Growth, seed development and genetic analysis in wild type and Def mutant of Pisum sativum L
© Ayeh et al.; licensee BioMed Central Ltd. 2011
Received: 1 August 2011
Accepted: 11 November 2011
Published: 11 November 2011
The def mutant pea (Pisum sativum L) showed non-abscission of seeds from the funicule. Here we present data on seed development and growth pattern and their relationship in predicting this particular trait in wild type and mutant lines as well as the inheritance pattern of the def allele in F2 and F3 populations.
Pod length and seed fresh weight increase with fruit maturity and this may affect the abscission event in pea seeds. However, the seed position in either the distal and proximal ends of the pod did not show any difference. The growth factors of seed fresh weight (FW), width of funicles (WFN), seed width (SW) and seed height (SH) were highly correlated and their relationships were determined in both wild type and def mutant peas. The coefficient of determination R2 values for the relationship between WFN and FW, SW and SH and their various interactions were higher for the def dwarf type. Stepwise multiple regression analysis showed that variation of WFN was associated with SH and SW. Pearson's chi square analysis revealed that the inheritance and segregation of the Def locus in 3:1 ratio was significant in two F2 populations. Structural analysis of the F3 population was used to confirm the inheritance status of the Def locus in F2 heterozygote plants.
This study investigated the inheritance of the presence or absence of the Def allele, controlling the presence of an abscission zone (AZ) or an abscission-less zone (ALZ) forming in wild type and mutant lines respectively. The single major gene (Def) controlling this phenotype was monogenic and def mutants were characterized and controlled by the homozygous recessive def allele that showed no palisade layers in the hilum region of the seed coat.
A development funiculus (def) mutant pea (Pisum sativum) is known as a spontaneous mutation with monogenic recessive inheritance [1–4]. The chromosomal location of the Def allele has been found to be located at the bottom end of linkage group VII corresponding to chromosome no 4 [5–7]. Usually in wild type pea, there is a distinctive cell separation between funicle and seed coat that leads abscission of seed and results in detachment of seed from funicle. The wild type pea developed a double palisade layer and these may contribute to seed abscission . In contrast, the palisade layers were absent in the def mutant pea and the funicle thus remained firmly attached to the seed coat resulting in non-abscission of seed from the pod. In spite of the distinct phenotypical differences between the wild type and def mutant, there was only limited information available on the trait [5, 9]. In the present study, we differentiate seed growth and development in the wild type and the def mutant lines. The trait inheritance pattern in the Def locus was also examined in F2 and F3 segregate populations by crossing wild type (Def) and mutant (def).
In pea seeds, growth and development is characterized by three distinct phases and two lag phases . The first phase comprises cell division of cotyledon cells. This phase is also described as pre-storage. The second phase is the maturation step and marks the period where cotyledon cells expand and proteins and starch are laid down as reserve compounds . In the third phase, the maturation process is completed and the seed undergoes a desiccation period. The first lag period in seed growth correspond to a rapid decline in the growth of the testa and disappearance of the endosperm [12, 13]. During the second lag phase, the level of the liquid endosperm declines to a minimum and the embryo then makes contact with the internal surface of the testa. The pattern of seed development is important in determining the optimum stage of seed maturation, that produces the maximum quantity and quality of seeds . In plant species, the ovule may develop into a seed non-randomly with respect to ovule position in the ovary and there is a general tendency towards a greater probability of seed maturation at the distal end of the pod [15, 16]. Therefore, it was useful to ascertain whether the effect of ovule position may have an effect on the developmental growth pattern in Def wild type and def mutant pea lines.
Allometric relationships are powerful predictive tools in plant sciences that may be used in predicting a particular a trait from other attributes of the plant . Seed size has been found to be a useful attribute in predicting the ability of plants to establish in drought  and nutrient stress . Seed size is an essential component of the life history in plants  because any small changes may cause differences in seedling growth, survival, and yield . The funiculus is the only point of attachment between the developing seed and the plant. Nutrients are channelled from the pod via the funiculus to the seed coat . Since the funiculus acts as a conduit through which nutrients pass from the plant into the seed, an allometric relationship between the funiculus and other seed attributes may provide valuable insights into its role in seed development.
In Mendelian genetics, the F2 generation of a single monogenetic trait generally produce approximations to a 3:1 ratio depending on population size. However, deviations may occur with regards to the 3:1 ratio described as segregation distortion. Segregation distortion is the deviation of observed genetic ratios from the expected Mendelian ratios of a given genotypic class within a segregating population [23–25]. Lyttle , proposed that distorted segregation ratios may be the result from gametophytic competition where there is a preferred choice in fertilization, or the abortion of either the female or male gametes or zygotes. Taylor and Ingvarsson , has been specific in attributing the cause of segregation distortion to mechanisms that act in the male gametes. Segregation ratios that do not obey expected Mendelian ratios have been reported in a number of plants including pea (Pisum sativum) , common bean , mungbean (Vigna radiata L Wilcek) , barley (Hordeum vulgare) [31, 32], maize (Zea mays) [33, 34], rice (Oryza sativa) [35, 36] and wheat (Triticum aestivum) [37–39]. Segregation analysis may serve as an important intermediate tool to help investigators plan more sophisticated genomic studies  and further enable breeders to manipulate major genes [41, 42].
Pod length, seed position and seed fresh weight
Pod length was measured to identify differences in growth patterns between Def wild type lines (JI 116 and JI 2822) and def mutants (JI 1184 and JI 3020) (Tables Q41 and 2). The pod length in all four accessions increased as the pods matured although there was some variation among accessions. Pod length increased significantly at P3.1 and P5.1 in JI 116 and JI2822, respectively but wild type JI116 showed longer pods than def mutant JI 1184. The dwarf type increased significantly at P2.1 in both wild type JI2822 and JI3020 and dwarf mutant JI3020 showed longer pods than JI2822. Through observation and data, we established that pod length increased upon maturity but that pod length was not important factor in the identification of the def mutant.
Details of Pisum sativum accessions and their allelic status with respect to the Def locus
Def (wild type)
RIL, research line
Def (wild type)
Seed growth and development
Changes in the pod length of wild type (JI 116 and JI 2822) and def mutant (JI 1184 and JI 3020) peas (Pisum sativum) at various developmental growth stages
Mean cultivar pod length (mm)
55.7 ± 4.6b
34.0 ± 9.4a
59.3 ± 4.7ab
40.3 ± 7.7a
61.0 ± 2.1 ab
49.3 ± 3.5a
64.73 ± 2.6ab
52.0 ± 1.2ab
65.3 ± 2.7ab
46.7 ± 3.3b
58.0 ± 1.2ab
68.3 ± .5a
53.0 ± 3.6ab
57.0 ± 1.5ab
59.7 ± 4.4a
67.3 ± 1.3a
55.3 ± 2.3a
56.3 ± 1.8ab
67.7 ± 3.4b
67.7 ± 1.4a
55.3 ± 2.7a
59.7 ± 0.35b
70.7 ± 2.9b
When FW together with SW were included in the model, wild type JI 2822 with R 2 59.2% gave the best predictive ability with the regression equation WFN = 1.52 + 1.89FW + 0.0572SW. A model with FW and SH included in the regression of JI 3020 gave an additional variance in the WFN term with a R 2 value of 62.7% and the regression equation WFN = 1.15 + 1.39FW + 0.204SH. Again, JI 3020 gave the best predictive value when SW and SH were included in the model resulting in the regression equation WFN = 0.113 + 0.181SW + 0.227SH. WFN had an improved linear relationship when FW, SW and SH were all included in the model. In all the four accessions tested, def cultivars JI 3020 and JI 1184 with a R 2 value 65.3% and 55.1% respectively, explained much of the variation in WFN as compared to Def accession JI 2822 and JI 116 with R2 values of 59.2% and 21.7% respectively. The regression equation explaining much of the variation in JI 3020 was WFN = 0.155 + 0.052FW + 0.176SW + 0.225SH, R 2 = 65.3%. We included interaction terms, FW*SH, FW*SW and SW*SH in the model which comprised all the three predictors described. Additional variation was observed in the dwarf def accession JI 3020 when the interaction terms FW*SH, FW*SW and SW*SH were included giving predictive R 2 values of 66.3%, 68.7% and 66.6% respectively. We also looked at the inclusion of the interaction term FW*SH*SW to explain variation in WFN. We recorded a predictive value of 67.7% to explain the variation in the hilum size of the def JI 3020 as a result of the inclusion of an interaction term which included all the predictors in these study and these values were higher than those recorded for JI 2822, JI1184 and JI 116. The backward elimination method over pooled data from all four accessions was used to select and validate a model that best explained the relationship between WFN and the predictors as well as their interaction terms. Our results showed that variation of WFN of pea seeds was best associated with SH and SW (R2, 70.40; PRESS, 35, 6104).
Segregation analysis in two F2 populations
F2 plants from selfing of the F1 progeny resulting from the cross JI 2822 × JI 1184
Observed number (O)
Expected number (E)
0.1212 = χcalc2
1: 2: 1
25.590 = χcalc2
F2 plants from selfing of the F1 progeny resulting from the cross JI 2822 × JI 3020
Observed number (O)
Expected number (E)
0.0666 = χcalc2
1: 2: 1
56.1 = χcalc2
Histological and developmental analysis of F3 segregants
Abscission of seeds in wild type and def mutant pea
The abscission of pea seeds can be defined as seed separation from the funicle . This study focused on growth and development of seeds in two wild type lines and two def mutants lines. Sometimes abscission can be considered as the last step of organ developments and may be accompanied by senescence or aging . The abscission process in wild type peas is correlated to seeds maturity since mature seeds easily abscised while young seeds fail to show any discernible abscission event. In previous work , a structural comparison between wild type pea and the def mutant showed different structural phenotype. The wild type underwent a normal abscission between the funicle and seed coat at maturity while def mutant exhibited a non-abscission event in the seeds. Therefore, the abscission event is highly related to seed maturity and the def locus is important in controlling the abscission event in pea seeds.
Our results showed that pod length increased and finally stabilized in mature pods. In all accessions, the initial increase in pod length is generally associated with initial seed filling process . It is interesting to note that with the exception of tall mutant (JI 1184) the initial significant increase in pod length occurred at growth stage P7.1 whilst the in the tall mutant line it occurred at P5.1. This is not surprising since the time to anthesis was much longer in the tall JI 1184 than in the other accessions.
Seed fresh weight was measured to study the developmental growth pattern in seeds. In general, seed development in pea consisted of two growth phases and separated by two lag phases [10, 46]. However, Carr and Skene , revealed a biphasic growth pattern separated by a single lag phase in French beans (Phaseolus vulgaris L). In our results obtained in the proximal and distal location of seeds in JI 116, an initial increase in seed fresh weight was recorded from P8.1 to P7.1 in the proximal end of pod whereas in the distal end, significant growth occurred from P8.1 to P6.1 (Table 2). The same trend was observed in JI 1184 at both proximal and distal ends of the pod. In both dwarf wild type and def mutant types, initial growth rates were significant in both proximal and distal locations except for the distal part of JI 2822. The initial growth phase in all the accessions is due to cell division and associated with changes in the embryo, seed testa and endosperm . Even though we observed a steady increase in seed fresh weight at the proximal and distal ends in tall wild type JI 116, rather slow growth was seen between P4.1 and P3.1 at the proximal end. At the distal end of JI 116, seed fresh weight changes were significant between developmental growth stage P4.1 and P2.1. This period of growth may represent overlaps in transition from the second growth phase to maturation phase. In the tall def mutant JI 1184, a steady increase after the initial seed growth was observed at both the proximal and distal locations of seeds in the pod until maximum seed fresh weight was reached at P2.1 at both proximal and distal seed locations. This steady increase in seed fresh weight until the maximum seed fresh weight was attained may represent a steady transition and attainment of seed maturation phase. In dwarf wild type JI 2822, maximum seed fresh was obtained at P2.1 at the proximal end and decreased at P1.1 indicating a maturation phase. However, maximum seed fresh weight at the distal end was 0.5 g and we found no lag phase. In dwarf def mutant type the growth pattern appear linear at both proximal positions. This linear accumulation of seed fresh weight in JI 3020 may suggest that there was the possibility of delayed termination of reserve accumulation as suggested by Chinnasamy and Bal  in grass pea seeds. At both proximal and distal ends, there was no appreciable increase in seed weight at P1.1 indicating the onset of the desiccation period where the seeds begin to dry. Generally, in both tall wild types and mutant types, there was no pronounced lag phase. This may be due to the choice of the developmental growth stages used in this study that did not cover this event. Seed maturation is an important phase in seed development and marks the termination of the growth of the embryo  prior to seed desiccation phase where the seed loses water and passes into a dormant stage . In the present study seed maturation was observed in all lines to have occurred at P1.1. However, we observed that maturation occurred at the proximal end in JI 2822 at seed developmental stage (P2.1) followed by a well defined desiccation period at P1.1 where there was seed weight loss.
Generally there was a positive correlation between repressors (WFN) and all the predictors described in this study. Our results showed a better predictive value (R 2 , 57.4%) and a positive correlation between WFN and FW in dwarf wild type (JI 2822) than tall wild type and mutant types. The observed relationship between WFN and FW obtained was consistent with the findings of Mawson et al.  who found that the size of the funiculus increases from an early developmental stage to a more advanced stage. WFN correlated positively with SW except for JI 116 (R 2 , 14.8%). The same pattern was observed when SH was regressed on WFN in def mutant lines than Def wild type lines. The general trend observed where mutants types exhibited better R 2 values than wild types (Additional file 2: Table 2) may be due to the fact that mutants, particularly JI 3020 (dwarf, mutant) have a much more swollen funiculus than in wild types (data not shown). A combination of two of the predictors as well as all three predictors and their interaction terms were included in the fitted models. The best predictive value (R 2 , 68.7%) was recorded in dwarf JI 3020 when the interaction term FW*SW was included in the fitted model as compared to where the interaction term FW*SW*SH was included. Thus it may be suggested there could be a relationship involving fresh weight and seed width. However, when data were pooled together and backward elimination of terms applied, the model excluded seed FW but included SH and SW in determining the best relationship between predictors and WFN. The results obtained from seed development and regression analysis involving all the four accession revealed differences. We further used PCA analysis to confirm and summarized the differences between the accessions.
Segregation distortion may be explained as a deviation from expected ratios in a given phenotype or genotypic progenies within a segregating population . In this work, we have used Pearson's chi square analysis to test and explain phenotypic ratios and quantify deviations in 3:1 and 1:2:1 Mendelian ratio when Def/Def wild type was crossed to def/def mutant. In the F1 progeny produced in the initial crosses, heterozygous Def/def obtained were not phenotypically different from the homozygous dominant (Def/Def) parents. Our results showed consistency with what would have been expected if the abscission event in pea wild type lines are under the control of a single dominant gene, Def . Phenotypic segregation of F2 seeds showed that observed numbers obtained from a 1:2:1 ratio in the two populations tested was insignificant as revealed by χ2 values (25.590 and 56.1). These results agree with the work of Kloos et al. , who showed using chi square analysis that the inheritance of dark disk colour was determined by a single dominant gene. Chi square analysis have also been used to investigate excess or deficiency segregation distortion in F2 populations of pea recombinant inbred populations . Genetic analysis based on chi square analysis in two self pollinating pea plants revealed that embryo abortion was the cause of segregation distortion when the ratio 9:3:1 was tested . Even though we did not observe large deviations from our 3:1 ratio, some of the factors that may be responsible for the deviations in the 1:2:1 ratios in the two populations, may include the presence of lethal genes that may be involved in the various stages of reproduction including sporogenesis, fertilization and seed development [54, 55].
Structural analysis of F3 segregants
We used the dwarf wild type JI 2822 in crosses with tall mutant types JI 1184 and dwarf mutant JI 3020 because JI 2822 has a black hilum surface which can be readily observed during the maturation phase. Black hilum is a good segregating morphological marker offering a clear visual reference to tissue differentiation at the macro level. The results of our genetic inheritance studies through cell structure analysis suggest that Def is determined by a one-locus diallelic system, indicating a single gene hypothesis. Structural analysis involving the dwarf wild type (JI 2822) and tall mutant (JI 1184) which were characterized genotypically as homozygous dominant lines (Def/Def), heterozygous lines (Def/def) and homozygous recessive lines (def/def). Phenotypic observation through structural analysis revealed that the heterozygous lines were similar to the homozygous dominant lines (data not shown). However, an aberrant or incomplete phenotype showing partial appearance of the palisade layer was observed in a heterozygous line from this cross (Figure 5a and 5d). A possible explanation for this aberrant phenotype may be that it arose through a spontaneous event as described for the inheritance of homostyles by Tamari . Such abnormality may be attributed to a number of reasons including physiological, molecular and environmental factors . The second F3 population (JI 2822 × JI 3020) confirmed the 3:1 segregation ratio in pea and no aberrant phenotypes among the heterozygous progeny was observed. The less differentiated palisade layer observed in the young seed of the heterozygous line 77 (Figure 6a), may possibly be due to the early developmental stage (Figure 6m). This is because the epidermal cells at that stage were made of cuboidal epidermal cells before the fully differentiated epidermal cells appear at stage P1.1 with a mature seed (Figure 6d) as described by Miller . Generally, seed weight in F3 lines correlated with the formation of an AZ. Mature seeds had a clearer AZ than young seeds in Def wild type. Generally, seed weight correlated with the maturity of the pod on the pea plant. The similar size of the F3 progenies to that of parental may suggest the influence of a maternal effect in seed maturation in the F3 progenies due to access to resources from the maternal seed . The interactive influence of maternal photoperiod and temperature has also been hypothesized to control the molecular expression in progenies of Norway spruce . However, it has also been suggested that final seed weight may be determined by genetic, environment and frequently significant genotype × environment interactions .
The palisade and counter-palisade layers, by default is the structure that delimits the seed coat and the funicle in the wild type pea carrying the Def locus and is thus the location for where the abscission of the funicle from the seed occurs. This layer was conspicuously absent in the mutant cultivars that carry the recessive def allele. In addition, we confirm earlier findings through anatomical analysis that the inheritance of the AZ defined by Def allele was controlled by the Def locus . We observed the presence of a partially formed palisade layer and a less differentiated palisade layers in young seeds in two F3 populations. However, the number of seeds with such phenotypes were small and insignificant compared to the significant 3:1 segregation ratio. This study investigated the inheritance of the presence or absence of the Def allele, controlling phenotypes where there is AZ or an ALZ formation in wild type and mutant lines respectively. The single major gene (Def) controlling this phenotype was identified by Mendelian genetic analysis, confirming earlier findings on the def allele .
The four lines of pea (Pisum sativum L.) seeds JI 116, JI 2822, JI 1184 and JI 3020 used in this study were selected on the basis of the presence of specific alleles at the Def locus, which control the detachment of the seed from the funicle (Table 1). JI 1184 originates from Rozenthal's collection from Russia where the def mutation was first identified and isolated and is an early line selected as carrying the def allele. It has been used for agronomic studies and is a sister line to the type line for def mutant allele. JI 3020 is a registered cultivar from the Netherlands that incorporates the same mutant def allele. In the absence of near-isogenic lines for the Def alleles, two well characterized lines (JI 116 and JI 2822) that matched the gross plant habit of the mutant lines were selected. Both these lines are well characterized genetically and were selected for use in genetic analysis of heterozygous Def/def seeds that are the subject of further study of this locus.
Seeds corresponding to each line were sown in pots with fertilised peat (Floralux, Nittedal Torvindustrier, Norway) and grown under greenhouse conditions at 22°C and 16/8 h photoperiod with a photon flux of 110 μmol m-2 s-1 (400-700 nm Photosynthetic Active Radiation (PAR)) and a day length extending light provided from incandescent lamps (OSRAM, Germany).
Seeds from two populations were produced from crosses JI 3020 × JI 2822 (population one) and JI 1184 × JI 2822 (population two). The F1 from the two populations were self-crossed to produce F2 plants.
Definition of pod identification and measurement of growth
The development of the abscission process was shown to correlate with maturity of seeds, by measuring seed fresh weight at each pod identification stage. Seeds in the first (most mature) pod and close to pea stock are designated as P1.1. The youngest pod and close to the pea stock is designated as P10.1 for JI 116, P8.1 for JI 1184, P4.1 for JI 2822 and P3.1 for JI 3020. This system was also applied to seeds in F3 populations. Seed fresh weight at corresponding pod identification stages were measured in F3 populations
Pod length, proximal and distal seed fresh weights corresponding to each developmental growth stage of the four accessions (JI 116, JI 1184, JI 2822 and JI 3020) were measured. Forty seeds per accession were harvested after maturity in all the four accession. Seeds were randomly selected through the entire developmental series. The width of the funiculus on the seed (WFN), fresh weights (FW), seed width (SW) and seed height (SH) were measured and then analysed statistically.
Means and standard deviations of pod length and seed fresh weight were computed using the Tukey simultaneous comparison test (Minitab version 15). The relationships between WFN and FW, SW and SH were evaluated by fitting regression models with Multiple Linear Regression (MLR) analysis procedure of Minitab (Version 15). The internal validity of the models was tested by coefficient of determination (R2). Model validations of a pooled data of all the accessions were carried out using the stepwise elimination option (Minitab version 15). We also used Principal Components Analysis (PCA) , to find clusters between pea Def wild type and def mutant lines. In addition, pearson's goodness of fit test was used to study two segregations ratios (3:1 and 1:2:1) to interpret phenotypic ratios and quantify the various deviations expected by chance as described by Halliburton .
F3 plant material
Genetic characterization of two populations of F3 lines used for structural analysis
F3 population (Line)
Presence/absence of Def locus in F3 lines
JI 2822 × JI
Dwarf wild type × Tall mutant
JI 2822 × JI 3020
Dwarf wild type × Dwarf mutant
Plant tissue preparation and examination
For structural analysis, seeds of all lines were embedded in LR White resin (London Resin Company, England) as mentioned in Ayeh et al.  Briefly, seeds were cut into 2 mm thick and immediately fixed in 1% formaldehyde, 0.025% glutaraldehyde, 0.1% (v/v) Tween 20 in 0.01 M sodium phosphate buffer, pH 7.2 and vacuum infiltrated for 1 h. The fixed tissues were placed at 4°C overnight and then dehydrated in a graded ethanol series. After infiltration, the specimens were embedded in LR White and polymerised at 50°C for 24 h. For histological staining, sectioned materials (1 μm thick) were stained with toluidine blue O (Sigma, USA) and mounted in Depex (BDH, USA). Sections were examined using a Leica brightfield microscope (Leica, Germany).
Kwadwo O. Ayeh wishes thank to The Norwegian Arabidopsis Research Centre (NARC) at The Norwegian University of Life Sciences (UMB) and Prof. Odd Arne Rognli for financial contribution. The authors would also like to thank Hilde R. Kolstad, Kari Boger and Tone Melby for technical support.
- Gandzelo NG, Khangildin VV: Investigation of new mutant genes in the pea .4. Diallele analysis of seed productivity of the nonshattering pea cultivars containing def gene. Genetika. 1989, 25: 659-665.Google Scholar
- Khangildin WV: Investigation of new mutant genes in the pea .1. Genes def, le, lm, fn, fna and their influence on seed productivity. Genetika. 1981, 17: 2004-2012.Google Scholar
- Khangildin WV, Nuriakhmetov DF: Identification of new mutant genes in the pea .3. The effect of def gene stipulating the nonshattering on combining ability, seed productivity and homeostasis in the system of tester crosses. Genetika. 1988, 24: 298-305.Google Scholar
- Rozental AJ: Novaya forma gorokha. Bobowyje i ziernobobowyje kultury Moskwa. 1966, 73-75.Google Scholar
- Swiecicki W, Wolko B: Locus for the gene def (development funiculus). Pisum Newslett. 1990, 22: 67-68.Google Scholar
- Weeden NF, Ellis THN, Timmermann-Vaughan GM, Swiecicki WK, Rosov SM, Berdnikov VA: A consensus linkage map for Pisum sativum. Pisum Genet. 1998, 30: 1-4.Google Scholar
- Weeden NF, Wolko B: Genetic maps. Genetic maps. 1990, O'brien SJ: Cold spring harbor, 6106-6112.Google Scholar
- Ayeh K, Lee Y, Ambrose M, Hvoslef-Eide A: Characterization and structural analysis of wild type and a non-abscission mutant at the development funiculus (Def) locus in Pisum sativum L. BMC Plant Biol. 2009, 9: 76-10.1186/1471-2229-9-76.PubMedPubMed CentralView ArticleGoogle Scholar
- von Stackelberg ML, Lindemann S, Menke M, Riesselmann S, Jacobsen HJ: Identification of AFLP and STS markers closely linked to the def locus in pea. Theor Appl Genet. 2003, 106: 1293-1299.PubMedGoogle Scholar
- Wang T, Hedley CL: Genetic and developmental analysis of the seed. Peas: Genetics, molecular biology and biochemistry. Edited by: Casey R, Davies DR. 1993, Cambridge, UK: CAB Intl, 83-120.Google Scholar
- Lemontey C, Mousset-Declas C, Munier-Jolain N, Boutin JP: Maternal genotype influences pea seed size by controlling both mitotic activity during early embryogenesis and final endoreduplication level/cotyledon cell size in mature seed. J Exp Bot. 2000, 51: 167-175. 10.1093/jexbot/51.343.167.PubMedView ArticleGoogle Scholar
- Brocard-Gifford IM, Lynch TJ, Finkelstein RR: Regulatory networks in seeds integrating developmental, abscisic acid, sugar, and light signaling. Plant Physiol. 2003, 131: 78-92. 10.1104/pp.011916.PubMedPubMed CentralView ArticleGoogle Scholar
- Eeuwens CJ, Schwabe WW: Seed and pod wall development in Pisum sativum, L in relation to extracted and applied hormones. J Exp Bot. 1975, 26: 1-14. 10.1093/jxb/26.1.1.View ArticleGoogle Scholar
- Chinnasamy G, Bal AK: The pattern of seed development and maturation in beach pea (Lathyrus maritimus). Can J Bot. 2003, 81: 531-540. 10.1139/b03-049.View ArticleGoogle Scholar
- Nakamura RR: Seed abortion and seed size variation within fruits of Phaseolus vulgaris pollen donor and resource limitation effects. Am J Bot. 1988, 75: 1003-1010. 10.2307/2443768.View ArticleGoogle Scholar
- Rocha OJ, Stephenson AG: Effect of ovule position on seed production, seed weight, and progeny performance in Phaseolus coccineus L (Leguminosae). Am J Bot. 1990, 77: 1320-1329. 10.2307/2444592.View ArticleGoogle Scholar
- Bond WJ, Honig M, Maze KE: Seed size and seedling emergence: an allometric relationship and some ecological implications. Oecologia. 1999, 120: 132-136. 10.1007/s004420050841.View ArticleGoogle Scholar
- Leishman MR, Westoby M, Jurado E: Correlates of seed size variation - a comparison among 5 temperate floras. J Ecol. 1995, 83: 517-529. 10.2307/2261604.View ArticleGoogle Scholar
- Jurado E, Westoby M: Seedling growth in relation to seed size among species of Arid australia. J Ecol. 1992, 80: 407-416. 10.2307/2260686.View ArticleGoogle Scholar
- Koelewijn HP, Van Damme JMM: Effects of seed size, inbreeding and maternal sex on offspring fitness in gynodioecious Plantago coronopus. J Ecol. 2005, 93: 373-383. 10.1111/j.1365-2745.2004.00940.x.View ArticleGoogle Scholar
- Jaradat AA, Rinke JL: Flowering, capsule and seed characteristics in Cuphea. Euphytica. 2008, 161: 447-459. 10.1007/s10681-007-9625-x.View ArticleGoogle Scholar
- Hardham AR: Structural aspects of pathways of nutrient flow to developing embryo and cotyledons of Pisum sativum L. Austra J Bot. 1976, 24: 711-721. 10.1071/BT9760711.View ArticleGoogle Scholar
- Kumar S, Gill BS, Faris JD: Identification and characterization of segregation distortion loci along chromosome 5B in tetraploid wheat. Mol Gen Genom. 2007, 278: 187-196. 10.1007/s00438-007-0248-7.View ArticleGoogle Scholar
- Stadler BMR: Heteroclinic cycles and segregation distortion. J Theor Biol. 1996, 183: 363-379. 10.1006/jtbi.1996.0228.View ArticleGoogle Scholar
- Wang CM, Zhu CS, Zhai HQ, Wan JM: Mapping segregation distortion loci and quantitative trait loci for spikelet sterility in rice (Oryza sativa L.). Genet Res. 2005, 86: 97-106. 10.1017/S0016672305007779.PubMedView ArticleGoogle Scholar
- Lyttle TW: Segregation distorters. Annu Rev Gen. 1991, 25: 511-557. 10.1146/annurev.ge.25.120191.002455.View ArticleGoogle Scholar
- Taylor DR, Ingvarsson PK: Common features of segregation distortion in plants and animals. Genetica. 2003, 117: 27-35. 10.1023/A:1022308414864.PubMedView ArticleGoogle Scholar
- De Martino T, Errico A, Lassandro A, Conicella C: Distorted segregation resulting from pea chromosome reconstructions with alien segments from Pisum fulvum. J Hered. 2000, 91: 322-325. 10.1093/jhered/91.4.322.PubMedView ArticleGoogle Scholar
- Paredes OM, Gepts P: Segregation and recombination in inter gene pool crosses of Phaseolus vulgaris L. J Hered. 1995, 86: 98-106.Google Scholar
- Lambrides CJ, Godwin ID, Lawn RJ, Imrie BC: Segregation distortion for seed testa color in mungbean (Vigna radiata L. Wilcek). J Hered. 2004, 95: 532-535. 10.1093/jhered/esh078.PubMedView ArticleGoogle Scholar
- Devaux P, Kilian A, Kleinhofs A: Comparative mapping of the barley genome with male and female recombination derived, doubled haploid populations. Mol Gen Genet. 1995, 249: 600-608. 10.1007/BF00418029.PubMedView ArticleGoogle Scholar
- Zivy M, Devaux P, Blaisonneau J, Jean R, Thiellement H: Segregation distortion and linkage studies in microspore-derived double haploid lines of Hordeum vulgare L. Theor Appl Genet. 1992, 83: 919-924.PubMedGoogle Scholar
- Dufour P, Johnsson C, Antoine-Michard S, Cheng R, Murigneux A, Beckert M: Segregation distortion at marker loci: Variation during microspore embryogenesis in maize. Theor Appl Genet. 2001, 102: 993-1001. 10.1007/s001220100584.View ArticleGoogle Scholar
- Lu H, Romero-Severson J, Bernardo R: Chromosomal regions associated with segregation distortion in maize. Theor Appl Genet. 2002, 105: 622-628. 10.1007/s00122-002-0970-9.PubMedView ArticleGoogle Scholar
- Harushima Y, Kurata N, Yano M, Nagamura Y, Sasaki T, Minobe Y, Nakagahra M: Detection of segregation distortions in an Indica jjaponica rice cross using a high resolution molecular map. Theor Appl Genet. 1996, 92: 145-150. 10.1007/BF00223368.PubMedView ArticleGoogle Scholar
- Xu Y, Zhu L, Xiao J, Huang N, McCouch SR: Chromosomal regions associated with segregation distortion of molecular markers in F-2, backcross, doubled haploid, and recombinant inbred populations in rice (Oryza sativa L). Mol Gen Genet. 1997, 253: 535-545. 10.1007/s004380050355.PubMedView ArticleGoogle Scholar
- Faris JD, Laddomada B, Gill BS: Molecular mapping of segregation distortion loci in Aegilops tauschii. Genetics. 1998, 149: 319-327.PubMedPubMed CentralGoogle Scholar
- Peng J, Korol AB, Fahima T, Roder MS, Ronin YI, Li YC, Nevo E: Molecular genetic maps in wild emmer wheat, Triticum dicoccoides: genome wide coverage, massive negative interference, and putative quasi linkage. Genom Res. 2000, 10: 1509-1531. 10.1101/gr.150300.View ArticleGoogle Scholar
- Zhang HB, Dvorak J: Characterization and distribution of an interspersed repeated nucleotide sequence from Lophopyrum elongatum and mapping of a segregation distortion factor with it. Genome. 1990, 33: 927-936. 10.1139/g90-139.PubMedView ArticleGoogle Scholar
- Xiao J, Wang X, Hu Z, Tang Z, Xu C: Multivariate segregation analysis for quantitative traits in line crosses. Heredity. 2007, 98: 427-435.PubMedGoogle Scholar
- Wang J, Podlich DW, Cooper M, DeLacy IH: Power of the joint segregation analysis method for testing mixed major gene and polygene inheritance models of quantitative traits. Theor Appl Genet. 2001, 103: 804-816. 10.1007/s001220100628.View ArticleGoogle Scholar
- Zeng W, Li BL: Simple tests for detecting segregation of major genes with phenotypic data from a diallel mating. Forest Sci. 2003, 49: 268-278.Google Scholar
- Gonzalez-Carranza ZH, Lozoya-Gloria E, Roberts JA: Recent developments in abscission: Shedding light on the shedding process. Trends Plant Sci. 1998, 1: 10-14.View ArticleGoogle Scholar
- Farage-Barhom S, Burd S, Sonego L, Perl-Treves R, Lers A: Expression analysis of the BFN1 nuclease gene promoter during senescence, abscission, and programmed cell death-related processes. J Exp Bot. 2008, 59: 3247-3258. 10.1093/jxb/ern176.PubMedPubMed CentralView ArticleGoogle Scholar
- Ney B, Duthion C, Fontaine E: Timing of reproductive abortions in relation to cell division, water content, and growth of pea seeds. Crop Sci. 1993, 33: 267-270. 10.2135/cropsci1993.0011183X003300020010x.View ArticleGoogle Scholar
- Hedley CL, Ambrose MJ: An analysis of seed development in Pisum sativum L. Ann Bot. 1980, 46: 89-105.Google Scholar
- Carr DJ, Skene KGM: Diauxic growth curves of seeds, with special reference to french beans (Phaseolus vulgaris L.). Austra J Biolog Sci. 1961, 14: 1-12.Google Scholar
- Gutierrez L, Van Wuytswinkel O, Castelain M, Bellini C: Combined networks regulating seed maturation. Trends Plant Sci. 2007, 12: 294-300. 10.1016/j.tplants.2007.06.003.PubMedView ArticleGoogle Scholar
- Kermode AR: Regulatory mechanisms involved in the transition from seed development to germination. Crit Rev Plant Sci. 1990, 9: 155-195. 10.1080/07352689009382286.View ArticleGoogle Scholar
- Mawson BT, Steghaus AK, Yeung EC: Structural development and respiratory activity of the funiculus during bean seed (Phaseolus vulgaris L) maturation. Ann Bot. 1994, 74: 587-594. 10.1006/anbo.1994.1158.View ArticleGoogle Scholar
- Khangildin VK, Khangildin V: Nekotorye rezultaty geneticheskikh issledovanijs gorokhom. Voprosy genetiki i sjelekcji sjelskohozjajstwienych rastieniejTrudy Bashkirskogo Nauchno-Issledovatelsta. 1969, 40-61.Google Scholar
- Kloos WE, George CG, Sorge LK: Dark disk color in the flower of Gerbera hybrida is determined by a dominant gene, dc. Hortscience. 2005, 40: 1992-1994.Google Scholar
- Knox MR, Ellis THN: Excess heterozygosity contributes to genetic map expansion in pea recombinant inbred populations. Genetics. 2002, 162: 861-873.PubMedPubMed CentralGoogle Scholar
- Cheng R, Kleinhofs A, Ukai Y: Method for mapping a partial lethal factor locus on a molecular marker linkage map of a backcross and doubled haploid population. Theor Appl Genet. 1998, 97: 293-298. 10.1007/s001220050898.View ArticleGoogle Scholar
- Hedrick PW, Muona O: Linkage of viability genes to marker loci in selfing organisms. Heredity. 1990, 64: 67-72. 10.1038/hdy.1990.8.View ArticleGoogle Scholar
- Tamari F, Khosravi D, Hilliker AJ, Shore JS: Inheritance of spontaneous mutant homostyles in Turnera subulata x krapovickasii and in autotetraploid T. scabra (Turneraceae). Heredity. 2005, 94: 207-216. 10.1038/sj.hdy.6800599.PubMedView ArticleGoogle Scholar
- Miller SS, Bowman LAA, Gijzen M, Miki BLA: Early development of the seed coat of soybean (Glycine max). Ann Bot. 1999, 84: 297-304. 10.1006/anbo.1999.0915.View ArticleGoogle Scholar
- Watson MA, Casper BB: Morphogenetic constraints on patterns of carbon distribution in plants. Annu Rev Ecol Syst. 1984, 15: 233-258. 10.1146/annurev.es.15.110184.001313.View ArticleGoogle Scholar
- Johnsen Ø, Dahlen OG, Østreng G, Skrøppa T: Daylength and temperature during seed production interactively affect adaptive performance of Picea abies progenies. New Phytol. 2005, 168: 589-596. 10.1111/j.1469-8137.2005.01538.x.PubMedView ArticleGoogle Scholar
- Stringi L, Amato G, Gristina L, D G: Correlations and path coefficients among yield components in Vicia faba L. equina and minor in a semi-arid environment. Proceedings in 1st European Conference on Grain Legumes. 1992, 297-298.Google Scholar
- Hubert M, Engelen S: Fast cross-validation of high breakdown resampling methods for PCA. Compu Statis Data Anal. 2007, 51: 5013-5024. 10.1016/j.csda.2006.08.031.View ArticleGoogle Scholar
- Halliburton R: Introduction to population genetics. Pearson Education, Inc, Upper saddle, river, NJ 07458. 2004, 69-89.Google Scholar
This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited