Transcript Slide 1
RosBREED’s Breeding Germplasm Used for Validation of Promising Trait Loci Jim Luby Ksenija Gasic Chad Finn Nnadozie Oraguzie Susan Brown David Byrne John Clark Amy Iezzoni Tom Davis Kate Evans Tom Gradziel Jim Hancock Phil Stewart Vance Whitaker Cameron Peace Nahla Bassil Dorrie Main Cholani Kumari Eric van de Weg Marco Bink Outline of Presentation RosBREED Demonstration Breeding Programs Reference Germplasm Sets Genotyping Phenotyping Data Sets as Community Resources Marker-Locus-Trait Associations RosBREED Demonstration Breeding Programs Demonstration Breeding Programs • Represent all major growing regions and germplasm in US for RosBREED crops Demonstration Breeding Programs • Breeding Trainees in each breeding program • RosBREED’s Collaborated with other RosBREED Realto Miners! investigators develop genotype and phenotype information Photo by Wayne Ranney RosBREED Reference Germplasm Sets Crop Reference Set • McIntosh ~480 individuals (cultivars, ancestors, founders, breeding lines, selections, and seedlings) Melba LivelRasp F_Spartan W illiams Jolana Spartan PRI14-126 Starr OR38T610 NJ53 F_W illiams PRI14-226 Delicious KidsOrRed PRI14-644 Cox Sonora Gala NJ8 W inesap GoldenDel PRI612-1 F1_9433-2-2 RomBeauty NJ24 NJ67634 F1_9433-2-8 F_Ill_#2 Mflor821 P21R4A30 F2_26829-2-2 Jonathan NY65707-19 Keepsake Ill_#2 F_P21R4A30 M_MN1764 Prima NJ123249 Frostbite F_Honeycrisp NJ110037 NJ27 NorthSpy Melrose • Honeycrisp Sonya JerseyBla PRI668-100 Julyred Macoun F_Gingergold Relevant Germplasm for community of breeders and other researchers sibLiberty NY752 PRI54-12 F_JamesGr Liberty W ealthy Jerseymac MN1691 GingerGold NY913 F_IngMarie Jam esGr F_Delfloki Tetofsky Florina NJ37848 NJ130o PRI47-147 YelTransp Longfield IngMarie NJ117637 NJ88 NJ31 DuchOlden Mantet Edgewood W orcPearm RallsJan Mavis PRI610-2 Raritan NJ12 Monroe F_PattenGr Rubin Elstar PRI1661-1 Vanda PRI855-102 Oriole Sharon NY88 Nicola StateFair Chinook W SU2 Fireside BenDavis PattenGr Gravenstein F_Goodland PRI1661-2 NY241 PRI1018-101 PacQueen Goodland Close PRI643-11 PacRose M_MolliesDel NJ14 AurGoldGa NJ440249 Jongrimes W agener NJ19237 Crandall M2439 BC-8S-31-56 NJ35437 BC-SPA493 FrancRus LadyW ill CrownPR BlushiGol F_Undine Splendour Indo NJ15 Suncrisp PRI2482-100 NJ303955 Ambrosia Glockenapfel Zari Cameo MolliesDel DrOldenbu • Fuji Bellida F_Helios NJ35934 F_EdGoulGol XIIA277 Genotyped genomewide with SNP markers Civni F_NJ15 F_Sandow KAZ95-17-14 Ecolette Cortland Lundbytrop A28/39 A849-5 Milwa F_MolliesDel KAZ95-18-07 PRI1469-100 Kanzi BeautBath VKrakers BelHerm Delcorf KAZ96-05-04 Idared Nicoter NZ_RGxBB Pilot Maigold LaFlam PRI2059-101 Akane F_Brina Pinova Nevson Sundowner Scarlet CrippsPink NJ381049 Senshu Sansa Delblush StarkEarl Scifresh Undine PitmPine Linda X4598 Scilate Orin Grifer PRI1235-100 Enterprise Coop-15 NJ109 Rubinola Goldrush Ariane Priscilla Rubinstep Rucla Coop-10 Delfloki Topaz MN1764 Shizuka W SU24 X3174 Toko AnanasRei CROP REFERENCE SET Redfree P7R25A27 PRI669-205 Braeburn Malinda Coop-17 PCFW 2-134 Lambourne NJ136055 Clivia Zestar BC-8S-27-2 MN1702 W SU37 Camuzat F_MN1764 AutGold BaumanRei BernRos GMAL4591 Haralson W SU17 Monark Telam on GMAL4593 W SU36 M_Sunrise Boskoop Delorina Honeygold GMAL4595 BrixPlatt Calamari Calvilla PCF-3-120 Hatsuaki Sunrise CIVG198 Jonagold CrimsSnow M_NY632 Croncels Gloster Dalitron Ped-PinxCam NY632 DallaRosa PRI69-52 ShinGold n=480 4-27-0019 Pop_GaxC15 EarlyGold Alkmene Fiesta W SU34 Edelb • 5-87-0019 Helios Fiamma 52-05-26 Empire GelEdel Gewurz Zonga HarbRei Limoncini Magre EdGoulGol 5-90-0019 Pop_HCxCP Akagi Ped-HCxPit(692) Hampshire Ped-SonxNY241 25-120-9928 Phenotyped in 2010-12 for fruit quality traits and other high-impact traits Apollo Freedom W SU38 Jonafree Pop_BBxPR Arlet 6-73-0019 Piros Ped_HCx1764 MN1914 PRI1956-6 Santana Fortune Sandow MPop_HCx1702 4A-100-0013 SchonNord Shinsekai MN1628 MPop_HCxMon GranSmith Napoleone Ontario PermainDor RedFiled Ped-HCxZest 4A-38-0013 Silken Delgollune GoldenOr Dolgo Summerfree Ped-GoldrxNY913 Merlijn Angold Pristine Pop_AurxHC NY75414-1 Sabina RenCanada Ariwa Tunda RenChamp CrimsCrisp Discovery W SU46 Robusta5 W SU35 Belgica RosBian Rafzubin RosdiCal W SU22 B_TxBB 4-159-9926 GoldPink RosDop Nicogreen Pop_ArlxCP Brina RotStett SanLugano Sila Stayman Pop_GDxSc Delearly Snowsweet NJ90 Ligol Kerr TirSpitz Dalinette Saturn E_FxGD E_FxGlo TavBian W eisW int Murray Ped_HCxJonf W SU30 N_PxF Delcoros Creston Galmac Breeding Pedigree Sets • ~100-300 extra individuals proprietary to each breeding program • Washington State BP Set (n=160) together with the Crop Reference Set, represent Important Breeding Parents Minnesota BP Set (n=160) CROP REFERENCE SET n=480 Cornell BP Set (n=160) Any breeder’s BREEDING additional PEDIGREE germplasm SETS with data Strategy for Assembling RosBREED Reference Germplasm Sets AE0109 AE0240 AE0215 Tetofsky Mantet Available Ancestor AE0226 AE0229 AE0230 McIntosh AE0241 AE0308 Oriole StateFair MN1914 YelTransp MN1925 MN2033 MN2041 LivelRasp Fireside MN1691 Zestar!Zestar MN2044 MN2050 AE_HCxZest AE0122 Unavailable Ancestor Longfield MN1937 PattenGr Goodland MN1940 MN2016 DuchOlden MN2046 AE0206 F_Goodland F_PattenGr Visualized with Pedimap software Important Breeding Parent: Zestar! AE0207 AE0219 AE0103 AE0242 Use pedigreelinked relatives to represent Available Important progeny Breeding Parents Average Allele Representation Units (AAR) for Important Breeding Parents • Number of chances in a germplasm set for an allele at a random locus of an IBP to be identical by descent to an allele at that locus • We chose 12.5 AAR units per IBP as minimum to balance statistical power and available resources • Equivalent to 25 F1 offspring • 99.6% chance of ≥ six individuals carrying each allele • Provides power of 0.8 to detect a mean difference between allele effects > 1.8× the pooled standard deviation Genome Coverage (GC) • Refinement of Average Allele Representation: some sets of relatives unevenly represent the genome of an Important Breeding Parent • Example: F1 seedlings provide balanced Genome Coverage as each is a random assortment of the IBP’s genome • Example: relatives through maternal lineage represent skewed Genome Coverage as only the maternal half of an IBP genome contributed by the mother, unless complementary relatives are included Allele Representation of Important Breeding Parent Through Available Ancestors Unavailable Ancestor Available Ancestor 3 Balanced AAR Units through self, parents, grandparents Tetofsky Mantet 0.125 McIntosh 0.125 YelTransp LivelRasp 0.25 0.5 StateFair Oriole 0.25 Fireside 0.25 0.125 0.0625 Longfield PattenGr 0.5 Goodland 0.25 DuchOlden Zestar Zestar! MN1691 F_Goodland F_PattenGr 0.4375 Skewed AAR Units through great- and great-great-grandparents 1.0 Include Progeny to Adequately Represent Important Breeding Parent 12 progeny x Goal = 12.5 AAR Units Tetofsky 0.5 Mantet McIntosh YelTransp LivelRasp Longfield Oriole StateFair Fireside PattenGr AE0206 MN1691 Zestar! Zestar Goodland DuchOlden F_Goodland F_PattenGr AE0242 25 progeny x 0.5 3.0 Units through self and balanced ancestors 0.4375 Units through skewed ancestors 18.5 Balanced AAR Units through 37 progeny Zestar! = ~22 Ave Allele Representation Units NY59333-006 Empire McIntosh Blackjon 669NJ5 NY70712-53 NY55158-002 RussianSeedling NY88 Delicious AutumnCrisp Jonathan Coop-18 Crandall AurGoldGa NorthSpy Fuji MN1708 RomBeauty P14-126 Honeycrisp PacQueen Arlet MN1628 EsopSpitz WSU2 NY02 BC8S-27-43 Clivia Apple Crop Reference Set NY10 Nicola Melrose Frostbite GoldenDel NY03 Monroe Keepsake Sweet16 NY752 PacRose Pinova BC-8S-27-2 Chinook KidsOrRed Gala Braeburn Splendour Pop_AurxCP Zestar DuchOlden CrippsPink Enterprise Pop_AurxEnt Sansa GranSmith Pop_AurxArl Cox Sundowner Rubin Idared LadyWill NY08 Vanda PRI1661-1 PRI1661-2 StateFair Wagener MN1691 Mantet Akane Pop_AurxHC NY632 YelTransp Empress Burgundy Malinda WSU49 WSU50 Silken Oriole Wealthy WSU52 Lambourne Fireside Jonamac Sonya Scifresh WSU57 BenDavis WSU24 Goodland NY241 VistaBella Montgomery WSU37 WorcPearm Honeygold BlushiGol NY04 JamesGr Sunrise Melba Coop-17 NY05 AE0206 NY07 EarlyCortland CornellPop08 Haralson Linda AE0251 NY06 WSU30 NY01 NY11 Cortland WSU17 WSU46 NY92607-16 NY247 Lodi Delorgue Delblush NY66305-289 CornellPop13 MN1915 NY543 MN1942 Suncrisp Topaz MN1702 Williams NY14 Fiesta Wijcik F2_26829-2-2 WSU36 Hatsuaki Jonagold GingerGold MN1955 MN2034 WSU35 Beacon MN1789 Raritan MN1965 MN2062 Macoun Liberty WSU48 MN1971 Hudson Spartan MN1764 Regent NY65707-19 MN1980 MN2016 MN1802 NY15 MN2036 MN1984 MN1627 Pop_EntxArl Freedom Monark MN2056 RedBaron Jonafree PitmPine MN2057 Pop_HCxAr MN2063 Goldrush Snowsweet WSU34 Prima MN2000 Mflor821 Britemac WSU65 GMAL4332 NY13 MN1706 MN1937 NJ90 CornellPop09 IngMarie MN1988 Winesap WintBanana Dolgo Fantazja MN1940 Coop-15 MN2031 GMAL4329 WSU38 MN2042 AE_HCxJonf NY76406-007 Fortune CoromandelRed MN1839 YellNewtown AE0118 AE0406 Pop_HCxCP MN1760 GMAL4327 BeautBath Cameo AE0213 CornellPop07 Ambrosia MN1914 MN1899 MN1925 NY12 MN1964 MN2033 Elstar GMAL4328 MN1837 PRI14-126 MN2041 Kerr CrimsCrisp Pop_HCxEnt MN1888 Sundance MN1836 MN2044 Sawa Tsugaru NY913 MN2050 Dayton NJ53 NY09 WSU7 MN2046 PixieCrunch Redfree Discovery WSU5 AE0210 72 Important Breeding Parents From Univ of Minnesota Wash St Univ Cornell Univ Peach Crop Reference Set • 4 Breeding programs • Limited overlap of germplasm between market types JH_Hale O'Henry Fairhaven Flordaprince Halehaven Frank OP11 TropicBeauty Redhaven Pallas Bolinha P97-14 Candor Clayton P34-106 CAF4 Nemaguard Saturn Loring ChineseCling Greensboro BY03P22388 Redskin Everts OP1 CAF2 Goldprince TX2293-3 Y142-75 CAF3 Andross A34-160 P.argentea • Hakuho 118 cultivars and selections S-37OPxNemaguard UFGold White_County Georgia_Belle ArkC Blazeprince Rizzi Winblo Orange_Cling Lola TX-Pop2 2001,7-180 ZinDai Springtime Mayfire • BY01P6160 TXW1293-1 91,17-262 373 progeny in 23 crosses F8,5-166 ArkB Dr._Davis BY00P6346-t Jefferson Peento Contender BY01P6245 TX2B136 China-Pearl SC-POP_G TX-Pop3 SC-Pop1 SC-POP22 Guardian Dixon1 18,8-11 18,8-23 Lovell • Up to 11 generations OP12 SC-Pop2 St_John Nonpareil Cumberland Marigold Diamante Early_Crawford SC-POP_Blush Hiley Mayflower Springold CA-Pop2 RioOsoGem S-37 Admiral_Dewey Springbrite Okinawa OP10 OP14 SC-POP09 Riegels SC-Pop3 OP13 Crimsonbaby Panamint Slappey Summercrest CA-Pop1 Kakamas AR-Pop1 OldmixonFree Babcock CA-Pop3 LeGrand F10C,12-28 Sunfre SC-POP23 TX-Pop1 Peach Crop Reference Set NJ5107397 Panamint TX2B136 FLAQ3033 PanaxJewel Jewel FLA2-13 Palomar FLA15-85W Candoka JH_Hale Sunhigh Sunlite Columbina NJN21 FLA3-4N Hermosillo Sunfre Kaygold FLA4-65 FLA68-50 P42-81 Okinawa P42-91 FV131-48 P97-14 Springbrite Southland Elberta Early_Crawford FLA5-5 TX2293-3 FLA8B27 Goldprince ChineseCling TXW 1293-1 OP43 OP36 FLA35-30 VP Fairhaven FLA10-48 EarlyCrawford NJ53939 FLA2-7 OP19 P60-38 K61-48 Halehaven TropicBeauty Springtime Sunrise Southhaven FLA16-61 Robin NJ40CS Carman NJN55 VP VP Golden_Globe Arp_Beauty 561483 NJ271 KimxJuly_Elberta 2000,2-18 Fireglow Mayflower BY01P6160 A34-160 StrawberryxPeento FLA5-58 D2-46-143-- K519-47 104325 Cumberland Crimson_Lady 602903 RR38-4-662001 OP10 Sunred LeGrand Maravilha CA-Pop-9-33-341 113115 FLA28-48 FV317-97 Marigold Admiral_Dewey OP35 Goldfinch OP13 Meredith Mayfire O'Henry VP Kim JHHxQuetta Lola Dix,8 Red_Diamond Valiant 2000,A-235 Merrill.Bon Nectared7 NJ230 JHHxLippiatt TardyxJordan Quetta Lippiatt 555036 P51-138 CA-Pop-6-1-3 FLA9-20C 2000,3-157 RR105-10-- 2000,8-149 Hakuho Loring OP38 JHHxLevi Babygold7 554367 OP24 125936 OP23 Jerseyland NJ66325 5109028 E22-59 Georgia_Belle TuscanxPaloro Pallas Crimsonbaby Jungerman Dix,6-6 NJN14 Stock3-17 5110301 562025 C1-25-177-- 76925 Dix,5A-1 OP21 K173-9 Prarie_Dawn (TxP) 13232xCherryred 2000,8-150 F8,5-156 2000,8-153 F8,5-161 2000,8-154 F8,5-162 2000,8-157 F8,5-164 2000,8-158 RR51-32-- F8,72-33 NJ196 CA-Pop-7-11-23 2000,16-93 5110007 90,10-91 58127 OP26 Loadel RR71-322-- Da30-13 NJ257 OP12 Y150-13 CA-Pop-7-10-235 F8,5-179 F8,5-182 FLA92-2C OP22 P30-122 CA-Pop-7-26-80 2000,A-241 562158 OP11 CA-Pop-6-1-33 2000,8-164 F8,5-165 F8,5-172 582990 C1-19-122-- OP2 OP28 F8,5-147 F8,5-171 5102896 DukeofGA P107-78 2000,8-138 Early_Hale Levi F85-147 CA-Pop-7-25-178 FV9-46 554039 Armqueen Nectared4 Hiley P57-56 UFGold F8,5-166 Frank Dix,22A-5 OP4 OP44 CrimsonLady NJF8 Sungrand Saturn Flordaprince Luken'shoneyxJElberta Peento SprGoldxSunfre FV15-48 R1T6 July_Elberta Strawberry D33-1 NJ291 P34-106 PalxSprtime K6E121 St_John OP29 Springold SunGrand FLA3-2 dummy2 Luken's_Honey P87-147 P37-79 Springcrest Armking Slappey P87-79 FV3-257 FV89-14 Babcock Earligold Y142-75 P83-48 G69-83N FLA3-56 FLAR9T10 2001,18-215 2000,16-125 CA-Pop-8-35-81 5106543 OP32 Cherryred OP41 Paloro Lemon_Free Dixon1 PI35201 Dixon2 Red_Grand Summercrest A130P 7-5 2000,16-110 Raritan_Rose VP 90,10-92 Contender P83-62 Hesse 89,10-44 OP48 FLAK5W 35 Dix,58-6 OP46 94727 Fortuna 89,10-55 KimxLeGrand Early_Sun_Grand 89,10-60 PI101681 Dix,16-3 89,10-61 NonpareilBF W olvamade FLNCseedling 91,18-6 W algant DukeofYork VP W oltemade 18,6-33 Goodwin TachibanaW asa 5105965 VP Dixon 2000,12-110 NC7366 2000,12-56 Pekin NC64 VP Transvaal-Cling RR122-15 Ark_145N Redskin 2000,8-37 98,4-177 F10C,20-51 S-37OPxNemaguard P79-56 CA-Pop-8-17-71 Vilmos 88,2-77 E22-59N 2000,16-202 BY81P2840 Kalhaven OrangeClingSdlg Orange_Cling CA-Pop-7-2-167 2000,16-199 98,9-7 96,9-292 OP25 Lovell CA-Pop-9-34-69 Riegels F10C,12-28 FLA84-18C AustralianMuir 99,4-123 NCA2679 88,2-75 Hann_Almond Mexican_Honey CA-Pop-7-9-28 W hite_County NJLA3 Everts OP47 CA-Pop-7-3-47 96,1-171 91,17-195 54P455 Greensboro Reina_Elena China-Pearl BY00P6346-t Dr._Davis F8,76-45 OP31 Ark_433N DrDavis 6128 A270N OP39 VP 98838 TardyNonpareil OP45 BY01P6245 Candor FLA8-11 Bolivian CA-Pop-8-55-50 NCA2219 NJ156 38026 Ark_392 OP40 Splendid BY96P3240 SC-POP22 89,10-59 Honeydew_Hale CAF2 2000,2-15 89,10-53 OP37 PI91459 P48-57 CA-Pop-8-42-50 13232 2000,16-177 2000,8-69 Blazeprince 2000,8-71 Redhaven GoodmansChoice CA-Pop-8-19-90 18,9-41 96,9-171 Alameda 87,13-13 RoundTuscan 2005,10-10-90 92,10-119 87,12-31 2000,A-151 Ark_224 D25-9E Nonpareil Y140-77 NC7130 Jordanolo 90,9-116 2000,2-8 GoldenGlory 90,9-134 2000,2-9 Bonanza Lilliland G40-5E CA-Pop-8-27-128 CA-Pop-5-4-228 93,1-75 93,3-108 97,2-19 W inblo 93,3-225 92,10-125 ArkC CA-Pop-7-4-176 CA-Pop-9-34-301 93,3-22 Lilleland OP7 2000,16-207 Clayton Andross Hakuto Denjuro TX-Pop3 91,17-262 90,10-120 93,5-50 Leader_sdlg Diamante CAF3 2000,A-219 2000,A-220 93,5-26 91,9-161 P91-23 CA-Pop-8-25-99 F8,1-121 GH2-48 93,5-24 OP17 E7-35 dummy1 89,9-82 CA-Pop-5-1-78 93,5-220 2000,8-44 92,14-73 CA-Pop-8-30-54 CA-Pop-5-5-248 Y142-194 93,3-247 2000,16-159 OP15 Fla.86-28C Yellow_Alberge Norman CA-Pop-5-9-248 2000,16-209 93,5-80 97,5-270 90,1-4 OP16 Oro_A OP30 2000,16-92 2001,7-126 CA-Pop-5-9-76 PI,292557 93,3-159 93,4-166 ArkB 93,4-185 18,8-11 VP 96,9-8 HoneydewHale OP5 96,4-49 CA-Pop-9-1-198 CA-Pop-10-3-5 96,4-55 Ross A419-P 96,5-11 CA-Pop-7-13-72 CA-Pop-7-11-108 CA-Pop-7-11-24 CA-Pop-6-4-234 CA-Pop-7-6-82 2000,1-234 CA-Pop-9-22-229 F8,1-42 Padre_al 2001,19-6 2000,B-219 CA-Pop-9-34-253 F8,1-96 Bolinha3 2000,3-159 CA-Pop-7-5-207 E,1-16 CA-Pop-5-17-24 CA-Pop-9-14-48 Kakamas CA-Pop-8-15-77 CA-Pop-7-13-63 CA-Pop-7-26-67 97,9-200 89,6-103 98,8-188 CA-Pop-5-19-79 CA-Pop-7-1-1 2000,15-116 OP6 2000,15-119 D62-193 2000,15-122 OP1 2000,15-126 Halford 2000,15-127 CA-Pop-5-17-192 CA-Pop-9-5-82 91,12-4 CA-Pop-9-7-274 91,13-26 CA-Pop-5-20-139 91,13-7 CA-Pop-7-13-245 CA-Pop-9-31-182 CA-Pop-9-7-91 Ogawa 2000,15-73 CA-Pop-9-4-49 2000,15-88 CA-Pop-9-7-244 S-37OP 2001,1-185 CA-Pop-7-23-78 CA-Pop-7-19-20 CA-Pop-5-18-246 2003,1-329 CA-Pop-9-14-25 2000,3-205 Da,30-13 2001,7-180 CA-Pop-7-27-1 2001,2-84 2001,3-303 OldmixonFree 2005,11-56 CA-Pop-5-10-61 2005,12-231 CA-Pop-10-1-7 D6-15W CA-Pop-5-18-181 CA-Pop-8-4-99 CA-Pop-9-36-29 CA-Pop-7-10-3 CA-Pop-5-8-229 2000,B-202 2002,9-8 18,9-8 Nickels 89,15-309 CA-Pop-10-1-11 CA-Pop-9-23-55 CA-Pop-7-2-209 91,12-54 2001,9-215 2000,11-58 CA-Pop-7-16-218 2004,2-142 SC-POP09 CA-Pop-10-1-3 Hansen2 2004,2-148 CA-Pop-5-17-147 VP 2000,8-64 KimxJelberta CA-Pop-5-12-88 98,2-132 2001,9-275 OP20 2002,3-124 F8,5-55 CA-Pop-8-3-157 2004,2-150 Ross*R,1-1 PP904 CA-Pop-5-16-146 2001,9-305 CA-Pop-7-12-126 CA-Pop-5-14-124 SC-POP23 2001,9-6 CA-Pop-5-16-209 CA-Pop-9-20-301 2000,6-38 FLA4695 CA-Pop-8-28-264 2002,3-128 F8,72-22 CA-Pop-9-1-150 dummy95 OP42 SC-Pop3 SC-Pop2 2000,11-157 2002,3-236 dummy96 OP34 CA-Pop-9-20-126 CA-Pop-9-30-298 99,15-99 CA-Pop-5-1-223 dummy99 OP33 CA-Pop-10-2-6 2001,9-65 CA-Pop-7-17-1 2001,7-256 Hansen1 Merrill_Prince SC-POP_Blush 2001,9-130 2000,11-177 92,7-25 LateCrawford CA-Pop-5-11-227 2005,12-51 CA-Pop-7-10-198 Brights OldmixonCling CA-Pop-8-20-64 CA-Pop-10-1-9 CA-Pop-8-52-11 Klampt 9,20-C CA-Pop-8-27-83 CA-Pop-7-13-254 CA-Pop-9-22-282 CA-Pop-9-17-197 dummy91 2005,12-256 CA-Pop-8-33-7 CA-Pop-8-47-55 2000,15-241 2002,9-76 Yumyeong CA-Pop-5-12-199 CA-Pop-5-7-168 RioOsoGem 99,19-23 CA-Pop-8-38-106 CA-Pop-8-42-67 CA-Pop-7-2-73 CA-Pop-5-9-231 CA-Pop-10-2-8 2001,2-93 S-37 CA-Pop-9-34-105 2005,10-236 97,5-152 93,5-19 98,4-24 18,8-23 OP18 2005,10-223 2005,10-228 2001,2-4 P55-454 Dix22A-5 2002,6-283 CA-Pop-9-33-66 CA-Pop-5-18-11 VP 2000,3-217 Nemaguard F8,5-104-146 CA-Pop-9-31-99 CA-Pop-8-18-11 CA-Pop-9-32-253 Klamt F8,1-71 dummy97 CA-Pop-8-4-112 CA-Pop-7-9-218 StHelena dummy98 CarolynG CAF4 CA-Pop-9-30-233 CA-Pop-8-13-154 CA-Pop2 CA-Pop-9-31-301 CA-Pop-9-28-284 CA-Pop-7-19-164 96,1-149 P.argentea persicaXdavidiana CA-Pop-9-23-25 CA-Pop-9-9-250 BY03P22388 96,1-148 CA-Pop-8-9-165 19,1-40 TX86606 CA-Pop-8-41-92 CA-Pop-5-2-200 99,16-131 CA-Pop-6-4-51 CA-Pop-7-17-29 OP14 dummy90 CA-Pop-9-23-152 97,9-273 CA-Pop-9-20-1 CA-Pop-9-20-174 Jing dummy89 TX-Pop2 CA-Pop-7-17-214 CA-Pop-9-12-102 CA-Pop-5-19-168 RedGold P.mira#19 P78-49 CA-Pop-10-2-10 CA-Pop-7-13-130 F10E,1-16 CA-Pop-9-1-265 CA-Pop-7-8-68 2000,16-133 OP3 SC-Pop1 2005,23-6 Guardian Bolinha6 Bolinha7 2005,22-166 RR_53-194 P.scoparia P7-34 CA-Pop-5-22-204 Jefferson 2W _68W CA-Pop-5-5-86 CA-Pop-9-5-273 CA-Pop-6-5-95 dummy93 Ark_154N CA-Pop-9-34-227 99,12-155 2000,B-218 CA-Pop-7-18-192 VP Bolinha H_523 CA-Pop-8-33-208 2002,15-255 2000,1-228 2000,B-217 D,62-193 LateRoss OP9 dummy92 H,6-55 96,7-165 VP OP8 CA-Pop-7-7-146 CA-Pop-5-21-145 93,3-189 2000,1-222 Carson OP27 ZinDai dummy94 CA-Pop-8-61-26 93,3-175 CA-Pop-8-5-100 2000,1-215 Leader PI134401 F85-166 CA-Pop1 Rizzi 94,4-223 CA-Pop-7-3-204 R1-1 VP 2002,1-79 2000,10-223 96,4-51 R3-53 Tuscan Fla.79-20C CA-Pop-7-3-157 CA-Pop-10-1-5 Erly-Red-Fre SC-POP_G 2002,1-50 CA-Pop-5-9-33 CA-Pop3 CA-Pop-9-24-286 AR-Pop1 99,15-145 2002,13-152 TX-Pop1 Strawberry Crop Reference Set • 26 generations • High pedigree connectedness due to history of strawberry breeding • Multiple distinct germplasm groups - CA, PNW, Eastern US, Europe, Wild • 209 cultivars and selections • 78 wild strawberries - F. virginiana, F. chiloensis or F. virginiana x chiloensis • 618 seedlings in 44 crosses Strawberry Crop Reference Set Hudson_Bay dummy13 White_Carolina OSC_346 OSC_1765 Sparkle Northwest Brightmore Juspa Keens_Seedling Puget_Beauty dummy15 Totem Korona Methven_Scarlet Nanaimo ORUS_850-4 OSC_3746 dummy14 OSC_2732 Charles_Downing Hovey dummy10 Tamella Wilson Independence ORUS_750-1 OSC_2414 Narcissa Keens_Imperial OSC_2975 ORUS_850-48 Gorella dummy7 Neunan dummy17 Linn F.chiloensis(Chile) Induka OSC_3845 OSC_2931 F.virg'Native_Iowa' ORUS_1076-124 Puget_Summer OSC_2012 F.chiloensis(Ecuador) OSC_456 dummy6 OSC_2136 NJ_1051 Downer's_Prolific dummy5 Cal_52.16-13 Crescent ORUS_2781-1 Molalla OSC_2242 F.chiloensis(PatPoint) Ross_Phoenix ORUS_746-4 OSC_3727 Puget_Reliance Cal_52.16-15 Royal_Sovereign dummy11 US_3763 OSC_1509 OSC_4727 NC__1768 F.chiloensis(Peru) WA_87010-7 Siletz King_of_the_Earlies N.J.Scarlet(F.virg) F.chiloensis F.chiloensis(Rockaway#3) Redgauntlet Belmont Vale ORUS_1069-3 WSU_1945 OSC_1757 Benton Haverland ORUS_2016-1 F.chiloensis(ScottsCreek) F.vesca F.chiloensis10-B Sharpless NC_1767 Talisman Hoffman Goliath Jucunda Wiltguard Cal_5649-1 NC_1759 US_543 OSC_1816 MDUS_3082 Green_Prolific Cal_64.57-108 OSC_2467 Douglas NW_90049-19 OSC_4681 NC_1768 US_634 NW_90054-36 dummy2 Excelsior Marshall US_3374 US_4127 FRA_1075 BC_77-2-72 Muir Anaheim Cal_70.3-117 Jessie Cal_51.51-1 Howard_17 FRA_1100 ORUS_2493-2 Lassenxself MDUS_430 Miner Likely_Chesapeake Cal_39.117-4 MDUS_1972 Dorsett FRA_1092 Cal_611.4 Surecrop Fairland Laxton's_Noble Ettersburg_121 Laguna OSC_4682 FRA_1088 F_Marshal Likely_Lake_Stevens Cal_829.9 MDUS_3184 Ruby OP F.virginiana-M_Marshall Temple Sierra Lassen Redcrest WSU_1985 Aberdeen Selva Irvine ORUS_984-49 OSC_4357 Fairfax Cal_161.1 FRA_1104 WSU_1697 Missionary Valley_Red OSC_2234 OSC_1490 William_Belt Cal_103.22 Cumberland_Triumph FRA_1108 Cal_42.8-16 dummy1 Portia FRA_1267 Chesapeake OSC_1491 OSC_2100 OSC_305 Cal_A.08 Cal_69.62-103 Bountiful OSC_2315 OSC_154 Sequoia FRA_1691 Seascape Cal_168.1 Cheam OSC_3628 Tillamook dummy9 BC_41-14R-5 Parry Noble FRA_1692 TD8 Cal_168.3 OSC_821 Cal_186.1 Fairpeake Cal_177.19 Redstar Cal_177.21 MDUS_683 Cal_474.2 Cal_588.1 ORUS_767-4 FRA_24 Cal_65.65-601 OSC_2981 UnserFritz NJ_selection Konig.von.Sachsen F_Konig.von.Sachsen FRA_34 (SharplessxParry)F3 Oregon Sieger Tenn_Beauty OSC_3551 USEB_18 Cuesta Cal_39.96-18 OSC_4445 ORUS_1267-236 Albritton dummy16 FRA_357 Clyde NC_2967 Fendall Cal_54.124-2 FRA_368 Blakemore Scot_BK-46 US_4152 ORUS_1267-250 OSC_3577 Tufts Tioga Cal_58.45-11 Cal_71.98-604 ORUS_2180-1 Earlibelle ORUS_869-13 FRA_372 Souvenir_de_Charles_Machiroux Cal_39.82-19 Fern OSC_3554 Bubach Captain_Jack ORUS_3304 Tribute Suwannee Seedling#4Howard Markee Cal_83.25-2 Cal_65.63-601 OSC_3624 Huachi(Ambato_NAH) Cal_468.4 Jersey_Queen Fendalcino Cal_63.7-101 FRA_42 F_Fendall Cal_21.9 Nich_Ohmer Cal_71.98-605 Cal_159.1 WSU_685 OSC_7 Parker MDUS_2611 Middlefield ORUS_3305 NW_90005-1 FRA_48 Pinnacle dummy8 Cal_86.6 Sunrise NC__1053 US_3328 Columbia F.virg.glauca.Wasatch Cal_BH_14_(Mixed_Cross) FRA_743 ORUS_923-316 Midland MAR1A Claribel OSC_1629 WA_80053-17 Cal_53.10-2 Cal_59.41-1 WSU_1623 Rainier MDUS_2101 ORUS_2427-1 OSC_3653 US_836 OSC_2475 FRA_796 WA_7531-22 WSU_1149 Cal_370.14 Cal_43.1-36 EarliglowxChandler MDUS_3364 FRA_688 Shuksan ORUS_1723-3 Cal_59.41-14 Cyclone(Old) Cal_60.19-2 OSC_812 Stelemaster ORUS_2161-1 Evita MDUS_4258 Rose_Ettersburg Cal_85.92-602 US_253_OP Yaquina_B Rockhill_Derivative Cal_752.23 WSU_157 dummy4 F.virginiana Del_Norte BRA1A OSC_2769 Redgem OSC_2950 ORUS_1722-2 Cal_37.20-45 WSU_1574 Laxtons_Noble Senga_Sengana Seedling#1Howard ORUS_1009-1 Cal_752.31 Cal_7.20 ORUS_3321 F1_hybrid Olympus F.chil.Cape.Mendicino Streamliner Cal_7.9a Early_Jersey_Giant WSU_175 Eurisko ORUS_2427-4 Cal_46.5-1 OSC_3596 OSC_6058 Dunlap S0_20-2 Yellow_Wonder Firecracker Cal_564.6 Pawtuckaway Fred9xLH50-4 ORUS_2075-1 RH30xMR10 Oberschlesien Cal_403.8 Van_Deman Cal_86.5 Cal_564.7 Cal_68.24 Cal_337.2 Cal_68.25 Cal_337.3 Oso_Grande Cal_72.361-105 Cal_720 Sarian Montana_Missionary MN_1181 OSC_4319 Earliglow Cal_35.102-5 Elsanta OSC_2853 Cal_55.32-1 US_3358 Joe Shasta OSC_767 Bemidji_Chief B144 Tyee Alpine(F.vesca) ORUS_1735-1 Glendale MSU_56 OSC_4863 Cal_460.11 Ark_5063 ORUS_1027-1 OSC_3044 WA_88097-47 MDUS_5132 Auchincruive_Climax NY_113 S.65122 ORUS_1376-16 Solana Gandy ORUS_3324 FL_83-418 Cal_77.3-603 Cal_135.18 FL_84-1389 Delite Cal_249.5 Cal_59.51-11 Kaiser_Samling Clark NY_844 OSC_3991 Fort_Laramie OSC_4275 FL_84-3163 Camarosa US_253 B753 FL_83-1452 Cal_179.15 Cal_222.11 Cal_179.2 Cal_222.4 K87-5 ((MFruherxSSengana)xGeorgSolt) F.virginiana(AL) Harvester Pajaro MDUS_2713 B754 OSC_2066 Cardinal Aiko Formans_Excelsior F.virginiana(MS) RH30xLH50-4 Chandler SCXMAR1A Pocomoke Cal_67.5 WSU_1532 Geneva ORUS_1384-3 Honeoye Capitola Donner K86-19 FL_87-418 Ark_5431 F.virginiana(SC) Cal_Z_11 MN_2374 NY_4626 OSC_18 Cal_10.21 Pan_American Redheart Earlidawn SCxFRA24 Brighton ORUS_3325 Jewel OSC_2122 FL_87-200 OSC_3040 OSC_2338 FRA_110 NJ_8713-8 LA_59-2012 CF1116 Kent Klondike F.virginiana(NC) Early_Ozark Cal_75.121-101 (Providence_self) K72-9 NAHxBRA1A Cabot NC__1065 FRA_1435 Redglow LA_59-138 Macherauchs_Marieva OSC_2261 Cavendish ORUS_1091-1 Darselect Cal_Z_9 FRA_1455 FL_80-456 ((KlonmxMidl)x(TennShipxMidl)) Massey F.moschata Cassandra Southland T._de_Leopold FRA_1694 K79-5 (GorellaxMDUS3184) Tenn_Shipper MR10xRH23 OSC_1815 SCxNAH WIUS_8008 K68-58 Glooscap Tiogax(Redgauntx(WiltgxGorel)) Raritan Providence Reiko OSC_59 Marlate FRA_1695 MSU_9-13 Cal_145.38a Vanguard WSU_828 MDUS_4377 OSC_1776 NJ_821-5 Everest OSC_2371 Princesse_Dagmar Kurume103 MDUS_4463 NY_254 FRA_1466 FRA_1696 Joliette MDUS_2188 ArKing HM1xNAH Prinz_Julius_Ernst NJ_459 Hummi_Gento MDUS_4380 ORUS_3277 FavourxNY844 K74-5 Holiday FRA_1697 K79-4 ORUS_1391-1 WSU_438 (Tenn_Shipper_x_Midland) Tangi Pathfinder Uberreich FRA_1698 MR10xN8688 Bounty WSU_450 Dixieland Strawberry_Festival MDUS_4386 Dana NJ_357 MSU_49 Micmac MSU_9-2 Sel.Salvi_N.15 FRA_1699 Cal_145.52 Mesabi Pocahontas US_542 Cal_144.2 Florida_90 Sitkahybrid FRA_1700 (WiltguardxGorella) K61-87 FVC_18-1 WSU_14 MDUS_2650 Governor_Simcoe Annapolis Cal_144.21 46-4J Jerseybelle Cal_66.96-101 BelrubixMacherauchs_Marieva OSC_3965 Scott FRA_1701 Ottawa485 Capron Lulu FVC_11-1 Hogyoku J.23 FVC_18-18 FRA_1702 Deutsch_Evern Macherauchs_Fruhernte Cal_32.50 ORUS_1083-135 PocahontasXRegina MSU_9-6 WA_94023-1 SJ85189 (Klonmore_x_Midland) Beaver Gariguette Progressive FRA_1703 Cal_32.63 Regina ORUS_3278 Berri_Supreme ORUS_1827-2 (MachFruherntexSengana) F.chiloensis-M_Sitka F.cuneifolius MDUS_2359 FVC_11-2 FRA_338 (Redgauntx(WiltgxGorella)) MDUS_3700 Cal_66.2 F_Sitka FRA_58 SYS_3672-179 Belrubi Benizuru Corvallis NY_1221 US_4144 FVC_30-1 Red_Giant NY_E58 Lion's_Head_3 Guardsman WSU_2833 Dover Guardian Red_Rich FVC_30-2 MS_34-12 RedgauntletxKorona FL_69-1302 K88-4 Sumas NYUS_119 Harunoka Favour Redchief (Sitkahybridx46-4J) Redrich ORUS_1407-76 MS_34-4 Vibrant Etna MDUS_2386 ORUS_3323 OSC_4867 MSU_9-11 FVC_11-4 The_Sun FVC_30-3 B6.117 NW_90055-35 Hood J._Riffaud Miyazaki ORUS_3307 BC_91-14-31 NY_316 Valentine Rockhill FVC_11-3 F_ORUS_1407-76 MDUS_4616 WIUS_8002 FRA_982 F.virginiana_ovalis F_JH_101-1 Madame_Lebreton Aptos Redcoat Duluth Sable_Beach_8 Sweet_Charlie Midway OSC_913 Hapil ORUS_3279 MSU_9-15 Cal_43.2 Sitka Lateglow y32b MNUS_99 Georg_Soltwedel? D5.23 FVC_30-4 OSC_1366 FVC_11-5 MDUS_2966 FL_71-189 Ostara G7 ORUS_2262-2 ORUS_2361-1 G8 General_Chanzy Lupton US_3919 ORUS_1769-1 MDUS_3816 Ettersburg_80 NJ_953 L1 MDUS_2927 MSU_9-16 FVC_30-5 Rabunda Hansa BC6 Macherauchs_Dauerernte FVC_11-6 Rosa_Linda H4 Glenheart MSU_9-14 NJ_925 (Miyazaki_x_The_Sun) Hummi_GentoxOstara Palmyre Ettersburg_20 Repita Chilean Ville_de_Paris Yellow_WonderXPawtuckaway Cal_604.4 Cal_814.6 WSU_1651 Whonnock ORUS_986-129 Stolo ORUS_1754-1 Cal_491.1 Klonmore ORUS_3314 British_Queen ORUS_2490-1 MDUS_2992 Cal_87.112-6 MDUS_3694 FVC_8-1 Crown Veestar Cal_134.31 Cal_88.270-1 NETHBIN ((GorellaxMDUS3184)xTioga) MSU_9-7 ORUS_2240-1 MDUS_2321 Rotkappchen E-30324 Florida_Belle Cal_94.16-1 MDUS_2905 FL_82-1556P Joe_Reiter FVC_8-2 ((Sitkahybridx46-4J)xOttawa485) Cal_213.4 Rockhill_selfed FVC_33-1 ORUS_1963-5 US_4419 US_2506 Cal_470.9 FRA_1557 MDUS_4587 MNUS_52 MSU_9-17 LA_2556 Cal_378.16 LA_883 US_2267 Washington General_de_Castelnau FVC_8-3 ORUS_2676-1 Atlas Cal_490.9 ORUS_973-1 Gem ORUS_3308 Cal_42.17-18 LB48 OSC_4474 St._Joseph Cheyenne3 L'Acadie MSU_9-12 NC_2839 Ada_Herzberg ORUS_2159-2 Lucie_Boiselet NC_2665 JH_101-1 Everglade FRA_1408 FVC_8-4 FRA_1414 FVC_8-5 ORUS_3319 ORUS_3315 Pickerproof Twentieth_Century ORUS_3306 (MidlandxCheyenne2) J92D12 Duc_de_Malakoff NC_1729 FVC_10-1 Cal_648.2 OSC_4816 Shuswap MSU_9-9 Fukuba BCPink Easypicker (RockhillxCheyenne3) ORUS_3326 British_Sovereign Protem MSU_9-4 (FairfaxXF.ovalis) Cal_794.19 Cal_45.5-1 Diamante MSU_9-1 FVC_10-2 ORUS_2742-1 Cal_37.2-11 Cheyenne2 Cal_543.14 Allstar OSC_4916 Mara_des_Bois Cal_800.13 Trumpeter LB48xH4 ORUS_3320 Cal_74.3 Frel FRA_1620 Revada ORUS_3318 Cal_638.45 ORUS_2369-1 Burgundy FVC_17-20 Apollo FRENCHBIN LA_8311 MSU_9-5 ORUS_740-7 Aromas dummy3 Hecker MSU_9-10 Docteur_Morere ORUS_3322 Hawaii4 BxD NC_3140 Cyclone Idea Cal_544.3 Heidi FVC_28-1 Cal_143.32 Madame_Raymond_Poincare MSU_9-8 Ourown Robinson Rapella MDUS_3413 MDUS_2787 Liberation_d'Orleans FRA_1580 FVC_16-1 ORUS_1947-2 ORUS_1239R-21 Marmolada(Onebor) Pelican Marajox Koro103 Ozark_Beauty Crimson_King Beaversweet MSU_9-3 Winona Nyohou Ooishi-shikinari2 Delmarvel Evie-2 SARGENTOCTOPLOID Beaverbelle SARGENTDIPLOIDBIN St._Claude UNK Florence L'Authentique_Orleans MDUS_2856 Albion Hummi_Ferma Lake_Stevens ORUS_3317 Bismarck Commander dummy12 dummy18 E-30397 OSC_4817 ORUS_3316 Sans_Rivale Ogallala Evangeline Genotyping: SNP Detection Panels Genome Scans Identity Validation Detection Panel for Single Nucleotide Polymorphisms (SNPs) NY59333-006 Empire McIntosh Delicious Blackjon 669NJ5 NY70712-53 NY55158-002 RussianSeedling NY88 AutumnCrisp Jonathan Coop-18 Crandall AurGoldGa NorthSpy Fuji MN1708 RomBeauty P14-126 Honeycrisp PacQueen EsopSpitz NY10 Nicola Melrose WSU2 NY02 BC8S-27-43 Frostbite GoldenDel NY03 Monroe Keepsake Sweet16 NY752 PacRose Arlet MN1628 Clivia Pinova KidsOrRed Gala Braeburn Splendour BC-8S-27-2 Chinook Pop_AurxCP Zestar DuchOlden CrippsPink Enterprise Pop_AurxEnt Sansa GranSmith Pop_AurxArl Cox Sundowner Rubin Idared LadyWill NY08 Vanda PRI1661-1 PRI1661-2 StateFair Wagener MN1691 Mantet Akane Pop_AurxHC NY632 YelTransp Empress Burgundy Malinda WSU49 WSU50 Silken Oriole Wealthy WSU52 Lambourne Fireside Jonamac Sonya Scifresh WSU57 BenDavis WSU24 Goodland NY241 VistaBella Montgomery WSU37 WorcPearm Honeygold BlushiGol NY04 JamesGr Sunrise Melba Coop-17 NY05 AE0206 NY07 EarlyCortland CornellPop08 Haralson Linda AE0251 NY06 WSU30 NY01 • Individuals for genome sequencing to identify SNPs distributed along genome NY11 Cortland WSU17 WSU46 NY92607-16 NY247 Lodi Delorgue Delblush NY66305-289 CornellPop13 MN1942 Suncrisp Topaz MN1702 Williams NY14 Fiesta MN1915 NY543 F2_26829-2-2 WSU36 Hatsuaki Jonagold Wijcik GingerGold MN1955 MN2034 WSU35 Beacon MN1789 Raritan MN1965 MN2062 Macoun Liberty WSU48 MN1971 Hudson Spartan MN1764 MN1980 MN2016 MN1802 Regent NY65707-19 MN1627 Freedom NY15 MN2036 MN1984 Monark Pop_EntxArl MN2056 RedBaron Jonafree PitmPine MN2057 Pop_HCxAr MN2063 Goldrush Snowsweet WSU34 Prima MN2000 Mflor821 Britemac WSU65 • 20 to 30 individuals from Crop Reference Set GMAL4332 NY13 MN1706 MN1937 NJ90 CornellPop09 IngMarie MN1988 Winesap WintBanana Dolgo Fantazja MN1940 Coop-15 MN2031 GMAL4329 WSU38 MN2042 AE_HCxJonf NY76406-007 Fortune CoromandelRed MN1839 BeautBath AE0213 YellNewtown AE0118 AE0406 Pop_HCxCP MN1760 GMAL4327 Cameo CornellPop07 Ambrosia MN1914 MN1899 MN1925 NY12 MN1964 MN2033 Elstar GMAL4328 MN1837 PRI14-126 MN2041 Kerr CrimsCrisp Pop_HCxEnt MN1888 Sundance MN1836 MN2044 Sawa Tsugaru NY913 MN2050 Dayton NJ53 NY09 WSU7 MN2046 PixieCrunch Redfree Discovery WSU5 AE0210 • Includes diverse key founders or intermediate ancestors Apple SNP Panel NY59333-006 Empire McIntosh Blackjon 669NJ5 NY70712-53 NY55158-002 RussianSeedling NY88 Delicious AutumnCrisp Jonathan Coop-18 Crandall AurGoldGa NorthSpy Fuji MN1708 RomBeauty P14-126 Honeycrisp PacQueen Arlet MN1628 EsopSpitz NY10 Nicola Melrose WSU2 NY02 BC8S-27-43 Frostbite Clivia GoldenDel NY03 Monroe Keepsake Sweet16 NY752 PacRose Pinova Chinook KidsOrRed Gala Braeburn Splendour Founders BC-8S-27-2 Pop_AurxCP Zestar DuchOlden CrippsPink Enterprise Pop_AurxEnt Sansa GranSmith Pop_AurxArl Cox Sundowner Rubin Idared LadyWill NY08 Vanda PRI1661-1 PRI1661-2 StateFair Wagener MN1691 Mantet Akane Pop_AurxHC NY632 YelTransp Empress Burgundy Malinda WSU49 WSU50 Silken Oriole Wealthy WSU52 Lambourne Fireside Jonamac Sonya Scifresh WSU57 BenDavis WSU24 Goodland NY241 VistaBella Montgomery WSU37 WorcPearm Honeygold BlushiGol NY04 JamesGr Sunrise Melba Coop-17 NY05 AE0206 NY07 EarlyCortland CornellPop08 Haralson Linda AE0251 NY06 WSU30 NY01 NY11 Cortland WSU17 WSU46 NY92607-16 NY247 Lodi Delorgue Delblush NY66305-289 CornellPop13 MN1915 Wijcik NY543 MN1942 Suncrisp Topaz MN1702 Williams NY14 Fiesta Jonagold F2_26829-2-2 WSU36 Hatsuaki GingerGold MN1955 MN2034 WSU35 Beacon MN1789 Raritan MN1965 MN2062 Macoun Liberty WSU48 MN1971 Hudson Spartan MN1764 Regent NY65707-19 MN1980 MN2016 MN1802 NY15 MN2036 MN1984 MN1627 Pop_EntxArl Freedom Monark MN2056 RedBaron Jonafree PitmPine MN2057 Pop_HCxAr MN2063 Goldrush Snowsweet WSU34 Prima MN2000 Mflor821 Britemac WSU65 GMAL4332 NY13 MN1706 MN1937 NJ90 CornellPop09 IngMarie MN1988 Winesap WintBanana Dolgo Fantazja MN1940 Coop-15 MN2031 GMAL4329 WSU38 MN2042 AE_HCxJonf NY76406-007 Fortune YellNewtown AE0118 CoromandelRed AE0406 MN1839 Pop_HCxCP MN1760 GMAL4327 BeautBath Cameo AE0213 CornellPop07 Ambrosia MN1914 MN1899 MN1925 NY12 MN1964 MN2033 Elstar GMAL4328 MN1837 PRI14-126 MN2041 Kerr CrimsCrisp Pop_HCxEnt MN1888 Sundance MN1836 MN2044 Sawa Tsugaru NY913 MN2050 Dayton NJ53 NY09 WSU7 MN2046 PixieCrunch Redfree Discovery WSU5 AE0210 Delicious Golden Delicious McIntosh Jonathan Cox’s Orange Pippin Rome Beauty Northern Spy Dolgo Duchess of Oldenburg Wagener Intermediate Ancestors Cripp’s Pink Fuji Honeycrisp Zestar! Goldrush CrimsonCrisp Coop-15 F2 2689-2-2 Frostbite Haralson International RosBREED SNP Consortium Apple 8K SNP Array v1 International Peach SNP Consortium Peach SNP Array v1 RosBREED Cherry 6K SNP Array v1 Development and evaluation of a genome-wide 6K SNP array for diploid sweet cherry and tetraploid sour cherry Peace, C., Bassil, N., Main, D., Ficklin, S., Rosyara, U.R., Stegmeir, T., Sebolt, A., Gilmore, B., Lawley, C., Mockler, T.C., Bryant, D.W., and Iezzoni, A. PLoS ONE, submitted July 2012 RosBREED SNP Consortium Markers in RosBREED Reference Germplasm Crop Apple Peach Total SNPs 7867 8144 Polymorphic SNPs 5554 6444 Sweet Cherry Tart Cherry 5696 5696 1825 2058 resolved 1743 unresolved ~ 8.6 Million Data Points for Breeder’s Toolbox Genotype Data Used to Validate Identity Available Ancestor AE0109 AE0240 AE0215 Tetofsky AE0226 Mantet Pedigree Correct McIntosh AE0229 AE0230 Crossing error! AE0241 AE0308 Oriole StateFair MN1914 YelTransp MN1925 MN2033 MN2041 LivelRasp Fireside MN1691 Zestar! Zestar MN2044 MN2050 Available progeny AE_HCxZest AE0122 Unavailable Ancestor Longfield MN1937 PattenGr DuchOlden Imputed Genotype Goodland Parentage Correct MN1940 MN2016 MN2046 AE0206 F_Goodland AE0207 F_PattenGr Important Parent AE0219 AE0103 AE0242 Parentage Correct Phenotyping: Standardized Phenotyping Protocols and Data Checking Standardized Phenotyping Protocols • Each crop team chose critical fruit quality traits and other important traits • Developed standardized phenotyping protocols to enable data pooling across locations and institutions • Protocols available at www.RosBREED.org Phenotypic Data Collection and Checking and 2011 Seasons •Phenotypic Phenotyping Data on all from fruiting2010 individuals in reference Over 375,000 germplasm setsObservations in 2010-2012 for Breeder’s Toolbox Crop Locations Traits Strawberry 5 35 Peach 4 25 Apple 3 135 Sweet Cherry 1 23 Tart Cherry 1 and outliers35 • Data checked for errors • Formatted for upload to Breeder’s Toolbox Observations 130,700 41,600 171,600 13,800 17,500 RosBREED Data Sets As Community Resources What’s Available as Community Resources? • Crop Reference Sets - Peach, Apple, Sweet Cherry, Tart Cherry, Strawberry • Information for each individual - Pedigree - Genotype for SNPs and other markers - Phenotype for fruit quality traits and other critical traits Data Sets Available as Community Resources Breeder’s Toolbox Tools to Find Jewels in a Pile of Rocks! www.rosaceae.org Data Overload - Tools to Handle RosBREED Ore! Sook Jung presents the Breeder’s Toolbox later this morning Data Sets Available as Community Resources • Breeders Toolbox Output to Pedimap JH_Hale Roeland Voorips, O'Henry Fairhaven Flordaprince Halehaven Frank OP11 TropicBeauty Redhaven Pallas Bolinha P97-14 Candor Clayton Goldprince TX2293-3 Y142-75 CAF3 P34-106 CAF4 Nemaguard Saturn Loring ChineseCling Greensboro BY03P22388 Redskin Everts OP1 CAF2 Andross A34-160 P.argentea Hakuho www.plantbreeding.wur.nl/UK/software_pedimap.html S-37OPxNemaguard UFGold White_County Georgia_Belle ArkC Blazeprince Rizzi Winblo Orange_Cling Lola TX-Pop2 2001,7-180 ZinDai Springtime Mayfire BY01P6160 TXW1293-1 91,17-262 F8,5-166 ArkB Dr._Davis BY00P6346-t • Free software to visualize Peento Contender BY01P6245 TX2B136 China-Pearl SC-POP_G TX-Pop3 SC-Pop1 SC-POP22 Jefferson Guardian Dixon1 18,8-11 18,8-23 Lovell Nonpareil OP12 SC-Pop2 St_John Cumberland Marigold Diamante Early_Crawford SC-POP_Blush Hiley Mayflower Springold CA-Pop2 RioOsoGem S-37 - Pedigree - Phenotypic data - Genotypic data Admiral_Dewey Springbrite Okinawa OP10 OP14 SC-POP09 Riegels SC-Pop3 OP13 Crimsonbaby Panamint Slappey Summercrest CA-Pop1 Kakamas AR-Pop1 OldmixonFree Babcock CA-Pop3 LeGrand F10C,12-28 Sunfre SC-POP23 TX-Pop1 Pedimap for Pedigree Visualization of Phenotypic and Genotypic Data Honeycrisp x Splendour Genotype SNPs in 2 regions of apple linkage group 16 Offspring Individuals Courtesy of Sujeet Verma. Visit Poster #375 – “Fresh Sensation” in Apple Phenotype Sensory Acidity Marker-Locus-Trait Associations QTL Discovery and Validation • Pedigree-Based Analysis of phenotype and genotype data to discover and validate QTL using FlexQTL software LG1 WSU 2011 Fructose at Harvest in Apple Bayes Factor (nQTL model): 7.3 (1/0); 3.7(2/1) Courtesy of Yingzhu Guan Visit Poster #376 – Sugars and Sweetness in Apple Marker-Locus-Trait Associations Oral Presentations Featuring RosBREED Phenotype and Genotype Resources • Fruit Breeding 1 -11:00am Wednesday - Mathey et al. – Red Stele Root Rot in Strawberry • Fruit Breeding 2 - 2:45pm Friday - Bellamkanda et al.– Fruit Firmness in Cherry - Zhao et al. – Fruit Retention Force in Cherry - Frett et al.– Skin Color in peach Jewels in the Making! Posters Featuring RosBREED Phenotype and Genotype Resources • Fruit Breeding 1 -11:15pm Wednesday - Clark et al. #373 – Apple Scab Resistance - Schmitz et al. #374 – Apple Fruit Texture Traits - Verma et al. #375 – “Fresh Sensation” in Apple - Guan et al. #376 – Sugars and Sweetness in Apple • Genetics & Germplasm 3 – 12:15pm Thursday - Clark et al. #425 – Apple Fruit Size, Appearance, Disorders Marker-Locus-Trait Associations Upcoming Presentations This Morning • Functional Alleles: Jewels Available in Apple, Peach, and Cherry – Cameron Peace and Ksenija Gasic Acknowledgements This project is supported by the Specialty Crop Research Initiative of USDA’s National Institute of Food and Agriculture Extra slides Demonstration Breeding Programs Clemson U WSU Texas A&M UC Davis U Minn U Arkansas Rosaceae Cornell U WSU MSU Driscolls USDA-ARS Corvallis UNH U Florida MSU Marker-Locus-Trait Associations “Jewels in the Genome” - discovering, polishing, applying QTL discovery MAB Pipelining Breeding (looks promising...) (polishing...) (assembling into masterpieces) Apple Crop Reference Set NY59333-006 Empire McIntosh Blackjon 669NJ5 NY70712-53 NY55158-002 RussianSeedling NY88 Delicious AutumnCrisp Jonathan Coop-18 Crandall AurGoldGa NorthSpy Fuji MN1708 RomBeauty P14-126 Honeycrisp PacQueen Arlet MN1628 EsopSpitz Goal: Allele Representation for Important Breeding Parents in Multiple Programs NY10 Nicola Melrose WSU2 NY02 BC8S-27-43 Frostbite GoldenDel NY03 Monroe Keepsake Sweet16 NY752 PacRose Clivia Pinova KidsOrRed Gala BC-8S-27-2 Chinook Pop_AurxCP Zestar DuchOlden Braeburn CrippsPink Splendour Enterprise Pop_AurxEnt Sansa GranSmith Pop_AurxArl Cox Sundowner Rubin Idared LadyWill NY08 Vanda PRI1661-1 PRI1661-2 StateFair Wagener MN1691 Mantet Akane Pop_AurxHC NY632 YelTransp Empress Burgundy Malinda WSU49 WSU50 Silken Oriole Wealthy WSU52 Lambourne Fireside Jonamac Sonya Scifresh WSU57 BenDavis WSU24 Goodland NY241 VistaBella Montgomery WSU37 WorcPearm Honeygold BlushiGol NY04 JamesGr Sunrise Melba Coop-17 NY05 AE0206 NY07 EarlyCortland CornellPop08 Haralson Linda AE0251 NY06 WSU30 NY01 NY11 Cortland WSU17 WSU46 NY92607-16 NY247 Lodi Delorgue Delblush NY66305-289 CornellPop13 MN1915 Wijcik NY543 MN1942 Suncrisp Topaz MN1702 Williams NY14 Fiesta Jonagold F2_26829-2-2 WSU36 Hatsuaki GingerGold MN1955 MN2034 WSU35 Beacon MN1789 Raritan MN1965 MN2062 Macoun Liberty WSU48 MN1971 Hudson Spartan MN1764 MN1980 MN2016 MN1802 Regent NY65707-19 MN1627 Freedom NY15 MN2036 MN1984 Monark Pop_EntxArl MN2056 RedBaron Jonafree PitmPine MN2057 Pop_HCxAr MN2063 Goldrush Snowsweet WSU34 Prima MN2000 Mflor821 Britemac WSU65 GMAL4332 NY13 MN1706 MN1937 NJ90 CornellPop09 IngMarie MN1988 Winesap WintBanana Dolgo Fantazja MN1940 Coop-15 MN2031 GMAL4329 WSU38 MN2042 AE_HCxJonf NY76406-007 Fortune YellNewtown AE0118 CoromandelRed MN1839 BeautBath AE0213 AE0406 Pop_HCxCP MN1760 GMAL4327 Cameo CornellPop07 Ambrosia MN1914 MN1899 MN1925 NY12 MN1964 MN2033 Elstar GMAL4328 MN1837 PRI14-126 MN2041 Kerr CrimsCrisp Pop_HCxEnt MN1888 Sundance MN1836 MN2044 Sawa Tsugaru NY913 MN2050 Dayton NJ53 NY09 WSU7 MN2046 PixieCrunch Redfree Discovery WSU5 AE0210 NY59333-006 Empire McIntosh Blackjon 669NJ5 NY70712-53 NY55158-002 RussianSeedling NY88 Delicious AutumnCrisp Jonathan Coop-18 Crandall AurGoldGa NorthSpy Fuji MN1708 RomBeauty P14-126 Honeycrisp PacQueen Arlet MN1628 EsopSpitz Apple Crop Reference Set NY10 Nicola Melrose WSU2 Clivia Pinova KidsOrRed Gala BC-8S-27-2 Chinook Pop_AurxCP Zestar DuchOlden Braeburn CrippsPink Splendour Enterprise Pop_AurxEnt Sansa GranSmith Pop_AurxArl Cox Sundowner Rubin Idared LadyWill NY08 Vanda PRI1661-1 PRI1661-2 StateFair Wagener MN1691 Mantet Akane Pop_AurxHC NY632 YelTransp Empress Burgundy Malinda WSU49 WSU50 Silken Oriole Wealthy WSU52 Lambourne Fireside Jonamac Sonya Scifresh WSU57 BenDavis WSU24 Goodland NY241 VistaBella Montgomery WSU37 WorcPearm Honeygold BlushiGol AE0251 NY04 JamesGr Sunrise Melba Coop-17 NY05 AE0206 NY07 EarlyCortland CornellPop08 Haralson Linda NY06 WSU30 NY01 NY11 Cortland WSU17 WSU46 NY92607-16 NY247 Lodi Delorgue Delblush NY66305-289 NY14 Fiesta CornellPop13 MN1915 NY543 F2_26829-2-2 WSU36 Hatsuaki Jonagold Wijcik MN1942 Suncrisp Topaz MN1702 Williams GingerGold MN1955 MN2034 WSU35 Beacon MN1789 Raritan MN1965 MN2062 Macoun Liberty WSU48 MN1971 Hudson Spartan MN1764 Regent NY65707-19 MN1980 MN2016 MN1802 NY15 MN2036 MN1984 MN1627 Pop_EntxArl Freedom Monark MN2056 RedBaron Jonafree PitmPine MN2057 Pop_HCxAr MN2063 Goldrush Snowsweet WSU34 Prima MN2000 Mflor821 Britemac WSU65 GMAL4332 NY13 MN1706 MN1937 NJ90 CornellPop09 IngMarie MN1988 Winesap WintBanana Dolgo Fantazja MN1940 Coop-15 MN2031 GMAL4329 WSU38 MN2042 AE_HCxJonf NY76406-007 Fortune CoromandelRed MN1839 YellNewtown AE0118 AE0406 Pop_HCxCP MN1760 GMAL4327 BeautBath Cameo AE0213 CornellPop07 Ambrosia Pop_HCxEnt MN1914 MN1899 MN1925 NY12 MN1964 MN2033 Elstar GMAL4328 MN1837 PRI14-126 MN2041 Kerr CrimsCrisp U of MN NY02 BC8S-27-43 Frostbite GoldenDel NY03 Monroe Keepsake Sweet16 NY752 PacRose MN1888 Sundance MN1836 MN2044 Sawa Tsugaru NY913 MN2050 Dayton NJ53 NY09 WSU7 MN2046 PixieCrunch Redfree Discovery WSU5 AE0210 35 Important Breeding Parents NY59333-006 Empire McIntosh Blackjon 669NJ5 NY70712-53 NY55158-002 RussianSeedling NY88 Delicious AutumnCrisp Jonathan Coop-18 Crandall AurGoldGa NorthSpy Fuji MN1708 RomBeauty P14-126 Honeycrisp PacQueen Arlet MN1628 EsopSpitz Apple Crop Reference Set NY10 Nicola Melrose WSU2 Clivia Pinova KidsOrRed Gala BC-8S-27-2 Chinook Pop_AurxCP Zestar DuchOlden Braeburn CrippsPink Splendour Enterprise Pop_AurxEnt Sansa GranSmith Pop_AurxArl Cox Sundowner Rubin Idared LadyWill NY08 Vanda PRI1661-1 PRI1661-2 StateFair Wagener MN1691 Mantet Akane Pop_AurxHC NY632 YelTransp Empress Burgundy Malinda WSU49 WSU50 Silken Oriole Wealthy WSU52 Lambourne Fireside Jonamac Sonya Scifresh WSU57 BenDavis WSU24 Goodland NY241 VistaBella Montgomery WSU37 WorcPearm Honeygold BlushiGol AE0251 NY04 JamesGr Sunrise Melba Coop-17 NY05 AE0206 NY07 EarlyCortland CornellPop08 Haralson Linda NY06 WSU30 NY01 NY11 Cortland WSU17 WSU46 NY92607-16 NY247 Lodi Delorgue Delblush NY66305-289 NY14 Fiesta Jonagold CornellPop13 MN1915 NY543 F2_26829-2-2 WSU36 Hatsuaki Wijcik MN1942 Suncrisp Topaz MN1702 Williams GingerGold MN1955 MN2034 WSU35 Beacon MN1789 Raritan MN1965 MN2062 Macoun Liberty WSU48 MN1971 Hudson Spartan MN1764 MN1980 MN2016 MN1802 Regent NY65707-19 NY15 MN2036 MN1984 MN1627 Pop_EntxArl Freedom Monark MN2056 RedBaron Jonafree PitmPine MN2057 Pop_HCxAr MN2063 Goldrush Snowsweet WSU34 Prima MN2000 Mflor821 Britemac WSU65 GMAL4332 NY13 MN1706 MN1937 NJ90 CornellPop09 IngMarie MN1988 Winesap WintBanana Dolgo Fantazja MN1940 Coop-15 MN2031 GMAL4329 WSU38 MN2042 AE_HCxJonf NY76406-007 Fortune YellNewtown AE0118 CoromandelRed AE0406 MN1839 Pop_HCxCP MN1760 GMAL4327 BeautBath Cameo AE0213 CornellPop07 Ambrosia Pop_HCxEnt MN1914 MN1899 MN1925 NY12 MN1964 MN2033 Elstar GMAL4328 MN1837 PRI14-126 MN2041 Kerr CrimsCrisp Wash. State NY02 BC8S-27-43 Frostbite GoldenDel NY03 Monroe Keepsake Sweet16 NY752 PacRose MN1888 Sundance MN1836 MN2044 Sawa Tsugaru NY913 MN2050 Dayton NJ53 NY09 WSU7 MN2046 PixieCrunch Redfree Discovery WSU5 AE0210 38 Important Breeding Parents NY59333-006 Empire McIntosh Blackjon 669NJ5 NY70712-53 NY55158-002 RussianSeedling NY88 Delicious AutumnCrisp Jonathan Coop-18 Crandall AurGoldGa NorthSpy Fuji MN1708 RomBeauty P14-126 Honeycrisp PacQueen Arlet MN1628 EsopSpitz WSU2 NY02 BC8S-27-43 Clivia Apple Crop Reference Set NY10 Nicola Melrose Frostbite GoldenDel NY03 Monroe Keepsake Sweet16 NY752 PacRose Pinova BC-8S-27-2 Chinook KidsOrRed Gala Braeburn Splendour Zestar DuchOlden CrippsPink Enterprise Pop_AurxEnt Sansa GranSmith Pop_AurxArl Cox Sundowner Rubin Idared LadyWill NY08 Vanda PRI1661-1 PRI1661-2 StateFair Wagener MN1691 Mantet Akane Pop_AurxHC NY632 YelTransp Empress Burgundy Malinda WSU49 WSU50 Silken Oriole Wealthy WSU52 Lambourne Fireside Jonamac Sonya Scifresh WSU57 BenDavis WSU24 Goodland NY241 VistaBella Montgomery WSU37 WorcPearm Honeygold BlushiGol Sunrise Coop-17 NY04 NY05 AE0206 NY07 EarlyCortland CornellPop08 Haralson Linda AE0251 JamesGr Melba NY06 WSU30 NY01 NY11 Cortland WSU17 WSU46 NY92607-16 NY247 Lodi Delorgue Delblush NY66305-289 CornellPop13 MN1915 NY543 MN1942 Suncrisp Topaz MN1702 Williams NY14 Fiesta Wijcik F2_26829-2-2 WSU36 Hatsuaki Jonagold GingerGold MN1955 MN2034 WSU35 Beacon MN1789 Raritan MN1965 MN2062 Macoun Liberty WSU48 MN1971 Hudson Spartan MN1764 Regent NY65707-19 MN1980 MN2016 MN1802 NY15 MN2036 MN1984 MN1627 Pop_EntxArl Freedom Monark MN2056 RedBaron Jonafree PitmPine MN2057 Pop_HCxAr MN2063 Goldrush Snowsweet WSU34 Prima MN2000 Mflor821 Britemac WSU65 GMAL4332 NY13 MN1706 MN1937 NJ90 CornellPop09 IngMarie MN1988 Winesap WintBanana Dolgo Fantazja MN1940 Coop-15 MN2031 GMAL4329 WSU38 MN2042 AE_HCxJonf NY76406-007 Fortune CoromandelRed MN1839 YellNewtown AE0118 AE0406 Pop_HCxCP MN1760 GMAL4327 BeautBath Cameo AE0213 CornellPop07 Ambrosia MN1914 MN1899 MN1925 NY12 MN2033 Elstar GMAL4328 MN1837 PRI14-126 MN2041 Kerr CrimsCrisp Pop_HCxEnt MN1964 MN1888 Sundance MN1836 MN2044 Sawa Tsugaru NY913 MN2050 Dayton NJ53 NY09 WSU7 MN2046 PixieCrunch Redfree Discovery WSU5 AE0210 Cornell Pop_AurxCP 18 Important Breeding Parents Abstract: Rosbreed's Breeding Germplasm Used for Validation of Promising Trait Loci • The use of a comprehensive germplasm set representing materials that breeders use is critical for efficiently enabling systematic and statistically robust validation and utility assessment of jewels in the genome (high value marker–locus–trait (M-L-T) associations). Therefore, at the onset of the RosBREED project, 12 demonstration breeding programs compiled relevant germplasm to constitute a “Crop Reference Sets” (CR Sets) for validation and utility assessment of M-L-T associations in each crop (apple, peach, strawberry, sweet cherry, and tart cherry). All data for the CR Sets will be archived on the Genome Database for Rosaceae and publicly available. In establishing each CR Set, breeding programs identified important breeding parents and traced their pedigrees. To efficiently represent the genomes of these key individuals, available progeny, intermediate ancestors, and founders were included. In addition to the CR Sets, additional Breeding Pedigree Sets (BP Sets) specific to each breeding program were established so that, together with the CR Sets, there was full representation of further important breeding parents. The CR and BP Sets have been phenotyped since 2010 for fruit quality traits and other critical traits using standardized phenotyping protocols developed by the breeding teams. SNP genome scans provided high-resolution genetic data that is being used to validate known M-L-T associations and identify new ones. Genetic tests for several reported M-L-T associations in each crop were fast-tracked through the validation and utility assessment process to demonstrate the use of reference germplasm sets. The visualization of pedigree, phenotypic, and genotypic data for these germplasm sets is enabled for any fruit and nut crop with the publicly available software, Pedimap. Amy’s suggested outline • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • Talk #2. Jim Luby: RosBREED’s breeding germplasm used for validation of promising trait loci Main deliverables to be communicated: CRS with pedigree data, phenotypic data, and genotypic data and how to access this data. Pedimap RosBREED Demonstration Breeding Programs: who and where Inclusive to represent all the major growing regions (& germplasm) for these crops in the US Reference Germplasm Sets Allelic and genomic representation, concept of CRS ( and supplemental BPS) Cameron’s germplasm choice manuscript draft has a lot of nice background discussion Point to make is that this germplasm is relevant for a wide community of researchers as by design it was put together to maximize information on the entire range of functional alleles present in US apple, peach, cherry and strawberry germplasm Mention that the genetic data generated was used to validate pedigrees. GENOTYPING SNP Detection Panels How Panels chosen by breeding teams Genome Scans You can describe briefly with available slides in the publication portal dropbox PHENOTYPING Standardized Phenotyping Protocols Discuss collecting and checking pheno data as activity of demo breeding programs but leave details of format and use in BIMS to Sook (yes) Include some great examples of the detail of the phenotypic data obtained by mentioning some of the crop posters. 3 data sets: Pedigree, phenotypic, genotypic – spend some time showing examples of pedimap (Cho has some prior slides) as this is useful for everyone M-L-T associations Mention the use of FlexQTL as it can handle this germplasm but no need to provide details Identify that the pipeline aspects of validation and utility assessment were accomplished ( this will explain why we know the functional alleles and provide a “hand off” to Cameron and Ksenija. ) Crop Reference Sets • Relevant Germplasm for community of breeders and other researchers • ~480 individuals (cultivars, ancestors, founders, breeding lines, selections, and seedlings) • Genotyped genome-wide with SNP markers • Phenotyped in 2010-12 for fruit quality traits and other high-impact traits • Enable efficient validation and utility assessment of M-LT associations Breeding Pedigree Sets • Breeding Pedigree Sets • Resource for proprietary benefit of breeding program benefit only • ~100-300 extra individuals for each breeding program that, together with the Crop Reference Sets, allow full representation of founders of interest to that program • Information may remain with each breeding program; datasharing improves power Reference Germplasm Sets • Approach: - Identify Important Breeding Parents (IBP) in breeding programs - Trace pedigrees to founders and identify available founders and intermediate ancestors - Identify progeny available in breeding programs - Use PediMap™ to visualize pedigree relationships - Identify a set of relatives for each IBP that provides sufficient Average Allele Representation of IBP - Use genotype information to validate pedigree and identity of relatives