I am Professor in bioinformatics at the University of Skövde, Sweden, and Head of the Translational Bioinformatics research group consisting of a group of 19 researchers with a dedicated interest in bioinformatics. I have a background in Data Science and received my MSc in Computer Sciences from the University of Skövde in 2003. During my graduate studies I developed my expertise in bioinformatics and large-scale omics data analysis and received my PhD from the University of Gothenburg in 2010.
My research is focused on analysis methods for identification of biomarkers and integration of multiple types of omics data. I am PI for several research projects specialized in stem cell differentiation, toxicity testing and disease modeling using stem cell based in vitro systems. I am also leading projects particularly focused on advanced analysis of big data, biomarker identification, and data integration with particular interest in machine-learning methods.
Working in close collaboration with the stem cell industry and the pharmaceutical industry we perform global expression studies including transcriptomics, proteomics, epigenomics, and metabolomics of human pluripotent stem cells during their differentiation towards functional cell types. The results from these studies have revealed mechanistic highlights during the early phases of stem cell differentiation and identified biomarkers with potential importance for applications in toxicity testing, drug development, and disease modeling.
2022. Article. https://doi.org/10.3390/life12050726
2022. Article. https://doi.org/10.3390/life12020293
2022. Article. https://doi.org/10.1371/journal.pone.0269985
Briefings in Bioinformatics
2022. Article, review. https://doi.org/10.1093/bib/bbab569
Frontiers in Cardiovascular Medicine
2021. Article. https://doi.org/10.3389/fcvm.2021.753470
Journal of Biotechnology
2021. Article. https://doi.org/10.1016/j.jbiotec.2020.12.002
Molecular and Cellular Neuroscience
2020. Article. https://doi.org/10.1016/j.mcn.2020.103533
2020. Article. https://doi.org/10.1021/acsomega.9b03514
International Journal of Molecular Sciences
2020. Article. https://doi.org/10.3390/ijms21020469
2020. Article. https://doi.org/10.1242/bio.052381