Jason Rafe Miller
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Associate Professor
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Jason Rafe Miller is an Associate Professor at Hood College in the United States. His research areas include machine learning applications in RNA classification and subcellular localization, as well as the structural analysis of plant gene families. He has contributed significantly to the fields of bioinformatics and data analysis, with recent publications exploring topics ranging from lung cancer data analysis to the generation of facial images using deep learning techniques.
Recent Grants
Grant: Close
CC* Planning: Shepherd University CI and Regional Connectivity
Open Date: 2020-07-01
Close Date: 2021-07-01
Articles (10)
Year:
2025
Year:
2024
Year:
2024
SUMMARY Arabidopsis thaliana diverged from A. arenosa and A. lyrata at least 6 million years ago. The three species differ by genome‐wide polymorphisms and morphological traits. The species are to a high degree reproductively isolated, but hybridization barriers are incomplete. A special type of hybridization barrier is based on the triploid endosperm of the seed, where embryo lethality is caused by endosperm failure to support the developing embryo. The MADS‐box type I family of transcription factors is specifically expressed in the endosperm and has been proposed to play a role in endosperm‐based hybridization barriers. The gene family is well known for its high evolutionary duplication rate, as well as being regulated by genomic imprinting. Here we address MADS‐box type I gene family evolution and the role of type I genes in the context of hybridization. Using two de‐novo assembled and annotated chromosome‐level genomes of A. arenosa and A. lyrata ssp. petraea we analyzed the MADS‐box type I gene family in Arabidopsis to predict orthologs, copy number, and structural genomic variation related to the type I loci. Our findings were compared to gene expression profiles sampled before and after the transition to endosperm cellularization in order to investigate the involvement of MADS‐box type I loci in endosperm‐based hybridization barriers. We observed substantial differences in type‐I expression in the endosperm of A. arenosa and A. lyrata ssp. petraea , suggesting a genetic cause for the endosperm‐based hybridization barrier between A. arenosa and A. lyrata ssp. petraea .
Year:
2023
Year:
2023
Year:
2023
Year:
2023
Year:
2022
Year:
2022
Year:
2022
Collaborators (5)
Matyáš Fendrych
-
Gangqing Hu
Assistant Professor and Director of the Bioinformatics Core
West Virginia University
Moritz K Nowack
Ghent University
Paul E. Grini
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Gert Van Isterdael
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