Estimation of sampling variance of molecular marker data using the bootstrap procedure

1994 ◽  
Vol 89-89 (2-3) ◽  
pp. 259-264 ◽  
Author(s):  
J. G. Tivang ◽  
J. Nienhuis ◽  
O. S. Smith
HortScience ◽  
1992 ◽  
Vol 27 (6) ◽  
pp. 573f-573
Author(s):  
Jan Tiväng ◽  
Jim Nienhuis ◽  
O.S Smith

The sampling method was applied to a data-set generated by RFLP molecular marker analysis, representing 37 Zea maize cultivars. A total of 251 enzyme probe-combinations were used yielding a total of 1,205 scores per genotype. Genetic distance was calculated among all 37 entries from subsets of arbitrary and increasing sample size. Each score entry in the subset was selected at random from all possible scores with replacement following each selection. The variance for genetic distance was calculated among all subsets of equal size for all possible cultivar pairs. The pooled pair variance was plotted and compared to random simulation models. Additional comparisons were made contrasting closely vs. distantly related cultivars.


2003 ◽  
Vol 128 (5) ◽  
pp. 682-690 ◽  
Author(s):  
Lisa J. Rowland ◽  
Smriti Mehra ◽  
Anik L. Dhanaraj ◽  
Elizabeth L. Ogden ◽  
Janet P. Slovin ◽  
...  

Because randomly amplified polymorphic DNA (RAPD) is the only type of molecular marker that has been used extensively in blueberry (Vaccinium spp.) for mapping and DNA fingerprinting of cultivars, there is a need to develop a new, robust marker system. Expressed sequence tags (ESTs) produced from a cDNA library, derived from RNA from floral buds of cold acclimated plants, were used to develop EST-PCR markers for blueberry. Thirty clones, picked at random from the cDNA library, were single-pass sequenced from the 5' and 3' ends. Thirty PCR primer pairs were designed from the ends of the best quality sequences that were generated and were tested in amplification reactions with genomic DNA from 19 blueberry genotypes, including two wild selections (the original parents of a mapping population), and 17 cultivars. Fifteen of the 30 primer pairs resulted in amplification of polymorphic fragments that were detectable directly after ethidium bromide staining of agarose gels. Several of the monomorphic amplification products were digested with the restriction enzyme AluI and approximately half resulted in polymorphic-sized fragments (cleaved amplified polymorphic sequences or CAPS markers). The polymorphic EST-PCR and CAPS markers developed in this study distinguished all the genotypes indicating that these markers should have general utility for DNA fingerprinting and examination of genetic relationships in blueberry. Similarity values were calculated based on the molecular marker data, and a dendrogram was constructed based on the similarity matrix. Coefficients of coancestry were calculated for each pair of genotypes from complete pedigree information. A fair correlation between similarity coefficients calculated from marker data and coefficients of coancestry was found.


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