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10/9/2017
1
Phylogenetics of the Sporulation Initiation Pathway
Philip Davidson, Ph.D.
Carnegie Mellon University
1
Subject: Evolution of Bacterial Signaling Pathways
Antibiotic
Salt
Glucose
Membrane Repair
Antibiotic Resistance
Metabolism
Histidine Kinase (HK)
Response Regulator (RR)
… … HK RR
Cognate Pair
Case Study: Sporulation Initiation (Spo0) Pathway
in Firmicutes Bacteria
3
Bacillus subtilis
Spo0F
Sporulation Kinases
Spo0B Spo0A
Endospores
Identified by Burbulys & Hoch in 1991
Sporulation (c. 2010)
4
Spo0F
Sporulation Kinase
Spo0B Spo0A
Phosphorelay
Bacillus subtilis
Paenibacillus polymyxa
Bacillus anthacis
Clostridia
Bacilli
?
Sporulation has different interaction architectures in each class (c. 2015)
5
Spo0F
Sporulation Kinase
Spo0B Spo0A
Phosphorelay
Bacillus subtilis
Paenibacillus polymyxa
Bacillus anthacis
Clostridia
Bacilli
Sporulation Kinase
Spo0A
Direct phosphorylation
Clostridium acetobutylicum
Clostridiodes difficile
Lachnoclostridium thermocellum
Same phenotype, Same master regulator,
Different interaction pattern
Direct phosphorylation
Phosphorelay
Phylogenetic Question
Homology of Spo0A and Phenotype suggest that there is a common ancestor
How do two different pathways evolve from the same common ancestor?
6
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2
How do two different pathways evolve from the same common ancestor?
• To investigate this problem we need…
– A Firmicutes species tree
– Distribution of sporulation initiation pathway architectures
7
How to construct a species tree
• Step 0 – Choose a set of genomes
• Step 1 – Choose data (Sequence acquisition)
• Step 2 – Multiple Sequence Alignment
• Step 3 – Choose substitution model
• Step 4 – Build your tree
• Step 5 – Analyze your tree
8
Step 0 - Genomes
• Broad distribution (84 Firmicutes)
– Both Clostridia and Bacilli species sporulate
– Spore-formers and non-spore-formers?
• Outgroup species for rooting (1 Fusobacteria)
9
Step 1 – Common types of data for species trees
• Necessary (ideal) characteristics:
– One unit per genome
– No horizontal gene transfer
• Common Types
– 16S ribosomal RNA
– Ribosomal proteins
– All singleton or “core” proteins (closely related)
10
16s rRNA vs. Protein data – What’s the big deal?
• 16s rRNA
– Only 4 values (Low information content)
– Insubstantial biochemical selection
• Protein Data (Singleton, Core, Ribosomal)
– 20 values!
– Biochemical selection
11 12
Species Tree
• Step 1 - Data – 50 ribosomal proteins
• Step 2, 3, and 4 - Tree construction – MAFFT/GUIDANCE
– Trim gapped col.
– RAxML
• Step 5 - Bootstrapped – 100 times
• n/a is black
• 0 is red
• 50 is yellow
• 100 is green
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3
13
Facultative anaerobes
Obligate anaerobes
Bacilli
Clostridia
Firmicutes
We can now ask our phylogenetic question in terms of the species tree!
14
No spores
No spores
Firmicutes
Spore-former
15
Spo0F
Sporulation Kinases
Spo0B Spo0A
Firmicutes
All sporulators must have a Spo0 pathway
Sporulation Kinases Spo0A
Architecture is poorly understood in many genomes
Direct phosphorylation
Phosphorelay
16
Spo0F
Sporulation Kinases
Spo0B Spo0A
What was the ancestral pathway?
Sporulation Kinases Spo0A
How did the pathway change?
17
Spo0F
Sporulation Kinases
Spo0B Spo0A
Direct phosphorylation of Spo0A in ancestral pathway,
phosphorelay emerged in Bacilli
Sporulation Kinases Spo0A
Standing Hypothesis: Ancestral direct phosphorylation
18
Evidence: - Clostridium are anaerobic
like ancestor - Simpler pathway
Spo0F
Sporulation Kinases
Spo0B Spo0A
Sporulation Kinases Spo0A
Standing Hypothesis: Ancestral direct phosphorylation
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4
Spo0F
Sporulation Kinases
Spo0B Spo0A
Sporulation Kinases Spo0A
Standing hypothesis is testable!
What is the present-day architecture?
Homology identification for the Spo0 Pathway
20
Antibiotic
Salt
Glucose
Membrane Repair
Antibiotic Resistance
Metabolism
HK RR
Cognate Pairs
B. Subtilis Spo0 Pathway
Easy to find signal transduction proteins, hard to tell them apart
• Domain-based homology identification
• Spo0A – Conserved output
domain
• Spo0 Kinases – Not adjacent to any RR
– PAS in sensor region
Spo0Fs are difficult to identify
Problem – Lack of output domain – “stand-alone receiver”
– Stand-alone receivers not unique to this pathway
Spo0A
Spo0F
Spo0B
Spo0Fs are difficult to identify
Solution – Identifiable by conservation of sequence features
– Identifiable by conservation of genome neighborhood
Spo0A
Spo0F
Spo0B
Bacillus subtilis
Spo0F is encoded in a conserved neighborhood
24
Bacillus subtilis
Bacillus anthracis
Bacillus amyloliquefaciens
Paenibacillus mucilaginosus
Clostridia acetobutylicum
Desulfotomaculum acetoxidans
Desulfosporosinus meridiei
Thermoanaerobacter. thermosaccharolyticum
Legend
– Transaldolase
– CTP synthase
– Fructose bisphosphate aldolase
• Look for neighboring genes to find Spo0F ( )
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5
Spo0F results
Spo0Fs are difficult to identify
Problem – Lack of output domain – “stand-alone receiver”
– Stand-alone receivers not unique to this pathway
Spo0A
Spo0F
Spo0B
Spo0Fs are difficult to identify
Solution – Identifiable by conservation of sequence features
– Identifiable by conservation of genome neighborhood
Spo0A
Spo0F
Spo0B
Bacillus subtilis
BLAST with B. subtilis Spo0B
Results are weakly supported
Most are called “Signal transduction Histidine kinase, regulating citrate/malate metabolism”
BLAST performed 10/14/13, including Firmicutes, excluding Bacilli family species
Spo0B Interaction Domain Conservation
• Weak conservation across whole protein
• Significant conservation in interaction domain
Spo0B is encoded in a conserved neighborhood
30
• Legend
– rProtein L21p
– rProtein L27
– ObgE-like GTPase
Bacillus subtilis
Bacillus lichenformis
Paenibacillus polymyxa
Bacillus amyloliquefaciens
Thermoanaerobact. thermosaccharolyticum
Desulfotomaculum acetoxidans
Desulfosporosinus meridiei
Clostridia acetobutylicum
• Examine genome neighborhoods for Spo0B( )
10/9/2017
6
Spo0B results
Spo0F
Sporulation Kinases
Spo0B Spo0A
Sporulation Kinases Spo0A
Standing hypothesis predictions are not consistent with observed
distribution
What was the ancestral pathway?
Spo0F
Sporulation Kinases
Spo0B Spo0A
Sporulation Kinases Spo0A
Presence of phosphorelay proteins suggests function, but….
Are these actually phosphorelays? Test a clostridial phosphorelay
D. acetoxidans
Experimental Verification of Phosphotransfer
34
P P
P P
P
P P
P
P P
P
P P
P
P P
A bacterium
P
P P
P P
P KP
KP Spo0F Spo0B
Spo0A
0F
Phosphotransfer Profiling Experimental Design for phosphorelays
K1 Hot ATP Spo0F Spo0B
Separate on PAGE gel
Expose on film
1 Spo0A
35
Spo0A
Spo0A
15
K1
Spo0B
Spo0F
K1
Dtox_1918 ATP [γ-32P] Spo0F Spo0B
Experimental Results
18 21 24 27 30
36
Spo0F
Dtox_1918
Spo0A
Spo0B
10/9/2017
7
Is each component necessary?
37
10 min
Dtox_1918 Spo0F
Spo0A
0A
K1
0F
K1
10 min
Dtox_1918
Spo0B Spo0A
0A
K1
0B
K1
10 min
Dtox_1918
Spo0A
0A
K1 K1
No direct transfer from
Kinase to Spo0A
Transfer to Spo0A not observed
without Spo0B
Transfer to Spo0A not observed
without Spo0F
Transfer to Spo0A requires all phosphorelay components.
D. acetoxidans Spo0 pathway is a phosphorelay!
Spo0F
Sporulation Kinases
Spo0B Spo0A
Sporulation Kinases Spo0A
Are these actually phosphorelays? 1. D. acetoxidans verified as phosphorelay
2. Are other predicted Spo0F and Spo0B proteins functional?
Similar specificity to experimentally verified Spo0 architectures suggests similar patterns of interaction
Kinase Spo0F Spo0B Spo0A
Bacilli
Clostridia
Encode Spo0F and Spo0B
Spo0F
Sporulation Kinases
Spo0B Spo0A
NELLEYD
QLGNSL
QGILEVD
TAGFQL
TGGFQL
TAGFQL
TSGFQI
TVGFQL
B. subtilis
Spo0F
Sporulation Kinases
Spo0B Spo0A
Sporulation Kinases Spo0A
Experimental and bioinformatic analyses support Clostridial
phosphorelays
Spo0F
Sporulation Kinases
Spo0B Spo0A
Sporulation Kinases Spo0A
What was the ancestral pathway?
How did the pathway change?
43
Bird’s eye view of the Firmicutes
Paenibacillaceae
Erysipelatrichaceae
Bacillaceae
Lactobacillaceae
Sporomusaceae
Veillonellaceae
Peptococcaceae
Thermoanaerobacterales
Clostridium sensu stricto
Ruminoccaceae
Lachnospiraceae
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8
Spo0 Architecture Distribution
• Patchy distribution in both classes
44
Evolutionary history of Spo0 Architecture
• What is the architecture of the common ancestral pathway?
• In which lineage(s) did the phosphorelay arise?
• In which lineages did remodeling occur?
45
What was the architecture of the ancestral pathway?
46
Ancestral direct phosphorylation Ancestral phosphorelay
Multiple emergence of phosphorelay?
47
Spo0F
Sporulation Kinases
Spo0B Spo0A
Spo0F
Sporulation Kinases
Spo0B Spo0A
B. subtilis
D. acetoxidans
Test by conservation of
interaction
Desulfotomaculum acetoxidans
Bacillus subtilis
Bs0F/Dt0F
Bs0B
Bs0A
Bsub_KinA
Dt0A
Bs0B - tag
Dt0B Dtox_1918
Bs0F Dt0F Bs0B Dt0F
Dt0B Bs0F Bs0F
Dt0A Dt0B Bs0F
Bs0A Bs0B
Bs0F
Dt0A Bs0B Dt0A Dt0A
Bs0F Dtox1918 BsKinA
48
• Each Desulfotomaculum Spo0 component is able to recapitulate the function of its counterpart
• Unlikely to arise coincidentally
Preservation of specificity What was the architecture of the ancestral pathway?
49
Ancestral direct phosphorylation Ancestral phosphorelay
Conservation of interaction suggests a shared origin for
the phosphorelay.
10/9/2017
9
Alternative Single Origin Hypothesis
50
Transfers into each lineage, regardless of origin
Later origin of phosphorelay, with transfer
Multiple transfers to obtain each component
B. Subtilis Spo0 Pathway
Bacillus subtilis
Each transfer must insert into same neighborhood
Spo0F
Spo0B
Transfer of the phosphorelay is unlikely
Hypothesis: Ancestral phosphorelay, with multiple instances of pathway remodeling
51
Multiple remodeling events from phosphorelay to direct
phosphorylation
Spo0F
Sporulation Kinases
Spo0B Spo0A Sporulation Kinases
Spo0A
Ancestral phosphorelay
Requires gain of interaction between kinase and Spo0A
What were the changes that allowed this to happen?
• Multiple remodeling events – Requires gain of
interaction between kinase and Spo0A
• What were the changes that allowed this to happen?
Specificity residues maintain signal fidelity and prevent crosstalk
52
Antibiotic
Salt
Glucose
Membrane Repair
Antibiotic Resistance
Metabolism
Interaction of HK and RR
TRLAEM?
DRLLRYN!
VRYREM?
TRLGAL? DEVLAYP >:( DEVLAYP!
DELLELN!
HK
RR
Small changes in specificity residues are tolerated
53
Antibiotic
Salt
Glucose
Membrane Repair
Antibiotic Resistance
Metabolism
DRLLRYN!
TRLAEM?
RRantibiotics Signal Strength
Recall: Specificity residues control signal fidelity
54
Antibiotic
Salt
Glucose
Membrane Repair
Antibiotic Resistance
Metabolism
RRantibiotics
HKsalt
RRsalt
HKantibiotics HKglucose
RRglucose
Signal fidelity and crosstalk within a cell
55
Antibiotic
Salt
Glucose
Membrane Repair
Antibiotic Resistance
Metabolism
RRantibiotics
HKsalt
RRsalt
HKantibiotics HKglucose
RRglucose
10/9/2017
10
Specificity spectra of the phosphorelay
56
Spo0F
KP Spo0B
Spo0A
Spo0F
Phosphorelay Kinase
Spo0A
Spo0B
Remodeling was mediated by changes in…
57
Spo0F
KP Spo0B
Spo0AP
KP
KD
KD
Spo0AD
Spo0AP
Spo0AD
Spo0A
KP KD
Sporulation Kinases
KD
Spo0AD Spo0AD
KD
Spo0F
KP
Spo0AP
KP
Spo0AP
Spo0B KD
KP Spo0B
Test remodeling by cross-species interactions
58
Spo0F
Sporulation Kinase
Spo0B Spo0A
Spo0F
Sporulation Kinase
Spo0B Spo0A
B. subtilis
D. acetoxidans
Sporulation Kinase Spo0A
C. acetobutylicum
Cross-species experiment results
– Bacillar phosphorelay (B. subtilis)
– Clostridial phosphorelay (D. acetoxidans)
– Direct phosphorylation (C. acetobutylicum)
Spo0F
Bacillus subtilis
Desulfotomaculum acetoxidans
Clostridium acetobutylicum
Spo0F Spo0A
Spo0A
Spo0A
Remodeling was mediated through changes in sporulation kinases
Remodeling was mediated by changes in…
60
Spo0F
KP Spo0B
Spo0AP
KP
KD
KD
Spo0AD
Spo0AP
Spo0AD
Spo0A
KP KD
Sporulation Kinases
KD
Spo0AD Spo0AD
KD
Spo0F
KP
Spo0AP
KP
Spo0AP
Spo0B KD
KP Spo0B
Overview
• Background: Bacterial signaling pathways
• Sporulation Initiation (Spo0) Pathway: a case study
The evolutionary history of the Spo0 pathway
– Ancestral phosphorelay
– Multiple remodeling events resulted in transition for phosphorelay to direct phosphorylation
– Remodeling was mediated through changes to sporulation kinases, not Spo0A
62
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11
Overview
• Background: Bacterial signaling pathways
• Sporulation Initiation (Spo0) Pathway: a case study
• The evolutionary history of the Spo0 pathway
– Ancestral Spo0 Pathway was a Phosphorelay
– Remodeling to a direct phosphorylation pathway was mediated through changes in Spo Kinases.
Discussion
– How could this remodeling happen?
63
Remodeling through changes in phosphorelay kinase specificity
Spo0F
Cell1
KP 0B
Spo0A
Cell1 Phosphorelay
KP
Cell1 Direct phosphorylation
Remodeling through acquisition of a kinase specific for Spo0A
65
Spo0F
Cell1
Cell2
K1
K2
0B
RR2
Spo0A
Spo0F1
Cell1
Cell2
K1
K2
Loss of K1/0F/0B
Acquisition of K2
Spo0A1
K2
Spo0A1
Cell1 Spo0A2 Spo0F2
0B
Cell1
Cell2
Overview
• Background: Bacterial signaling pathways
• Sporulation Initiation (Spo0) Pathway: a case study
• The evolutionary history of the Spo0 pathway
– Ancestral Spo0 Pathway was a Phosphorelay
– Remodeling to a direct phosphorylation pathway was mediated through changes in Spo Kinases.
Discussion
– How could this remodeling happen?
– Why does it happen so often?
66
Constrained nature of phosphorelay
• Spectrum of Spo0F must overlap with Spo0A
• Few mutations may be required to change targets
Spo0F
TSGFQL
Spo0A
TSGFET
Acquisition of new signals for sporulation
68
• Sporulation linked to survival
• New kinase may target Spo0A directly
10/9/2017
12
Recovery from loss of sporulation
• Recovery from loss of sporulation
– Loss of Spo0F or Spo0B = loss of sporulation
– Direct phosphorylaton may recover sporulation
Spo0F
KP
Spo0A
KD Spo0B
Summary
• Identification of Spo0 proteins
• Ancestral phosphorelay hypothesis
– Direct phosphorylation architecture is a derived state
– Remodeling occurs through changes in kinases not Spo0A
• Molecular recognition phosphorelay is flexible, permitting expansion