| Literature DB >> 33969431 |
Miriam Fernández-Calleja1, Ana M Casas1, Ernesto Igartua2.
Abstract
KEY MESSAGE: This review summarizes the allelic series, effects, interactions between genes and with the environment, for the major flowering time genes that drive phenological adaptation of barley. The optimization of phenology is a major goal of plant breeding addressing the production of high-yielding varieties adapted to changing climatic conditions. Flowering time in cereals is regulated by genetic networks that respond predominately to day length and temperature. Allelic diversity at these genes is at the basis of barley wide adaptation. Detailed knowledge of their effects, and genetic and environmental interactions will facilitate plant breeders manipulating flowering time in cereal germplasm enhancement, by exploiting appropriate gene combinations. This review describes a catalogue of alleles found in QTL studies by barley geneticists, corresponding to the genetic diversity at major flowering time genes, the main drivers of barley phenological adaptation: VRN-H1 (HvBM5A), VRN-H2 (HvZCCTa-c), VRN-H3 (HvFT1), PPD-H1 (HvPRR37), PPD-H2 (HvFT3), and eam6/eps2 (HvCEN). For each gene, allelic series, size and direction of QTL effects, interactions between genes and with the environment are presented. Pleiotropic effects on agronomically important traits such as grain yield are also discussed. The review includes brief comments on additional genes with large effects on phenology that became relevant in modern barley breeding. The parallelisms between flowering time allelic variation between the two most cultivated Triticeae species (barley and wheat) are also outlined. This work is mostly based on previously published data, although we added some new data and hypothesis supported by a number of studies. This review shows the wide variety of allelic effects that provide enormous plasticity in barley flowering behavior, which opens new avenues to breeders for fine-tuning phenology of the barley crop.Entities:
Mesh:
Year: 2021 PMID: 33969431 PMCID: PMC8263424 DOI: 10.1007/s00122-021-03824-z
Source DB: PubMed Journal: Theor Appl Genet ISSN: 0040-5752 Impact factor: 5.574
Fig. 1Flowering time control in barley: main genes, environmental cues and regulatory pathways. Reproductive transition in barley is regulated by genetic networks that respond to extended periods of low temperature (vernalization, blue frame) and day length (photoperiod, orange frame). Genes depicted in blue promote flowering, whereas genes depicted in red act as repressors. Blue and green arrows indicate induction. Red lines with blunt ends indicate repression. Antagonistic relationships between genes reported in the literature are represented as dashed red lines. PPD-H2 connection with flowering is represented as a dashed blue line because it induces spikelet initiation but not floral development (Mulki et al. 2018). LD long days, SD short days
VRN-H1 polymorphisms and effects on flowering
| Population | Environment/conditionsa | Additive effectd | |||
|---|---|---|---|---|---|
| Parent 1 | Parent 2 | ||||
| Igri × Triumph1 | Controlled conditions | Yes | |||
| Igri × Triumph1 | Field, spring sowing | Yes | 1.10 days | ||
| Dicktoo × Morex2 | Controlled conditions, uv | No | 9.00–24.00 days | ||
| Mogador × Beka3 | Controlled conditions | Yes | 0.20–1.20 leaves | ||
| Mogador × Beka3 | Field, spring sowing | Yes | 7.30–10.20 days | ||
| Mogador × Beka3 | Field, winter sowing | Yes | 0.80 days | ||
| Nure × Tremois4 | Field, spring sowing | Yes | 2.30 days | ||
| Nure × Tremois4 | Field, winter sowing | Yes | 0.90 days | ||
| Arta × Keel5 | Field, winter sowing | Yes | 1.10–6.50 days | ||
| Arta × Keel5 | Field, autumn sowing | Yes | 0.30–1.00 days | ||
| Plaisant × Orria6 | Field, winter sowing | No | 3.70 days | ||
| Plaisant × Orria6 | Field, autumn sowing | No | 0.80–1.20 days | ||
| Plaisant × (Candela × 915006)7 | Controlled conditions, uv | Yes | 11.60 days | ||
| HEB-258 | Field, spring sowing | Wild | Yes | 3.80 days | |
| HEB-259 | Field, winter sowing | Wild | Yes | 3.00 days | |
| HEB-2510 | Field, autumn sowing | Wild | Yes | 2.70 days | |
| HEB-YIELD11 | Field, spring sowing | Wild | Yes | ns | |
| HEB-YIELD11 | Field, winter sowing | Wild | Yes | 2.50 days | |
| HEB-YIELD11 | Field, autumn sowing | Wild | Yes | 2.20 days | |
| Phenology diversity panel12, 13 | Field, autumn sowing | Yes | 6.30 days | ||
| MAGIC14 | Field, spring sowing | No | 2.70 days | ||
Surveys in which associations between flowering time and the VRN-H1 locus region were detected are reported. It includes linkage mapping studies performed in biparental populations segregating for VRN-H1, and genome wide association analyses
aEnvironmental conditions (uv unvernalized), bVRN-H1 alleles, cVRN-H2 segregation state in the population, and dVRN-H1 additive effect were collected from the original sources (ns nonsignificant effect). bAlleles contributing to earliness are highlighted in bold
1Laurie et al. (1995), 2Karsai et al. (2008), 3Cuesta-Marcos et al. (2008b), 4Tondelli et al. (2014), 5Rollins et al. (2013), 6Mansour et al. (2014), 7Malosetti et al. (2011), 8Maurer et al. (2015), 9Saade et al. (2016), 10Merchuk-Ovnat et al. (2018), 11Wiegmann et al. (2019), 12He et al. (2019), 13Hill et al. (2019), 14Afsharyan et al. (2020)
VRN-H2 polymorphisms and effects on flowering
| Population | Environment/conditionsa | Vernalizationb | Photoperiodc | Additive effectf | |||
|---|---|---|---|---|---|---|---|
| Parent 1 | Parent 2 | ||||||
| Igri × Triumph1 | Controlled conditions | 6–0w | 16 h | Yes | |||
| Igri × Triumph1 | Field, spring sowing | LD | Yes | 1.00 days | |||
| Igri × Triumph1 | Field, autumn sowing | SD | Yes | 0.90 days | |||
| Kompolti Korai × Dicktoo2 | Controlled conditions | Null | 8 h | No | 4.50 days | ||
| Kompolti Korai × Dicktoo2 | Controlled conditions | Null | 16 h | No | 12.20 days | ||
| Kompolti Korai × Dicktoo2 | Controlled conditions | Incomplete (6w) | 16 h | No | 3.30 days | ||
| Kompolti Korai × Dicktoo2 | Field, spring sowing | LD | No | 1.70 days | |||
| Kompolti Korai × Dicktoo3 | Controlled conditions | Incomplete (6w) | 10 h | No | 3.00 days | ||
| Kompolti Korai × Dicktoo3 | Controlled conditions | Incomplete (6w) | 12 h | No | 13.50 days | ||
| Kompolti Korai × Dicktoo3 | Controlled conditions | Incomplete (6w) | 14 h | No | 12.40 days | ||
| Kompolti Korai × Dicktoo3 | Controlled conditions | Incomplete (6w) | 16 h | No | 15.80 days | ||
| Kompolti Korai × Dicktoo3 | Controlled conditions | Incomplete (6w) | 18 h | No | 17.40 days | ||
| Kompolti Korai × Dicktoo4 | Controlled conditions | Incomplete (6w) | 24 h, constant Tª | No | 12.00 days | ||
| Kompolti Korai × Dicktoo4 | Controlled conditions | Incomplete (6w) | 16 h, constant Tª | No | 12.00 days | ||
| Kompolti Korai × Dicktoo4 | Controlled conditions | Incomplete (6w) | 16 h, termocycle | No | 7.00 days | ||
| Mogador × Beka5 | Controlled conditions | Complete (8w) | 10 h | Yes | 0.40 leaves | ||
| Mogador × Beka5 | Controlled conditions | Null | 17 h | Yes | 1.10 leaves | ||
| Mogador × Beka5 | Field, spring sowing | LD | Yes | 3.6–6.3 days | |||
| Mogador × Beka5 | Field, winter sowing | SD | Yes | 0.50 days | |||
| 17 interconnected populations6 | Controlled conditions | Null | 17 h | Yes | 2.00 leaves | ||
| 17 interconnected populations6 | Controlled conditions | Complete (8w) | 17 h | Yes | 0.70 leaves | ||
| 17 interconnected populations6 | Field, winter sowing | LD | Yes | 0.70 days | |||
| ISR42-8 × Scarlett7 | Field, spring sowing | LD | Yes | 0.70 days | |||
| Nure × Tremois8 | Field, spring sowing | LD | Yes | 1.20 days | |||
| KNG × Azumamugi9 | Field, spring sowing | LD | Yes | 7.10 days | |||
| Arta × Keel10 | Field, autumn sowing | SD | Yes | 0.50 days | |||
| Arta × Keel10 | Field, winter sowing | LD | Yes | 3.70 days | |||
| Plaisant × (Candela × 915006)11 | Controlled conditions | Null | LD | Yes | 2.40 days | ||
| HEB-2512 | Field, spring sowing | LD | Yes | 2.20 days | |||
| HEB-2513 | Field, winter sowing | LD | Yes | 1.50 days | |||
| HEB-2514 | Field, spring sowing | LD | Yes | 1.20 days | |||
Surveys where associations between flowering time and the VRN-H2 locus region have been detected are reported. It includes linkage mapping studies performed in biparental populations, as well as genome wide association analyses
aEnvironmental conditions, bvernalization treatment (w weeks), cphotoperiod length (LD long days, SD short days), dVRN-H2 alleles, eVRN-H1 segregation state in the population, and fVRN-H2 additive effect were collected from the original sources. dAlleles contributing to earliness are highlighted in bold
1Laurie et al. (1995), 2Karsai et al. (2005), 3Karsai et al. (2006), 4Karsai et al. (2008), 5Cuesta-Marcos et al. (2008b), 6Cuesta-Marcos et al. (2008a), 7Wang et al. (2010), 8Tondelli et al. (2014), 9Sameri et al. (2011), 10Rollins et al. (2013), 11Malosetti et al. (2011), 12Maurer et al. (2015), 13Saade et al. (2016), 14Herzig et al. (2018)
Polymorphisms at VRN-H3 and effects on flowering
| Differential polymorphisma | Additive effect (days)c | Interaction (days)d | ||||||
|---|---|---|---|---|---|---|---|---|
| Population | P | I | CNV | Parent 1 | Parent 2 | |||
| Late | TC | 1 | 33.00 | |||||
| Igri × BGS2131 | Late | TC | 1 | 35.50 | ||||
| IMC × BGS2132 | 1 | 41.50 | ||||||
| Late | TC | ns | ||||||
| Hayakiso 2 × IMC2 | TC | ns | ||||||
| Late | 4.8 | 19.5 | ||||||
| Late | 30.0 | 8.5 | ||||||
| Hayakiso 2 × | early | 7.00 | ||||||
| SBCC016 × Esterel3 | AG | 3.50 | ||||||
| Beatrix × SBCC1454 | Late | 2.40 | ||||||
| Mogador × Beka5, 6 | 1 | 1.10 | ||||||
| SBCC154 × Beatrix6 | AG | 4 | 1.30 | |||||
| Henni × Meltan6, 7 | Late | 1.50 | ||||||
| Beka × Logan8 | Late | 2 | 1.30 | |||||
| Steptoe × Morex9 | Late | TC | 0.40 | |||||
| 140 winter landraces (SBCC)3 | Late | AG | AG intron | 3.50 | ||||
| HEB-2510 | Late | 2.10 | ||||||
| MAGIC 11,12 | Late | AG | ? | AG intron | 5.80/−0.20 | |||
| AB-NAM13 | ? | ? | ? | wild | 0.70 | |||
| Phenology diversity panel14, 15 | ? | AG | ? | AG intron | 0.10 | |||
Surveys where associations between heading time and the VRN-H3 locus region were detected are reported. It includes linkage mapping studies performed in biparental populations segregating for VRN-H3, and genome wide association analyses
aType/s of polymorphism differencing the parents (P promoter, I intron and CNV copy number variation). Contrasting haplotypes for each differential polymorphism are shown. *For CNV, the asterisk indicates the unique feature of having a single copy of the promoter and several copies of the transcribed region. bVRN-H3 alleles arise from the combination of polymorphisms at the P and I, and from CNV, as reported in Table S1. Alleles contributing to earliness are highlighted in bold. cVRN-H3 additive effects were collected from the original sources (ns nonsignificant effect). The populations cited were phenotyped under field conditions except for those from references 1 and 2, which were phenotyped under LD conditions and nonvernalizing temperatures. dThe effect of the interaction with VRN-H1 alleles is presented (VRN-H1: spring allele, vrn-H1: winter allele)
1Yan et al. (2006), 2Nitcher et al. (2013), 3Casas et al. (2011), 4Ponce-Molina et al. (2012), 5Cuesta-Marcos et al. (2008b), 6Loscos et al. (2014), 7Borras-Gelonch et al. (2010), 8Casas et al. (2020), 9Borras-Gelonch et al. (2012), 10Maurer et al. (2015), 11Sanneman et al. (2015), 12Afsharyan et al. (2020), 13Nice et al. (2017), 14He et al. (2019), 15Hill et al. (2019)
Interaction of PPD-H1 effect and environment on flowering time
| Population | Environment (sowing/photoperiod)a | Locationb | Latitudec | Additive effecte | Sowing date | Heading date | DTHf | ZDg | ||
|---|---|---|---|---|---|---|---|---|---|---|
| Parent 1 | Parent 2 | |||||||||
| Dicktoo × Morex1 | Phytotron, 8 h | Martonvasar (HU) | 47° 18′ N | ns | ||||||
| Dicktoo x Morex1 | Phytotron, 16 h | Martonvasar (HU) | 47° 18′ N | 7.80 | ||||||
| Dicktoo × Morex1 | Greenhouse | Oregon (US) | 44° 24′ N | 16.10 | ||||||
| Igri × Triumph2 | Field, autumn | Norwich (UK) | 52° 38′ N | 6.00 | Z55 | |||||
| Igri × Triumph2 | Field, spring | Norwich (UK) | 52° 38′ N | 10.80 | Z55 | |||||
| Igri x Triumph2 | Greenhouse, 10 h | Norwich (UK) | 52° 38′ N | ns | Z55 | |||||
| Igri × Triumph2 | Greenhouse, 18 h | Norwich (UK) | 52° 38′ N | 10.00 | Z55 | |||||
| Dicktoo × Morex3 | Phytotron, 16 h, 18 °C | Martonvasar (HU) | 47° 18′ N | 12.00 | ||||||
| Dicktoo × Morex3 | Phytotron, 16 h, 18/16 °C | Martonvasar (HU) | 47° 18′ N | 13.00 | ||||||
| Dicktoo × Morex3 | Phytotron, 24 h, 18 °C | Martonvasar (HU) | 47° 18′ N | 9.00 | ||||||
| 17 interconected pop.4 | Field, autumn | Lupinén (ES) | 42° 10′ N | ns | Nov-08 | Apr-19 | 110.0 | Z49 | ||
| 17 interconected pop.4 | Field, autumn | Zuera (ES) | 42° 09′ N | ns | Nov-15 | Apr-19 | 110.0 | Z49 | ||
| 17 interconected pop.4 | Field, winter | Alerre (ES) | 41° 00′ N | 2.50 | Jan-28 | May-19 | 140.0 | Z49 | ||
| 17 interconected pop.4 | Field, winter | Zuera (ES) | 42° 09′ N | 3.10 | Jan-22 | May-19 | 140.0 | Z49 | ||
| Azumamugi × KNG5 | Phytotron, 12 h | Tsukuba (JP) | 36° 01′ N | 19.11 | Z49 | |||||
| Azumamugi × KNG5 | Field, autumn | Tsukuba (JP) | 36° 01′ N | ns | Z58 | |||||
| Azumamugi x KNG5 | Field, spring | Tsukuba (JP) | 36° 01′ N | ns | Z58 | |||||
| SBCC145 × Beatrix6 | Field, autumn | Zaragoza (ES) | 41° 43′ N | −1.09 | Oct-29 | Apr-11 | 102.0 | Z49 | ||
| SBCC145 × Beatrix6 | Field, winter | Zaragoza (ES) | 41° 43′ N | 3.32 | Feb-08 | May-14 | 135.2 | Z49 | ||
| Steptoe x Morex7 | Field, autumn | Lleida (ES) | 41° 37′ N | −0.82 | Nov-21 | Apr-25 | Z55 | |||
| Steptoe × Morex7 | Field, autumn | Gimenells (ES) | 41° 38′ N | −0.60 | Nov-30 | Apr-20 | Z55 | |||
| Steptoe × Morex7 | Field, autumn, ext. PD | Lleida (ES) | 41° 37′ N | 0.59 | Nov-21 | Apr-19 | Z55 | |||
| Steptoe × Morex7 | Field, winter | Gimenells (ES) | 41° 38′ N | 2.43 | Feb-26 | May-09 | Z55 | |||
| Steptoe × Morex7 | Greenhouse, spring | Lleida (ES) | 41° 37′ N | 3.66 | Mar-23 | May-20 | Z55 | |||
| Plaisant × Orria8 | Field, autumn | Gimenells (ES) | 41° 39′ N | −0.30 | Dec-01 | Apr-16 | 107.7 | Z49 | ||
| Plaisant × Orria8 | Field, autumn | Bell-lloc (ES) | 41° 37′ N | −0.40 | Nov-02 | Apr-21 | 112.9 | Z49 | ||
| Plaisant × Orria8 | Field, autumn | Sádaba (ES) | 42° 17′ N | 1.30 | Nov-22 | May-01 | 122.3 | Z49 | ||
| Plaisant × Orria8 | Field, autumn | Sádaba (ES) | 42° 17′ N | 0.50 | Nov-26 | Apr-25 | 116.5 | Z49 | ||
| Plaisant × Orria8 | Field, winter | Fiorenzuola(IT) | 44° 56′ N | 2.70 | Mar-01 | May-23 | 144.9 | Z49 | ||
| SBCC073 × Orria9 | Field, autumn | Zuera (ES) | 42° 09′ N | 1.50 | Nov-11 | Mar-02 | 111.0 | Z49 | ||
| Cam × Maresi10 | Field, spring | Cerekwica (PL) | 52° 31′ N | 2.79 | Apr-10 | May-31 | Z51 | |||
| Cam × Lubuski10 | Field, spring | Cerekwica (PL) | 52° 31′ N | 2.42 | Apr-10 | May-30 | Z51 | |||
| Harmal × Georgie10 | Field, spring | Cerekwica (PL) | 52° 31′ N | 1.68 | Apr-09 | May-26 | Z51 | |||
| HEB-2511 | Field, autumn | Rehovot (IL) | 31° 54′ N | −3.40 | Dec-03 | Mar-16 | Z49 | |||
| HEB-2512 | Field, autumn | Dubai (AE) | 25° 05′ N | −1.00 | Dec-08 | Feb-26 | Z55 | |||
| HEB-2513 | Field, spring | Halle (DE) | 51° 29′ N | 4.75 | Mar/Apr | Z49 | ||||
| HEB-2514 | Field, spring | Dundee (UK) | 56° 28′ N | 3.00 | Apr | Z49 | ||||
| HEB-2514 | Field, spring | Halle (DE) | 51° 29′ N | 3.90 | Mar | Z49 | ||||
| WHEALBI subset15 | Field, autumn | Martonvasar (HU) | 47° 17′ N | −3.20 | Oct-20 | May-03 | Z55 | |||
| WHEALBI subset15 | Field, autumn | Fiorenzuola (IT) | 44° 53′ N | −1.90 | Oct-27 | May-02 | Z55 | |||
| WHEALBI subset15 | Field, autumn | Dundee (UK) | 56° 30′ N | −1.70 | Oct-29 | Jun-07 | Z55 | |||
| WHEALBI subset15 | Field, winter | Martonvasar (HU) | 47° 17′ N | 1.30 | Mar-11 | May-22 | Z55 | |||
| WHEALBI subset15 | Field, winter | Dundee (UK) | 56° 30′ N | 2.50 | Mar-03 | May-25 | Z55 | |||
| HEB-YIELD16 | Field, autumn, 11 h | Dubai (AE) | 25° 05′ N | ns | Dec | Z49 | ||||
| HEB-YIELD16 | Field, autumn, 10.5 h | Adelaide (AU) | 35° 19′ S | ns | May/Jun | Z49 | ||||
| HEB-YIELD16 | Field, spring, 16 h | Dundee (UK) | 56° 28′ N | 3.80 | Mar/Apr | Z49 | ||||
| HEB-YIELD16 | Field, spring, 15 h | Halle (DE) | 51° 29′ N | 4.40 | Mar | Z49 | ||||
| HEB-YIELD16 | Field, winter, 12 h | Al-Karak (JO) | 31° 16′ N | 3.40 | Dec/Jan | Z49 | ||||
| AB-NAM17 | Field, spring | Minnesota (US) | 47° 46′ N | 3.00 | May-08 | Jun-28 | Z55 | |||
| BRIDG618 | Field, spring | Minnesota (US) | 47° 46′ N | 4.50 | May-04 | Jun-24 | Z58 | |||
| MAGIC19 | Field, spring | Bonn (DE) | 50° 36′ N | 0.36 | Apr-07 | Jun-14 | Z49 | |||
Surveys where associations between flowering time and the PPD-H1 locus region were detected are reported. It includes linkage mapping studies performed in biparental populations segregating for PPD-H1, and genome wide association analyses
aEnvironmental conditions (ext. PD extended photoperiod), blocation, clatitude, dPPD-H1 alleles and eadditive effects in days were collected from the original sources. dAlleles contributing to earliness are highlighted in bold. eAdditive effect on heading time in days (substitution of one sensitive PPD-H1 allele by one insensitive ppd-H1 allele). Negative sign indicates that ppd-H1 promotes flowering, positive sign indicates that ppd-H1 delays flowering (ns nonsignificant effect). fDays to heading from sowing (underlined) or from January 1st; gZadoks stage, developmental phase measured as flowering time in each experiment
1Pan et al. (1994), 2Laurie et al. (1995), 3Karsai et al. (2008), 4Cuesta-Marcos et al. (2008a), 5Sameri et al. (2011), 6Ponce-Molina et al. (2012), 7Borràs-Gelonch et al. (2012), 8Mansour et al. (2014), 9Boudiar et al. (2016), 10Mikołajczak et al. (2016), 11Merchuk-Ovnat et al. (2018), 12Saade et al. (2016), 13Maurer et al. (2015), 14Herzig et al. (2018), 15Bustos-Korts et al. (2019), 16Wiegmann et al. (2019), 17Nice et al. (2017), 18Hemshrot et al. (2019), 19Afsharyan et al. (2020)
Fig. 2Interaction of the effect of PPD-H1 with environment. Additive effect of PPD-H1 detected in several barley mapping populations plotted according to average field heading date. The additive effect of PPD-H1 is calculated as the average effect in flowering time when one sensitive PPD-H1 allele is substituted by one insensitive ppd-H1 allele. White bars indicate earliness conferred by the insensitive ppd-H1 allele. Black bars indicate earliness conferred by the sensitive PPD-H1 allele. Numbers above or below bars indicate the study from which the data was obtained. The correspondence between numbers and references is located in the footnote of Table 4. The regression line (dotted line), the linear equation, the coefficient of determination (R2), and the significance of the regression analysis are shown
Polymorphisms at PPD-H2 and effects on flowering time in barley mapping populations.
| Population | Environment/conditionsa | Additive effect (days)c | ||
|---|---|---|---|---|
| Parent 1 | Parent 2 | |||
| Igri × Triumph1 | Field, autumn sowing | 3.40 | ||
| Igri × Triumph1 | Field, spring sowing | 0.70 | ||
| Mogador × Beka2 | Field, autumn sowing | 2.00 | ||
| Mogador × Beka2 | Field, winter sowing | 0.90 | ||
| Mogador × Beka2 | Field, spring sowing | ns | ||
| 17 interconected populations3 | Field, autumn sowing | 1.40 | ||
| 17 interconected populations3 | Field, winter sowing | ns | ||
| Steptoe × Morex4 | Field, autumn sowing | 2.10 | ||
| Steptoe × Morex4 | Field, winter sowing | 0.60 | ||
| Steptoe × Morex4 | Field, spring sowing | ns | ||
| Plaisant × (Candela × 915006)5 | Field, autumn sowing | 1.60 | ||
| Azumamugi × KNG6 | Field, autumn sowing | 3.30 | ||
| Cierzo × SBCC0737 | Field, autumn sowing | 0.60 | ||
| Cierzo × SBCC0427 | Field, autumn sowing | 1.30 | ||
| HEB-258 | Field, autumn sowing | Wild | 1.00 | |
| Spring world collection9 | Field, spring sowing | 2.50 | ||
| WHEALBI subset10 | Field, autumn sowing | 1.00 | ||
| WHEALBI subset10 | Field, winter sowing | 0.70 | ||
Surveys where associations between flowering time and the PPD-H2 locus region were detected are reported. It includes linkage mapping studies performed in biparental populations segregating for PPD-H2, and genome wide association analyses
aEnvironmental conditions, bPPD-H2 alleles, and cadditive effect were collected from the original sources (ns nonsignificant effect). bAlleles contributing to earliness are highlighted in bold
1Laurie et al. (1995), 2Cuesta-Marcos et al. (2008b), 3Cuesta-Marcos et al. (2008a), 4Borras-Gèlonch et al. (2012), 5Malosetti et al. (2011), 6Sameri et al. (2011), 7Monteagudo et al. (2019a), 8Saade et al. (2016), 9Pasam et al. (2012), 10Bustos-Korts et al. (2019)
Polymorphisms at HvCEN and effects on flowering time in barley mapping populations
| Population | Environment/conditionsa | Additive effect (days)c | Interaction | ||
|---|---|---|---|---|---|
| Parent 1 | Parent 2 | ||||
| Triumph × Igri1 | Field, autumn sowing | III | 2.50 | ||
| Triumph × Igri1 | Field, spring sowing | III | 3.20 | ||
| Harrington × Morex2 | Field, autumn sowing | III | |||
| Beka × Logan3 | Field, autumn sowing | III | 2.20 | ||
| Beka × Logan3 | Field, spring sowing | III | 2.50 | ||
| KNG × Azumamugi4 | Field, autumn sowing | III | 2.40 | ||
| KNG × Azumamugi4 | Field, spring sowing | III | 1.70 | ||
| Beka × Mogador5 | Field, autumn sowing | III | 2.70 | ||
| Beka × Mogador5 | Field, winter sowing | III | 2.30 | ||
| Beka × Mogador5 | Field, spring sowing | III | 4.70 | ||
| 17 interconected pop.6 | Field, autumn sowing | III | 1.80 | ||
| 17 interconected pop.6 | Field, winter sowing | III | 1.40 | ||
| Beatrix × SBCC1457 | Field, autumn sowing | III | 3.10 | ||
| Beatrix × SBCC1457 | Field, winter sowing | III | 2.90 | ||
| Steptoe × Morex8 | Field, autumn sowing | III | 2.50 | ||
| Steptoe × Morex8 | Field, winter sowing | III | 2.50 | ||
| Tremois × Nure9 | Field, autumn sowing | III | 2.50 | ||
| Tremois × Nure9 | Field, winter sowing | III | 2.30 | ||
| Tremois × Nure9 | Field, spring sowing | III | 2.70 | ||
| Baronesse × Full Pint10 | Field, autumn sowing | III | 1.80 | ||
| Baronesse × Full Pint10 | Field, winter sowing | III | 2.00 | ||
| Orria × SBCC07311 | Field, autumn sowing | I | 1.30 | ||
| HEB-2512 | Field, autumn sowing | III | 3.00 | ||
| HEB-2513 | Field, autumn sowing | III | 3.80 | ||
| HEB-2514 | Field, spring sowing | III | 1.50 | ||
| HEB-2515 | Field, spring sowing | III | 1.20 | ||
| AB-NAM16 | Field, spring sowing | Wild | 0.50 | ||
| WHEALBI subset17 | Field, autumn sowing | Late (III, I) | 5.00 | ||
| WHEALBI subset17 | Field, winter sowing | Late (III, I) | 2.50 | ||
| MABDE18 | Field | III, I | 3.70 | ||
| Uruguay panel19 | Field, winter sowing | III | 2.40 | ||
| Phenology diversity panel20, 21 | Field, autumn sowing | III | 1.70 | ||
Surveys where associations between flowering time and the HvCEN locus region were detected are reported. It includes linkage mapping studies performed in biparental populations segregating for HvCEN, and genome wide association analyses
aEnvironmental conditions, bHvCEN alleles, and cadditive effect were collected from the original sources. bAlleles contributing to earliness are highlighted in bold. dThe effect of the interaction with VRN-H1 alleles is presented (VRN-H1-4: reduced vernalization requirement allele, vrn-H1: winter allele)
1Laurie et al. (1995), 2Márquez-Cedillo et al. (2001), 3Casas et al. (2020), 4Sameri and Komatsuda (2004), 5Cuesta-Marcos et al. (2008b), 6Cuesta-Marcos et al. (2008a), 7Ponce-Molina et al. (2012), 8Borras-Gelonch et al. (2012), 9Tondelli et al. (2014), 10Castro el at (2017), 11Boudiar et al. (2016), 12Saade et al. (2016), 13Merchuk-Ovnat et al. (2018), 14Maurer et al. (2015), 15Herzig et al. (2018), 16Nice et al. (2017), 17Bustos-Korts et al. (2019), 18Comadran et al. (2011), 19Locatelli et al. (2013), 20He et al. (2019), 21Hill et al. (2019)
Fig. 3Interaction effect between HvCEN and VRN-H1 on heading time in the Orria x Plaisant population, estimated in 5 field trials. The x-axis represents the average Julian days to flowering per trial. The additive effect of HvCEN represented in the y-axis is calculated as the average effect in flowering time when one HII allele is substituted by one HI allele. The solid line represents the HvCEN effect across heading times in the presence of the winter vrn-H1 allele. The dashed line represents the HvCEN effect across heading times in the presence of the reduced vernalization requirement VRN-H1-4 allele. The difference in flowering time between homozygous genotypes (HI-HII) would be double of the additive effect shown. Data reanalyzed from Mansour et al. (2014)
Fig. 4Allelic series, effects, interactions between genes and with the environment for six major flowering time genes of barley. Each gene is represented by a circle, sectors represent the alleles that have been reported with phenotypic effect for each gene. The scale of colors indicates the degree of promotion or repression for each allele, between brown (early) and blue (late). Blue boxes indicate external or internal cues. Green lines with arrows and red lines with blunt ends, respectively indicate positive and negative regulatory actions. Black lines indicate epistatic interactions detected in different types of studies: round, gene x gene interaction; arrowed, QTL x QTL interaction. The TF badge (transcription factor) indicates evidence for protein-DNA interaction. The thermometer icon indicates that the QTL x QTL interaction was observed under high temperature. The arrow within the PPD-H1 circle indicates earliness conferred by the insensitive ppd-H1 allele under short days, and the opposite under long days. The arrow within the HvCEN circle indicates a crossover interaction of the effect of haplotypes I and II dependent on the VRN-H1 allele. LD long days, SD short days