Antoine Kremer oaks & vineyard 2 GENUS QUERCUS CLIMATE - - PowerPoint PPT Presentation

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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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ADAPTATION OF FOREST TREES TO CLIMATE HOW MUCH CAN WE LEARN FROM THE PAST TO ADDRESS THE FUTURE ?

Antoine Kremer

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2

  • aks & vineyard
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GENUS QUERCUS

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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.

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CLIMATE CHANGE DURING THE ANTHROPOCENE

Briffa K.R. et al. 2001 Journal of Geophysical Research 106 2929-2941

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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

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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

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> 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/

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DISTRIBUTION OF HAPLOTYPES OF THE ATLANTIC (B) LINEAGE

Petit et al 2002. Forest Ecology and Management 156: 5-26 http://gd2.pierroton.inra.fr/

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DISTRIBUTION OF HAPLOTYPES OF THE CENTRAL (C) LINEAGE

Petit et al 2002. Forest Ecology and Management 156: 5-26 http://gd2.pierroton.inra.fr/

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DISTRIBUTION OF HAPLOTYPES OF THE EASTERN (A) LINEAGE

Petit et al 2002. Forest Ecology and Management 156: 5-26 http://gd2.pierroton.inra.fr/

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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

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CHANGES OF RANGE DISTRIBUTION DUE TO CLIMATE CHANGE

EXPANSION RANGE SHIFT

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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

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1

EXPANSION-RAPID MIGRATION

4 2

INTROGRESSION

3

LOCAL ADAPTATION MAINTENANCE OF DIVERSITY

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1

EXPANSION-RAPID MIGRATION

4 2

INTROGRESSION

3

LOCAL ADAPTATION MAINTENANCE OF DIVERSITY

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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

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Quercus 11000 cal. BP Quercus 8000 cal. BP

Giesecke T. 2016 New Phytologist 212:15-18

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DISPERSION BY DIFFUSION

vitesse = 100 mètres/an

Le Corre et al, 1997 Genet. Res. 69 : 117-125

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DIFFUSION + RARE LONG DISTANCE DISPERSION (LDD)

vitesse = 100 mètres/an vitesse = 400 mètres/an

Le Corre et al, 1997 Genet. Res. 69 : 117-125

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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

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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)

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1

EXPANSION-RAPID MIGRATION

4 2

INTROGRESSION

3

LOCAL ADAPTATION MAINTENANCE OF DIVERSITY

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WHITE OAKS IN FRANCE

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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

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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

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  • 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

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  • Q. petraea (Sessile oak)
  • Q. robur (Pedunculate oak)

DISPERSION OF QUERCUS ROBUR

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HYBRIDIZATION

POLLEN OF QUERCUS PETRAEA

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RECURRENT ASSYMETRIC BACKCROSSINGS

Petit RJ et al 2003 New Phytologist 161(1):151-164.

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1

EXTINCTIONS

4 2

EXPANSION - MIGRATION

3

LOCAL ADAPTATION MAINTENANCE OF DIVERSITY

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COMMON GARDEN EXPERIMENTS Provenance tests planted in the early 90s (23 tests and >100 provenances)

32

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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

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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

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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

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0 1 2 3 4 5

BUD BURST

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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

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1

EXTINCTIONS

4 2

EXPANSION - MIGRATION

3

LOCAL ADAPTATION MAINTENANCE OF DIVERSITY

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  • 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
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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)

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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

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B C A E D PHYLOGEOGRAPHIC STRUCTURE OF EUROPEAN WHITE OAKS

Petit et al 2002. Forest Ecology and Management 156(1-3):5-26.

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Petit et al, 2002 Forest Ecology and Management 156(1-3):5-26.

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PATTERNS OF COLONIZATION

  • 1. Diffusion
  • 2. Diffusion + LDD

Le Corre et al. 1997 Genetical Research 69:117-125

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PATTERNS OF COLONIZATION AND MAINTENANCE OF DIVERSITY

DIFFUSION DIFFUSION + LDD

Le Corre et al. 1997 Genetical Research 69:117-125

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IN CONCLUSION

IS THERE AN ADAPTIVE SYNDROME ?

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ADAPTIVE SYNDROME : PHENOTYPIC AND GENOMIC IMPRINTS OF PAST AND CONTEMPORARY ADAPTIVE EVOLUTION

low latitude high latitude Source population

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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)

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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)

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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)

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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..)

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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

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MERCI

Alexis Ducousso

Sylvain Delzon Christophe Plomion Rémy Petit Alexis Ducousso

Special Thanks

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Florian Alberto Jean Baptiste Lamy Soularue Hermine Alexandre Laura Truffaut Thibault Leroy Cuauhtemoc Saenz Romero Valérie Le Corre Yann Vitasse