The Intersections of Low Temperature Tolerance and Growth Habit Fallsown crops and resiliency Optimum use of available precipitation Escape summer diseases Double cropping opportunities Low temperature tolerance ID: 932692
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Slide1
Barley and Climate Change: The Intersections of Low Temperature Tolerance and Growth Habit
Slide2Fall-sown crops and resiliency
Optimum use of available precipitation
Escape summer diseasesDouble cropping opportunities
Slide3Low temperature toleranceAcclimation
Vegetative stage
Slide4Regulating the vegetative to reproductive transition
Vernalization sensitivity
Sort day photoperiod sensitivity
Slide5The challenges of phenotyping
LTT
VRNSd-PPD
Slide6The QTLs/genes Low temperature tolerance
FR-H1
FR-H2FR-H3
Vernalization sensitivity
VRN-H1
VRN-H2
VRN-H3
Photoperiod sensitivity
PPD-H2 (
sd
)PPD-H1 (ld)
Slide7Facultative growth habit – theoretical framework
LTT +
VRN -sdPPD +
Winter
Facultative
Spring
Low temperature tolerance
Yes
Yes
No
Vernalization
sensitivity
Yes
No
No
Photoperiod sensitivity (short day)
Varies:
insurance
Varies:
necessary
Varies:
value?
Slide8Facultative growth habit – evidence it can work
Biparental mapping
GWASVarieties
Fall planted Thunder (left) and Lightning (right) Corvallis, OR 2020
Plant in fall and cold tolerant
Plant in spring and no vernalization required
Slide9Slide10The TCAP LTT Project
882 accessions
21 barley breeding/genetics programs2 years
Illumina 9K
KASP allele-specific genotyping
LTT (as winter survival)
VRN sensitivity (days to flowering without vernalization)
Slide11Phenotypes
Slide12Phenotypes
Slide13Phenotypes
Slide142-row/6-row; g
eographic origin phenotypes + genotypes
PC1
(11.4%)
PC2
(8.0%)
PC1
(11.4%)
PC2
(8.0%)
2 rows
6 rows
Asia
Europe
North America
A.
B.
Slide15The top 5% for LTT - phenotype and genotype
I 61%
II 59%
III 58%
IV 60%
V 62%
VI 65%
VII 59%
Slide16GWAS
Slide17KASP
Slide18The TCAP LTT Project – Conclusions
LTT and VRN
The top 5%PPD-H2
PPD-H1
Slide19The TCAP LTT Project – Implications and next steps
Facultative growth habit
FR-H3
Slide20FR-H3 in barley
Muñoz-Amatriain et al. (2020)
SNP (WS)
chr
bp
cM
(Pop/9K)
BOPA2_12_30336
1H
31676923
40.08
SCRI_RS_114047
1H
31685164
40.08
SNP (WS)
chr
bp
cM
(Pop/9K)
BOPA2_12_31467
1H
66,850,934
46.46
BOPA1_4473-309
1H
11,259,897
17.85
Fisk et al 2013
Gene Name
chr
bp
Description
HORVU1Hr1G012680
1H
31672910
UDP-Glycosyltransferase superfamily protein
HORVU1Hr1G012690
1H
31684461
Tetraspanin
family protein
HORVU1Hr1G012710
1H
31944906
Low temperature-induced protein lt101.2
Slide21FR-3 in wheat
Fowler et al 2018
Three bi-parental mapping populations
Geno: 90K.
Pheno
: FSI and LT
50
Baga
et al 2007
Two bi-parental mapping populations
Geno: Different types of markers.
Pheno
: Freeze tests (LT
50
)
LT50: Temperature at which 50% of the plants are killed by LT stress
FSI: field survival index
BLAST FR-H3 genes based on IWGSC on 1B
Wheat
gene
chr
bp
cM
(Pop/90K)
Barley gene
TraesCS1B02G080300
1B
62,681,652
HORVU1Hr1G012710
TraesCS1B02G080400
1B
62,723,385
HORVU1Hr1G012680
TraesCS1B02G080500
1B
63,050,981
HORVU1Hr1G012690
Wheat
gene
chr
bp
cM
(Pop/90K)
Barley gene
TraesCS1D02G062800
1D
42,762973
HORVU1Hr1G012680
TraesCS1D02G062900
1D
42,845631
HORVU1Hr1G012710
TraesCS1D02G063000
1D
43,123697
HORVU1Hr1G012690
BLAST FR-H3 genes based on IWGSC on 1D
Slide22FR-H3 in TCAP
1:3
1:21
Ratio
7:1
TOP 5%
BOTTOM 5%
Whole Population
Slide23FR-H3 in TCAP
TOP 5% by Origin
SP1 (65)
Asia-6R-W
SP2 (178)
PNW 6R-W/F
SP3 (323)
EU-2R-W
SP4 (202)
EU/USA (OH-NB)
6R-W
SP5 (37)
MW-6R-F
SP1 (65)
Asia 6R-W
SP2 (178)
PNW-6R-W/F
SP3 (323)
EU-2R-W
SP4 (202)
EU/USA (OH-NB)
6R-W
SP5 (37)
MW-6R-F
BOTTOM 5% by Origin
TOP 5% by Head Type
BOTTOM 5% by Head Type
Slide24Barley Pan-genome to target FR-H3
Jayakodi
et al 2020.
Slide25FR-H3 in Pan-genome
Gene Name
chr
bp
Description
HORVU1Hr1G012680
1H
31672910
UDP-Glycosyltransferase superfamily protein
HORVU1Hr1G012690
1H
31684461
Tetraspanin
family protein
HORVU1Hr1G012710
1H
31944906
Low temperature-induced protein lt101.2
31944109
31946518
HORVU1Hr1G012710
Low temperature-induced protein lt101.2
Igri
Morex
Hv21599
H
ordeum
s
pontaneum
Hv3081
Hv3365
FRH3
BLASTn
Golden Promise
Barke
Winter
Growth Habit
Spring
Growth Habit
Slide26FR-H3 Alignment of CDS regions
S
S
S
W
W
W
W
Hs
HORVU1Hr1G012680
SSS
W
W
W
W
Hs
HORVU1Hr1G012690
S
S
S
W
W
W
W
Hs
HORVU1Hr1G012710
Slide27FR-H3 alignment of promoter regions
S
SSWWWWHs
HORVU1Hr1G012680
S
S
S
W
W
W
WHsHORVU1Hr1G012690**SSSWWWWHsHORVU1Hr1G012710
-103
-478
Tetraspanin
family is comprised of evolutionarily conserved integral membrane proteins
Important functions in plant development, reproduction and stress responses
In silico screening for
cis
-regulatory elements in the 1 kb promoter region of rice gene
OsTETs
revealed motifs responsive to temperature (heat and cold)
Reimann et al 2017
Gene Name
chr
bp
Description
HORVU1Hr1G012690
1H
31684461
Tetraspanin
family protein
Slide28FR-H3 - future research
Experiment 1: Allelic variation in Nebraska lines
Due to the limited variation at the sequence level among lines retrieved from the pan-genome, allele sequencing of the three candidate genes (Hv680, Hv690, and Hv710) will be performed on
NE lines identified as high LTT in the TCAP panel
Parents used in Fisk et al. (2013) and lines from OSU in the TCAP LTT panel, with potential introgressions from NE lines, will be also used for sequencing and alignment
All retrieved sequences compared with three spring lines (
Morex
, Golden Promise and
Barke
)
Experiment 2. Expression analysis in targeted germplasm with contrasting LTT
Subset of NE, OSU, and controls
High genetic similarity, but with large LTT differences
Gene expression under low temperature conditions targeting the three candidate genes
Primers designed based on
Igri
,
Morex
, and germplasm identified in Experiment 1
Global gene expression under low temperature conditions
Focus on genes in the Fr-H3 region
Find other genome region with expression differences
Slide29Thanks!Questions?