Method of Detecting the Expression of Aspergillus Gene

Information

  • Patent Application
  • 20080108056
  • Publication Number
    20080108056
  • Date Filed
    March 22, 2002
    22 years ago
  • Date Published
    May 08, 2008
    16 years ago
Abstract
The present invention provides a method of detecting the expression of a koji mold gene, and a DNA for specifically assaying the fermentation conditions for a koji mold. Specifically, the DNA for specifically assaying the fermentation conditions for a koji mold of the present invention may be characterized in that the DNA can be expressed in a koji mold when the koji mold is cultured under at least one culture condition selected from the group consisting of nutrient-rich culture, nutrient-deficient culture, solid culture, early germination culture, alkaline culture, high temperature culture and low temperature culture conditions.
Description
TECHNICAL FIELD

The present invention relates to a method of detecting the expression of a filamentous fungus gene and a DNA for specifically assaying fermentation conditions for filamentous fungi.


BACKGROUND ART

In fermentation production using a koji mold, it is important to monitor in detail the growth states and the expression of various fermentation functions (or genes) and the like of a koji mold. Furthermore, the processes of fermentation production do not always rely exclusively on the function of a sole strain of microorganisms, but may employ a plurality of different strains of microorganisms that are evolutionarily related each other. In addition, the fermentation production processes are passively contaminated with these microorganisms from the natural environment without artificially inoculating these microorganisms. These microorganisms to be contaminated are essential in many cases for fermentation production, and their contamination is originally expected. Thus, there are many cases where contamination itself cannot be prevented. In the meantime, in the natural environment, a number of microorganisms unfavorable for fermentation production are present, of which are biological species that are a very closely related evolutionarily to a koji mold. Accordingly in fermentation production, it is necessary to precisely assay the above items only for a koji mold from among many other microbial species that are difficult to be discriminated from a koji mold.


In the past, there was no method for directly monitoring these items. Observation by engineers (technical experts) using visual inspection or olfactory inspection via odor, or the like, or observation based on componential analysis or the like of organic acids, esters and the like in products have been performed, and then growth states and the expression of the fermentation functions have been inferred based on past experiences. However, these observations are nonobjective and indirect, so that the results of these observations are difficult to quantify. Thus, it has often been difficult to apply automation and laborsaving measures to be applied to these cases.


SUMMARY OF THE INVENTION

The purpose of the present invention is to provide a method of detecting the expression of a koji mold gene, and a DNA for specifically assaying the fermentation conditions for a koji mold.


As a result of intensive studies to solve the above problems, we have succeeded in detecting the growth state and the fermentation degree of a koji mold using many koji mold genes, and thus completed the present invention.


That is, the present invention relates to the following DNA (a) or (b):


(a) a DNA comprising a nucleotide sequence represented by any one of SEQ ID NOS: 1 to 6006; and


(b) a DNA hybridizing under stringent conditions to the DNA comprising the nucleotide sequence represented by any one of SEQ ID NOS: 1 to 6006, which can be expressed in filamentous fungi when the filamentous fungi are cultured under at least one culture condition selected from the group consisting of a nutrient-rich culture, nutrient-deficient culture, solid culture, early germination culture, alkaline culture, high temperature culture, low temperature culture and maltose culture conditions.


Furthermore, the present invention is a DNA that can be expressed in a koji mold when the koji mold is cultured under at least one culture condition selected from the group consisting of a nutrient-rich culture, nutrient-deficient culture, solid culture, early germination culture, alkaline culture, high temperature culture, low temperature culture and maltose culture conditions.


The above DNA can be expressed when a koji mold is cultured under at least one culture condition selected from the group consisting of the nutrient-rich culture, nutrient-deficient culture, solid culture, early germination culture, alkaline culture, high temperature culture, low temperature culture and maltose culture conditions.


Examples of such DNAs are as follows:


(a) a DNA that can be expressed in a koji mold when the koji mold is cultured under a nutrient-rich culture condition and comprises a nucleotide sequence represented by any one of the SEQ ID NOS. shown in the 1st row of Table 1;


(b) a DNA that can be expressed in a koji mold when the koji mold is cultured under a nutrient-deficient culture condition and comprises a nucleotide sequence represented by any one of the SEQ ID NOS. shown in the 2nd row of Table 1;


(c) a DNA that can be expressed in a koji mold when the koji mold is cultured under a solid culture condition and comprises a nucleotide sequence represented by any one of the SEQ ID NOS. shown in the 3rd row of Table 1;


(d) a DNA that can be expressed in a koji mold when the koji mold is cultured under an early germination culture condition and comprises a nucleotide sequence represented by any one of the SEQ ID NOS. shown in the 4th row of Table 1;


(e) a DNA that can be expressed in a koji mold when the koji mold is cultured under an alkaline culture condition and comprises a nucleotide sequence represented by any one of the SEQ ID NOS. shown in the 5th row of Table 1;


(f) a DNA that can be expressed in a koji mold when the koji mold is cultured under a high temperature culture condition and comprises a nucleotide sequence represented by any one of SEQ ID NOS. shown in the 6th row of Table 1;


(g) a DNA that can be expressed in a koji mold when the koji mold is cultured under a low temperature culture condition and comprises a nucleotide sequence represented by any one of the SEQ ID NOS. shown in the 7th row of Table 1; and


(h) a DNA that can be expressed in a koji mold when the koji mold is cultured under a maltose culture condition and comprises a nucleotide sequence represented by any one of the SEQ ID NOS. shown in the 8th row of Table 1.


Furthermore, the present invention is a primer set of at least two primers for amplifying a koji mold gene, wherein the two primers are selected from the group consisting of nucleotide sequences prepared from the whole or partial regions of a plurality of DNAs selected from the above DNAs.


Furthermore, the present invention is a probe for detecting a filamentous fungus gene, which comprises a nucleotide sequence prepared from the whole or partial regions of a plurality of DNAs selected from the above DNAs.


Furthermore, the present invention is a method of detecting filamentous fungi, comprising synthesizing cDNA from RNA extracted from filamentous fungi, amplifying the cDNA using the above primer set, and detecting a filamentous fungus gene from the obtained amplification product.


Furthermore, the present invention is a method of detecting filamentous fungi, comprising hybridizing the above probe to RNA extracted from filamentous fungi, and detecting a filamentous fungus gene from the obtained product.


Furthermore, the present invention is a method of estimating the growth states or the fermentation function of filamentous fungi using the results obtained by the above detection method as an indicator.


Examples of filamentous fungi include microorganisms belonging to the genus Aspergillus, the genus Penicillium, the genus Humicola, the genus Trichoderma, the genus Mucor or the genus Fusarium. In addition, an example of a microorganism belonging to the genus Aspergillus is a koji mold (for example, Aspergillus oryzae).


The present invention will be described in detail as follows.


1. Introduction


The present invention is intended to solve the above problems using the nucleotide sequences of many koji mold genes. Specifically, by the use of a number of hybridization probes or PCR primers having the nucleotide sequences according to the present invention, the amount of a koji mold DNA and the expression amount of koji mold genes can be precisely measured. This makes it possible to directly and precisely measure the growth state or the expression of the fermentation function of a koji mold among many other microbial species present in the fermentation production processes. The present invention include almost all the nucleotide sequences of genes expressed under various representative fermentation production conditions, by which, for example, the expression of the fermentation function of a koji mold during the fermentation production processes can be monitored in detail. Even if microorganisms that are different from those being evolutionarily closely related to a koji mold is present in the fermentation production processes, more precise assay can be performed by analysis using the nucleotide sequences of a large number of genes than when assaying with a smaller number of genes. With this method, not only is it possible to realize automation and laborsaving that have been extremely difficult to achieve thus for, but also improvement of the reliability of fermentation production and standardization of fermentation production can be achieved. Thus, a large decrease in the production costs can be realized.


A koji mold is extensively used in the fermentation industry. In the present invention, culture conditions are determined in detail to improve the production efficiency. A koji mold-derived DNA is cloned, and then the nucleotide sequence thereof is used for designing and producing a probe for the hybridization or primers for PCR, in order to monitor in detail the fermentation state of a koji mold.


2. Cloning of a Koji Mold-Derived DNA


A koji mold-derived mRNA can be prepared by techniques that are generally employed. For example, products resulting from fermentation by a koji mold is treated with guanidium thiocyanate, phenol reagent or the like to obtain total RNA. Then, poly (A+) RNA (mRNA) is obtained by the affinity column method or the batch method using poly U-sepharose or the like with oligo dT-cellulose or sepharose 2B as a carrier. After a single-stranded cDNA is synthesized using the thus obtained mRNA as a template, oligo dT primers and reverse transcriptase, a double-stranded cDNA is synthesized from the single-stranded cDNA. The thus obtained double-stranded cDNA is incorporated into appropriate cloning vectors to construct recombinant vectors. Escherichia coli or the like is transformed with the obtained recombinant vectors, and then transformants are selected for tetracycline resistance and ampicillin resistance as markers, so that cDNA libraries can be obtained.


Here, Escherichia coli can be transformed by, for example, a method wherein recombinant vectors are added to competent cells prepared by allowing co-existence with calcium chloride, magnesium chloride or rubidium chloride. When a plasmid is used as a vector, it is required to contain a drug resistance gene, such as a tetracycline resistance gene or an ampicillin resistance gene. In addition, cloning vectors other than plasmids, such as a λ phage, can also be used.


The nucleotide sequences of the obtained clones are determined. The nucleotide sequence can be determined by any known method, such as the Maxam-Gilbert's chemical modification method or the dideoxynucleotide-chain termination method using the M13 phage. In general, sequencing is performed using an autosequencer (for example, the Autosequencer (model ABI 377) manufactured by Applied Biosystem).


The all obtained nucleotide sequences are represented by SEQ ID NOS: 1 to 6006. In addition to those having the nucleotide sequences of SEQ ID NOS: 1 to 6006, the DNAs of the present invention also encompass DNAs that hybridize under stringent conditions to the DNAs having the nucleotide sequences of SEQ ID NOS: 1 to 6006, and are (a) DNAs which can be expressed in filamentous fungi when the filamentous fungi are cultured under at least one culture condition selected from the group consisting of a nutrient-rich culture, nutrient-deficient culture, solid culture, early germination culture, alkaline culture, high temperature culture, low temperature culture, and maltose culture conditions, or (b) DNAs which encode proteins having functions identical to those of the expression products of the DNAs. The term “stringent conditions” means conditions wherein specific hybrids are formed, but non-specific hybrids are not formed. Under an example of such conditions, DNA having high homology (of 60% or more and preferably 80% or more) hybridizes. A more specific example of the conditions consists of a sodium concentration of 150 to 900 mM, preferably 600 to 900 mM, and temperature of 60 to 68° C.


Moreover, the DNAs of the present invention differ in their expression modes depending on the culture conditions. To show the relationship between culture conditions and DNAs to be expressed, and specifically, which DNA is expressed under which culture condition, culture conditions and SEQ ID NOS. are summarized in Table 1.









TABLE 1







DNA expressed under each culture condition (SEQ ID NO:)

















4th row


7th row



1st row
2nd row

early
5th row
6th row
low
8th row


nutrient-rich
nutrient-deficient

germination
alkaline
high
temperature
Maltose


culture
culture
3rd row
culture
culture
temperature
culture
culture


SEQ ID
SEQ ID
solid culture
SEQ ID
SEQ ID
culture
SEQ ID
SEQ ID


NO:
NO:
SEQ ID NO:
NO:
NO:
SEQ ID NO:
NO:
NO:

























1
502
459
1270
459
2086
2604
3112
3626
4132
818
75
1791
5366
321
12


2
503
740
1271
741
2087
2605
3113
3627
4133
824
80
1820
5368
627
59


3
504
741
1272
742
2088
2606
3114
3628
4134
842
115
2055
5369
748
311


4
506
742
1273
745
2089
2607
3115
3629
4135
892
159
2292
5371
781
368


5
508
743
1274
773
2090
2609
3116
3630
4136
901
287
2317
5373
875
435


6
509
744
1275
781
2091
2610
3117
3631
4137
906
510
2514
5374
901
556


7
512
745
1277
782
2092
2611
3118
3632
4138
994
511
2536
5375
943
639


8
513
746
1278
788
2093
2612
3119
3633
4139
996
516
3112
5376
986
745


9
514
747
1279
796
2094
2613
3120
3634
4140
1004
523
4795
5378
1042
835


10
515
748
1280
800
2095
2615
3121
3635
4141
1025
669
4796
5379
1134
858


11
517
749
1281
802
2096
2616
3122
3636
4142
1032
670
4797
5380
1139
875


13
518
750
1282
806
2097
2617
3123
3637
4143
1042
671
4798
5381
1189
953


14
519
751
1283
818
2098
2618
3124
3638
4144
1048
672
4799
5382
1200
994


15
520
752
1284
840
2099
2619
3125
3639
4145
1066
673
4800
5383
1234
998


16
521
753
1285
841
2101
2620
3126
3640
4146
1078
674
4801
5384
1239
1012


17
522
754
1286
869
2103
2621
3127
3641
4147
1129
677
4802
5385
1261
1025


18
524
755
1287
874
2104
2623
3128
3642
4148
1139
678
4803
5387
1313
1065


19
525
756
1288
875
2105
2624
3129
3643
4149
1203
679
4804
5388
1373
1084


20
526
757
1289
877
2106
2625
3130
3644
4150
1304
683
4805
5389
1385
1119


21
527
758
1290
900
2108
2627
3131
3645
4151
1358
687
4806
5390
1389
1179


22
528
759
1292
901
2109
2628
3132
3646
4152
1483
688
4807
5391
1396
1275


23
529
760
1293
906
2110
2629
3133
3647
4153
1538
707
4808
5392
1398
1371


24
530
762
1294
907
2111
2630
3134
3648
4154
1559
718
4809
5393
1416
1377


25
531
763
1295
912
2112
2631
3135
3649
4155
1580
727
4810
5394
1423
1392


26
532
764
1296
921
2113
2633
3136
3651
4156
1645
828
4811
5397
1465
1393


27
533
765
1297
928
2114
2634
3137
3652
4157
1795
875
4812
5398
1466
1398


28
534
766
1298
929
2115
2635
3138
3653
4158
1796
883
4814
5399
1467
1401


29
535
767
1299
931
2116
2636
3139
3655
4159
1825
919
4815
5400
1468
1411


30
536
768
1300
935
2117
2637
3140
3656
4160
1887
1056
4816
5401
1469
1423


31
537
769
1302
947
2118
2638
3141
3657
4161
1933
1093
4817
5402
1470
1449


32
538
770
1303
951
2119
2639
3142
3658
4162
1939
1096
4818
5403
1471
1466


33
539
771
1304
967
2121
2640
3143
3659
4163
1947
1121
4819
5404
1472
1500


34
540
772
1305
980
2122
2641
3144
3660
4164
2054
1223
4820
5405
1473
1506


35
541
773
1306
981
2123
2642
3145
3661
4165
2065
1240
4821
5406
1474
1515


36
542
774
1307
982
2124
2644
3146
3662
4166
2102
1250
4822
5407
1475
1550


37
543
776
1308
986
2125
2646
3147
3663
4167
2136
1273
4823
5408
1476
1551


38
544
777
1310
994
2126
2647
3148
3664
4168
2153
1319
4824
5412
1477
1567


39
545
778
1311
995
2127
2648
3149
3665
4169
2182
1365
4825
5413
1478
1683


40
546
779
1312
1002
2128
2649
3150
3666
4170
2208
1406
4827
5414
1479
1694


41
547
780
1313
1006
2130
2650
3151
3667
4171
2268
1419
4828
5415
1480
1897


42
548
781
1314
1029
2131
2651
3152
3668
4173
2284
1423
4829
5416
1481
1926


43
549
782
1315
1032
2132
2653
3155
3669
4174
2403
1529
4830
5417
1482
2008


44
550
783
1316
1037
2133
2654
3156
3670
4175
2436
1629
4831
5418
1483
2033


45
551
784
1317
1039
2134
2655
3157
3671
4176
2507
1786
4832
5420
1485
2179


46
552
785
1318
1048
2135
2656
3158
3672
4177
2547
1825
4833
5421
1486
2226


47
553
787
1319
1053
2136
2657
3159
3673
4178
2548
1843
4834
5423
1487
2281


48
554
788
1320
1064
2137
2658
3160
3675
4179
2555
1863
4836
5425
1488
2291


49
555
789
1321
1069
2138
2659
3161
3676
4180
2583
1895
4837
5426
1489
2428


50
557
790
1322
1089
2140
2660
3162
3677
4181
2646
1904
4838
5427
1490
2489


51
558
791
1323
1093
2141
2661
3163
3678
4182
2722
1910
4839
5428
1491
2523


52
559
792
1324
1094
2142
2662
3164
3679
4183
2724
1925
4840
5429
1492
2586


53
560
793
1325
1097
2143
2663
3165
3680
4184
2729
1943
4841
5430
1493
2642


54
561
794
1326
1102
2144
2664
3166
3681
4185
2786
1947
4842
5432
1494
2740


55
562
795
1327
1112
2145
2665
3167
3682
4262
2811
2065
4843
5433
1495
2746


57
563
796
1328
1120
2146
2666
3168
3683
4294
2852
2115
4844
5434
1496
2783


58
564
797
1329
1124
2147
2667
3169
3684
4326
2906
2136
4845
5435
1498
2801


60
565
798
1331
1128
2148
2668
3170
3685
4798
2910
2148
4846
5436
1499
2817


61
566
799
1332
1139
2149
2669
3171
3686
4801
2912
2173
4848
5437
1500
2819


62
567
800
1334
1142
2150
2670
3173
3687
4802
2980
2250
4850
5438
1501
2849


63
568
801
1335
1171
2151
2671
3174
3688
4806
3002
2295
4851
5439
1502
2867


64
569
802
1336
1189
2152
2672
3175
3689
4808
3022
2407
4852
5440
1503
2873


65
570
803
1338
1194
2153
2673
3176
3690
4811
3104
2479
4853
5441
1504
2937


66
571
804
1339
1199
2154
2674
3177
3691
4821
3139
2574
4854
5442
1505
2941


67
572
806
1340
1201
2156
2675
3178
3692
4825
3232
2596
4855
5443
1506
2970


68
573
807
1341
1203
2157
2676
3179
3693
4834
3241
2602
4856
5444
1507
3001


69
574
808
1342
1212
2158
2677
3180
3694
4836
3375
2622
4857
5445
1508
3015


70
575
809
1343
1216
2159
2678
3181
3695
4843
3388
2676
4858
5446
1509
3022


71
576
810
1344
1219
2160
2679
3182
3696
4847
3427
2684
4861
5447
1510
3143


72
577
811
1346
1228
2161
2680
3183
3697
4848
3512
2739
4862
5448
1511
3310


73
578
812
1347
1234
2163
2681
3184
3698
4850
3669
2782
4863
5449
1512
3367


74
580
814
1348
1237
2164
2682
3185
3699
4864
3683
2788
4864
5450
1513
3376


76
581
815
1349
1238
2165
2683
3186
3700
4867
3695
2836
4866
5452
1514
3480


77
582
817
1350
1239
2167
2685
3187
3701
4878
3798
2932
4867
5453
1515
3512


78
583
818
1351
1244
2168
2686
3188
3702
4887
3807
2947
4868
5454
1516
3522


79
584
819
1352
1248
2169
2687
3189
3703
4889
3819
3073
4869
5455
1517
3531


81
585
821
1354
1261
2170
2688
3191
3704
4890
3847
3172
4870
5456
1518
3622


82
586
822
1355
1267
2171
2689
3192
3705
4894
3862
3183
4871
5458
1519
3665


83
587
823
1356
1281
2172
2690
3193
3706
4897
3982
3194
4872
5459
1520
3694


84
588
824
1358
1292
2174
2691
3196
3707
4905
4116
3220
4876
5460
1521
3697


85
589
825
1359
1298
2175
2692
3197
3708
4914
4158
3237
4877
5461
1522
3727


86
590
826
1360
1308
2176
2693
3198
3709
4919
4186
3307
4878
5462
1523
3769


87
591
827
1361
1317
2177
2694
3199
3710
4933
4187
3434
4879
5464
1524
3783


88
592
829
1362
1319
2178
2696
3200
3711
4937
4188
3437
4880
5465
1525
3793


89
593
830
1363
1334
2179
2697
3201
3712
4940
4189
3512
4881
5466
1526
3817


90
594
831
1364
1346
2180
2698
3202
3713
4947
4190
3590
4882
5468
1527
3839


91
595
832
1366
1352
2181
2699
3203
3714
4950
4191
3602
4883
5469
1528
3857


92
597
833
1367
1364
2182
2700
3204
3715
4953
4192
3610
4884
5470
1529
3862


93
598
834
1368
1367
2183
2701
3205
3716
4954
4193
3803
4885
5471
1530
3912


94
599
835
1369
1369
2184
2702
3206
3717
4968
4194
3996
4887
5472
1532
3914


95
600
836
1370
1384
2185
2703
3207
3718
4969
4195
4047
4888
5473
1533
3942


96
601
837
1371
1388
2186
2704
3208
3719
4973
4196
4100
4889
5475
1534
3950


97
602
838
1372
1390
2187
2705
3210
3720
4975
4197
4101
4890
5477
1535
3994


98
603
840
1373
1408
2188
2706
3211
3721
4987
4198
4646
4891
5478
1536
4028


99
604
841
1375
1410
2189
2707
3212
3722
4992
4199
4813
4892
5479
1537
4066


100
605
842
1376
1413
2190
2708
3213
3723
4993
4200
4847
4893
5480
1538
4303


101
606
844
1377
1415
2191
2709
3214
3724
4998
4201
4873
4894
5482
1539
4326


102
607
845
1378
1423
2192
2710
3215
3725
5003
4202
4875
4895
5483
1540
4329


103
608
846
1379
1467
2193
2711
3216
3726
5005
4203
4950
4896
5484
1541
4384


104
609
847
1380
1478
2194
2712
3218
3727
5009
4204
4996
4897
5485
1542
4503


105
610
848
1381
1483
2195
2713
3219
3728
5010
4205
5014
4898
5486
1543
4504


106
611
849
1382
1494
2196
2714
3220
3729
5014
4206
5035
4899
5487
1544
4505


107
612
852
1383
1500
2197
2715
3221
3730
5021
4207
5037
4900
5488
1545
4506


108
613
853
1384
1503
2199
2716
3222
3731
5026
4208
5087
4902
5489
1546
4507


109
614
854
1385
1508
2200
2717
3223
3732
5040
4209
5113
4904
5490
1547
4508


110
615
855
1386
1515
2202
2718
3225
3733
5043
4210
5138
4905
5492
1548
4509


111
616
856
1387
1527
2203
2719
3226
3734
5048
4211
5140
4906
5493
1549
4510


112
617
857
1388
1533
2204
2720
3227
3735
5056
4212
5141
4907
5494
1550
4511


113
618
858
1389
1535
2205
2721
3228
3736
5064
4213
5178
4908
5496
1551
4512


114
619
859
1390
1542
2206
2722
3229
3737
5066
4214
5181
4909
5497
1552
4513


116
620
860
1391
1550
2207
2723
3230
3738
5071
4215
5304
4910
5498
1553
4514


117
621
861
1392
1552
2208
2724
3231
3739
5073
4216
5323
4911
5499
1554
4515


118
622
862
1393
1559
2209
2725
3232
3740
5075
4217
5346
4913
5500
1555
4516


119
624
863
1394
1565
2210
2726
3233
3741
5077
4218
5349
4914
5501
1556
4517


120
625
864
1395
1576
2211
2727
3234
3742
5080
4219
5350
4915
5502
1557
4518


121
626
865
1396
1579
2212
2728
3235
3743
5083
4220
5354
4916
5503
1558
4519


122
628
866
1397
1580
2213
2729
3236
3744
5087
4221
5362
4917
5504
1559
4520


123
630
867
1398
1581
2214
2730
3237
3745
5088
4222
5587
4918
5505
1560
4521


124
631
868
1399
1589
2215
2731
3238
3746
5092
4223
5597
4919
5506
1561
4522


125
632
869
1400
1604
2216
2732
3239
3747
5093
4224
5645
4920
5507
1562
4523


126
633
870
1402
1615
2217
2733
3240
3748
5097
4225
5668
4921
5508
1563
4524


127
634
871
1403
1624
2218
2734
3241
3749
5099
4226
5716
4922
5509
1564
4525


128
635
872
1404
1629
2219
2735
3242
3750
5102
4227
5717
4923
5511
1565
4526


129
636
873
1405
1644
2220
2736
3243
3751
5103
4228
5718
4924
5512
1566
4527


130
637
874
1407
1645
2221
2737
3244
3752
5112
4229
5719
4925
5513
1567
4528


131
647
875
1408
1646
2222
2738
3245
3753
5113
4230
5720
4926
5514
1568
4529


132
648
876
1409
1651
2223
2739
3246
3754
5115
4231
5721
4927
5515
1569
4530


133
649
877
1410
1652
2224
2740
3248
3755
5119
4232
5722
4928
5517
1570
4531


134
650
878
1411
1665
2225
2741
3249
3756
5124
4233
5723
4929
5518
1571
4532


135
651
879
1412
1693
2226
2742
3250
3757
5127
4234
5724
4930
5519
1572
4533


136
652
880
1413
1696
2227
2743
3251
3758
5128
4235
5725
4931
5520
1574
4534


137
653
881
1414
1716
2228
2744
3252
3759
5129
4236
5726
4932
5521
1575
4535


138
654
882
1415
1717
2229
2745
3254
3760
5143
4237
5727
4933
5522
1576
4536


139
655
884
1416
1718
2230
2746
3255
3761
5148
4238
5728
4934
5523
1577
4537


140
656
886
1417
1719
2231
2747
3256
3762
5164
4239
5729
4935
5524
1578
4538


142
657
887
1418
1720
2232
2748
3257
3763
5165
4240
5730
4936
5525
1579
4539


143
658
888
1419
1721
2233
2749
3258
3764
5168
4241
5731
4937
5526
1580
4540


144
659
889
1420
1722
2234
2750
3259
3765
5179
4242
5732
4938
5527
1581
4541


145
660
890
1421
1723
2235
2751
3260
3766
5190
4243
5733
4939
5528
1582
4542


146
661
891
1422
1724
2236
2752
3261
3767
5192
4244
5734
4940
5529
1583
4543


147
662
892
1423
1725
2237
2753
3262
3768
5196
4245
5735
4943
5530
1584
4544


148
663
893
1424
1726
2239
2755
3263
3769
5197
4246
5736
4945
5531
1585
4545


149
664
894
1425
1727
2240
2756
3264
3770
5198
4247
5737
4946
5532
1586
4546


150
665
895
1426
1728
2241
2757
3265
3771
5203
4248
5738
4947
5533
1587
4547


151
666
896
1427
1729
2242
2758
3266
3772
5208
4249
5739
4950
5534
1588
4548


152
667
897
1428
1730
2243
2759
3267
3773
5214
4250
5740
4951
5535
1589
4549


153
668
898
1429
1731
2244
2760
3268
3774
5218
4251
5741
4953
5536
1590
4550


154
638
899
1430
1732
2245
2761
3269
3775
5224
4252
5742
4954
5537
1591
4551


155
640
900
1431
1733
2246
2762
3270
3776
5228
4253
5743
4955
5538
1592
4552


156
641
901
1432
1734
2247
2763
3271
3777
5231
4254
5744
4956
5539
1593
4553


157
642
903
1433
1735
2248
2764
3272
3778
5244
4255
5745
4957
5540
1594
4554


158
643
904
1434
1736
2249
2765
3273
3779
5246
4256
5746
4959
5541
1595
4555


160
644
905
1435
1737
2250
2766
3274
3780
5247
4257
5747
4960
5542
1596
4556


161
645
906
1436
1738
2251
2767
3275
3781
5251
4258
5748
4961
5543
1597
4557


162
646
907
1437
1739
2253
2768
3276
3782
5270
4259
5749
4963
5544
1598
4558


163
675
909
1438
1740
2254
2769
3277
3783
5272
4260
5750
4966
5545
1599
4559


164
676
910
1439
1742
2255
2770
3279
3784
5277
4261
5751
4967
5546
1600
4560


165
680
911
1440
1743
2256
2771
3280
3785
5281
4262
5752
4968
5547
1601
4561


166
681
912
1441
1744
2257
2772
3281
3786
5291
4263
5753
4969
5548
1602
4562


167
682
914
1442
1745
2258
2773
3282
3787
5293
4264
5754
4971
5549
1603
4563


168
684
915
1443
1746
2259
2774
3283
3788
5294
4265
5755
4972
5551
1604
4564


169
685
916
1444
1747
2260
2775
3285
3789
5310
4266
5756
4973
5552
1605
4565


170
686
917
1445
1748
2261
2776
3286
3790
5316
4267
5757
4974
5554
1606
4566


171
689
918
1446
1749
2262
2777
3287
3791
5318
4268
5758
4975
5555
1607
4567


172
690
919
1447
1750
2263
2778
3288
3792
5329
4269
5759
4976
5556
1608
4568


173
691
920
1448
1751
2264
2779
3289
3793
5335
4270
5760
4977
5557
1609
4569


174
692
921
1449
1752
2265
2780
3290
3794
5337
4271
5761
4978
5558
1610
4570


175
693
922
1450
1753
2266
2781
3291
3795
5341
4272
5762
4979
5560
1611
4571


176
694
926
1451
1754
2267
2783
3292
3796
5344
4273
5763
4981
5561
1612
4572


177
695
927
1452
1755
2268
2784
3293
3797
5346
4274
5764
4982
5562
1613
4573


178
696
928
1453
1757
2269
2785
3294
3798
5348
4275
5765
4985
5563
1614
4574


179
697
929
1454
1758
2270
2786
3295
3799
5350
4276
5766
4986
5564
1615
4575


180
698
930
1455
1759
2271
2787
3296
3800
5357
4277
5767
4987
5565
1616
4576


181
699
931
1456
1760
2273
2788
3297
3801
5366
4278
5768
4989
5566
1617
4577


182
700
932
1457
1761
2274
2789
3298
3802
5374
4279
5769
4992
5567
1618
4578


183
701
933
1458
1762
2275
2790
3299
3803
5382
4280
5770
4993
5568
1619
4579


184
702
934
1459
1763
2276
2791
3300
3804
5383
4281
5771
4994
5569
1620
4580


185
703
935
1460
1764
2277
2793
3301
3805
5390
4282
5772
4995
5570
1621
4581


186
704
936
1461
1765
2278
2794
3302
3806
5393
4283
5773
4998
5571
1622
4582


187
705
937
1462
1766
2279
2795
3303
3807
5403
4284
5774
4999
5572
1623
4583


188
706
938
1463
1767
2280
2796
3304
3809
5406
4285
5775
5000
5573
1624
4584


189
708
939
1464
1768
2281
2797
3305
3810
5408
4286
5776
5001
5574
1625
4585


190
709
940
1500
1769
2282
2798
3306
3811
5416
4287
5777
5002
5575
1626
4586


191
710
941
1535
1770
2283
2799
3308
3812
5417
4288
5778
5003
5576
1628
4587


192
711
942
1559
1771
2284
2800
3309
3813
5433
4289
5779
5004
5577
1629
4588


193
712
943
1565
1772
2285
2801
3310
3814
5435
4290
5780
5005
5578
1630
4589


194
713
944
1576
1773
2286
2802
3311
3815
5436
4291
5781
5007
5580
1632
4590


195
714
945
1622
1774
2287
2803
3312
3816
5438
4292
5782
5008
5581
1633
4591


196
715
946
1624
1775
2288
2804
3313
3819
5439
4293
5783
5009
5582
1634
4592


197
716
947
1645
1776
2290
2805
3314
3820
5440
4294
5784
5010
5583
1635
4593


198
717
948
1651
1777
2291
2806
3315
3821
5443
4295
5785
5011
5584
1636
4594


199
719
949
1709
1778
2292
2808
3316
3822
5444
4296
5787
5012
5588
1637
4595


200
720
950
1721
1779
2293
2809
3317
3823
5445
4297
5788
5015
5589
1639
4596


201
721
951
1764
1780
2294
2810
3318
3825
5449
4298
5789
5017
5590
1640
4597


202
722
952
1792
1781
2295
2811
3319
3826
5450
4299
5790
5018
5591
1641
4598


203
723
953
1795
1782
2296
2812
3320
3827
5453
4300
5791
5019
5592
1642
4599


204
724
954
1827
1783
2297
2813
3321
3828
5458
4301
5792
5020
5593
1643
4600


205
725
955
1875
1784
2298
2814
3322
3829
5464
4302
5793
5021
5594
1644
4601


206
726
956
1880
1785
2299
2815
3323
3831
5471
4303
5794
5022
5595
1645
4602


207
728
957
1925
1786
2300
2816
3324
3832
5472
4304
5795
5025
5596
1646
4603


208
729
958
1926
1787
2301
2817
3325
3833
5478
4305
5796
5026
5599
1647
4604


209
730
959
2039
1788
2302
2818
3326
3834
5479
4306
5797
5027
5600
1648
4605


210
731
960
2103
1789
2303
2819
3327
3835
5488
4307
5798
5028
5601
1649
4606


211
732
962
2115
1790
2304
2820
3329
3836
5489
4308
5799
5029
5602
1650
4607


212
733
963
2206
1791
2305
2821
3330
3837
5498
4309
5800
5030
5603
1651
4608


213
734
964
2221
1792
2306
2822
3331
3838
5499
4310
5801
5031
5604
1652
4609


214
735
965
2231
1793
2307
2823
3332
3839
5500
4311
5802
5032
5605
1653
4610


215
736
966
2233
1794
2308
2824
3333
3840
5504
4312
5803
5033
5606
1654
4611


216
737
967
2305
1795
2309
2825
3334
3841
5513
4313
5804
5034
5608
1655
4612


217
738
968
2307
1796
2310
2826
3335
3842
5514
4314
5805
5036
5610
1656
4613


218
739
969
2323
1797
2311
2828
3338
3843
5519
4315
5806
5038
5611
1657
4614


219
761
971
2329
1798
2312
2829
3339
3844
5525
4316
5807
5039
5612
1658
4615


220
775
972
2344
1799
2313
2830
3340
3845
5526
4317
5808
5040
5613
1659
4616


221
805
973
2365
1800
2314
2831
3341
3846
5529
4318
5809
5041
5614
1660
4617


222
813
974
2375
1801
2315
2832
3342
3847
5544
4319
5810
5042
5615
1661
4618


223
816
975
2422
1803
2316
2833
3343
3848
5549
4320
5811
5043
5617
1662
4619


224
820
977
2424
1804
2317
2834
3344
3849
5551
4321
5812
5044
5618
1663
4620


225
839
978
2443
1805
2318
2835
3345
3850
5562
4322
5813
5046
5619
1664
4621


226
843
979
2449
1806
2319
2837
3346
3851
5563
4323
5814
5047
5620
1665
4622


227
850
980
2453
1807
2320
2838
3347
3852
5564
4324
5815
5048
5624
1666
4623


229
851
981
2455
1808
2321
2839
3348
3853
5570
4325
5816
5049
5626
1667
4624


230
885
982
2456
1809
2322
2840
3349
3854
5573
4326
5817
5050
5627
1668
4625


231
902
983
2461
1810
2323
2841
3350
3855
5576
4327
5818
5051
5628
1669
4626


232
908
984
2492
1811
2324
2842
3351
3856
5582
4328
5819
5052
5629
1670
4627


233
913
985
2505
1812
2326
2843
3352
3857
5590
4329
5820
5054
5630
1671
4628


234
923
986
2512
1813
2327
2844
3353
3858
5602
4330
5821
5055
5631
1672
4629


235
924
987
2513
1814
2328
2845
3354
3859
5604
4331
5822
5056
5632
1673
4630


236
925
988
2535
1815
2329
2846
3355
3860
5608
4332
5823
5057
5633
1674
4631


237
961
990
2573
1816
2330
2847
3356
3861
5617
4333
5824
5058
5634
1675
4632


238
976
991
2583
1817
2331
2848
3357
3862
5619
4334
5825
5059
5635
1676
4633


239
989
992
2598
1818
2332
2849
3358
3863
5624
4335
5826
5060
5636
1677
4634


240
1014
993
2638
1819
2333
2850
3359
3864
5628
4336
5827
5063
5637
1678
4635


241
1036
994
2715
1820
2334
2851
3360
3865
5629
4337
5828
5064
5638
1679
4636


242
1050
995
2746
1821
2335
2852
3361
3866
5633
4338
5829
5065
5639
1680
4637


243
1058
996
2753
1822
2336
2853
3362
3867
5635
4339
5830
5066
5640
1681
4638


244
1062
997
2781
1823
2337
2854
3363
3868
5639
4340
5831
5068
5643
1682
4639


245
1077
998
2794
1824
2338
2855
3364
3869
5642
4341
5832
5069
5644
1683
4640


246
1086
999
2810
1825
2340
2856
3365
3870
5645
4342
5833
5071
5646
1684
4641


247
1091
1000
2812
1826
2341
2857
3366
3871
5668
4343
5834
5072
5647
1685
4642


248
1108
1001
2824
1827
2342
2858
3367
3872
5670
4344
5835
5073
5648
1686
4643


249
1146
1002
2837
1828
2343
2859
3368
3874
5671
4345
5836
5075
5649
1687
4644


250
1148
1003
2845
1829
2344
2860
3369
3875
5672
4346
5837
5076
5650
1688
4645


251
1174
1004
2906
1830
2345
2861
3370
3876
5685
4347
5838
5077
5651
1689
4647


252
1178
1005
2986
1831
2346
2862
3371
3877
5694
4348
5839
5078
5652
1690
4648


253
1197
1006
2999
1832
2347
2863
3372
3878
5697
4349
5840
5079
5653
1691
4649


254
1210
1007
3055
1833
2348
2864
3373
3879
5701
4350
5841
5080
5654
1692
4650


255
1211
1008
3109
1834
2349
2865
3374
3880
5703
4351
5842
5081
5655
1693
4651


256
1233
1009
3118
1835
2350
2866
3375
3881
5705
4352
5843
5083
5656
1694
4652


257
1257
1010
3158
1836
2351
2867
3376
3882
5707
4353
5844
5084
5657
1695
4653


258
1259
1011
3165
1837
2352
2868
3377
3883
5708
4354
5845
5088
5658
1696
4654


259
1263
1012
3210
1839
2353
2869
3378
3885
5709
4355
5846
5089
5659
1697
4655


260
1276
1013
3231
1841
2354
2871
3380
3886
5781
4356
5847
5091
5660
1698
4656


261
1291
1015
3239
1842
2356
2872
3382
3887
5838
4357
5848
5092
5661
1699
4657


262
1309
1016
3242
1844
2357
2873
3383
3888
5863
4358
5849
5093
5662
1700
4658


263
1330
1017
3342
1845
2358
2874
3384
3889

4359
5850
5095
5663
1701
4659


264
1333
1018
3346
1846
2359
2875
3385
3890

4360
5851
5097
5664
1702
4660


265
1337
1019
3359
1847
2360
2876
3386
3891

4361
5852
5098
5665
1703
4661


266
1345
1020
3363
1848
2361
2877
3387
3892

4362
5853
5099
5666
1704
4662


267
1353
1021
3371
1849
2362
2878
3388
3893

4363
5854
5100
5667
1705
4663


268
1357
1022
3421
1850
2363
2879
3389
3894

4364
5855
5101
5668
1707
4664


269
1374
1023
3427
1851
2364
2880
3390
3895

4365
5856
5102
5669
1709
4665


270
1484
1024
3447
1852
2365
2881
3391
3897

4366
5857
5103
5671
1710
4666


271
1497
1025
3458
1853
2366
2882
3392
3898

4367
5858
5104
5672
1711
4667


272
1531
1026
3481
1854
2367
2883
3393
3899

4368
5859
5105
5673
1712
4668


273
1573
1027
3498
1855
2368
2884
3394
3900

4369
5860
5106
5674
1713
4669


274
1631
1028
3525
1856
2369
2885
3395
3901

4370
5861
5107
5675
1714
4670


275
1638
1029
3617
1857
2370
2886
3396
3902

4371
5862
5108
5676
1715
4671


276
1706
1030
3622
1858
2371
2887
3397
3903

4372
5863
5110
5677
1843
4672


277
1708
1031
3658
1859
2373
2888
3398
3904

4373
5864
5111
5678
1911
4673


278
1741
1032
3665
1860
2374
2889
3399
3905

4374
5865
5112
5679
1917
4674


279
1756
1033
3745
1861
2375
2890
3401
3906

4375
5866
5113
5680
2020
4675


280
1802
1034
3787
1862
2376
2891
3402
3907

4376
5867
5114
5681
2102
4676


281
1838
1035
3790
1863
2377
2892
3403
3908

4377
5868
5115
5682
2141
4677


282
1840
1037
3796
1864
2378
2894
3404
3909

4378
5869
5117
5683
2257
4678


283
1867
1038
3810
1865
2379
2895
3405
3910

4379
5870
5118
5684
2258
4679


284
1881
1039
3828
1866
2380
2896
3406
3911

4380
5871
5119
5685
2281
4680


285
1909
1040
3835
1868
2381
2897
3407
3912

4381
5872
5121
5686
2305
4681


286
1924
1041
3838
1869
2382
2898
3408
3913

4382
5873
5122
5688
2538
4682


288
1944
1042
3846
1870
2383
2899
3409
3914

4383
5874
5123
5689
2567
4683


290
1995
1043
3888
1871
2384
2900
3410
3915

4384
5875
5124
5690
2638
4684


292
2038
1044
3908
1872
2385
2901
3411
3916

4385
5876
5125
5691
2711
4685


293
2050
1045
3912
1873
2386
2902
3412
3917

4386
5877
5126
5692
2794
4686


294
2100
1046
3929
1874
2387
2903
3413
3918

4387
5878
5127
5694
2835
4687


295
2107
1047
3942
1875
2388
2904
3414
3919

4388
5879
5128
5695
2850
4688


296
2120
1048
3946
1876
2389
2905
3415
3920

4389
5880
5129
5696
2958
4689


297
2129
1049
3949
1877
2391
2906
3416
3922

4390
5881
5131
5697
3063
4690


298
2139
1051
3977
1878
2392
2907
3417
3923

4391
5882
5132
5698
3143
4691


299
2155
1052
3982
1879
2393
2908
3418
3924

4392
5883
5133
5700
3231
4692


300
2162
1053
3987
1880
2394
2909
3419
3925

4393
5884
5135
5701
3375
4693


301
2198
1054
3990
1882
2395
2910
3420
3926

4394
5885
5136
5702
3510
4694


302
2238
1055
3991
1883
2396
2911
3421
3927

4395
5886
5137
5703
3647
4695


303
2252
1057
4021
1884
2397
2912
3422
3929

4396
5887
5139
5704
3685
4696


304
2272
1059
4027
1885
2398
2913
3423
3930

4397
5888
5142
5705
3790
4697


305
2289
1060
4757
1886
2400
2914
3424
3931

4398
5889
5143
5706
3862
4698


306
2325
1061
4821
1887
2401
2915
3425
3932

4399
5890
5144
5707
3873
4699


307
2339
1063
4824
1888
2402
2916
3427
3933

4400
5891
5145
5708
3876
4700


308
2390
1064
4825
1889
2403
2917
3428
3934

4401
5892
5146
5709
3879
4701


309
2399
1065
4832
1890
2404
2918
3429
3935

4402
5893
5147
5710
3935
4702


310
2412
1066
4847
1891
2405
2919
3430
3936

4403
5894
5148
5711
3977
4703


312
2427
1067
4848
1892
2406
2920
3431
3937

4404
5895
5150
5712
3996
4704


313
2442
1068
4864
1893
2408
2921
3432
3938

4405
5896
5151
5713
4007
4705


314
2450
1069
4867
1894
2409
2922
3433
3939

4406
5897
5152
5714
4021
4706


315
2483
1070
4889
1896
2410
2923
3434
3940

4407
5898
5155

4088
4707


316
2487
1071
4894
1897
2411
2924
3435
3941

4408
5899
5156

4807
4708


317
2497
1072
4923
1898
2413
2925
3436
3942

4409
5900
5157

4821
4709


318
2516
1073
4930
1899
2414
2926
3438
3943

4410
5901
5158

4870
4710


319
2522
1074
4940
1900
2415
2927
3439
3944

4411
5902
5159

4904
4711


320
2552
1075
4944
1901
2416
2928
3440
3945

4412
5903
5160

4940
4712


322
2568
1076
4947
1902
2417
2929
3441
3946

4413
5904
5161

4947
4713


323
2599
1078
4953
1903
2418
2930
3442
3948

4414
5905
5164

4998
4714


324
2608
1079
4968
1905
2419
2931
3443
3949

4415
5906
5165

5005
4715


325
2614
1081
4973
1906
2420
2933
3444
3950

4416
5907
5167

5010
4716


326
2626
1082
4977
1907
2421
2934
3445
3952

4417
5908
5168

5027
4717


327
2632
1083
4982
1908
2422
2935
3446
3953

4418
5909
5169

5092
4718


328
2643
1084
4992
1911
2423
2936
3447
3954

4419
5910
5170

5093
4719


329
2645
1085
4998
1912
2424
2937
3448
3955

4420
5911
5171

5112
4720


330
2695
1087
5003
1913
2425
2939
3449
3956

4421
5912
5172

5128
4721


331
2754
1088
5010
1914
2426
2940
3451
3957

4422
5913
5173

5131
4722


332
2792
1089
5017
1915
2428
2941
3452
3958

4423
5914
5174

5143
4723


333
2807
1090
5019
1916
2429
2942
3453
3959

4424
5915
5175

5160
4724


334
2870
1092
5021
1918
2430
2943
3455
3960

4425
5916
5176

5179
4725


335
2893
1093
5026
1919
2431
2944
3456
3961

4426
5917
5177

5181
4726


336
2938
1094
5035
1920
2432
2945
3457
3962

4427
5918
5179

5190
4727


337
2972
1095
5061
1921
2433
2946
3458
3964

4428
5919
5180

5196
4728


338
2975
1096
5064
1922
2434
2948
3459
3965

4429
5920
5181

5203
4729


339
2989
1097
5066
1923
2435
2949
3460
3966

4430
5921
5182

5234
4730


340
3009
1098
5093
1925
2436
2950
3461
3967

4431
5922
5183

5236
4732


341
3053
1099
5096
1926
2437
2951
3462
3968

4432
5923
5184

5259
4733


342
3057
1100
5108
1927
2438
2952
3463
3969

4433
5924
5185

5288
4734


343
3075
1101
5112
1928
2439
2953
3464
3970

4434
5925
5186

5294
4735


344
3153
1102
5113
1929
2440
2954
3465
3971

4435
5926
5188

5310
4736


345
3154
1103
5115
1930
2441
2955
3466
3972

4436
5927
5189

5332
4737


346
3190
1104
5124
1931
2443
2956
3467
3973

4437
5928
5190

5350
4738


347
3195
1105
5126
1932
2444
2957
3468
3974

4438
5929
5191

5375
4739


348
3209
1106
5128
1933
2445
2958
3469
3975

4439
5930
5192

5395
4740


349
3217
1107
5137
1934
2446
2959
3470
3976

4440
5931
5194

5397
4741


350
3224
1109
5141
1935
2447
2960
3471
3977

4441
5932
5195

5420
4743


351
3247
1110
5143
1936
2448
2961
3472
3978

4442
5933
5196

5437
4744


352
3253
1111
5144
1937
2449
2962
3473
3979

4443
5934
5197

5438
4745


353
3278
1112
5154
1938
2451
2963
3474
3980

4444
5935
5198

5448
4746


354
3284
1113
5160
1939
2452
2964
3475
3981

4445
5936
5200

5460
4747


355
3336
1114
5164
1940
2453
2965
3476
3982

4446
5937
5201

5465
4748


356
3337
1115
5168
1941
2454
2966
3477
3983

4447
5938
5202

5471
4749


357
3379
1116
5170
1942
2455
2967
3478
3984

4448
5939
5203

5475
4750


358
3381
1117
5179
1945
2456
2968
3479
3985

4449
5940
5204

5476
4751


359
3400
1118
5188
1946
2457
2969
3480
3986

4450
5941
5207

5489
4752


360
3426
1119
5203
1947
2458
2970
3481
3987

4451
5942
5208

5499
4753


361
3450
1120
5228
1948
2459
2971
3483
3988

4452
5943
5209

5504
4754


362
3454
1122
5229
1949
2460
2973
3484
3989

4453
5944
5210

5528
4755


363
3482
1123
5236
1950
2461
2974
3485
3990

4454
5945
5211

5573
4756


364
3520
1124
5251
1951
2462
2976
3486
3991

4455
5946
5212

5585
4757


365
3521
1125
5253
1952
2463
2977
3487
3992

4456
5947
5213

5617
4758


366
3562
1126
5268
1953
2464
2978
3488
3993

4457
5948
5214

5635
4759


367
3578
1127
5272
1954
2465
2979
3489
3994

4458
5949
5215

5674
4760


369
3583
1128
5275
1955
2466
2980
3490
3995

4459
5950
5216

5685
4761


370
3591
1129
5281
1956
2467
2981
3491
3996

4460
5951
5217

5687
4762


371
3595
1130
5291
1957
2468
2982
3492
3997

4461
5952
5218

5697
4763


372
3650
1131
5294
1958
2469
2983
3493
3998

4462
5953
5219

5708
4764


373
3654
1132
5310
1959
2470
2984
3494
3999

4463
5954
5220


4765


374
3674
1133
5313
1960
2471
2985
3495
4000

4464
5955
5221


4766


375
3808
1134
5316
1961
2472
2986
3496
4002

4465
5956
5222


4767


376
3818
1135
5318
1962
2473
2987
3497
4003

4466
5957
5224


4768


377
3824
1136
5319
1963
2474
2988
3498
4005

4467
5958
5225


4769


378
3830
1137
5325
1964
2475
2990
3499
4006

4468
5959
5228


4770


379
3884
1138
5329
1965
2476
2991
3500
4007

4469
5960
5229


4771


380
3896
1139
5341
1966
2477
2992
3501
4008

4470
5961
5230


4772


381
3921
1140
5346
1967
2478
2993
3502
4009

4471
5962
5231


4773


382
3928
1141
5366
1968
2480
2994
3503
4010

4472
5963
5232


4774


383
3947
1143
5381
1969
2481
2995
3504
4011

4473
5964
5233


4775


384
3951
1144
5394
1970
2482
2996
3505
4013

4474
5965
5234


4776


385
3963
1145
5397
1971
2484
2997
3506
4014

4475
5966
5236


4777


386
4001
1147
5408
1972
2485
2998
3507
4015

4476
5967
5237


4778


387
4004
1149
5416
1973
2486
2999
3508
4017

4477
5968
5238


4779


388
4016
1150
5426
1974
2488
3000
3509
4018

4478
5969
5239


4780


389
4030
1151
5436
1975
2489
3001
3510
4019

4479
5970
5240


4781


390
4048
1152
5437
1976
2490
3002
3511
4020

4480
5971
5242


4782


391
4093
1153
5438
1977
2491
3003
3512
4021

4481
5972
5244


4783


392
4731
1154
5440
1978
2492
3004
3513
4022

4482
5973
5245


4784


393
4742
1155
5443
1979
2493
3005
3514
4023

4483
5974
5246


4785


394
4826
1156
5445
1980
2494
3006
3515
4024

4484
5975
5247


4786


395
4835
1157
5447
1981
2495
3007
3516
4025

4485
5976
5250


4787


396
4859
1158
5460
1982
2496
3008
3517
4026

4486
5977
5251


4788


397
4874
1159
5464
1983
2498
3010
3518
4027

4487
5978
5252


4789


398
4886
1160
5465
1984
2499
3011
3519
4028

4488
5979
5253


4790


399
4901
1161
5472
1985
2500
3012
3522
4029

4489
5980
5254


4791


400
4903
1162
5476
1986
2501
3013
3523
4031

4490
5981
5255


4792


401
4912
1163
5489
1987
2502
3014
3524
4032

4491
5982
5256


4793


402
4941
1164
5490
1988
2503
3015
3525
4033

4492
5983
5258


4794


403
4948
1165
5495
1989
2504
3016
3526
4034

4493
5984
5260


4798


404
4949
1166
5500
1990
2505
3017
3527
4035

4494
5985
5261


4848


406
4952
1167
5504
1991
2506
3018
3528
4036

4495
5986
5262


4850


407
4958
1168
5507
1992
2507
3019
3529
4037

4496
5987
5263


4858


408
4962
1169
5514
1993
2508
3020
3530
4038

4497
5988
5264


4867


409
4965
1170
5523
1994
2509
3021
3531
4039

4498
5989
5265


4872


410
4970
1171
5525
1996
2510
3022
3532
4040

4499
5990
5267


4875


411
4980
1172
5535
1997
2511
3023
3533
4041

4500
5991
5268


4906


412
4984
1173
5539
1998
2512
3024
3534
4042

4501
5992
5269


4907


413
4988
1175
5551
1999
2513
3025
3535
4043

4502
5993
5270


4940


414
4990
1176
5563
2000
2514
3026
3536
4044

4582
5994
5272


4942


415
4997
1177
5569
2001
2515
3027
3537
4045

4806
5995
5273


4944


416
5006
1179
5573
2002
2517
3028
3538
4046

4812
5996
5274


4947


417
5013
1180
5577
2003
2518
3029
3539
4049

4821
5997
5275


4953


418
5016
1181
5580
2004
2519
3030
3540
4050

4825
5998
5276


4972


419
5023
1182
5597
2005
2520
3031
3541
4051

4843
5999
5277


4973


420
5045
1183
5600
2006
2521
3032
3542
4052

4853
6000
5278


4986


421
5053
1184
5603
2007
2523
3033
3543
4053

4875
6001
5280


4991


422
5062
1185
5613
2008
2524
3034
3544
4054

4883
6002
5281


4998


424
5067
1186
5617
2009
2525
3035
3545
4055

4887
6003
5282


5007


425
5070
1187
5628
2010
2526
3036
3546
4056

4906
6004
5283


5010


426
5074
1188
5633
2011
2527
3037
3547
4057

4907
6005
5284


5017


427
5082
1189
5634
2012
2528
3038
3548
4058

4922
6006
5285


5035


428
5085
1190
5635
2013
2529
3039
3549
4059

4937

5286


5056


429
5086
1191
5637
2014
2530
3040
3550
4060

4942

5287


5058


430
5094
1192
5671
2015
2531
3041
3551
4061

4953

5288


5069


432
5109
1193
5685
2016
2532
3042
3552
4062

4961

5289


5071


433
5116
1194
5687
2017
2533
3043
3553
4063

4968

5291


5119


434
5120
1195
5701
2018
2534
3044
3554
4064

4973

5292


5129


436
5130
1196
5703
2019
2535
3045
3555
4065

4977

5293


5143


437
5134
1198
5706
2020
2536
3046
3556
4067

4981

5294


5162


438
5149
1199
5708
2021
2537
3047
3557
4068

5003

5295


5172


439
5153
1200
5709
2022
2539
3048
3558
4069

5010

5296


5186


440
5163
1201

2023
2540
3049
3559
4070

5019

5297


5192


441
5166
1202

2024
2541
3050
3560
4071

5056

5298


5196


442
5193
1203

2025
2542
3051
3561
4072

5073

5299


5208


443
5205
1204

2026
2543
3052
3563
4073

5092

5300


5209


444
5206
1205

2027
2544
3054
3564
4074

5101

5301


5240


445
5223
1206

2028
2545
3055
3565
4075

5102

5302


5253


446
5226
1207

2029
2546
3056
3566
4076

5113

5303


5267


447
5227
1208

2030
2547
3058
3567
4077

5143

5304


5269


448
5235
1209

2031
2548
3059
3568
4078

5173

5306


5275


449
5241
1212

2032
2549
3060
3569
4079

5179

5307


5298


450
5243
1213

2033
2550
3061
3570
4080

5187

5308


5303


451
5248
1214

2034
2551
3062
3571
4081

5198

5310


5304


452
5249
1215

2035
2553
3063
3572
4082

5208

5312


5310


453
5257
1217

2036
2554
3064
3573
4083

5211

5313


5316


454
5266
1218

2037
2555
3065
3574
4084

5229

5314


5344


455
5271
1219

2039
2556
3066
3575
4085

5231

5315


5346


456
5279
1220

2040
2557
3067
3576
4086

5236

5316


5350


457
5305
1221

2041
2558
3068
3577
4087

5259

5317


5381


458
5309
1222

2042
2559
3069
3579
4088

5288

5318


5385


460
5311
1223

2043
2560
3070
3580
4089

5303

5319


5401


461
5327
1224

2044
2561
3071
3581
4090

5322

5320


5406


462
5343
1225

2045
2562
3072
3582
4091

5332

5321


5407


463
5352
1226

2046
2563
3073
3584
4092

5350

5322


5416


464
5364
1227

2047
2564
3074
3585
4094

5354

5323


5418


465
5367
1228

2048
2565
3076
3586
4095

5366

5324


5447


466
5370
1229

2049
2566
3077
3587
4096

5373

5325


5449


467
5377
1230

2051
2567
3078
3588
4097

5375

5326


5450


468
5396
1231

2052
2569
3079
3589
4098

5380

5328


5460


469
5409
1232

2053
2570
3080
3590
4099

5386

5329


5465


470
5410
1234

2054
2571
3081
3592
4100

5390

5330


5466


471
5419
1235

2055
2572
3082
3593
4102

5393

5331


5489


472
5422
1236

2056
2573
3083
3594
4103

5406

5332


5491


473
5424
1237

2057
2574
3084
3596
4104

5417

5333


5495


474
5431
1238

2058
2575
3085
3597
4105

5420

5334


5507


475
5451
1239

2059
2576
3086
3598
4106

5436

5335


5533


476
5457
1241

2060
2577
3087
3599
4107

5441

5336


5563


477
5463
1242

2061
2578
3088
3600
4108

5447

5337


5596


478
5467
1243

2062
2579
3089
3601
4109

5460

5338


5600


479
5474
1244

2063
2580
3090
3603
4110

5476

5339


5628


480
5481
1245

2064
2581
3091
3604
4111

5495

5340


5635


481
5510
1246

2066
2582
3092
3605
4112

5499

5341


5660


483
5516
1247

2067
2583
3093
3606
4113

5500

5342


5671


484
5550
1248

2068
2584
3094
3607
4114

5502

5344


5674


485
5553
1249

2069
2585
3095
3608
4115

5528

5345


5677


486
5559
1251

2070
2586
3096
3609
4116

5563

5346


5689


487
5579
1252

2071
2587
3097
3611
4117

5583

5347


5706


488
5586
1253

2072
2588
3098
3612
4118

5596

5348


489
5607
1254

2073
2589
3099
3613
4119

5597

5350


490
5609
1255

2074
2590
3100
3614
4120

5628

5351


491
5616
1256

2075
2591
3101
3615
4121

5639

5353


492
5621
1258

2076
2592
3102
3616
4122

5655

5354


493
5622
1260

2077
2593
3103
3617
4123

5671

5355


494
5623
1261

2078
2594
3104
3618
4124

5677

5356


495
5641
1262

2079
2595
3105
3619
4125

5685

5357


496
5693
1264

2080
2597
3106
3620
4126

5687

5358


497
5699
1265

2081
2598
3107
3621
4127

5694

5359


498
5786
1266

2082
2600
3108
3622
4128

5710

5360


499

1267

2083
2601
3109
3623
4129

5715

5361


500

1268

2084
2602
3110
3624
4130



5363


501

1269

2085
2603
3111
3625
4131



5365









3. Culture Conditions for Filamentous Fungi


The nucleotide sequences of the above DNAs consist of the nucleotide sequences of genes whose expressions are regulated (promoted or suppressed) by one or a combination of the various culture conditions for filamentous fungi. The use of these genes as primers or probes makes it possible to precisely assay in detail the state of the combination of various conditions. In the present invention, examples of various culture conditions include nutrient-rich, nutrient-deficient, solid, early germination, alkaline, high temperature and low temperature culture conditions.


Examples of filamentous fungi to be cultured include microorganisms belonging to the genus Aspergillus (including the genus Emericella), the genus Penicillium, the genus Humicola, the genus Trichoderma, the genus Mucor and the genus Fusarium (see the following genera):


the genus Penicillium: all the known species classified into the genus Penicillium;


the genus Humicola: all the known species classified into the genus Humicola;


the genus Trichoderma: all the known species classified into the genus Trichoderma;


the genus Mucor: all the known species classified into the genus Mucor; and


the genus Fusarium: all the known species classified into the genus Fusarium.



Aspergillus: Aspergillus oryzae, Aspergillus fumigatus, Aspergillus flavus, Aspergillus sojae, Aspergillus paraciticus, Aspergillus niger, Aspergillus awamori, Aspergillus kawachii, Aspergillus nidulans and Emericella nidulans.


Further, in the present invention, Aspergillus oryzae is preferably used. Aspergillus oryzae strain RIB40 used for the determination of the nucleotide sequences of the present invention was deposited on Mar. 4, 2002, with the International Patent Organism Depositary, National Institute of Advanced Industrial Science and Technology (Chuo-6, 1-1-1 Higashi, Tsukuba, Ibaraki, Japan) under Accession Number: FERM BP-7935.


(1) Nutrient-Rich Culture Condition

The nutrient-rich culture condition means a culture condition wherein a koji mold can actively grow in a complete medium containing polypeptone, yeast extract or the like, and 0.1% to 5% (preferably 2%) glucose, and having a pH from 5 to 7 (preferably pH 6.3) at a culture temperature ranging from 25° C. to 33° C., preferably at 30° C. Under a typical nutrient-rich culture condition, culturing is performed in the following YPD medium at 30° C. for 22 hours.


YPD medium


Yeast extract: 1%


Bacto-pepton: 2%


Adenine sulfate: 0.04%


Glucose: 2%


DNAs expressed by culturing under this condition are represented by SEQ ID NOS. shown in the 1st row of Table 1.


(2) Nutrient-Deficient Culture Condition

The nutrient-deficient culture condition means a culture condition containing neither protein nor carbon sources such as carbohydrates, wherein a koji mold cannot grow. A koji mold is previously cultured under a culture condition wherein a koji mold can grow, preferably in the above YPD liquid medium. The cells are collected and washed, and then cultured in a medium containing no carbon sources such as glucose with a pH of 5 to 7 (preferably pH 5.5) at 25° C. to 33° C. (preferably 30° C.) for 4 to 10 hours (preferably 8 hours). Under a typical nutrient-deficient culture condition, cells are cultured in the following YPD liquid medium at 30° C. for 22 hours, collected by filtration, washed with sterilized water, and then cultured in the following CD (Czapek-Dox) liquid medium at 30° C. for 8 hours.


YPD liquid medium


Yeast extract: 1%


Bacto-pepton: 2%


Adenine sulfate: 0.04%


Glucose: 2%


Koji mold cells are cultured under this condition at 30° C. for 22 hours, collected, washed, and then transferred to the following nutrient-deficient medium.


CD liquid medium


NaNO3: 0.3%


KCl: 0.2%


KH2PO4: 0.1%


MgSO4.7H2O: 0.05%


FeSO4.7H2O: 0.001%


pH 5.5


DNAs expressed by culturing under this condition are represented by SEQ ID NOS. shown in the 2nd row of Table 1.


(3) Solid Culture Condition


The solid culture condition means a culture state wherein a koji mold is grown using a medium, for example, grain comprising solid carbohydrates or protein such as steamed rice, wheat and soybeans. A similar culture condition is realized by placing a membrane filter in tight contact with an agar medium, upon which cells are then grown. Under a typical solid culture condition, conidia are adhered to wheat bran, and then cultured at 30° C. for 27 hours.


DNAs expressed by culturing under this condition are represented by SEQ ID NOS. shown in the 3rd row of Table 1.


(4) Early Germination Culture Condition


The early germination culture condition means a culture condition immediately after the germination of conidia by culturing at 25° C. to 33° C. (preferably 30° C.) for 8 to 15 hours (preferably 12 hours) following the inoculation of the conidia in a liquid or on an agar medium where a koji mold can grow. Under a typical early germination culture condition, culturing is performed in the following SP liquid medium at 30° C. for 12 hours.


SP liquid medium


Soluble starch: 3.5%


Polypeptone: 2%


KH2PO4: 0.5%


MgSO4.7H2O: 0.5%


DNAs expressed by culturing under this condition are represented by SEQ ID NOS. shown in the 4th row of Table 1.


(5) Alkaline Culture Condition


The alkaline culture condition means a culture condition wherein koji mold cells grow in an alkaline environment. Specifically, koji mold conidia are inoculated in liquid or on an agar media containing carbon sources and nitrogen sources necessary for the growth of a koji mold and adjusted to have a pH of 8 to 10 (preferably pH 10), and then cultured at 25° C. to 33° C. (preferably 30° C.) for 1 day to 1 week (preferably 3 days). Under a typical alkaline culture condition, a koji mold is cultured in the following CD liquid medium adjusted to have pH 10 at 30° C. for 3 days.


CD liquid medium (pH 10)


Glucose: 2%


NaNO3: 0.3%


KCl: 0.2%


KH2PO4: 0.1%


MgSO4.7H2O: 0.05%


FeSO4.7H2O: 0.001%


pH 10


DNAs expressed by culturing under this condition are represented by SEQ ID NOS. shown in the 5th row of Table 1.


(6) High Temperature Culture Condition


The high temperature culture condition means a culture condition wherein a koji mold can grow in a complete medium containing polypeptone or yeast extract, 0.1% to 5% (preferably 2%) glucose, and having a pH of 5 to 7 (preferably pH 6.3) at a culture temperature ranging from 35° C. to 42° C. (preferably at 37° C.), where the koji mold is required to respond or adapt to high temperatures. Under a typical high temperature condition, a koji mold is cultured in the following YPD medium at 37° C. for 24 hours.


YPD medium


Yeast extract: 1%


Bacto-pepton: 2%


Adenine sulfate: 0.04%


Glucose: 2%


DNAs expressed by culturing under this condition are represented by SEQ ID NOS. shown in the 6th row of Table 1.


(7) Low Temperature Culture Condition


The low temperature culture condition means a growth condition wherein a koji mold is cultured using a medium, for example, grain comprising solid carbohydrates or protein such as steamed rice, wheat and soybeans, at a culture temperature ranging from 28° C. to 33° C. (preferably 30° C.), for 1 to 3 days (preferably 34 hours), and then the culture temperature is lowered to 20° C. to 25° C. (preferably 25° C.), followed by another 2 to 5 hours (preferably 3 hours) of culturing. Under a typical culture condition, defatted soybeans and roasted and crushed wheat are allowed to absorb water, followed by heat sterilization, and koji mold conidia are inoculated onto the sterilized product and cultured at 30° C. for 34 hours for hyphae to grow. Then the temperature is lowered to 25° C., followed by another 3 hours of culturing.


DNAs expressed by culturing under this condition are represented by SEQ ID NOS. shown in the 7th row of Table 1.


(8) Maltose Culture Condition


The maltose culture condition means a culture condition wherein a koji mold can grow in a complete medium containing polypeptone and the like, 0.1% to 5% (preferably 2%) maltose, and having a pH of 5 to 7 (preferably pH 6.3) at a culture temperature ranging from 25° C. to 33° C. (preferably 30° C.). Under a typical maltose culture condition, koji mold cells are cultured in the following ACM liquid medium at 30° C. for 24 hours, collected by filtration, washed with sterilized water, and then cultured in the following natural medium containing 2% maltose at 30° C. for 4 hours.


ACM liquid medium


Malt extract: 2%


Bacto-pepton: 0.1%


Glucose: 2%


Liquid medium containing 2% maltose


Bacto-pepton: 1%


KH2PO4: 0.5%


NANO3: 0.1%


MgSO4.7H2O: 0.05%


Maltose: 2%


DNAs expressed by culturing under this condition are represented by SEQ ID NOS. shown in the 8th row of Table 1.


(9) Combination of Culture Conditions


The above culture conditions can be used independently, or can be appropriately combined according to the purpose of detecting Aspergillus, the purpose of monitoring various culture conditions, or the like. Examples of such combinations include a combination of the nutrient-rich and the low temperature culture conditions, a combination of the solid and the high temperature culture conditions, a combination of the solid, the high temperature and the maltose culture conditions, a combination of the nutrient-rich, the early germination, the high temperature and the alkaline culture conditions, and all the possible combinations of the above conditions (1) to (8) as long as they are consistent with each other.


4. Designing of Probes or Primers


Primers for detecting a koji mold, specifically a PCR forward primer (also referred to as a sense primer) and a reverse primer (also referred to as an antisense primer) can be designed and synthesized from the sequences represented by SEQ ID NOS: 1 to 6006. The variety of DNA obtained by culturing under one condition or a combination of the above culture conditions varies depending on each culture condition (see Table 1). A plurality of koji mold DNAs is obtained in each culture condition. Thus, various variety of and a plurality of DNAs selected from such the DNAs are used as the basis for designing the primers of the present invention. For example, a plurality of DNAs is freely selected from koji mold DNAs (Table 1, SEQ ID NOS. shown in the 1st row) obtained by culturing a koji mold under the nutrient-rich culture condition, and then primers are designed from the partial regions of the selected DNAs. In addition, koji mold cells cultured under a combination of a plurality of conditions express DNAs as shown in the rows in Table 1 respectively corresponding to each of the culture conditions combined.


A plurality of DNAs is freely selected from these DNAs, and then primers are designed from the partial regions of the selected DNAs. The minimum and necessary number of primers is determined in consideration of the degree of relationship of closely related species of a koji mold and the degree of mixture. The number of primer sets is at least 1 primer set (2 primers) and preferably 2 to 4 primer sets. Primers can also be designed from characteristic koji mold regions or from regions other than such regions. The primer is 15 to 50 nucleotides in length, preferably 24 to 30 nucleotides in length. The position of DNA for designing the primer is appropriately selected such that 50 to 40,000 bp, and preferably 300 to 1,000 bp fragments are amplified.


The primers of the present invention can be obtained by any general chemical synthesis, for example a chemical synthesis using a DNA autosynthesizer manufactured by Applied Biosystems.


In the meantime, probes for detecting a koji mold can be designed from whole or the partial regions of the above DNAs in a manner similar to that used when the primers for detecting a koji mold are designed. Alternatively, by PCR amplification using the above primers and genomic DNA or cDNA as a template, probes can also be prepared. When a probe is designed from a partial region, the designed probe is 14 to 3000 nucleotides (preferably 20 to 1000 nucleotides) in length.


5. Kit Containing Primer Set and/or Probe


The above primer set and/or probe are used as a kit for amplifying or detecting a koji mold-derived DNA. The primer set is used as a kit for amplifying a koji mold-derived DNA together with DNA polymerase (Taq DNA polymerase, Pfu DNA polymerase or the like).


6. PCR, Hybridization and Detection


A koji mold DNA is amplified using the primer set prepared as described above and DNA polymerase. Template DNA can be prepared by any known method such as a method using cell wall lytic enzyme (e.g., Yatalase, Takara), or a method that involves preparing RNA using guanidium isothiocyanate, and then using a commercially available cDNA synthesis kit (e.g., GibcoBRL).


Amplification is performed by polymerase chain reaction (PCR). Examples of DNA polymerase include AmpliTaq DNA polymerase (Perkin-Elmer), LA Taq DNA polymerase (Takara) and Pfu DNA polymerase (Stratagene).


Each cycle of amplification conditions consists of 90° C. to 98° C. for 5 seconds to 1 minute (preferably 94° C. for 10 seconds to 1 minute) of a denaturation step, 37° C. to 68° C. for 5 seconds to 3 minutes (preferably 55° C. for 30 seconds to 1 minute) of an annealing step, and 65° C. to 75° C. for 2 seconds to 30 minutes (preferably 72° C. for 30 seconds to 1 minute) of an extension step. The amplification cycle is performed 14 to 40 cycles, preferably 30 cycles. To sufficiently denature template DNA and primers, another denaturation step of 94° C. for 1 to 3 minutes can be added before the above amplification cycles. To completely extend the amplified DNA, another extension step of 72° C. for 2 to 10 minutes may be added after the amplification cycles. Furthermore, when amplification products are not immediately subjected to detection, a step of storing the amplification products at 4° C. is preferably added to avoid nonspecific amplification. Moreover, by performing the annealing step and the extension step at the same temperature, reaction time can be simplified and shortened.


Subsequently, the amplification product is subjected to agarose gel electrophoresis, and then stained with ethidium bromide, SYBR Green solution or the like. The amplification product is then detected as a band, so that the presence of each koji mold can be determined. Instead of agarose gel electrophoresis, polyacrylamide gel electrophoresis or capillary electrophoresis may be performed. Moreover, PCR is performed using primers pre-labeled with a fluorescent dye or the like, so that amplification products can also be detected. Furthermore, other detection methods that do not require electrophoresis can be employed herein. Such methods involve causing the amplification products to bind with a solid phase such as a microplate, and then detecting the product using fluorescence, enzyme reaction, or the like.


When hybridization is performed, probes labeled with a radioactive isotope such as 32P or 35S or digoxigenin (DIG) are hybridized to sample DNA, and then detection can be performed using autoradiography, an image analyzer or the like.


There are various koji mold mutants (substitution, deletion and insertion) used according to the production purpose, but the details of the mutants have not usually been elucidated. Therefore, with a certain kind of probe, signals to be originally detected cannot often be detected due to the lack of a gene corresponding to the probe. Hence, detection is performed using a large number of probes (to increase redundancy), so as to remove exceptional detection results due to mutation and thus to enable precise detection. The number of probes used in this case is between 1 and 100, and is preferably between 2 and 5.


Therefore, the use of the detection results obtained by the detection method of the present invention as an indicator make it possible to estimate the growth or fermentation states of a koji mold. For example, when obtained detection results show that koji mold spores are at early germination, it can be estimated that the koji mold is in a growth state insufficient for fermentation production. When obtained detection results indicate a nutrient-deficient condition, it can be estimated that the growth state of the koji mold has already passed through the best state. Furthermore, when obtained detection results indicate a nutrient-rich condition, it can be estimated that the koji mold is in a good state for fermentation, and efficient fermentation production can be continued. Moreover, when obtained detection results show that a koji mold is in a solid culture condition, it can be estimated that fermentation of solids is insufficient and there is a need to proceed with fermentation by continuing the fermentation state for the koji mold.


Furthermore, in the case of assay for mutants, mutants wherein only a certain gene expression is abnormal are often found by detection using a large number of probes. Based on the results, a gene directly involved in mutation of the mutant can be identified. This enables the efficient improvement (breeding) of species based on the identified mutation. The number of probes to be used in this case is between 1 and 100, and is preferably between 5 and 20.





BRIEF DESCRIPTION OF THE DRAWINGS


FIG. 1 shows photographs showing the monitored growth states of Aspergillus in the fermentation of steamed rice.



FIG. 2 shows a photograph showing the monitored nutrient states of Aspergillus in the solid fermentation of soybeans.





BEST MODE OF CARRYING OUT THE INVENTION

The present invention will be hereafter described in detail by referring to examples. However, the technical scope of the present invention is not limited by these examples.


Example 1
Setting for Culture Condition

(1) Nutrient-Rich Library


The Aspergillus oryzae strain RIB40, a koji mold, was cultured in YPD media (1% yeast extract, 2% bacto-pepton, 0.04% adenine sulfate and 2% glucose) for 22 hours, and then mRNA was prepared from the obtained cells by a method using guanidium thiocyanate. cDNA was synthesized using primers for reverse transcription of a Marathon cDNA synthesis kit (Clontech). The adapter used herein was the EcoR I adaptor of the Directional Cloning Tool Box (Pharmacia). The vector used herein was pBluescript SKII+, and the above cDNA was inserted into the EcoR I-Not I site in the 5′ to 3′ direction. Escherichia coli XL1-Blue was transformed with the vector, plasmids were prepared by the alkaline method, and sequenced using a M13 universal primer.










(SEQ ID NO: 6007)









Primer for reverse transcription



5′-pTTCTAGAATTCAGCGGCCGCTTTTTTTTTTTTTTTTTTTTTTTTTT





TTTTVN-3′





(V = A, C or G, N = A, T, G or C)


EcoR I adaptor


5′-AATTCGGCACGAGG-3′





3′-GCCGTGCTCCp-5′






As a result, DNAs having the nucleotide sequences represented by SEQ ID NOS. shown in the 1st row of Table 1 were obtained.


(2) Solid Culture Library



Aspergillus suspended in water for conidia was added to wheat bran, cultured at 30° C. for 27 hours, and then the cells were collected. When the state and appearance of the cells at this time were visually observed, aerial hyphae were clearly recognized, but conidia formation had not begun. The cells were disrupted in liquid nitrogen, and then total RNA was separated by the Cathala method. mRNA was separated by the Oligotex method. cDNA was synthesized using a superscript cDNA plasmid system (GIBCO BRL). The vector used herein was pSPORT1 provided with the kit, and the cDNA was inserted into the Sal I-Not I site. Transformation, plasmid preparation, sequencing methods and the like are the same as those used for the nutrient-rich library.










(SEQ ID NO: 6008)









Primer for reverse transcription



5′-pGACTAGTTCTAGATCGCGAGCGGCCGCCCTTTTTTTTTTTTTTT-





3′





Sal I adaptor


5′-TCGACCCACGCGTCCG-3′





3′-GGGTGCGCAGGCp-5′






As a result, DNAs having the nucleotide sequences represented by the SEQ ID NOS. shown in the 3rd row of Table 1 were obtained.


(3) High Temperature Culture Library



Aspergillus was shake-cultured in YPD media at 37° C. for 24 hours, total RNA was extracted from the cells with ISOGEN (NIPPON GENE), and then mRNA was prepared using a mRNA purification kit (Pharmacia). cDNA was synthesized using a cDNA synthesis kit (Pharmacia) and a Not I/Oligo-dT18 primer of a directional cloning toolbox. The obtained cDNA was incorporated into the EcoR I→Not I site of pBluescript SKII+. Transformation, plasmid preparation, sequencing methods and the like were the same as those used for the nutrient-rich library.


As a result, DNAs having the nucleotide sequences represented by the SEQ ID NOS. shown in the 6th row of Table 1 were obtained.


(4) Early Germination Library


Conidia were obtained by culturing Aspergillus on PD (potato dextrose agar) plates at 28° C. for 8 days. The germinated cells were obtained by culturing conidia in SP liquid media (3.5% soluble starch, 2% polypeptone, 0.5% KH2PO4, 0.5% MgSO4.7H2O) at 30° C. for 12 hours. The mixture of conidia and the germinated cells, were disrupted with sea sand in liquid nitrogen, and then mRNA was purified using a Quick Prep Micro mRNA Purification Kit (Amersham Pharmacia Biotech). Subsequently, cDNA was synthesized using a SuperScript™ Choice System for cDNA Synthesis Kit (GIBCO BRL). The vector used herein was pBluescript SKII+, and the cDNA was inserted into the EcoR I-Not I site. Transformation, plasmid preparation, sequencing methods and the like are the same as those used for the nutrient-rich library.


As a result, DNAs having the nucleotide sequences represented by the SEQ ID NOS. shown in the 4th row of Table 1 were obtained.


(5) Alkaline Culture Library


Sterilized cellophane was placed on a CD (Czapek-Dox) agar media adjusted to pH 10. Conidia of the A. oryzae strain RIB40 were inoculated thereon and cultured at 30° C. for 3 days. The cells that had grown on the cellophane were collected, total RNA was prepared using a Total RNA purification kit (SIEGEN), and then mRNA was extracted using a mRNA purification kit (Pharmacia). cDNA was synthesized using a kit (BRL), and then inserted into the Sal I-Not I site of the vector, pSPORT1. Transformation, plasmid preparation, sequencing methods and the like are the same as those used for the nutrient-rich library.


As a result, DNAs having the nucleotide sequences represented by the SEQ ID NOS. shown in the 5th row of Table 1 were obtained.


(6) Maltose Culture Library



Aspergillus was shake-cultured in ACM media (2% malt extract, 0.1% bacto-pepton and 2% glucose) at 37° C. for 24 hours. The cells were collected by filtration, and then washed with natural media (1% bacto-pepton, 0.5% KH2PO4, 0.1% NANO3, 0.05% MgSO4.7H2O). The cells were further shake-cultured in natural media containing 2% maltose at 37° C. for 4 hours. RNA was prepared from the thus obtained cells based on the Okayama-Berg method. mRNA was then purified from total RNA using an oligotex dT30 (Super) (Nippon Roche K. K.), and then cDNA was synthesized according to the cDNA synthesis kit (Stratagene). The thus obtained cDNA was incorporated into the pBluescript KS(+) EcoR I→Xho I site. Transformation, plasmid preparation, sequencing methods and the like are the same as those used for the nutrient-rich library.


As a result, DNAs having the nucleotide sequences represented by the SEQ ID NOS. shown in the 8th row of Table 1 were obtained.


(7) Nutrient-Deficient Library


Cells were cultured in YPD media (1% yeast extract, 2% bacto-pepton, 0.04% adenine sulfate and 2% glucose) for 22 hours, collected by filtration, and then washed with distilled water. The cells were then transferred to and cultured for 8 hours in CD media (Czapek-Dox) containing no carbon source such as glucose, and then mRNA was prepared from the resulting cells. cDNA was synthesized in a manner similar to that used for the nutrient-rich library. The average length of cDNAs of the library was approximately slightly less than 1.5 kbp.


As a result, DNAs having the nucleotide sequences represented by the SEQ ID NOS. shown in the 2nd row of Table 1 were obtained.


(8) Low Temperature Culture Library


15 ml of water was added to 10 g of defatted soybeans to absorb water, 10 g of roasted and crushed wheat was added to the soybeans, and then the mixture was agitated. The mixture was put into a 500 ml Erlenmeyer flask. The flask was sealed with a biosilico cap, autoclaved for 30 minutes, and then cooled. Aspergillus oryzae RIB40 was then inoculated at 1×105 spores/g. After inoculation, koji making was performed at 30° C. (gas phase type) for 34 hours, followed by 3 hours at 25° C. Thus, cDNA was prepared from the RNA of koji at 37 hours after the start of koji making. In addition, at 18 hours and 34 hours after the start of koji making, the Erlenmeyer flask was shaken for agitation. cDNA was synthesized by LD PCR using a SMART cDNA Library Construction Kit (CLONTECH). The vector used herein was λTripEx2 and the cDNA was inserted into the Sfi I site. Transformation, plasmid preparation, sequencing methods and the like are the same as those used for the nutrient-rich library.


As a result, DNAs having the nucleotide sequences represented by the SEQ ID NOS. shown in the 7th row of Table 1 were obtained.


Example 2
Measuring Aspergillus Growth State


Aspergillus conidia were attached to steamed rice for hyphae to grow with water content of 25% at room temperature for 3 days. From the fermentation products at 15 hours and at 2 days after the start of the fermentation production process, RNA was extracted by a method utilizing a combination of a cell wall lytic enzyme and phenol extraction. 1.2% agarose gel electrophoresis containing formaldehyde was then performed. The electrophoresed RNA was transferred onto a nitrocellulose membrane using capillary action. After blocking with a buffer containing casein, the membrane was subjected to hybridization with DIG-labeled RNA probes respectively having an EST sequence, a 3990 (SEQ ID NO: 3990) sequence and a 3847 (SEQ ID NO: 3847) sequence detected under the solid and early germination culture conditions according to the present invention. The membrane was washed several times with a washing solution containing citrate. The membrane was finally washed with 0.2×SSC at 42° C. for 15 minutes, and then treated with a buffer containing anti-DIG antibody and alkaline phosphatase complex and allowed to emit light using CDP-Star, a chemoluminescence reagent. This was imaged with a CCD camera provided with a photosensitizer. When the 3990-derived probe was used, no signal was detected under the nutrient-rich liquid culture condition (control experiment). Signals were detected in both cases at hour 15 and day 2 under the condition using steamed rice. In contrast, when the 3847-derived probe was used, strong signals were detected at hour 15, but they had almost completely disappeared by day 2 (FIG. 1).


At 15 hours after the start of fermentation, conidia were actively germinating. At 2 days after the same, germination was completed, hyphae were actively growing, and the fermentation was proceeding in a solid state. According to the present invention, the precise growth state of Aspergillus could be determined at the genetic level.


Example 3
Measurement of Aspergillus Growth State


Aspergillus hyphae were made to adhere to steamed soybeans, and then fermentation was performed with water content of approximately 30% at room temperature. On days 1, 3 and 5 after the start of fermentation, a part of the fermentation mixture was collected, and then RNA was extracted from the filtration residue by a method using a combination of a cell wall lytic enzyme and phenol extraction. The RNA was subjected to formaldehyde-containing agarose gel electrophoresis, and then transferred onto a nitrocellulose membrane. This membrane was blocked according to a standard method, and then hybridized with a DIG-labeled probe containing the EST nucleotide sequence 988 (SEQ ID NO: 988) obtained under the nutrient-deficient culture condition according to the present invention.


As a result, at days 1, 3 and 5 after the start of culturing, signal intensity continuously increased. Particularly on day 5, signal intensity increased greatly (FIG. 2). In contrast, the signal intensity of a histone gene as a control almost remained unchanged. In this emission condition, it is empirically known that a carbon source derived from a carbohydrate decreases due to consumption from days 3 to 4, and along with this decrease, protease is actively produced. Therefore, by the use of the present invention, the expression state of protease that has been empirically found so far can be genetically found.


This specification includes the content as disclosed in the Japanese Patent Application No. 2001-98371, which is a basis for claiming a priority with respect to the present application. All publications, patents and patent applications cited herein are incorporated herein by reference in their entirety.


INDUSTRIAL APPLICABILITY

The present invention provides a method of detecting the expression of a koji mold gene, and DNAs for specifically measuring the fermentation conditions for a koji mold. With conventional methods, measurement has been performed using secondary factors including the color, odor, pH, water content and the like of fermentation products. In contrast, the present invention is useful in that the actual growth states (fermentation states) of a koji mold can be directly and quantitatively measured according to the method of the present invention. Moreover, the present invention extensively includes almost all genes to be expressed in fermentation production by a koji mold, so that the presence of other genes having sequences similar to that of a target gene can be previously predicted. Furthermore, the present invention is also useful in that the expression amount of a target gene can be precisely measured using probes or primers having nucleotide sequences that are absent in genes other than the target, even when other genes having sequences analogous to that of the target gene are expressed in large quantity.


Sequence Listing Free Text

  • SEQ ID NO: 6007: Synthetic DNA
  • SEQ ID NO: 6008: Synthetic DNA

Claims
  • 1. A DNA (a) or (b) as shown below: (a) a DNA comprising a nucleotide sequence represented by any one of SEQ ID NOS: 1 to 6006; and(b) a DNA hybridizing under stringent conditions to the DNA comprising the nucleotide sequence represented by any one of SEQ ID NOS: 1 to 6006, which can be expressed in filamentous fungi when the filamentous fungi are cultured under at least one culture condition selected from the group consisting of a nutrient-rich culture, nutrient-deficient culture, solid culture, early germination culture, alkaline culture, high temperature culture, low temperature culture and maltose culture conditions.
  • 2. A DNA that can be expressed in filamentous fungi when filamentous fungi are cultured under at least one culture condition selected from the group consisting of a nutrient-rich culture, nutrient-deficient culture, solid culture, early germination culture, alkaline culture, high temperature culture, low temperature culture and maltose culture conditions.
  • 3. The DNA of claim 2 comprising a nucleotide sequence represented by any one of the SEQ ID NOS. shown in the 1st row of Table 1, which can be expressed in filamentous fungi when the filamentous fungi are cultured under a nutrient-rich culture condition.
  • 4. The DNA of claim 2 comprising a nucleotide sequence represented by any one of the SEQ ID NOS. shown in the 2nd row of Table 1, which can be expressed in filamentous fungi when the filamentous fungi are cultured under a nutrient-deficient culture condition.
  • 5. The DNA of claim 2 comprising a nucleotide sequence represented by any one of the SEQ ID NOS. shown in the 3rd row of Table 1, which can be expressed in filamentous fungi when the filamentous fungi are cultured under a solid culture condition.
  • 6. The DNA of claim 2 comprising a nucleotide sequence represented by any one of the SEQ ID NOS. shown in the 4th row of Table 1, which can be expressed in filamentous fungi when the filamentous fungi are cultured under an early germination culture condition.
  • 7. The DNA of claim 2 comprising a nucleotide sequence represented by any one of the SEQ ID NOS. shown in the 5th row of Table 1, which can be expressed in filamentous fungi when the filamentous fungi are cultured under an alkaline culture condition.
  • 8. The DNA of claim 2 comprising a nucleotide sequence represented by any one of the SEQ ID NOS. shown in the 6th row of Table 1, which can be expressed in filamentous fungi when the filamentous fungi are cultured under a high temperature culture condition.
  • 9. The DNA of claim 2 comprising a nucleotide sequence represented by any one of the SEQ ID NOS. shown in the 7th row of Table 1, which can be expressed in filamentous fungi when the filamentous fungi are cultured under a low temperature culture condition.
  • 10. The DNA of claim 2 comprising a nucleotide sequence represented by any one of the SEQ ID NOS. shown in the 8th row of Table 1, which can be expressed in filamentous fungi when the filamentous fungi are cultured under a maltose culture condition.
  • 11. The DNA of any one of claims 1 to 10, wherein the filamentous fungi are microorganisms belonging to the genus Aspergillus, the genus Penicillium, the genus Humicola, the genus Trichoderma, the genus Mucor or the genus Fusarium.
  • 12. The DNA of claim 11, wherein the microorganism belonging to the genus Aspergillus is a koji mold.
  • 13. The DNA of claim 12, wherein the koji mold is Aspergillus oryzae.
  • 14. A primer set of at least two primers for amplifying a filamentous fungus gene, wherein the two primers are selected from the group consisting of nucleotide sequences prepared from the whole or the partial regions of a plurality of DNAs selected from the DNAs of claims 1 to 10.
  • 15. A probe for detecting a filamentous fungus gene, comprising a nucleotide sequence prepared from the whole or the partial regions of a plurality of DNAs selected from the DNAs of claims 1 to 10.
  • 16. A method of detecting filamentous fungi, comprising synthesizing cDNA from RNA extracted from filamentous fungi, amplifying the cDNA using the primer set of claim 14, and detecting a filamentous fungus gene from the obtained amplification product.
  • 17. A method of detecting filamentous fungi, comprising hybridizing the probe of claim 15 to RNA extracted from filamentous fungi and detecting a filamentous fungus gene from the obtained product.
  • 18. A method of estimating the growth states or the fermentation function of filamentous fungi using the results obtained by the detection method of claim 16 or 17 as an indicator.
  • 19. The method of any one of claims 16 to 18, wherein the filamentous fungi are microorganisms belonging to the genus Aspergillus, the genus Penicillium, the genus Humicola, the genus Trichoderma, the genus Mucor or the genus Fusarium.
  • 20. The method of claim 19, wherein the microorganism belonging to the genus Aspergillus is a koji mold.
  • 21. The method of claim 20, wherein the koji mold is Aspergillus oryzae.
Priority Claims (1)
Number Date Country Kind
2001-98371 Mar 2001 JP national
PCT Information
Filing Document Filing Date Country Kind 371c Date
PCT/IB02/00890 3/22/2002 WO 00 4/16/2004