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Mining Saccharomyces diversity and experimental
evolution for cellulosic biofuel and beer applications
David Peris, Postdoctoral Research Associate
Department of Genetics, University of Wisconsin-Madison
27th June 2017
@djperis
Domesticated Saccharomyces cerevisiae for alcoholic beverage production
Carbon sources
Glucose
Fructose
Glu Glu
Maltose
Glu Glu Glu
Maltotriose
glycolysis
Carbon products
Ethanol
Other
compounds
fermentation
Most S. cerevisiae can not consume xylose
Proteins,
Oils, Ash (0-2%)
Hemicellulose
(19-34%)
Lignin
(21-32%)
Cellulose
(33-51%)
Glucose
Xylose
Sugars (C6/C5)
Piotrowski et al 2014 Front Microbiol
Toxins inhibits the ethanol production
Proteins,
Oils, Ash (0-2%)
Hemicellulose
(19-34%)
Lignin
(21-32%)
Cellulose
(33-51%)
Glucose
Xylose
HMF
Ferulic
acid
p-coumaric
acid
Feruloyl amide
Sodium
acetate
Acetamide
Sugars (C6/C5) Hydrolysate Toxins
Piotrowski et al 2014 Front Microbiol
Ethanol
Engineering chassis S. cerevisiae for xylose consumption
The most tolerant of a panel of S. cerevisiae
Engineered with xylose utilization genes
Wohlbach et al. 2009 PNAS
Sato et al. 2013 AEM
Y732n
CHASSIS
Xylose
S. cerevisiae is still not happy with the toxins
Wohlbach et al. 2009 PNAS
Sato et al. 2013 AEM
Y732n
CHASSIS
Xylose Hydrolysate toxins
The most tolerant of a panel of S. cerevisiae
Engineered with xylose utilization genes
The diversity in S. cerevisiae is low
Liti et al 2009 Nature
S. cerevisiae
0.8% nucleotide diversity
America C
Surveying the diversity of Saccharomyces genus
Phylogenomic tree
Strains from 23 available lineages
0.05
n = 980 strains
S. cerevisiae
S. paradoxus
S. mikatae
S. kudriavzevii
S. arboricola
S. uvarum
S. eubayanus
EU & America A
Far East
America B
Holarctic &
Patagonia B
Peris et al 2017 BFB
America C
The Saccharomyces diversity is huge
0.05
n = 980 strains
S. cerevisiae
S. paradoxus
S. mikatae
S. kudriavzevii
S. arboricola
S. uvarum
S. eubayanus
EU & America A
Far East
America B
Holarctic &
Patagonia B
Phylogenomic tree
Strains from 23 available lineages
Dujon 2006 TIG
America C
S. mikatae & S. paradoxus are more tolerant to ACSH conditions
0.05
S. cerevisiae
S. paradoxus
S. mikatae
S. kudriavzevii
S. arboricola
S. uvarum
S. eubayanus
EU & America A
Far East
America B
Peris et al 2017 BFB
S. uvarum can consume xylose
0.05
S. cerevisiae
S. paradoxus
S. mikatae
S. kudriavzevii
S. arboricola
S. uvarum
S. eubayanus
Peris et al 2017 BFB
Improvement of S. cerevisiae chassis strain
The most tolerant of a panel of S. cerevisiae
Engineered with xylose utilization genes
Engineered with Hydrolysate tolerance traits
Y732n
CHASSIS v2.0
Xylose Hydrolysate toxins
Industrial Saccharomyces hybrids
Gonzalez et al. 2008
Dunn et al. 2008
Peris et al. 2012a,b,c,2014,2016,2017b
Libkind et al. 2011
Almeida et al 2014
S. pastorianus
S. paradoxus
S. mikatae
S. arboricola
S. kudriavzevii
S. uvarum
S. cerevisiae
S. eubayanus
S. bayanus
Generation of hybrids to combine genetic traits and generate diversity
S.mikatae
XHaploid (n)
S. cerevisiae
CHASSIS
Peris et al 2017 BFB
Haploid (n)
MATa MAT
MATa/MAT
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
0
1
2
3
4
5
0
1
2
3
4
5
RC/MRC
I II III IV V VI VII VIII IX X XI XII XIII XIV XV XVI
I II III IV V VI VII VIII IX X XI XII XIII XIV XV XVI
sppIDer (species IDentifier) 1:1 chromosome of each parent
Chromosome
Peris et al 2017 BFB
Quinn et al In preparation
Chromosome
Sequencing
coverage S. cerevisiae
S. mikatae
Adaptive evolution of the unstable hybrid: new mutations
Peris et al 2017 BFB
R1
30ºC
14days
Bottlenecks and new passages in fresh media
R1 …
30ºC
14days
Peris et al 2017 BFB
The best variants will survive
R1 R9…
50 Generation
30ºC
14days
ACSH
Peris et al 2017 BFB
One of the evolved hybrids retain the genetic traits of the parents
Peris et al 2017 BFB
The evolved hybrids consume similar levels of xylose
The growth rate of the evolved hybrid is similar to the parents
More generation might generate a better strain than the
parents.
One of the evolved hybrids retain the genetic traits of the parents
Peris et al 2017 BFB
The evolved hybrids consume similar levels of xylose
The growth rate of the evolved hybrid is similar to the parents
More generation might generate a better strain than the
parents.
Chromosome
Chromosome
Sequencing
coverage S. cerevisiae
S. mikatae
HyPr: Hybrid Production
a/ a/
NATMX HYGMX
Alexander et al 2016 FGB
HyPr promotes gene conversion in the MAT locus
a/ a/
a/a /
NATMX HYGMX
NATMX HYGMX
HO
expression
Alexander et al 2016 FGB
Convert the rare-mating to frequent-mating with HyPr
a/ a/
a/a /
X
NATMX HYGMX
NATMX HYGMX
NATMX HYGMX
HO
expression
a/a//
Alexander et al 2016 FGB
Marker-free hybrids
a/ a/
a/a /
X
NATMX HYGMX
NATMX HYGMX
NATMX HYGMX
HO
expression
a/a//
a/a//
Remove selection
pressure
Alexander et al 2016 FGB
Ryan Moriarty
X X X
S. paradoxus
S. mikatae
S. arboricola
S. kudriavzevii
S. uvarum
S. cerevisiae
Proof of concept: higher order hybrids using HyPr?
Double hybrids were done!
X X X
S. paradoxus
S. mikatae
S. arboricola
S. kudriavzevii
S. uvarum
S. cerevisiae
A four species hybrid was done!
X
X
X X
S. paradoxus
S. mikatae
S. arboricola
S. kudriavzevii
S. uvarum
S. cerevisiae
sppIDer for the four species hybrid
Spar
Sarb
Suva
Scer
mitoSppIDer for the four species hybrid
RF2 RPM1COBCOX1 COX1 ATP8FSparIII21S
ATP6 COB COBCOX1 COX1 VAR1 15S
COX2 COB COBCOX1 ATP9 COX321S
ATP6VAR1 COBCOBCOX1COX1 15SRPM1
COX2 21SCOBCOBCOX1COX1ATP8
ATP9 FSuvaIIICOBCOX1COX1COX1 COX3
VAR1 RPM1 COBCOX1
COX2ATP8 21SCOBCOX1 15S
ATP9 ATP6 FSuvaIIICOBCOX1 COX3
15SCOX1COX1 COBATP6
RPM1COX1COX1 COBVAR1 COX2
21SCOX1COX1 COB COX3ATP9
COX1 COX1COB ATP8VAR1 RF3ATP9
Spar_EUSuva_HolEUSuva_SAASeub_HolSeub_PB
0
2
4
6
0
2
4
6
0
2
4
6
0
2
4
6
4
6
log2(AverageDepth)
Species
Spar_
Suva_
Suva_
Seub_
Seub_
yHRVM495_mitoPop Avg depth of coverage
RF2 RPM1COBCOX1 COX1 ATP8FSparIII21S
ATP6 COB COBCOX1 COX1 VAR1 15S
COX2 COB COBCOX1 ATP9 COX321S
ATP6VAR1 COBCOBCOX1COX1 15SRPM1
COX2 21SCOBCOBCOX1COX1ATP8
ATP9 FSuvaIIICOBCOX1COX1COX1 COX3
VAR1 RPM1 COBCOX1
COX2ATP8 21SCOBCOX1 15S
ATP9 ATP6 FSuvaIIICOBCOX1 COX3
15SCOX1COX1 COBATP6
RPM1COX1COX1 COBVAR1 COX2
21SCOX1COX1 COB COX3ATP9
COX1 COX1COBCOX221S
COX1 COX1COX3 ATP6RPM115S
COX1 COX1COB ATP8VAR1 RF3ATP9
0 20000 40000 60000
0
2
4
6
0
2
4
6
0
2
4
6
0
2
4
6
0
2
4
6
Genome Position
log2(AverageDepth)
yHRVM495_mitoPop Avg depth of coverage
COBCOB 15S1
COX2 21SCOBCOB
FSuvaIIICOB COX3
B
COX2 21S 15S
FSuvaIIICOX3
15SCOB
RPM1 COB COX2
21SCOB COX3
COX1 COX1COBCOX2
COX1 COX1COX3 ATP6RPM1
COX1 COX1COB ATP8RF3
Suva_HolEUSuva_SAASeub_HolSeub_PB
40000 60000
Genome Position
Species
Spar_EU
Suva_HolEU
Suva_SAA
Seub_Hol
Seub_PB
S. paradoxus
S. uvarum
We have evidence for a six species hybrid!
X
X
X X
X
S. paradoxus
S. mikatae
S. arboricola
S. kudriavzevii
S. uvarum
S. cerevisiae
Restriction fragment Length Polymorphism give some clues
M349-Sc
M456–Sc
M495–ScxSpxSaxSu
M359-Sa
M356-Su
M461–Sax
Su
BRE5
S.cerevisiae
S.paradoxus
S.mikatae
S.kudriavzevii
S.uvarum
S.arboricola
Hybrid(6x->12n)
X
X
Complex hybrids generate diversity for industrial applications
X
X
X X
X
S. paradoxus
S. mikatae
S. arboricola
S. kudriavzevii
S. uvarum
S. cerevisiae
Conclusions
There is a huge diversity in yeasts in general, and Saccharomyces in particular
waiting to be discovered and exploited
Conclusions
There is a huge diversity in yeasts in general, and Saccharomyces in particular
waiting to be discovered and exploited
Hybridization is a short-term solution to combine interesting strain with interesting
industrial traits and a method for characterizing those traits
Conclusions
There is a huge diversity in yeasts in general, and Saccharomyces in particular
waiting to be discovered and exploited
Hybridization is a short-term solution to combine interesting strain with interesting
industrial traits and a method for characterizing those traits
With HyPr we are able to generate higher order hybrids and diversity to address
important genetic questions and fix industrial problems
Thank you
Chris T. Hittinger
Ryan V. Moriarty
Quinn Langdon
William Alexander
Meihua Kuang
Kayla Sylvester
Emily Baker
Hittinger Lab Members
Wild YEAST program
Trey Sato
Li Hinchman
Lucas Parreiras
Jeff Piotrowski
Diego Libkind
Jose Paulo Sampaio
Paula Gonçalves
Christian Landry
Jean-Baptiste Leducq
Guillaume Charron
Justin Fay
Katie Hyma
Fengyan Bai
Qi Ming Wang
Yaoping Zhang
Alex Reau
Haibo Li
David Benton
Yury Bukhman
HPLC Service
Mick McGee
Audrey Gasch
Maria Sardi
UW & GLBRC Collaboration

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ISSY33 - 2017 06 26

  • 1. Mining Saccharomyces diversity and experimental evolution for cellulosic biofuel and beer applications David Peris, Postdoctoral Research Associate Department of Genetics, University of Wisconsin-Madison 27th June 2017 @djperis
  • 2. Domesticated Saccharomyces cerevisiae for alcoholic beverage production Carbon sources Glucose Fructose Glu Glu Maltose Glu Glu Glu Maltotriose glycolysis Carbon products Ethanol Other compounds fermentation
  • 3. Most S. cerevisiae can not consume xylose Proteins, Oils, Ash (0-2%) Hemicellulose (19-34%) Lignin (21-32%) Cellulose (33-51%) Glucose Xylose Sugars (C6/C5) Piotrowski et al 2014 Front Microbiol
  • 4. Toxins inhibits the ethanol production Proteins, Oils, Ash (0-2%) Hemicellulose (19-34%) Lignin (21-32%) Cellulose (33-51%) Glucose Xylose HMF Ferulic acid p-coumaric acid Feruloyl amide Sodium acetate Acetamide Sugars (C6/C5) Hydrolysate Toxins Piotrowski et al 2014 Front Microbiol Ethanol
  • 5. Engineering chassis S. cerevisiae for xylose consumption The most tolerant of a panel of S. cerevisiae Engineered with xylose utilization genes Wohlbach et al. 2009 PNAS Sato et al. 2013 AEM Y732n CHASSIS Xylose
  • 6. S. cerevisiae is still not happy with the toxins Wohlbach et al. 2009 PNAS Sato et al. 2013 AEM Y732n CHASSIS Xylose Hydrolysate toxins The most tolerant of a panel of S. cerevisiae Engineered with xylose utilization genes
  • 7. The diversity in S. cerevisiae is low Liti et al 2009 Nature S. cerevisiae 0.8% nucleotide diversity
  • 8. America C Surveying the diversity of Saccharomyces genus Phylogenomic tree Strains from 23 available lineages 0.05 n = 980 strains S. cerevisiae S. paradoxus S. mikatae S. kudriavzevii S. arboricola S. uvarum S. eubayanus EU & America A Far East America B Holarctic & Patagonia B Peris et al 2017 BFB
  • 9. America C The Saccharomyces diversity is huge 0.05 n = 980 strains S. cerevisiae S. paradoxus S. mikatae S. kudriavzevii S. arboricola S. uvarum S. eubayanus EU & America A Far East America B Holarctic & Patagonia B Phylogenomic tree Strains from 23 available lineages Dujon 2006 TIG
  • 10. America C S. mikatae & S. paradoxus are more tolerant to ACSH conditions 0.05 S. cerevisiae S. paradoxus S. mikatae S. kudriavzevii S. arboricola S. uvarum S. eubayanus EU & America A Far East America B Peris et al 2017 BFB
  • 11. S. uvarum can consume xylose 0.05 S. cerevisiae S. paradoxus S. mikatae S. kudriavzevii S. arboricola S. uvarum S. eubayanus Peris et al 2017 BFB
  • 12. Improvement of S. cerevisiae chassis strain The most tolerant of a panel of S. cerevisiae Engineered with xylose utilization genes Engineered with Hydrolysate tolerance traits Y732n CHASSIS v2.0 Xylose Hydrolysate toxins
  • 13. Industrial Saccharomyces hybrids Gonzalez et al. 2008 Dunn et al. 2008 Peris et al. 2012a,b,c,2014,2016,2017b Libkind et al. 2011 Almeida et al 2014 S. pastorianus S. paradoxus S. mikatae S. arboricola S. kudriavzevii S. uvarum S. cerevisiae S. eubayanus S. bayanus
  • 14. Generation of hybrids to combine genetic traits and generate diversity S.mikatae XHaploid (n) S. cerevisiae CHASSIS Peris et al 2017 BFB Haploid (n) MATa MAT MATa/MAT
  • 15. 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 2 3 4 5 0 1 2 3 4 5 RC/MRC I II III IV V VI VII VIII IX X XI XII XIII XIV XV XVI I II III IV V VI VII VIII IX X XI XII XIII XIV XV XVI sppIDer (species IDentifier) 1:1 chromosome of each parent Chromosome Peris et al 2017 BFB Quinn et al In preparation Chromosome Sequencing coverage S. cerevisiae S. mikatae
  • 16. Adaptive evolution of the unstable hybrid: new mutations Peris et al 2017 BFB R1 30ºC 14days
  • 17. Bottlenecks and new passages in fresh media R1 … 30ºC 14days Peris et al 2017 BFB
  • 18. The best variants will survive R1 R9… 50 Generation 30ºC 14days ACSH Peris et al 2017 BFB
  • 19. One of the evolved hybrids retain the genetic traits of the parents Peris et al 2017 BFB The evolved hybrids consume similar levels of xylose The growth rate of the evolved hybrid is similar to the parents More generation might generate a better strain than the parents.
  • 20. One of the evolved hybrids retain the genetic traits of the parents Peris et al 2017 BFB The evolved hybrids consume similar levels of xylose The growth rate of the evolved hybrid is similar to the parents More generation might generate a better strain than the parents. Chromosome Chromosome Sequencing coverage S. cerevisiae S. mikatae
  • 21. HyPr: Hybrid Production a/ a/ NATMX HYGMX Alexander et al 2016 FGB
  • 22. HyPr promotes gene conversion in the MAT locus a/ a/ a/a / NATMX HYGMX NATMX HYGMX HO expression Alexander et al 2016 FGB
  • 23. Convert the rare-mating to frequent-mating with HyPr a/ a/ a/a / X NATMX HYGMX NATMX HYGMX NATMX HYGMX HO expression a/a// Alexander et al 2016 FGB
  • 24. Marker-free hybrids a/ a/ a/a / X NATMX HYGMX NATMX HYGMX NATMX HYGMX HO expression a/a// a/a// Remove selection pressure Alexander et al 2016 FGB
  • 25. Ryan Moriarty X X X S. paradoxus S. mikatae S. arboricola S. kudriavzevii S. uvarum S. cerevisiae Proof of concept: higher order hybrids using HyPr?
  • 26. Double hybrids were done! X X X S. paradoxus S. mikatae S. arboricola S. kudriavzevii S. uvarum S. cerevisiae
  • 27. A four species hybrid was done! X X X X S. paradoxus S. mikatae S. arboricola S. kudriavzevii S. uvarum S. cerevisiae
  • 28. sppIDer for the four species hybrid Spar Sarb Suva Scer
  • 29. mitoSppIDer for the four species hybrid RF2 RPM1COBCOX1 COX1 ATP8FSparIII21S ATP6 COB COBCOX1 COX1 VAR1 15S COX2 COB COBCOX1 ATP9 COX321S ATP6VAR1 COBCOBCOX1COX1 15SRPM1 COX2 21SCOBCOBCOX1COX1ATP8 ATP9 FSuvaIIICOBCOX1COX1COX1 COX3 VAR1 RPM1 COBCOX1 COX2ATP8 21SCOBCOX1 15S ATP9 ATP6 FSuvaIIICOBCOX1 COX3 15SCOX1COX1 COBATP6 RPM1COX1COX1 COBVAR1 COX2 21SCOX1COX1 COB COX3ATP9 COX1 COX1COB ATP8VAR1 RF3ATP9 Spar_EUSuva_HolEUSuva_SAASeub_HolSeub_PB 0 2 4 6 0 2 4 6 0 2 4 6 0 2 4 6 4 6 log2(AverageDepth) Species Spar_ Suva_ Suva_ Seub_ Seub_ yHRVM495_mitoPop Avg depth of coverage RF2 RPM1COBCOX1 COX1 ATP8FSparIII21S ATP6 COB COBCOX1 COX1 VAR1 15S COX2 COB COBCOX1 ATP9 COX321S ATP6VAR1 COBCOBCOX1COX1 15SRPM1 COX2 21SCOBCOBCOX1COX1ATP8 ATP9 FSuvaIIICOBCOX1COX1COX1 COX3 VAR1 RPM1 COBCOX1 COX2ATP8 21SCOBCOX1 15S ATP9 ATP6 FSuvaIIICOBCOX1 COX3 15SCOX1COX1 COBATP6 RPM1COX1COX1 COBVAR1 COX2 21SCOX1COX1 COB COX3ATP9 COX1 COX1COBCOX221S COX1 COX1COX3 ATP6RPM115S COX1 COX1COB ATP8VAR1 RF3ATP9 0 20000 40000 60000 0 2 4 6 0 2 4 6 0 2 4 6 0 2 4 6 0 2 4 6 Genome Position log2(AverageDepth) yHRVM495_mitoPop Avg depth of coverage COBCOB 15S1 COX2 21SCOBCOB FSuvaIIICOB COX3 B COX2 21S 15S FSuvaIIICOX3 15SCOB RPM1 COB COX2 21SCOB COX3 COX1 COX1COBCOX2 COX1 COX1COX3 ATP6RPM1 COX1 COX1COB ATP8RF3 Suva_HolEUSuva_SAASeub_HolSeub_PB 40000 60000 Genome Position Species Spar_EU Suva_HolEU Suva_SAA Seub_Hol Seub_PB S. paradoxus S. uvarum
  • 30. We have evidence for a six species hybrid! X X X X X S. paradoxus S. mikatae S. arboricola S. kudriavzevii S. uvarum S. cerevisiae
  • 31. Restriction fragment Length Polymorphism give some clues M349-Sc M456–Sc M495–ScxSpxSaxSu M359-Sa M356-Su M461–Sax Su BRE5 S.cerevisiae S.paradoxus S.mikatae S.kudriavzevii S.uvarum S.arboricola Hybrid(6x->12n) X X
  • 32. Complex hybrids generate diversity for industrial applications X X X X X S. paradoxus S. mikatae S. arboricola S. kudriavzevii S. uvarum S. cerevisiae
  • 33. Conclusions There is a huge diversity in yeasts in general, and Saccharomyces in particular waiting to be discovered and exploited
  • 34. Conclusions There is a huge diversity in yeasts in general, and Saccharomyces in particular waiting to be discovered and exploited Hybridization is a short-term solution to combine interesting strain with interesting industrial traits and a method for characterizing those traits
  • 35. Conclusions There is a huge diversity in yeasts in general, and Saccharomyces in particular waiting to be discovered and exploited Hybridization is a short-term solution to combine interesting strain with interesting industrial traits and a method for characterizing those traits With HyPr we are able to generate higher order hybrids and diversity to address important genetic questions and fix industrial problems
  • 36. Thank you Chris T. Hittinger Ryan V. Moriarty Quinn Langdon William Alexander Meihua Kuang Kayla Sylvester Emily Baker Hittinger Lab Members Wild YEAST program Trey Sato Li Hinchman Lucas Parreiras Jeff Piotrowski Diego Libkind Jose Paulo Sampaio Paula Gonçalves Christian Landry Jean-Baptiste Leducq Guillaume Charron Justin Fay Katie Hyma Fengyan Bai Qi Ming Wang Yaoping Zhang Alex Reau Haibo Li David Benton Yury Bukhman HPLC Service Mick McGee Audrey Gasch Maria Sardi UW & GLBRC Collaboration