Identification of quantitative trait loci (QTL) for resistance to Fusarium crown rot (Fusarium pseudograminearum) in multiple assay environments in the Pacific Northwestern US

Fusarium crown rot (FCR), caused by Fusarium pseudograminearum and F. culmorum, reduces wheat (Triticum aestivum L.) yields in the Pacific Northwest (PNW) of the US by as much as 35%. Resistance to FCR has not yet been discovered in currently grown PNW wheat cultivars. Several significant quantitative trait loci (QTL) for FCR resistance have been documented on chromosomes 1A, 1D, 2B, 3B, and 4B in resistant Australian cultivars. Our objective was to identify QTL and tightly linked SSR markers for FCR resistance in the partially resistant Australian spring wheat cultivar Sunco using PNW isolates of F. pseudograminerarum in greenhouse and field based screening nurseries. A second objective was to compare heritabilities of FCR resistance in multiple types of disease assaying environments (seedling, terrace, and field) using multiple disease rating methods. Two recombinant inbred line (RIL) mapping populations were derived from crosses between Sunco and PNW spring wheat cultivars Macon and Otis. The Sunco/Macon population comprised 219 F(6):F(7) lines and the Sunco/Otis population comprised 151 F(5):F(6) lines. Plants were inoculated with a single PNW F. pseudograminearum isolate (006-13) in growth room (seedling), outdoor terrace (adult) and field (adult) assays conducted from 2008 through 2010. Crown and lower stem tissues of seedling and adult plants were rated for disease severity on several different scales, but mainly on a numeric scale from 0 to 10 where 0?=?no discoloration and 10?=?severe disease. Significant QTL were identified on chromosomes 2B, 3B, 4B, 4D, and 7A with LOD scores ranging from 3 to 22. The most significant and consistent QTL across screening environments was located on chromosome 3BL, inherited from the PNW cultivars Macon and Otis, with maximum LOD scores of 22 and 9 explaining 36 and 23% of the variation, respectively for the Sunco/Macon and Sunco/Otis populations. The SSR markers Xgwm247 and Xgwm299 flank these QTL and are being validated for use in marker-assisted selection for FCR resistance. This is the first report of QTL associated with FCR resistance in the US.     

Entropy learning and relevance criteria for neural network pruning

In this paper, entropy is a term used in the learning phase of a neural network. As learning progresses, more hidden nodes get into saturation. The early creation of such hidden nodes may impair generalisation. Hence an entropy approach is proposed to dampen the early creation of such nodes by using a new computation called entropy cycle. Entropy learning also helps to increase the importance of relevant nodes while dampening the less important nodes. At the end of learning, the less important nodes can then be pruned to reduce the memory requirements of the neural network.     

A fast graphics printing program for neurophysiological data

A program was written in assembly language for fast graphicsscreen dump of neurophysiological data during and after experiments.This program takes 3 s to plot a 1024 x 768 graphics image.A resident program has also been produced, which allows a screengraphics image to be printed by using a keyboard command. APascal-compatible object file is available to interface theprogram with Turbo-Pascal programs.     

Use of Somatic Cell Hybrids and Fluorescence in Situ Hybridization to Localize the Functional Serum Amyloid A (SAA) Genes to Chromosome 11p15.4-p15.1 and the Entire SAA Superfamily to Chromosome 11p15

The serum amyloid A (SAA) superfamily consists of two acute phase genes, SAAI and SAA2; a pseudogene, SAA3; and a constitutively expressed gene, SAA4. The SAA proteins, which are found associated with high-density lipoprotein, are believed to have an essential function. Chronic infection, inflammation, or trauma causes very high levels of the acute phase SAA proteins. This may result in the potentially fatal condition, amyloidosis, in which amyloid fibrils are deposited in the essential organs. Somatic cell hybrids have been used by several groups to map one or more of the SAA genes to chromosome 11p. We used FISH analysis and PCR amplification of DNA from 17 somatic cell hybrids carrying all or part of chromosome 11 as their only human component to fine map systematically the chromosomal location of the entire SAA superfamily. We demonstrate by these methods that the location of the entire SAA superfamily is at 11p15. Furthermore, we have demonstrated that SAA1, SAA2, and SAA4, i.e., all of the functional genes of the superfamily, map within this region to chromosome 11p15.4-p15.1.     

A fast assay for developing serum free media for cord blood haematopoietic cells

One of the bottlenecks in haematopoietic cell expansion is the lack of a defined serum free media. We describe a fast method of monitoring live haematopoietic cell numbers, using fluorescein diacetate, to facilitate the development of such a media. Several carbohydrates (fructose at 500g/ml and pyruvate at 300g/ml) and lipids (cholesterol and lecithin, both at 10g/ml) were tested and could replace serum in cord blood haematopoietic cell cultures.     

Agricultural diversification as an important strategy for achieving food security in Africa

Farmers in Africa have long adapted to climatic and other risks by diversifying their farming activities. Using a multi‐scale approach, we explore the relationship between farming diversity and food security and the diversification potential of African agriculture and its limits on the household and continental scale. On the household scale, we use agricultural surveys from more than 28,000 households located in 18 African countries. In a next step, we use the relationship between rainfall, rainfall variability, and farming diversity to determine the available diversification options for farmers on the continental scale. On the household scale, we show that households with greater farming diversity are more successful in meeting their consumption needs, but only up to a certain level of diversity per ha cropland and more often if food can be purchased from off‐farm income or income from farm sales. More diverse farming systems can contribute to household food security; however, the relationship is influenced by other factors, for example, the market orientation of a household, livestock ownership, nonagricultural employment opportunities, and available land resources. On the continental scale, the greatest opportunities for diversification of food crops, cash crops, and livestock are located in areas with 500–1,000 mm annual rainfall and 17%–22% rainfall variability. Forty‐three percent of the African cropland lacks these opportunities at present which may hamper the ability of agricultural systems to respond to climate change. While sustainable intensification practices that increase yields have received most attention to date, our study suggests that a shift in the research and policy paradigm toward agricultural diversification options may be necessary.