Patrick Thorwarth
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View article: Insights into a genomics‐based pre‐breeding program in wheat
Insights into a genomics‐based pre‐breeding program in wheat Open
Continuous intercrossing of the best‐performing wheat ( Triticum aestivum L.) elite lines has resulted in genetic gains for a wide range of traits. However, this approach can also reduce genetic diversity, which potentially limits the long…
View article: Phenomic Prediction Can Be Improved by Optimization of NIRS Preprocessing
Phenomic Prediction Can Be Improved by Optimization of NIRS Preprocessing Open
In recent years, phenomic prediction has emerged as a new method in plant breeding that has been shown to have great potential. However, there are still many open questions regarding its practical application. For example, in the field of …
View article: Feature engineering and parameter tuning: improving phenomic prediction ability in multi-environmental durum wheat breeding trials
Feature engineering and parameter tuning: improving phenomic prediction ability in multi-environmental durum wheat breeding trials Open
Key Message Optimized phenomic selection in durum wheat uses near-infrared spectra, feature engineering and parameter tuning. Our study reports improvements in predictive ability and emphasizes customized preprocessing for different traits…
View article: Wheat breeding to better feed a growing world: historic insights and future potential elaborated using a diverse cultivars collection and extended phenotyping.
Wheat breeding to better feed a growing world: historic insights and future potential elaborated using a diverse cultivars collection and extended phenotyping. Open
Wheat is one of the most important staple crops playing a pivotal role to sustainably feed the growing world population. Wheat breeding mainly focused on improving agronomy and techno-functionality for bread or pasta production, but nutrie…
View article: Multiomics Based Association Mapping in Wheat Reveals Genetic Architecture of Quality and Allergenic Related Proteins
Multiomics Based Association Mapping in Wheat Reveals Genetic Architecture of Quality and Allergenic Related Proteins Open
Wheat is an important staple crop since its proteins contribute to human and animal nutrition and are important for its end-use quality. However, wheat proteins can also cause adverse human reactions for a large number of people. We perfor…
View article: Hybrid wheat: quantitative genetic parameters and heterosis for quality and rheological traits as well as baking volume
Hybrid wheat: quantitative genetic parameters and heterosis for quality and rheological traits as well as baking volume Open
Key message Heterosis effects for dough quality and baking volume were close to zero. However, hybrids have a higher grain yield at a given level of bread making quality compared to their parental lines. Abstract Bread wheat cultivars have…
View article: Prediction of Maize Phenotypic Traits With Genomic and Environmental Predictors Using Gradient Boosting Frameworks
Prediction of Maize Phenotypic Traits With Genomic and Environmental Predictors Using Gradient Boosting Frameworks Open
The development of crop varieties with stable performance in future environmental conditions represents a critical challenge in the context of climate change. Environmental data collected at the field level, such as soil and climatic infor…
View article: Reciprocal Recurrent Genomic Selection Is Impacted by Genotype-by-Environment Interactions
Reciprocal Recurrent Genomic Selection Is Impacted by Genotype-by-Environment Interactions Open
Reciprocal recurrent genomic selection is a breeding strategy aimed at improving the hybrid performance of two base populations. It promises to significantly advance hybrid breeding in wheat. Against this backdrop, the main objective of th…
View article: Unlocking big data doubled the accuracy in predicting the grain yield in hybrid wheat
Unlocking big data doubled the accuracy in predicting the grain yield in hybrid wheat Open
Capitalizing on big data for wheat doubled the accuracy in predicting grain yield compared with current medium-sized datasets.
View article: Comparing the Potential of Marker-Assisted Selection and Genomic Prediction for Improving Rust Resistance in Hybrid Wheat
Comparing the Potential of Marker-Assisted Selection and Genomic Prediction for Improving Rust Resistance in Hybrid Wheat Open
Improving leaf rust and stripe rust resistance is a central goal in wheat breeding. The objectives of this study were to (1) elucidate the genetic basis of leaf rust and stripe rust resistance in a hybrid wheat population, (2) compare the …
View article: Negative dominance and dominance-by-dominance epistatic effects reduce grain-yield heterosis in wide crosses in wheat
Negative dominance and dominance-by-dominance epistatic effects reduce grain-yield heterosis in wide crosses in wheat Open
Breeding exploits the phenomenon of heterosis for an improved productivity, but negative effects reduce heterosis in wide crosses.
View article: Exome association analysis sheds light onto leaf rust (<i>Puccinia triticina</i>) resistance genes currently used in wheat breeding (<i>Triticum aestivum</i> L.)
Exome association analysis sheds light onto leaf rust (<i>Puccinia triticina</i>) resistance genes currently used in wheat breeding (<i>Triticum aestivum</i> L.) Open
Summary Resistance breeding is crucial for a sustainable control of leaf rust ( Puccinia triticina ) in wheat ( Triticum aestivum L.) while directly targeting functional variants is the Holy Grail for efficient marker‐assisted selection an…
View article: Evaluation of association mapping and genomic prediction in diverse barley and cauliflower breeding material
Evaluation of association mapping and genomic prediction in diverse barley and cauliflower breeding material Open
Due to the advent of new sequencing technologies and high-throughput phenotyping an almost unlimited amount of data is available. In combination with statistical methods such as Genome-wide association mapping (GWAM) and Genomic prediction…
View article: Higher grain yield and higher grain protein deviation underline the potential of hybrid wheat for a sustainable agriculture
Higher grain yield and higher grain protein deviation underline the potential of hybrid wheat for a sustainable agriculture Open
Grain yield and protein content are traits of major importance in wheat breeding, but their combination is challenging due to a tight negative correlation. Protein yield and grain protein deviation have been proposed as selection criteria …
View article: Genomic Prediction and Association Mapping of Curd-Related Traits in Gene Bank Accessions of Cauliflower
Genomic Prediction and Association Mapping of Curd-Related Traits in Gene Bank Accessions of Cauliflower Open
Genetic resources are an important source of genetic variation for plant breeding. Genome-wide association studies (GWAS) and genomic prediction greatly facilitate the analysis and utilization of useful genetic diversity for improving comp…
View article: adjusted_10varc30e0.ped
adjusted_10varc30e0.ped Open
SNP data of diverse cauliflower accessions used for the analysis in: Genomic prediction and association mapping of curd-related traits in genebank accessions of cauliflower, G3: Genes, Genomes, Genetics