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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
●●●●
●●●
●●●●●●●●●
●
●
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●
●●●●●●●●●●●●●●●●
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●
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●
●●
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●●
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●●●●●
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●●●
●●●●
●●
●●
●
●
●
●
- 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

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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