1. Metadata from: Combining short- and long-read transcriptomes for targeted enzyme discoveryMojca Juteršek, Marko Petek, Špela Baebler, 2025, complete scientific database of research data Keywords: genes, enzymatic activity, transcriptomics, metabolic pathways, allelic variation, isoform expression, biotechnological tools Published in DiRROS: 20.03.2026; Views: 248; Downloads: 253
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2. Transcriptome insights reveal root hair inhibition and ROS imbalance in radish seedlings treated with rhizome extracts of invasive Fallopia speciesKatarina Šoln, Rebeka Strah, Anna Gasperl, Špela Baebler, Maruša Pompe Novak, Edith Stabentheiner, Maria Mueller, Jasna Dolenc Koce, 2025, original scientific article Keywords: allelopathy, Bohemian knotweed, Japanese knotweed, oxidative stress, root hair, transcriptomics Published in DiRROS: 26.09.2025; Views: 467; Downloads: 209
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4. RNA sequencing analyses for deciphering potato molecular responsesŽiva Ramšak, Marko Petek, Špela Baebler, 2021, independent scientific component part or a chapter in a monograph Abstract: Understanding the molecular mechanisms of potato development and responses to environmental stressors is of utmost importance for achieving stable crop yields. RNA sequencing (RNA-Seq) provides an insight into responses of all of the organism genes to the environmental and developmental cues and thus provides insights into underlying modes of action. In this chapter, we guide a researcher through some of the most important steps in the analysis of transcriptomics data. The initial topic of experimental design is followed by a more wet-lab-oriented section on RNA-Seq sample preparation. Next, we present intermediate steps of data retrieval, quality control, mapping, and differential expression of the dataset and a section on how to expose your data to the public (i.e., public repositories) and make it findable, accessible, interoperable, and reusable (FAIR). In the last four sections, we describe specific tools or Web applications, which ease the exploration of generated results in the context of their gene function and network-based visualizations, specifically GoMapMan, GSEA, DiNAR, and Biomine Explorer. All sections are accompanied by potato dataset examples and include general hints and tricks, as well as potato specificities that one should be aware of. Published in DiRROS: 06.08.2025; Views: 684; Downloads: 380
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5. Integration of multi-omics data and deep phenotyping provides insights into responses to single and combined abiotic stress in potatoMaja Zagorščak, Lamis Abdelhakim, Natalia Yaneth Rodriguez-Granados, Carissa Bleker, Andrej Blejec, Jan Zrimec, Špela Baebler, Anže Županič, Maruša Pompe Novak, Kristina Gruden, 2025, original scientific article Abstract: Potato (Solanum tuberosum) is highly water and space efficient but susceptible to abiotic stresses such as heat, drought, and flooding, which are severely exacerbated by climate change. Our understanding of crop acclimation to abiotic stress, however, remains limited. Here, we present a comprehensive molecular and physiological high-throughput profiling of potato (Solanum tuberosum, cv. Désirée) under heat, drought, and waterlogging applied as single stresses or in combinations designed to mimic realistic future scenarios. Stress responses were monitored via daily phenotyping and multi-omics analyses of leaf samples comprising proteomics, targeted transcriptomics, metabolomics, and hormonomics at several timepoints during and after stress treatments. Additionally, critical metabolites of tuber samples were analyzed at the end of the stress period. We performed integrative multi-omics data analysis using a bioinformatic pipeline that we established based on machine learning and knowledge networks. Waterlogging produced the most immediate and dramatic effects on potato plants, interestingly activating ABA responses similar to drought stress. In addition, we observed distinct stress signatures at multiple molecular levels in response to heat or drought and to a combination of both. In response to all treatments, we found a downregulation of photosynthesis at different molecular levels, an accumulation of minor amino acids, and diverse stress-induced hormones. Our integrative multi-omics analysis provides global insights into plant stress responses, facilitating improved breeding strategies toward climate-adapted potato varieties. Keywords: potato, Solanum tuberosum, abiotic stress responses, heat, drought, waterlogging, multi-omics, integrative omics, adaptomics, panomics Published in DiRROS: 14.04.2025; Views: 1166; Downloads: 903
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6. Combining short- and long-read transcriptomes for targeted enzyme discoveryMojca Juteršek, Marko Petek, Špela Baebler, 2025, independent scientific component part or a chapter in a monograph Abstract: The discovery of genes that code for a specific enzymatic activity is important in various fields of life science and provides valuable biotechnological tools. Many genes that contribute to the production of secondary metabolites and specialized metabolic pathways are still not identified. Due to the great diversity of metabolic functions found in nature and their rapid evolutionary adaptation, we need precise but high-throughput approaches for a targeted search based on minimal prior knowledge. In this chapter, we describe a transcriptomics pipeline that was used to search for candidate genes coding for a specific enzymatic activity in a nonmodel species. We generated and combined short- and long-read transcriptomic data to obtain reliable full-length transcript sequences along with information on allelic variation, isoform expression, and condition-specific expression. Based on protein domain annotations of coding sequences and transcriptomic data, we selected candidate genes for activity assays. We provide detailed instructions for analysis and quality control steps in our pipeline that can be applied to other biological questions. Keywords: genes, enzymatic activity, transcriptomics, metabolic pathways, allelic variation, isoform expression, biotechnological tools Published in DiRROS: 14.04.2025; Views: 1035; Downloads: 519
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7. Dynamics of responses in compatible potato - potato virus Y interaction are modulated by salicylic acidŠpela Baebler, Katja Stare, Maja Kovač, Andrej Blejec, Nina Prezelj, Tjaša Stare, Polona Kogovšek, Maruša Pompe Novak, S. Rosahl, Maja Ravnikar, Kristina Gruden, 2011, original scientific article Abstract: To investigate the dynamics of the potato – Potato virus Y (PVY) compatible interaction in relation to salicylic acid - controlled pathways we performed experiments using non-transgenic potato cv. Désirée, transgenic NahG-Désirée, cv. Igor and PVYNTN, the most aggressive strain of PVY. The importance of salicylic acid in viral multiplication and symptom development was confirmed by pronounced symptom development in NahG-Désirée, depleted in salicylic acid, and reversion of the effect after spraying with 2,6-dichloroisonicotinic acid (a salicylic acid - analogue). We have employed quantitative PCR for monitoring virus multiplication, as well as plant responses through expression of selected marker genes of photosynthetic activity, carbohydrate metabolism and the defence response. Viral multiplication was the slowest in inoculated potato of cv. Désirée, the only asymptomatic genotype in the study. The intensity of defence-related gene expression was much stronger in both sensitive genotypes (NahG-Désirée and cv. Igor) at the site of inoculation than in asymptomatic plants (cv. Désirée). Photosynthesis and carbohydrate metabolism gene expression differed between the symptomatic and asymptomatic phenotypes. The differential gene expression pattern of the two sensitive genotypes indicates that the outcome of the interaction does not rely simply on one regulatory component, but similar phenotypical features can result from distinct responses at the molecular level.
Keywords: plant viruses, plant diseases Published in DiRROS: 04.03.2025; Views: 923; Downloads: 591
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8. [Beta]-1,3-glucanase class III promotes spread of PVY[sup]NTN and improves in planta protein productionDavid Dobnik, Špela Baebler, Polona Kogovšek, Maruša Pompe Novak, Dejan Štebih, Gabriela Panter, Nikolaja Janež, Dany Morisset, Jana Žel, Kristina Gruden, 2013, original scientific article Abstract: Glucanases are enzymes regulating the size exclusion limit and permeability of plasmodesmata and play a role in biotic stress. In plant genomes, they are encoded as relatively large gene families divided into four classes. Most studies of plant virus interactions have focused on glucanases from classes I and II. In our study, we have evaluated the role of the β-1,3-glucanase class III (Glu-III) gene in the potato–potato virus YNTN (PVYNTN) interaction and implemented the findings to plant biotechnology application. Potato cultivars Désirée and Santé, which are tolerant and extremely resistant to PVYNTN, respectively, were stably transformed with Agrobacterium tumefaciens harbouring constructs for Glu-III overexpression. Localization of Glu-III protein in patches within the cell wall was determined by tagging the Glu-III protein with green fluorescent protein. Transgenic and non-transgenic plants were challenged with PVYNTN and its multiplication and spreading was followed. Differences in viral spread were observed between transgenic lines overexpressing Glu-III and non-transgenic lines, with stronger and faster viral spread in transgenic Désirée, and some multiplication in transgenic Santé. In addition, the ability of Glu-III to improve in planta protein production after agroinfiltration was tested. The results have shown that Glu-III overexpression enables faster spreading of vectors between cells and better protein production, which could be beneficial in improving in planta protein production system using viral vectors.
Keywords: plant biotechnology, plant-virus interaction, potato virus Y, agroinfiltration, beta-1, 3-glucanase Published in DiRROS: 04.03.2025; Views: 1048; Downloads: 1101
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9. Marine cosmetics and the blue bioeconomy : from sourcing to success storiesAna Rotter, Despoina Varamogianni-Mamatsi, Alenka Zvonar Pobirk, Mirjam Gosenca Matjaž, Mercedes Cueto, Ana R. Díaz Marrero, Maja Berden Zrimec, Ernesta Grigalionyte-Bembič, Katja Klun, Luen Zidar, Špela Baebler, Lada Lukić-Bilela, 2024, original scientific article Abstract: As the global population continues to grow, so does the demand for longer, healthier lives and environmentally responsible choices. Consumers are increasingly drawn to naturally sourced products with proven health and wellbeing benefits. The marine environment presents a promising yet underexplored resource for the cosmetics industry, offering bioactive compounds with the potential for safe and biocompatible ingredients. This manuscript provides a comprehensive overview of the potential of marine organisms for cosmetics production, highlighting marine-derived compounds and their applications in skin/hair/oral-care products, cosmeceuticals and more. It also lays down critical safety considerations and addresses the methodologies for sourcing marine compounds, including harvesting, the biorefinery concept, use of systems biology for enhanced product development, and the relevant regulatory landscape. The review is enriched by three case studies: design of macroalgal skincare products in Iceland, establishment of a microalgal cosmetics spin-off in Italy, and the utilization of marine proteins for cosmeceutical applications. Keywords: bioactive compounds, cosmeceuticals, marine organisms, naturally sourced, biorefinery, cosmetics, marine biotechnology, natural product chemistry Published in DiRROS: 04.12.2024; Views: 1260; Downloads: 2021
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10. Cold plasma within a stable supercavitation bubble - a breakthrough technology for efficient inactivation of viruses in waterArijana Filipić, David Dobnik, Ion Gutiérrez-Aguirre, Maja Ravnikar, Tamara Košir, Špela Baebler, Alja Štern, Bojana Žegura, Martin Petkovšek, Matevž Dular, Miran Mozetič, Rok Zaplotnik, Gregor Primc, 2023, original scientific article Abstract: Water scarcity, one of the most pressing challenges we face today, has developed for many reasons, including the increasing number of waterborne pollutants that affect the safety of the water environment. Waterborne human, animal and plant viruses represent huge health, environmental, and financial burden and thus it is important to efficiently inactivate them. Therefore, the main objective of this study was to construct a unique device combining plasma with supercavitation and to evaluate its efficiency for water decontamination with the emphasis on inactivation of viruses. High inactivation (>5 log10 PFU/mL) of bacteriophage MS2, a human enteric virus surrogate, was achieved after treatment of 0.43 L of recirculating water for up to 4 min. The key factors in the inactivation were short-lived reactive plasma species that damaged viral RNA. Water treated with plasma for a short time required for successful virus inactivation did not cause cytotoxic effects in the in vitro HepG2 cell model system or adverse effects on potato plant physiology. Therefore, the combined plasma-supercavitation device represents an environmentally-friendly technology that could provide contamination-free and safe water. Keywords: cold plasma, hydrodynamic cavitation, supercavitation, virus inactivation, water decontamination, toxicity assays Published in DiRROS: 28.11.2024; Views: 1421; Downloads: 1142
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