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Michael Mackay, Kenneth Street, Evgeny Zuev, Navreet Kaul Bhullar, Mustapha El Bouhssini, Jan Kanopka, Olga Mitrofanova Towards more efficient mining of  genetic variation in  ex situ  collections ITMI / COST Workshop Aug 2009,  Clermont-Ferrand, France
Backdrop ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Upon reflection ,[object Object],[object Object],[object Object],[object Object],[object Object]
Towards efficiency  ,[object Object],[object Object],[object Object],[object Object],[object Object]
Matching needs ,[object Object],[object Object],[object Object],[object Object],[object Object]
Stated purpose of barley germplasm requests to ICARDA over the last 20 years   (Source: K Street) Purpose Acc. sent Disease screening 51656 Abiotic stress screening  18221 Diversity studies - molecular 4296 Agro-morphological screening  3442 Grain quality 1062 Crossing blocks 1024 Core collection backup and evaluation 285 Unspecified or not specific 43145 Total  122939
A source of variation Wild & cultivated species evolved and distributed  through space and time Environmental influences Abiotic Biotic Genetic variation for various traits time space
Mining natural variation ,[object Object],[object Object],[object Object]
Linking environmental  data to collection sites Adapted from diagram by D T F Endresen (NGB) choose accessions from environments that impose selection pressure for a given trait Eg: for pests - select material from environments that favor a high pest load
The picture Can we use the same evolutionary principles  in reverse  to identify the environments that ‘engender’ trait specific genetic variation? 1  plus some selection Genotypes x Environments x Time 1 = Genetic Variation
Examples of eco-geographic variation of traits linked to environmental influences Species Trait  Environment influence Reference Trifolium repens Cyanogenesis Low altitudes, high winter temp., low  summer rain, spring cloudiness Pederson, Fairbrother et al.  1996 Annual legumes Seed dormancy, early  flowering, high seed to pod  ratio Aridity Ehrman and Cocks 1996 Bread wheat Tolerance to Boron toxicity Soil type Mackay (1990) Bread wheat  Russian Wheat Aphid (RWA)  resistance Altitude, winter temp, RWA  distribution  Bohssini, et al accepted for publication 2008 Triticum dicoccoides Drought resistance Temperature, aridity Peleg, Fahima et al. 2005 Durum wheat Glume colour and beak length Altitude Bechere, Belay et al. 1996 Triticum dicoccoides Heading date, culm length,  biomass, grain yield and its  Components Climate, soil and water availability Beharav and Nevo 2004 Durum wheat Glutenin diversity Precipitation, minimum January  temperature, altitude. Vanhintum and Elings 1991 Woody perennials  More efficient RUBISCO  activity  temperature, aridity Galmes et al, 2005 Barely Hordatine accumulation  (disease defence) Water relations, temperature and  edaphic factors Batchu, Zimmermann et al.  2006
Focusing in on the ‘best bet’ accessions ,[object Object],[object Object],[object Object],[object Object]
See   www.figstraitmine.com Collection New Subset Type of material Collection site Other information Size limit Evaluation data   Filters Subset Subset 750 1500 500 Database Interface Subset FIGS system User defined needs 250 After M. C Mackay 1995
Some examples ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Distribution of bread wheat landrace collection sites – VIR, ICARDA, AWCC  17,000 accessions and 6,300 sites
Wheat landraces from marine origin soils in Mediterranean region provided all the genetic variation needed to produce boron tolerant varieties The Boron Story
[object Object],[object Object]
This is the first time we have found RWA resistance for the Syrian biotype in hexaploid wheat at ICARDA.  Marker analysis indicate new genes. 12 accessions showed high to moderate resistance
Sunn Pest No sources of juvenile plant resistance previously found in hexaploid wheat 15% of ICARDA collection screened without result A FIGS set of 534 (3.9% of collection) accessions was developed for screening
Sunn pest set selection ,[object Object],[object Object],[object Object],[object Object],[object Object],Starting with a set of over 16,000 accessions from VIR, ICARDA and AWCC
534 accessions screened for Sunn Pest at ICARDA
Verified under controlled conditions 8 landrace accessions from Afghanistan and  2 from Tajikistan identified as resistant at juvenile stage Now developing mapping populations Success
FIGS powdery mildew set ,[object Object],[object Object],[object Object],[object Object],[object Object]
FIGS powdery mildew set
FIGS PM set ,[object Object],[object Object],[object Object],[object Object]
Example of Impact:  Allele mining 1  FIGS = Focused Identification of Germplasm Strategy (various, incl. Mackay  et al , manuscript in preparation) 2  Kaur K; Street K; Mackay M; Yahiaoui N; Keller B (2008). Allele mining and sequence diversity  at the wheat powdery mildew resistance locus Pm3. 11 th  IWGS, 24-29 Aug., Brisbane) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Distribution of new  Pm3  alleles
Screening for salinity tolerance in bread wheat FIGS subset chosen by mapping collection sites over  salinity probabilities A core set was constructed, using published methods, to maximize both genetic variation (measured with agro-morphological data) and eco-typic origin (using 51agro-climatic parameters)
Hydroponic system for salt-tolerance evaluation (VIR) Method after R.Munns et al, 2003. Na and K content measured in 3 rd  leaf after salinity treatment imposed for 10 days
Preliminary results   Table and screening by Irina Koserava – VIR, St Petersburg   Set Leaf Na content range  in accessions mg/g dry weight (min – max) Average leaf Na content mg/g dry weight Number of accessions with Na content below 3 mg/g dry weight Total accessions evaluated accessions % salt 1.16 – 22 . 46 5 . 42 67 21 320 core 1 . 57 – 51 . 26 10 . 63 10 3 319
Proof of concept study ,[object Object],[object Object],[object Object]
Distribution of  Yemen test-set
Core set 540 Random set 540 FIGS sets 440- 540 accessions screened in Yemen 5400 Note: sets constructed without looking at screening scores Proof of concept study
Results Method % resistant accessions within set Core 9.7% Random 10.7% FIGS-set 1 (PCA on total set) 13.8% FIGS-set 2 (Stratified clustering) 17.8%
FIGS is heuristic  Use FIGS more often Refine set selection  process
Acknowledgements ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],GRDC People and institutions Funding USDA-ARS: Harold Bockelman AWCC
Thank you

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Amman Workshop #3 - M MacKay

  • 1. Michael Mackay, Kenneth Street, Evgeny Zuev, Navreet Kaul Bhullar, Mustapha El Bouhssini, Jan Kanopka, Olga Mitrofanova Towards more efficient mining of genetic variation in  ex situ  collections ITMI / COST Workshop Aug 2009, Clermont-Ferrand, France
  • 2.
  • 3.
  • 4.
  • 5.
  • 6. Stated purpose of barley germplasm requests to ICARDA over the last 20 years (Source: K Street) Purpose Acc. sent Disease screening 51656 Abiotic stress screening 18221 Diversity studies - molecular 4296 Agro-morphological screening 3442 Grain quality 1062 Crossing blocks 1024 Core collection backup and evaluation 285 Unspecified or not specific 43145 Total 122939
  • 7. A source of variation Wild & cultivated species evolved and distributed through space and time Environmental influences Abiotic Biotic Genetic variation for various traits time space
  • 8.
  • 9. Linking environmental data to collection sites Adapted from diagram by D T F Endresen (NGB) choose accessions from environments that impose selection pressure for a given trait Eg: for pests - select material from environments that favor a high pest load
  • 10. The picture Can we use the same evolutionary principles in reverse to identify the environments that ‘engender’ trait specific genetic variation? 1 plus some selection Genotypes x Environments x Time 1 = Genetic Variation
  • 11. Examples of eco-geographic variation of traits linked to environmental influences Species Trait Environment influence Reference Trifolium repens Cyanogenesis Low altitudes, high winter temp., low summer rain, spring cloudiness Pederson, Fairbrother et al. 1996 Annual legumes Seed dormancy, early flowering, high seed to pod ratio Aridity Ehrman and Cocks 1996 Bread wheat Tolerance to Boron toxicity Soil type Mackay (1990) Bread wheat Russian Wheat Aphid (RWA) resistance Altitude, winter temp, RWA distribution Bohssini, et al accepted for publication 2008 Triticum dicoccoides Drought resistance Temperature, aridity Peleg, Fahima et al. 2005 Durum wheat Glume colour and beak length Altitude Bechere, Belay et al. 1996 Triticum dicoccoides Heading date, culm length, biomass, grain yield and its Components Climate, soil and water availability Beharav and Nevo 2004 Durum wheat Glutenin diversity Precipitation, minimum January temperature, altitude. Vanhintum and Elings 1991 Woody perennials More efficient RUBISCO activity temperature, aridity Galmes et al, 2005 Barely Hordatine accumulation (disease defence) Water relations, temperature and edaphic factors Batchu, Zimmermann et al. 2006
  • 12.
  • 13. See www.figstraitmine.com Collection New Subset Type of material Collection site Other information Size limit Evaluation data Filters Subset Subset 750 1500 500 Database Interface Subset FIGS system User defined needs 250 After M. C Mackay 1995
  • 14.
  • 15. Distribution of bread wheat landrace collection sites – VIR, ICARDA, AWCC 17,000 accessions and 6,300 sites
  • 16. Wheat landraces from marine origin soils in Mediterranean region provided all the genetic variation needed to produce boron tolerant varieties The Boron Story
  • 17.
  • 18. This is the first time we have found RWA resistance for the Syrian biotype in hexaploid wheat at ICARDA. Marker analysis indicate new genes. 12 accessions showed high to moderate resistance
  • 19. Sunn Pest No sources of juvenile plant resistance previously found in hexaploid wheat 15% of ICARDA collection screened without result A FIGS set of 534 (3.9% of collection) accessions was developed for screening
  • 20.
  • 21. 534 accessions screened for Sunn Pest at ICARDA
  • 22. Verified under controlled conditions 8 landrace accessions from Afghanistan and 2 from Tajikistan identified as resistant at juvenile stage Now developing mapping populations Success
  • 23.
  • 24.
  • 26.
  • 27.
  • 28. Distribution of new Pm3 alleles
  • 29.
  • 30. Screening for salinity tolerance in bread wheat FIGS subset chosen by mapping collection sites over salinity probabilities A core set was constructed, using published methods, to maximize both genetic variation (measured with agro-morphological data) and eco-typic origin (using 51agro-climatic parameters)
  • 31. Hydroponic system for salt-tolerance evaluation (VIR) Method after R.Munns et al, 2003. Na and K content measured in 3 rd leaf after salinity treatment imposed for 10 days
  • 32.
  • 33. Preliminary results Table and screening by Irina Koserava – VIR, St Petersburg Set Leaf Na content range in accessions mg/g dry weight (min – max) Average leaf Na content mg/g dry weight Number of accessions with Na content below 3 mg/g dry weight Total accessions evaluated accessions % salt 1.16 – 22 . 46 5 . 42 67 21 320 core 1 . 57 – 51 . 26 10 . 63 10 3 319
  • 34.
  • 35. Distribution of Yemen test-set
  • 36. Core set 540 Random set 540 FIGS sets 440- 540 accessions screened in Yemen 5400 Note: sets constructed without looking at screening scores Proof of concept study
  • 37. Results Method % resistant accessions within set Core 9.7% Random 10.7% FIGS-set 1 (PCA on total set) 13.8% FIGS-set 2 (Stratified clustering) 17.8%
  • 38. FIGS is heuristic Use FIGS more often Refine set selection process
  • 39.

Hinweis der Redaktion

  1. Early plant breeders – Farrer etc Plant explorers – Vavilov and contempories FAO’s ‘experts’ of 1970’s IBPGR – IPGRI – Bioversity
  2. In the late 1980s or early 1990s I was asked to send everything in the collection to the Waite for evaluation against this recently recognised boron toxicity problem. At that stage there were around 22,000 bread wheat accessions in the collection. Taking some liberty, my response was that this was a lot of work (true colours show through!) After some discussion it was agreed that material from countries with soils of a similar origin would most likely contain the genetic variation required. Bingo!
  3. Make note that alelle diversity discovered – potentially new sources of resistance.