | 5.94 | 6.99 | 27.36 | 32.28 | 1771.34 | 3663.34 |
| ANI_1_2368024 | An02g02840 | Sialidase | Secreted | − 0.05 | 0.06 | 7.22 | 6.81 | 0.21 | 0.30 | 184.78 | 139.52 |
| ANI_1_236084 | An09g02180 | Lipase | Secreted/Mito | − 0.34 | − 0.30 | 3.96 | 6.78 | 2.43 | 2.55 | 67.01 | 479.51 |
| ANI_1_1848144 | An16g06190 | Metabolite transport protein GIT1 | PM | 0.04 | 0.73 | 6.80 | 6.46 | 6.81 | 11.62 | 846.83 | 669.87 |
| ANI_1_166144 | An16g01340 | Glyoxalase domain-containing protein 5 | Mito/Cytosol | 0.24 | 4.70 | 5.70 | 6.20 | 16.28 | 379.47 | 761.69 | 1080.98 |
| ANI_1_248124 | An14g01550 | Acid phosphatase | Secreted | − 0.16 | − 0.27 | 4.91 | 5.89 | 4.20 | 3.82 | 174.16 | 345.29 |
| ANI_1_1500104 | An12g02320 | Short-chain dehydrogenase/reductase | Cytosol | 0.01 | 3.07 | 4.70 | 5.65 | 2.33 | 26.63 | 84.56 | 164.88 |
| ANI_1_1330084 | An09g03700 | Hypothetical protein | Secreted | − 0.14 | 0.10 | 4.05 | 5.64 | 0.46 | 0.72 | 25.72 | 79.39 |
| ANI_1_460094 | An11g03340 | Alpha-amylase A type-1/2 | Secreted | − 0.12 | 0.33 | 1.56 | 5.52 | 12.80 | 17.81 | 43.27 | 683.63 |
| ANI_1_542164 | An18g04140 | Acid phosphatase | Secreted | 0.04 | 0.07 | 4.04 | 5.50 | 1.42 | 1.45 | 37.62 | 104.94 |
| ANI_1_1576144 | An16g02440 | Phytase-like | Secreted | − 0.03 | 0.04 | 4.27 | 5.48 | 3.98 | 4.23 | 97.10 | 226.06 |
| ANI_1_260144 | An16g01850 | BYS1 domain protein | Secreted | − 0.64 | − 0.16 | 2.35 | 5.30 | 9.22 | 13.19 | 79.91 | 623.78 |
| ANI_1_1250124 | An14g02660 | NPP1 domain protein | Secreted | 0.12 | 0.24 | 4.08 | 5.29 | 3.11 | 3.48 | 63.27 | 147.19 |
| ANI_1_2836024 | An02g08830 | Histone transcription regulator 3 | Nucleus | 0.00 | 0.09 | − 0.03 | 5.15 | 9.48 | 10.11 | 9.28 | 371.63 |
| ANI_1_652114 | An13g01750 | Acid phosphatase | Secreted | 0.06 | 0.10 | 4.67 | 5.13 | 70.73 | 72.83 | 1754.06 | 2422.06 |
| ANI_1_1440124 | An14g04660 | Aromatic ring-opening dioxygenase, catalytic LigB subunit | Cytosol/Mito/Per | 0.13 | 0.32 | 0.32 | 5.13 | 2.59 | 3.10 | 3.09 | 113.67 |
| ANI_1_1432064 | An07g00760 | Putative itaconyl-CoA transferase (ictA) | Mito | 0.32 | 3.27 | 3.92 | 5.06 | 13.07 | 108.35 | 170.34 | 375.89 |
| ANI_1_1812184 | An04g04240 | Phosphate transporter | PM | 0.27 | 1.05 | 4.83 | 4.99 | 2.94 | 5.74 | 91.74 | 102.55 |
| ANI_1_126034 | An03g01120 | Aromatic-amino-acid aminotransferase | Nucleus | − 0.34 | 3.62 | 4.24 | 4.98 | 29.79 | 478.24 | 735.44 | 1226.92 |
| ANI_1_246114 | An13g01760 | Oligopeptide transporter | PM | 0.33 | 0.46 | 2.43 | 4.97 | 1.30 | 1.51 | 8.88 | 56.23 |
| ANI_1_1908104 | An12g05810 | Multicopper oxidase | Secreted | 0.04 | 0.20 | 4.33 | 4.76 | 0.18 | 0.31 | 21.98 | 30.01 |
| ANI_1_2118064 | An07g09220 | Putative itaconyl-CoA hydratase (ichA) | Mito | − 0.11 | 2.78 | 4.04 | 4.71 | 7.32 | 60.28 | 146.61 | 232.65 |
| ANI_1_1324074 | An08g09850 | Acid phosphatase | Secreted | − 0.18 | − 0.36 | 3.70 | 4.58 | 128.06 | 112.96 | 1896.57 | 3490.63 |
| ANI_1_1520134 | An15g04760 | Glycosyl hydrolase family 71 protein | Secreted | − 0.29 | − 0.82 | 2.21 | 4.57 | 1.58 | 0.79 | 13.68 | 74.04 |
| ANI_1_2122184 | An04g08320 | MFS monocarboxylate transporter | PM | 0.17 | 0.49 | 1.25 | 4.46 | 7.11 | 9.16 | 16.14 | 158.52 |
| ANI_1_3198024 | An02g13080 | Phenylacetate-coenzyme A ligase | Cytosol | − 0.28 | − 0.51 | 0.35 | 4.28 | 0.27 | 0.08 | 0.96 | 28.87 |
| ANI_1_1430064 | An07g00750 | Fungal transcription factor | Nucleus/Mito | 0.02 | 3.04 | 3.73 | 4.28 | 0.52 | 11.37 | 19.01 | 28.19 |
| ANI_1_820034 | An03g06550 | Glucoamylase | Secreted | 0.13 | − 0.02 | 1.76 | 4.18 | 243.81 | 218.86 | 756.84 | 4054.75 |
| ANI_1_1020134 | An15g07520 | Phosphoglycerate mutase family protein | Cytosol | − 0.20 | − 0.60 | 4.75 | 4.18 | 12.67 | 9.31 | 420.93 | 282.80 |
| ANI_1_1810184 | An04g04230 | Phosphate transporter (reannotated) | Nucleus/Cytosol | − 0.18 | 0.33 | 4.60 | 4.17 | 4.67 | 7.06 | 154.52 | 114.01 |
| ANI_1_294044 | An05g02340 | Extracellular dihydrogeodin oxidase/laccase | Secreted | − 0.08 | − 0.07 | 4.48 | 4.11 | 0.44 | 0.44 | 32.96 | 25.14 |
| ANI_1_864144 | An16g06510 | Trans-aconitate 2-methyltransferase (tmtA) | Cytosol | 0.08 | 0.73 | 2.40 | 4.08 | 12.71 | 20.51 | 67.34 | 218.46 |
| ANI_1_342114 | An13g02590 | Sugar transporter | PM | − 0.01 | 0.28 | 2.16 | 4.06 | 3.21 | 4.16 | 18.01 | 69.60 |
| ANI_1_1098184 | An04g06920 | Alpha-glucosidase | Secreted | 0.00 | − 0.33 | 0.57 | 4.04 | 174.34 | 138.54 | 258.87 | 2884.10 |
| ANI_1_1820094 | An11g03450 | Small secreted protein | Secreted | 0.33 | 1.68 | 2.25 | 4.02 | 58.07 | 149.69 | 222.30 | 763.49 |
| ANI_1_330024 | An02g02480 | MFS phosphate transporter | PM | − 0.20 | 1.65 | 3.18 | 4.02 | 3.12 | 13.82 | 41.86 | 75.60 |
| ANI_1_762014 | An01g05900 | Cytochrome P450 | Secreted | − 0.13 | − 0.10 | 3.86 | 4.00 | 0.63 | 0.66 | 24.97 | 27.63 |
| ANI_1_1778074 | An08g02590 | GPI anchored protein | Secreted | − 0.06 | 0.21 | 3.26 | 4.00 | 10.62 | 13.07 | 115.12 | 192.81 |
(A) Genes upregulated in high IA producing conditions. Cutoff of 2logR values of 4.00 or higher was held. (B) Genes downregulated in high IA producing conditions. Cutoff of 2logR values of − 4.00 was held
Transcriptome data of genes involved in IA biosynthesis and bioconversion
| Locus tag | Enzyme | Old locus tag | TargetP | AB 1.13 WT | AB 1.13 CAD | AB1.13 #49B | CitB#99 |
|---|---|---|---|---|---|---|---|
| RPKM | RPKM | RPKM | RPKM | ||||
|
| |||||||
| Major facilitator superfamily transporter ( | PM | 0.30 | 2.36 | 222.56 | 721.88 | ||
| Cis-aconitate decarboxylase ( | Cytosol | 3.54 | 6887.96 | 3116.06 | 7417.64 | ||
| Mitochondrial tricarboxylite transporter ( | Mito | 0.19 | 0.54 | 477.02 | 1257.78 | ||
|
| |||||||
| ANI_1_876084 | Citrate synthase ( | An09g06680 | Mito | 284.82 | 269.02 | 255.71 | 238.09 |
| ANI_1_1226134 | Citrate synthase ( | An15g01920 | Mito | 76.60 | 61.89 | 82.55 | 85.78 |
| ANI_1_1474074 | Citrate synthase ( | An08g10920 | Cytosol | 3.05 | 3.10 | 2.87 | 10,838.65 |
| ANI_1_2950014 | Citrate synthase ( | An01g09940 | Cytosol | 463.10 | 370.88 | 438.08 | 96.44 |
| ANI_1_1536084 | Immune-responsive protein | An09g06220 | Cytosol | 0.30 | 0.23 | 0.36 | 0.43 |
| ANI_1_2952014 | Immune-responsive protein | An01g09950 | Cytosol | 552.06 | 456.98 | 383.21 | 165.41 |
| ANI_1_2948014 | 2-Methylcitrate dehydratase | An01g09930 | Cytosol | 308.68 | 261.08 | 288.92 | 145.66 |
| ANI_1_3352024 | MmgE_PrpD superfamily protein | An02g14730 | Cytosol | 5.97 | 7.29 | 5.81 | 10.08 |
|
| |||||||
| ANI_1_92174 | Oxaloacetate acetylhydrolase ( | An10g00820 | Cytosol | 1803.48 | 1122.69 | 323.44 | 9.81 |
| ANI_1_2054064 | Oxaloacetate acetylhydrolase | An07g08390 | Cytosol | 10.41 | 7.31 | 7.55 | 11.70 |
| ANI_1_1800134 | Oxaloacetate hydrolase class protein | An15g07720 | Cytosol | 49.63 | 70.43 | 95.09 | 67.85 |
|
| |||||||
| ANI_1_1432064 | Itaconyl-CoA transferase A ( | An07g00760 | Mito | 13.07 | 108.35 | 170.34 | 375.89 |
| ANI_1_676164 | CoA transferase superfamily enzyme | An18g05120 | Mito | 11.10 | 9.36 | 11.79 | 9.99 |
| ANI_1_2118064 | Itaconyl-CoA hydratase A ( | An07g09220 | Mito | 7.32 | 60.28 | 146.61 | 232.65 |
| ANI_1_316154 | HTD2 protein | An17g02190 | Mito | 23.69 | 22.26 | 22.39 | 26.75 |
| ANI_1_1156014 | Citramalate-CoA lyase ( | An01g08610 | Mito | 10.17 | 12.59 | 21.43 | 19.54 |
| ANI_1_864144 | Trans-aconitate 2-methyltransferase ( | An16g06510 | Mito | 12.71 | 20.51 | 67.34 | 218.46 |
| ANI_1_830134 | UMTA methyltransferase family protein | An15g06160 | Per/Cytosol | 15.52 | 11.45 | 52.11 | 23.02 |
Fig. 1Non-shaking flask cultivation of CitB99 ΔICT, CitB99 ΔICH and CitB99. Non-baffled 500 mL shake flasks were inoculated with 1.0 × 106 conidia/mL medium and incubated at 33 °C 0 RPM. The experiment was performed in duplicate. a Itaconic acid production, b glucose consumption during cultivation
Fig. 2Controlled-batch cultivation of CitB99 ΔICT and CitB99 ΔICH. Three day grown pre-cultures were used to inoculate 5L controlled-batch cultivations. a IA production of CitB99 ΔICT and CitB99 ΔICH. b Glucose consumption and biomass formation of CitB99 ΔICT and CitB99 ΔICH
Fig. 3IA production of CitB99 ΔtmtA D6 and the parental CitB99 strain. Non-baffled 500 mL shake flasks were inoculated with 1.0 × 106 conidia/mL medium and incubated at 33 °C and 250 RPM. a Itaconic acid production, b glucose consumption during cultivation
Fig. 4Hypothetical model of IA bioconversion in A. niger. Itaconate bioconversion presumably takes place in the mitochondrion where itaconate is converted to itaconyl-CoA by action of IctA and further hydrated to citramalyl-CoA by IchA. CclA facilitates the final conversion of citramalyl-CoA into pyruvate and acetyl-CoA. Concomitantly an parallel pathway can convert itaconate into 1-methyl itaconate