Wild relatives to improve heat tolerance of cultivated quinoa (Chenopodium quinoa Willd.)
Data files
Apr 28, 2025 version files 122.23 KB
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FieldData.xlsx
53.49 KB
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PGPTdata.xlsx
22.96 KB
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PV_and_SS.xlsx
41.72 KB
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README.md
4.06 KB
Abstract
Quinoa (Chenopodium quinoa Willd., 2n = 4x = 36, AABB genome) is well-known for its high nutritional value and adaptability to marginal environments, but it is still mainly cultivated in relatively cool areas due to sensitivity to extended periods of high temperatures, particularly during the reproductive stages. The two AABB tetraploid wild relatives of cultivated quinoa, C. berlandieri and C. hircinum, can be found growing in hot lowland environments of North and South America, respectively, and may serve as a source of heat tolerance for introgression into cultivated quinoa. In our work, wild C. berlandieri showed the best yield performance under field heat conditions in late planting, followed by lowland quinoa, C. hircinum, and highland quinoa. The yield advantage of C. berlandieri at high temperatures was achieved by plants being able to maintain grain number at high temperatures better than the other genotypes. Further comparison between seed setting and pollen viability found positive trends between them under heat stress in cultivated quinoa, indicating limiting effects of pollen viability on grain setting. Therefore, we examined the effects of heat on pollen development and viability. Five representative accessions (C. berlandieri, C. hircinum Argentina, C. hircinum Chile, C. quinoa lowland, C. quinoa highland) were studied in detail with an environmentally-controlled heat treatment (five days at 38/33oC, day/night). Detrimental effects of heat on pollen viability in C. quinoa were observed, with an 80% reduction in the highland ecotype, whereas wild C. berlandieri had only a 30% reduction. The most heat-sensitive period, with respect to pollen viability, was 8 to 10 days before flowering, which we found corresponded to the early pollen mother cell stage of development. The period of highest sensitivity of pollen to heat was conserved among different Chenopodium species. At the end, in vitro heat treatments on pollen germination also demonstrated a comprehensive advantage of C. berlandieri over other accessions. This research suggests that wild relatives of quinoa, in particular C. berlandieri, could be crossed with cultivated quinoa to introduce reproductive heat tolerance.
Dataset DOI: 10.5061/dryad.d7wm37qbx
Description of the data and file structure
This is our data generated for our manuscript.
Files and variables
File: FieldData.xlsx
Description:
This Excel file has three sheets. Please note: empty cells in these files mean data were not available due to an unexpected reason (like dead plants, therefore no sample for analysis, or other logistic issues)
1."FieldRawData", all the raw data collected;
2."FieldP3vP1", data of planting date 3 (P3) relevant to P1 from field experiment;
3."FieldEmmeans", estimated means for all traits from the field experiment;
Variables for "FieldRawData"
- Block: block# of experiment design
- Plot: plot#
- SubPlot: subplot with three planting dates
- Gcode: genotype code
- Genotype: genotype name
- Group: grouping of genotypes
- Pdate: planting date
- Unique code: code combines genotype_block_planting date
- Yield: yield per plant (g)
- GN: grain number per plant (#)
- TKW: thousand grain weight(g)
- PH: plant height (cm)
- DTF: days to flowering (# of days)
- DTM: days to maturation (# of days)
- RGF: duration from flowering to maturation (# of days)
- GDDfl: thermal sum from sowing to flowering (°Cd)
- GDDrgf: thermal sum from flowering to maturation (°Cd)
- SC: stomatal conductance (mmol m−2 s−1)
- PT: panicle temperature (°C)
- LT: leaf temperature (°C)
- SPAD1-6: chlorophyll index at SPAD with 6 timepoints (chlorophyll index unit)
Variables for "FieldP3vP1"
- Group: grouping of genotypes;
- P3/P1_GY: P3 relevant to P1 of grain yield (%)
- P3/P1_TKW: P3 relevant to P1 of thousand grain weight (%)
- P3/P1_GN: P3 relevant to P1 of grain number (%)
Variables for "FieldEmmeans"
- Genotype: genotype name
- Group: grouping of genotypes
- Pdate: planting date
- Genotype_Pdate: combination of Genotype and Pdate
- Yield: yield per plant (g)
- GN: grain number per plant (#)
- TKW: thousand grain weight(g)
- PH: plant height (cm)
- DTF: days to flowering (# of days)
- DTM: days to maturation (# of days)
- RGF: duration from flowering to maturation (# of days)
- GDDfl: thermal sum from sowing to flowering (°Cd)
- GDDrgf: thermal sum from flowering to maturation (°Cd)
- SC: stomatal conductance (mmol m−2 s−1)
- PT: panicle temperature (°C)
- LT: leaf temperature (°C)
- SPADt50: the day of 50% reduction (# days after flowering)
File: PV and SS.xlsx
Description:
The data in "PV and SS" were from a growth chamber experiment. It contains 11 sheets in total, with sheets 1-5 for pollen viability data and 6-10 for seed setting, and the last sheet for combined pollen viability and seed setting. Both pollen viability and seed setting were expressed as a percentage. Please note: empty cells in this file mean measurements were not available due to plants have a limited flowering period.
Variables for sheet 1-10:
- Geno: genotype
- Exp: experiment
- Trt: treatment, either control or heat
- Rep: replication
- Code: combine genotype_trt
- S-16 to S-0: developmental stage at heat stress initiation, expressed days before flowering
Variables for sheet 11 PVvSS:
- Genotype: genotype
- Trt: treatment, either control or heat
- PV: pollen viability (%)
- SS: seed setting (%)
File: PGPTdata.xlsx
Description:
The data in this file is from in vitro pollen germination analysis. Please note: empty cells in this file mean measurements were not available.
Variables for sheet "PGdata"
- Genotype: genotype
- Group: grouping of genotypes
- Temperature: incubation temperature during pollen germination (°C)
- PV: pollen viability in percentage (%)
Variables for sheet "PTdata"
- Genotype: genotype
- Temperature: temperature of either 34 or 38 (°C)
- Time: time in hours since incubation (h)
- Timepoint: timepoints from 1-3 for measurements
- PTL: pollen tube length in micrometers (µm)
Access information
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