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Fine mapping of a minor-effect QTL, DTH12, controlling heading date in rice by up-regulation of florigen genes under long-day conditions

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Heading date is a key determinant of regional and seasonal adaptation in rice (Oryza sativa L.). A minor-effect quantitative trait locus (QTL), QTL for D ays t o h eading 12a (qDTH-12a), with unknown genetic action was previously coarsely detected in a recombinant inbred line population. The study reported here was designed to better define the qDTH-12a locus (designated as DTH12) in advanced segregating populations. DTH12 was initially verified in chromosome segment substitution line CSSL84. A CSSL84/Asominori//Asominori BC4F2 population was then developed, and a near-isogenic line (NIL), NIL(DTH12), was subsequently selected from this population using marker-assisted tracking that headed 8 days later than Asominori under long-day (LD) conditions but which was not significantly different in heading date in short-day environments. Using 358 Asominori/NIL(DTH12) F2:3 families grown under LD conditions, we were able to initially map DTH12 to a 26-cM interval between markers InDel12-1 and RM6296. F3 individuals heterozygous for the DTH12 regions were then chosen, and 2,388 F4:5 families were used for fine mapping. DTH12 was finally dissected as a single gene and delimited to a 153-kb genomic region with 32 open reading frames. Compared with Asominori, NIL(DTH12) showed reduced transcription of the florigen genes Heading date 3a and RICE FLOWERING LOCUS T 1, suggesting that DTH12 functions as an up-regulator of florigen genes during floral induction under LD conditions. DTH12 was also found to have an important role in rice adaptation and breeding for precise control of seed maturity. These findings provide a firm basis for cloning this minor-effect QTL involved in rice flowering.
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Fine mapping of a minor-effect QTL, DTH12, controlling
heading date in rice by up-regulation of florigen genes
under long-day conditions
Zhengzheng Zhong Weixun Wu Hongjun Wang Liping Chen
Linglong Liu Chunming Wang Zhigang Zhao Guangwen Lu
He Gao Xiangjin Wei Chuanyuan Yu Mingjiang Chen Yingyue Shen
Xin Zhang Zhijun Cheng Jiulin Wang Ling Jiang Jianmin Wan
Received: 5 July 2013 / Accepted: 23 January 2014/ Published online: 11 March 2014
ÓSpringer Science+Business Media Dordrecht 2014
Abstract Heading date is a key determinant of
regional and seasonal adaptation in rice (Oryza sativa
L.). A minor-effect quantitative trait locus (QTL), QTL
for Days to heading 12a (qDTH-12a), with unknown
genetic action was previously coarsely detected in a
recombinant inbred line population. The study
reported here was designed to better define the
qDTH-12a locus (designated as DTH12) in advanced
segregating populations. DTH12 was initially verified
in chromosome segment substitution line CSSL84.
A CSSL84/Asominori//Asominori BC
4
F
2
population
was then developed, and a near-isogenic line (NIL),
NIL(DTH12), was subsequently selected from this
population using marker-assisted tracking that headed
8 days later than Asominori under long-day (LD)
conditions but which was not significantly different in
heading date in short-day environments. Using 358
Asominori/NIL(DTH12)F
2:3
families grown under LD
conditions, we were able to initially map DTH12 to a
26-cM interval between markers InDel12-1 and
RM6296. F
3
individuals heterozygous for the DTH12
regions were then chosen, and 2,388 F
4:5
families were
used for fine mapping. DTH12 was finally dissected as
a single gene and delimited to a 153-kb genomic region
with 32 open reading frames. Compared with Asomi-
nori, NIL(DTH12) showed reduced transcription of the
florigen genes Heading date 3a and RICE FLOWER-
ING LOCUS T 1, suggesting that DTH12 functions as
an up-regulator of florigen genes during floral induc-
tion under LD conditions. DTH12 was also found to
have an important role in rice adaptation and breeding
for precise control of seed maturity. These findings
provide a firm basis for cloning this minor-effect QTL
involved in rice flowering.
Keywords Oryza sativa DTH12 Heading
date Minor-effect QTL Near-isogenic line
Introduction
As sessile organisms, the ability of plants to adapt to
natural environments is essential for ecological prosper-
ity. Flowering time (i.e., heading date in rice) represents
Zhengzheng Zhong, Weixun Wu and Hongjun Wang have
contributed equally to this work.
Electronic supplementary material The online version of
this article (doi:10.1007/s11032-014-0035-1) contains supple-
mentary material, which is available to authorized users.
Z. Zhong X. Zhang Z. Cheng J. Wang J. Wan (&)
National Key Facility for Crop Gene Resources and
Genetic Improvement, Institute of Crop Sciences, Chinese
Academy of Agricultural Sciences, Beijing 100081, China
e-mail: wanjm@caas.net.cn
Z. Zhong W. Wu H. Wang L. Chen
L. Liu C. Wang Z. Zhao G. Lu H. Gao
X. Wei C. Yu M. Chen Y. Shen L. Jiang J. Wan
National Key Laboratory for Crop Genetics and
Germplasm Enhancement, Jiangsu Plant Gene
Engineering Research Center, Nanjing Agricultural
University, Nanjing 210095, China
123
Mol Breeding (2014) 34:311–322
DOI 10.1007/s11032-014-0035-1
an important ecological trait for adaptation to specific
growing seasons and regions. Photoperiodic sensitivity
determines the transformation from vegetative to repro-
ductive stages and is one of the most important regulators
of flowering in rice (Hayama and Coupland 2004;
Putterill et al. 2004). Allelic variation in genes controlling
these traits in rice is vital for adaptation to specific
environments (Izawa 2007;Xueetal.2008;Wuetal.
2013). For example, at higher latitudes, alleles control-
ling early flowering and photoperiod insensitivity are
essential to enable harvesting before the onset of cold
weather prevents successful seed setting and completion
of the life cycle (Izawa 2007).
Quantitative trait locus (QTL) analysis is used as a
powerful tool to decipher genetic control of heading
date in rice. Many QTLs underlying natural variation in
heading date have been identified (Hd1-Hd3a, Hd3b-
Hd17), and some of these have been cloned by map-
based cloning strategies (Yano et al. 2001; Matsubara
et al. 2008a; Komiya et al. 2009; Tsuji et al. 2011;
Brambilla and Fornara 2013). Among these, Heading
date 3a (Hd3a) and RICE FLOWERING LOCUS T 1
(RFT1, a close paralog of Hd3a), were recently
identified as a short-day (SD) and long-day (LD)
florigen in rice, respectively (Kojima et al. 2002;
Tamaki et al. 2007; Komiya et al. 2009; Tsuji et al.
2011,2013). Under SD conditions, the clock-compo-
nent OsGIGANTEA (OsGI) activates the zinc-finger
transcription factor Heading date 1 (Hd1), which in
turn promotes heading by inducing the florigen Hd3a
only under SD conditions—under LD conditions
activation of flowering is changed to suppression
(Yano et al. 2000; Hayama et al. 2003). In addition, rice
has a unique Hd1-independent flowering pathway
mediated by Early heading date 1 (Ehd1), which
positively regulates the expression of Hd3a and RFT1
to promote flowering (Doi et al. 2004). Under LD
conditions, expression of the florigen Hd3a/RFT1 is
regulated by an ‘LD-suppression pathway’ and an
‘LD-promotion pathway’ (Tsuji et al. 2011). In
addition to the OsGI-Hd1-Hd3a suppression pathway
under LD conditions, other suppression pathways
(Ghd7,DTH8/Ghd8,OsMADS56,OsCOL4,PHYB,
SE5,Ghd7.1/OsPRR37,Ef7/OsELF3/Hd17, and EL1/
Hd16) or promotion pathways (RID1/OsID1/Ehd2,
Ehd3,Ehd4,OsMADS50,OsMADS51, and SDG724)
integrate at Ehd1 (Lee et al. 2004; Kim et al. 2007;
Matsubara et al. 2008b,2011,2012; Park et al. 2008;
Wu et al. 2008; Xue et al. 2008; Andre
´s et al. 2009; Ryu
et al. 2009; Lee et al. 2010; Wei et al. 2010; Ishikawa
et al. 2011; Yan et al. 2011,2013; Saito et al. 2012; Sun
et al. 2012; Zhao et al. 2012; Gao et al. 2013; Koo et al.
2013; Kwon et al. 2014). DTH2 (for Days to heading on
chromosome 2) also promotes heading under LD
conditions by inducing the florigen genes and acts
independently of Hd1 and Ehd1 (Wu et al. 2013).
Although these studies have contributed significantly
to our understanding of the genetic control of flowering
in rice under LD conditions, there may be additional,
unknown genes/minor-effect QTLs and genetic vari-
ations that contribute to the wide adaptability of
cultivated rice throughout the world.
Yu (2005) identified a minor-effect QTL, QTL for
Days to heading 12a (qDTH-12a), in a recombinant
inbred line (RIL) population derived from a cross
between Asominori (japonica) and IR24 (indica). The
qDTH-12a locus was located on the short arm of
chromosome 12 (LOD score 3.96) and explained
9.29 % of the phenotypic variance in the RIL popu-
lation. Due to the small size of the RIL population (only
71 lines) used for this QTL analysis and possible
masking effects from several other major-effect QTLs
(Yu 2005), the specific genetic effects of qDTH12 were
not fully elucidated.
The objective of this study was to define qDTH-12a
more precisely by marker-assisted backcrossing. A set
of chromosome segment substitution lines (CSSLs)
and an advanced secondary population was developed
to dissect qDTH12. We resolved qDTH-12a as a single
gene and designated it as DTH12. Moreover, we found
that DTH12 induced heading by up-regulating Hd3a
and RFT1. Our study provides a new opportunity for
the isolation of a minor-effect QTL controlling rice
flowering.
Materials and methods
Isolation of the near-isogenic line
Asominori (a temperate japonica variety from
Japan), as recurrent parent, was backcrossed with
IR24 (an indica variety from the International Rice
Research Institute) using marker-assisted selection
(MAS) and following the scheme presented in
Electronic Supplementary Material (ESM) Fig. 1.
312 Mol Breeding (2014) 34:311–322
123
First, 71 F
7
RILs were derived from a cross between
Asominori and IR24 by single-seed descent (Tsu-
nematsu et al. 1996). Nineteen RILs were then
selected and backcrossed to Asominori until the
BC
3
F
1
generation to produce a series of CSSLs with
the Asominori background; 66 CSSLs were subse-
quently selected from the BC
3
F
2
(Kubo et al. 1999).
CSSL84, a CSSL with several IR24 introgressed
segments in the Asominori genetic background
(Kubo et al. 1999), also contains the DTH12 locus.
To further reduce the size of the introgressed
segment, CSSL84 was backcrossed four times to
Asominori, and the resulting BC
4
F
1
plants were self-
pollinated to construct a CSSL84/Asominori BC
4
F
2
population with 288 plants. From this population, a
near-isogenic line (NIL) [NIL(DTH12)] harboring a
homozygous 26-cM segment of IR24 at the DTH12
locus in the Asominori background was selected by
screening molecular markers on all chromosomes. In
NIL(DTH12), the IR24 fragment was flanked by the
markers InDel12-1 and RM6296 on chromosome 12.
Growth conditions
Asominori and NIL(DTH12) were grown under four
different growth regimes: Beijing natural LD (NLD)
conditions (northern China, 116.4°E, 39.9°N, day
length [15 h), Hainan natural SD (NSD) conditions
(southern China, 110.0°E, 18.5°N, day length \12 h),
controlled LD (CLD) conditions (14 h light, 30 °C/
10 h darkness, 25 °C), and controlled SD (CSD)
conditions (10 h light, 30 °C/14 h darkness, 25 °C).
Light in the artificially controlled growth cabinets was
provided by fluorescent lamps at an intensity of
300 lmol m
-2
s
-1
; humidity was set at 70 %.
Phenotypic evaluation
Days to heading of individual plants were recorded as
the number of days from seeding to heading. In
segregating populations, a late-heading plant was
defined as a plant which headed later than
NIL(DTH12), and a late-heading family was one in
which all 20 of the randomly selected plants headed at
the same time as, or later than, NIL(DTH12). Seed
maturity percentages were measured as described
previously (Wu et al. 2013).
DNA marker analysis
Total DNA was extracted from leaves using the
method described previously (Murray and Thompson
1980). Polymorphisms between CSSL84 and Asomi-
nori were screened using simple sequence repeat
(SSR) primers (McCouch et al. 2002; International
Rice Genome Sequencing Project 2005) and insertion/
deletion (InDel) markers which covered the genomic
region harboring the IR24 segments. Polymorphic
markers and the phenotypic data were used for QTL
analysis. Based on the distributions of the SSR and
InDel markers and initial mapping of DTH12, more
InDel markers were designed for the fine mapping of
DTH12. Primer pairs were designed with Primer
Premier ver. 5.0 (PREMIER Biosoft International,
Palo Alto, CA) software. The sequence information is
listed in ESM Table 1.
The PCR assay of the SSR and InDel markers was
performed in a 20-lL reaction volume containing
2lL of template DNA (20 ng lL
-1
), 1 lL of each
primer (10 lML
-1
), 1 lL dNTP (10 mM L
-1
), 19
buffer (Mg
2?
plus), and 0.2 lL Taq DNA polymerase
(5 U lL
-1
). Amplifications were carried out in a
070–951 Thermocycler (Biometra GmbH, Go
¨ttingen,
Germany) under the following conditions: one cycle at
98 °C for 3 min, followed by 35 cycles of 30 s at
94 °C, 30 s at 55 °C, and 1 min at 72 °C, with a final
extension of 7 min at 72 °C. Amplified DNA products
were separated by gel electrophoresis on 8 % poly-
acrylamide gels in 0.59TBE buffer and visualized by
silver staining (Bassam et al. 1991).
QTL analysis
The linkage map of the Asominori/IR24 RIL popula-
tion, including 375 restriction fragment length poly-
morphis markers (Tsunematsu et al. 1996), was used
for QTL analysis. An SSR marker linkage map of the
CSSL84/Asominori BC
4
F
2
population was con-
structed using MAPMAKER/EXP ver. 3.0 (Lander
et al. 1987). Additive QTLs for heading date were
detected by inclusive composite interval mapping
(ICIM) (Li et al. 2007). In the first step of ICIM,
Pvalues of 0.01 for entering variables (PIN) and 0.02
for removing variables (POUT) were used to select
significant markers. In the second step, a threshold
limit of detection (LOD) of 3.0 was used to declare a
Mol Breeding (2014) 34:311–322 313
123
QTL significant. The gene action of an identified QTL
was evaluated by the ttest to identify significant
differences between phenotypic values of the recur-
rent parent Asominori and those of lines harboring the
target QTL alleles derived from the donor parent IR24.
Fine mapping
NIL(DTH12) and Asominori were crossed, and the
resulting F
1
was self-pollinated to produce a popula-
tion of F
2:3
families. Late-heading F
2:3
families were
selected for the preliminary mapping of DTH12.F
4:5
families were further developed from the F
3
individ-
uals to expand the mapping populations and fine-map
the DTH12 locus.
Quantitative reverse transcriptase-PCR analysis
For the diurnal expression analysis, penultimate leaves
were collected from 68- and 36-day-old plants grown
under CLD and CSD conditions, respectively. Three
plants each of Asominori and NIL(DTH12)were
harvested at 4-h intervals during a 24-h period. Total
RNA was extracted from leaves usingthe RNeasy Plant
Mini kit (Qiagen, Hilden, Germany), and then 20 lLof
cDNA was synthesized using 1 lgRNAinaQuanti-
Tect
Ò
Reverse Transcription kit (Qiagen). Quantitative
restriction transcriptase (RT)-PCR (qRT-PCR) assays
of the 20-lL reaction volumes were carried out using
0.5 lL cDNA, 0.2 lM of each gene-specific primer, and
SYBR
Ò
Premix Ex Taq
TM
Kit (TaKaRa, Otsu, Japan) in
an ABI PRISM 7900HT (Applied Biosystems, Foster
City, CA). The rice Ubiquitin (UBQ)gene
(LOC_Os03g13170) was used as the internal control.
Primers for the qRT-PCR assay of UBQ,Hd3a,RFT1,
Hd1,Ehd1,RID1/OsID1/Ehd2,Ehd3,OsMADS50,
OsMADS51,Ghd7,DTH8/Ghd8,PHYB,andSE5 were
obtained from previous studies (Wu et al. 2013); those
for Ehd4 were obtained from Gao et al. (2013). The
primers for OsGI were 50-CCTTGAAGCCATCATC
TGTTG-30and 50- GGCCTGGATCGACGAAATA-30;
those for OsMADS56 were 50-GCCCCCAGCCTACA
GAAA-30and 50-TTTTCCGTCTGGACTCATCAAG-30;
those for OsCOL4 were 50-GAACACTCCATGGCC
CACAG-30and 50-CCCTCTCCTTCCCCTTGCT-30.
The qRT-PCR conditions consisted of one cycle of
95°C for 30 s and 40 cycles of 95 °C for 5 s and 60 °C
for 30 s; at the disassociation stage, the conditions
were 95 °C for 15 s, 60 °C for 1 min, and 95 °C for
15 s. Data were analyzed according to the relative
quantification method (Livak and Schmittgen 2001).
Statistical analysis
Data for comparison included at least ten samples.
ttests were carried out using Microsoft Excel 2007 and
significance levels of P=0.01 or P=0.05.
Results
Detection of QTLs for heading date
and development of a NIL
The CSSL line CSSL84 which carried a chromosome
segment of IR24 containing the DTH12 locus in the
Asominori genetic background was selected to vali-
date DTH12 (Fig. 1a). A linkage map for the short arm
of chromosome 12 was constructed from a BC
4
F
2
population comprising 80 individuals derived from a
cross between CSSL84 and Asominori. DTH12 was
mapped in a 26-cM region flanked by markers
InDel12-1 and RM6296, co-segregating with RM20
(Fig. 1b); it had a LOD value of 7.79 and explained
31.71 % of the phenotypic variance (ESM Table 2).
The allele from IR24 contributed to an increased
number of days to heading.
The NIL line NIL(DTH12) was selected from the
CSSL84/Asominori//Asominori BC
4
F
2
population
using SSR and InDel markers. This line contained
only a 26-cM homozygous IR24 segment in the
Asominori background and harbored the DTH12 locus
Fig. 1 Coarse mapping of DTH12.aSketched map of the
CSSL84 genotype. White and black bars Asominori background
and IR24 insertion fragments, respectively. bGenetic map of
DTH12 on chromosome 12 constructed from 80 plants in a
CSSL84/Asominori BC
4
F
2
population
314 Mol Breeding (2014) 34:311–322
123
between markers InDel12-1 and RM6296. Genotype
analysis indicated that NIL(DTH12) was 96.875 %
isogenic with Asominori.
Phenotypes of Asominori and NIL(DTH12) in four
environmental regimes
Field examination showed that the heading date for
NIL(DTH12) (134.5 ±0.5 days) was 8.3 days later
than that for Asominori (126.2 ±0.4 days) under
NLD conditions. In contrast, there was no significant
difference in heading date between NIL(DTH12)
(68.7 ±0.9 days) and Asominori (66.9 ±1.1 days)
under NSD conditions (Fig. 2a, b). Similar patterns for
the two genotypes were observed in the controlled
conditions (Fig. 2b). Under CLD conditions, days to
heading for NIL(DTH12) was 96.0 ±1.7, an increase
of 9.1 days compared with Asominori (86.9 ±0.9).
Under CSD conditions, there was no significant
difference in days to heading between NIL(DTH12)
(55.8 ±0.9 days) and Asominori (54.5 ±0.7 days).
Under NLD conditions, 81.5 % of Asominori grains
had reached maturity (judged by yellow seed coat
pigmentation) at harvest, compared with only 24.8 %
of NIL(DTH12) grains (Fig. 2c, d). This difference
was possibly due to the lower temperature during seed
ripening of NIL(DTH12) than of Asominori, as
NIL(DTH12) headed 8.3 days later than Asominori
when cold weather is approaching. In contrast, the seed
maturity percentages of Asominori and NIL(DTH12)
were both 100.0 % under NSD conditions (Fig. 2d).
These results indicate that in the Asominori genetic
background the Asominori allele of DTH12 is better
adapted to NLD (especially low temperature) environ-
ments in terms of reproductive fitness.
Comparative leaf emergence rates for Asominori
and NIL(DTH12) were investigated to determine
whether a prolongation of the plastochron and a
decreased growth rate might lead to the late heading
of NIL(DTH12). An almost consistent leaf emergence
rate was observed between Asominori and
NIL(DTH12) under both CLD and CSD conditions
(ESM Fig. 2). Hence, growth rates were not affected in
the NIL(DTH12) plants, suggesting that the major role
of DTH12 in rice is to control floral transition under LD
conditions.
Fine mapping of the QTL DTH12
For fine mapping, NIL(DTH12) was initially crossed
with Asominori. Days to heading of the F
1
(128.5 ±0.7 days) was intermediate between that of
Asominori (126.2 ±0.4 days) and that of
NIL(DTH12) (134.5 ±0.5 days), but was slightly
skewed toward earliness. Using a single-locus additive
and dominance quantitative genetics model, we
Fig. 2 Comparison of the parental lines used for fine mapping
of DTH12.aPhenotypes of Asominori (Aso) and its near-
isogenic line (NIL) with DTH12 under natural long-day (NLD)
conditions in Beijing. Photo was taken when Aso was heading.
bDays to heading of Aso and NIL plants under four different
growth regimes. NSD Natural short-day, CLD control long-day,
CSD control short-day. Probabilities of difference (P) values
were obtained in two-tailed ttests. cBrown rice grains from Aso
and NIL plants harvested 60 days after heading of Aso under
NLD conditions. dSeed maturity percentages of Aso and NIL
plants grown under NLD and NSD conditions, respectively.
Numbers in columns Number of plants. Data are given as
mean ±standard error
Mol Breeding (2014) 34:311–322 315
123
determined the additive (a) and dominance (d) effects
to be -4.2 and -1.9 days, respectively, and the degree
of dominance (d/a) to be 0.45. The negative additive
effect indicated that the Asominori allele of DTH12
reduced the number of days to heading. The dominance
effect had the same direction as the additive effect,
suggesting that the Asominori allele of DTH12 was
partially dominant to the IR24 allele. Among 248 F
2
plants, the observed phenotypes (2 homozygous early
heading plants: 117 heterozygous plants: 129 homo-
zygous late heading plants; Fig. 3) did not fit a 1:2:1
segregation ratio (v
2
=130.86 [v
20.05 (2)
=5.99,
P=3.83 910
-29
). The extreme segregation distor-
tion was likely due to linkage between DTH12 and a
gametophytic reproductive factor (Harushima et al.
2001).
Two hundred late-heading families were selected
from 358 Asominori/NIL(DTH12)F
2:3
families under
NLD conditions. DTH12 was initially mapped to a
26-cM interval between markers InDel12-1 and
RM6296 (Fig. 4a). To enlarge the mapping popula-
tions, we developed 2,388 F
4:5
families from the F
3
individuals harboring heterozygous DTH12 regions,
and ultimately selected 1,227 late-heading lines to
fine-map the DTH12 locus. With the markers InDel12-
1 and RM6296, we chose 58 and 186 recombinants,
Fig. 3 Distribution of days to heading in a NIL(DTH12)/
Asominori F
2
population under natural long-day conditions.
Black bars Homozygous early heading plants, white bars
homozygous late heading plants, shaded (gray)region hetero-
zygous plants
Fig. 4 High-resolution mapping of DTH12.aThe DTH12
locus was initially mapped between markers InDel12-1 and
RM6296 on chromosome 12S. Gray bar The qS12 location
(Zhang et al. 2011). bFine mapping of the DTH12 locus using
1,227 recessive families. Number of recombinant individuals is
given below the marker name.cThe DTH12 locus was delimited
to a 153-kb region between markers W020 and W018 on
Nipponbare bacterial artificial chromosome contigs OS-
JNBb00119L20 and OJ1085_G07. d32 open reading frames
were predicted between the W020 and W018 markers;
arrowheads gene directions
316 Mol Breeding (2014) 34:311–322
123
respectively (Fig. 4b). Eleven markers (ESM Table 1)
were developed to identify further recombinants, and
five and six recombination events were identified with
InDel markers W005 and W014, respectively
(Fig. 4b). Finally, DTH12 was narrowed to a 153-kb
genomic region in Nipponbare (japonica reference
sequence) spanning contigs OSJNBb00119L20 and
OJ1085_G07 (Rice Genome Annotation Project,
http://rice.plantbiology.msu.edu/; Fig. 4c) and
flanked by InDel markers W020 and W018 (Fig. 4b).
The six molecular markers surrounding DTH12 in the
key recombinants and phenotypes of their progeny are
shown in ESM Table 3. Based on the Rice Genome
Annotation Project, 32 putative open reading frames
(ORFs) were predicted in this region (ESM Table 4).
The corresponding region of the indica genome rep-
resented by the sequenced cultivar 93-11 spans
174 kb. Due to possible different genome structure
among genotypes, sequencing of this genomic region
in Asominori and IR24 will be needed to predict the
gene models in the region.
Relation between DTH12 and other photoperiodic
genes
The photoperiodic response of DTH12 suggested that
it could participate in a photoperiodic pathway playing
a central role in control of flowering time in rice
(Komiya et al. 2009). To understand the molecular
basis of DTH12 in photoperiodic control of flowering,
we performed qRT-PCR assays to examine mRNA
abundance of several previously reported photope-
riod-related genes in Asominori and NIL(DTH12)
plants under both CLD and CSD conditions. Interest-
ingly, two florigen genes, Hd3a and RFT1, showed
higher expression levels in Asominori than in
NIL(DTH12) under CLD conditions (Fig. 5a, b).
However, no significant differences were observed
under CSD conditions (Fig. 5f, g). This result is
consistent with the absence of significant phenotypic
differences in number of days to heading between
Asominori and NIL(DTH12) under CSD conditions.
Hd1 and Ehd1 are known to be independent
regulators of Hd3a and RFT1 (Komiya et al. 2009).
We examined their mRNA levels in Asominori and
NIL(DTH12) to investigate whether both genes were
regulated by DTH12. However, the expression levels
of Hd1 and Ehd1 were not significantly different
between Asominori and NIL(DTH12) under both CLD
and CSD conditions (Fig. 5c, d, h, i). Moreover, six
positive regulators (OsGI,RID1/OsID1/Ehd2,Ehd3,
Ehd4,OsMADS50, and OsMADS51) and six negative
regulators (Ghd7,DTH8/Ghd8,OsMADS56,Os-
COL4,PHYB, and SE5) were examined to test whether
DTH12 affected the expression of other regulators of
the Hd1 or Ehd1 pathways. Similarly, no significant
differences in the expression of these regulators were
detected between Asominori and NIL(DTH12) under
both CLD (ESM Fig. 3) and CSD (ESM Fig. 4)
conditions. These results suggest that DTH12 up-
regulates the florigen genes, but has no effect on the
Hd1 and Ehd1 pathways.
DTH2 was recently identified as a floral activator
independent of Hd1 and Ehd1 (Wu et al. 2013).
Therefore, we then checked whether the DTH12
regulation of florigen genes was mediated through
DTH2. However, the expression of DTH2 was not
different in Asominori and NIL(DTH12) (Fig. 5e, j),
suggesting that DTH2 is not downstream of DTH12 in
the gene regulatory network of flowering. Thus, our
observations suggest that DTH12 could be a floral
activator promoting heading by up-regulating Hd3a
and RFT1 under LD conditions, while the upstream
genes of DTH12 remain as yet unknown.
Discussion
DTH12 is a QTL controlling heading date
on the duplicated segment of chromosome 12
There is a conserved segmental duplication between
the distal ends of the short arms of chromosomes 11
and 12 of approximately 2 Mb (Jiang et al. 2007;
Jacquemin et al. 2009). It is difficult to perform fine
mapping of genes on the distal ends of these chromo-
some arms due to their high similarity. Recent
progress in the complete genome sequencing of rice
provides opportunities to explore SSR and InDel
markers exhibiting polymorphisms between highly
similar sequences. In the study reported here, we
developed polymorphic SSR and InDel markers and
successfully mapped a QTL named DTH12 control-
ling heading date on the short arm of chromosome 12.
The QTL was delimited to a 153-kb genomic region
between InDel markers W020 and W018 (Fig. 4b, c).
Mol Breeding (2014) 34:311–322 317
123
Fig. 5 Diurnal expression
analysis of Hd3a,RFT1,
Hd1,Ehd1, and DTH2 in
Asominori (Aso) and its NIL
with DTH12 (NIL) under
controlled long-day (CLD)
(ae) and controlled short-
day (CSD) conditions (f
j) using qRT-PCR. Open
and filled bars Light and
dark periods, respectively.
UBQ Ubiquitin. The
mean ±standard deviations
were obtained from three
technical and two biological
replications
318 Mol Breeding (2014) 34:311–322
123
The target DNA segment is located in the 2-Mb
duplicated segment of chromosome 12.
Segregation distortion is a common feature in
crosses between indica and japonica cultivars due to
gametophytic reproductive barriers (Harushima et al.
2001). In the NIL(DTH12)/Asominori F
2
population,
segregation at the DTH12 locus did not fit the expected
segregation for a single Mendelian locus. Recently,
Zhang et al. (2011) reported that a major QTL (qS12)
causing male semi-sterility was a segregation distor-
tion locus and was located in an approximately 400-kb
DNA segment between markers MS062 and MS102 in
the distal part chromosome 12S. Because W020 is
located only 64 kb from MS102 (Fig. 4a; Zhang et al.
2011), qS12 should be tightly linked to DTH12 and
could, therefore, be the cause of the severe segregation
distortion of days to heading in our F
2
population.
There is an abundance of published studies on
heading date in rice (see review Komiya et al. 2009;
Tsuji et al. 2011; Brambilla and Fornara 2013). The
chromosome locations and genetic effects of numer-
ous heading date QTLs have been deposited in
Gramene (http://www.gramene.org). Using the same
Asominori/IR24 RIL population, Yu (2005) identified
12 heading date QTLs; in our study, we focused on
only one of these, DTH12. However, another gene
(SPL11) regulating flowering was isolated on chro-
mosome 12 which is a premature-termination muta-
tion that results in delayed flowering in rice under LD
conditions but has no effect under SD ones, similar to
DTH12 allele from IR24. Because DTH12 resides in
the physical position between 1,086,934 bp and
1,239,880 bp of the short arm of chromosome 12,
whereas SPL11 resides between 23,616,936 bp and
23,621,605 bp of the long arm, they should obviously
be different genes. The mutation of SPL11 showed
spotted leaves, and it negatively regulated pro-
grammed cell death and disease resistance (Vega-
Sa
´nchez et al. 2008); we observed no such phenotypes
in plants carrying DTH12 alleles (Fig. 2a). In addition,
a heading date QTL (Hd13) was detected using a
BC
2
F
2
population derived from a cross between indica
cultivar Nona Bokra and japonica cultivar Koshihikari
under NLD conditions. Hd13 was identified in an
approximate 1.9-Mb interval between markers R3375
and R1869 on chromosome 12 (Yano et al. 2001; Uga
et al. 2007). Although W018 is located approximately
4.4 Mb from R3375 in japonica cultivar Nipponbare
(Uga et al. 2007), we could not rule out the possibility
that DTH12 might be the same as Hd13 due to the
different populations used in mapping the two QTLs.
Further analyses, such as map-based cloning and
sequence comparison, will be required to determine
the relationship between these two loci.
DTH12 promotes heading by up-regulating Hd3a
and RFT1 under LD conditions
The northern geographic limit of the wild rice
progenitor Oryza rufipogon is around 28°N, whereas
cultivated rice is now grown between latitudes 55°N
and 36°S (Khush 1997; Izawa 2007). Izawa (2007)
proposed that two independent floral pathways (Hd1-
dependent and Ehd1-dependent) controlled flowering
in rice. Recently, Wu et al. (2013) indicated that DTH2
functions independently of Hd1 and Ehd1 to induce
flowering under LD conditions. In our study, we
showed that DTH12 specifically promotes heading
under LD conditions by inducing Hd3a and RFT1, but
that it has no effect on Hd1,Ehd1,orDTH2 (Fig. 5a–
e). To clarify whether DTH12 is downstream or
independent of Hd1,Ehd1, and/or DTH2, we need to
isolate DTH12 and to check its expression in NILs
carrying non-functional Hd1,Ehd1 or DTH2 alleles.
Our results do, however, provide some promising
candidate genes for future work.
DTH12 is a minor-effect QTL and useful in rice
breeding
Heading dateis one of the mostimportant traits enabling
rice to adapt to seasonal differences and specific growth
conditions (Izawa 2007). Successful sexual reproduc-
tion in flowering plants depends on the appropriate
timing of flowering, which is an important means of
plant adaptation to environmental changes. Asominori
is a temperate japonica cultivar adapted to the temperate
region of Japan,and IR24 is an indica cultivar adapted to
the tropical region of Philippines. Cropping regions of
Asominori are more northerly than IR24, suggesting
that some traits involving regional adaptability, such as
heading date, differ between them. In this study, we
found that DTH12 is a minor-effect QTL with a
relatively small effect on heading date under NLD
conditions (affecting heading date by about 8 days;
Fig. 2a, b). However, it is notable that the change in
heading date by several days may lead to a large
difference in grain yield and reproductive fitness as
Mol Breeding (2014) 34:311–322 319
123
indicated by higher percentages of mature seeds
(Fig. 2c, d). These results suggest that the Asominori
allele of DTH12 is better adapted to LD conditions.
Many researchers have found that flowering time is
a complex trait determined by numerous minor-effect
QTLs (Buckler et al. 2009; Huang et al. 2011). Since
the effect of DTH12 among F
2
individuals was small
and easily affected by environment, we used back-
cross-derived F
2:3
and F
4:5
families as the final
mapping populations in order to identify genotypes
and finally to locate DTH12 to a region of 153 kb. A
similar strategy was used to map a minor-effect QTL
DTH2 controlling heading date (Wu et al. 2013).
Despite its minor effect, DTH12 could be useful in
breeding by changing heading date and seed maturity
in the same way as DTH2. Using MAS, if we wanted to
cultivate in northern China an elite germplasm origi-
nating in southern China that carries the IR24 allele of
DTH12, we could introduce the Asominori allele of
DTH12 into this variety to replace the IR24 allele of
DTH12 in order to achieve earlier heading and better
fitness under the growing conditions in northern China.
In conclusion, we have identified a minor-effect
QTL with more precision and fine-mapped it to a
153-kb genomic region. Further study of this new
locus for flowering time in rice will contribute to our
basic understanding of adaptation and may be useful
for marker-assisted breeding.
Acknowledgments We thank Dr. Atsushi Yoshimura
(Kyushu University, Japan) for providing the CSSL
population. This work was supported by grants from the 973
Program of China (Grants 2010CB125904-4).
References
Andre
´s F, Galbraith DW, Talo
´n M, Domingo C (2009) Analysis
of PHOTOPERIOD SENSITIVITY5 sheds light on the role
of phytochromes in photoperiodic flowering in rice. Plant
Physiol 151:681–690
Bassam BJ, Caetano-Anolle
´s G, Gresshoff PM (1991) Fast and
sensitive silver staining of DNA in polyacrylamide gels.
Anal Biochem 196:80–83
Brambilla V, Fornara F (2013) Molecular control of flowering in
response to day length in rice. J Integr Plant Biol
55:410–418
Buckler ES, Holland JB, Bradbury PJ, Acharya CB, Brown PJ,
Browne C, Ersoz E, Flint-Garcia S, Garcia A, Glaubitz JC,
Goodman MM, Harjes C, Guill K, Kroon DE, Larsson S,
Lepak NK, Li H, Mitchell SE, Pressoir G, Peiffer JA, Rosas
MO, Rocheford TR, Romay MC, Romero S, Salvo S,
Sanchez Villeda H, da Silva HS, Sun Q, Tian F, Up-
adyayula N, Ware D, Yates H, Yu J, Zhang Z, Kresovich S,
McMullen MD (2009) The genetic architecture of maize
flowering time. Science 325:714–718
Doi K, Izawa T, Fuse T, Yamanouchi U, Kubo T, Shimatani Z,
Yano M, Yoshimura A (2004) Ehd1, a B-type response
regulator in rice, confers short-day promotion of flowering
and controls FT-like gene expression independently of
Hd1. Genes Dev 18:926–936
Gao H, Zheng XM, Fei G, Chen J, Jin M, Ren Y, Wu W, Zhou K,
Sheng P, Zhou F, Jiang L, Wang J, Zhang X, Guo X, Wang
JL, Cheng Z, Wu C, Wang H, Wan JM (2013) Ehd4
encodes a novel and Oryza-genus-specific regulator of
photoperiodic flowering in rice. PLoS Genet 9:e1003281
Harushima Y, Nakagahra M, Yano M, Sasaki T, Kurata N
(2001) A genome-wide survey of reproductive barriers in
an intraspecific hybrid. Genetics 159:883–892
Hayama R, Coupland G (2004) The molecular basis of diversity
in the photoperiodic flowering responses of Arabidopsis
and rice. Plant Physiol 135:677–684
Hayama R, Yokoi S, Tamaki S, Yano M, Shimamoto K (2003)
Adaptation of photoperiodic control pathways produces
short-day flowering in rice. Nature 422:719–722
Huang X, Zhao Y, Wei X, Li C, Wang A, Zhao Q, Li W, Guo Y,
Deng L, Zhu C, Fan D, Lu Y, Weng Q, Liu K, Zhou T, Jing
Y, Si L, Dong G, Huang T, Lu T, Feng Q, Qian Q, Li J, Han
B (2011) Genome-wide association study of flowering time
and grain yield traits in a worldwide collection of rice
germplasm. Nat Genet 44:32–39
International Rice Genome Sequencing Project (2005) The map-
based sequence of the rice genome. Nature 436:793–800
Ishikawa R, Aoki M, Kurotani K, Yokoi S, Shinomura T,
Takano M, Shimamoto K (2011) Phytochrome B regulates
Heading date 1 (Hd1)- mediated expression of rice florigen
Hd3a and critical day length in rice. Mol Genet Genomics
285:461–470
Izawa T (2007) Adaptation of flowering-time by natural and
artificial selection in Arabidopsis and rice. J Exp Bot
58:3091–3097
Jacquemin J, Laudie
´M, Cooke R (2009) A recent duplication
revisited: phylogenetic analysis reveals an ancestral
duplication highly-conserved throughout the Oryza genus
and beyond. BMC Plant Biol 9:146
Jiang H, Liu D, Gu Z, Wang W (2007) Rapid evolution in a pair
of recent duplicate segments of rice. J Exp Zool B Mol Dev
Evol 308:50–57
Khush GS (1997) Origin, dispersal, cultivation and variation of
rice. Plant Mol Biol 35(1–2):25–34
Kim SL, Lee S, Kim HJ, Nam HG, An G (2007) OsMADS51 is a
short-day flowering promoter that functions upstream of
Ehd1,OsMADS14,andHd3a. Plant Physiol 145:1484–1494
Kojima S, Takahashi Y, Kobayashi Y, Monna L, Sasaki T, Araki
T, Yano M (2002) Hd3a, a rice ortholog of the Arabidopsis
FT gene, promotes transition to flowering downstream of
Hd1 under short-day conditions. Plant Cell Physiol
43:1096–1105
Komiya R, Yokoi S, Shimamoto K (2009) A gene network for
long-day flowering activates RFT1 encoding a mobile
flowering signal in rice. Development 136:3443–3450
Koo BH, Yoo SC, Park JW, Kwon CT, Lee BD, An G, Zhang Z,
Li J, Li Z, Paek NC (2013) Natural variation in OsPRR37
320 Mol Breeding (2014) 34:311–322
123
regulates heading date and contributes to rice cultivation at
a wide range of latitudes. Mol Plant 6(6):1877–1888.
doi:10.1093/mp/sst088
Kubo T, Nakamura K, Yoshimura A (1999) Development of a
series of Indica chromosome segment substitution lines in
Japonica background of rice. Rice Genet Newsl
16:104–106
Kwon CT, Yoo SC, Koo BH, Cho SH, Park JW, Zhang Z, Li J,
Li Z, Paek NC (2014) Natural variation in Early flowering1
contributes to early flowering in japonica rice under long
days. Plant, Cell Environ 37(1):101–112. doi:10.1111/pce.
12134
Lander ES, Green P, Abrahamson J, Barlow A, Daly MJ, Lin-
coln SE, Newberg LA (1987) MAPMAKER: an interactive
computer package for constructing primary genetic linkage
maps of experimental and natural populations. Genomics
1:174–181
Lee S, Kim J, Han JJ, Han MJ, An G (2004) Functional analyses
of the flowering time gene OsMADS50, the putative
SUPPRESSOR OF OVEREXPRESSION OF CO 1/AGA-
MOUS-LIKE 20 (SOC1/AGL20) ortholog in rice. Plant J
38:754–764
Lee YS, Jeong DH, Lee DY, Yi J, Ryu CH, Kim SL, Jeong HJ,
Choi SC, Jin P, Yang J, Cho LH, Choi H, An G (2010)
OsCOL4 is a constitutive flowering repressor upstream of
Ehd1 and downstream of OsphyB. Plant J 63:18–30
Li H, Ye G, Wang J (2007) A modified algorithm for the
improvement of composite interval mapping. Genetics
175:361–374
Livak KJ, Schmittgen TD (2001) Analysis of relative gene
expression data using real-time quantitative PCR and the
2(-Delta Delta C (T)) method. Methods 25:402–408
Matsubara K, Kono I, Hori K, Nonoue Y, Ono N, Shomura A,
Mizubayashi T, Yamamoto S, Yamanouchi U, Shirasawa
K, Nishio T, Yano M (2008a) Novel QTLs for photoperi-
odic flowering revealed by using reciprocal backcross
inbred lines from crosses between japonica rice cultivars.
Theor Appl Genet 117:935–945
Matsubara K, Yamanouchi U, Wang ZX, Minobe Y, Izawa T,
Yano M (2008b) Ehd2, a rice ortholog of the maize
INDETERMINATE1 gene, promotes flowering by up-reg-
ulating Ehd1. Plant Physiol 148:1425–1435
Matsubara K, Yamanouchi U, Nonoue Y, Sugimoto K, Wang
ZX, Minobe Y, Yano M (2011) Ehd3, encoding a plant
homeodomain finger-containing protein, is a critical pro-
moter of rice flowering. Plant J 66:603–612
Matsubara K, Ogiso-Tanaka E, Hori K, Ebana K, Ando T, Yano
M (2012) Natural variation in Hd17, a homolog of Arabi-
dopsis ELF3 that is involved in rice photoperiodic flow-
ering. Plant Cell Physiol 53:709–716
McCouch SR, Teytelman L, Xu Y, Lobos KB, Clare K, Walton
M, Fu B, Maghirang R, Li Z, Xing Y, Zhang Q, Kono I,
Yano M, Fjellstrom R, DeClerck G, Schneider D, Cartin-
hour S, Ware D, Stein L (2002) Development and mapping
of 2240 new SSR markers for rice (Oryza sativa L.). DNA
Res 9:199–207
Murray MG, Thompson WF (1980) Rapid isolation of high
molecular weight plant DNA. Nucleic Acids Res
8:4321–4325
Park SJ, Kim SL, Lee S, Je BI, Piao HL, Park SH, Kim CM, Ryu
CH, Park SH, Xuan YH, Colasanti J, An G, Han CD (2008)
Rice Indeterminate 1 (OsId1) is necessary for the expres-
sion of Ehd1 (Early heading date 1) regardless of photo-
period. Plant J 56:1018–1029
Putterill J, Laurie R, Macknight R (2004) It’s time to flower: the
genetic control of flowering time. BioEssays 26:363–373
Ryu CH, Lee S, Cho LH, Kim SL, Lee YS, Choi SC, Jeong HJ,
Yi J, Park SJ, Han CD, An G (2009) OsMADS50 and Os-
MADS56 function antagonistically in regulating long-day
(LD)-dependent flowering in rice. Plant, Cell Environ
32:1412–1427
Saito H, Ogiso-Tanaka E, Okumoto Y, Yoshitake Y, Izumi H,
Yokoo T, Matsubara K, Hori K, Yano M, Inoue H, Tani-
saka T (2012) Ef7 encodes an ELF3-like protein and pro-
motes rice flowering by negatively regulating the floral
repressor gene Ghd7 under both short- and long-day con-
ditions. Plant Cell Physiol 53:717–728
Sun C, Fang J, Zhao T, Xu B, Zhang F, Liu L, Tang J, Zhang G,
Deng X, Chen F, Qian Q, Cao X, Chu C (2012) The histone
methyltransferase SDG724 mediates H3K36me2/3 depo-
sition at MADS50 and RFT1 and promotes flowering in
rice. Plant Cell 24:3235–3247
Tamaki S, Matsuo S, Wong HL, Yokoi S, Shimamoto K (2007)
Hd3a protein is a mobile flowering signal in rice. Science
316:1033–1036
Tsuji H, Taoka K, Shimamoto K (2011) Regulation of flowering
in rice: two florigen genes, a complex gene network, and
natural variation. Curr Opin Plant Biol 14:45–52
Tsuji H, Taoka K, Shimamoto K (2013) Florigen in rice: com-
plex gene network for florigen transcription, florigen acti-
vation complex, and multiple functions. Curr Opin Plant
Biol 16:228–235
Tsunematsu H, Yoshimura A, Harushima Y, Nagamura Y,
Kurata N, Yano M, Sasaki T, Iwata N (1996) RFLP
framework map using recombinant inbred lines in rice.
Breed Sci 46:279–284
Uga Y, Nonoue Y, Liang ZW, Lin HX, Yamamoto S, Yama-
nouchi U, Yano M (2007) Accumulation of additive effects
generates a strong photoperiod sensitivity in the extremely
late-heading rice cultivar ‘Nona Bokra’. Theor Appl Genet
114:1457–1466
Vega-Sa
´nchez ME, Zeng L, Chen S, Leung H, Wang GL (2008)
SPIN1, a K homology domain protein negatively regulated
and ubiquitinated by the E3 ubiquitin ligase SPL11, is
involved in flowering time control in rice. Plant Cell
20:1456–1469
Wei X, Xu J, Guo H, Jiang L, Chen S, Yu C, Zhou Z, Hu P, Zhai
H, Wan J (2010) DTH8 suppresses flowering in rice,
influencing plant height and yield potential simultaneously.
Plant Physiol 153:1747–1758
Wu C, You C, Li C, Long T, Chen G, Byrne ME, Zhang Q
(2008) RID1, encoding a Cys2/His2-type zinc finger tran-
scription factor, acts as a master switch from vegetative to
floral development in rice. Proc Natl Acad Sci USA
105:12915–12920
Wu W, Zheng XM, Lu G, Zhong Z, Gao H, Chen L, Wu C,
Wang HJ, Wang Q, Zhou K, Wang JL, Wu F, Zhang X,
Guo X, Cheng Z, Lei C, Lin Q, Jiang L, Wang H, Ge S,
Wan J (2013) Association of functional nucleotide poly-
morphisms at DTH2 with the northward expansion of rice
cultivation in Asia. Proc Natl Acad Sci USA
110:2275–2280
Mol Breeding (2014) 34:311–322 321
123
Xue W, Xing Y, Weng X, Zhao Y, Tang W, Wang L, Zhou H,
Yu S, Xu C, Li X, Zhang Q (2008) Natural variation in
Ghd7 is an important regulator of heading date and yield
potential in rice. Nat Genet 40:761–767
Yan WH, Wang P, Chen HX, Zhou HJ, Li QP, Wang CR, Ding
ZH, Zhang YS, Yu SB, Xing YZ, Zhang QF (2011) A
major QTL, Ghd8, plays pleiotropic roles in regulating
grain productivity, plant height, and heading date in rice.
Mol Plant 4:319–330
Yan W, Liu H, Zhou X, Li Q, Zhang J, Lu L, Liu T, Liu H, Zhang
C, Zhang Z, Shen G, Yao W, Chen H, Yu S, Xie W, Xing Y
(2013) Natural variation in Ghd7.1 plays an important role
in grain yield and adaptation in rice. Cell Res 23:969–971
Yano M, Katayose Y, Ashikari M, Yamanouchi U, Monna L,
Fuse T, Baba T, Yamamoto K, Umehara Y, Nagamura Y,
Sasaki T (2000) Hd1, a major photoperiod sensitivity
quantitative trait locus in rice, is closely related to the
Arabidopsis flowering line gene CONSTANS. Plant Cell
12:2473–2483
Yano M, Kojima S, Takahashi Y, Lin H, Sasaki T (2001)
Genetic control of flowering time in rice, a short-day plant.
Plant Physiol 127:1425–1429
Yu C (2005) Study on genetic basis of heterosis exploitation of
inter-subspecific hybrid rice (Oryza sativa L.). PhD thesis.
Nanjing Agricultural University, Nanjing
Zhang H, Zhang CQ, Sun ZZ, Yu W, Gu MH, Liu QQ, Li YS
(2011) A major locus qS12, located in a duplicated segment
of chromosome 12, causes spikelet sterility in an indica-
japonica rice hybrid. Theor Appl Genet 123:1247–1256
Zhao J, Huang X, Ouyang X, Chen W, Du A, Zhu L, Wang S,
Deng XW, Li S (2012) OsELF3-1, an ortholog of Arabi-
dopsis early flowering 3, regulates rice circadian rhythm
and photoperiodic flowering. PLoS ONE 7:e43705
322 Mol Breeding (2014) 34:311–322
123
... In recent years, more attention has been given to QTL with relatively small effects. For example, two minoreffect QTL for flowering time were cloned [11,12], and three others were fine-mapped [13][14][15]. It was shown that minoreffect QTL also make important contributions to flowering regulation. ...
... A total of 11 QTL for HD were detected in the TI, Ti52-2 and Ti52-3 populations; four were located in regions covering HD genes that were previously cloned or fine-mapped, including qHD3 in the Ehd4-DTH3 region [34,35], qHD6 in the Hd17-RFT1-Hd3a region [36,37], qHD10.2 in the OsMADS56 region [38], and qHD12.1 in the DTH12 region [14]. To verify the remaining QTL, plants heterozygous for one or two QTL and homozygous in other QTL regions were selected and selfed to produce new populations. ...
... Optimizing heading date to maximize grain yield is an important task in rice breeding. It requires a better understanding of the major and minor genes controlling the trait [2,[4][5][6][7][8][9][10][11][12][13][14][15][16]. In the present study, 11 minor-effect QTL for HD were detected. ...
Article
Full-text available
Identification of quantitative trait loci (QTL) having small effects on heading date (HD) is important for fine-tuning flowering time in rice (Oryza sativa L.). In this study, minor-effect QTL for HD were identified using five segregating rice populations, including a recombinant inbred line population derived from crosses between indica cultivar Teqing and near isogenic lines of IR24, and four populations derived from residual heterozygotes identified in the original population. HD data from these populations were obtained in multiple years or at two locationswith different photoperiods. A total of 11 QTL were detected; they had small additive effects ranging from 0.21 to 1.63 days. The QTL were all detected in different populations, locations and/or years, having consistent allelic effects across experiments and a stable magnitude across years at the same location. These QTL, and other minor-effect QTL that have been cloned or fine-mapped, generally do not have strong photoperiod sensitivity, and thus can be used in a wide range of ecogeographical conditions. Seven of the 11 QTL were different from those that have been cloned or fine-mapped, providing new candidates for gene cloning and marker-assisted breeding. Allelic effects of QTL corresponding to those that had been cloned or fine-mapped, were much smaller in this study than previously reported. The results supported the assumption that qualitative and quantitative genes may be different alleles at the same loci, suggesting that it may be promising to identify minor-effect QTL from major heading date genes/QTL that have been cloned.
... Among these, Hd1 (Yano et al. 2000), Hd3a (Kojima et al. 2002), Hd6 (Takahashi et al. 2001), DTH7/Ghd7 Weng et al. 2014), Ghd7.1 , Ghd8 /DTH8 (Wei et al. 2010;Yan et al. 2011), andRFT1 (Ogiso-Tanaka et al. 2013) are QTLs associated with major genetic effects. By contrast, DTH2 (Zhong et al. 2014), Hd16 (Hori et al. 2013), Hd17/Ef7 Saito et al. 2012), DTH3b (Chen et al. 2015), and Hd18 (Shibaya et al. 2016) are considered minor genetic effect genes. It is notable that the major heading date QTLs significantly affect the regional adaptability of rice cultivars, resulting in large differences in grain yield and reproductive fitness (Zhong et al. 2014). ...
... By contrast, DTH2 (Zhong et al. 2014), Hd16 (Hori et al. 2013), Hd17/Ef7 Saito et al. 2012), DTH3b (Chen et al. 2015), and Hd18 (Shibaya et al. 2016) are considered minor genetic effect genes. It is notable that the major heading date QTLs significantly affect the regional adaptability of rice cultivars, resulting in large differences in grain yield and reproductive fitness (Zhong et al. 2014). The minor heading date QTLs could cause minor adjustments or fine-tuning of the heading date, which is of great significance in rice breeding. ...
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Heading date, a complex quantitative trait, determines regional adaptability and is associated with grain yield and quality in rice. In this study, we characterized qHd2-1, a minor-effect quantitative locus (QTL) for promoting heading date (by 3–4 days) under long-day (LD) conditions, but not short-day (SD) conditions. The qHd2-1 locus was detected in single segment substitution line (SSSL) N22-1, which was developed using indica 9311 as the donor and japonica Nipponbare (NP) as the recipient. A set of substitution lines were developed from a segregating population derived from a cross between N22-1 and NP. Based on the genotypic identification and phenotypic evaluation of the target substitution lines, qHd2-1 was narrowed down to a 105-kb region between STS2-20 and STS2-22 on the short arm of chromosome 2. Furthermore, qHd2-1 was found to function by upregulating the florigen genes Hd3a and RFT1 during floral induction under LD conditions. Field tests showed that qHd2-1 promotion of heading date affects grain yield‑related agronomic traits, such as plant height, panicle number per plant, and flag leaf size, as well as thousand-grain weight and grain width. Taken together, these findings establish a foundation for cloning this minor-effect QTL involved in heading date, and qHd2-1 could be of great significance in rice breeding to allow the fine-tuning of heading date in rice cultivars.
... Rice (Oryza sativa L.) is one of the most important cereal crops worldwide, serving as a staple food for over half of the global population (Foley et al. 2011). Heading date, also known as flowering time, is a crucial trait influencing regional adaptation and grain production in rice (Zhong et al. 2014). Cultivars with appropriate heading dates optimize grain yield by effectively utilizing light and temperature resources in their growing regions (Zhang et al. 2015). ...
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Unlabelled: Heading date is a critical agronomic trait that determines crop yield. Although numerous genes associated with heading date have been identified in rice, the mechanisms involving Small Auxin Up RNA (SAUR) family have not been elucidated. In this study, the biological function of several SAUR genes was initially investigated using the CRISPR-Cas9 technology in the Japonica cultivar Zhonghua11 (ZH11) background. Further analysis revealed that the loss-of-function of OsSAUR56 affected heading date in both NLD (natural long-day) and ASD (artificial short-day). OsSAUR56 exhibited predominant expression in the anther, with its protein localized in both the cytoplasm and nucleus. OsSAUR56 regulated flowering time and heading date by modulating the expression of the clock gene OsGI, as well as two repressors Ghd7 and DTH8. Furthermore, haplotype-phenotype association analysis revealed a strong correlation between OsSAUR56 and heading date, suggesting its role in selection during the domestication of rice. In summary, these findings highlights the importance of OsSAUR56 in the regulation of heading date for further potential facilitating genetic engineering for flowering time during rice breeding. Supplementary information: The online version contains supplementary material available at 10.1007/s11032-023-01409-w.
... For population development and QTL mapping, total DNA was extracted using 2 cm-long leaf sample following the method of Zheng et al. (1995). PCR amplification was performed according to Chen et al. (1997). ...
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Background: Grain size is a key determinant of grain weight and a trait having critical influence on grain quality in rice. While increasing evidences are shown for the importance of minor-effect QTL in controlling complex traits, the attention has not been given to grain size until recently. In previous studies, five QTL having small effects for grain size were resolved on the long arm of chromosome 1 using populations derived from indica rice cross Zhenshan 97///Zhenshan 97//Zhenshan 97/Milyang 46. One of them, qTGW1.2c that was located in a 2.1-Mb region, was targeted for fine-mapping in the present study. Results: Firstly, the qTGW1.2c region was narrowed down into 1.1 Mb by determining genotypes of the cross-over regions using polymorphic markers newly developed. Then, one BC2F9 plant that was only heterozygous in the updated QTL region was identified. A total of 12 populations in generations from BC2F11:12 to BC2F15:16 were derived and used for QTL mapping. Two QTL linked in a 460-kb region were separated. The qGS1-35.2 was delimited into a 57.7-kb region, containing six annotated genes of which five showed nucleotide polymorphisms between the two parental lines. Quantitative real-time PCR detected expression differences between near isogenic lines for qGS1-35.2 at three of the six annotated genes. This QTL affected grain length and width with opposite allelic directions, exhibiting significant effect on ratio of grain length to width but showing little influence on yield traits. The other QTL, qGW1-35.5, was located within a 125.5-kb region and found to primarily control grain width and consequently affect grain weight. Conclusions: Our work lays a foundation for cloning of two minor QTL for grain size that have potential application in rice breeding. The qGS1-35.2 could be used to modify grain appearance quality without yield penalty because it affects grain shape but hardly influences grain yield, while qGW1-35.5 offers a new gene recourse for enhancing grain yield since it contributes to grain size and grain weight simultaneously.
... RM407 and QA1Rr8.1 (Nguyen et al., 2003) was 3.4 cM apart from each other. There is a possibility of QTLs DTH12 and Hd13 are being the same (detected in different mapping populations), though they have found a distance of 2.5 Mb between two QTLs (Zhong et al., 2014). Further studies, especially map-based cloning and sequence analysis, are needed to confirm the linkage between these loci and previous QTL(s) or gene(s). ...
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Trivalent aluminum (Al³⁺) has drastic effect on the rice production in acidic soils. Elite genes for aluminum (Al) tolerance might exist in rice landraces. Therefore, the purpose of this research is to mine the elite genes within rice landraces. Association mapping for Al tolerance traits [i.e., relative root elongation (RRE)] was performed by using a core collection of 150 accessions of rice landraces (i.e., Ting’s rice core collection). Our results showed that the Ting’s rice core collection possessed a wide-range of phenotypic variation for Al tolerance, and the index of Al tolerance (RRE) was ranged from 0.22 to 0.89. Moreover, the groups with different origins and compositions of indica and japonica rice showed different degrees of tolerance to varying levels of Al. These rice landraces were further screened with 274 simple sequence repeat markers, and association mapping was performed using a mixed linear model approach. The mapping results showed that a total of 23 significant (P < 0.05) trait–marker associations were detected for Al tolerance. Of these, three associations (13%) were identical to the quantitative trait loci reported previously, and other 20 associations were reported for the first time in this study. The proportion of phenotypic variance (R²) explained by 23 significant associations ranged from 5.03 to 20.03% for Al tolerance. We detected several elite alleles for Al tolerance based on multiple comparisons of allelic effects, which could be used to develop Al tolerant rice cultivars through marker-assisted breeding.
... More recently, the attention has also been paid to QTLs that have relatively small effects. For heading date which has been taking the leading position in rice QTL cloning, two minor QTLs were cloned [4,5] and three more were finemapped [6][7][8]. It was shown that a minor QTL could have a consistent performance across different genetic backgrounds and environmental conditions [6]. ...
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... The NILs will be particularly useful for studying the effect of the QTL on the pathogen life cycle (Chung et al. 2010;Richardson et al. 2006). They will be also valuable for fine mapping of QTL (Balkunde et al. 2013;Ding et al. 2011;Zhong et al. 2014) from heterozygous NILs at each individual QTL that were also produced in this study. NILs will also be used to identify the best QTL combinations for increasing resistance in pyramided lines carrying more than three resistance QTL from different donor lines (Fujita et al. 2010). ...
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Heading date is one of the most important agronomic traits and a fundamental factor determining crop yield. Although many genes related to heading date have been reported in rice, the molecular mechanism of heading date is still poorly understood. The Small Auxin-Up RNA ( SAUR ) family genes regulate many aspects of plant growth and development. However, their functions involved in heading date of rice ( Oryza sativa L.) are not characterized. Here, OsSAUR56 gene was edited by the CRISPR/Cas9 technology in the japonica cultivar Zhonghua11 (ZH11). We found that loss-of-function of OsSAUR56 led to early heading phenotype regardless of day length. OsSAUR56 was mainly expressed in anther, and its protein was localized in the cytoplasm and the nucleus. Gene expression analysis with quantitative RT-PCR showed that OsSAUR56 regulated flowering time and heading date by affecting the expression of a clock gene OsGI and two repressors, HEADING DATE 7 ( Ghd7) and DTH8 (Ghd8/LHD1) . Moreover, evolutionary analysis showed that OsSAUR56 presents divergence between indica and japonica , showing natural selection during the domestication of cultivated rice. These results indicate that OsSAUR56 plays an important role in the regulation of heading date, and may be an important target for rice breeding programs.
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Previous studies suggested that Hd1 promoted heading under short-day conditions (SD) and delayed heading under long-day conditions (LD). However in this study, Hd1 was demonstrated to consistently promote heading date in Zhenshan 97 (ZS97) background by upregulating Ehd1, Hd3a and RFT1 expression under both SD and LD. While the high photoperiod sensitivity of Hd1 was observed in Minghui 63 (MH63) background, with heading being suppressed in LD but promoted in SD. Comparative analysis of two sets of near isogenic lines of Hd1 in MH63 and ZS97 backgrounds indicated that the alternative functions of Hd1 in promoting or suppressing heading under LD are dependent on the previously cloned flowering repressor gene Ghd7. The interaction between proteins Ghd7 and Hd1 occurred through binding of the CCT domain of Ghd7 to the transcription-activating domain of Hd1, resulting in suppression of Ehd1 and florigen gene expression. The involvement of the transcription-activating domain of Hd1 in this protein-protein interaction probably blocked or weakened its transcriptional activity. These findings suggest that Hd1 alone essentially acts as a promoter of heading date, and the protein interaction between Ghd7 and Hd1 determines photoperiod sensitivity and integrated Hd1-mediated and Ehd1-mediated flowering pathways in rice.
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Chapter
There are two cultivated and twenty-one wild species of genus Orvza. O. saliva, the Asian cultivated rice is grown all over the world. The African cultivated rice, O. glaberrima is grown on a small scale in West Africa. The genus Oriyza probably originated about 130 million years ago in Gondwanaland and different species got distributed into different continents with the breakup of Gondwanaland. The cultivated species originated from a common ancestor with AA genome. Perennial and annual ancestors of O. saliva are O. rufipogon and O. nivara and those of O. glaberrima are O. longistaminata, O. breviligulata and O. glaberrima probably domesticated in Niger river delta. Varieties of O. sativa are classified into six groups on the basis of genetic affinity. Widely known indica rices correspond to group I and japonicas to group VI. The so called javanica rices also belong to group VI and are designated as tropical japonicas in contrast to temperate japonicas grown in temperate climate. Indica and japonica rices had a polyphyletic origin. Indicas were probably domesticated in the foothills of Himalayas in Eastern India and japonicas somewhere in South China. The indica rices dispersed throughout the tropics and subtropics from India. The japonica rices moved northward from South China and became the temperate ecotype. They also moved southward to Southeast Asia and from there to West Africa and Brazil and became tropical ecotype. Rice is now grown between 55°N and 36°S latitudes. It is grown under diverse growing conditions such as irrigated, rainfed lowland, rainfed upland and floodprone ecosystems. Human selection and adaptation to diverse environments has resulted in numerous cultivars. It is estimated that about 120 000 varieties of rice exist in the world. After the establishment of International Rice Research Institute in 1960, rice varietal improvement was intensified and high yielding varieties were developed. These varieties are now planted to 70% of world’s riceland. Rice production doubled between 1966 and 1990 due to large scale adoption of these improved varieties. Rice production must increase by 60% by 2025 to feed the additional rice consumers. New tools of molecular and cellular biology such as anther culture, molecular marker aided selection and genetic engineering will play increasing role in rice improvement.
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A method is presented for the rapid isolation of high molecular weight plant DNA (50,000 base pairs or more in length) which is free of contaminants which interfere with complete digestion by restriction endonucleases. The procedure yields total cellular DNA (i.e. nuclear, chloroplast, and mitochondrial DNA). The technique is ideal for the rapid isolation of small amounts of DNA from many different species and is also useful for large scale isolations.
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Recombinant inbred (RI) lines of rice (Oryza sativa L.) were developed from a cross of Asominori x IR24 by the single seed descent method. Seventy- one RI lines of the F6 and F7 generations were used for RFLP mapping. RFLP framework map constructed using the RI lines covered a distance of 1275cM containing 375 markers. All the twelve linkage groups were assigned to their respective chromosomes. The RI lines showed a distorted segregation in some regions of chromosomes 1, 3, 6, 11 and 12. Heterozygous loci in the lines still remained. Average frequency of the heterozygous region was 3.6% with a range of 0% - 19.3% in F6 and 1.9% with a range of 0% - 5.5% in F7. The RFLP map corresponded well to the previous maps constructed using F2 populations (Saito et al. 1991, Kurata et al. 1994) and the two previous maps were integrated in detail. The RFLP framework map and RI lines developed in this study will be useful for further accumulation of molecular markers and analysis of quantitative trait loci.
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A major quantitative trait locus (QTL) controlling response to photoperiod, Hd1 , was identified by means of a map-based cloning strategy. High-resolution mapping using 1505 segregants enabled us to define a genomic region of ∼12 kb as a candidate for Hd1 . Further analysis revealed that the Hd1 QTL corresponds to a gene that is a homolog of CONSTANS in Arabidopsis. Sequencing analysis revealed a 43-bp deletion in the first exon of the photoperiod sensitivity 1 ( se1 ) mutant HS66 and a 433-bp insertion in the intron in mutant HS110. Se1 is allelic to the Hd1 QTL, as determined by analysis of two se1 mutants, HS66 and HS110. Genetic complementation analysis proved the function of the candidate gene. The amount of Hd1 mRNA was not greatly affected by a change in length of the photoperiod. We suggest that Hd1 functions in the promotion of heading under short-day conditions and in inhibition under long-day conditions.