Quinoa is an important, highly nutritional grain crop in the Andean region of South America. DNA markers and linkage maps are important tools for the improvement of underdeveloped crops such as quinoa. The objectives of this study were to (i) develop a new set of SSR markers to augment the number of SSR markers available in quinoa, and (ii) construct a new genetic linkage map of quinoa based on SSRs using multiple recombinant-inbred line (RIL) populations. Here we report the development of 216 new polymorphic SSR markers from libraries enriched for GA, CAA, and AAT repeats, as well as 6 SSR markers developed from BAC-end sequences (BES-SSRs). Heterozygosity (H) values of the SSR markers ranged from 0.12 to 0.90, with an average value of 0.56. These new SSR and BES-SSR markers were analyzed on two RIL mapping populations (designated Population 1 and Population 40), each obtained by crossing Altiplano and coastal ecotypes of quinoa. Additional markers, including AFLPs, two 11S seed storage protein loci, a SNP, and the nucleolar organizing region (NOR), were also analyzed on one or both populations. Linkage maps were constructed for both populations. The Population 1 map contains 275 markers, including 200 SSR and 70 AFLP markers, as well as five additional markers. The map consists of 41 linkage groups (LGs) covering 913 cM. The Population 40 map contains 68 markers, including 62 SSR and six BES-SSR markers, and consists of 20 LGs covering 353 cM. Thirty-nine anchor markers common between both maps were used to combine 15 Population 1 LGs with 13 Population 40 LGs. The resulting integrated map consists of 13 LGs containing 140 SSR, 48 AFLP, four BES-SSR, one SNP, and one NOR marker spanning a total of 606 cM. A high level of segregation distortion was observed in both populations, indicating possible chromosomal regions associated with gametophytic factors or QTLs conferring a selective advantage under the particular growing conditions. As these maps are based primarily on easily-transferable SSR markers, they are particularly suitable for applications in the underdeveloped Andean regions where quinoa is grown.

BACKGROUND: Black rot is a destructive bacterial disease causing large yield and quality losses in Brassica oleracea. To detect quantitative trait loci (QTL) for black rot resistance, we performed whole-genome resequencing of two cabbage parental lines and genome-wide SNP identification using the recently published B. oleracea genome sequences as reference. RESULTS: Approximately 11.5 Gb of sequencing data was produced from each parental line. Reference genome-guided mapping and SNP calling revealed 674,521 SNPs between the two cabbage lines, with an average of one SNP per 662.5 bp. Among 167 dCAPS markers derived from candidate SNPs, 117 (70.1%) were validated as bona fide SNPs showing polymorphism between the parental lines. We then improved the resolution of a previous genetic map by adding 103 markers including 87 SNP-based dCAPS markers. The new map composed of 368 markers and covers 1467.3 cM with an average interval of 3.88 cM between adjacent markers. We evaluated black rot resistance in the mapping population in three independent inoculation tests using F₂:₃ progenies and identified one major QTL and three minor QTLs. CONCLUSION: We report successful utilization of whole-genome resequencing for large-scale SNP identification and development of molecular markers for genetic map construction. In addition, we identified novel QTLs for black rot resistance. The high-density genetic map will promote QTL analysis for other important agricultural traits and marker-assisted breeding of B. oleracea.

Identification of allelic variation through quantitative trait loci (QTL) mapping offers possibilities for the improvement of quantitatively inherited traits. This requires a genetic map along with the phenotypic characterization of a mapping population. A doubled haploid (DH) Polo X Topas population consisting of 194 lines and a recombinant inbred line population of 92 lines was developed. Individual genetic maps derived from each population were integrated into a consensus map. The DH-based genetic map was used for QTL mapping. The DH-based map was comprised of 620 loci that were assembled into 19 linkage groups that were anchored to the B. napus chromosomes. The DH-based map covered 2244.1 cM genomic distance with an average marker interval of 3.7 cM. The DH population was phenotyped in four environments with each line replicated twice in a randomized complete block design. Days to flowering was recorded and oil content and fatty acid composition were determined using Near Infrared spectroscopy (NIR) and Gas Chromatography, respectively. Fourteen QTL were identified for oil content, 33 QTL for palmitic acid content, 18 QTL for stearic acid content, 21 QTL for oleic acid content, 20 QTL for linoleic acid content, 23 QTL for linolenic acid content, 16 QTL for arachidic acid content and 14 QTL for flowering time. Oil content QTL were identified on five linkage groups, A3, A10, C1, C5, and C6. An oil content QTL, qOIL-A10c appeared in all four environments, whereas qOIL-A10a appeared in only one environment but explained 26.99% variation. The oil content in the population ranged from 35% to 55.5% with the parents having values of 42% to 46%. Two genomic regions on C3, with map positions at 147.83 cM and 154.55 cM harbored QTL (rQTL) for all the fatty acids studied. The additive effects of the rQTL reveal a correlation pattern which is supported by the phenotypic correlation observed between the fatty acids. This suggests rQTL have role in the fatty acid composition and possibly determine total seed oil content. The rQTL and flanking markers of the identified QTL offer utility in further development of B. napus. / October 2015

Almond (Prunus dulcis) is the most important nut crop in terms of world production. Due to its health benefit and high nutritional value the consumption and world supply of almond is increasing. To remain competitive in the world market, the Australian almond breeding program was established to produce cultivars with better adaptation to Australian conditions. As part of this program an almond mapping population consisting of 93 F₁ progeny derived from a cross between the American cultivar ‘Nonpareil’ (NP) and the European self-compatible cultivar ‘Lauranne’ (LA) was produced to construct the genetic linkage maps. The first almond linkage map developed prior to the commencement of this project failed to produce the eight linkage groups similar to the basic chromosome number of almond (x = 8) and many large gaps were also observed on the linkage groups. Therefore, more markers were needed to saturate the maps. Microsatellite markers are considered one of the best choices for mapping studies. 195 microsatellite markers isolated from Prunus species were obtained from published papers or by personal communication. Polymorphism was revealed by three different methods, and in general, polyacrylamide gel electrophoresis (PAGE) compared to the fluorescent labelled marker detection using an automated DNA sequencer or agarose gel electrophoresis, showed the most efficient and cost effective method of genotyping. A subset of 54 markers which produced reliable and easily interpretable polymorphic bands was selected to screen the whole mapping population. Microsatellites originally isolated from almond species showed the highest rate of amplification and polymorphism followed by peach microsatellites and the least informative markers were isolated from cherry. It seems that the level of transportability and usefulness of microsatellite markers is related to the genetic distance of the closely related species. Almond and peach belong to the same subgenus (Amygdalus) and other Prunus species are classified in Prunophora subgenus. The nut, or kernel, is the commercial part of the almond tree, thus to improve the quality of fruit an understanding of environmental influence, heritability and correlation of traits is required. Pomological and quality characters such as: shell hardness, kernel size, shape, taste, pubescence, colour, and percentage of doubles were measured during three consecutive years (2005-2007) on the total mapping population, but data analysis (ANOVA) was performed only on trees that survived for all three years. Most of the traits showed high broad-sense heritability and kernel shape showed the highest heritability of H² = 0.92 suggesting high genetic control of this trait. Occasionally larger kernels than either parent were found in the progeny indicating potential for improvement of this trait even with smaller kernel size parent that encompass many desirable characters. High correlation was also found between the in-shell and kernel weight (r = 0.74), kernel length / kernel width (r = 0.67), kernel weight to kernel length (r = 0.78) and kernel width (r = 0.80). This correlation estimation pointed out in this study indicates that the improvement of one character may result the progress in another trait. Neither of the parents in the mapping population had bitter or obvious slightly bitter taste but slightly bitter kernels were observed among the progeny. Amygdalin was assumed to be responsible for bitter taste in almond; therefore we measured the amount of amygdalin in sweet and slightly bitter kernel progeny by HPLC. However, the results showed that amygdalin exists in sweet kernels as well. Although the average amount of amygdalin in slightly bitter kernels (20.34 mg kg⁻¹ FW) was higher than sweet kernels (3.67 mg kg⁻¹ FW), some sweet kernels had higher amounts of amygdalin suggesting the impact of other components on slightly bitter kernel. The highest variability within the traits was observed in the percentage of double kernel, which showed the highest standard error. Strong environmental effects, particularly low temperature at pre-blossom time is speculated to produce much higher double kernels. Three genetic linkage maps, one for each parent and an integrated map were constructed by the addition of 54 new microsatellite markers to the previous dataset. All the data was scored and coded according to the coding system necessary by JoinMap3 which was used for map construction. 131 markers including microsatellite, ISSR, RAPD, SCAR and S-allele markers were placed on the integrated map covering 590.7 cM with the average density of 4.5 cM/marker. The minimum number of six microsatellite markers was placed on linkage group 8 and the linkage group 1 which is the longest linkage group has 14 microsatellite markers. Comparative mapping study with other Prunus maps, especially with the highly saturated reference map showed complete synteny and minor changes in the order of four markers on linkage groups compared with Prunus reference map. The conservation of molecular marker order observed in this study supports the idea of looking at Prunus genome as a single genetic system and practical application of this similarity would be in cross-transportability of microsatellite markers from well developed linkage maps to the less studied species in Prunus. Ten microsatellite loci placed on our map have not been reported before and could be used to improve the density of other Prunus maps, especially the reference map. This study contributed to the better understanding of the mode of inheritance and environmental effect on morphological traits and the effect of amygdalin on kernel taste. The most saturated microsatellite based almond linkage map developed in this study can serve as a framework for future almond breeding program in Australia and benefit Prunus improvement programs internationally. / http://proxy.library.adelaide.edu.au/login?url= http://library.adelaide.edu.au/cgi-bin/Pwebrecon.cgi?BBID=1348850 / Thesis (Ph.D.) - University of Adelaide, School of Agriculture, Food and Wine, 2008

Experiments were conducted to determine the outcrossing rate, the inheritance of markers and establish a basic linkage map in grasspea, <i> Lathyrus sativus </i>L. The outcrossing rate in a white-flowered line of grasspea ranged from 1.7 to 2.7% among eight combinations of gene frequency and location. The outcrossing rate in this study (2.2 ± 0.7%) suggests that individual lines of grasspea should be maintained in isolation to maintain their genetic integrity. Inheritance and linkage were determined for one morphological, 11 isozyme and 72 RAPD markers in five F₂ populations (all RAPD markers were in one F₂ population). The inheritance of flower colour was monogenic with colour dominant over white. The isozymes, ACO-1, ACO-2, AAT-1, AAT-2, EST-6, FDH, LAP-1, PGD-2, SKDH and TPI-1, were codominantly expressed with monogenic inheritance. The isozymes LAP-1 and PGD-2 segregated in a non-Mendelian ratios in the crosses PI 426891.1.3 x PI 283564c.3.2 and PI 426891.1 x PI 172930.4, respectively. The isozymeEST-3 was monogenically inherited and dominantly expressed. Most RAPD markers segregated in a 3:1 ratio. Marker UBC368_425/655 segregated in a co-dominant fashion. The RAPD markers UBC304₈₃₁, UBC304₉₆₄, UBC308₉₉₀, UBC322₁₄₃₂, UBC328₈₃₁, UBC332₁₁₁₈, UBC3321₁₅₈₁, UBC333₆₁₇, UBC349<sub>752<?sub>, UBC365₁₀₁₃ and UBC388₄₅₉ showed distorted segregation. In two F₂ populations, PI 283564c.3 x PI 426885.2 and PI 358601.5 x PI 173714.5, a linkage between AAT-2 and SKDH was reconfirmed. In the cross PI 426891.1.3 x PI 283564c.3.2, one morphological, three isozyme and 71 RAPD markers were mapped resulting in the delineation of 14 linkage groups including 69 markers (1 morphological, 3 isozyme and 65 RAPD markers). The total genome length covered by these 75 markers (69 linked and six unlinked) was about 864 cM. Considering cost, simplicity and abundance, RAPD analysis was more efficient than isozyme analysis in developing linkage map.

Brassica carinata is being actively pursued as a new industrial oil crop platform for the Canadian Prairies. A genetic assessment of B. carinata was performed to elucidate its evolutionary origins and create a genetic map to assist in locating genes and traits of interest that would help in marker-assisted breeding. First, genetic analysis using simple sequence repeat (SSR) markers, previously tested on B. juncea and B. napus, was performed, to examine the genetic diversity of 37 B. carinata lines. SSR analysis revealed world accessions were more diverse than lines conditioned to grow in the prairies. Diversity analysis revealed that the parental lines of a double haploid (DH) population, 179 and 345, obtained from the John Innes Centre (JIC), were among the more genetically diverse lines, supporting the use of this population for linkage mapping. Genetic markers created from 3’ targeted SNP discovery between 179 and 345, were tested on the DH population resulting in the generation of a B. carinata genetic linkage map essentially with no prior sequence data knowledge. This genetic map contained 341 SNP and 86 SSR loci identifying eight linkage groups belonging to the B genome, nine belonging to the C genome and two unidentified groups spanning 2041 cM. Comparative mapping of polymorphic markers identified in the amphidiploid B. carinata indicated the orientation of B and C genomes coincide with that of other Brassica species, and the two genomes have remained essentially unaltered, with no major chromosomal rearrangements since the formation of B. carinata. A lesser number of polymorphic markers were detected in the C genome, which suggested the B genome is more genetically diverse in B. carinata. Limited field trials of the 179 x 345 DH population were performed during the 2011 and 2012 growing seasons. Preliminary quantitative trait loci (QTLs) for agronomic traits including flowering time (FT), plant height (PH), and seed quality were identified.

La famille des Fagacées regroupe des espèces présentant un intérêt économique, écologique et social non négligeable. Par ailleurs, ces espèces, et plus particulièrement celles du genre Quercus que l’on retrouve dans des milieux extrêmement diversifiés, constituent de bons modèles d’étude de l’adaptation des arbres à leur environnement. Pour comprendre l’architecture génétique des caractères liés à l’adaptation chez le chêne, des cartes génétiques ont été établies essentiellement sur la base de marqueurs moléculaires dominants. Le travail qui a fait l’objet de cette thèse, a consisté à développer une carte génétique de seconde génération à partir des ressources génomiques disponibles chez cette espèce. Dans un premier temps, nous avons recherché des motifs microsatellites (SSR, simple sequence repeats) au sein des séquences exprimées (EST) assemblées sous la forme d’un unigène de 28 000 éléments non redondant. Un jeu de 748 marqueurs a été développé et 255 d’entre eux ont été localisés sur la carte génétique du chêne pédonculé (Q. robur L.) en utilisant une approche dite de « bin mapping ». Leur transférabilité a été testée chez le châtaignier européen (Castanea sativa Mill.) et le hêtre commun (Fagus sylvatica L.), deux espèces phylogénétiquement proche du chêne. Un taux de transférabilité de 28% a été observé pour le hêtre et de 56,6% pour le châtaigner. Une carte génétique a alors été établie pour le châtaigner en utilisant les marqueurs SSR localisés sur la carte du chêne. La comparaison des cartes de liaison du chêne et du châtaignier a mis en évidence une bonne conservation de la macro synténie et de la macro colinéarité entre les deux espèces, ce qui ouvre des perspectives intéressantes pour le transfert d’informations génétiques (QTL par exemple) d’une espèce à l’autre. Cette étude sera prochainement enrichie par la cartographie de marqueurs orthologues dérivés de polymorphismes ponctuels (SNP), ce qui permettra de comprendre l’évolution conjointe des trois espèces majeures de la famille des Fagacées. / The Fagaceae family comprises species of economic, ecological and social importance. In addition, these species and particularly those belonging to the Quercus genus that are present in very diverse ecological niches, constitute good models to study the adaptation of forest trees to their natural environment. To understand the genetic architecture of adaptive traits in oak, genetic linkage maps have been previously established based on dominant markers. In this thesis, we developed a second generation genetic map using the genomic resources that were available in this species. First, we bioinformatically screened an expressed sequence tags catalog assembled into a 28 000 unigene elements, for simple sequence repeats (SSRs). A set of 748 markers was developed and 255 were localized on the pedunculate oak (Q. robur L.) linkage map using a bin mapping approach. Their transferability was tested in the European chestnut (Castanea sativa Mill.) and common beech (Fagus sylvatica L.), two phylogenetically related species to oak. Transferability rates of 28% and 56.6% were observed for beech and chestnut, respectively. A genetic map was then established for chestnut on the basis of orthologous SSRs already mapped in oak. The comparison between both maps clearly showed that the macro-synteny and the macro-colinearity were conserved across genus, opening interesting perspectives in respect to the transfer of genetic information (eg. QTLs, quantitative trait loci) from one species to another. This study will be soon completed by the mapping of orthologous markers derived from single nucleotide polymorphisms (SNPs). This will made it possible to better understand the evolution of the genome of these three major species of the Fagaceae family.

Abstract The study of speciation has been an area of primary interest in evolutionary biology from Darwin to the present day. Understanding the processes that give rise to new species requires knowledge on how reproductive isolation develops between diverging populations. An irreversible and therefore important component of reproductive isolation is intrinsic postzygotic isolation. Postzygotic incompatibilities often manifest themselves through hybrid inviability or sterility, and distort allelic transmission ratios in hybrid progenies. The genetic basis of such incompatibilities has often been found to be negative interactions between two or more loci, also known as Bateson-Dobzhansky-Muller incompatibilities. During the last decade some genes involved in this type of incompatibilities have been identified, but especially in plants our knowledge remains scarce. In this thesis I examined whether intrinsic postzygotic isolation had developed between allopatric populations of a perennial, outcrossing plant; Arabidopsis lyrata. The studied populations of A. lyrata were found to be genetically highly differentiated. In F2 progenies of crosses between populations many molecular markers reveal non-Mendelian genotype ratios, that is, show transmission ratio distortion (TRD). By contrast, TRD was found to be nearly absent in progenies of within population crosses. The degree of TRD clearly increased with genetic distance between the crossed populations, and origin for TRD was often in F1 gamete formation, instead of F2 zygotic level. The genetic basis of TRD appeared due to interactions between nuclear loci, and between nuclear and cytoplasmic factors. In addition to transmission ratio distortion, reduced male fertility and cytoplasmic male sterility was found in the F2 hybrids between A. lyrata subspecies petraea and lyrata. Quantitative trait loci for reduced male fertility were polymorphic within populations, and dependent on cytoplasm. Thus, the findings in this thesis underline the role of cytonuclear interactions, and the possibility of development of genic incompatibilities through genomic conflicts due to divergence likely unrelated to local adaptation. / Tiivistelmä Lajiutumistutkimus on ollut yksi evoluutiobiologian suurimmista kiinnostuksen kohteista Darwinin ajoista nykypäivään. Jotta voisimme ymmärtää uusien lajien syntymiseen johtavia prosesseja, on ensin ymmärrettävä, miten lisääntymisisolaatio kehittyy erilaistuvien populaatioiden välille. Lajien välisten risteytysten jälkeläiset ovat usein steriilejä tai elinkyvyttömiä. Tämä perustuu kahden erilaistuneen populaation perimän yhteensopimattomuuteen. Tällaiset sisäsyntyiset hedelmöityksen jälkeiset yhteensopimattomuudet ovat tärkeä osa lisääntymisisolaatiota, sillä ne ovat peruuttamattomia. Ne aiheuttavat vääristymiä genotyyppien lukusuhteissa risteytysjälkeläistöissä. Posttsygoottisen yhteensopimattomuuden taustalla on usein kahden tai useamman geenilokuksen välinen negatiivinen interaktio, jota kutsutaan myös Bateson-Dobzhansky-Muller -inkompatibiliteetiksi. Viime vuosikymmenen aikana on tunnistettu muutamia geenejä, jotka ovat mukana negatiivisissa interaktioissa, mutta kasveista tietoa geneettisistä tekijöistä on vielä vähän. Väitöstutkimuksessa selvitettiin onko geneettisiä posttsygoottisia yhteensopimattomuuksia kehittynyt kasvilajin sisällä (Arabidopsis lyrata) allopatristen populaatioiden välille. Tutkitut kasvipopulaatiot olivat geneettisesti hyvin erilaistuneita. Näiden populaatioiden välisten jälkeläistöjen genotyypeissä havaittiin yleisesti paljon mendelistisistä lukusuhteista poikkeavia lukusuhteita. Genotyyppejä tarkasteltiin myös populaation sisäisissä risteytyksissä, joiden jälkeläistöissä periytyminen oli lähes mendelististä. Väitöstutkimuksessa havaittiin, että mitä geneettisesti erilaisemmat populaatiot risteytettiin, sitä suurempi oli ei-mendelistisen periytymisen osuus. Tutkimukset osoittivat lukusuhteiden vääristyvän jo F1-hybridin tuottaessa sukupuolisoluja, eikä niinkään muodostuneissa uusissa F2-tsygooteissa. Taustalla olevien geneettisten yhteensopimattomuuksien havaittiin vaikuttavan tuman geenien välillä, mutta myös tuman ja soluliman geneettisten tekijöiden välillä. Mendelistisistä lukusuhteista poikkeamisen lisäksi tutkimuksessa havaittiin siitepölyn alentunut elinkyky ja solulimaan liittyvä koirassteriliteetti F2-jälkeläistössä A. lyrata alalajien petraea ja lyrata välillä. Lokukset, jotka vaikuttivat siitepölyn alentuneeseen elinkykyyn, olivat polymorfisia populaatioiden sisällä ja vuorovaikutuksessa soluliman geneettisten tekijöiden kanssa. Nämä tutkimustulokset korostavat tuman ja soluliman geenien vuorovaikutuksen tärkeyttä lajien välisten lisääntymisesteiden synnyssä. Ne myös osoittavat, että yhteensopimattomuus voi kehittyä mahdollisesti ilman luonnonvalinnan vaikutusta.