Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence....

47
A Molecular Phylogeny of Lampyridae Implications to the Evolution of Firefly Signaling Systems Gavin J. Martin, Nathan P. Lord, Michael F. Whiting, Marc A. Branham & Seth M. Bybee

Transcript of Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence....

Page 1: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

A Molecular Phylogeny of

Lampyridae

Implications to the

Evolution of Firefly

Signaling Systems

Gavin J. Martin, Nathan P. Lord, Michael F. Whiting,

Marc A. Branham & Seth M. Bybee

Page 2: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Outline Introduction to Lampyridae

Part 1

Vision/opsin

Part 2

Antennal/bioluminescence

Page 3: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Lampyridae Latrielle, 1817

~2000 species, ~83 genera

Cosmopolitan

Humid to arid

Bruce Marlin Sam Stewart

Page 4: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Lampyridae Defined by:

7 ventrites in male (6 in Luciolinae)

Page 5: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Lampyridae Defined by:

7 ventrites in male (6 in Luciolinae)

Usually 11 antennal segments

Page 6: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Lampyridae Defined by:

7 ventrites in male (6 in Luciolinae)

Usually 11 antennal segments

Page 7: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Lampyridae Defined by:

7 ventrites in male (6 in Luciolinae)

Usually 11 antennal segments

Antennal sockets in front of eyes

Trochanters attached obliquely to

femora

Page 8: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Lampyridae Defined by:

7 ventrites in male (6 in Luciolinae)

Usually 11 antennal segments

Antennal sockets in front of eyes

Trochanters attached obliquely to

femora

Page 9: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Lampyridae Defined by:

7 ventrites in male (6 in Luciolinae)

Usually 11 antennal segments

Antennal sockets in front of eyes

Trochanters attached obliquely to

femora

Tarsal claws simple (some

exceptions)

Page 10: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Lampyridae Defined by:

7 ventrites in male (6 in Luciolinae)

Usually 11 antennal segments

Antennal sockets in front of eyes

Trochanters attached obliquely to

femora

Tarsal claws simple (some

exceptions)

Page 11: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Lampyridae Defined by:

Head when retracted partially

covered by pronotum

Page 12: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Lampyridae Defined by:

Head when retracted partially

covered by pronotum

Page 13: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Lampyridae Defined by:

Head when retracted partially

covered by pronotum

Free labrum

Sickle-shaped mandibles

Abdominal spiracles usually in

pleural fold

Elytra with epipleura

Page 14: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.
Page 15: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Basics of insect vision

Page 16: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Apposition (most insects)

Superposition (Fireflies, most beetles &

nocturnal insects)

Page 17: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

What is an

Opsin?

Page 18: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.
Page 19: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.
Page 20: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.
Page 21: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Research Objectives

1. Use Next Generation Sequencing to assess

opsin number (copies and classes)

2. Assess ancestral state of bioluminescence

3. Determine potential association between

antennal type and use of bioluminescence

Page 22: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Methods Opsin phylogeny:

Trasncriptomes from 13 species were generated

as follows:

RNA extracted from whole body using

Nucleospin columns

cDNA generated using Illumina TruSeq v2

Sequenced on Illumina HiSeq 2000

101 paired-end reads

Genbank for rest of insects

Page 23: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Transcriptome assembly

Galaxy pipeline

PoPoolation; Trinity

PIA BLAST

Page 24: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Methods

Sequences aligned in Geneious using the

MAFFT L-INS-i strategy, and afterward

checked by eye

ML analysis

RAxML; 200 replicates, 1000 bootstrap pseudo

replicates

GTR +Γ model (Partition Finder)

All analyses were run on the BYU Fulton

Supercomputer

Page 25: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Results

Page 26: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Pyractomena dispersa

opsin generated

using Swiss Model

Page 27: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Ultra-violet opsin

Long-wavelength opsin

Page 28: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Only two opsin classes found (LW & UV) with

no duplicates

If only two copies of opsins are expressed,

what else can explain the ability for fireflies to

differentiate complex flash patterns?

Conclusions

Page 29: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Firefly

Communication Most well known for luminescence

Not all species using luminescence, many use

pheromones, while some use a combination of

both

Page 30: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Research Objectives

1. Use Next Generation Sequencing to assess

opsin number (copies and classes)

2. Assess ancestral state of bioluminescence

3. Determine potential association between

antennal type and use of bioluminescence

Page 31: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Materials 70 Taxa

3 outgroup taxa

16S, 18S & COI sequences used from Genbank

Morphological data from 410 character matrix

Jeng 2008

Male antennal characters were coded according

to the following categories:

Simple, expanded, branching

Page 32: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

0: Simple 1: Expanded 2: Branching

Page 33: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Methods

Sequences aligned in MAFFT using E-INS-i

for 16S and 18S, and G-INS-i for COI

Bayesian analysis: Mr. Bayes with posterior

probability for support values (detailed

methods available for those interested)

Characters mapped and ancestral states

reconstructed in Mesquite under parsimony

framework

Page 34: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Posterior Prob.: >90

Page 35: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Black: Non-Bioluminescent

White: Bioluminescent

Gray: Equivocal

Bioluminescence

Page 36: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Oxynopterus spRhagophthalmus ohbai

Plateros spPterotus obscuripennisBrachylampis blaisdelli

Ceylanidrilus spStenocladius sp

Stenocladius shirakiiStenocladius flavipennisStenocladius yoshikawai

Mimophaeopterus spFlabellotreta obscuricollis

Flabellotreta spDrilaster auxillarisDrilaster ohbayashiDrilaster borneensis

Drilaster spCyphonocerus ruficollis

Pollaclasis bifariaPristolycus sangulatus

Luciola ovalisLuciola parvulaLuciola lateralisBourgeoisia sp

Luciola cruciataLuciola filiformis

Luciola italicaLuciola sp

Luciola kuroiwaeCurtos sp

Curtos costipennisCurtos okinawanus

Lamprohiza splendidulaPhausis reticulataVesta saturnalis

Vesta spBicellonycha wickershamorum

Photuris congenerPhoturis pennsylvanicaPhoturis quadrifulgens

Photuris aff lucicrescensPhoturis tremulans

Micronaspis floridanaLucidota atra

Lucidina biplagiataPhosphaenus hemipterus

Pyropyga decipiensPyropyga nigricans

Ellychnia californicaEllychnia corruscaPhotinus australisPhotinus tanytoxis

Photinus pyralisPhotinus floridanus

Photinus punctulatusPyractomena palustrisPyractomena angulataPyractomena borealis

Aspisoma spPleotomodes needhami

Pleotomus pallensLampyris noctiluca

Microphotus angustusParaphausis eximiaDiaphanes formosusPyrocoelia atripennis

Pyrocoelia rufaPyrocoelia amplissima

Pyrocoelia fumosaLychnuris formosana

Pyrocoelia abdominalisPyrocoelia discicollis

Pyrocoelia matsumurai kumejimensis

Simple = White

Expanded = Green

Branching = Black

Present = White

Not Present = Black

Antennal type Bioluminescence

Page 37: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Oxynopterus spRhagophthalmus ohbai

Plateros spPterotus obscuripennisBrachylampis blaisdelli

Ceylanidrilus spStenocladius sp

Stenocladius shirakiiStenocladius flavipennisStenocladius yoshikawai

Mimophaeopterus spFlabellotreta obscuricollis

Flabellotreta spDrilaster auxillarisDrilaster ohbayashiDrilaster borneensis

Drilaster spCyphonocerus ruficollis

Pollaclasis bifariaPristolycus sangulatus

Luciola ovalisLuciola parvulaLuciola lateralisBourgeoisia sp

Luciola cruciataLuciola filiformis

Luciola italicaLuciola sp

Luciola kuroiwaeCurtos sp

Curtos costipennisCurtos okinawanus

Lamprohiza splendidulaPhausis reticulataVesta saturnalis

Vesta spBicellonycha wickershamorum

Photuris congenerPhoturis pennsylvanicaPhoturis quadrifulgens

Photuris aff lucicrescensPhoturis tremulans

Micronaspis floridanaLucidota atra

Lucidina biplagiataPhosphaenus hemipterus

Pyropyga decipiensPyropyga nigricans

Ellychnia californicaEllychnia corruscaPhotinus australisPhotinus tanytoxis

Photinus pyralisPhotinus floridanus

Photinus punctulatusPyractomena palustrisPyractomena angulataPyractomena borealis

Aspisoma spPleotomodes needhami

Pleotomus pallensLampyris noctiluca

Microphotus angustusParaphausis eximiaDiaphanes formosusPyrocoelia atripennis

Pyrocoelia rufaPyrocoelia amplissima

Pyrocoelia fumosaLychnuris formosana

Pyrocoelia abdominalisPyrocoelia discicollis

Pyrocoelia matsumurai kumejimensis

Simple Antennae

Simple = White

Expanded = Green

Branching = Black

Present = White

Not Present = Black

Antennal type Bioluminescence

Page 38: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Oxynopterus spRhagophthalmus ohbai

Plateros spPterotus obscuripennisBrachylampis blaisdelli

Ceylanidrilus spStenocladius sp

Stenocladius shirakiiStenocladius flavipennisStenocladius yoshikawai

Mimophaeopterus spFlabellotreta obscuricollis

Flabellotreta spDrilaster auxillarisDrilaster ohbayashiDrilaster borneensis

Drilaster spCyphonocerus ruficollis

Pollaclasis bifariaPristolycus sangulatus

Luciola ovalisLuciola parvulaLuciola lateralisBourgeoisia sp

Luciola cruciataLuciola filiformis

Luciola italicaLuciola sp

Luciola kuroiwaeCurtos sp

Curtos costipennisCurtos okinawanus

Lamprohiza splendidulaPhausis reticulataVesta saturnalis

Vesta spBicellonycha wickershamorum

Photuris congenerPhoturis pennsylvanicaPhoturis quadrifulgens

Photuris aff lucicrescensPhoturis tremulans

Micronaspis floridanaLucidota atra

Lucidina biplagiataPhosphaenus hemipterus

Pyropyga decipiensPyropyga nigricans

Ellychnia californicaEllychnia corruscaPhotinus australisPhotinus tanytoxis

Photinus pyralisPhotinus floridanus

Photinus punctulatusPyractomena palustrisPyractomena angulataPyractomena borealis

Aspisoma spPleotomodes needhami

Pleotomus pallensLampyris noctiluca

Microphotus angustusParaphausis eximiaDiaphanes formosusPyrocoelia atripennis

Pyrocoelia rufaPyrocoelia amplissima

Pyrocoelia fumosaLychnuris formosana

Pyrocoelia abdominalisPyrocoelia discicollis

Pyrocoelia matsumurai kumejimensis

Simple Antennae

Simple = White

Expanded = Green

Branching = Black

Present = White

Not Present = Black

Antennal type Bioluminescence

Page 39: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Oxynopterus spRhagophthalmus ohbai

Plateros spPterotus obscuripennisBrachylampis blaisdelli

Ceylanidrilus spStenocladius sp

Stenocladius shirakiiStenocladius flavipennisStenocladius yoshikawai

Mimophaeopterus spFlabellotreta obscuricollis

Flabellotreta spDrilaster auxillarisDrilaster ohbayashiDrilaster borneensis

Drilaster spCyphonocerus ruficollis

Pollaclasis bifariaPristolycus sangulatus

Luciola ovalisLuciola parvulaLuciola lateralisBourgeoisia sp

Luciola cruciataLuciola filiformis

Luciola italicaLuciola sp

Luciola kuroiwaeCurtos sp

Curtos costipennisCurtos okinawanus

Lamprohiza splendidulaPhausis reticulataVesta saturnalis

Vesta spBicellonycha wickershamorum

Photuris congenerPhoturis pennsylvanicaPhoturis quadrifulgens

Photuris aff lucicrescensPhoturis tremulans

Micronaspis floridanaLucidota atra

Lucidina biplagiataPhosphaenus hemipterus

Pyropyga decipiensPyropyga nigricans

Ellychnia californicaEllychnia corruscaPhotinus australisPhotinus tanytoxis

Photinus pyralisPhotinus floridanus

Photinus punctulatusPyractomena palustrisPyractomena angulataPyractomena borealis

Aspisoma spPleotomodes needhami

Pleotomus pallensLampyris noctiluca

Microphotus angustusParaphausis eximiaDiaphanes formosusPyrocoelia atripennis

Pyrocoelia rufaPyrocoelia amplissima

Pyrocoelia fumosaLychnuris formosana

Pyrocoelia abdominalisPyrocoelia discicollis

Pyrocoelia matsumurai kumejimensis

Branching Antennae

Simple = White

Expanded = Green

Branching = Black

Present = White

Not Present = Black

Antennal type Bioluminescence

Page 40: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Oxynopterus spRhagophthalmus ohbai

Plateros spPterotus obscuripennisBrachylampis blaisdelli

Ceylanidrilus spStenocladius sp

Stenocladius shirakiiStenocladius flavipennisStenocladius yoshikawai

Mimophaeopterus spFlabellotreta obscuricollis

Flabellotreta spDrilaster auxillarisDrilaster ohbayashiDrilaster borneensis

Drilaster spCyphonocerus ruficollis

Pollaclasis bifariaPristolycus sangulatus

Luciola ovalisLuciola parvulaLuciola lateralisBourgeoisia sp

Luciola cruciataLuciola filiformis

Luciola italicaLuciola sp

Luciola kuroiwaeCurtos sp

Curtos costipennisCurtos okinawanus

Lamprohiza splendidulaPhausis reticulataVesta saturnalis

Vesta spBicellonycha wickershamorum

Photuris congenerPhoturis pennsylvanicaPhoturis quadrifulgens

Photuris aff lucicrescensPhoturis tremulans

Micronaspis floridanaLucidota atra

Lucidina biplagiataPhosphaenus hemipterus

Pyropyga decipiensPyropyga nigricans

Ellychnia californicaEllychnia corruscaPhotinus australisPhotinus tanytoxis

Photinus pyralisPhotinus floridanus

Photinus punctulatusPyractomena palustrisPyractomena angulataPyractomena borealis

Aspisoma spPleotomodes needhami

Pleotomus pallensLampyris noctiluca

Microphotus angustusParaphausis eximiaDiaphanes formosusPyrocoelia atripennis

Pyrocoelia rufaPyrocoelia amplissima

Pyrocoelia fumosaLychnuris formosana

Pyrocoelia abdominalisPyrocoelia discicollis

Pyrocoelia matsumurai kumejimensis

Branching Antennae

Simple = White

Expanded = Green

Branching = Black

Present = White

Not Present = Black

Antennal type Bioluminescence

Page 41: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Oxynopterus spRhagophthalmus ohbai

Plateros spPterotus obscuripennisBrachylampis blaisdelli

Ceylanidrilus spStenocladius sp

Stenocladius shirakiiStenocladius flavipennisStenocladius yoshikawai

Mimophaeopterus spFlabellotreta obscuricollis

Flabellotreta spDrilaster auxillarisDrilaster ohbayashiDrilaster borneensis

Drilaster spCyphonocerus ruficollis

Pollaclasis bifariaPristolycus sangulatus

Luciola ovalisLuciola parvulaLuciola lateralisBourgeoisia sp

Luciola cruciataLuciola filiformis

Luciola italicaLuciola sp

Luciola kuroiwaeCurtos sp

Curtos costipennisCurtos okinawanus

Lamprohiza splendidulaPhausis reticulataVesta saturnalis

Vesta spBicellonycha wickershamorum

Photuris congenerPhoturis pennsylvanicaPhoturis quadrifulgens

Photuris aff lucicrescensPhoturis tremulans

Micronaspis floridanaLucidota atra

Lucidina biplagiataPhosphaenus hemipterus

Pyropyga decipiensPyropyga nigricans

Ellychnia californicaEllychnia corruscaPhotinus australisPhotinus tanytoxis

Photinus pyralisPhotinus floridanus

Photinus punctulatusPyractomena palustrisPyractomena angulataPyractomena borealis

Aspisoma spPleotomodes needhami

Pleotomus pallensLampyris noctiluca

Microphotus angustusParaphausis eximiaDiaphanes formosusPyrocoelia atripennis

Pyrocoelia rufaPyrocoelia amplissima

Pyrocoelia fumosaLychnuris formosana

Pyrocoelia abdominalisPyrocoelia discicollis

Pyrocoelia matsumurai kumejimensis

Expanded

Antennae

Simple = White

Expanded = Green

Branching = Black

Present = White

Not Present = Black

Antennal type Bioluminescence

Page 42: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Ancestral state of sexual communication in

Lampyridae is found to be non-bioluminescent

With one exception (Ototretinae), simple

antennae are associated with use of

bioluminescence

With the exception of two genera (Pterotus and

Vesta), branching antennae are associated with

non-bioluminescence

Conclusions

Page 43: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Future Directions Narrow the vision...

Increase taxon sampling to include all subfamilies

and additional outgroups

Incorporate signaling system data and photic

organ/antennal morphology

Test for statistical correlations (e.g. BayesTraits)

Page 44: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Ototretinae

Cyphonocerinae

Lampyrinae

Luciolinae

Photurinae

Posterior Prob.: >90

Pterotinae

Page 45: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Acknowledgements I especially like to thank the members of my committee

and my co-authors without whom this project would not be possible

I would additionally like to thank the following:

Members of the Whiting and Bybee lab group:

Joseph Mugleston, Haley Wightman, David Morris, Anton Suvorov, Yelena Pacheco, Taylor King, Preston Arnold, Michael Naegle, Michael Swindle

Brigham Young University Graduate Student Fellowship and NSF for funding

Brigham Young University Fulton Supercomputer for computing resources

Page 46: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Questions??

Page 47: Implications to the Evolution of Firefly Signaling Systems...Antennal type Bioluminescence. Ancestral state of sexual communication in Lampyridae is found to be non-bioluminescent.

Methods Cont.

Mr. Bayes

39,095,000 generations

2 parallel runs

8 chains each

Data partitioned by gene and morphology

according to Partition Finder

MK + Γ model for morphology

GTR + Γ + I model for all genes

Stationarity checked in Tracer