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Quality control of Saccharomyces
yeasts: differentiation of species level
and strain grouping using COX 2 gene
analysis and MALDI-TOF-MS analysis
Hiroko Kawasaki1, Shinya Ninomiya1, Kanae Teramoto2, Hiroaki Sato3, Ken-ichiro Suzuki11NITE Biological Resource Center (NBRC), National Institute of Technology and Evaluation (NITE)2JEOL Ltd., 3Resarch Institute for Environmental Management Technology, National Institute of Advanced Industrial Science and Technology (AIST)
Background
Genus Saccharomyces
The Genus Saccharomyces plays an important role in
human activities. They are used as fermenting agents
worldwide and stand out as model eukaryotic organisms in
various fields of biological science ranging from
biochemistry to genomics.
Taxonomy of Saccharomyces
The modern phylogenetic concept of Saccharomyces
based on D1/D2 domain of LSU rDNA, ITS1-5.8S-ITS2,
EF-1α, Mt Sm rDNA and COX2, restricts this genus to
eight species: Saccharomyces cerevisiae, S. bayanus,
S. cariocanus, S. kudriavzevii, S. mikatae, S.
paradoxus, S. pastorianus, S. arborilus. Some of the
Saccharomyces species were transferred to three
genera Kazachstania, Lachancea and Naumovia.
Objective
Saccharomyces species have various characterizations in strain
level
- yield of ethanol production
- ability for osmotolerance
- variety of organic compound etc.
In NBRC Yeast Collection
- 760 strains of Saccharomyces species are collected
- 551 strains are opened to the public
Because of the potential value of Saccharomyces yeast at the strain
level, discrimination and grouping of strains are needed.
In this study, we aimed to apply the high resolution biomarker for
grouping and identification of the genus Saccharomyces.
High resolution biological marker
1. Cytochrome oxidase subunit II (COX2)
- located on mitochondrial gene
- molecular phylogenetic analysis
2. Ribosomal subunit proteins
- one component of the cytoplasm ribosome
- comparative mass spectra analysis using MALDI-TOF MS
LSU rDNA D1/D2 domain:
- main current for identification in species level
- the guideline “representatives of different species tend to show
at least 1% divergence in this sequence." by Kurtzman & Robnett
(1998)
It is effective for the identification of general ascomycetos yeast,
but it is unsuitable for the identification of Saccharomyces species.
LSU rDNA D1/D2 Domain vs. COX2 gene
1 2 3 4 5 6 7 8 9
1. S. cerevisiae - 96 93 98 98 nd 92 93 91
2. S. cariocanus 99 (4) - 94 96 96 nd 91 93 92
3. S. kudriavzevii 99 (8) 99 (4) - 94 94 nd 92 92 88
4. S. mikatae 98 (12) 99 (8) 98 (10) - 98 nd 92 93 90
5. S. paradoxus 99 (5) 100 (1) 99 (5) 99 (7) - nd 91 92 90
6. S. arborilus 98 (10) 99 (3) 99 (5) 99 (9) 99 (4) - nd nd nd
7. S. bayanus 98 (11) 98 (9) 99 (7) 98 (11) 99 (8) 99 (8) - 97 89
8. S. pastorianus 98 (11) 98 (9) 99 (7) 98 (11) 99 (8) 99 (8) 100 (0) - 90
9. Lachanceakluyveri
93 (39) 93 93 92 93 93 93 93 -
The triangle under the left shows similarity (%) of LSU rDNA D1/D2 and the number in
parentheses shows the number of base substitution.
The upper right triangle shows similarity (%) of the COX2 gene.
The type strains were used.
LSU rDNA D1D2 vs COX2 gene
Reverse
Forward
NameNBRC
strainSequences
LSU rDNA blast
homology search
Cox2 blast
homology searchCluster
Saccharomyces
cerevisiae103978
Triple ‘T’ insertion
at position 106
bases
100% (585/585)
Saccharomyces sp.
AJ938046 CBS 8615
97% (597/611)
Saccharomyces
cerevisiae
AY244992 CBS 1171T
S. cerevisiae
cluster 1
All of the COX2 gene studied are single sequences.
LSU rDNA D1D2 tree
162510673106741067510676109591096010961109621889101844 1018110922109231092410956109571095810915021503160298117102640724117411084183810869108671091610917 10008100091085110852025407521957 0285113811391956199210862108631086410868108650211 1892189318941084710848109551019991685 0320027111281141117011082114209561169 10849108501094606761948106101097102130220025102970539057310481344162019611055710558105631102211023110241096810970109690250026506151097213432031101581054910550105511020001803 10998110001100111002109971099611003181518161099510990109910492180205751099310999109941060910695105521055310554105551055602591804180502631020011020021020031020041020051094710948100908531005519911995183418371831183202100258021702220203106936101010460206122517290718105148102006084708500218100803370614055502560225024302481021720181662028302890304030510559105601346143921142115226023422347235917271728183319581955195419531952195119501949237710011105147106934075110451089084902160971033405380268022102240234024510661101591661027402820292029303090317123412652106211221642252234523462375237610514105151001010012236323732343234421162133204320441226144403060308029002910253026116601051602490244023302230565026704900333096508770848104910140735105149072502090205101557100929
0.01
Sacch
aro
myces
NJ/294
strains 294 strains of Saccharomyces stocked in
NBRC are re-classified based on the LSU
rDNA D1D2 sequences.
83 strains were obtained to become a
member of thee genera Lachancea,
Naumovia and Kazachstania and two
unknown groups.
Saccharomyces strains form a
monophyletic cluster.
Naumovia
Lachancea
Kazachstania
067619481061010971021302200251029705390573104813441620196110557105581056311022110231102410968109701096902500265061510972134320311015810549105501055110200018031099010991049218020575 10998110001100111002109971100318151816109951099610993109991099410609106951055210553105541055510556025918041805026310200110200210200310200410200510947109481009 0203020607181069360850061402431662030514392342172819541950105147108903340224101590292123421641046 1225172910200610080256102170289105602115235919581952237707510216026802450274030921062345 0210025802170222105148084703370225201803041346226017271955195110011104509710221106610282031721122346 08531005519911995183418371831183210100218055502480283105592114234718331953194910693408490538023416610293126522522375237610514105151001010012236323732343234421162133204320441226144403060308029002910253026116601051602490244023302230565026704900333096508770848104910140735105149072502090205101557100929
0.002
162510673106741067510676109591096010961109621889101844 1018110922109231092410956109571095810915021503160298117102640724117411084183810869108671091610917 10008100091085110852025407521957 0285113811391956199210862108631086410868108650211 1892189318941084710848109551019991685 0320027111281141117011082114209561169 10849108501094606761948106101097102130220025102970539057310481344162019611055710558105631102211023110241096810970109690250026506151097213432031101581054910550105511020001803 10998110001100111002109971099611003181518161099510990109910492180205751099310999109941060910695105521055310554105551055602591804180502631020011020021020031020041020051094710948100908531005519911995183418371831183202100258021702220203106936101010460206122517290718105148102006084708500218100803370614055502560225024302481021720181662028302890304030510559105601346143921142115226023422347235917271728183319581955195419531952195119501949237710011105147106934075110451089084902160971033405380268022102240234024510661101591661027402820292029303090317123412652106211221642252234523462375237610514105151001010012236323732343234421162133204320441226144403060308029002910253026116601051602490244023302230565026704900333096508770848104910140735105149072502090205101557100929
0.01
Sacch
aro
myces
NJ/294
strains S. cerevisiae
S. mikatae
S. bayanus
S. pastorianus
S. kudriavzevii
S. cariocaus
S. paradoxus
NJ/211
strains
99
92 10096
63
73
100
9963
70
Saccharomyces species are monophyletic in the LSU r DNA tree.
LSU rDNA D1D2 tree
COX2 gene tree
0213025102650573101581055010551109721102202501947105491096810969109701097110200002200297053906761048162019481961196220032027203110010100111001210557105581061011023110241343134410563 049222261802109911803109900282028303060304030803092114213321642345237602030205101591051503340209024402490267030505551069340965126523422343234423731008108902251069360490105148105149033308771051610514 18051020051099602180222105146102170853183218341991199510055195119521955023317271728 10998110031100018150259026310553105541055510609102002102003102004102006105561055210695102001 0245025605750262101418311833225210559 10947109481009 18161099510997110011100210992109941099910993180402100217025802160224105147211521162112028902900291029202932346056510155723472377022303170337123413462043204421062375101010461958024319492018026802741729072518361837195019971998053819940718 0735097110092912251226143914441045023423592363061402060248026116601661166206151954106612260162519530848084907511049025308470221085010560
0.01
S. bayanus cluster 1
S. pastorianus & S. bayanus
cluster 1
S. kudriavzevii cluster 1
S. cerevisiae cluster 1
S. cerevisiae cluster 2
S. mikatae cluster 1
S. cariocaus cluster 1
S. mikatae cluster 2
S. mikatae cluster 3
S. cerevisiae cluster 4
S. paradoxus cluster 1
S. paradoxus cluster 2
S. cerevisiae cluster 5
S. kudriavzevii cluster 2
NJ /224
strains
S. cerevisiae cluster 3
S. cariocaus cluster 2
Grouping within S. cerevisiae based on Cox2
02100217
025802160224
105147211521162112
0289029002910292029323460565101557234723770223
031703371234134620432044210623751010
1046195802431949201802680274
17290725
18361837195019971998053819940718
07350971100929
12251226
14391444
10450234
2359236306140206024802611660166116620615
1954106612260162519530848084907511049025308470221085010560
0.005
0282028303060304030803092114213321642345237602030205
1015910515
033402090244024902670305055510693409651265234223432344237310081089
022510693604901051481051490333
087710516
10514
02180222105146
102170853183218341991199510055
195119521955
023317271728
0245025605750262
101418311833225210559
S. cerevisiae
cluster 1:
alcoholic
beverage, wine,
bear,
Japanese sake,
Chinese wine
S. cerevisiae cluster 5:
alcoholic beverage,
mainly Japanese Sake,
Starter of Chinese wine
and Thai koji
S. cerevisiae cluster 2:
white wine & fermenting
must of champagne
grapes S. cerevisiae
cluster 3:
unknown
COX 2 gene is a good molecular marker for grouping
and discrimination of Saccharomyces strains.
S. cerevisiae cluster 4:
alcoholic beverage,
mainly wine
S. mikatae vs. S. cariocanus
0213025102650573101581055010551109721102202501947105491096810969109701097110200002200297053906761048162019481961196220032027203110010100111001210557105581061011023110241343134410563 049222261802109911803109900282028303060304030803092114213321642345237602030205101591051503340209024402490267030505551069340965126523422343234423731008108902251069360490105148105149033308771051610514 1805102005109960218022210514610217085318321834199119951005519511952195502331727172810998110031100018150259026310553105541055510609102002102003102004102006105561055210695102001024502560575026210141831183322521055910947109481009181610995109971100111002109921099410999109931804021002170258021602241051472115211621120289029002910292029323460565101557234723770223031703371234134620432044210623751010104619580243194920180268027417290725183618371950199719980538199407180735097110092912251226143914441045023423592363061402060248026116601661166206151954106612260162519530848084907511049025308470221085010560
0.01
S. mikatae
cluster 1
S. mikatae
NBRC 1815T
S. mikatae cluster 3
Source Country
S. mikatae cluster 1 Tree exudate
Partially decayed leaf
soil
Japan
S. mikatae cluster 2 Soil
Partially decayed leaf
Japan
S. cariocanus cluster 1 Fruit fly Brazil
LSU rDNA
D1/D2
(%)
ITS-5.8S-
ITS2
(%)
COX2
(%)
DNA-DNA
hybrid.
(%)
S.
m.
S.
c.
S.
m.
S.
c.
S.
m.
S.
c.
S.
m.
S.
c.
S. mikatae
NBRC 1815T
100 98 100 98 100 98 100 47
S. mikatae
NBRC 10994
98 98 99 98 97 97 84 48
S. mikatae
NBRC 10999
98 98 99 98 97 97 83 33
S. cariocanus
NBRC 10947T
98 100 98 100 98 100 32 100
S. cariocanus
COX2
gene tree
Saccharomyces bayanus and S. pastrianus
02130251026505731015810550105511097211022
02501947
1054910968109691097010971102000
0220029705390676104816201948196119622003202720311001010011100121055710558106101102311024
1343134410563
Group 1
Main source:
Brewer's yeast (Lager)
Mixed with S. byanus
Group 2
Main source:
Fermenting mustAle Beer
0.01
S. cerevisiae
S. cerevisiae
Saccharomyces
pastrianus
Saccharomyces
bayanus
COX2 gene tree
2. Ribosomal Subunit Protein Analysis
using MALDI-TOF MS
Matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOFMS) is an emerging tool for microbe characterization and differentiation at the species and strain levels. Early reports focused on rapid identification of intact whole bacteria. Recently the MALDI-TOFMS analysis of intact yeast cells has been reported.
On the other hand, variability of data by the difference of the culture condition is problem in the method of the above-mentioned.
To solve this problem, we focus to the ribosomal subunit proteins as the biomarker for the identification of yeast.
Method
14
1. Wet cells (24 hours culture)
2. Purification of ribosomal proteinusing ultra centrifugation
4. Mass spectral analysis of protein using MALDI-TOFMS
3. Selection of bio-markerThe theory value of the observation mass calculated based on the registration amino acid
array of each ribosome subunit protein of genome sequenced S. cerevisiae NBRC 1136 was
compared with the peak on the spectrum MALDI mass of the refinement ribosome protein.
The one within 150ppm in error margin was used as biomarkers.
6000 7000 8000 9000m/z
10000 11000 12000 13000 14000 15000 16000
x10
L39
L29
L38
S2
8-B
S3
0
S3
1
S2
8-A
L37
-AS
21
-A,B
L42
L33
-A
L36
-B
L22
-A
L31
-A
S2
0-A S
20
-B
L2
6-A
,B
S2
2-A
,BL
32
S2
4L
27
-A
S1
9-B
matrix: sinapinic acid
Range of measurement : m/z 6000-17000
S. cerevisiae NBRC1136 MALDI mass spectra
Ribosomal protein
(Teramoto et al., 2007)
Result 1: Genus level Based on the S. cerevisiae whole
genome sequence, 56 ribosome
proteins (Small subunit) and 81
ribosome proteins (Large subunit)
are presumed .
In this study, the MALDI mass
spectra were observed in the
range of m/z, and used at least 40
kinds of proteins as molecular
information.
Saccharomyces species show
clearly different molecular
patterns from other related genera,
Naumovia and Kazachstania.
Possibility to distinguish
at genus level S. bayanus
NBRC11022T
S. pastorianus
NBRC11029T
S. kudriavzevii
NBRC1802T
S. mikatae
NBRC1815T
S. cariocanus
NBRC10947T
S. paradoxus
NBRC10609T
S. cerevisiaeNBRC1136
Kazachstania unisporaNBRC215T
Naumovia dairensisNBRC211T
S. cerevisiae
NBRC10217T
7000 7800m/z
6000
L39 L29 S29B S28B S28AS30
16
Six species of Saccharomyces show the different patterns in two or more
ribosome subunit proteins. It shows the possibility to distinguish at species
level.
Differentiation among Saccharomyces species
S. pastorianus
S. bayanus
S. kudriavzevii
S. mikatae
NBRC10217
S. cerevisiaeNBRC 1136
S.
cariocanus
100
S. paradoxus
54
63
60
100
0.002
LSU
rDNA
D1/D2
tree
7000 8000 9000
S. bayanus
NBRC11022
S. pastorianus
NBRC11024
S. kudriavzevii
NBRC1802
S. mikatae
NBRC1815
S. cariocanus
NBRC10947
S. paradoxus
NBRC 10609
S. cerevisiae
NBRC1136
S. cerevisiae
NBRC10217T
m/z
S30
S28
B
S28
AS31
L38
6500 7000
L39 L29S29B
S29A
S. pastorianus
NBRC10217
S. bayanus
NBRC11022
S. kudriavzevii
NBRC1802
S. mikatae
NBRC1815
m/z
The S. mikatae-S. cariocanus immediate
group (green) can be distinguished at S24
and S30, which result corresponded to the
relationships based on the LSU rDNA
D1/D2, ITS and COX2.
Closely related strains: S. mikatae and S. cariocanus
S. mikatae
MALDI/TOFMS
tree
100908070
NBRC 1816
NBRC 10995
NBRC 10994
NBRC 10993
NBRC 11000
NBRC 1815T
100
98
100100
98
97
99
LSU
rDNA
D1D2COX2
14600 14800 15000 15200 15400
L32 S24-
Ac
L27A
S. mikatae
NBRC10995
S. mikatae
NBRC1815
S. cariocanus
NBRC 10947T
S. mikatae
NBRC 10994
S. mikatae
NBRC 10999
m/z
The MALDI/TOF MS result corresponded
to the relationships based on the LSU
rDNA D1/D2 and COX2.
Possibility to distinguish at below
the species level
18
All of the S. cerevisiae strains have similar MALDI mass spectra.
But, some strains which have some substitutions of LSU rDNA D1D2 (1-2
bases) show the different spectra at L28 and S13.
L28 or S13 will be a biomarker for grouping?
S. cerevisiae: at below the species level
NBRC
no.
LSU rDNA
D1/D2
Similarity
1136 (Genome
strain)
-
10217 100%
0203, 0205,
2260, 10010 100%
0210 1base
substitution
1837 2base
substitution
15500 16000 16500 17000m/z
S24-AcL27A
L25S19B L28 S13
NBRC 0203
NBRC 10010
NBRC 2260
NBRC 10217
(Type strain)
NBRC 0205
NBRC 0210
NBRC 1837
NBRC 1136
(Genome strain)
Conclusions
COX2 phylogenetic analysis and ribosomal subunit mass spectra analysis
were applied to the grouping and discrimination of yeast Saccharomyces.
COX2:
The base substitution rate of the COX2 gene was larger than that of the LSU
rDNA D1/D2. More than two clusters were formed in the homogeneous group.
It show that COX2 becomes a molecular marker for grouping and
discrimination. Now we have used the COX 2 gene analysis for the quality
control of Saccharomyces group in NBRC yeast collection.
Ribosomal subunit proteins:
Several different peaks were observed in the Saccharomyces species used
by MALDI-TOF MS. This method might be useful for the identification at the
genus and species level. A few information can be used to distinguish in
homogenous group.
It will be necessary to analyze the specific ribosomal subunit proteins for
biomarker in each level. Future tasks are the promptness of the purification
of the ribosome protein and making to the data base.