Some of operating AD performed poor Evaluated by monitoring only the
Chapter 1 Operation General Operation General Introduction Introduction Condition Condition
H H H H H H H H -- Semi Batch Feeding Semi Batch Feeding -- Temp. = 37 Temp. = 37 o o C C
G G G G G G G G S SSSSSSS
Chapter 2
-- Volume = 0.8 L Volume = 0.8 L Functional Functional Bacterial and Archaeal Community Bacterial and Archaeal Community Structures Structures of Major of Major
A A A A A A A A -- pH = 6.5 pH = 6.5 – – 7.5 7.5 Trophic Groups in a Full Trophic Groups in a Full--Scale Anaerobic Sludge Digester Scale Anaerobic Sludge Digester
B B B B B B B B C C C C C C C C -- SRT = 30 d SRT = 30 d -- C load = 1.5 gL C load = 1.5 gL --1 1 Ebetsu City Anaerobic --1 Ebetsu City Anaerobic d d 1
MS MS MS MS MS MS MS MS
Digester Plant Sludge Chapter Digester Plant Sludge p 3 Assessment of Shift Assessment of Shift in Phylogenetic Microbial Diversity in Response in Phylogenetic Microbial Diversity in Response
Digester Digester Digester Digester Digester Digester Digester Digester to a Substrate Perturbation of a Mesophilic Anaerobic Digester to a Substrate Perturbation of a Mesophilic Anaerobic Digester
Milk Added Anaerobic Milk Added Anaerobic Milk Added Anaerobic Milk Added Anaerobic
Digester Sludge Digester Sludge
Performance Performance Performance Performance
Chapter 4 Phylogenetic and Functional Phylogenetic and Functional Diversity of Propionate--Oxidizing Diversity of Propionate Oxidizing Bacteria Bacteria in an Anaerobic Digester Sludge in an Anaerobic Digester Sludge
Phylogenetic Phylogenetic
MAR MAR--DAPI analysis DAPI analysis
Micro-- Micro
manipulation manipulation Chapter 5
Analysis Analysis
MAR MAR--FISH analysis FISH analysis
Phylogeny identity Conclusions Conclusions and Recommendations and Recommendations
Biodiversity and
Functional community
phylogeny affiliation
structure/substrate uptake patterns
of intriguing cell
MAR MAR MAR MAR ‐‐DAPI/FISH technique ‐‐DAPI/FISH technique DAPI/FISH DAPI/FISH technique technique
Confocal Laser
Samples Samples
Scanning Microscopy
CLSM
Incubation [ 14 C] Substrates
3 h, 37 o C DAPI/FISH
MAR
Fluorescence Transmission
Microautoradiography Microautoradiography Washing Fixation
Silver grain
DAPI/FISH DAPI/FISH
by MAR
Making Film Exposure Development
Counting Counting
Functional Functional Functional Functional Microbial Groups of AD Microbial Groups of AD Microbial Groups of AD Microbial Groups of AD
Chapter Chapter Chapter Chapter 2 2 2 2
Lactose Lactose Polym er Polym er
hydrolytic bacteria Functional hydrolytic bacteria Functional Bacterial and Archaeal Community Structures of Bacterial and Archaeal Community Structures of Major Major Trophic Groups in a Full‐‐Scale Anaerobic Sludge Trophic Groups in a Full Scale Anaerobic Sludge
G alactose G alactose G alactose G alactose
G lucose G lucose G lucose G lucose
Digester Digester
ferm entative bacteria ferm entative bacteria
(Water Research, 2007, doi:10.1016/j.watres.2006.12.036)
Propionate Propionate Propionate Propionate
Discussion Topic: Discussion Topic:
H H 2, C O 2 2, C O 2 B utyrate B utyrate
A cetate A cetate
fatty acids- the community structures (diversity and relative abundance) fatty acids- the community structures (diversity and relative abundance) of of oxidizing bacteria oxidizing bacteria
m ethanogens m ethanogens
major bacterial and archaeal trophic communities groups in major bacterial and archaeal trophic communities groups in
CH CH CH CH 4 4 4 4 CO CO CO CO 2 2 2 2
anaerobic digester sludge anaerobic digester sludge
The The most susceptible members : most susceptible members : propionate propionate ‐‐, butyrate , butyrate‐‐, acetate , acetate‐‐utilizing microbes utilizing microbes
The The The The objectives objectives objectives objectives
Methodology Methodology Methodology Methodology
• mesophilic • mesophilic
phase • • intermittent intermittent (40ºC) two‐‐phase AD (40ºC) two AD
for for 120,000 p.e. 120,000 p.e. substrate of excess sludge from WWTP substrate of excess sludge from WWTP Operation Operation Condition Condition
Their diversity and population sizes Their diversity and population sizes
• pH are • are still unknown still unknown • SRT • pH SRT = ≈≈ 7.5 = 7.5
33 S S S S S S S S d 33 d
H H H H H H H H -- Semi Batch Feeding Semi Batch Feeding
• •C C load = 2.5 kg m load = 2.5 kg m G G G G G G G G ‐3
-- Temp. = 37 Temp. = 37 o day o day C C -- Volume = 0.8 L Volume = 0.8 L
• A • phosphate
production = 1 × production = 1 B B B B B B B B C C C C C C C C ×10 10 6 6 m m 3 3 year year -- pH = 6.5 pH = 6.5 – -- SRT = 30 d SRT = 30 d ‐1 , , with 55% CH with 55% CH – 7.5 7.5 4 4
Information Information is is needed needed to to enhance enhance
Ebetsu City Anaerobic Ebetsu City Anaerobic
MS MS MS MS MS MS MS MS
-- C load = 1.5 gL C load = 1.5 gL --1 1 d d --1 1
the the performance & stability of AD performance & stability of AD p p y y
Digester Plant Sludge Digester Plant Sludge
Milk Added Anaerobic Milk Added Anaerobic Milk Added Anaerobic Milk Added Anaerobic
Digester Digester Digester Digester
Digester Sludge Digester Sludge
Performance Performance
To characterize, quantify : • Functional community structure (diversity & abundance)
Phylogenetic Phylogenetic
MAR--DAPI analysis MAR DAPI analysis
Micro-- Micro
of major trophic groups of propionate-, butyrate-,
Analysis Analysis
MAR MAR--FISH analysis FISH analysis
manipulation manipulation
acetate- and glucose-utilizing microbes
Universal Bacteria and
•Group-specific FISH probes .
Most active MAR-
Archaea primer sets
•[ 14 C]glucose,[ 14 C]propionate,
positive cells
[ 14 C]butyrate,[ 14 C]acetate.
Microbial Microbial Microbial Microbial diversity in AD (clones library) diversity in AD (clones library) diversity in AD (clones library) diversity in AD (clones library)
Microbial Microbial Microbial Microbial diversity in AD (FISH analysis) diversity in AD (FISH analysis) diversity in AD (FISH analysis) diversity in AD (FISH analysis)
Total DAPI = 1.2 × 10 10 cells ‐1 10 g‐VSS
P I (%)
Total Total specific Bacteria probes specific Bacteria probes
Total Total DAPI DAPI
Tot. Tot. specific Archaea probes specific Archaea probes 6 Total Total DAPI DAPI
e /T otal DA e = 13% 4 13%
FISH-positiv
Most Most frequent frequent Bacteria Bacteria clones clones : Bacteroidetes : Bacteroidetes > > Firmicutes Firmicutes > > Chloroflexi Chloroflexi Most Most frequent frequent Archaea Archaea clones clones : Methanosaeta : Methanosaeta > > Methanospirillum Methanospirillum
Bacteria Bacteria ‐‐targeted probes targeted QUANTIFICATION probes QUANTIFICATION Æ Æ FISH FISH using using group‐‐specific probes group specific probes
Name of probe
Archaea Archaea ‐‐targeted probes targeted probes
Cross Cross Cross Cross ‐‐feeding in MAR ‐‐feeding in MAR feeding feeding in MAR‐‐FISH experiment in MAR‐‐FISH experiment FISH FISH experiment experiment Time Time Time Time course analysis at different incubation period course analysis at different incubation period course analysis at different incubation period course analysis at different incubation period
Lactose Lactose Polym er Polym er hydrolytic bacteria hydrolytic bacteria
Samples Samples Samples Samples
Scanning Microscopy Scanning Microscopy Confocal Laser Confocal Laser
Incubation Incubation
CLSM CLSM CLSM CLSM
G alactose G alactose G alactose G alactose G lucose G lucose G lucose G lucose ferm entative bacteria ferm entative bacteria
[ [ 14 14 C] Substrates C] Substrates 3 h, 37 3 h, 37 o o C C
Fluorescence Transmission DAPI/FISH Fluorescence Transmission DAPI/FISH MAR MAR
Propionate Propionate Propionate Propionate
Washing Washing Washing Washing Microautoradiography Microautoradiography Microautoradiography Microautoradiography Fixation Fixation
H H 2 2 ,CO ,CO B utyrate 2 B utyrate 2 A cetate A cetate
Silver grain Silver grain
DAPI/FISH DAPI/FISH DAPI/FISH DAPI/FISH
Making Film Making Film
by MAR by MAR
oxidizing bacteria fatty acids- oxidizing bacteria fatty acids- m ethanogens m ethanogens
Development Development Exposure Exposure
Counting Counting Counting Counting
CH CH CH CH 4 4 4 4 CO CO CO CO 2 2 2 2 Substrate Substrate cross cross‐‐feeding might occur at the feeding might occur at the
All All of the process of the process proceed proceed simultaneously simultaneously
prolonged prolonged incubation time incubation time
9 9 ‐‐h incubation time was appropriate h incubation time was appropriate to to prevent cross‐‐feeding prevent cross feeding
Substrate Substrate Substrate Substrate uptake patterns of microbes uptake patterns of microbes uptake patterns of microbes uptake patterns of microbes Functional Functional Functional Functional community composition (of total cells) community composition (of total cells) community composition (of total cells) community composition (of total cells)
Green Red Green Red : EUB338 : EUB338 : GNSB : GNSB‐‐941 941
Green Green : SmiSR354
Red Red : EUB338 : EUB338 : SmiSR354
Butyrate 3% Acetate
Red Red Green Green : EUB338 : EUB338 : BET42a : BET42a
Red Red Green Green : ARC915 : ARC915 : MX825 : MX825
Others 77%
Glucose Glucose--fermenting bacteria fermenting bacteria
: 10% : 10% Propionate Propionate--utilizing bacteria utilizing bacteria : 4 : 4% % Butyrate Butyrate--utilizing bacteria utilizing bacteria
19 Acetate Acetate--utilizing microbes utilizing microbes
Glucose Glucose Glucose Glucose ‐‐utilizing community composition ‐‐utilizing community composition utilizing utilizing community composition community composition Propionate Propionate Propionate Propionate ‐‐utilizing community composition ‐‐utilizing community composition utilizing utilizing community composition community composition
TM7905 4% Spiro1400
Others 5%
SmiSR354 SmiSR354 : : Synbac824 Synbac824 6% CFB719
GNSB--941 GNSB 941 : : HGC69A HGC69A
Smithella Smithella sp. >> Syntrophobacter sp. >> Syntrophobacter LGC354
GAM42a
Synbac824
GNSB 941 GNSB-941
Hitherto Hitherto unknown function unknown function
Spirochaeta Spirochaeta & &
glucose glucose TM7 candidatus ‐‐utilizers utilizers
TM7 candidatus
were were
BET42a
found found
to be to be
be related with be related with sulfate sulfate concentration concentration
HGC69A
BET42a
BET42a BET42a : : Betaproteobacteria Betaproteobacteria
SmiSR354 SmiSR354 : Smithella : Smithella sp. sp. SR SR
GNSB GNSB ‐‐941 : 941 : Chloroflexi Chloroflexi
Synbac824 Synbac824 : : Syntrophobacter Syntrophobacter sp. sp.
HGC69A HGC69A
: : Actinobacteria Actinobacteria Spiro1400 Spiro1400 : : Spirochaeta Spirochaeta TM7905 TM7905
: : TM7 candidatus TM7 candidatus
Butyrate Butyrate Butyrate Butyrate ‐‐utilizing community composition ‐‐utilizing community composition utilizing utilizing community composition community composition
Acetate Acetate Acetate Acetate ‐‐utilizing community composition ‐‐utilizing community composition utilizing utilizing community composition community composition
Synm700 Synm700 : : LGC354 LGC354
LGC354
Others Bacteria
Bacteria Bacteria : : Archaea Archaea 11%
= = 3 3 : : 1 1 GAM42a
= = 1 1 : : 1 1 LGC354
Hitherto Hitherto found found unknown function unknown function
acetate acetate ‐‐utilizers utilizers Synergistes Synergistes were were
to be to be
Syntrophomonas Syntrophomonas h h group group was was
MX825 MX825
confirmed confirmed
Methanosaeta Methanosaeta sp. sp. Æ most important most
Æ important ‐‐
BET42a
butyrate butyrate ‐‐oxidizer oxidizer to be most important to be most important
acetoclastic acetoclastic
methanogen methanogen
BET42a
Synm700 Synm700 : Syntrophomonas : Syntrophomonas sp. sp.
Others Archaea
LGC354 LGC354
: : Low‐‐G+C bacteria Low G+C bacteria
GAM42a GAM42a : : Gammaproteobacteria Gammaproteobacteria Syn773 Syn773 : Synergistes : Synergistes group group MX825 MX825 : Methanosaeta : Methanosaeta MS821 MS821 : Methanosarcina : Methanosarcina
Identification Identification Identification Identification of active Betaproteobacteria of active Betaproteobacteria of active Betaproteobacteria of active Betaproteobacteria
Betaproteobacteria Betaproteobacteria was was also identified as also identified as fatty fatty ‐‐acids utilizer acids utilizer
This This group group is not affiliated is not affiliated with with syntrophic syntrophic
MAR+ MAR+
association association association association
BET42a BET42a
Micromanipulation, Micromanipulation, FISH FISH using using specific probe, specific probe, & & DAPI DAPI‐‐staining staining
Conclusions Conclusions Conclusions Conclusions
Chapter Chapter Chapter Chapter 3 3 3 3
•• MAR MAR--FISH FISH and and micromanipulation micromanipulation analysis analysis can can be applied be applied successfully for successfully for identification identification and and characterization characterization of of functional functional community structure community structure of of major major trophic trophic groups groups in in AD AD..
Assessment Assessment of Shift in Phylogenetic Microbial Diversity in of Shift in Phylogenetic Microbial Diversity in Response Response to a Substrate Perturbation of a Mesophilic to a Substrate Perturbation of a Mesophilic
•• The fatty The fatty acids acids-- (esp (esp.. propionate propionate-- & & butyrate butyrate--)) utilizing utilizing microorganisms microorganisms had low had low abundance abundance and and were were more specialized more specialized
Anaerobic Anaerobic Digester Digester
to a to few phylogenetic a few phylogenetic groups groups compared compared to to glucose glucose--degrading degrading bacteria.. bacteria
•• Members Members of of Chloroflexi Chloroflexi,, Smithella,, Smithella Syntrophomonas Syntrophomonas and and
Discussion Topic : Discussion Topic :
Methanosaeta Methanosaeta groups groups dominated dominated the glucose the glucose--,, propionate propionate--,, butyrate-- and butyrate and acetate acetate--utilizing utilizing microorganism microorganism community community.
The The comparison comparison of of the the diversity of fatty acids diversity of fatty acids--utilizing utilizing and and •• Despite Despite the the low low abundance, abundance, the the hitherto hitherto unknown unknown metabolic metabolic
a model a model functions functions of of microbes microbes represented represented by by no no or or few few cultivated cultivated
others microbial community others microbial community in a real plant in a real plant and and
laboratory laboratory--scale ADs scale ADs phylogenetically phylogenetically
representatives were representatives were identified identified to to be be members of members of these these groups groups ..
Substrate Substrate Substrate Substrate variation vs microbial diversity variation vs microbial diversity variation vs microbial diversity variation vs microbial diversity
The The The The objectives objectives objectives objectives
COMPLEX
Anaerobic Digester Plant
To compare :
• The phylogenetic diversity of functional groups especially fatty acids-utilizing microbial community in real AD plant sludge and a model laboratory-scale AD sludge sludge
Lab-scale Anaerobic Digester
L/S Collection Gas Bag
By application of :
SIMPLE
Full Full--length length 16S rRNA cloning analysis
37 C 0.8 L
Magnetic Stirrer
Methodology Methodology Methodology Methodology
Diversity Diversity Diversity Diversity of bacterial and archaeal domain of bacterial and archaeal domain of bacterial and archaeal domain of bacterial and archaeal domain
Operation Operation Condition Condition
H H H H H H H H -- Semi Batch Feeding Semi Batch Feeding o o
MADS MADS = 90 Volume = 0.8 L = 90 = 33 = 33
TM -- Temp. = 37 7 Temp. = 37 C C
G G G G G G G G S SSSSSSS
P1 0 Total O Total OTUs : OTUs :
EADS EADS
-- Volume = 0.8 L
-- pH = 6.5 pH = 6.5 – – 7.5 7.5 O P5 11 Total r Total OTUs : OTUs : EADS EADS = 13 = 13
MADS MADS =4 =4
Ebetsu City Anaerobic MADS Ebetsu City Anaerobic
MS MS MS MS MS MS MS MS
-- C load = 1.5 gL C load = 1.5 gL --1 1 d d --1 1 in ac ob te ae ta
MADS EADS
Digester Plant Sludge Digester Plant Sludge
EADS
(EADS) ia (EADS) Milk Added Anaerobic Milk Added Anaerobic Digester Digester Digester Digester g g g g
Digester Sludge Digester Sludge
Performance Performance Performance Performance
m ma ma
Ga tapr
eob
te ria
(MADS) um (MADS) D el ot ac xi Me rill
th an no
•Gas a
• •FA FA concentration concentration
Be tapr ro te ob Ch lo ro fle
0 5 content (as COD) 10 content (as COD)
•C • C composition composition
OTUs number
M et han
• •Solid Solid content content
OTUs number
Major Major group of group of Bacteria Bacteria ::
Major Major group of group of Archaea Archaea ::
Phylogenetic Phylogenetic MAR--DAPI analysis MAR DAPI analysis
Micro-- Micro
Analysis Analysis MAR MAR--FISH analysis FISH analysis
manipulation manipulation
1. 1. Bacteroidetes Bacteroidetes 2. 2. Firmicutes Firmicutes
1. 1. Methanosaeta Methanosaeta
Universal Bacteria and
3. 3. Chloroflexi Chloroflexi
2. 2. Methanospirillum Methanospirillum
Archaea primer sets
4. 4. Proteobacteria Proteobacteria
3. 3. Methanoculleus Methanoculleus
Diversity Diversity Diversity Diversity of Firmicutes phylum of Firmicutes phylum of Firmicutes phylum of Firmicutes phylum
Pelotomaculumthermopropionicum Pelotomaculumthermopropionicum Desulfotomaculumthermoacetoxidans 57 Desulfotomaculumthermoacetoxidans 57 EADS18 (1/521) EADS18 (1/521)
Nr. Nr.
of clones : of clones :
EADS EADS 54 MADS MADS
54 Thermoanaerobacteriumsp. Thermoanaerobacteriumsp.
EADS19 (1/521) EADS19 (1/521)
66 66 Uncultured bacterium SJA Thermoanaerobactermathranii Thermoanaerobactermathranii EADS20 (2/521) EADS20 (2/521) Uncultured bacterium SJA -143 -143
Nr. Nr. of OTUs : of OTUs :
EADS EADS = 25/102 = 25/102
100 100 79 79 Clostridium quercicolum Clostridium quercicolum
MADS8 (1/133) MADS8 (1/133) Uncultured bacterium SJA-112 Uncultured bacterium SJA-112
MADS MADS
100 100 74 74 EADS21 (5/521) EADS21 (5/521) Uncultured bacterium AA01 Uncultured bacterium AA01
59 59 90 EADS22 (4/521) 90 100 100 EADS22 (4/521) MADS9 (2/133) MADS9 (2/133) EADS23 (4/521) EADS23 (4/521)
100 100 EADS25 (7/521) EADS24 (4/521) EADS25 (7/521) EADS24 (4/521) Syntrophomonasflectens Syntrophomonasflectens 54 54 54 54 Syntrophomonassp. MGB-C1 Syntrophomonassp. MGB-C1
Syntrophomonassapovorans Syntrophomonassapovorans
Syntrophomonas Syntrophomonas sp. sp. Æ Æ butyrate butyrate oxidation oxidation
EADS28 (4/521) EADS28 (4/521) EADS27 (3/521) EADS27 (3/521) EADS26 (4/521) EADS26 (4/521) EADS26 (4/521) EADS26 (4/521) 94 94 EADS29 (4/521) 99 EADS29 (4/521) Clostridium lituseburense Clostridium lituseburense MADS10 (1/133) MADS10 (1/133)
‘high ‘high diversity in EADS’ diversity in EADS’
EADS32 (2/521) 100 EADS31 (3/521) EADS32 (2/521) EADS31 (3/521) Clostridium sporosphaeroides Clostridium sporosphaeroides 100 100 100
EADS30 (4/521) EADS30 (4/521)
EADS34(3/521) EADS33 (2/521) EADS33 (2/521) Ruminococcusflavefaciens Ruminococcusflavefaciens EADS34(3/521)
cellulose cellulose & sugar fermentation & sugar fermentation EADS36 (2/521) be responsible in EADS36 (2/521) EADS35 (2/521) EADS35 (2/521) downs to
Clostridia Clostridia group group Æ Æ to be responsible in to
downs to
75 Uncultured bacterium R6b7 Uncultured bacterium R6b7 MADS11 (1/133) MADS11 (1/133)
fatty fatty
75 acids acids
51 51 74 74 86 86 EADS38 (3/521) EADS38 (3/521) EADS37 (2/521) EADS37 (2/521)
Clostridium cellobioparum Uncultured bacterium ZZ12C1 Uncultured bacterium ZZ12C1 MADS12 (2/133) MADS12 (2/133) Clostridium cellobioparum EADS39 (2/521) EADS39 (2/521)
96 96 Clostridium thermocellum EADS41 (5/521) Clostridium thermocellum EADS40 (6/521) EADS40 (6/521)
‘high ‘high diversity in EADS’ diversity in EADS’
82 82 63 63 Clostridium sp. JC3 Clostridium sp. JC3 EADS41 (5/521) EADS42 (5/521) EADS42 (5/521)
Abundances Abundances Abundances Abundances vs specific rates vs specific rates vs specific rates vs specific rates
Conclusions Conclusions Conclusions Conclusions
Glucose Glucose
•• The The phylogeny phylogeny analysis analysis based based on on 16 16S S rRNA rRNA cloning cloning analysis analysis elucidated that elucidated that the the substrate substrate simplification simplification will will simplified simplified the the
0.7 structure structure of of the the anaerobic anaerobic microbial microbial community community in term in term of of species or species or genus genus level level but but not not phyla phyla or or group group level, level, allowed allowed
u u ndance (% ndance (% u u
Gl Gl Glc Glc : : Prop Prop P P : : A Ace A Ace 4% 4% % %
Propionate Propionate Propionate Propionate
more effective more effective utilization utilization of of perturbed perturbed substrate substrate..
Ab Ab = = 12 12 : : 1 1 :: 2 2 •• Due Due to to its its low low abundance abundance and and degradation degradation rate, rate, propionate-- 1.4 propionate
oxidizing bacteria oxidizing bacteria were were expressed expressed to to be a be a limiting limiting factor factor in in AD AD
Acetate Acetate
processes processes..
Specific Rate ( Specific Rate ( x 10 x 10 --4 4 mol g mol g--VSS VSS --1 1 h h --1 1 ))
Propionate oxidation Propionate oxidation is is “bottle neck” “bottle neck” Limiting factor Limiting factor in anaerobic degradation in anaerobic degradation
Introduction Introduction Introduction Introduction
Chapter Chapter Chapter Chapter 4 4 4 4
Under Methanogenic Condition :
Biowastes, Phylogenetic and Functional Diversity of Propionate-- Biowastes, Phylogenetic and Functional Diversity of Propionate
organic sludge organic sludge
Carbohydrate, Carbohydrate,
Acetate Acetate CO CO 2 2 +H +H
2 2 CH CH CO CO 4 4
2 Oxidizing Bacteria (POB) in an Anaerobic 2 Oxidizing Bacteria (POB) in an Anaerobic Propionate Propionate Digester Sludge Digester Sludge
Protein Protein
(Applied Microbiology and Biotechnology, 2007, doi:10.1007/s00253‐007‐0842‐y)
-- Smithella propionica Smithella propionica -- Syntrophobacter fumaroxidans Syntrophobacter fumaroxidans Syntrophobacter fumaroxidans Syntrophobacter fumaroxidans
Discussion Topics : Discussion Topics :
-- Syntrophobacter pfennigii Syntrophobacter pfennigii -- Syntrophobacter wolinii Syntrophobacter wolinii
1. 1. community structure of community structure of active active POB population under different POB population under different
-- Syntrophobacter sulfatireducens Syntrophobacter sulfatireducens
propionate concentrations propionate concentrations
-- Pelotomaculum schinkii Pelotomaculum schinkii
2. 2. comprehensive comprehensive identification of active POB identification of active POB to explore their to explore their phylogeny identity phylogeny identity
Diversity, abundance, and Diversity, abundance, and in situ in situ activity activity
of these bacteria group of these bacteria group have have NOT NOT been demonstrated yet been demonstrated yet
The The The The objectives objectives objectives objectives
Methodology Methodology Methodology Methodology
Operation Operation Condition Condition H H H H H H H H -- Semi Batch Feeding Semi Batch Feeding
To investigate, identify, characterize :
G G G G G G G G S SSSSSSS
-- Temp. = 37 Temp. = 37 o o C C -- Volume = 0.8 L Volume = 0.8 L
-- pH = 6.5 pH = 6.5 – – 7.5 • the community structure ( 7.5 abundance & diversity) of POB A A A A A A A A B B B B B B B B C C C C C C C C
-- SRT = 30 d SRT = 30 d
-- C load = 1.5 gL C load = 1.5 gL --1 1 d d --1 • the 1 effect of propionate concentration on the active Ebetsu City Anaerobic Ebetsu City Anaerobic
MS MS MS MS MS MS MS MS
community composition of POB
Digester Plant Sludge Digester Plant Sludge
Milk Added Anaerobic Milk Added Anaerobic Milk Added Anaerobic Milk Added Anaerobic
Digester Digester Digester Digester Digester Digester Digester Digester
Digester Sludge Digester Sludge
Performance Performance Performance Performance
• •FA FA concentration concentration
• • •Gas •C Gas C composition By application of : composition By application of :
•Solid • Solid content (as COD) content (as COD) content content
rRNA cloning analysis, rRNA cloning analysis, MAR MAR--FISH FISH Æ Æcommunity structure community structure Micromanipulation Micromanipulation Æ Æ phylogeny identification of active POB phylogeny identification of active POB
Phylogenetic Phylogenetic
MAR MAR--DAPI analysis DAPI analysis
Micro Micro--
Analysis Analysis
MAR MAR--FISH analysis FISH analysis
manipulation manipulation
Universal Bacteria
•POB-specific FISH probes .
Active MAR- positive
primer sets
•[ 14 C]propionate.
POB cells
Fate Fate Fate Fate of fatty acids during AD operation of fatty acids during AD operation of fatty acids during AD operation of fatty acids during AD operation Diversity Diversity Diversity Diversity of propionate of propionate‐‐oxidizing bacteria group of propionate‐‐oxidizing bacteria group of propionate oxidizing oxidizing bacteria group bacteria group
Feeding Feeding substrate (milk) substrate (milk)
alkanes -degrading methanogenic consortium clone B1 (AJ133794) alkanes -degrading methanogenic consortium clone B1 (AJ133794)
20 20 8 8 Micromanipulated long rod bacterium clone OTU 1 (2 clones) Micromanipulated Micromanipulated long rod bacterium clone landfill leachate clone (AJ853548) landfill leachate clone (AJ853548) long rod bacterium clone
, , ) ) te
OTU 74 (1 clones) OTU 1 (2 clones) OTU 74 (1 clones)
a te a (m (m 15 15 pH pH
anaerobic trichlorobenzene consortium clone SJA -63 (AJ009471) 7 anaerobic trichlorobenzene consortium clone SJA -63 (AJ009471) 7 contaminated aquifer clone WCHB1 -12 (AF050534) contaminated aquifer clone WCHB1 -12 (AF050534)
Propionate Propionate ‐‐
cet cet a te te
OTU 13 (8 clones) a OTU 13 (8 clones) Acetate Acetate municipal anaerobic digester clone (CR933198) municipal anaerobic digester clone (CR933198) Bacteria Bacteria Oxidizing Oxidizing ,A ,A m m granular sludge clone (AF482441) granular sludge clone (AF482441) Smithella propionica (AF126282) Smithella propionica (AF126282) Smithella propionica (AF126282)
n alkanes -degrading methanogenic consortium clone B3 (AJ133796) , alkanes -degrading methanogenic consortium clone B3 (AJ133796) , For e , For , e
a n a te te
10 10 6 6 pH pH
P P ropio ropio Lac Lac
tat tat
5 5 Propionate Propionate
5 5 terephthalate degrading anaerobic hybrid reactor clone TTA H101 (AY661418) terephthalate degrading anaerobic hybrid reactor clone TTA H101 (AY661418) Syntrophus gentianae (X85132) Syntrophus gentianae (X85132)
OTU 14 (2 clones) OTU 14 (2 clones)
alkanes -degrading methanogenic consortium clone B2 (AJ133795) alkanes -degrading methanogenic consortium clone B2 (AJ133795)
OTU 11 (1 clones) Lactate OTU 11 (1 clones) Lactate 0 0 Formate Formate
4 4 Pelotomaculum thermopropionicum (AB035723) Pelotomaculum thermopropionicum (AB035723) Syntrophobacter wolinii (X70906) Syntrophobacter wolinii Syntrophobacter wolinii (X70906) (X70906) Pelotomaculum schinkii (X91169) Pelotomaculum schinkii (X91169)
OTU 18 (1 clones) Syntrophothermus lipocalidus (AB021305) Syntrophobotulus glycolicus (X99706) Syntrophobotulus glycolicus (X99706) Desulfotomaculum thermobenzoicum (Y11574) Desulfotomaculum thermobenzoicum (Y11574) Syntrophothermus lipocalidus (AB021305) OTU 18 (1 clones)
Butyrate ≈≈ 0.01 mM Butyrate ‐‐ ‐‐ H H 2 2 partial partial pressure < 10 pressure < 10 ‐4 atm atm
Time (h) Time (h)
Bacteria Bacteria ‐‐ [CH [CH 4 4 ] ] = 60 = 60‐‐65 mol% 65 mol%
‐‐ [Sulfate] [Sulfate] 0.01 mM
Syntrophomonas sp. TB-6 (AB098336) Syntrophomonas sp. TB-6 (AB098336) Syntrophomonas sapovorans (AF022249) Syntrophomonas sapovorans (AF022249)
Syntrophomonas wolfei (AF022248) Syntrophomonas wolfei (AF022248)
Oxidizing Oxidizing
0.02 0.02 0.02 Syntrophomonas sp. MGB-C1 (AB021306) ‐‐ [CO Syntrophomonas sp. MGB-C1 (AB021306) [CO 2 2 ] ] = 35 = 35‐‐40 mol% 40 mol%
Syntrophospora bryantii (M26491) Syntrophospora bryantii (M26491)
Diversity Diversity Diversity Diversity of propionate of propionate‐‐oxidizing bacteria group of propionate‐‐oxidizing bacteria group of propionate oxidizing oxidizing bacteria group bacteria group
FISH FISH FISH FISH experiment experiment experiment experiment
alkanes -degrading methanogenic consortium clone B1 (AJ133794) landfill leachate clone (AJ853548) landfill leachate clone (AJ853548) alkanes -degrading methanogenic consortium clone B1 (AJ133794)
Application of Genus Specific Probes on Anaerobic Digester Sludge Application of Genus Specific Probes on Anaerobic Digester Sludge
OTU 74 (1 clones) OTU 74 (1 clones) OTU 1 (2 clones) OTU 1 (2 clones) Micromanipulated long rod bacterium clone long rod bacterium clone anaerobic trichlorobenzene consortium clone SJA -63 (AJ009471) anaerobic trichlorobenzene consortium clone SJA -63 (AJ009471) Red : SmiSR354 (Smithella sp. SR)
Micromanipulated long rod bacterium clone Micromanipulated
contaminated aquifer clone WCHB1 -12 (AF050534) contaminated aquifer clone WCHB1 -12 (AF050534) Green : Synbac824 (Syntrophobacter)
Smithella propionica (AF126282) Smithella propionica (AF126282) Smithella propionica municipal anaerobic digester clone (CR933198) OTU 13 (8 clones) OTU 13 (8 clones) municipal anaerobic digester clone (CR933198)
Propionate Propionate ‐‐
Bacteria SmiSR354 SmiSR354 Bacteria
Oxidizing Oxidizing
granular sludge clone (AF482441) granular sludge clone (AF482441) (AF126282)
Total Total cells = 4× cells = 4 ×10 10 10 10 cells cells mg‐‐VSS mg VSS – –1 1
alkanes -degrading methanogenic consortium clone B3 (AJ133796) alkanes -degrading methanogenic consortium clone B3 (AJ133796) OTU 14 (2 clones) OTU 14 (2 clones) alkanes -degrading methanogenic consortium clone B2 (AJ133795) alkanes -degrading methanogenic consortium clone B2 (AJ133795)
Population of POB community : Population Population Population of POB community : of POB community : of POB community :
terephthalate degrading anaerobic hybrid reactor clone TTA H101 (AY661418) terephthalate degrading anaerobic hybrid reactor clone TTA H101 (AY661418) Smithella sp. Smithella sp. SR SR : : 8 8 Syntrophus gentianae (X85132) Syntrophus gentianae (X85132)
Syntrophobacter Syntrophobacter : 6 6× : ×10 10 10 8 8 cells cells mg‐‐VSS VSS – –1 OTU 11 (1 clones) 1 OTU 11 (1 clones)
mg
2× 2 ×10 cells cells
mg‐‐VSS mg VSS –1 – 1
Pelotomaculum thermopropionicum (AB035723) Pelotomaculum thermopropionicum (AB035723) Syntrophobacter wolinii Syntrophobacter wolinii (X70906) Syntrophobacter wolinii (X70906) (X70906) Desulfotomaculum thermobenzoicum (Y11574) Pelotomaculum schinkii (X91169)
Synbac824
Synbac824
Syntrophobotulus glycolicus (X99706) Desulfotomaculum thermobenzoicum (Y11574) Pelotomaculum schinkii (X91169)
Smithella
Smithella >> >>
Syntrophobacter Syntrophobacter
Syntrophobotulus glycolicus (X99706) OTU 18 (1 clones) OTU 18 (1 clones) Syntrophothermus lipocalidus (AB021305) Syntrophothermus lipocalidus (AB021305) Syntrophomonas wolfei (AF022248) Syntrophomonas sp. TB-6 (AB098336) Syntrophomonas sapovorans (AF022249) Syntrophomonas sp. TB-6 (AB098336) Syntrophomonas sapovorans (AF022249)
Butyrate Butyrate
Oxidizing Oxidizing ‐‐
To To
be related with be related with
Syntrophomonas wolfei (AF022248)
Synm700 Synm700
Bacteria Bacteria sulfate sulfate concentration concentration
0.02 0.02 0.02 Syntrophomonas sp. MGB-C1 (AB021306) Syntrophomonas sp. MGB-C1 (AB021306)
Syntrophospora bryantii (M26491) Syntrophospora bryantii (M26491)
Time Time Time Time course analysis at different incubation period course analysis at different incubation period course analysis at different incubation period course analysis at different incubation period Diversity Diversity Diversity Diversity of propionate‐‐oxidizing bacteria group of propionate of propionate‐‐oxidizing bacteria group of propionate oxidizing oxidizing bacteria group bacteria group
100.00 100.00 Smithella sp. SR Smithella sp. SR
Synbac824 Synbac824 unidentified others Smithella sp. LR Syntrophobacter iv Syntrophobacter e iv e Smithella sp. LR unidentified others
10.00 10.00 SmiSR354 EUB338 SmiSR354 EUB338
Methanosaeta Methanosaeta
/t ta lc o o ta tal M tal M o /t o
A R-posit R-posit
lls lls
MAR+ MAR+ A e lc e Smithella SR Smithella SR
MAR+ MAR+
/t /t (%) (%)
Oval Oval L = 1.5 μm p
50.00 50.00 MAR+ MAR+ cells/total cells cells/total cells
5.00 5.00 e lls lls e Short Short rod rod
Syntrophobacter Syntrophobacter
W1 W= 1 μm m iti
ec ec L = 1.5‐3
μm
r robe robe r
v ti v ti
W051 W= 0.5‐1 μm μm
EUB338 EUB338
EUB338 EUB338
MAR MAR
MAR+ Methanosaeta
MAR MAR
Incubation period (hours) Incubation period (hours)
MAR+ MAR+
MAR+ MAR+
Unidentified Unidentified long rod cells long rod cells
Unidentified Unidentified tiny cells tiny cells
Short Short rod rod 3 3 ‐‐h incubation time was appropriate h incubation time was appropriate to to prevent cross‐‐feeding prevent cross feeding
Long Long
L = 10‐20 rod rod μm
L =1 μm
47 W= 0.5‐1 μm
W = 0.5 μm
Identification Identification Identification Identification of long rod POB cells of long rod POB cells of long rod POB cells of long rod POB cells Diversity Diversity Diversity Diversity of propionate‐‐oxidizing bacteria group of propionate of propionate of propionate‐‐oxidizing bacteria group oxidizing oxidizing bacteria group bacteria group
alkanes -degrading methanogenic consortium clone B1 (AJ133794) alkanes -degrading methanogenic consortium clone B1 (AJ133794) Micromanipulated long rod bacterium clone Micromanipulated long rod bacterium clone landfill leachate clone (AJ853548) landfill leachate clone (AJ853548)
SmiLR150 SmiLR150
OTU 74 (1 clones) OTU 1 (2 clones) OTU 1 (2 clones) OTU 74 (1 clones) anaerobic trichlorobenzene consortium clone SJA -63 (AJ009471) anaerobic trichlorobenzene consortium clone SJA -63 (AJ009471)
contaminated aquifer clone WCHB1 -12 (AF050534) contaminated aquifer clone WCHB1 -12 (AF050534) OTU 13 (8 clones) OTU 13 (8 clones)
Propionate Propionate ‐‐
granular sludge clone (AF482441) granular sludge clone (AF482441) Smithella propionica (AF126282) Smithella propionica Smithella propionica (AF126282) municipal anaerobic digester clone (CR933198) municipal anaerobic digester clone (CR933198) (AF126282)
Bacteria Bacteria Oxidizing Oxidizing
SmiSR354 SmiSR354
Micromanipulation Micromanipulation
alkanes -degrading methanogenic consortium clone B3 (AJ133796) alkanes -degrading methanogenic consortium clone B3 (AJ133796) OTU 14 (2 clones) OTU 14 (2 clones) alkanes -degrading methanogenic consortium clone B2 (AJ133795) terephthalate degrading anaerobic hybrid reactor clone TTA H101 (AY661418) alkanes -degrading methanogenic consortium clone B2 (AJ133795) terephthalate degrading anaerobic hybrid reactor clone TTA H101 (AY661418)
16S 16S rRNA rRNA cloning cloning analysis analysis
Syntrophus gentianae (X85132) Syntrophus gentianae (X85132) OTU 11 (1 clones) OTU 11 (1 clones)
Pelotomaculum thermopropionicum (AB035723) Pelotomaculum thermopropionicum (AB035723) Syntrophobacter wolinii (X70906) Syntrophobacter Syntrophobacter wolinii wolinii (X70906) (X70906)
Synbac824 Synbac824
Desulfotomaculum thermobenzoicum (Y11574) Desulfotomaculum thermobenzoicum (Y11574) Pelotomaculum schinkii (X91169) FISH Pelotomaculum schinkii (X91169) FISH probe probe design design
Syntrophothermus lipocalidus (AB021305) Syntrophothermus lipocalidus (AB021305) Syntrophobotulus glycolicus (X99706) Syntrophobotulus glycolicus (X99706) OTU 18 (1 clones) OTU 18 (1 clones)
Syntrophomonas sapovorans (AF022249) Syntrophomonas sapovorans (AF022249)
Butyrate Butyrate ‐‐
Syntrophomonas wolfei (AF022248) Syntrophomonas wolfei (AF022248) Syntrophomonas sp. TB-6 (AB098336) Syntrophomonas sp. TB-6 (AB098336)
Synm700 Synm700
Oxidizing Oxidizing
Syntrophomonas sp. MGB-C1 (AB021306) Syntrophomonas sp. MGB-C1 (AB021306) Syntrophospora bryantii (M26491) Syntrophospora bryantii (M26491)
Bacteria Bacteria
Abundance Abundance Abundance Abundance of propionate‐‐oxidizing bacteria of propionate of propionate‐‐oxidizing bacteria of propionate oxidizing oxidizing bacteria bacteria
Conclusions Conclusions Conclusions Conclusions
) ) ) ) 100 100 100 100 Smithella Smithella sp. SR Smithella sp. SR Smithella
•• The The combination combination of of MAR MAR--FISH, FISH, micromanipulation micromanipulation and and cloning cloning
lls (% lls (% lls (% Smithella sp. LR Smithella sp. LR
analysis analysis can be can applied successfully be applied successfully for for identification identification of of
e e e e lls (% Syntrophobacter Syntrophobacter 80 c c 80 80 80 80 c 80 80 c 80 unidentified others unidentified others
Smithella sp. Smithella sp. SR SR
was major was major MAR+ cells at MAR+ cells at
propionate--oxidizing propionate oxidizing bacteria bacteria which which is is limiting limiting factor factor in in AD AD
A A R ta lM lM ta ta ta lM lM
A R+ + A R + R+
all all concentrations concentrations
microbial microbial community community..
Syntrophobacter Syntrophobacter was was
minor MAR+ cells at minor MAR+ cells at concentration esp. at low conc. concentration esp. at low conc.
•• The The diversity diversity of of propionate propionate--oxidizing oxidizing bacteria bacteria community community covered covered Smithella Smithella sp sp.. SR, SR, Syntrophobacter Syntrophobacter,, Smithella Smithella sp sp.. LR LR
60 60 60 60 60 60 60 60 all all
/ ls / ls / ls /T /T ls / /T /T
Smithella sp. Smithella sp LR Smithella Smithella sp LR sp. LR LR was major MAR+ cells at was was was major major MAR+ cells at major MAR+ cells at MAR+ cells at
and and unidentified unidentified bacterium bacterium..
el c c c el el el c 40 40 40 40 40 40 40 40 lower lower concentrations concentrations
hy hy b b hy b b
•• Members of Members of the the Smithella Smithella sp sp.. SR SR cluster cluster that that hybridized hybridized with with
hy
SmiSR SmiSR354 354 probe probe appeared appeared to to play play a major role a major role in in propionate propionate
ob e ob ob e e ob e 20 20 20 20 20 20 20 20
oxidation, that oxidation, that account account for for 50 50% % of of total total POB POB population population and and the the
most active most active POB POB at all at all concentrations concentrations..
pr A A R + +
pr pr pr R
0 0 0 0 0 0 0 0 5 5 5 5 5 5 5 5 10 10 10 10 10 10 10 10 15 15 15 15 15 15 15 15 •• These These phylogenetically phylogenetically and and functionally functionally diverse diverse and and active active POB POB
communities communities were were dynamically dynamically responding responding to to the the periodical periodical changes changes in in propionate propionate
Propionate concentration (mM) Propionate concentration (mM)
concentration concentration to to ensure ensure stable stable
propionate degradation propionate degradation..
CONCLUDING CONCLUDING CONCLUDING CONCLUDING REMARKS REMARKS REMARKS REMARKS
FUTURE FUTURE FUTURE FUTURE RESEARCH PERSPECTIVES RESEARCH PERSPECTIVES RESEARCH PERSPECTIVES RESEARCH PERSPECTIVES
•• Isolation Isolation and and charaterization charaterization of of active active POB POB to identify to identify their their •• Due Due
to to their their limited limited diversity diversity
and and
abundance abundance
both both
physiology physiology nature nature..
phylogenetically phylogenetically and and physiologically, physiologically,
fatty fatty
acids--utilizing acids utilizing
microorganisms microorganisms (esp (esp.. POB) POB) play play very very important important role role in in •• Population dynamics Population dynamics of of others others fatty fatty acids acids (acetate (acetate-- and and anaerobic anaerobic digestion digestion process process and and are are ‘key ‘key players’ players’ of of carbon carbon
butyrate butyrate--)) utilizing utilizing microorganisms microorganisms at at varied varied concentrations concentrations.. flow flow from from complex complex substances substances downs downs to to methane methane.. •• Phylogeny Phylogeny and and physiology physiology identification identification of of novel novel fatty fatty acids acids-- •• The POB The The The POB POB communities POB communities communities (esp communities (esp (esp (esp.. Smithella Smithella groups) Smithella groups) Smithella groups) groups) might be might might might be be be utilizing utilizing microbial utilizing utilizing microbial microbial groups microbial groups groups groups (e..g (e (e g (e g.. Synergistes Synergistes)) which Synergistes)) which g Synergistes which seemed which seemed seemed to seemed to to be to be be be proposed proposed to to become become a a ‘process ‘process biomarker’ biomarker’ in in a a multi multi--
important in important in completing completing fatty fatty--acids acids degradation degradation.. complexity of complexity of microbial microbial ecosystems ecosystems in in anaerobic anaerobic digestion digestion to to illustrate illustrate and and evaluate evaluate process process stability stability in in full full--scale scale anaerobic anaerobic
microbes microbes with with digesters treating digesters treating domestic domestic wastewater wastewater..
•• Symbiotic Symbiotic
of of
the the
fatty fatty
acids acids--utilizing utilizing
homoacetogenic bacteria homoacetogenic bacteria and and hydrogenotrophic hydrogenotrophic archaea archaea .. •• Auxiliary Auxiliary identification identification of of other other microbial microbial groups groups natured natured in in AD AD
(such (such as as Variovorax Variovorax group) group) which which is is unrelated unrelated with with methane methane generation generation but but seemed seemed to to affect affect its its performance performance and and stability stability..
‘Green’ ‘Green’ ‘Green’ ‘Green’ Anaerobic Anaerobic Anaerobic Anaerobic Digester System ( Digester System ( Digester System ( Digester System ( GR GR GR GR ANDS) ANDS) ANDS) ANDS)
Engine/Generator Engine/Generator
Gas Gas Collection Collection
Storage Lagoon Pump Lagoon Pump Aerator Aerator Storage
Digester heating Digester
Mixer Mixer
heating
Entrance Entrance Sludge Sludge
exit exit Effluent Effluent Sludge Sludge Re To Re To compactor ‐‐use/Land disposal compactor use/Land disposal
Thank you for your attention ! Thank you for your attention ! Thank you for your attention ! Thank you for your attention !
Mix Mix tank tank
ANAEROBIC ANAEROBIC
Gas Gas outlet outlet
Concepts Concepts
DIGESTER DIGESTER
Sludge Sludge inlet inlet
• • ‘Bio ‘Bio biogas biogas ‐‐control’ control’ for for maximum maximum • • ‘zero’ ‘zero’ production production
• Minimum • Minimum loss of energy loss of energy direct direct
controlling controlling monitoring
Digester Digester
• • Low Low monitoring costs of O & M costs of O & M
Insulation Insulation
Sludge Sludge outlet outlet
Heater Heater coil coil
SUSTAINABLE SUSTAINABLE SLUDGE SLUDGE
Gas Gas compressor compressor
TREATMENT TREATMENT
Power Power generator generator
Solids Solids outlet outlet
Introduction Introduction
Process Chemistry Process Chemistry
Strain LYP T cells :
-elongated, slightly sinuous rods -0.5 μm in dia. & 4-5 μm in length -Bodies: poly- β-hydroxyalkanoate -Cells stained Gram-negative -Walls : Gram (-) ultrastructure -Grew axenically on crotonate, but
not on butyrate, propionate, lactate,succinate,malate,fumarate oxalate, isobutyrate, isovalerate, valerate, caproate, pyruvate or
H 2 plus CO 2
Syntrophobacter wolinii :
-Similar dimension with Str.LYP T -Gram-negative -End of cells tapered to blunt point
Pathways of Propionate Degradation Pathways of Propionate Degradation
MAR MAR ‐‐FISH Experiment FISH Experiment Population composition of Population composition of
Propionate--oxidizing bacteria Propionate oxidizing bacteria
Syntrophobacter Syntrophobacter
Smithella Smithella sp. SR sp. SR
Smithella Smithella sp. LR sp. LR
Discussions
Discussions
CO 2
HCO 3 - +H +
2HCO - +H +
Sulfate Sulfate Reducers? (81%)
Acetoclastic reaction
CH 3 ┇ COO - +H 2 O
Æ CH 4 + HCO 3 -
Sekiguchi et al., 1999
Result–16S rDNA cloning analysis 9 Result–16S rDNA cloning analysis n=202 3% 7%
5 N r. of colony 10 15 48% 20
Result–16S rDNA cloning analysis Result–16S rDNA cloning analysis
N r. of colony
f speci
candidate division B R C 1 candidate division T M 7
A cidobacteria
candidate division N K B 19 A ctinobacteria
candidate division O D 1 B acteroidetes
PS-3
candidate division O P 9
C hloroflexi
V errucom icrobia
uncultured bacterium P roteobacteria
S pirochaetes
F irm icutes
M ethanom icrobiaceae M ethanosaetaceae
M ethanospirillaceae uncultured A rchaea
N r. o f colony
0 20 40 N r. of colony 60 80 100
Bacteriodetes
Desulvothiovibrio Spirochaetes TM 7
M ethanobacteriaceae
uncultured Archaea M ethanom icrobiaceae
M ethanosaetaceae
Acidobacteria
Beta-Proteobacteria Delta-Proteobacteria Actinobacteria
PS-2
M ethanospirillaceae
PS-4
Firm icutes Alpha-Proteobacteria
c a n d id a te d iv isio n W S 3 c a n d id a te d iv isio n O P 8 A c id o b a c te ria c a n d id a te d iv isio n O P 9 F irm ic u te s T h e rm o to ga e A c tin o b a c te ria V e rru c o m ic ro b ia
P ro te o b a c te ria u n c u ltu re d b a c te riu m c a n d id a te d iv isio n O D 1 B a c te ro id e te s
M ethanospirillaceae M ethanom icrobiaceae M ethanosaetaceae uncultured A rchaea
OP 11 14 Therm otogae 12 Planctom ycetes
OP 8 OP 5
e c Chloroflexi/GNSB 10 n=25
10 12 8 6 4 2 Nr
. of peci es
N r. o f c olon y
PS-3 = A25f – A1391r
8% 2% Nr .o ies
4 2 0 0 6 8 10 20 N r. of colony 30 f sp 40 50 60
PS-4 = A25f – U1492r PS-5 = A109f – U1492r
PS-1 = B8f – U1492r
PS-2 = B63f – B1387r
PS-5
PS-5
PS-5 = A109f – U1492r
c a n d id a te d iv isio n O P 1 1 C h lo ro fle xi
u n c u ltu re d b a c te riu m c a n d id a te d iv isio n T M 7
M ethanobacteriaceae M ethanospirillaceae
uncultured A rchaea M ethanom icrobiaceae M ethanosaetaceae
Strategy applied Strategy applied
Anaerobic Digestor DNA
16s rDNA
ecosystem
Total DNA
Ebetsu Sludge
Cloning
Overview Sequence ecosystem Of
sequences 16s rDNA
Sequencing
16s rDNA clones
Analysis
Anaerobic Digestor DNA ecosystem
amplificates Extraction 16s rDNA
Total DNA
PCR
SIMPLE
Semi Batch Reactor Sludge
Cloning
Overview Sequence ecosystem Of
sequences 16s rDNA
Sequencing
16s rDNA clones
Analysis