Phenotypic and 90K SNP data for the wheat diversity panel of 385 accessions

Phenotypic Data

Diversity Panel:

The panel includes a diverse collection of 385 accessions, encompassing 27 different species of cultivated wheats, synthetic hybrid wheat (SHWs), progenitor species and wild relatives were used in this study. The AB and ABD genomes are represented by 170 accessions representing T. vavilovii and several subspecies of T. turgidum and T. aestivum as well as 65 primary SHWs. The A, B and D genome progenitors (or their closely related species) and the non-domesticated forms of tetraploid wheat comprised 93 accessions of T. urartu (A), T. monococcum (Am), Ae. tauschii (D), Ae. speltoides (S), as well as T. turgidum ssp. dicoccon and dicoccoides (AB). Another 47 accessions belonged to the following Aegilops species: Ae. bicornis (Sb), Ae. longissima (Sl), Ae. searsii (Ss), Ae. sharonensis (Ssh), Ae. markgrafii (C), Ae. comosa (M), Ae. umbellulata (U), Ae. geniculata (MU), Ae. peregrina (SU), Ae. triuncialis (UC/CU), Ae. columnaris (UM), Ae. cylindrica (DC), Ae. crassa (DM/DDM), Ae. juvenalis (DMU), Ae. biuncialis and Ae. neglecta (UM/UMN). The collection also contained six accessions of T. timopheevii (AtG), five of T. zhukovskyi (GAAm), and one of Haynaldia villosa (V), a related grass species. Overall, the germplasm consisted of 75 diploid, 136 tetraploid, 165 hexaploid and nine accessions that could be either tetraploid or hexaploid.

The panel contains 215 accessions of spring growth habit and 167 accessions of winter growth habit. In addition, there are five accessions that have both winter and spring growth habit.

The information of all accessions in the panel is included in the file:385_accessions_genetic_panel_info.XLSX.

Summary of accessions in the genetic panel

Genome Species Category Ploidy Growth habit No. of accessions
Sb Ae. bicornis Wild relative Diploid Winter 2
UM Ae. biuncialis = (Ae. lorentii) Wild relative Tetraploid Winter 2
UM Ae. columnaris Wild relative Tetraploid Winter 3
M Ae. comosa Wild relative Diploid Winter 1
DM/DDM Ae. crassa ssp. crassa Wild relative Teraploid/Hexaploid Winter 4
DM/DDM Ae. crassa ssp. vavilovii Wild relative Teraploid/Hexaploid Winter 4
DC Ae. cylindrica Wild relative Tetraploid Winter 2
MU Ae. geniculata (=ovata) Wild relative Tetraploid Winter 4
DMU Ae. juvenalis Wild relative Hexaploid Winter 3
Sl Ae. longissima Wild relative Diploid Winter 5
C Ae. markgrafii (=caudata) Wild relative Diploid Winter 1
UM/UMN Ae. neglectassp. neglecta or recta Wild relative Teraploid/Hexaploid Winter 1
SU Ae. peregrina (= variabilis) Wild relative Tetraploid Winter 2
Ss Ae. searsii Wild relative Diploid Winter 1
Ssh Ae. sharonensis Wild relative Diploid Winter 2
S Ae. speltoides ligustica = Ae. ligustica Progenitor or closely related species Diploid Winter 2
D Ae. tauschii Progenitor or closely related species Diploid Winter 32
D Ae. tauschii var. anathera Progenitor or closely related species Diploid Winter 1
D Ae. tauschii var. mayeri Progenitor or closely related species Diploid Winter 1
D Ae. tauschii var. strangulata Progenitor or closely related species Diploid Winter 9
UC/CU Ae. triuncialis Wild relative Tetraploid Winter 2
U Ae. umbellulata Wild relative Diploid Winter 1
U Ae. umbellulata Zhuk. ssp. transcaucasica Dorof. & Migush. Wild relative Diploid Winter 3
DMS Ae. vavilovii (Zhuk.) Wild relative Hexaploid Winter 1
DN Ae. ventricosa Wild relative Tetraploid Winter 1
V Haynaldia villosa Wild relative Diploid Winter 1
ABD T. aestivum (synt) Synthetic Hexaploid Wheat Hexaploid Winter-Winter 65
ABD T. aestivum ssp. aestivum Domesticated or cultivated wheat Hexaploid Spring-Winter 64
ABD T. aestivum ssp. compactum Domesticated or cultivated wheat Hexaploid Spring 3
ABD T. aestivum ssp. graecum Domesticated or cultivated wheat Hexaploid Spring 1
ABD T. aestivum ssp. lutescense Domesticated or cultivated wheat Hexaploid Spring 3
ABD T. aestivum ssp. macha Domesticated or cultivated wheat Hexaploid Spring 1
ABD T. aestivum ssp. spelta Domesticated or cultivated wheat Hexaploid Spring 7
ABD T. aestivum ssp. spelta var. vavilovii Jakubz. (Spelted form) Domesticated or cultivated wheat Hexaploid Spring 1
ABD T. aestivum ssp. spherococcum Domesticated or cultivated wheat Hexaploid Spring 7
Am T. monococcum Progenitor or closely related species Diploid Winter 2
Am T. monococcum ssp. aegilopoides Progenitor or closely related species Diploid Winter 1
Am T. monococcum ssp. monococcum Progenitor or closely related species Diploid Winter 5
Am T. monococcum var. albo-hornemannii Progenitor or closely related species Diploid Winter 2
Am T. monococcum var. hornemannii Progenitor or closely related species Diploid Winter 1
AtG T. timopheevii Wild relative Tetraploid Winter 5
AtG T. timopheevii (Zhuk.) Zhuk. var. nigrum Ericzjan (=T. timonovum) Wild relative Tetraploid Winter 1
AB T. turgidum Domesticated or cultivated wheat Tetraploid Spring 34
SAm T. turgidum (amphiploid) Wild relative Tetraploid Spring 1
AB T. turgidum convar. compositum (L.f.) A.Filat. var. plinianum Korn. Domesticated or cultivated wheat Tetraploid Spring 1
AB T. turgidum ssp. carthlicum Domesticated or cultivated wheat Tetraploid Spring-Winter 14
AB T. turgidum ssp. carthlicum (=persicum) Domesticated or cultivated wheat Tetraploid Winter 1
AB T. turgidum ssp. compositum var. plinianum Domesticated or cultivated wheat Tetraploid Spring 1
AB T. turgidum ssp. dicoccoides Progenitor or closely related species Tetraploid Spring-Winter 13
AB T. turgidum ssp. dicoccum Progenitor or closely related species Tetraploid Spring-Winter 21
AB T. turgidumdurum Domesticated or cultivated wheat Tetraploid Spring 13
AB T. turgidum ssp. polonicum Domesticated or cultivated wheat Tetraploid Spring 8
AB T. turgidumssp. turgidum Domesticated or cultivated wheat Tetraploid Spring 5
AB T. turgidum ssp. turgidum var. striatum Domesticated or cultivated wheat Tetraploid Spring 1
AB T. turgidum var. linnaeanum Domesticated or cultivated wheat Tetraploid Winter 1
AB T. turgidum var. linnaeanum (Alef.) Korn - Australischer Domesticated or cultivated wheat Tetraploid Winter 1
A T. urartu Progenitor or closely related species Diploid Winter 1
ABD T. vavilovii (Tumanian) Jakubz. var. vavilovii = T. syriacum Domesticated or cultivated wheat Hexaploid Winter 4
GAAm T. zhukovskyi Wild relative Hexaploid Winter 5

Phenotypic data:

  • Phenotypic data for Spring diversity panel: seven years at five locations. Each tab represents a disease -- Fusarium head blight (FHB), powdery mildew (PM), leaf rust (LR), stem rust (SR), or agronomic traits. Phenotypic data for winter diversity panel: seven years at five locations. Each tab represents a disease (FHB and LR from field but PM is indoor)
  • Leaf rust race specific tests done with six races on the winter and spring diversity panel.
  • FHB type II tests were done indoor. There are two sheets: one for winter panel and one for the spring panel. Lines have various number of replications
  • Field evaluation:

    Phenotyping of disease resistance and other agronomic traits was performed in separate field trials for the spring and winter panels. Trials for the spring and winter panels were carried out in several locations.

    For each panel, year and location, a completely randomized design with two replicates was used, except for several trials.

    LR race-specific response:

    Consecutive inoculations with six P. triticina isolates were performed for 360 accessions of the panels. All tests were performed under controlled greenhouse conditions at the Morden RDC, AAFC (Morden, Canada). Briefly, test lines and the Thatcher and Emerson check lines were sown into fiber trays at a rate of approximately 5 seeds per clump and 3 cm between clumps, which were inoculated with individual P. triticina isolates at the two-leaf stage as described by McCallum and Seto-Goh (2006). The isolates tested were 12-3 MBDS, 128-1 MBRJ, 74-2 MGBJ, 11-180-1 TDBG, 06-1-1 TDBG, and 77-2 TJBJ, which represent the prevalent leaf rust race groups across Canada (McCallum et al., 2016). Virulence and avirulence formulas for these isolates are given. Infection type (IT) was rated 12 days post-inoculation using a 0–4 scale (Stakman et al., 1962), where “;” = hypersensitive flecks, “0” = no uredinia or macroscopic sign of infection, “1” = small uredinia with necrosis, “2” = small to medium uredinia with chlorosis, “3” = medium uredinia without chlorosis or necrosis, “4” = large uredinia without chlorosis or necrosis. IT “;” and “0” to “2” were considered resistant, while “3” and “4” were considered susceptible (Long and Kolmer, 1989). The “+” or “−” IT qualifiers indicate larger or smaller than average uredinia, respectively. The “ = ” IT qualifier represents the lower size limit of the uredinia for the IT (Long and Kolmer, 1989). Plants with randomly distributed uredinia of variable sizes, or mesothetic response, were considered resistant and were rated with an “X” IT (Roelfs and Martens, 1988).

    Availability of phenotypic data in different years and locations

    Year/Location OTT MDN SKT LTB PEI
    2016 FHB (severity, VRI, Incidence, DON), Awn FHB (severity, VRI, Incidence, DON), LR
    2017 FHB (severity, VRI, Incidence, DON, FDK), LR, HT, DH, DM, YLD, TKW, PM, Septoria, Loding FHB (severity, VRI, Incidence, DON), LR
    2018 FHB (severity, VRI, Incidence, DON, FDK), FHB TypeII, LR, HT, DH, DM, YLD, TKW FHB (severity, VRI, Incidence, DON), LR YR PM (rating and AUPDC)
    2019 LR FHB (severity, VRI, Incidence, DON), LR, LR (6 LR races incubated indoor) LR YR PM (rating and AUPDC)
    2020 LR FHB (severity, VRI, Incidence, DON, FDK) LR YR PM (rating), Awn, HT
    2021 LR FHB (severity, VRI, Incidence, DON, FDK), LR (3 LR races incubated indoor) LR PM (rating), number of seeds, seed weight
    2022 LR FHB (severity, VRI, Incidence, DON, FDK) LR YR PM (rating), PM (AUDPC indoor test), Awn, HT, DM

    OTT: Ottawa, Ontario; MDN: Morden, Manitoba; SKT: Saskatoon, Saskatchewan; LTB: Lethbridge, Alberta; PEI: Prince Edward Island.
    LR: leaf rust; FHB: Fusarium head blight; PM: powdery mildew; YR: yellow rust; VRI:visual rating index; DON: mycotoxin deoxynivalenol; FDK: Fusarium damaged kernels; TKW: thousand kernel weight; TSW: thousand seed weight;DM: days to maturity;YLD: yield per plot; HT: height; DH: days to heading.

    Raw phenotypic data files

    Panel Traits Year Location Data file download link
    Spring LR, FHB, PM, Agronimic traits (awn, height, days to heading, days to maturity, lodging, yield, TKW) 2016, 2017, 2018, 2019, 2020, 2021, 2022 PEI, LTB, OTT, SKT, MDN 2016_2017_2018_2019_2020_2021_2022_DivPanelS_LR_FHB_AGR_PM_Summary.xlsx
    Winter FHB 2016, 2017, 2018, 2019, 2020, 2021, 2022 PEI, LTB, OTT, SKT, MDN 2016_2017_2018_2019_2020_2021_2022_DivPanelW_LR_FHB_Summary.xlsx
    Winter + Spring FHB type II 2017, 2018 OTT 2017_2018_FHB_TypeII_Summary.xlsx
    Spring LR infection type (IT) score 2019 MDN, indoor 2019_02_14_DivPanelS_LRpostulation.xlsx
    Winter LR IT score 2019 MDN, indoor 2019_02_14_DivPanelW_LRpostulation.xlsx
    Winter LR IT score 2021 MDN, indoor 2021_10_13_DivPanelW_LRpostulation.xlsx

    LR: leaf rust; FHB: Fusarium head blight; PM: powdery mildew; TWK: thousand kernel weight; TSW: thousand seed weight.
    MDN: Morden, Manitoba; OTT: Ottawa, Ontario; SKT: Saskatoon, Saskatchewan, PEI: Prince Edward Island; LTB: Lethbridge, Alberta.

    Processed phenotypic data files

    Panel No. of accessions Traits Year Location Data file download link Reference Basic statistics
    Spring, Winter 213 (Spring), 164 (Winter) LR severity BLUP estimates over years and locations 2016, 2017, 2018, 2019 OTT, SKT, MDN LR_severity_BLUP_scores_SpringP_and_WinterP_2016-2019.xlsx Fatima et al. (2020)
    Spring, Winter 213 (Spring), 164 (Winter) LR severity Cobbs scores over years and locations 2016, 2017, 2018, 2019 OTT, SKT, MDN LR_severity_cobbs_scores_SpringP_and_WinterP_2016-2019.xlsx Fatima et al. (2020)
    Spring, Winter 360 LR IT scores converted to Stakman's linear scores (1-9) 2019, 2021 MDN LR_IT_scores_Stakman_and_linear_scale.xlsx Fatima et al. (2020)
    Spring, Winter 73 (Winter), 206 (Spring) FHB BLUP estimates across 2016-2019 and three locations, including VRI, DON, Incidense, and severity 2016, 2017, 2018, 2019 OOT, MDN FHB_BLUP_estimates_over_2017-2019_Spring_Winter_panels.xlsx Bartaula et al. (2023) Distribution and correlation

    LR: leaf rust; FHB: Fusarium head blight; VRI:visual rating index; DON: mycotoxin deoxynivalenol.
    MDN: Morden, Manitoba; OTT: Ottawa, Ontario; SKT: Saskatoon, Saskatchewan.

    Genomic Data

    SNP data of the wheat diversity panel (385 accessions).

    SNP data files of 90K Chip Array for the 385 accessions in the diversity panel

    Data file discription No. of accessions No. of SNPs RefSeq version File format Data file download link Analysis
    Filtered and validated SNPs for validated and filter for the wheat diversity panel 385 20501 hmp 20501_SNPs_filtered_385_accessions.hmp.zip
    SNPs mapped to Wheat RefSeq v1.1 385 12617 Wheat RefSeq 1.1 csv mapped_12617_SNPs_385_accessions.zip Pylogenetic analysis
    Principal component analysis
    Info for mapping 90K SNPs to wheat RefSeq 1.1 43013 Wheat RefSeq 1.1 Excel Mapping_of_43K_SNPs_on_CS_RefSeq_v.1.1.xlsx
    SNPs mapped to Wheat RefSeq v2.1 for the FHB study 279 13760 Wheat RefSeq 2.1 vcf Wheat_279_genotypes_13760_SNPs.zip