Characterization of nitrogenase gene distribution and activity in WCA-2A periphyton Puja Jasrotia Image source: http://www- cyanosite.bio.purdue.edu
Dec 22, 2015
Characterization of nitrogenase gene
distribution and activity in WCA-2A periphyton
Puja Jasrotia
Image source: http://www-cyanosite.bio.purdue.edu
Why is Nitrogen important
• A major constituent of living cells.
• Nitrogen gas (N2) makes up 79% of the atmosphere.
• Required by all living organisms, but only a few can fix it.
• Often the limiting nutrient in wetlands.
Biological Nitrogen fixation
• N2 NH4+
• Catalyzed by nitrogenase enzyme
• Only prokaryotic organisms can fix nitrogen.
• Induced as a response to low conc. of fixed N2. High conc. of O2 and NH4
+ repress nitrogenase synthesis
VEGETATION :
U3
Lake
Okeechobee
WCA -1
WCA - 3
Everg
lades
Agricu
ltura
l Are
a
WCA -2A
0 1 2 3 4 5
Km
Everglades
National Park
Cattail
Sawgrass/slough
Cattail/ sawgrass mix
F1F4
Nutrient Transect in WCA-2A
Cattail ~ 1500 mg P/Kg
Sawgrass
~ 500 mg P/Kg
Florida Everglades
Periphyton processes
• Metabolically diverse microbial composition contributes to mat’s internal nutrient cycling.
• Important source of fixed N and C.
• Structural and functional changes indicative of nutrient enrichment.
• Contributes approx 10g N m-2y in oligotrophic WCA2A (Inglett et al., 2004).
• Lack of molecular characterization of diazotrophs.
• Identify diazotrophic groups for a broad understanding of
• nutrient limitation • factors regulating growth • indicator species of eutrophication and • flow of N in periphyton
Objectives
1. Compositional analysis of diazotrophs along the nutrient gradient in WCA-2A based on nifH diversity.
2. nifH gene expression during a diel cycle.
3. Spatial distribution of pmoA defined diversity in floating periphyton along the nutrient gradient.
Hypotheses
1. Periphyton nifH composition differs between eutrophic and oligotrophic regions as a result of relative N limitation.
2. A shift in the most active nitrogen fixing groups will be observed throughout a diel cycle.
3. pmoA diversity will vary with nutrient concentrations.
Work planPeriphyton sample Epiphyton sample
Methane oxidation
N2 fixation
Community assemblage composition analysis
pmoA phylogenetic analysis by sequence analysis
nifH phylogenetic analysis by sequence analysis
N2 fixation
Functional gene
Analysis
RT-PCR - characterizing nifH transcripts
1. Spatial variability of nifH diversity in periphyton
Eutrophic site
Oligotrophic site
Floating periphyton mats
Phylogenetic tree
Periphyton Nucleic acid
PCR amplification
Cloning
SequencingSeq. Analysis
RFLP
Image source: www.rothamsted.bbsrc.ac.uk
Rarefaction analysis
0
2
4
6
8
10
12
14
16
18
0 20 40 60 80 100 120 140 160
No. of clones analyzed
No. of OTU
F1
F4
U3
Rarefaction analysis of nifH clones from F1, F4 & U3.
0.1 substitutions/site
Frankia sp. CcI3
Uncultured bacterium NR1636
F1-10 F1-7 F1-2
Anabaena sp. I1
Fischerella UTEX1903
U3-8
Halothece sp. MPI 96P605
F4-9
Nodularia sp. KAC 13
Uncultured bacterium NR1629
U3-4
F1-8
U3-29
U3-12
F1-4
F1-1
Pseudanabaena PCC7403
U3-25
U3-14
Fischerella UTEX1931
Nostoc PCC 6720 Anabaena variabilis
Anabaena 7120 Anabaena sp. A2
Anabaena sp. L-31 U3-17
Scytonema sp.Nostoc muscorum
Nostoc sp. Nostoc commune (UTEX 584)
F1-5 F1-3
F1-9 F1-6
F4-6 F4-5
F4-4 Calothrix sp. Dermocarpa sp.
Chroococcidiopsis thermalis PCC 7203
Symploca sp. PCC 8002 Microcoleus chthonoplastes
Myxosarcina sp. Xenococcus sp.
Gloeothece sp. Synechocystis sp.
Cyanothece sp. WH 8902 Cyanothece ATCC51142
U3-16 U3-10
Plectonema boryanum (IU 594) F4-8
Uncultured bacterium clone BSC-2 F4-7
F4-10 F4-3
U3-18 U3-1
U3-13 U3-15
F4-12 F4-11
U3-6 U3-5
U3-9 U3-11
F4-2 F4-1 U3-28
U3-7 Marine stromatolite eubacterium
Lyngbya lagerheimii (UTEX 1930)U3-26 U3-3
U3-27 U3-23
U3-24 U3-19
U3-21 U3-2
U3-22 U3-20
Phormidium sp. Phormidium sp. AD1
100
81
100
82
64
100
95
100
51
60
53
93
71
64
58
94
100
68
77
98
88
100
61
90
100
100
100
93
75
100
89
87
63
62
100
100
100
90
100
100
56
100
67
100
100
60
95
80
83
100
100
89
100
61
Phylogenetic tree of cyanobacterial nifH clones from F1, F4 and U3.
Heterocystous cluster
Non-heterocystous unicellular cluster
Non-heterocystous cluster
Unidentified cluster
Non-heterocystous cluster
Unidentified cluster
0.1 substitutions/site
Frankia sp. CcI3
Spirochaeta zuelzerae
Uncultured bacterium clone 36_Z65C
F4-1
Uncultured nitrogen-fixing bacterium B3
Azotobacter chroococcum MCD 1
Methylomonas methanica clone 68-1
U3-5
Uncultured bacterium clone MO175A10
U3-3
Desulfovibrio vulgaris
Desulfovibrio africanus
F1-4
Methylosinus trichosporium
F4-3
Methylocystis echinoides clone 2-8
F1-3
F1-2
Uncultured bacterium clone Yushu-12
Uncultured bacterium clone SJY-31
U3-12
U3-10
Spirochaeta aurantia clone 2
F4-4
Uncultured bacterium clone CB907H81
U3-7
Desulfosporosinus orientis
Uncultured eubacterium 'Ice aggregate'
U3-8
U3-6
Klebsiella variicola strain T29A
Klebsiella pneumoniae
U3-11
U3-9
U3-13
U3-2
U3-4
U3-1
Rhodopseudomonas sp. HMD89
Methylobacterium sp. xct7
Methylocystis methanolicus clone 10-5
Methylocystis sp. LW5
Methylocella silvestris
F1-1
Rhizobium sp.
Bradyrhizobium sp. IRBG 230
Uncultured bacterium clone 31A-2n
F4-2
100
56
100
94
73
98
56
80
70
100
58
57
100
100
76
80
77
100
100
68
85
100
100
58
57
100
55
99
Phylogenetic tree of proteobacterial nifH clones from F1, F4 & U3.
-proteobacteria
-proteobacteria
-proteobacteria
Distribution of nifH clones from F1, F4 & U3
F1
Unicellular cyanobacteria (Subsection II)
7%
Heterocystous cyanobacteria (Subsection III)
54%
-proteobacteria35%
proteobacteria4%
F4
Non heterocystous cyanobacteria (Subsection III)
2%
Heterocystous cyanobacteria (Subsection IV)
5%
-proteobacteria9%
-proteobacteria5%
Novel cyanobacterial
cluster79%
U3
-proteobacteria2%
Novel cyanobacterial
cluster (2)12%
Novel cyanobacterial
cluster (1)18%
Non heterocystous cyanobacteria (Subsection III)
9%
Heterocystous cyanobacteria (Subsection IV)
16%
Novel proteobacterial
cluster5%
-proteobacteria12%
-proteobacteria26%
Spatial and temporal interactions
Image source: www.botany.hawaii.edu
Spatial and temporal interactions between
oxygenic photosynthesis and N2 fixation Night timeDaytime
Mat Surface
Anaerobic N2 Fixation
Oxygenic Photosynthesis
Aerobic N2 Fixation
Anoxygenic Photosynthesis
Anaerobic N2 Fixation
Organic Carbon
Pool
OxicAnoxic
Oxic
AnoxicOrganic C
Organic C
Fixed
N
After Paerl, et al., 1989
Fixed
N
Consortial N2 fixation between cyanobacteria and heterotrophic bacteria
Cyanobacte
rium
Heterotrophic Bacteria
Org
anic
Mat
ter
(C,N
)
Fix
ed N
CO
2
PO
43-
Vita
min
s, C
hela
tors
, Met
als
& O
ther
Gro
wth
Fac
tors
After Steppe, et al., 1996
Conclusions - 1
• Distinct shifts with nutrient enrichment in F1, F4, U3.
• Oligotrophic periphyton has diverse diazotrophs, including cyanobacteria, -, - & -proteobacteria
• In eutrophic areas, diversity is limited, cyanobacterial species dominate, indicating a noticeable shift to bloom forming genera.
• Methanotrophs may be important groups of nitrogen fixers.
2. nifH expression in epiphyton over a diel period
Epiphyton ‘sweaters’
Genomic DNA
Nested PCR
Sequence analysis
Cloning and RFLP analysis
Total RNA
RT PCR
Epiphyton sample
Image source: www.dr-addie.com
0.1 substitutions/site
Frankia sp. CcI3
Phormidium sp. AD1 U3-30
U3-17
Calothrix sp.
U3-9
U3-37
U3-38
Uncultured clone BS0799(2130) R11
U3-7
Uncultured bacterium BS0797 D07
Nostoc sp.
U3-25
Pseudanabaena PCC7403
U3-23
U3-18
Anabaena 7120
Chlorogloeopsis sp.
U3-14
U3-10
Anabaena sp. I1
Marine stromatolite eubacteriumHB(089)
U3-13
U3-11
Uncultured bacterium clone GN1063A8
Dermocarpa sp.
U3-2
Uncultured bacterium clone MO163H23
Uncultured bacterium clone lg1114
Cyanothece sp. WH 8902
Uncultured bacterium clone Yushu-10
U3-16
Myxosarcina sp. Xenococcus sp.
U3-20 U3-8
Halothece sp. MPI 96P605 Uncultured bacterium clone GN2084A19
U3-35 Gloeothece sp. Marine stromatolite cyanobacterium HBCFischerella UTEX1931
U3-15 U3-3
Uncultured forest soil clone DUNnif298Chroococcidiopsis thermalis PCC 7203
U3-31 U3-21
Fischerella UTEX1931 FSU73140
Uncultured eubacterium Ice aggregateUncultured bacterium clone M1a-5
Nostoc PCC 6720 Anabaena variabilis
Plectonema boryanum Plectonema boryanum (IU 594)
Uncultured bacterium clone MING-36AUncultured bacterium clone BSC-2
U3-24 U3-19
U3-32 U3-28
U3-34 U3-29
U3-33 U3-12
U3-36 U3-5
Uncultured bacterium NR1633 Uncultured cyanobacterium clone NRE5
U3-26 U3-4
U3-27 U3-22
Lyngbya lagerheimii (UTEX 1930)Marine stromatolite eubacterium
U3-6 U3-1
Desulfovibrio vulgaris Spirochaeta aurantia
Chlorobium tepidum TLSChlorobium tepidum
Azotobacter chroococcum MCD 1Sinorhizobium sp. TJ170
100
93
99
50
100
83
77
100
92
5964
100
100
90
96
100
70
90
92
100
100
92
100
80
87
100
85
100
100
100
99
100
81
54
100
58
100
64
98
100
81
Rarefaction & phylogenetic analyses of nifH DNA clones
Cyanobacterial cluster
-Proteobacterial cluster
Distribution of clones
Epiphytic DNA based sequences
Cluster I (non heterocystous
unicellular cyanobacteria)
15%
Cluster VII (unidentified
cyanobacteria)9% Cluster VIII (-
proteobacteria)3%
Cluster VI (Uncultured
cyanobacterium clones - II)
25%
Cluster V (unidentified
cyanobacteria)10%
Cluster II (heterocystous cyanobacteria)
8%Cluster IV
(Uncultured cyanobacterium
clones - I)19%
Cluster III (non heterocystous cyanobacteria)
11%
Phylogenetic analysis of RT-PCR nifH clones
0.1 substitutions/site
Frankia sp. CcI3
Lyngbya lagerheimii (UTEX 1930) Uncultured bacterium clone GN1063A8
Marine stromatolite eubacterium HB(08919.15-9
Uncultured bacterium clone GN1063A3Uncultured bacterium clone GN1062A0
Calothrix sp. Uncultured bacterium cluster K
19.15-15
7.15-16
23.15-10
7.15-10
23.15-16 23.15-7
Anabaena sp. I1
Uncultured bacterium clone lg1117
Unidentified cyanobacterium
23.15-13
Fischerella UTEX1903
23.15-12
19.15-11
Gloeothece sp.
15.15-8
15.15-11
7.15-15
11.15-10
19.15-6
23.15-14
Uncultured bacterium clone Yushu-11
7.15-17
19.15-8
7.15-21
19.15-3
Sinorhizobium sp. TJ170
Pseudanabaena PCC7403
15.15-7
Cyanothece sp. WH 8904
15.15-9
Azotobacter chroococcum MCD 1
7.15-6
7.15-4
23.15-11
Nostoc muscorum
23.15-2
19.15-14
7.15-22
23.15-8
15.15-10
7.15-2
19.15-16
19.15-13
Halothece sp. MPI 96P605
Synechocystis sp. WH 003
19.15-12
Dermocarpa sp.
Nodularia sp. KAC 13
11.15-4
Nostoc sp. Nostoc commune (UTEX 584)
Uncultured bacterium cluster F Scytonema sp.
Anabaena sp. L-31 Anabaena sp.
Anabaena 7120 Anabaena sp. A2
Nostoc PCC 6720 Anabaena variabilis
7.15-14 15.15-2
23.15-6 23.15-3
Uncultured bacterium clone MING-36A11.15-14
Plectonema boryanum Plectonema boryanum (IU 594)
19.15-5 15.15-4
7.15-1 7.15-9 7.15-5 15.15-6
7.15-23 19.15-10
7.15-24 7.15-20
11.15-13 11.15-6
Uncultured bacterium NR1629 Uncultured bacterium NR1619
Phormidium sp. Phormidium sp. AD1
11.15-7 11.15-1 11.15-9
11.15-5 19.15-7 19.15-2
23.15-9 23.15-5
15.15-12 15.15-5
15.15-3 15.15-1
Myxosarcina sp.Xenococcus sp.
Cyanothece sp. WH 8902 Cyanothece ATCC51142
Synechocystis sp. WH 002 Crocosphaera watsonii WH 8501
Calothrix sp. Fischerella UTEX1931
Chroococcidiopsis sp. Chroococcidiopsis thermalis PCC 7203
7.15-12 7.15-3
Symploca sp. PCC 8002 Microcoleus chthonoplastes
Trichodesmium sp. Trichodesmium sp.
Uncultured bacterium NR1633 Uncultured cyanobacterium clone NRE11.15-3 11.15-2
7.15-18 7.15-11
7.15-19 19.15-4
23.15-4 23.15-1
7.15-13 7.15-8 7.15-7 19.15-1
23.15-15 11.15-8
11.15-12 11.15-11
Desulfovibrio vulgaris Spirochaeta aurantia clone 2
100
100
89
100
50
82
83
100
100
96
50
63
100
98
100
74
70
100
91
57
100
100
84
100
95
73
79
90
56
78
99
89
70
70
100
100
73
86
91
53
51
100
56
100
6296
94
96
100
100
58
100
61
76
100
100
62
92
90
82
64
99
100
76
81
96
77
100
100
100
57
66
51
100
Cluster I
Cluster II
Cluster III
Cluster IV
Uncultured clone cluster
Cluster V
Cluster VI
Cluster VII
Unidentified cluster I
0
5
10
15
20
25
11.15 AM 3.15 PM 7.15 PM 11.15 PM 7.15 AM
time
# of clones
Unidentified cluster II
0
10
20
30
40
50
60
70
11.15 AM 3.15 PM 7.15 PM 11.15 PM 7.15 AM
time
# of clones
Unidentified cluster III
0
10
20
30
40
50
11.15 AM 3.15 PM 7.15 PM 11.15 PM 7.15 AM
time
# of clones
Unidentified cluster IV
02468
1012141618
11.15 AM 3.15 PM 7.15 PM 11.15 PM 7.15 AM
time
# of clones
Unidentified cluster V
0
2
4
6
8
10
12
14
11.15 AM 3.15 PM 7.15 PM 11.15 PM 7.15 AM
time
# of clones
Unidentified cluster VI
0
0.5
1
1.5
2
2.5
11.15 AM 3.15 PM 7.15 PM 11.15 PM 7.15 AM
time
# of clones
Unidentified cluster VII
0
2
4
6
8
10
12
14
11.15 AM 3.15 PM 7.15 PM 11.15 PM 7.15 AM
time
# of clones
Uncultured cyanobacterium clones cluster
0
5
10
15
20
25
30
35
40
11.15 AM 3.15 PM 7.15 PM 11.15 PM 7.15 AM
time
# of clones
Distribution of RT-PCR nifH clones
0
10
20
30
40
50
60
70
Time11.15AM
Time15.15PM
Time19.15PM
Time23.15PM
Time7.15 AM
Time points
# of clones
Unidentifiedcluster I
Unidentifiedcluster II
Unidentifiedcluster III
Unidentifiedcluster IV
Unculturedcyanobacteriumclones clusterUnidentifiedcluster V
Unidentifiedcluster VI
Unidentifiedcluster VII
Conclusions - 2
• Specific cyanobacterial groups express nitrogenase as a function of time.
• Unidentified clusters novel to oligotrophic Everglades epiphyton observed.
• Nitrogenase expression suggest nitrogen limitation.
• Presence of deep branching limits confidence in assigning diazotrophic groups.
3. Methanotrophic diversity along the nutrient gradient in
periphyton mats
• Capable of growth on methane as sole source of carbon and energy
• Divided into 2 major phylogenetic groups:- Type I ( proteobacteria)
- Type II ( proteobacteria)
• Methane oxidation - by methane monooxygenases (pMMO & sMMO)
• nifH characterization implicate methanotrophs as diazotrophs in periphyton.
• High methanogenesis in eutrophic sites
Methanotrophic bacteria
0.1 substitutions/site
Nitrosomonas europaea Methylobacter sp. LW12
F4-1 F4-8
Methylosinus sporium
Uncultured bacterium clone Zhenjiang
Methylocystis sp. SD5
Methylocaldum sp. E10_A
F4-6
F1-4 F1-3
Methylocystis sp. 62/12
F1-5
U3-2
Methylocaldum gracile
Methylocystis sp. KS33
Methylosinus trichosporium
F4-4
Unculture bacterium clone Maahas 5F4-3
F1-1
Methylocaldum sp. ML184 Methylocaldum sp. ML100
Methylocaldum tepidum Methylocaldum szegediense
Uncultured bacterium clone Maligaya 1Uncultured bacterium clone Maligaya 2
Methylococcus capsulatus Methanotroph FL-DIKO
F4-5 F1-2
U3-3 U3-1
F1-7 F1-6
F4-7 F4-2
Methylosinus sporium Methylosinus sp. PW1
Type II methanotroph AML-A3 Methylocystis sp. 42/22
100
97
100
100
99
71
100
99
100
81
97
100
66
73
100
98
95
69
87
100
95
100
57
92
95
99
Phylogenetic analysis of pmoA clones from F1, F4 & U3
Type I & X methanotrophs
Unidentified clades
Type II methanotrophs
Distribution of pmoA clones from F1, F4 & U3
Conclusions - 3
• Type I methanotrophs dominate in three sites, suggesting N limitation.
• F4 harbor a greater diversity including type X and type II methanotrophs.
• F1 and U3 not diverse, and U3 represents single dominated unidentified clade.
• Presence in periphyton mats indicate methane oxidation.
Summary
• nifH diversity differs along the nutrient gradient
• Nitrogenase expression characterized as a function of time
• Expression patterns complex, suggests regulated diel nitrogen fixation
• Unique uncharacterized clades of diazotrophs and methanotrophs identified
Future Applications
• Genome characterization of nitrogen fixers.
• Assessment of environmental regulatory mechanisms.
• Mapping the flow of N in periphyton.
Acknowledgements
• Dr. Andrew V. Ogram• Committee members:
»Dr. Sue Newman»Dr. Edward Phlips
• National Science Foundation• Lab members• My family
“…Restoring the Everglades is not rocket science or brain Surgery.
It’s much more complicated than that…”
- Don Boesch University of Maryland