Antoine Kremer oaks & vineyard 2 GENUS QUERCUS CLIMATE - - PowerPoint PPT Presentation
Antoine Kremer oaks & vineyard 2 GENUS QUERCUS CLIMATE - - PowerPoint PPT Presentation
ADAPTATION OF FOREST TREES TO CLIMATE HOW MUCH CAN WE LEARN FROM THE PAST TO ADDRESS THE FUTURE ? Antoine Kremer oaks & vineyard 2 GENUS QUERCUS CLIMATE CHANGE DURING THE HOLOCENE Variations in northern hemisphere temperature, C
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- aks & vineyard
GENUS QUERCUS
CLIMATE CHANGE DURING THE HOLOCENE
McMichael AJ 2012 PNAS 109 4730-4737
Variations in northern hemisphere temperature, °C (relative to mean temperature during 1960–1980), averaged from multiple sources published since 2007.
CLIMATE CHANGE DURING THE ANTHROPOCENE
Briffa K.R. et al. 2001 Journal of Geophysical Research 106 2929-2941
Postglacial oak recolonisation documented by pollen deposits
15 ka (= 15000 years) 14 ka 13 ka 12 ka 11 ka 10 ka Younger Dryas/Holocene Last Glacial/Late Glacial
Giesecke et al. 2017 J.Biogeography 44: 1441-1456
9 ka 8 ka 7 ka 6 ka 5 ka 4 ka
Postglacial oak recolonisation documented by pollen deposits
Giesecke et al. 2017 J.Biogeography 44: 1441-1456
> 3000 populations, 42 haplotypes
DISTRIBUTION OF CpDNA HAPLOTYPES IN EUROPEAN WHITE OAKS
Petit et al 2002. Forest Ecology and Management 156: 5-26 http://gd2.pierroton.inra.fr/
DISTRIBUTION OF HAPLOTYPES OF THE ATLANTIC (B) LINEAGE
Petit et al 2002. Forest Ecology and Management 156: 5-26 http://gd2.pierroton.inra.fr/
DISTRIBUTION OF HAPLOTYPES OF THE CENTRAL (C) LINEAGE
Petit et al 2002. Forest Ecology and Management 156: 5-26 http://gd2.pierroton.inra.fr/
DISTRIBUTION OF HAPLOTYPES OF THE EASTERN (A) LINEAGE
Petit et al 2002. Forest Ecology and Management 156: 5-26 http://gd2.pierroton.inra.fr/
EVOLUTIONARY TRAJECTORIES DURING THE HOLOCENE
EXTINCTION ADAPTATION
low latitude high latitude Source population 15 000 BP Present
Kremer A. 2016 CR Biologies 339: 263-267
ADAPTATION
CHANGES OF RANGE DISTRIBUTION DUE TO CLIMATE CHANGE
EXPANSION RANGE SHIFT
low latitude high latitude Source population 15 000 BP Present
SYNCHRONIC vs ALLOCHRONIC EVOLUTIONARY RECONSTRUCTIONS
Kremer A. 2016 CR Biologies 339: 263-267
Paleoecology, Evolution Paleogenomics Genetics, Genomics, Ecology
1
EXPANSION-RAPID MIGRATION
4 2
INTROGRESSION
3
LOCAL ADAPTATION MAINTENANCE OF DIVERSITY
1
EXPANSION-RAPID MIGRATION
4 2
INTROGRESSION
3
LOCAL ADAPTATION MAINTENANCE OF DIVERSITY
OAK POLLEN ISOCHRONE MAP (1000 years intervals)
EPD, European Pollen Data base, Université de Marseille
ON AVERAGE THE MIGRATION OF OAKS WAS EXTREMELY RAPID: 400 METERS PER YEAR
Brewer et al 2002 Forest Ecology & Management 161: 27-48 Giesecke et al. 2017, J.Biogeography 44: 1441-1456
Quercus 11000 cal. BP Quercus 8000 cal. BP
Giesecke T. 2016 New Phytologist 212:15-18
DISPERSION BY DIFFUSION
vitesse = 100 mètres/an
Le Corre et al, 1997 Genet. Res. 69 : 117-125
DIFFUSION + RARE LONG DISTANCE DISPERSION (LDD)
vitesse = 100 mètres/an vitesse = 400 mètres/an
Le Corre et al, 1997 Genet. Res. 69 : 117-125
COMPARATIVE RATES OF DISPERSION Diffusion
Dispersion law = N(0, sd1 = 250 m)
Diffusion + LDD
Dispersion law = N (0, sd1= 250 m) + 5*10-6 N(0, sd2=50 km) 100 m/year 400 m/year
Le Corre et al, 1997 Genet. Res. 69 : 117-125
Kremer A 2015 International oaks 26:19-29
« When the cereals become rare, they dry the acorns, they shell them and grind them to make a flour and finally to produce bread. Today, even in the Hispanias, acorns are also part of desserts.» Naturalis Historia
Pliny the Elder (23-79)
1
EXPANSION-RAPID MIGRATION
4 2
INTROGRESSION
3
LOCAL ADAPTATION MAINTENANCE OF DIVERSITY
WHITE OAKS IN FRANCE
STRICT ISOLATION (SI) CONSTANT MIGRATION (CM) ANCIENT MIGRATION (AM) SECONDARY CONTACTS (SC)
3524 SNPS + whole genome sequences Approximate Bayesian Computation (ABC) and Diffusion Approximation to the joint frequency spectrum vs. vs. vs.
- Post. Proba. (SI)
- Post. Proba. (AM)
- Post. Proba. (CM)
- Post. Proba. (SC)
<0.001 0.896 0.103 0.001 <0.001 0.933 0.067 <0.001 <0.001 0.991 <0.001 0.009
TIMING AND PATTERNS OF CONTACTS IN EUROPEAN WHITE OAKS
robur vs pyrenaica robur vs petraea petraea vs pubescens Leroy et al. 2017 New Phytologist 214: 865-878
SECONDARY CONTACTS (SC)
Timing of SC (Tsc) Mean CI95%
11,970 [3,100-40,500] 14,870 [4,300-40,500] 21,760 [7,700-62,400]
vs. vs. vs.
TIMING OF SECONDARY CONTACTS IN EUROPEAN WHITE OAKS
Hubert F et al. 2014 Systematics and Biodiversity 12 : 405-423 Leroy T et al. 2017 New Phytologist 214: 865-878 Leroy T et al. 2018 bioRxiv: 246637 robur vs pyrenaica robur vs petraea petraea vs pubescens
Tsplit Tsc
- Q. robur (Pedunculate oak)
50 km
Orléans Angers
50 km
- Q. petraea (Sessile oak)
Angers Orléans
Two oak species share the same haplotypes when they cohabit in the same forest = the outcome of repeated unidirectional backrossings
Petit et al. 1996 PNAS 94 : 9996-10001
EVIDENCE OF INTROGRESSION : SHARING OF CHLOROPLAST HAPLOTYPES
- Q. petraea (Sessile oak)
- Q. robur (Pedunculate oak)
DISPERSION OF QUERCUS ROBUR
HYBRIDIZATION
POLLEN OF QUERCUS PETRAEA
RECURRENT ASSYMETRIC BACKCROSSINGS
Petit RJ et al 2003 New Phytologist 161(1):151-164.
1
EXTINCTIONS
4 2
EXPANSION - MIGRATION
3
LOCAL ADAPTATION MAINTENANCE OF DIVERSITY
COMMON GARDEN EXPERIMENTS Provenance tests planted in the early 90s (23 tests and >100 provenances)
32
0.0 0.2 0.4 0.6 0.8 1.0
- 0.04
- 0.02
0.00 0.02 0.04 0.06 0.08 Survival (rate) Annual dryness index transfer distance France Germany Great Britain Turkey Poland
(a)
POPULATION VARIATION OF SURVIVAL IN RESPONSE TO THE TRANSFER
Saenz-Romero et al., 2017 Global Change Biology 23:2831-2847
100 200 300 400 500 600
- 0.06
- 0.03
0.00 0.03 0.06 0.09 0.12 0.15
Tree height (cm) Growing season dryness index transfer distance Denmark France Germany Great Britain Turkey Poland
(b)
Saenz-Romero et al., 2017 Global Change Biology 23:2831-2847
POPULATION VARIATION OF GROWTH IN RESPONSE TO THE TRANSFER
HEIGHT BUD BURST CROWN ARCHITECTURE SURVIVAL LEAF COLORATION STEM VOLUME DIAMETER LEAF RETENTION
62 TRAIT * TEST COMBINATIONS
Significant provenance variations
- bserved for all traits
Kremer A. et al. 2002 Forest Ecology & Management 156: 75-87
Qst ≈ 0.36 to 0.53
0 1 2 3 4 5
BUD BURST
2°C to 12°C : range of mean spring temperatures
In common gardens In situ
0.7 days/ °C 7.3 days/ °C
Temperature (°C)
Date of bud burst (DOY)
Temperature (°C)
Vitasse et al. 2009, Agricultural & Forest Meteorology 149: 735-744
GENETIC DIFFERENTIATION ALONG TEMPERATURE GRADIENTS
100 105 110 115 120 2 4 6 8 10
Vitasse et al. 2009, Canadian Journal of Forest Research 39: 1-11
1
EXTINCTIONS
4 2
EXPANSION - MIGRATION
3
LOCAL ADAPTATION MAINTENANCE OF DIVERSITY
- 3.0
- 2.5
- 2.0
- 1.5
- 0.8
- 0.7
- 0.6
- 0.5
- 0.4
- 0.3
log10(p0 p4) log10(p4)
A.thaliana S.bicolor M.truncatula P.trichocarpa P.nigra P.tremula P.tremuloides P.euphratica P.pruinosa B.pendula V.vinifera T.aestivum S.huaylasense C.hardwickii Z.mays G.soja C.sinensis O.rufipogon O.longistaminata O.barthii B.distachyon C.canephora C.lanatus lanatus E.grandis M.glaziovii C.grandiflora P.dactylifera A.trichopoda P.albicaulis P.aristata P.ayacahuite P.balfouriana P.flexilis P.monticola P.monophylla P.strobiformis P.strobus Quercus robur
annual selfer annual outcrosser perennial selfer perennial outcrosser pinus
COMPARATIVE DIVERSITY SPECTRUM IN PLANTS
Plomion C et al. 2018 Nature Plants 4:440-452
S diversity NS diversity / S diversity
- Q. robur
6.99 6.97 7.01 7.05 6.99 6.95 7.01 7.00 7.11 7.06 6.94
GEOGRAPHIC DISTRIBUTION OF GENOME WIDE DIVERSITY IN Q. petraea
S Diversity
π 10-3 19 000
genes
Leroy T et al. 2018 (unpublished data)
0.372
0.388
0.388 0.398 0.399 0.390 0.378 0.386 0.380 0.384 0.358 0.382 0.360 0.374
5.94 7.27 π 10-3 He
MAINTENANCE OF GENE DIVERSITY IN Quercus petraea
Genes Proteins
Zanetto A & Kremer A 1995 Heredity 75:506 - 517 Derory J et al, 2010 Heredity 104: 438 – 448 Alberto F et al. 2013 Genetics 195 : 495–512
B C A E D PHYLOGEOGRAPHIC STRUCTURE OF EUROPEAN WHITE OAKS
Petit et al 2002. Forest Ecology and Management 156(1-3):5-26.
Petit et al, 2002 Forest Ecology and Management 156(1-3):5-26.
PATTERNS OF COLONIZATION
- 1. Diffusion
- 2. Diffusion + LDD
Le Corre et al. 1997 Genetical Research 69:117-125
PATTERNS OF COLONIZATION AND MAINTENANCE OF DIVERSITY
DIFFUSION DIFFUSION + LDD
Le Corre et al. 1997 Genetical Research 69:117-125
IN CONCLUSION
IS THERE AN ADAPTIVE SYNDROME ?
ADAPTIVE SYNDROME : PHENOTYPIC AND GENOMIC IMPRINTS OF PAST AND CONTEMPORARY ADAPTIVE EVOLUTION
low latitude high latitude Source population
PAST IMPRINTS : DETECTED IN COMMON GARDEN EXPERIMENTS
TRAIT DIFFERENTIATION GENETIC CLINES GROWTH
Height, Diameter, Tree rings
+ +
+ temperature, precipitation PHENOLOGY
Bud burst
+ + +
+ temperature REPRODUCTION
Seed crops, reproductive success
+ +
- temperature (altitude)
STRUCTURE
Wood density
none PHYSIOLOGY-WATER METABOLISM
Stomatal density, WUE, ∆13C
+
none HYDRAULICS
Water potential, P50 , Vulnerability to embolism
none
Lobo A. 2017 Forest Ecology and Management 424: 53-61 Kremer A et al. 2016 Functional Ecology 28: 22-36 Firmat et al. 2017 Journal of Evolutionary Biology 30: 2116-2131 Torrez-Ruiz JM et al. 2017 (unpublished data)
GENOMIC IMPRINTS
Outer circle : differentiation Inner circle : clinal variation
Blue : precipitation (1077 genes) Yellow : temperature (848 genes) Green : bud burst (531 genes)
Leroy T et al. (unpublished data)
CONTEMPORARY IMPRINTS : In situ MONITORING OF SELECTION
TRAIT HERITABILITY, EVOLVABILITY SELECTION GRADIENTS CORRELATION WITH FITNESS GROWTH
Height, Diameter, Tree rings
+ + + +
PHENOLOGY
Bud burst
+ + + +
REPRODUCTION
Seed crops, Reproductive success
+
Not available STRUCTURE
Wood density
+ + +
none PHYSIOLOGY-WATER METABOLISM
Stomatal density, WUE, ∆13C
+
+
HYDRAULICS
Water potential, P50 , Vulnerability to embolism
Not available Not available
Alexandre H et al., Treepeace project (unpublished data)
TAKE HOME MESSAGES Evolutionary trajectories (migration, pace of adaptation) faster than expected Peculiar mechanisms (LDD, introgression) drive evolution during environmental change Adaptive imprints limited to very integrative traits (growth, phenology..)
ACKNOWLEDGEMENTS
Mechanisms of adaptation to climate change: how will phenotypic plasticity, microevolution and migration affect forest tree phenology. Models for adaptive forest management From Holocene to Anthropocene: the pace of microevolution in trees Towards the Sustainable Management of Forest Genetic Resources in Europe Evolution of trees as drivers of terrestrial biodiversity
MERCI
Alexis Ducousso
Sylvain Delzon Christophe Plomion Rémy Petit Alexis Ducousso
Special Thanks
Florian Alberto Jean Baptiste Lamy Soularue Hermine Alexandre Laura Truffaut Thibault Leroy Cuauhtemoc Saenz Romero Valérie Le Corre Yann Vitasse