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Pigeonpea is an important pulse crop grown by smallholder farmers in the semi-arid tropics. Most of the pigeonpea cultivars
grown to date are selections from the landraces, with a narrow genetic base. With the expansion of the crop to newer areas,
problems of local importance are to be addressed. Hence, an economically feasible and faster germplasm evaluation mechanism,
such as a core collection, is required. This article describes the development of core collection from 12,153 pigeonpea accessions
collected from 56 countries and maintained at ICRISAT, Patancheru, India. The germplasm accessions from 56 countries were
placed under 14 clusters based primarily on geographic origin. Data on 14 qualitative morphological traits were used for cluster
formation by Ward’s method. From each cluster ≈10% accessions were randomly selected to constitute a core collection comprising
1290 accessions. Mean comparisons using Newman–Keuls test, variances’ comparisons by Levene’s test, and comparison of frequency
distribution by χ2-test indicated that the core collection was similar to that of the entire collection for various traits and the genetic variability
available in the entire collection is preserved in the core collection. The Shannon–Weaver diversity index for different traits
was also similar for both entire and core collection. All the important phenotypic associations between different traits available
in the entire collection were preserved in the core collection. The core collection constituted in the present study facilitates
identification of useful traits economically and expeditiously for use in pigeonpea improvement. 相似文献
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An investigation was conducted to determine the extent of diversity and relationships among a worldwide safflower (Carthamus tinctorius L.) germplasm collection and to find out adapted accessions that can be used in an organic safflower breeding program in
Germany. A total of 468 accessions was studied under organic farming conditions at Kleinhohenheim experimental station during
the seasons of 2004 and 2005. All the accessions were evaluated for 12 phenotypic traits and three rated diseases. Multivariate
analyses have been used to measure the diversity in a subset of 200 accessions and 11 geographical regions. Generally, the
study showed that there was a large genetic variation within accessions. A coefficient of variation (CV%) for investigated
traits and diseases ranged from 2.9 to 91.0% with the highest CV was recorded for yield/m2, yield/plant and seeds/plant. The
most accessions that originated in Europe revealed relatively better performance compared to non-Europeans. High yielding,
early maturing, and disease tolerant accessions were identified. However, the low oil content (8.7–22.8%) is the primary concern
in this germplasm collection. The degree of heritability varied between 10% for lodging to 86% for plant height. Genotypic
coefficient of correlation (r
g) was slightly higher for many traits than the respective phenotypic coefficient. Oil content and seed yield/m2 were highly
significantly correlated (r
g = 0.78). The genotypic coefficient of correlation showed that selection for seeds/plant and thousand kernel weight was effective
for improvement of seed yield and oil content. The results of the principal component analysis and the clustering pattern
of accessions were consistent with the results of analysis of variance. About 78% of the total phenotypic diversity in the
germplasm was explained on the basis of four principal components and 88% of the total variation among geographical regions
was contributed by the first three principal components. The distribution of the accessions within clusters has no apparent
relationship with the geographical origin. However, many of the European accessions have a tendency to stay together. 相似文献
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H. D. Upadhyaya K. N. Reddy C. L. L. Gowda Sube Singh 《Genetic Resources and Crop Evolution》2007,54(6):1167-1184
The pigeonpea core collection developed at ICRISAT genebank consists of 1,290 accessions from 53 countries. The core collection,
which includes selected lines in extra early, early, medium and late maturity groups was evaluated for 18 qualitative and
16 quantitative characters during the 2004 rainy season, to assess the phenotypic diversity and determine the relative importance
of different characters in evaluating pigeonpea germplasm accessions. The four maturity groups differed significantly for
all characters under study. The medium maturity group showed significantly higher mean number of primary, secondary and tertiary
branches, number of racemes, pod bearing length, pods per plant, shelling percent and plot seed yield. Late maturity group
showed significantly higher mean for leaf size, plant height, pod length, seeds per pod and 100-seed weight, indicating this
group as a good source of vegetable pigeonpea. Significant positive correlations were found between number of secondary branches
and pods per plant in extra early group (r = 0.756), late maturity group (r = 0.776) and entire core (r = 0.728) and between number of racemes and pods per plant in all maturity groups and entire core. Principal coordinate and
principal component analysis showed that seven qualitative and nine quantitative traits were important in explaining multivariate
polymorphism. The Shannon–Weaver diversity index (H′) varied for different maturity groups and traits. Phenotypic diversity, averaged over all the 16 characters, increases from
extra early group (0.36 ± 0.04) to late maturity group (0.42 ± 0.04) suggesting that medium and late maturity groups have
greater diversity compared to extra early and early maturity groups. 相似文献
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Mohammad R. Sabzalian Aghafakhr Mirlohi Ghodratollah Saeidi Mohammad T. Rabbani 《Genetic Resources and Crop Evolution》2009,56(8):1057-1064
Wild species of safflower, Carthamus oxyacanthus Bieb., is highly crossable with cultivated species, C. tinctorius L. and could be directly exploited in broadening safflower gene pool and improving the crop for biotic and abiotic stress
environments. In this study, genetic diversity among accessions of C. oxyacanthus and their relationships with cultivated safflower were evaluated using agro-morphological traits and polymorphic inter-simple
sequence repeats (ISSR) markers. Significant variation was observed among accessions particularly for seeds per capitulum,
seed yield per plant, harvest index and capitula per plant. Cluster analysis based on agro-morphological traits classified
the wild accessions in two groups according to their geographical regions, and separated them from the cultivated genotypes.
ISSR marker also revealed a high genetic variation among the accessions, and cluster analysis based on this marker divided
genotypes into four groups, with cultivated ones in a separate clade. Genetic variation observed among the wild safflower
germplasm at the DNA level was higher than the agro-morphological traits, indicating that ISSR is an effective marker system
for detecting diversity among safflower genotypes and their genetic relationships. Accessions of C. oxyacanthus with high genetic relationship to cultivated species could be used for interspecific hybridization in breeding programs of
safflower. 相似文献
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Development of Core Subset of Finger Millet Germplasm Using Geographical Origin and Data on 14 Quantitative Traits 总被引:6,自引:0,他引:6
Hari D. Upadhyaya C. L. L. Gowda R. P. S. Pundir V. Gopal Reddy Sube Singh 《Genetic Resources and Crop Evolution》2006,53(4):679-685
Finger millet [Eleusine coracana (L.) Gaertn.] is an important cereal food crop in Africa and South Asia. It is a hardy crop that can be grown in very diverse
environments from almost at sea level to about 2400 m.a.s.l. Finger millet has an excellent food value as its seeds contain
protein ranging from 7 to 14% and are particularly rich in methionine amino acid, iron, and calcium. Despite all these merits,
this crop has been neglected from the main stream of crop improvement research. One of the means to boost its production and
productivity is to enhance utilization of finger millet germplasm to breed superior varieties. Keeping this objective in view,
a core subset of finger millet germplasm (622 accessions) based on origin and data on 14 quantitative traits was developed
from the entire global collection of 5940 accessions held in the genebank at ICRISAT, Patancheru, India. The comparison of
means, variances, frequency distribution, Shannon-Weaver diversity index (H′) and phenotypic correlations indicated that the
core subset represents the entire collection. These tests indicated that sampling was optimal and the diversity has been captured
very well in the core subset. The correlation analysis indicated that panicle exsertion and longest finger length could be
given lower priority in the future germplasm evaluation work of finger millet. 相似文献
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Muhammad A. Khan Sabine von Witzke-Ehbrecht Brigitte L. Maass Heiko C. Becker 《Genetic Resources and Crop Evolution》2009,56(1):19-30
Patterns of geographical diversity, and the relationship between agro-morphological traits and fatty acid composition were
assessed for 193 safflower (Carthamus tinctorius) accessions representing forty countries. Accessions were assigned to eight groups based on geographical proximity. Cluster
and Principal Component analyses were performed to assess patterns of diversity among the accessions and to select the most
distant accessions from each of eight groups for analysis of randomly amplified polymorphic DNA (RAPD) markers. There was
a large amount of diversity for agro-morphological traits, fatty acid composition, and RAPD markers. Most correlations among
different traits were rather low. Plant height showed a positive correlation with days to flowering (r = 0.63**). Palmitic acid was positively correlated with stearic acid and oleic acid values, and negatively correlated with
linoleic acid (P < 0.01). Oleic acid and linoleic acid showed a strong negative correlation (r = −0.89**). The first three principal components together explained 59% of the variation, however, neither principal component
analysis (PCA) nor marker analysis revealed a clear relationship between diversity pattern and geographical origin. Accessions
from some geographical regions tended to group together, such as accessions from South Western Asia, Central Western Europe,
and the Mediterranean region. The correlation between the morphological matrix and the genetic matrix based on RAPD markers
was not significant (r = 0.027). Wide diversity in safflower germplasm indicates a considerable potential for improving this crop for both agronomic
and quality traits. 相似文献
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Giuseppina Logozzo Rosa Donnoli Leonardo Macaluso Roberto Papa Helmut Knüpffer Pierluigi Spagnoletti Zeuli 《Genetic Resources and Crop Evolution》2007,54(8):1763-1779
Common bean (Phaseolus vulgaris L.) was introduced in Europe from both Mesoamerican and Andean centres of origin. In this study, a collection including 544
accessions from all European regions showed that the Andean phaseolin types ‘T’ (45.6%) and ‘C’ (30.7%) prevailed over the
Mesoamerican ones ‘S’ (23.7%), and accessions with cuboid seed shape (34.9%), maroon coat darker colour seed (44.3%), uniform
seed colour (69.6%) were the most frequent. European accessions with phaseolin ‘S’ showed a significantly larger average seed
size compared to those from America in the same phaseolin class while those presenting ‘T’ and ‘C’ phaseolin did not. This
suggests that, during crop expansion in Europe, sampling or selection favoured the large-seeded races within the Mesoamerican
‘S’ gene pool or, possibly, introgression from Andean germplasm did occur. A core collection was developed using sampling
approaches based on the information available in the genebank databases and on phaseolin patterns. Four sampling strategies
were used: simple random sampling, and three random-stratified samplings, by logarithm of frequency of accessions by country,
by European region, and by phaseolin pattern, respectively. Two sampling strategies resulted in core collections significantly
different for phaseolin electrophoretic patterns from the whole collection. Stratification by phaseolin patterns increased
the frequency of ‘S’ types (‘C’ type = 33%, ‘T’ type = 5.7% and ‘S’ type = 31.3%). The core collections were validated using
seven seed characters, and no significant difference was observed in all strategies. This first developed European bean core
collection will help to assess the contribution of the two American gene pools to the European germplasm and their relative
importance for breeding purposes. 相似文献
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N. P. S. Dhillon R. Ranjana Kuldeep Singh I. Eduardo A. J. Monforte M. Pitrat N. K. Dhillon P. P. Singh 《Genetic Resources and Crop Evolution》2007,54(6):1267-1283
Diversity among 36 snapmelon landraces, collected from 2 agro-ecological regions of India (9 agro-climatic sub-regions), was
assayed using RAPD primers, morphological traits of plant habit and fruit, 2 yield-associated traits, pest and disease resistance
and biochemical composition (TSS, ascorbic acid, titrable acidity). Typical differences among accessions were observed in
plant and fruit characteristics and snapmelon germplasm with high titrable acidity and possessing resistance to downy mildew,
Cucumber mosaic virus, Zucchini yellow mosaic virus, Papaya ringspot virus, Aphis gossypii and Meloidogyne incognita was noticed in the collection. RAPD based grouping analysis revealed that Indian snapmelon was rich in genetic variation
and region and sub-region approach should be followed across India for acquisition of additional melon landraces. Accessions
of var. agrestis and var. momordica clustered together and there was a separate cluster of the accessions of var. reticulatus. Comparative analysis of the genetic variability among Indian snapmelons and an array of previously characterized reference
accessions of melon from Spain, Israel, Korea, Japan, Maldives, Iraq, Pakistan and India using SSRs showed that Indian snapmelon
germplasm contained a high degree of unique genetic variability which was needed to be preserved to broaden the genetic base
of melon germplasm available with the scientific community.
N. P. S. Dhillon and Ranjana contributed equally to this work and are considered the first authors. 相似文献
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Phenotypic diversity was assessed for quantitative and qualitative traits in a salt-tolerant subset of the international safflower
(Carthamus tinctorius L.) germplasm collection originating from 11 countries in three regions (Central Asia, Southwest Asia and Africa) of the
Middle East. Phenotypically, the germplasm, among and within regions, was highly variable, especially for rosette- and yield-related
traits. Frequency of desirable variants of seven agronomically important traits ranged from 14% for long rosette period to
50% for no or few spines. Level of population differentiation was high for number of capitula per plant (30%), whereas most
traits partitioned their diversity (82–87%) within populations. Region-specific nonrandom associations among sets of qualitative
traits and the existence of broad morphological and phenotypic diversity in this germplasm were supported by the large number
of log-linear models needed to describe qualitative trait associations, the high number of principal components needed to
account for total variability, and the low discriminatory power of phenotypic traits among germplasm from regions and countries
in the Middle East. These results suggest that adaptation of the species to the wide spatial and temporal variation in the
Middle East resulted in a multitude of ecotypes and in enormous amount of local variation. A multivariate selection criterion
for high biological and seed yield, long rosette period and no or few spines identified five accessions from Southwest Asia
that can be introduced into subsistence farming systems as a multipurpose crop under saline agriculture. 相似文献
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Haiming Xu Yongjun Mei Jin Hu Jun Zhu Ping Gong 《Genetic Resources and Crop Evolution》2006,53(3):515-521
A genetic model, including effects of environments, genotypes, and genotype by environment interaction, was employed to analyze
five fiber traits of Island cotton (Gossypium barbadense L.). Genotypic values of 304 accessions were predicted by the adjusted unbiased prediction (AUP). Genetic similarities between
different accessions were measured by Mahalanobis distances based on genotypic values. Appropriate sampling strategies, linkage
rules in stepwise clustering, and sampling proportion were evaluated. To form a core collection of Island cotton, 60 accessions
were sampled by the deviation sampling strategy combined with single linkage rule of hierarchical clustering. The genetic
variation and structure captured by the core collection were examined in means, variances, ranges and coefficients of variation,
correlation coefficients of quantitative traits, and the accessions distribution plotted by first two principal components
between two collections. It was showed that the initial collection was well represented by the core collection for exploiting
the Island cotton germplasm.
These authors contributed equally to this work. 相似文献