| Literature DB >> 27185182 |
Daisuke Hagiwara1, Hiroki Takahashi2,3, Yoko Kusuya2, Susumu Kawamoto2, Katsuhiko Kamei2, Tohru Gonoi2.
Abstract
BACKGROUND: Fungal conidia are usually dormant unless the extracellular conditions are right for germination. Despite the importance of dormancy, little is known about the molecular mechanism underlying entry to, maintenance of, and exit from dormancy. To gain comprehensive and inter-species insights, transcriptome analyses were conducted across Aspergillus fumigatus, Aspergillus niger, and Aspergillus oryzae.Entities:
Keywords: Aspergillus; AtfA; Conidia; Dormancy; Germination; Transcriptome
Mesh:
Substances:
Year: 2016 PMID: 27185182 PMCID: PMC4869263 DOI: 10.1186/s12864-016-2689-z
Source DB: PubMed Journal: BMC Genomics ISSN: 1471-2164 Impact factor: 3.969
The numbers of ORFs expressed in each phase of the Aspergillus fungi
| Hyphae | Conidia | 1 h-grown conidia | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| # of ORFs | # of expressed ORFs | % | mean FPKM | # > mean | % | # of expressed ORFs | % | mean FPKM | # > mean | % | # of expressed ORFs | % | mean FPKM | # > mean | % | |
|
| 9783 | 9569 | 97.8 | 69.00 | 1900 | 19.4 | 9445 | 96.5 | 87.67 | 1599 | 16.3 | 9341 | 95.5 | 91.33 | 1906 | 19.5 |
|
| 14056 | 12183 | 86.7 | 40.83 | 2146 | 15.3 | 11711 | 83.3 | 41.82 | 2083 | 14.8 | 10123 | 72.0 | 108.12 | 1682 | 12.0 |
|
| 11902 | 10353 | 87.0 | 31.79 | 2234 | 18.8 | 10217 | 85.8 | 49.97 | 1948 | 16.4 | 9173 | 77.1 | 108.5 | 1313 | 11.0 |
Fig. 1Experimental settings and a summary of the comparative transcriptomic analysis. The conidia-associated genes (CAGs) were determined by comparisons between FPKMs of conidia and hyphae (C/H). The germination-associated genes (GeAGs) were determined by comparisons between FPKMs of 1 h-grown conidia and conidia (Ge/C)
Common CAG- and GeAG-enriched GO terms
| Count (changed: not changed) | ||||||
|---|---|---|---|---|---|---|
| GO | terms |
|
|
| Over (+)/under (−) | |
| CAG-enriched | ||||||
| # C — Cellular component | ||||||
| GO:0009514 | glyoxysome | 13:24 | 10:28 | 15:21 | + | |
| GeAG-enriched | ||||||
| # C — Cellular component | ||||||
| GO:0005730 | nucleolus | 113:56 | 119:40 | 106:50 | + | |
| GO:0030686 | 90S preribosome | 37:0 | 34:1 | 33:1 | + | |
| GO:0005829 | cytosol | 243:1105 | 333:986 | 225:1050 | + | |
| GO:0032040 | small-subunit processome | 32:2 | 35:0 | 33:2 | + | |
| GO:0005840 | ribosome | 44:22 | 57:16 | 44:21 | + | |
| GO:0005762 | mitochondrial large ribosomal subunit | 26:4 | 30:0 | 21:4 | + | |
| GO:0030687 | preribosome, large subunit precursor | 24:3 | 20:1 | 17:4 | + | |
| GO:0005739 | mitochondrion | 71:304 | 95:297 | 57:315 | + | |
| GO:0009986 | cell surface | 21:51 | 29:46 | 25:52 | + | |
| GO:0031966 | mitochondrial membrane | 12:13 | 14:13 | 11:11 | + | |
| GO:0005886 | plasma membrane | 42:224 | 73:191 | 43:214 | + | |
| GO:0005634 | nucleus | 154:1289 | 238:1331 | 140:1322 | + | |
| GO:0005819 | spindle | 8:13 | 10:12 | 7:13 | + | |
| GO:0016021 | integral component of membrane | 15:555 | 36:695 | 17:780 | - | |
| # F — Molecular function | ||||||
| GO:0003735 | structural constituent of ribosome | 110:18 | 126:3 | 95:9 | + | |
| GO:0003723 | RNA binding | 44:83 | 57:55 | 42:64 | + | |
| GO:0008026 | ATP-dependent helicase activity | 14:25 | 19:22 | 12:27 | + | |
| GO:0003743 | translation initiation factor activity | 12:16 | 23:6 | 15:12 | + | |
| GO:0051082 | unfolded protein binding | 14:30 | 21:25 | 13:28 | + | |
| GO:0005524 | ATP binding | 69:439 | 102:475 | 64:506 | + | |
| GO:0003676 | nucleic acid binding | 51:286 | 76:236 | 49:227 | + | |
| GO:0005525 | GTP binding | 18:75 | 24:68 | 21:81 | + | |
| GO:0000166 | nucleotide binding | 35:208 | 53:208 | 36:244 | + | |
| GO:0016491 | oxidoreductase activity | 8:391 | 20:634 | 12:635 | - | |
| GO:0000981 | sequence-specific DNA binding RNA polymerase II transcription factor activity | 2:238 | 12:326 | 2:248 | - | |
| # P — Biological process | ||||||
| GO:0006412 | translation | 86:14 | 97:3 | 72:11 | + | |
| GO:0006364 | rRNA processing | 26:7 | 24:4 | 23:9 | + | |
| GO:0000447 | endonucleolytic cleavage in ITS1 to separate SSU-rRNA from 5.8S rRNA and LSU-rRNA from tricistronic rRNA transcript (SSU-rRNA, 5.8S rRNA, LSU-rRNA) | 20:2 | 21:1 | 19:2 | + | |
| GO:0000027 | ribosomal large subunit assembly | 18:4 | 19:1 | 17:3 | + | |
| GO:0035690 | cellular response to drug | 34:151 | 49:135 | 37:157 | + | |
| GO:0006696 | ergosterol biosynthetic process | 10:16 | 11:15 | 8:19 | + | |
| GO:0006413 | translational initiation | 9:12 | 17:5 | 11:9 | + | |
| GO:0009060 | aerobic respiration | 9:18 | 12:11 | 9:16 | + | |
| GO:0008152 | metabolic process | 9:324 | 16:468 | 6:513 | - | |
| GO:0055085 | transmembrane transport | 16:405 | 21:552 | 16:651 | - | |
Fig. 2Venn diagrams comparing the CAGs and GeAGs from the three Aspergillus species. The common CAGs (a) and common GeAGs (b) were identified
A list of common CAGs (Ratio > 10)
| FPKM ratio of conidia to hyphae*1 | ||||||||
|---|---|---|---|---|---|---|---|---|
|
|
|
|
|
|
|
| Gene name in Af | Annotation in |
| Afu2g00200 | An12g10720 | AO090113000153 | - | 458.5 | - | full |
| Catalase, putative |
| Afu8g01530 | An12g10710 | AO090113000154 | 1751.2 | 1334.9 | 2307.7 | n.d. |
| HHE domain protein |
| Afu1g01490 | An15g07300 | AO090102000259 | 1291.8 | 1040.6 | 467.4 | n.d. |
| Hypothetical protein |
| Afu2g14330 | An17g01885 | AO090009000665 | 1014.6 | 238.2 | 780.3 | n.d. |
| Hypothetical protein |
| Afu6g03210 | An12g10240 | AO090011000656 | 798.1 | 439.3 | 1367.5 | full |
| Conidiation-specific protein 10 |
| Afu8g05810 | An15g04670 | AO090005000570 | 584.1 | 1287.1 | 28.3 | n.d. |
| DUF1295 domain protein |
| Afu5g10160 | An14g04530 | AO090010000533 | 560.4 | 133.2 | 22.4 | n.d. |
| ActVA 4 protein |
| Afu8g00600 | An03g00920 | AO090010000696 | 525.8 | - | - | n.d. |
| Conserved hypothetical protein |
| Afu3g01210 | An01g10950 | AO090026000081 | 454.0 | 867.9 | 583.9 | n.d. |
| ThiJ/PfpI family protein |
| Afu5g01160 | An03g02190 | AO090020000259 | 338.5 | 21.7 | 12.7 | full |
| Monosaccharide transporter |
| Afu8g06020 | An15g04770 | AO090005000539 | 275.9 | 74.8 | 297.8 | full |
| Glutamate decarboxylase |
| Afu6g03890 | An09g03130 | AO090701000158 | 249.3 | 350.6 | 194.9 | full |
| Catalase A |
| Afu1g03580 | An18g04120 | AO090009000418 | 196.6 | 288.5 | 629.2 | n.d. |
| Hypothetical protein |
| Afu3g00640 | An11g08160 | AO090009000116 | 165.1 | 189.5 | 25.2 | n.d. |
| Peptidoglycan binding domain protein |
| Afu2g01590 | An03g04860 | AO090701000790 | 125.5 | 22.0 | 74.4 | full |
| Non-classical export protein (Nce2), putative |
| Afu2g15740 | An15g05990 | AO090012000251 | 103.7 | 261.2 | - | full |
| Oxidoreductase, short chaindehydrogenase/reductase family |
| Afu5g03930 | An09g06270 | AO090102000598 | 100.6 | 220.2 | 70.0 | partial |
| Alcohol dehydrogenase, putative |
| Afu1g13530 | An08g06600 | AO090012000522 | 100.5 | 74.2 | 35.6 | n.d. |
| Hypothetical protein |
| Afu3g03940 | An01g00280 | AO090124000046 | 91.1 | 24.5 | 47.6 | full |
| 2,3-diketo-5-methylthio-1-phosphopentanephosphatase, putative |
| Afu3g11550 | An02g07350 | AO090003000710 | 88.6 | 42.0 | 360.8 | n.d. |
| LEA domain protein |
| Afu5g03269 | An09g05520 | AO090102000529 | 88.6 | 54.5 | 72.9 | n.d. |
| Unknown |
| Afu6g08320 | An11g01750 | AO090003000094 | 87.1 | 81.9 | 134.4 | n.d. |
| Putative conserved eisosome component |
| Afu3g12760 | An02g08740 | AO090012000846 | 81.3 | 85.1 | 268.0 | n.d. |
| Hypothetical protein |
| Afu4g03390 | An14g02450 | AO090011000203 | 79.2 | 15.6 | 21.0 | full |
| Aquaporin |
| Afu5g13100 | An14g06050 | AO090120000435 | 77.1 | 16.0 | 78.7 | n.d. |
| Hypothetical protein |
| Afu6g13470 | An08g03030 | AO090020000658 | 60.5 | - | 496.2 | n.d. |
| Conserved hypothetical protein |
| Afu1g13550 | An08g06620 | AO090012000521 | 45.4 | 97.8 | 113.2 | n.d. |
| Hypothetical protein |
| Afu5g14310 | An09g01150 | AO090020000287 | 43.8 | 137.2 | 13.0 | not CAG |
| Short chain dehydrogenase/reductase familyprotein |
| Afu3g10480 | An16g04420 | AO090003000594 | 31.5 | 76.5 | 134.2 | n.d. |
| Conserved hypothetical protein |
| Afu6g08730 | An11g06120 | AO090001000547 | 30.2 | 49.1 | 699.1 | not CAG |
| 6-phosphogluconate dehydrogenase,decarboxylating |
| Afu4g09250 | An04g04280 | AO090023000611 | 29.7 | 11.6 | 18.2 | n.d. |
| Hypothetical protein |
| Afu4g05900 | An04g00100 | AO090023001009 | 25.1 | 35.1 | 24.7 | n.d. |
| Conserved hypothetical protein |
| Afu4g01020 | An18g01860 | AO090003001579 | 24.1 | 28.6 | 99.1 | n.d. |
| Sensor histidine kinase/response regulator, putative |
| Afu6g13860 | An08g08500 | AO090103000362 | 23.9 | 370.9 | 429.6 | n.d. |
| Conserved hypothetical protein |
| Afu5g09180 | An07g03930 | AO090020000514 | 23.7 | 671.7 | 448.4 | n.d. |
| Hypothetical protein |
| Afu4g10860 | An04g05790 | AO090003001124 | 23.2 | 22.7 | 24.9 | n.d. |
| Velvet family protein |
| Afu5g01290 | An14g07380 | AO090010000635 | 22.4 | 680.6 | 42.7 | partial |
| Oxidoreductase, zinc-binding dehydrogenasefamily, putative |
| Afu1g03090 | An01g05320 | AO090005000810 | 21.7 | 17.9 | 16.1 | n.d. |
| Conserved hypothetical protein |
| Afu2g04200 | An11g02200 | AO090003000208 | 20.8 | 16.6 | 37.7 | not CAG |
| 4-hydroxyphenylpyruvate dioxygenase |
| Afu7g01430 | An12g01460 | AO090010000221 | 16.5 | 109.6 | 37.5 | full |
| Opsin 1 |
| Afu2g16930 | An04g09030 | AO090102000125 | 14.8 | 33.2 | 103.7 | not CAG |
| Succinate:fumarate antiporter (Acr1), putative |
| Afu2g10020 | An16g05030 | AO090011000634 | 10.1 | 1755.9 | 87.7 | n.d. |
| Hypothetical protein |
| Afu2g02310 | An07g06530 | AO090011000512 | 10.0 | 19.7 | 71.1 | not CAG |
| sur7 protein, putative |
*1: “-”, not expressed in hyphae
*2: AtfA-dependency is clarified by real-time RT PCR. n.d., not determined
A list of common GeAGs (Ratio > 10)
| FPKM ratio of 1 h-grown conidia to conidia | |||||||
|---|---|---|---|---|---|---|---|
|
|
|
|
|
|
| Gene name in Af | Annotation in |
| Afu3g09690 | An16g03330 | AO090005001280 | 2140.3 | 7365.7 | 1063.5 |
| Extracellular thaumatin domain protein, putative |
| Afu4g08110 | An04g02550 | AO090023000758 | 75.3 | 163.0 | 12.4 |
| Translation elongation factor G1, putative |
| Afu4g07630 | An04g02000 | AO090023000812 | 53.9 | 74.1 | 11.6 |
| Microtubule associated protein (Ytm1), putative |
| Afu6g02690 | An12g08230 | AO090120000155 | 48.5 | 87.3 | 16.2 |
| C2H2 finger domain protein, putative |
| Afu1g10990 | An08g03290 | AO090038000305 | 43.2 | 729.2 | 13.4 |
| Ribosomal RNA processing protein, putative |
| Afu1g04370 | An01g03230 | AO090003000912 | 39.7 | 2627.6 | 18.7 |
| Hypothetical protein |
| Afu1g05310 | An01g04590 | AO090003000828 | 39.1 | 194.0 | 13.0 |
| DUF699 ATPase, putative |
| Afu2g10070 | An16g04970 | AO090011000630 | 35.6 | 11.6 | 26.2 |
| Carbamoyl-phosphate synthase, large subunit |
| Afu4g07540 | An04g01900 | AO090023000821 | 35.1 | 42.8 | 11.6 |
| Small nucleolar ribonucleoprotein complexsubunit, putative |
| Afu2g16040 | An15g06390 | AO090012000197 | 30.2 | 73.6 | 10.6 |
| rRNA biogenesis protein, putative |
| Afu2g09860 | An16g05290 | AO090011000649 | 29.0 | 71.4 | 33.7 |
| Purine-cytosine permease |
| Afu1g10440 | An08g02390 | AO090038000383 | 25.7 | 100.8 | 10.2 |
| Conserved hypothetical protein |
| Afu7g04700 | An13g01230 | AO090005000164 | 25.5 | 11.8 | 28.7 |
| Conserved hypothetical portein |
| Afu5g03870 | An09g06310 | AO090102000594 | 23.7 | 42.9 | 10.7 |
| Conserved hypothetical protein |
| Afu4g06350 | An04g00680 | AO090023000955 | 23.6 | 130.8 | 10.3 |
| rna binding protein |
| Afu3g06320 | An11g10000 | AO090020000118 | 21.3 | 29.8 | 14.0 |
| Conserved hypothetical protein |
| Afu2g02190 | An07g06640 | AO090011000497 | 21.0 | 52.7 | 28.0 |
| Hypothetical nuclear protein |
| Afu6g08720 | An11g06110 | AO090001000546 | 20.3 | 38.3 | 23.7 |
| 5’-methylthioadenosine phosphorylase |
| Afu4g03650 | An14g01560 | AO090011000292 | 20.1 | 68.9 | 12.4 |
| Ribosome associated DnaJ chaperone Zuotin, putative |
| Afu6g13370 | An08g09160 | AO090003000462 | 17.9 | 10.0 | 11.3 |
| SSU processome component (Utp10), putative |
| Afu2g05950 | An02g14340 | AO090001000712 | 17.2 | 28.2 | 14.7 |
| snRNP and snoRNP protein (Snu13), putative |
| Afu3g13320 | An02g09200 | AO090012000801 | 17.0 | 14.3 | 10.7 |
| 40S ribosomal protein S0, putative |
| Afu1g15730 | An01g14080 | AO090005001132 | 16.9 | 31.5 | 10.4 |
| Ribosomal protein S8 |
| Afu2g17200 | An04g09270 | AO090102000099 | 16.8 | 26.2 | 11.1 |
| Hypothetical protein |
| Afu2g11810 | An02g03860 | AO090026000462 | 16.7 | 77.0 | 16.8 |
| Conserved hypothetical protein |
| Afu5g11470 | An18g04470 | AO090026000687 | 16.0 | 83.7 | 24.6 |
| MYB DNA binding protein (Tbf1), putative |
| Afu5g06430 | An17g01270 | AO090009000609 | 15.7 | 76.2 | 10.5 |
| Mitochondrial large ribosomal subunit L7, putative |
| Afu2g02150 | An07g06760 | AO090011000490 | 15.5 | 20.0 | 12.7 |
| Ribosomal protein S10 |
| Afu6g04330 | An15g01160 | AO090701000118 | 15.1 | 35.8 | 12.0 |
| DEAH-box RNA helicase (Dhr1), putative |
| Afu1g05390 | An18g04220 | AO090009000405 | 14.8 | 28.8 | 10.6 |
| Mitochondrial ADP,ATP carrier protein (Ant), putative |
| Afu1g11710 | An08g03910 | AO090038000249 | 13.9 | 16.2 | 13.2 |
| 60S ribosomal protein L1 |
| Afu8g05330 | An16g07400 | AO090005000616 | 13.9 | 16.1 | 10.8 |
| Methylenetetrahydrofolate dehydrogenase |
| Afu3g10800 | An02g06530 | AO090003000629 | 13.7 | 10.4 | 10.9 |
| Eukaryotic translation initiation factor 3subunit CLU1/TIF31, putative |
| Afu3g11260 | An02g07010 | AO090003000679 | 13.6 | 37.3 | 16.5 |
| Ubiquitin (UbiC), putative |
| Afu3g12300 | An02g08080 | AO090005000737 | 13.4 | 20.5 | 11.2 |
| Ribosomal L22e protein family |
| Afu5g12360 | An14g06860 | AO090120000354 | 13.3 | 15.2 | 12.8 |
| Mitochondrial oxaloacetate transporter (Oac),putative |
| Afu3g06580 | An11g09740 | AO090020000342 | 13.1 | 38.1 | 14.1 |
| WD repeat protein |
| Afu3g05490 | An11g11150 | AO090020000020 | 13.0 | 72.7 | 13.3 |
| Nrap protein superfamily |
| Afu6g10460 | An11g00990 | AO090023000242 | 12.8 | 10.8 | 15.5 |
| Ceramide synthase membrane component (Lag1),putative |
| Afu6g09990 | An11g04985 | AO090038000466 | 12.1 | 29.5 | 10.7 |
| Importin beta-4 subunit, putative |
| Afu6g08580 | An11g05510 | AO090001000519 | 11.9 | 16.0 | 10.4 |
| FKBP-type peptidyl-prolyl isomerase, putative |
| Afu3g10660 | An02g06320 | AO090003000611 | 11.5 | 23.0 | 47.8 |
| Hydroxymethylglutaryl-CoA synthase |
| Afu4g13170 | An01g08850 | AO090009000264 | 11.2 | 23.6 | 16.9 |
| Guanine nucleotide-binding protein subunit, putative |
| Afu3g00880 | An09g03120 | AO090003001496 | 11.1 | 486.0 | 48.1 |
| Conserved hypothetical protein |
| Afu6g09060 | An11g06810 | AO090001000583 | 10.7 | 50.8 | 11.3 |
| Mitochondrial 60S ribosomal protein L6precursor |
| Afu2g03380 | An07g07840 | AO090120000249 | 10.6 | 15.7 | 11.2 |
| Alkaline serine protease |
Fig. 3Quantitative real-time RT-PCR analyses of calA-family genes in A. fumgiatus. Expression profiles of calA, calB, and calC during the germination process (~2 h) and hyphae (hyph) were analyzed. Each value represents the expression ratio relative to that of the actin gene. Data presented are the averages of three replicates, and the bar indicates standard deviation
Fig. 4Quantitative real-time RT-PCR analyses of the common CAGs in A. fumgiatus. Expression levels of the common CAGs in 4- and 8-day-old conidia of Afs35 (WT) and ΔatfA were analyzed. Each value represents a fold increase in the expression ratios compared with those in hyphae. Data presented are averages of three replicates, and the bar indicates standard deviation
Fig. 5Distribution of genes with differential expression level in the atfA mutant conidia. Comparison between conidia of A. fumgiatus Afs35 (WT) and ΔatfA. From the FPKM values, the relative expression ratios of all of the genes (left), the CAGs (middle), and the GeAGs (right) were calculated as ΔatfA/WT conidia
Fig. 6Expression levels of calA, calB, and calC in 4- and 8-day-old conidia of Afs35 (WT) and ΔatfA were analyzed. Each value represents the expression ratios compared with those in WT hyphae. Data presented are averages of three replicates, and the bar indicates standard deviation
Fig. 7Metabolic activities in ΔatfA resting conidia. a Ergosterols were stained by filipin in the resting conidia of A. fumigatus Afs35 (WT), ΔatfA, and the complemented strain (Co-atfA). The test was repeated twice, and more than three sections were observed. The representative photos were shown. b The resazurin assay indicates metabolic activity in the ΔatfA resting conidia, which are without nutrients. c The XTT assay shows metabolic activity in the ΔatfA resting conidia, which are without nutrients