Conclusion
Cultivating in the spring crop, 20 mutant lines arising from the special rice variety of
the North Vietnam (Tam Thom variety) showed a clearer diversity compared to the
cultivating in the Autumn crop (based on the results of the evaluation of 45 indicators on
morphology, agronomy and quality rice); correspondingly, the average similarity
coefficient of a mutant line compared to the original variety in the spring and autumn
crops were 0.28 and 0.32, respectively.
The genetic relationships of the mutant lines expressed through tree diagram, which
was build based on the results of the above 45 indicators, are more complete and detailed
than their genetic relationships as shown in the tree diagram, which was build based on
based on analytical results using 31 pairs of SSR primers.
The T8, T9, T13 and T14 lines are promising with many improvements compared to
the original variety such as reduced plant height, shorter growth time, and greater
productivity. In particular, T13 is the most promising line to develop into a new rice
variety.
10 trang |
Chia sẻ: hachi492 | Lượt xem: 2 | Lượt tải: 0
Bạn đang xem nội dung tài liệu Genetic diversity of mutative line group arising from Tam Thom rice variety, để tải tài liệu về máy bạn click vào nút DOWNLOAD ở trên
81
HNUE JOURNAL OF SCIENCE DOI: 10.18173/2354-1059.2017-0058
Chemical and Biological Science 2017, Vol. 62, Issue 10, pp. 81-90
This paper is available online at
GENETIC DIVERSITY OF MUTATIVE LINE GROUP ARISING
FROM TAM THOM RICE VARIETY
Nguyen Minh Anh Tuan
1
, Nguyen Minh Cong
2
and Nguyen Xuan Viet
2
1
Tuyen Quang Education and Training of Department
2
Hanoi National University of Education
Abstract. The 45 indicators on morphological, agro-biological, productive and
qualitative characteristics were used to determine phenotypic diversity of the 20
mutative lines arising from Tam Thom variety, when they were planted in the Spring
crop and Autumn crop. The 31 SSR markers were used to determine the allelic
diversity in 31 loci distributed on 12 chromosomes and genetic relationship among
20 mutative lines and original variety. A total of 602 bands appeared by using 31
SSR primers in lines/varieties studied. Out of 31 primers, 4 primers showed
polymorphism (2 alleles per locus). The number of alleles per locus ranged from 1 to
2 with an average of 1.13. The PIC ranged from 0.00 to 0.32 with an average of 0.03.
Using software NTSYS 2.1 pc to build a tree diagram of the genetic relationship
between the mutation of lines and with original species, we have identified: The
genetic diversity based on 45 morphology, agro-biology and rice quality indicators
showed higher expression based on 31 SSR primers. The genetic diversity of the
mutant lines planted in the spring crop expressed significantly higher than in the
autumn crop. The T6, T9, T13 and T19 lines are promising to improve in yield or to
create new varieties.
Keywords: Genetic diversity, molecular markers, morphological indicators, Tam Thom.
1. Introduction
Currently, there are many studies on the genetic diversity at the molecular level
(DNA) of rice varieties: Thomson et. al. (2007) [1] analyzed 309 Indonesian rice varieties
using 30 SSR markers and reported that a total of 394 alleles were detected at the 30 SSR
loci, with an average of 13 alleles per locus, and an average PIC value of 0.66; Meti et. al.
(2013) [2] studied the genetic diversity of 48 indigenous aromatic Indian varieties using
12 SSR markers, resulting in a PIC ranging from 0.00 to 0.74, with an average value of 0.58.
In Vietnam, there have been a number of genetic diversity studies at the agonist-
morphological and molecular level of some rice varieties. For example, Ngo Thi Hong
Tuoi et al. (2014) [3] used 35 SSR markers to analyze 46 black lines/varieties genetic
Received May 3, 2017. Revised July 12, 2017. Accepted July 19, 2017.
Contact Nguyen Minh Anh Tuan, e-mail address: nmatuan@tuyenquang.edu.vn
Nguyen Minh Anh Tuan, Nguyen Minh Cong
and Nguyen Xuan Viet
82
YM
X
H
%
diversity and achieved a total of 68 alleles, 9 of which were monotypic and 26
polymorphic alleles, with an average of 2.62 alleles per locus; the coefficient of genetic
diversity ranged from 0.08 to 0.74, with an average value of 0.46. Nguyen Tien Thang
(2011) [4] studied the genetic diversity of 24 hibrid lines between two mutant lines
produced from two special rice varieties in the North (Tam Xuan Dai and Hai Hau) for an
average PIC of 0.22. However, until now, studies have not identified the genetic diversity
of mutantive lines derived from a variety, especially the specialty rice variety that has a
characteristic aroma, strong photoperiodic sensitivity based on agronomic, and quality
characteristics of rice when cultivated in different seasons and is based on SSR markers.
Our research aims at identifying the relationship between variation in DNA molecular
structure and the variety of morphological, agronomic, and grain quality variations of
mutant lines arising from Tam aromatic rice seeds by gamma irradiation (Co
60
) into seed
germination; and at the same time, selecting the elite lines to help improve the old
varieties and create new varieties of rice.
2. Content
2.1. Materials
Tam Thom, which is a specialty rice variety for aromatic, sticky and delicious
characteristics, is very popular in the North. However, Tam Thom has strong
photoperiodic sensitivity, weak and lodging trees, and low productivity. Therefore it does
not meet the requirements of production.
20 mutant lines in the 12
th
generation (M12) in the research are the products of the
basic State-level research project managed by the Hanoi National University of Education,
code 4.5.10 (1996-1997) and 6.5.10 (1998 - 2000), "Determination of the rule of
mutagenesis of some Asian rice cultivars (O. Sativa L) in the treatment of mutations".
31 SSR primers supplied by Operon company to determine the presence of alleles,
which are located on the 12 chromosomes of the rice genome.
2.2. Methods
Morphological and agrinomic characteristics are assessed according to "Standard
Evaluation System for Rice", IRRI (2013) [5]; "National Technical Regulation on test of
Cultivated value and use for Rice Varieties" (2011) [6] and "National Technical
Regulations on test of stability, diversity and uniformity for Rice Varieties" [7], the
Ministry of Agriculture and Rural Development (2011). To determine the genetic
relationship among mutant lines (in molecular respect), we use 31 SSR primers. The
results obtained from PCR electrophoresis are determined by the presence or absence of
DNA bands amplified by PCR.
PIC (Polymorphic Information Content): The PIC was estimated as follows: PIC =
1- ∑Pi
2
, where Pi is the frequency of the i
th
allele.
The rate of heterosis (H%) of each rice variety is given by the formula:
Genetic diversity of mutative line group arising from Tam thom rice variety
83
where: X is a total marker appeared 2 alleles per 1 locus SSR; M is the total number of
primers used in research; Y: the total number of SSR primers does not appearing DNA.
The rate of defect is given by the formula:
where: Z is the total number of primers that do not appear DNA band; M is the total
number of SSR primers used in study.
The experiments were conducted at the Vietnam Agricultural Academy of Sciences
(Vinh Quynh commune, Thanh Tri district, Hanoi) in the Spring and Autumn crops of
2014; Laboratory of Molecular Genetics, Department of Genetics, Department of Biology,
Hanoi National University of Education.
Data analysis and processing: Data on morphological and agronomic indicators
(*)
were processed, analyzed using Excel version 5.0 software and NTSYS pc 2.1 software [2]
as well as in the case of electroenergetic processing PCR products for establishing tree
diagrams: Two genetic diversity diagrams on 45 morphological, agronomic and quality
indicators in Spring and Autumn crop, a plot of genetic diversity at the molecular level
(DNA).
(45 morphology, agronomic and quality indicators were investigated including growth time,
plant height, tillering, number of effective panicles/hill, panicle length, panicle neck length,
number of full grains/panicle, 1000 grains weight, individual productivity, thickness of stem, stem
length, root stem diameter, plant stiffness, stem angle, flag leaf length, flag leaf width, flag leaf
angle, use leaf length, use leaf width, use leaf angle, leaf colour, leaf aroma, panicle stalk,
secondary branch, rice grain length, rice grain width, ratio of length/width of rice, ratio of empty
grain, grain kernel length, grain kernel width, ratio of length/width of rice kernel, photoperiodic
sensitivity, seedling length, seedling vitality, ratio of wholegrain, ratio of rice kernel, chalkiness,
endosperm color, aroma on seeds, amylose content, protein content).
2.3. Results and discussion
Genetic relationships between mutant lines and original variety were established
based on 45 morphological, agronomic and qualitative indicators identified; of which 10
indicators are the most prominent manifestations presented in Table 1.
2.3.1. The results of genetic diversity analysis at the morphological level
Table 1. Some morphological, agronomic and quality characteristics
of the 20 mutative lines deriving from the Tam Thom variety
showed distinct differences when cultivated in the spring and the autumn crops
Line
/var
Crop GT
(days)
PH
(cm)
NP/H NG/
P
REG
(%)
P1000
(gram)
IP
(gram/hill)
GKL
(mm)
EC AC (%)
CT Aut 162 152.75 6.95 105.38 21.07 19.8 14.5 5.73 TT 21.46
T1 Spr 140 133.23 7.36 115.34 23.23 20.1 17.1 5.41 TT 20.15
Aut 127 135.02 7.45 134.43 18.65 20.1 20.1 5.44 TT 19.24
T2 Spr 142 132.11 6.73 118.42 30.24 19.8 15.8 5.78 TT 20.23
M
Z
M %
Nguyen Minh Anh Tuan, Nguyen Minh Cong
and Nguyen Xuan Viet
84
Aut 120 133.28 6.87 127.17 26.41 19.9 17.4 5.77 TT 19.43
T3 Spr 142 131.25 6.77 134.07 27.45 17.7 16.1 6.67 TT 20.76
Aut 121 132.56 6.74 136.35 25.57 19.8 18.2 6.73 TT 19.32
T4 Spr 140 133.17 7.21 115.32 27.34 19.5 16.2 5.28 TT 20.38
Aut 124 133.45 7.42 127.48 20.43 19.9 18.8 5.38 TT 19.75
T5 Spr 138 129.39 8.79 107.56 26.73 19.7 18.6 6.39 TT 20.67
Aut 118 130.32 8.83 113.21 20.01 19.9 19.9 6.41 TT 19.45
T6 Spr 141 117.28 9.03 101.44 25.62 20.0 18.3 5.61 TT 20.83
Aut 123 116.35 9.04 111.34 19.02 20.1 20.2 5.67 TT 19.44
T7 Spr 136 130.45 6.57 114.53 26.43 19.6 14.7 5.54 TT 20.52
Aut 119 132.43 6.75 126.53 21.31 19.8 16.9 5.52 TT 19.54
T8 Spr 134 136.29 7.45 137.34 26.58 19.6 20.1 5.39 TT 20.45
Aut 124 135.72 7.52 145.13 21.34 19.8 21.6 5.36 TT 19.34
T9 Spr 136 131.83 7.21 147.34 27.43 20.0 21.2 5.61 TT 20.47
Aut 118 132.04 7.23 156.18 22.19 20.1 22.7 5.61 TT 19.54
T10 Spr 142 127.04 7.34 127.41 35.29 19.9 18.6 6.55 TT 20.35
Aut 123 128.33 7.45 143.44 20.83 20.1 21.5 6.56 TT 19.35
T11 Spr 144 120.92 6.95 134.37 26.41 19.2 17.9 5.67 TT 20.37
Aut 125 119.62 7.04 157.3 19.35 19.5 21.6 5.63 TT 19.73
T12 Spr 136 137.41 6.98 120.43 23.72 20.0 16.8 6.36 TT 20.50
Aut 119 135.34 7.06 133.14 17.24 20.2 19.0 6.45 TT 19.46
T13 Spr 138 139.27 8.79 111.12 28.72 20.1 19.6 5.78 TT 20.23
Aut 122 140.34 8.87 122.53 20.03 20.2 22.0 5.82 TT 19.34
T14 Spr 141 133.61 7.19 141.04 26.83 19.7 20.0 6.84 TT 20.25
Aut 121 135.34 7.21 147.15 25.09 19.8 21.0 6.89 TT 19.36
T15 Spr 140 139.19 7.13 127.54 27.44 20.1 18.3 5.32 TT 20.47
Aut 128 140.37 7.17 130.29 20.47 20.2 18.9 5.35 TT 19.38
T16 Spr 143 132.49 6.78 116.45 25.86 20.2 15.9 5.18 TT 20.36
Aut 132 133.43 6.89 128.35 20.35 20.3 18.0 5.24 TT 19.74
T17 Spr 137 140.31 7.09 122.92 26.52 19.9 17.3 6.31 TT 20.71
Aut 123 140.38 7.11 129.24 20.15 20.0 18.4 6.34 TT 19.35
T18 Spr 138 137.67 6.75 120.71 25.84 19.2 15.6 7.37 TT 20.65
Aut 117 139.45 6.78 127.55 18.35 19.5 16.9 7.34 TT 19.76
Genetic diversity of mutative line group arising from Tam thom rice variety
85
T19 Spr 137 121.68 7.34 120.43 24.59 20.1 17.8 5.25 TT 20.58
Aut 115 120.42 7.43 132.48 21.52 20.3 20.0 5.32 TT 19.56
T20 Spr 138 138.65 6.23 124.74 25.71 19.9 15.5 5.28 TT 20.45
Aut 119 137.34 6.45 134.67 22.47 20.0 17.4 5.30 TT 19.47
Note. Var: variety. CT: control. Spr: Spring. Aut: Autumn. GT: growth time. PH:
plant height. NP/H: number of effective panicles/hill. NG/P: number of full
grains/panicle.REG: ratio of empty grain. P1000: 1000 grains weight. IP: individual
productivity. GKL: grain kernel length. EC: endosperm color. AC: amylose content. T1,
T2,... T20: mutative lines.
* Genetic diversity of 20 mutant lines and original variety in the autumn crop
At the genetic similarity coefficient of 0.29, 21 lines/variety in this study were grouped
into 3 major clusters. Cluster 1 contained only Tam Thom variety (original variety-
control); cluster 2 contained 16 lines (T1, T2, T3, T5, T6, T8, T9, T10, T12, T13, T15,
T16, T17, T18, T19 and T20); cluster 3 contained 4 lines (T4, T7, T11, and T14). At the
genetic similarity coefficient of 0.34, the 21 mutant lines and the original seed were
grouped into 10 cluster s (Figure 1).
Figure 1. Genetic relationships of 20 mutant lines and original variety (in autumn crop)
based on 45 morphological, agronomic and rice quality indicators
Note. d/c: Control. T1, T2,T20: mutative lines
* Genetic diversity of 20 mutant lines and original variety in spring
At the genetic similarity coefficient of 0.29, 20 mutant lines were grouped into 6
major clusters. Cluster 1 included 8 lines (T1, T4, T6, T9, T10, T12, T15 and T19);
cluster 2 consisted of 2 lines (T14 and T17); cluster 3 consisted of 4 lines (T3, T11, T16
and T18), and cluster 4 included 1 line (T7); cluster 5 contained 4 lines (T2, T8, T13 and
T20); cluster 6 contained 1 line (T5). At the genetic similarity coefficient of 0.34, the 20
mutant lines were grouped into 13 clusters (Figure 2).
Nguyen Minh Anh Tuan, Nguyen Minh Cong
and Nguyen Xuan Viet
86
The data in Table 1 and Figures 1 and 2 showed that the diversity of the 20 mutant lines in
the spring crop is more pronounced than that of the autumn one. At the genetic similarity
coefficient of 0.29, in the autumn crop, 20 mutant lines and original variety were grouped
into 3 major clusters; while in the spring crop, they were grouped into 6 major clusters. At
the genetic similarity coefficient of 0.29, the lines/varieties in this study were grouped
into 10 clusters in the autumn crop and 13 clusters in the spring crop. In our opinion, this
difference is due to the fact that the mutated lines in this study were derived from Tam
aromatic rice variety, (this variety is strong photoperiodic sensitivity, good growth in the
Autumn crop, but non-flowering in the spring crop - at the wrong time). Thus, mutant
lines have lost their photoperiodic sensitivity but genes and genomes that control other
traits have not fully adapted to spring conditions. Each line had a different response to
spring conditions, which led to differentiated expression at different rates compared to the
autumn crop. Breeders need to exploit a phenotype that is distinctly different from the
original but only in the spring to produce unique characteristics unfound in the original
variety.
Figure 2. Genetic relationships of 20 mutant lines and original variety (in spring crop)
based on 45 morphological, agronomic and rice quality indicators
Note. T1, T2,T20: mutative lines
2.3.2. Genetic diversity at the molecular level of 20 mutant lines and original variety
* PIC coefficients, number of alleles and total number of DNA bands are shown on
each pair of primers
Genetic diversity of mutative line group arising from Tam thom rice variety
87
Analysis of 31 SSR primers (Table 2) with 20 mutant lines and original variety, we
yielded a total of 602 DNA bands of 35 different alleles. Of these, 4 pairs of primers
(RM341, RM13, RM223 and RM316) gave the polymorphic locus (2 alleles/locus), 27
primers for single locus. Thus, the lines/varieties in this study were less diverse in allelic
compositions at the SSR loci used in the study. The PIC values of the 31 primers ranged
from 0.00 to 0.32 with an average of 0.03, was significantly lower than that of Ngo Thi
Hong Tuoi et al. (2014)[3] on genetic diversity of black rice varieties with the PIC
ranging from 0.08 to 0.74 with an average of 0.46, and Nguyen Tien Thang (2011) [4],
genetic diversity study of 24 hidrid lines between two mutant lines were generated from
two different rice varieties (Tam Xuan Dai and Du Hai Hau) for PIC of 0.22. In our
opinion, this difference may be due to the use of different objects in the studies.
Table 2. Number of alleles expressed and PIC coefficients of 31 SSR primers
Order
Name of
primes
No. of chro
Number
of
alleles
PIC
order
Name of
primes
N
o
of chro
Number
of
alleles
PIC
1 RM104 1 1 0.00 17 Arol 1 8 1 0.00
2 RM128 1 1 0.00 18 RM28 8 1 0.00
3 RM166 2 1 0.00 19 RM223 8 2 0.18
4 RM174 2 1 0.00 20 RM264 8 1 0.00
5 RM211 2 1 0.00 21 RM284 8 1 0.00
6 RM318 2 1 0.00 22 RM337 8 1 0.00
7 RM341 2 2 0.26 23 RM515 8 1 0.00
8 RM135 3 1 0.00 24 RM23120 8 1 0.00
9 RM143 3 1 0.00 25 RM245 9 1 0.00
10 RM156 3 1 0.00 26 RM296 9 1 0.00
11 RM241 4 1 0.00 27 RM316 9 2 0.32
12 RM13 5 2 0.18 28 RM333 10 1 0.00
13 RM30 6 1 0.00 29 RM224 11 1 0.00
14 RM314 6 1 0.00 30 RM229 11 1 0.00
15 RM345 6 1 0.00 31 RM322 11 1 0.00
16 RM346 7 1 0.00 Total 35 0.94
Average 1.13 0.03
Note. N
o
of chro: number of chromosome
* Rate of heterozygosity (H%) and percentage of defects (M%) of the studied rice lines
The percentage of defects (M%) and the heterogeneity (H%) of the 20 mutant lines
and original variety based on the analysis of 31 SSR primers are presented in Table 3.
Nguyen Minh Anh Tuan, Nguyen Minh Cong
and Nguyen Xuan Viet
88
The data in Table 3 show that the mutative lines have very high genetic purity. Of the
21 lines/variety studied, 18 lines/seed had a heterologous rate of 0% which means that
these lines were homozygous in all 31 SSR primers (only single allele/locus), 3 lines with
heterologous ratio greater than 0% were T4, T10, and T14 (3,2%). Average heterologous
rate in the studied lines/variety was 0.46%. The percentage of data defect (M%) of the
mutant lines was very low; only 4 lines had data defect: T3, T7, T12 and T19 (3,2%).
Average defect rate of 31 primers was 0.61. Thus, the data obtained from the 21
lines/variety in our study were highly reliable for statistical evaluation and genetic
correlation determination.
Table 3. Heterosis (H%) and percentage defect (M%) of the studied rice lines
Order Lines/Variety M% H% Order Lines/Variety M % H %
1 T1 0.00 0.00 12 T12 3.20 0.00
2 T2 0.00 0.00 13 T13 0.00 0.00
3 T3 3.20 0.00 14 T14 0.00 3.20
4 T4 0.00 3.20 15 T15 0.00 0.00
5 T5 0.00 0.00 16 T16 0.00 0.00
6 T6 0.00 0.00 17 T17 0.00 0.00
7 T7 3.20 0.00 18 T18 0.00 0.00
8 T8 0.00 0.00 19 T19 3.20 0.00
9 T9 0.00 0.00 20 T20 0.00 0.00
10 T10 0.00 3.20 21 TT 0.00 0.00
11 T11 0.00 0.00 Average 0.61 0.46
Figure 3. Photograms of PCR products of 20 mutant lines and original variety
with RM 316 marker
Note. 1: Control. From 2 to 21: 20 mutant lines from 1 to 20, respectively
Genetic diversity of mutative line group arising from Tam thom rice variety
89
2.3.3. Genetic relationships of 20 mutant lines and original variety
The data obtained from the PCR product template with 31 SSR primers from 20
mutative lines and original variety were statistically analyzed by NTSYSpc version 2.1
software, which was used to set up a table of genetic similarity coefficient and construct a
tree diagram of genetic relationships at the molecular level (DNA).
The analytical results showed that: genetic diversity of 21 lines/variety was low.
Genetic similarity coefficient ranged from 0.88 to 1.00. At the genetic similarity
coefficient of 0.91, 21 lines/variety were grouped into 3 major clusters:
Cluster 1 contained 5 mutative lines: T4, T7, T11, T13, T20 and original variety (TT-
control);
Cluster 2 contained 9 mutative lines: T1, T3, T5, T6, T9, T10, T12, T14 and T19;
Cluster 3 contained 6 mutative lines: T2, T8, T15, T16, T17 and T18.
Figure 4. Genetic relationships of 20 mutant lines and original variety based
on analytical results using 31 SSR markers
Note: TT: control. T1, T2,T20: mutative lines
2.3.4. The relationship between diversity at the morphological and molecular levels
When using agronomic, qualitative and molecular indicators to study the genetic
diversity of the lines/variety, we found that: the diversity of lines/variety based on
morphological, agronomic and qualitative indicators were higher than those using 31 SSR
primers and there was a similarity in grouping into major clusters of lines/variety in our
study. However, when grouping into small clusters, there are still some differences such
as when using the morphological indicators at the similarity coefficient of 35% the T4, T7,
T11 and T14 lines belong to the same cluster, TT (control) belongs to a group and the
other lines belong to another group. While using 31 molecular markers at the similarity
coefficient of 0.91, the T4, T7 and T11 lines are in the same cluster as TT (control), T20
and T13; the T14 line belongs to another group. Especially, the T14, T1, T3, T5, T6, T10
and T12 lines had a similarity coefficient of 1.00. This shows that, when researched on a
variety based on morphological indicators, there is a higher precision than molecular
indicators.
Coefficient
0.88 0.91 0.94 0.97 1.00
T10
TT
T20
T4
T11
T13
T7
T1
T3
T5
T6
T10
T12
T14
T19
T9
T2
T8
T15
T17
T16
T18
Nguyen Minh Anh Tuan, Nguyen Minh Cong
and Nguyen Xuan Viet
90
3. Conclusion
Cultivating in the spring crop, 20 mutant lines arising from the special rice variety of
the North Vietnam (Tam Thom variety) showed a clearer diversity compared to the
cultivating in the Autumn crop (based on the results of the evaluation of 45 indicators on
morphology, agronomy and quality rice); correspondingly, the average similarity
coefficient of a mutant line compared to the original variety in the spring and autumn
crops were 0.28 and 0.32, respectively.
The genetic relationships of the mutant lines expressed through tree diagram, which
was build based on the results of the above 45 indicators, are more complete and detailed
than their genetic relationships as shown in the tree diagram, which was build based on
based on analytical results using 31 pairs of SSR primers.
The T8, T9, T13 and T14 lines are promising with many improvements compared to
the original variety such as reduced plant height, shorter growth time, and greater
productivity. In particular, T13 is the most promising line to develop into a new rice
variety.
REFERENCES
[1] Thomson MJ, Septiningsih EM, Endang M, Suwardio F, Santoso TJ, Silitonga TS,
McCouch SR, 2007. Genetic diversity analysis of traditional and improved
Indonesian rice (Oryza sativa L.) germplasm using microsatellite markers. Theo.
Appl. Genet. 114(3):559-568.
[2] Meti N, Samal K.C, Bastia D.N and Rout D.R, 2013. Genetic diversity analysis in
aromatic rice genotypes using microsatellite based simple sequence repeats (SSR)
marker, African Journal of Biotechnology, Vol. 12(27), pp. 4238-4250.
[3] Ngo Thi Hong Tuoi, Pham Van Cuong, Nguyen Van Hoan, 2014. Analysis of
genetic diversity of rice varieties by SSR indicator. Journal of Science and
Development 2014, vol. 12, No. 4, pp.485-494.
[4] Nguyen Tien Thang, 2011. The inheritance of some of the mutations related to the
quality of the rice from the specialty varieties of the North. Biological Ph.D. thesis,
2011, Hanoi National University of Education.
[5] IRRI, 2013. Standard evaluation system for rice. Los Banos, Philippines, 56p.
[6] Ministry of Agriculture and Rural Development, 2011. National Technical
Regulation on the cultivation value and use of rice varieties. Agricultural
Publishing House, Hanoi.
[7] Ministry of Agriculture and Rural Development, 2011. National technical
regulation on the test for distinctness, uniformity and stability of rice variety.
Agricultural Publishing House, Hanoi.
Các file đính kèm theo tài liệu này:
genetic_diversity_of_mutative_line_group_arising_from_tam_th.pdf