A model selection-based interval-mapping method for autopolyploids

While extensive progress has been made in quantitative trait locus (QTL) mapping for diploid species, similar progress in QTL mapping for polyploids has been limited due to the complex genetic architecture of polyploids. To date, QTL mapping in polyploids has focused mainly on tetraploids with dominant and/or codominant markers. Here, we extend this view to include any even ploidy level under a dominant marker system. Our approach first selects the most likely chromosomal marker configurations using a Bayesian selection criterion and then fits an interval-mapping model to each candidate. Profiles of the likelihood-ratio test statistic and the maximum-likelihood estimates (MLEs) of parameters including QTL effects are obtained via the EM algorithm. Putative QTL are then detected using a resampling-based significance threshold, and the corresponding parental configuration is identified to be the underlying parental configuration from which the data are observed. Although presented via pseudo-doubled backcross experiments, this approach can be readily extended to other breeding systems. Our method is applied to single-dose restriction fragment autotetraploid alfalfa data, and the performance is investigated through simulation studies.     

Multiple-Interval Mapping for Quantitative Trait Loci With a Spike in the Trait Distribution

For phenotypic distributions where many individuals share a common value—such as survival time following a pathogenic infection—a spike occurs at that common value. This spike affects quantitative trait loci (QTL) mapping methodologies and causes standard approaches to perform suboptimally. In this article, we develop a multiple-interval mapping (MIM) procedure based on mixture generalized linear models (GLIMs). An extended Bayesian information criterion (EBIC) is used for model selection. To demonstrate its utility, this new approach is compared to single-QTL models that appropriately handle the phenotypic distribution. The method is applied to data from Listeria infection as well as data from simulation studies. Compared to the single-QTL model, the findings demonstrate that the MIM procedure greatly improves the efficiency in terms of positive selection rate and false discovery rate. The method developed has been implemented using functions in R and is freely available to download and use.     

The power of interval mapping of quantitative trait loci, using selected sib pairs.

The interval-mapping procedure of Fulker and Cardon for analysis of a quantitative-trait loci (QTL) is extended for application to selected samples of sib pairs. Phenotypic selection of sib pairs, which is known to yield striking increases in power when a single marker is used, provides further increases in power when the interval-mapping approach is used. The greatest benefits of the combined approach are apparent with coarse maps, where QTLs of relatively modest (15%-20%) heritability can be detected with widely spaced markers (40-60 cM apart) in reasonably sized sibling samples. Useful information concerning QTL location is afforded by interval mapping in both selected and unselected samples.     

Mixed model approaches for the identification of QTLs within a maize hybrid breeding program

Two outlines for mixed model based approaches to quantitative trait locus (QTL) mapping in existing maize hybrid selection programs are presented: a restricted maximum likelihood (REML) and a Bayesian Markov Chain Monte Carlo (MCMC) approach. The methods use the in-silico-mapping procedure developed by Parisseaux and Bernardo (2004) as a starting point. The original single-point approach is extended to a multi-point approach that facilitates interval mapping procedures. For computational and conceptual reasons, we partition the full set of relationships from founders to parents of hybrids into two types of relations by defining so-called intermediate founders. QTL effects are defined in terms of those intermediate founders. Marker based identity by descent relationships between intermediate founders define structuring matrices for the QTL effects that change along the genome. The dimension of the vector of QTL effects is reduced by the fact that there are fewer intermediate founders than parents. Furthermore, additional reduction in the number of QTL effects follows from the identification of founder groups by various algorithms. As a result, we obtain a powerful mixed model based statistical framework to identify QTLs in genetic backgrounds relevant to the elite germplasm of a commercial breeding program. The identification of such QTLs will provide the foundation for effective marker assisted and genome wide selection strategies. Analyses of an example data set show that QTLs are primarily identified in different heterotic groups and point to complementation of additive QTL effects as an important factor in hybrid performance.     

The Turner syndrome-associated neurocognitive phenotype maps to distal Xp

Turner syndrome (TS) is associated with a characteristic neurocognitive profile that includes impaired visuospatial/perceptual abilities. We used a molecular approach to identify a critical region of the X chromosome for neurocognitive aspects of TS. Partial deletions of Xp in 34 females were mapped by FISH or by loss of heterozygosity of polymorphic markers. Discriminant function analysis optimally identified the TS-associated neurocognitive phenotype. Only subjects missing approximately 10 Mb of distal Xp manifested the specified neurocognitive profile. The phenotype was seen with either paternally or maternally inherited deletions and with either complete or incomplete skewing of X inactivation. Fine mapping of informative deletions implicated a critical region of <2 Mb within the pseudoautosomal region (PAR1). We conclude that haploinsufficiency of PAR1 gene(s) is the basis for susceptibility to the TS neurocognitive phenotype.     

酵母PMT1基因参与内质网应激的调控机制

【目的】内质网应激(Endoplasmic reticulum stress,ERS)可激活细胞保护性信号级联反应——未折叠蛋白质反应(Unfolded protein response,UPR)。研究表明,酵母细胞中的UPR信号通路由转录因子Hac1p和ERS感应因子Ire1p共同介导。前期研究发现:蛋白质-O-甘露糖转移酶1(Protein-O-mannosyltransferase 1,PMT1)基因缺失能延长酵母细胞的复制性寿命,其机制与上调UPR通路活性相关。本文进一步探讨PMT1基因缺失在酵母ERS反应中的作用。【方法】观察PMT1基因与IRE1或HAC1基因双缺失酵母菌株(pmt1?hac1?和pmt1?ire1?)在ERS反应条件下的克隆形成能力;通过比色法检测各菌株的细胞增殖活性;RT-PCR检测各菌株UPR通路下游部分靶基因的转录水平。【结果】与对照菌株比较,PMT1基因缺失菌株(pmt1?)在ERS反应条件下生长较慢,而HAC1和IRE1单基因缺失菌株(hac1?和ire1?)在ERS反应条件下无法存活;在hac1?或ire1?菌株的基础上进一步缺失PMT1基因,可以改善hac1?菌株在ERS反应条件下的生长状态;但缺失PMT1基因没有上调hac1?菌株UPR通路靶基因的转录水平。【结论】缺失PMT1基因可增强hac1?菌株对ERS诱导剂衣霉素的抗性,机制与已知的UPR通路不相关,提示可能存在其它途径参与ERS反应的调控。     

Family-based mapping of quantitative trait loci in plant breeding populations with resistance to Fusarium head blight in wheat as an illustration

Traditional quantitative trait loci (QTL) mapping approaches are typically based on early or advanced generation analysis of bi-parental populations. A limitation associated with this methodology is the fact that mapping populations rarely give rise to new cultivars. Additionally, markers linked to the QTL of interest are often not immediately available for use in breeding and they may not be useful within diverse genetic backgrounds. Use of breeding populations for simultaneous QTL mapping, marker validation, marker assisted selection (MAS), and cultivar release has recently caught the attention of plant breeders to circumvent the weaknesses of conventional QTL mapping. The first objective of this study was to test the feasibility of using family-pedigree based QTL mapping techniques generally used with humans and animals within plant breeding populations (PBPs). The second objective was to evaluate two methods (linkage and association) to detect marker-QTL associations. The techniques described in this study were applied to map the well characterized QTL, Fhb1 for Fusarium head blight resistance in wheat (Triticum aestivum L.). The experimental populations consisted of 82 families and 793 individuals. The QTL was mapped using both linkage (variance component and pedigree-wide regression) and association (using quantitative transmission disequilibrium test, QTDT) approaches developed for extended family-pedigrees. Each approach successfully identified the known QTL location with a high probability value. Markers linked to the QTL explained 40–50% of the phenotypic variation. These results show the usefulness of a human genetics approach to detect QTL in PBPs and subsequent use in MAS.     

A new technique for selective identification and mapping of enhancers within long genomic sequences

We report a new experimental method of direct selection, identification, and mapping of potential enhancer sequences within extended stretches of genomic DNA. The method allows simultaneous cloning of a quantity of sequences instead of tedious screening of the separate ones, thus providing a robust and high-throughput approach to the mapping of enhancers. The selection procedure is based on the ability of such sequences to activate a minimal promoter that drives expression of a selective gene. To this end a mixture of short DNA fragments derived from the segment of interest was cloned in a retroviral vector containing the neomycin phosphotransferase II gene under control of a cytomegalovirus (CMV) minimal promoter. The pool of retroviruses obtained was used to infect HeLa cells and then to select neomycin-resistant colonies containing constructs with enhancer-like sequences. The pool of the genomic fragments was rescued by PCR and cloned, forming a library of the potential enhancers. Fifteen enhancer-like fragments were selected from 1-Mb human genome locus, and enhancer activity of 13 of them was verified in a transient transfection reporter gene assay. The sequences selected were found to be predominantly located near 5' regions of genes or within gene introns.     

Polypurine sequences within a downstream exon function as a splicing enhancer.

We have previously shown that a purine-rich sequence located within exon M2 of the mouse immunoglobulin mu gene functions as a splicing enhancer, as judged by its ability to stimulate splicing of a distant upstream intron. This sequence element has been designated ERS (exon recognition sequence). In this study, we investigated the stimulatory effects of various ERS-like sequences, using the in vitro splicing system with HeLa cell nuclear extracts. Here, we show that purine-rich sequences of several natural exons that have previously been shown to be required for splicing function as a splicing enhancer like the ERS of the immunoglobulin mu gene. Moreover, even synthetic polypurine sequences had stimulatory effects on the upstream splicing. Evaluation of the data obtained from the analyses of both natural and synthetic purine-rich sequences shows that (i) alternating purine sequences can stimulate splicing, while poly(A) or poly(G) sequences cannot, and (ii) the presence of U residues within the polypurine sequence greatly reduces the level of stimulation. Competition experiments strongly suggest that the stimulatory effects of various purine-rich sequences are mediated by the same trans-acting factor(s). We conclude from these results that the purine-rich sequences that we examined in this study also represent examples of ERS. Thus, ERS is considered a general splicing element that is present in various exons and plays an important role in splice site selection.     

Regulation of mitochondrial function and endoplasmic reticulum stress by nitric oxide in pluripotent stem cells

Mitochondrial dysfunction and endoplasmic reticulum stress(ERS) are global processes that are interrelated and regulated by several stress factors. Nitric oxide(NO) is a multifunctional biomolecule with many varieties of physiological and pathological functions, such as the regulation of cytochrome c inhibition and activation of the immune response, ERS and DNA damage; these actions are dose-dependent. It has been reported that in embryonic stem cells, NO has a dual role, controlling differentiation, survival and pluripotency, but the molecular mechanisms by which it modulates these functions are not yet known. Low levels of NO maintain pluripotency and induce mitochondrial biogenesis. It is well established that NO disrupts the mitochondrial respiratory chain and causes changes in mitochondrial Ca~(2+) flux that induce ERS. Thus, at high concentrations, NO becomes a potential differentiation agent due to the relationship between ERS and the unfolded protein response in many differentiated cell lines. Nevertheless, many studies have demonstratedthe need for physiological levels of NO for a proper ERS response. In this review, we stress the importance of the relationships between NO levels, ERS and mitochondrial dysfunction that control stem cell fate as a new approach to possible cell therapy strategies.     

Bulk segregant linkage mapping for rodent and human malaria parasites

In 2005 Richard Carter's group surprised the malaria genetics community with an elegant approach to rapidly mapping the genetic basis of phenotypic traits in rodent malaria parasites. This approach, which he termed “linkage group selection”, utilized bulk pools of progeny, rather than individual clones, and exploited simple selection schemes to identify genome regions underlying resistance to drug treatment (or other phenotypes). This work was the first application of “bulk segregant” methodologies for genetic mapping in microbes: this approach is now widely used in yeast, and across multiple recombining pathogens ranging from Aspergillus fungi to Schistosome parasites. Genetic crosses of human malaria parasites (for which Richard Carter was also a pioneer) can now be conducted in humanized mice, providing new opportunities for exploiting bulk segregant approaches for a wide variety of malaria parasite traits. We review the application of bulk segregant approaches to mapping malaria parasite traits and suggest additional developments that may further expand the utility of this powerful approach.     

Optimal configuration selection for Reconfigurable Manufacturing Systems

The selection of Reconfigurable Manufacturing Systems (RMS) configurations that include arrangement of machines, equipment selection, and assignment of operations, has a significant impact on their performance. This paper reviews the relevant literature and highlights the gaps that exist in this area of research. A novel “RMS Configuration Selection Approach” is introduced. It consists of two phases; the first deals with the selection of the near-optimal alternative configurations for each possible demand scenario over the considered configuration periods. It uses a constraint satisfaction procedure and powerful meta-heuristics, real-coded Genetic Algorithms (GAs) and Tabu Search (TS), for the continuous optimization of capital cost and system availability. The second phase utilizes integer-coded GAs and TS to determine the alternatives, from those produced in the first phase, that would optimize the degree of transition smoothness over the planning horizon. It uses a stochastic model of the level of reconfiguration smoothness (RS) across all the configuration periods in the planning horizon according to the anticipated demand scenarios. This model is based on a RS metric and a reconfiguration planning procedure that guide the development of execution plans for reconfiguration. The developed approach is demonstrated and validated using a case study. It was shown that it is possible to provide the manufacturing capacity and functionality needed when needed while minimizing the reconfiguration effort. The proposed approach can provide decision support for management in selecting RMS configurations at the beginning of each configuration period.     

DNA-mediated transfer of an RNA polymerase II gene: reversion of the temperature-sensitive hamster cell cycle mutant TsAF8 by mammalian DNA

Treatment of the TsAF8 temperature-sensitive (TS) mutant of Syrian hamster BHK-21 cells, with calcium phosphate precipitates of genomic TS+ DNAs from a variety of mammalian cell lines permitted the selection of TS+ colonies at 40 degrees C. TS+ transformation events were distinguished from spontaneous TS+ reversions in experiments in which alpha-amanitin-sensitive (Amas) TS+ DNA was used to transform an AmaR derivative of TsAF8 cells and AmaR TS+ DNA was used to transform Amas TsAF8 cells. In each case it was possible to demonstrate the unselected acquisition of the appropriate Amas or AmaR phenotype with the selected TS+ allele. Each of these TS+ transformed cell lines when grown at 40 degrees C contained an RNA polymerase II activity with a sensitivity to inhibition by alpha-amanitin characteristic of the particular DNA used to transform the TS cells, whereas at 34 degrees C the same cells contained a mixture of AmaR and Amas polymerase II activities. Together, these data provide convincing evidence that the RNA polymerase II gene determining sensitivity to inhibition by alpha-amanitin can be transferred to TsAF8 cells and that the TS defect in TsAF8 is a polymerase II mutation.     

Molecular tagging of the dwarf BREIZH (Bzh) gene in Brassica napus

We mapped the dwarf Bzh gene in B. napus with RAPD and RFLP markers. Research of the linked markers proceeded in two ways: a random approach through the construction of a detailed genetic map and targeting of the dwarf gene using both near-isogenic lines (NILs) and the bulked segregant analysis (BSA) method. The BSA approach was the most efficient in finding DNA markers linked to Bzh, whereas the efficiency of the NILs approach was limited by a too great similarity of the genetic background between the dwarf donor parent and the recurrent lines. Eight RAPD markers were identified as linked to Bzh, the closest being at 0.8±0.7 cM. The random genetic mapping approach added markers and extended the linkage group containing Bzh. This work represents the first step towards a better understanding of the dwarf mutation, the development of marker-assisted selection, and the cloning of the underlying gene responsible for dwarfing.     

Look before you leap: a new approach to mapping QTL

In this paper, we present an innovative and powerful approach for mapping quantitative trait loci (QTL) in experimental populations. This deviates from the traditional approach of (composite) interval mapping which uses a QTL profile to simultaneously determine the number and location of QTL. Instead, we look before we leap by employing separate detection and localization stages. In the detection stage, we use an iterative variable selection process coupled with permutation to identify the number and synteny of QTL. In the localization stage, we position the detected QTL through a series of one-dimensional interval mapping scans. Results from a detailed simulation study and real analysis of wheat data are presented. We achieve impressive increases in the power of QTL detection compared to composite interval mapping. We also accurately estimate the size and position of QTL. An R library, DLMap, implements the methods described here and is freely available from CRAN ().     

Calculated two-dimensional sugar map of pyridylaminated oligosaccharides: elucidation of the jack bean alpha-mannosidase digestion pathway of Man9GlcNAc2

We have developed a two-dimensional (2-D) mapping of pyridylaminated oligosaccharides as an aid to structural determination of glycoprotein-derived oligosaccharides. Using the available data of reverse-phase HPLC of pyridylamino-oligosaccharides, this was further extended to parameterization of unit contribution by each sugar component, which allows the prediction of possible structures from the elution volume. We have extended this approach to the data obtained with amide-silica HPLC column to obtain a calculated 2-D mapping technique for the oligomannose-type oligosaccharides (M-series). In this method, the elution volumes of all possible pyridylamino-oligosaccharides up to the size of Glc1Man9GlcNAc2 (50 in total) are calculated from the established UC values to construct a 2-D map. To test the validity of the calculated 2-D map, the structures of intermediate PA-oligosaccharides generated during the alpha-mannosidase (jack bean) digestion of Man9GlcNAc2 (porcine thyroglobulin) were analyzed to establish the digestion pathway. The validity of this approach is substantiated by an independent deduction of the intermediate structures based on structural relationships and the coincidence of elution volumes. Our results agree well with the recently published digestion pathway of Man5GlcNAc2 by the same enzyme and that of Man9GlcNAc2 by lysosomal alpha-mannosidase.     

Combining DNA pooling with selective recombinant genotyping for increased efficiency in fine mapping

One of the key steps in positional cloning and marker-aided selection is to identify marker(s) tightly linked to the target gene (i.e., fine mapping). Selective genotyping such as selective recombinant genotyping (SRG) is commonly used in fine mapping for cost-saving. To further decrease genotyping effort and rapidly screen for tightly linked markers, we propose here a combined DNA pooling and SRG strategy. A two-stage pooled genotyping can be used for identifying recombinants between a pair of flanking markers more efficiently, and a joint use of bulked DNA analysis and two-stage pooling can also save cost for genotyping recombinants. The combined DNA pooling and SRG strategy can further be extended to fine mapping for polygenic traits. The numerical results based on hypothetical scenarios and an illustrative application to fine mapping of a mutant gene, called xl(t), in rice suggest that the proposed strategy can remarkably reduce genotyping amount compared with the conventional SRG.     

Coregulation of dihydrofolate reductase and thymidylate synthase in overproducer cell lines of wild carrot

Dihydrofolate reductase (DHFR) and thymidylate synthase (TS) activities are associated with a 285,000 molecular weight enzyme complex in carrot (Daucus carota L.). Selection for methotrexate (MTX) resistance by stepwise increase of the concentration of MTX results in a high frequency adaptation to MTX with little or no significant increase in DHFR activity. However, when as a second step following MTX selection a specific inhibitor of TS, 5-fluoro-2-deoxyuridine was used, DHFR overproducer lines were obtained. The overproduction phenotype of the lines was almost completely lost after 8 weeks of growth in the absence of selection pressure. Although DHFR and TS are independent gene products, their activities increase in proportion (~20-fold) in the overproducer lines. This strongly suggests that DHFR and TS are not only functionally and physically linked in the same enzyme complex, but also are coregulated. These cell lines resemble the MTX-induced DHFR overproducer amplified cell lines of mammalian origin in their mode of selection, high frequency of appearance, elevated enzyme activity, and increased specific mRNA levels.