SlideShare a Scribd company logo
1 of 45
Download to read offline
Species-level systematics of Bartsia
(Orobanchaceae): a multilocus approach with
complete sampling and hundreds of individuals
for a rapid and recent Andean radiation
Simon Uribe-Convers and David C. Tank
University of Idaho
www.simonuribe.com@uribe_convers
- Linnaeus
- Herbs and shrubs
- Hemiparasite
- Alpine ecosystems
- ca. 49 species
- 2 species in Africa
- 1 species in Europe and northeastern North America
- 1 species in the Mediterranean
- ca. 45 species in South America
high levels of sympatry
Molau, 1990
Back in 1990...
Back in 1990...
Molau, 1990
Těšitel et al., 2010 Scheunert et al., 2012
Scheunert et al., 2012
Modified from Scheunert et al., 2012
Bellardia All.
Bellardia trixago
Bellardia viscosa
Bellardia latifolia
Bellardia canescens
Bellardia mutica
0.02
Odontites violaceus var brevifolius
Rhinanthus freynii
Bartsia santolinifolia
Bartsia pedicularoides
Melampyrum sylvaticum
Bartsia sp 5
Tozzia alpina
Euphrasia regelii
Bartsia melampyroides
Rhynchocorys maxima
Hedbergia abyssinica var nykiensis
Bartsia sericea
Bartsia thiantha
Odontites linkii ssp cyprius
Bartsia decurva
Rhynchocorys orientalis
Melampyrum lineare
Bartsia longiflora ssp longiflora
Rhinanthus serotinus
Bartsia alpina
Bartsia trixago
Euphrasia stricta
Euphrasia mollis
Rhynchocorys elephas
Bartsia ramosa
Hedbergia abyssinica var abyssinica
Bartsia tenuis
Bartsia crenoloba
Bartsia laniflora
Odontites corsicus
Rhynchocorys stricta
Odontites vulcanicus
Melampyrum carstiense
Rhinanthus kyrollae
Bartsia sp 7
Bartsia pyricarpa
Odontites vulgaris
Bartsia laticrenata
Euphrasia collina
Parentucellia viscosa
Euphrasia alsa
Bartsia orthocarpiflora
Rhynchocorys odontophylla
Rhinanthus crista galli
Rhynchocorys kurdica
Hedbergia abyssinica var petitiana
Bartsia stricta
Bornmuellerantha aucheri
Lathraea squamaria
1/100
1/93
1/100
1/93
0.98/-
1/100
1/98
0.92/-
1/92
1/100
1/93
0.98/99
1/83
1/100
1/100
1/100
1/100
1/100
1/100
1/83
0.98/-
0.99/73
0.94/80
1/88
1/100
1/100
1/100
1/100
1/100
1/100
1/100
1/98
1/100
1/100
1/100
1/100
1/1001/100
1/89
nrDNA: ITS, ETS
cpDNA: rps16, trnT-F
MA0.05.010.015.020.025.030.035.040.0
South American Bartsia (45)
Odontites (32)
Euphrasia (350)
Rhynchocorys (6)
Rhinanthus (45)
Melampyrum (35)
Bellardia (3)
Hedbergia
Tozzia alpina (1)
Lathraea (7)
(3)
Bartsia alpina (1)
S.Am. Bartsia
Background
0.1 0.2 0.3 0.4
051015
Net Diversification Rate
Density
ca. 2 Ma
MA0.05.010.015.020.025.030.0
South American Bartsia (45)
Odontites (32)
Euphrasia (350)
Rhynchocorys (6)
Rhinanthus (45)
Melampyrum (35)
Bellardia (3)
Hedbergia
Tozzia alpina (1)
Lathraea (7)
(3)
Bartsia alpina (1)
ca. 2 Ma
S.Am. Bartsia
Background
0.1 0.2 0.3 0.4
051015
Net Diversification Rate
Density
http://goo.gl/l3DnHD
http://goo.gl/ritOL4
Bellardia trixago (L.) All.
http://goo.gl/o0e7Gs
Bellardia viscosa
(L.) Fisch. & C.A. Mey	

Bellardia latifolia (L.) Cuatrec. South American Bartsia
Modified from Scheunert et al., 2012
Bellardia All.
Bellardia trixago
Bellardia viscosa
Bellardia latifolia
Bellardia canescens
Bellardia mutica
MA0.05.010.015.020.025.030.035.040.0
South American Bartsia (45)
Odontites (32)
Euphrasia (350)
Rhynchocorys (6)
Rhinanthus (45)
Melampyrum (35)
Bellardia (3)
Hedbergia
Tozzia alpina (1)
Lathraea (7)
(3)
Bartsia alpina (1)
Bellardia
MA0.05.010.015.020.025.030.035.040.0
South American Bartsia (45)
Odontites (32)
Euphrasia (350)
Rhynchocorys (6)
Rhinanthus (45)
Melampyrum (35)
Bellardia (3)
Hedbergia
Tozzia alpina (1)
Lathraea (7)
(3)
Bartsia alpina (1)
Neobartsia Uribe-Convers & Tank
Pseudoparentucellia viscosa Uribe-Convers & Tank
Parentucellia latifolia
Bellardia trixago
Modified from Scheunert et al., 2012
Bellardia All.
Bellardia trixago
Bellardia viscosa
Bellardia latifolia
Bellardia canescens
Bellardia mutica
South American Bartsia (45)
Bellardia (3)
Neobartsia Uribe-Convers & Tank
Schaal & Olsen, 2000Maddison, 1997
Multilocus dataset
Yang & Rannala, 2010
−100 −80 −60 −40
−60−40−20020
0
1000
2000
3000
4000
5000
6000
●●●●
●●●
●●●●●●●●●
●
●
●●●●
●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●
●●●●●●
●
●●●●●●●●●●●●●●●●●●●●●●
●●●
●●●●●●
●●●
●●●● ●
●●●●●●●●●●●●●●●●●●●●●
●●●●●●●
●●●●●●●●●●●●●
●●●●●●●●●●●●●●●●
●●●
●●●●●●●●●●
●●
●●●●
●
●
●
●
●●●●●●
●●●●
●●●
●●
●
●●●●●●●●●
●●●●●●●●
●●●●
●●●●●
●●
●●●●●●●
●●●●●●●●●●●●
●
●●●●●●●●●●●●●●●●
●●●●●●●
●
●●●●
●
●
●
●
●●
●
●
●●●
●
●
●
● ●●●
●●
●●
●
●●●●●●●●●●●●●●●●●●●●
●●●●●
●●●
●
●●●●●●●●●●●
●●●
●
●●●●●●●●●●●●●●●●●●●●●●●●
●●●
●●●●●●●●
●●●●
●●●●●●●●
●●●●●●●
●●●●●●●●●
●●●●●●
●●●●●●●●●
●
●●
●●●●●●
●●
●●●●
●●●●●●●
●●●●●●●●●●●●●●●●●
●●●●●
●●●●●●●●●●●●●
●●●
●●●●
●●
●●
●
●
●
●
- 505 samples Neobartsia
- All species
- Multiple individuals
Uribe-Convers et al., 2014
-48 chloroplast and 48 nuclear regions
- ca. 50,000 bp
-576 samples
-Amplification of 24 microfluidic Fluidigm chips (55,296 PCRs!)
-12 for the chloroplast and 12 for the nuclear genome
-Sequencing in Illumina MiSeq (~21 million 300 bp paired-end reads)
Haploid or
Diploid Homozygote
Diploid Heterozygote
p
q
Phylogenomics talk: Wed. 4:30 pm.
cpDNA - ~25Kb
100
100
100
100
Bellardia
Parentucellia
Pseudoparentucellia
Neobartsia
100
5 3
1
2
0
Neobartsia filiformis
-100 -90 -80 -70 -60 -50 -40
-60-40-20020
Neobartsia filiformis
0
1000
2000
3000
4000
5000
6000
Neobartsia filiformis
Neobartsia pedicularoides
−90 −80 −70 −60 −50 −40 −30
−60−40−20020
Neobartsia pedicularoides
0
1000
2000
3000
4000
5000
6000
●●●●●●●●●
●
●●●●●
●●●
●●●●●●●●●
●●
●●
●●
●
●●● ●
●
●
●
Neobartsia pedicularoides
100
A)
B)
Coalescent-based methods with allelic information
*BEAST
MP-EST
Coalescent-based methods with allelic information
*BEAST
MP-EST
37.8 hours (~1.5 days) per million generation
Not possible to run, exceeds memory
Coalescent-based methods with allelic information
Reduced dataset - 3 individuals per species
*BEAST
MP-EST
3.5 hours per million generation
ca. one month to finish
Species tree estimation - STAR
Data without allelic information, ambiguity code instead
Species tree estimation - STAR
Data without allelic information, ambiguity code instead
Data without allelic information, ambiguity code instead
Traditional methods - Concatenated analysis
of cpDNA and nuclear loci ~50kb
Data without allelic information, ambiguity code instead
Traditional methods - Concatenated analysis
of cpDNA and nuclear loci ~50kb
Data without allelic information, ambiguity code instead
N. adenophylla
N. serrata
N. filiformis
Traditional methods - Concatenated analysis
of cpDNA and nuclear loci ~50kb
De Queiroz, 2007
20,000 BP Present
#nextgenerationproblems
Tank lab
Diego Morales-Briones, Hannah Marx
Sarah Jacobs, Maribeth Latvis
!
Olmstead lab
Dick Olmstead, John Chau, Laura Frost
!
Nicolai Nürk
Laura Kubatko
Segundo Leyva, Mario Zapata
!
Acknowledgments
@uribe_convers

More Related Content

Recently uploaded

Cot curve, melting temperature, unique and repetitive DNA
Cot curve, melting temperature, unique and repetitive DNACot curve, melting temperature, unique and repetitive DNA
Cot curve, melting temperature, unique and repetitive DNACherry
 
GBSN - Microbiology (Unit 3)Defense Mechanism of the body
GBSN - Microbiology (Unit 3)Defense Mechanism of the body GBSN - Microbiology (Unit 3)Defense Mechanism of the body
GBSN - Microbiology (Unit 3)Defense Mechanism of the body Areesha Ahmad
 
Module for Grade 9 for Asynchronous/Distance learning
Module for Grade 9 for Asynchronous/Distance learningModule for Grade 9 for Asynchronous/Distance learning
Module for Grade 9 for Asynchronous/Distance learninglevieagacer
 
Porella : features, morphology, anatomy, reproduction etc.
Porella : features, morphology, anatomy, reproduction etc.Porella : features, morphology, anatomy, reproduction etc.
Porella : features, morphology, anatomy, reproduction etc.Cherry
 
Dr. E. Muralinath_ Blood indices_clinical aspects
Dr. E. Muralinath_ Blood indices_clinical  aspectsDr. E. Muralinath_ Blood indices_clinical  aspects
Dr. E. Muralinath_ Blood indices_clinical aspectsmuralinath2
 
Biogenic Sulfur Gases as Biosignatures on Temperate Sub-Neptune Waterworlds
Biogenic Sulfur Gases as Biosignatures on Temperate Sub-Neptune WaterworldsBiogenic Sulfur Gases as Biosignatures on Temperate Sub-Neptune Waterworlds
Biogenic Sulfur Gases as Biosignatures on Temperate Sub-Neptune WaterworldsSérgio Sacani
 
Use of mutants in understanding seedling development.pptx
Use of mutants in understanding seedling development.pptxUse of mutants in understanding seedling development.pptx
Use of mutants in understanding seedling development.pptxRenuJangid3
 
ONLINE VOTING SYSTEM SE Project for vote
ONLINE VOTING SYSTEM SE Project for voteONLINE VOTING SYSTEM SE Project for vote
ONLINE VOTING SYSTEM SE Project for voteRaunakRastogi4
 
Human & Veterinary Respiratory Physilogy_DR.E.Muralinath_Associate Professor....
Human & Veterinary Respiratory Physilogy_DR.E.Muralinath_Associate Professor....Human & Veterinary Respiratory Physilogy_DR.E.Muralinath_Associate Professor....
Human & Veterinary Respiratory Physilogy_DR.E.Muralinath_Associate Professor....muralinath2
 
module for grade 9 for distance learning
module for grade 9 for distance learningmodule for grade 9 for distance learning
module for grade 9 for distance learninglevieagacer
 
The Mariana Trench remarkable geological features on Earth.pptx
The Mariana Trench remarkable geological features on Earth.pptxThe Mariana Trench remarkable geological features on Earth.pptx
The Mariana Trench remarkable geological features on Earth.pptxseri bangash
 
TransientOffsetin14CAftertheCarringtonEventRecordedbyPolarTreeRings
TransientOffsetin14CAftertheCarringtonEventRecordedbyPolarTreeRingsTransientOffsetin14CAftertheCarringtonEventRecordedbyPolarTreeRings
TransientOffsetin14CAftertheCarringtonEventRecordedbyPolarTreeRingsSérgio Sacani
 
Bhiwandi Bhiwandi ❤CALL GIRL 7870993772 ❤CALL GIRLS ESCORT SERVICE In Bhiwan...
Bhiwandi Bhiwandi ❤CALL GIRL 7870993772 ❤CALL GIRLS  ESCORT SERVICE In Bhiwan...Bhiwandi Bhiwandi ❤CALL GIRL 7870993772 ❤CALL GIRLS  ESCORT SERVICE In Bhiwan...
Bhiwandi Bhiwandi ❤CALL GIRL 7870993772 ❤CALL GIRLS ESCORT SERVICE In Bhiwan...Monika Rani
 
Genome sequencing,shotgun sequencing.pptx
Genome sequencing,shotgun sequencing.pptxGenome sequencing,shotgun sequencing.pptx
Genome sequencing,shotgun sequencing.pptxCherry
 
POGONATUM : morphology, anatomy, reproduction etc.
POGONATUM : morphology, anatomy, reproduction etc.POGONATUM : morphology, anatomy, reproduction etc.
POGONATUM : morphology, anatomy, reproduction etc.Cherry
 
COMPOSTING : types of compost, merits and demerits
COMPOSTING : types of compost, merits and demeritsCOMPOSTING : types of compost, merits and demerits
COMPOSTING : types of compost, merits and demeritsCherry
 
GBSN - Biochemistry (Unit 2) Basic concept of organic chemistry
GBSN - Biochemistry (Unit 2) Basic concept of organic chemistry GBSN - Biochemistry (Unit 2) Basic concept of organic chemistry
GBSN - Biochemistry (Unit 2) Basic concept of organic chemistry Areesha Ahmad
 
Genome Projects : Human, Rice,Wheat,E coli and Arabidopsis.
Genome Projects : Human, Rice,Wheat,E coli and Arabidopsis.Genome Projects : Human, Rice,Wheat,E coli and Arabidopsis.
Genome Projects : Human, Rice,Wheat,E coli and Arabidopsis.Cherry
 
Kanchipuram Escorts 🥰 8617370543 Call Girls Offer VIP Hot Girls
Kanchipuram Escorts 🥰 8617370543 Call Girls Offer VIP Hot GirlsKanchipuram Escorts 🥰 8617370543 Call Girls Offer VIP Hot Girls
Kanchipuram Escorts 🥰 8617370543 Call Girls Offer VIP Hot GirlsDeepika Singh
 

Recently uploaded (20)

Cot curve, melting temperature, unique and repetitive DNA
Cot curve, melting temperature, unique and repetitive DNACot curve, melting temperature, unique and repetitive DNA
Cot curve, melting temperature, unique and repetitive DNA
 
Site Acceptance Test .
Site Acceptance Test                    .Site Acceptance Test                    .
Site Acceptance Test .
 
GBSN - Microbiology (Unit 3)Defense Mechanism of the body
GBSN - Microbiology (Unit 3)Defense Mechanism of the body GBSN - Microbiology (Unit 3)Defense Mechanism of the body
GBSN - Microbiology (Unit 3)Defense Mechanism of the body
 
Module for Grade 9 for Asynchronous/Distance learning
Module for Grade 9 for Asynchronous/Distance learningModule for Grade 9 for Asynchronous/Distance learning
Module for Grade 9 for Asynchronous/Distance learning
 
Porella : features, morphology, anatomy, reproduction etc.
Porella : features, morphology, anatomy, reproduction etc.Porella : features, morphology, anatomy, reproduction etc.
Porella : features, morphology, anatomy, reproduction etc.
 
Dr. E. Muralinath_ Blood indices_clinical aspects
Dr. E. Muralinath_ Blood indices_clinical  aspectsDr. E. Muralinath_ Blood indices_clinical  aspects
Dr. E. Muralinath_ Blood indices_clinical aspects
 
Biogenic Sulfur Gases as Biosignatures on Temperate Sub-Neptune Waterworlds
Biogenic Sulfur Gases as Biosignatures on Temperate Sub-Neptune WaterworldsBiogenic Sulfur Gases as Biosignatures on Temperate Sub-Neptune Waterworlds
Biogenic Sulfur Gases as Biosignatures on Temperate Sub-Neptune Waterworlds
 
Use of mutants in understanding seedling development.pptx
Use of mutants in understanding seedling development.pptxUse of mutants in understanding seedling development.pptx
Use of mutants in understanding seedling development.pptx
 
ONLINE VOTING SYSTEM SE Project for vote
ONLINE VOTING SYSTEM SE Project for voteONLINE VOTING SYSTEM SE Project for vote
ONLINE VOTING SYSTEM SE Project for vote
 
Human & Veterinary Respiratory Physilogy_DR.E.Muralinath_Associate Professor....
Human & Veterinary Respiratory Physilogy_DR.E.Muralinath_Associate Professor....Human & Veterinary Respiratory Physilogy_DR.E.Muralinath_Associate Professor....
Human & Veterinary Respiratory Physilogy_DR.E.Muralinath_Associate Professor....
 
module for grade 9 for distance learning
module for grade 9 for distance learningmodule for grade 9 for distance learning
module for grade 9 for distance learning
 
The Mariana Trench remarkable geological features on Earth.pptx
The Mariana Trench remarkable geological features on Earth.pptxThe Mariana Trench remarkable geological features on Earth.pptx
The Mariana Trench remarkable geological features on Earth.pptx
 
TransientOffsetin14CAftertheCarringtonEventRecordedbyPolarTreeRings
TransientOffsetin14CAftertheCarringtonEventRecordedbyPolarTreeRingsTransientOffsetin14CAftertheCarringtonEventRecordedbyPolarTreeRings
TransientOffsetin14CAftertheCarringtonEventRecordedbyPolarTreeRings
 
Bhiwandi Bhiwandi ❤CALL GIRL 7870993772 ❤CALL GIRLS ESCORT SERVICE In Bhiwan...
Bhiwandi Bhiwandi ❤CALL GIRL 7870993772 ❤CALL GIRLS  ESCORT SERVICE In Bhiwan...Bhiwandi Bhiwandi ❤CALL GIRL 7870993772 ❤CALL GIRLS  ESCORT SERVICE In Bhiwan...
Bhiwandi Bhiwandi ❤CALL GIRL 7870993772 ❤CALL GIRLS ESCORT SERVICE In Bhiwan...
 
Genome sequencing,shotgun sequencing.pptx
Genome sequencing,shotgun sequencing.pptxGenome sequencing,shotgun sequencing.pptx
Genome sequencing,shotgun sequencing.pptx
 
POGONATUM : morphology, anatomy, reproduction etc.
POGONATUM : morphology, anatomy, reproduction etc.POGONATUM : morphology, anatomy, reproduction etc.
POGONATUM : morphology, anatomy, reproduction etc.
 
COMPOSTING : types of compost, merits and demerits
COMPOSTING : types of compost, merits and demeritsCOMPOSTING : types of compost, merits and demerits
COMPOSTING : types of compost, merits and demerits
 
GBSN - Biochemistry (Unit 2) Basic concept of organic chemistry
GBSN - Biochemistry (Unit 2) Basic concept of organic chemistry GBSN - Biochemistry (Unit 2) Basic concept of organic chemistry
GBSN - Biochemistry (Unit 2) Basic concept of organic chemistry
 
Genome Projects : Human, Rice,Wheat,E coli and Arabidopsis.
Genome Projects : Human, Rice,Wheat,E coli and Arabidopsis.Genome Projects : Human, Rice,Wheat,E coli and Arabidopsis.
Genome Projects : Human, Rice,Wheat,E coli and Arabidopsis.
 
Kanchipuram Escorts 🥰 8617370543 Call Girls Offer VIP Hot Girls
Kanchipuram Escorts 🥰 8617370543 Call Girls Offer VIP Hot GirlsKanchipuram Escorts 🥰 8617370543 Call Girls Offer VIP Hot Girls
Kanchipuram Escorts 🥰 8617370543 Call Girls Offer VIP Hot Girls
 

Featured

PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024Neil Kimberley
 
Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)contently
 
How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024Albert Qian
 
Social Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie InsightsSocial Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie InsightsKurio // The Social Media Age(ncy)
 
Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024Search Engine Journal
 
5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summarySpeakerHub
 
ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd Clark Boyd
 
Getting into the tech field. what next
Getting into the tech field. what next Getting into the tech field. what next
Getting into the tech field. what next Tessa Mero
 
Google's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search IntentGoogle's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search IntentLily Ray
 
Time Management & Productivity - Best Practices
Time Management & Productivity -  Best PracticesTime Management & Productivity -  Best Practices
Time Management & Productivity - Best PracticesVit Horky
 
The six step guide to practical project management
The six step guide to practical project managementThe six step guide to practical project management
The six step guide to practical project managementMindGenius
 
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...RachelPearson36
 
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...Applitools
 
12 Ways to Increase Your Influence at Work
12 Ways to Increase Your Influence at Work12 Ways to Increase Your Influence at Work
12 Ways to Increase Your Influence at WorkGetSmarter
 
Ride the Storm: Navigating Through Unstable Periods / Katerina Rudko (Belka G...
Ride the Storm: Navigating Through Unstable Periods / Katerina Rudko (Belka G...Ride the Storm: Navigating Through Unstable Periods / Katerina Rudko (Belka G...
Ride the Storm: Navigating Through Unstable Periods / Katerina Rudko (Belka G...DevGAMM Conference
 
Barbie - Brand Strategy Presentation
Barbie - Brand Strategy PresentationBarbie - Brand Strategy Presentation
Barbie - Brand Strategy PresentationErica Santiago
 

Featured (20)

PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024
 
Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)
 
How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024
 
Social Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie InsightsSocial Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie Insights
 
Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024
 
5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary
 
ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd
 
Getting into the tech field. what next
Getting into the tech field. what next Getting into the tech field. what next
Getting into the tech field. what next
 
Google's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search IntentGoogle's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search Intent
 
How to have difficult conversations
How to have difficult conversations How to have difficult conversations
How to have difficult conversations
 
Introduction to Data Science
Introduction to Data ScienceIntroduction to Data Science
Introduction to Data Science
 
Time Management & Productivity - Best Practices
Time Management & Productivity -  Best PracticesTime Management & Productivity -  Best Practices
Time Management & Productivity - Best Practices
 
The six step guide to practical project management
The six step guide to practical project managementThe six step guide to practical project management
The six step guide to practical project management
 
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
 
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
 
12 Ways to Increase Your Influence at Work
12 Ways to Increase Your Influence at Work12 Ways to Increase Your Influence at Work
12 Ways to Increase Your Influence at Work
 
ChatGPT webinar slides
ChatGPT webinar slidesChatGPT webinar slides
ChatGPT webinar slides
 
More than Just Lines on a Map: Best Practices for U.S Bike Routes
More than Just Lines on a Map: Best Practices for U.S Bike RoutesMore than Just Lines on a Map: Best Practices for U.S Bike Routes
More than Just Lines on a Map: Best Practices for U.S Bike Routes
 
Ride the Storm: Navigating Through Unstable Periods / Katerina Rudko (Belka G...
Ride the Storm: Navigating Through Unstable Periods / Katerina Rudko (Belka G...Ride the Storm: Navigating Through Unstable Periods / Katerina Rudko (Belka G...
Ride the Storm: Navigating Through Unstable Periods / Katerina Rudko (Belka G...
 
Barbie - Brand Strategy Presentation
Barbie - Brand Strategy PresentationBarbie - Brand Strategy Presentation
Barbie - Brand Strategy Presentation
 

Species level systematics of bartsia (orobanchaceae)- a multilocus approach with complete sampling and hundreds of individuals for a rapid and recent andean radiation

  • 1. Species-level systematics of Bartsia (Orobanchaceae): a multilocus approach with complete sampling and hundreds of individuals for a rapid and recent Andean radiation Simon Uribe-Convers and David C. Tank University of Idaho www.simonuribe.com@uribe_convers
  • 2. - Linnaeus - Herbs and shrubs - Hemiparasite - Alpine ecosystems - ca. 49 species
  • 3. - 2 species in Africa - 1 species in Europe and northeastern North America - 1 species in the Mediterranean - ca. 45 species in South America high levels of sympatry
  • 4.
  • 7.
  • 8. Těšitel et al., 2010 Scheunert et al., 2012
  • 10. Modified from Scheunert et al., 2012 Bellardia All. Bellardia trixago Bellardia viscosa Bellardia latifolia Bellardia canescens Bellardia mutica
  • 11. 0.02 Odontites violaceus var brevifolius Rhinanthus freynii Bartsia santolinifolia Bartsia pedicularoides Melampyrum sylvaticum Bartsia sp 5 Tozzia alpina Euphrasia regelii Bartsia melampyroides Rhynchocorys maxima Hedbergia abyssinica var nykiensis Bartsia sericea Bartsia thiantha Odontites linkii ssp cyprius Bartsia decurva Rhynchocorys orientalis Melampyrum lineare Bartsia longiflora ssp longiflora Rhinanthus serotinus Bartsia alpina Bartsia trixago Euphrasia stricta Euphrasia mollis Rhynchocorys elephas Bartsia ramosa Hedbergia abyssinica var abyssinica Bartsia tenuis Bartsia crenoloba Bartsia laniflora Odontites corsicus Rhynchocorys stricta Odontites vulcanicus Melampyrum carstiense Rhinanthus kyrollae Bartsia sp 7 Bartsia pyricarpa Odontites vulgaris Bartsia laticrenata Euphrasia collina Parentucellia viscosa Euphrasia alsa Bartsia orthocarpiflora Rhynchocorys odontophylla Rhinanthus crista galli Rhynchocorys kurdica Hedbergia abyssinica var petitiana Bartsia stricta Bornmuellerantha aucheri Lathraea squamaria 1/100 1/93 1/100 1/93 0.98/- 1/100 1/98 0.92/- 1/92 1/100 1/93 0.98/99 1/83 1/100 1/100 1/100 1/100 1/100 1/100 1/83 0.98/- 0.99/73 0.94/80 1/88 1/100 1/100 1/100 1/100 1/100 1/100 1/100 1/98 1/100 1/100 1/100 1/100 1/1001/100 1/89 nrDNA: ITS, ETS cpDNA: rps16, trnT-F
  • 12. MA0.05.010.015.020.025.030.035.040.0 South American Bartsia (45) Odontites (32) Euphrasia (350) Rhynchocorys (6) Rhinanthus (45) Melampyrum (35) Bellardia (3) Hedbergia Tozzia alpina (1) Lathraea (7) (3) Bartsia alpina (1) S.Am. Bartsia Background 0.1 0.2 0.3 0.4 051015 Net Diversification Rate Density ca. 2 Ma
  • 13. MA0.05.010.015.020.025.030.0 South American Bartsia (45) Odontites (32) Euphrasia (350) Rhynchocorys (6) Rhinanthus (45) Melampyrum (35) Bellardia (3) Hedbergia Tozzia alpina (1) Lathraea (7) (3) Bartsia alpina (1) ca. 2 Ma S.Am. Bartsia Background 0.1 0.2 0.3 0.4 051015 Net Diversification Rate Density
  • 14. http://goo.gl/l3DnHD http://goo.gl/ritOL4 Bellardia trixago (L.) All. http://goo.gl/o0e7Gs Bellardia viscosa (L.) Fisch. & C.A. Mey Bellardia latifolia (L.) Cuatrec. South American Bartsia
  • 15. Modified from Scheunert et al., 2012 Bellardia All. Bellardia trixago Bellardia viscosa Bellardia latifolia Bellardia canescens Bellardia mutica MA0.05.010.015.020.025.030.035.040.0 South American Bartsia (45) Odontites (32) Euphrasia (350) Rhynchocorys (6) Rhinanthus (45) Melampyrum (35) Bellardia (3) Hedbergia Tozzia alpina (1) Lathraea (7) (3) Bartsia alpina (1) Bellardia
  • 16. MA0.05.010.015.020.025.030.035.040.0 South American Bartsia (45) Odontites (32) Euphrasia (350) Rhynchocorys (6) Rhinanthus (45) Melampyrum (35) Bellardia (3) Hedbergia Tozzia alpina (1) Lathraea (7) (3) Bartsia alpina (1) Neobartsia Uribe-Convers & Tank Pseudoparentucellia viscosa Uribe-Convers & Tank Parentucellia latifolia Bellardia trixago Modified from Scheunert et al., 2012 Bellardia All. Bellardia trixago Bellardia viscosa Bellardia latifolia Bellardia canescens Bellardia mutica
  • 17. South American Bartsia (45) Bellardia (3) Neobartsia Uribe-Convers & Tank
  • 18. Schaal & Olsen, 2000Maddison, 1997
  • 19. Multilocus dataset Yang & Rannala, 2010
  • 20. −100 −80 −60 −40 −60−40−20020 0 1000 2000 3000 4000 5000 6000 ●●●● ●●● ●●●●●●●●● ● ● ●●●● ●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●● ●●●●●● ● ●●●●●●●●●●●●●●●●●●●●●● ●●● ●●●●●● ●●● ●●●● ● ●●●●●●●●●●●●●●●●●●●●● ●●●●●●● ●●●●●●●●●●●●● ●●●●●●●●●●●●●●●● ●●● ●●●●●●●●●● ●● ●●●● ● ● ● ● ●●●●●● ●●●● ●●● ●● ● ●●●●●●●●● ●●●●●●●● ●●●● ●●●●● ●● ●●●●●●● ●●●●●●●●●●●● ● ●●●●●●●●●●●●●●●● ●●●●●●● ● ●●●● ● ● ● ● ●● ● ● ●●● ● ● ● ● ●●● ●● ●● ● ●●●●●●●●●●●●●●●●●●●● ●●●●● ●●● ● ●●●●●●●●●●● ●●● ● ●●●●●●●●●●●●●●●●●●●●●●●● ●●● ●●●●●●●● ●●●● ●●●●●●●● ●●●●●●● ●●●●●●●●● ●●●●●● ●●●●●●●●● ● ●● ●●●●●● ●● ●●●● ●●●●●●● ●●●●●●●●●●●●●●●●● ●●●●● ●●●●●●●●●●●●● ●●● ●●●● ●● ●● ● ● ● ● - 505 samples Neobartsia - All species - Multiple individuals
  • 22. -48 chloroplast and 48 nuclear regions - ca. 50,000 bp -576 samples -Amplification of 24 microfluidic Fluidigm chips (55,296 PCRs!) -12 for the chloroplast and 12 for the nuclear genome -Sequencing in Illumina MiSeq (~21 million 300 bp paired-end reads)
  • 23. Haploid or Diploid Homozygote Diploid Heterozygote p q Phylogenomics talk: Wed. 4:30 pm.
  • 27. -100 -90 -80 -70 -60 -50 -40 -60-40-20020 Neobartsia filiformis 0 1000 2000 3000 4000 5000 6000 Neobartsia filiformis
  • 28.
  • 30. −90 −80 −70 −60 −50 −40 −30 −60−40−20020 Neobartsia pedicularoides 0 1000 2000 3000 4000 5000 6000 ●●●●●●●●● ● ●●●●● ●●● ●●●●●●●●● ●● ●● ●● ● ●●● ● ● ● ● Neobartsia pedicularoides
  • 31.
  • 32. 100
  • 33. A) B)
  • 34. Coalescent-based methods with allelic information *BEAST MP-EST
  • 35. Coalescent-based methods with allelic information *BEAST MP-EST 37.8 hours (~1.5 days) per million generation Not possible to run, exceeds memory
  • 36. Coalescent-based methods with allelic information Reduced dataset - 3 individuals per species *BEAST MP-EST 3.5 hours per million generation ca. one month to finish
  • 37. Species tree estimation - STAR Data without allelic information, ambiguity code instead
  • 38. Species tree estimation - STAR Data without allelic information, ambiguity code instead
  • 39. Data without allelic information, ambiguity code instead Traditional methods - Concatenated analysis of cpDNA and nuclear loci ~50kb
  • 40. Data without allelic information, ambiguity code instead Traditional methods - Concatenated analysis of cpDNA and nuclear loci ~50kb
  • 41. Data without allelic information, ambiguity code instead N. adenophylla N. serrata N. filiformis Traditional methods - Concatenated analysis of cpDNA and nuclear loci ~50kb
  • 45. Tank lab Diego Morales-Briones, Hannah Marx Sarah Jacobs, Maribeth Latvis ! Olmstead lab Dick Olmstead, John Chau, Laura Frost ! Nicolai Nürk Laura Kubatko Segundo Leyva, Mario Zapata ! Acknowledgments @uribe_convers