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Iskalni niz: "ključne besede" (RNA sequencing) .

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1.
Deregulation in adult IgA vasculitis skin as the basis for the discovery of novel serum biomarkers
Matija Bajželj, Matjaž Hladnik, Rok Blagus, Vesna Jurčić, Ana Markež, Tanya Deniz Toluay, Snežna Sodin-Šemrl, Alojzija Hočevar, Katja Lakota, 2024, izvirni znanstveni članek

Povzetek: Introduction: Immunoglobulin A vasculitis (IgAV) in adults has a variable disease course, with patients often developing gastrointestinal and renal involvement and thus contributing to higher mortality. Due to understudied molecular mechanisms in IgAV currently used biomarkers for IgAV visceral involvement are largely lacking. Our aim was to search for potential serum biomarkers based on the skin transcriptomic signature. Methods: RNA sequencing analysis was conducted on skin biopsies collected from 6 treatment-naïve patients (3 skin only and 3 renal involvement) and 3 healthy controls (HC) to get insight into deregulated processes at the transcriptomic level. 15 analytes were selected and measured based on the transcriptome analysis (adiponectin, lipopolysaccharide binding protein (LBP), matrix metalloproteinase-1 (MMP1), C-C motif chemokine ligand (CCL) 19, kallikrein-5, CCL3, leptin, C-X-C motif chemokine ligand (CXCL) 5, osteopontin, interleukin (IL)-15, CXCL10, angiopoietin-like 4 (ANGPTL4), SERPIN A12/vaspin, IL-18 and fatty acid-binding protein 4 (FABP4)) in sera of 59 IgAV and 22 HC. Machine learning was used to assess the ability of the analytes to predict IgAV and its organ involvement. Results: Based on the gene expression levels in the skin, we were able to differentiate between IgAV patients and HC using principal component analysis (PCA) and a sample-to-sample distance matrix. Differential expression analysis revealed 49 differentially expressed genes (DEGs) in all IgAV patient's vs. HC. Patients with renal involvement had more DEGs than patients with skin involvement only (507 vs. 46 DEGs) as compared to HC, suggesting different skin signatures. Major dysregulated processes in patients with renal involvement were lipid metabolism, acute inflammatory response, and extracellular matrix (ECM)-related processes. 11 of 15 analytes selected based on affected processes in IgAV skin (osteopontin, LBP, ANGPTL4, IL-15, FABP4, CCL19, kallikrein-5, CCL3, leptin, IL-18 and MMP1) were significantly higher (p-adj < 0.05) in IgAV serum as compared to HC. Prediction models utilizing measured analytes showed high potential for predicting adult IgAV. Conclusion: Skin transcriptomic data revealed deregulations in lipid metabolism and acute inflammatory response, reflected also in serum analyte measurements. LBP, among others, could serve as a potential biomarker of renal complications, while adiponectin and CXCL10 could indicate gastrointestinal involvement.
Ključne besede: acute inflammatory response, adults, IgA vasculitis, lipid metabolism, machine learning, RNA sequencing, serum biomarkers
Objavljeno v DiRROS: 04.06.2026; Ogledov: 98; Prenosov: 58
.pdf Celotno besedilo (1,70 MB)
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2.
Transcriptomic approach in understanding Fabry nephropathy : a review of the literature and proof-of-concept
Nika Breznik, Tina Levstek, Bojan Vujkovac, Andreja Cokan Vujkovac, Katarina Trebušak Podkrajšek, 2025, izvirni znanstveni članek

Povzetek: Background/Objectives: Fabry nephropathy (FN) is a progressive complication of Fabry disease that significantly affects patient outcomes. However, the molecular mechanisms underlying FN are not yet fully understood. Recent advances in transcriptomics have opened new perspectives for the identification of early changes in gene expression associated with the development and progression of the disease. Methods: This study includes a systematic review of transcriptomic findings in chronic kidney disease, with a particular focus on FN, and presents a proof-of-concept RNA sequencing analysis of peripheral blood samples from six Fabry patients with progressive nephropathy and six age- and sex-matched control subjects. Results: The analysis identified 41 differentially expressed genes (DEGs), all of which were upregulated in Fabry patients. Enrichment analysis revealed significant involvement in immune-related pathways, including neutrophil degranulation, interferon, and cytokine signaling. Cell type enrichment revealed that neutrophils and other immune cells are key players in this process. Conclusions: These results suggest that immune and inflammatory mechanisms play a central role in the pathogenesis of FN. The identified DEGs are involved in pro-fibrotic signaling and immune system activation and shed light on possible mechanisms underlying fibrosis, podocyte injury, and kidney damage. This study contributes to a deeper understanding of FN and may faci
Ključne besede: Fabry nephropathy, RNA sequencing, transcriptomic, Fabry disease, lysosomal storage disease
Objavljeno v DiRROS: 14.04.2026; Ogledov: 208; Prenosov: 118
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3.
Transcriptome profiles of skeletal muscle in krškopolje and modern hybrid pigs : genotype comparison and effects of dietary protein reduction
Milka Vrecl, Gregor Fazarinc, Malan Štrbenc, Klavdija Poklukar Žnidaršič, Marjeta Čandek-Potokar, Martin Škrlep, 2026, zaključena znanstvena zbirka raziskovalnih podatkov

Povzetek: RNA sequencing was performed to compare two pig breeds (the Slovenian Krškopolje breed and a modern commercial breed) and to evaluate the effect of breed specific dietary protein reduction on the transcriptomic profiles of two skeletal muscles: longissimus thoracis et lumborum (LD) and semispinalis capitis (SSC). Differentially expressed genes (DEGs) were identified using the criteria |log2FC| > 1 and q value < 0.005. The effect of dietary protein reduction was minimal in both breeds and muscles, with only small numbers of DEGs detected. In Krškopolje pigs receiving medium protein (MP) or low protein (LP) diets, no DEGs were identified. In contrast, in the modern breed, 10 DEGs were detected when comparing the high protein (HP) with the MP diet group. A similar pattern was observed in SSC, where 19 DEGs were detected in Krškopolje pigs (MP vs. LP) and 16 DEGs in the modern breed (HP vs. LP). In comparison, when the LD and SSC transcriptome profiles of the modern breed were compared with those of the Krškopolje breed, the number of DEGs was substantially higher:149 in LD and 201 in SSC. The DEGs in LD of modern breed reflect a shift toward faster growing, more glycolytic muscle with distinct immune and neuromuscular regulation. Likewise, the SSC of modern breed shows stronger activation of growth related and metabolic signaling pathways.
Ključne besede: RNA sequences, pigs, adipose tissue, high throughput sequencing, RNA, transcriptome profiles, gene expression, locel breeds, hybrid breeds, data, data set
Objavljeno v DiRROS: 24.03.2026; Ogledov: 282; Prenosov: 58
.pdf Celotno besedilo (361,31 KB)
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4.
Adipose tissue transcriptome profiles of local Krškopolje pig and modern hybrid pigs receving reduced protein diets: : expression profiling by high throughput sequencing
Klavdija Poklukar Žnidaršič, Martin Škrlep, Marjeta Čandek-Potokar, 2025, zaključena znanstvena zbirka raziskovalnih podatkov

Povzetek: The main objective of this study was to investigate transcriptomic differences in subcutaneous adipose tissue between the local Krškopolje pig and modern hybrids, and to assess the effects of a reduced-protein diet in both genotypes. Comparative analysis between Krškopolje pigs and modern crossbreeds revealed 375 differentially expressed genes, with 189 upregulated and 186 downregulated in Krškopolje pigs. The upregulated genes were enriched in processes related to adipogenesis (SLC7A10, ADIRF, INHBB, SFRP2), extracellular matrix remodeling (COL6A5, COL4A5, COL2A1), calcium signaling (TRPV4, CAMK2A, CALML5), pro-inflammatory cytokines (IL1A, TNFSF9, CXCL8, PTGS2), and cholesterol metabolism (CYP1A1, CYP2A19, CES1). In contrast, the reduced-protein diet induced only minor transcriptional changes at the individual gene level in both Krškopolje pigs and modern crossbreeds.
Ključne besede: RNA sequences, pigs, adipose tissue, high throughput sequencing, RNA, transcriptome profiles, gene expression, locel breeds, hybrid breeds, data, data set
Objavljeno v DiRROS: 20.03.2026; Ogledov: 364; Prenosov: 65
.pdf Celotno besedilo (481,38 KB)
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5.
Effect of rearing systems and dietary protein levels on the skeletal muscle histomorphology and transcriptome profiles in indigenous Krškopolje Pig : expression profiling by high throughput sequencing
Milka Vrecl, Martin Škrlep, Klavdija Poklukar Žnidaršič, Gregor Fazarinc, Malan Štrbenc, Marjeta Čandek-Potokar, 2026, zaključena znanstvena zbirka raziskovalnih podatkov

Povzetek: RNA-sequencing was performed to compare the effects of production systems (conventional indoor, vs. outdoor) and diets (standard protein, HP, vs. low protein, LP) within each rearing system on the transcriptomic profiles of two skeletal muscles, longissimus thoracis et lumborum (LL) and semispinalis capitis (SSC). Differentially expressed genes (DEGs) were identified with |log2FC| > 1 and q-value < 0.005. The effect of rearing system (indoor vs. outdoor) resulted in 354 DEGs in LL and 334 DEGs in SSC. The effect of diet within individual rearing system was less pronounced. In LL, HP vs. LP resulted in 23 DEGs under indoor and none under outdoor rearing system. In SSC, HP vs. LP resulted in 28 DEGs under indoor and 30 DEGs under outdoor rearing system. Pathway enrichment analysis revealed 42 pathways significantly enriched for HP vs. LP in the outdoor rearing system (across both muscles); additionally, 11 pathways were altered specifically in SSC for HP vs. LP under indoor rearing system, and 27 pathways were altered specifically in LL for HP vs. LP under outdoor rearing system
Ključne besede: RNA sequences, pigs, adipose tissue, high throughput sequencing, RNA, transcriptome profiles, gene expression, locel breeds, hybrid breeds, data, data set
Objavljeno v DiRROS: 20.03.2026; Ogledov: 310; Prenosov: 68
.pdf Celotno besedilo (726,02 KB)
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6.
Exhausted natural killer cells in adult IgA vasculitis
Matija Bajželj, Emanuela Senjor, Nika Boštic, Matjaž Hladnik, Snežna Sodin-Šemrl, Milica Perišić, Janko Kos, Alojz Ihan, Alojzija Hočevar, Andreja Nataša Kopitar, Katja Lakota, 2025, izvirni znanstveni članek

Povzetek: Introduction. IgA vasculitis nephritis (IgAVN) manifests in up to 84% of adult patients with IgA vasculitis (IgAV) and is associated with an elevated risk of progression to chronic kidney failure. The underlying pathogenic mechanism of adult IgAVN in leukocytes remain largely uncharacterised. Although natural killer (NK) cells were investigated in paediatric IgAV, their specific role in the pathogenesis of adult IgAV has yet to be elucidated. Methods. RNA sequencing of leukocytes from adult IgAV patients and healthy controls (HC) was performed. NK cells’ cytotoxicity was assessed using calcein-AM stained K562 cells, and exocytosis was measured by LAMP-1/CD107a expression. Intracellular perforin and granzyme B were analyzed via flow cytometry, and cytokine secretion was measured by Luminex xMAP. Interferon-induced genes were validated with qPCR. Results. Principal component analysis (PCA) of leukocyte gene expression profiles distinguished IgAV patients from HC. Pathway enrichment analysis showed differences in patients’ subsets - Interferon signalling Reactome pathway was observed only in sample from patients with skin-limited IgAV (sl-IgAV) and was confirmed by increased expression of interferon-induced genes using qPCR. Only in samples from IgAVN patients enrichment of NK cell-mediated cytotoxicity KEGG pathway was found. NK cells from IgAVN patients showed significantly decreased cytotoxicity compared to samples from sl-IgAV patients (p = 2.53 × 10− 2). The % of CD107a+-NK cells significantly increased after stimulation in HC (p = 9.7 × 10− 3) and in sl-IgAV patient samples (p = 2.21 × 10− 2) while only a minor increase was observed in samples of IgAVN patients. IgAVN patients exhibited a decreased % of perforin+ NK cells compared to HC. Following phytohemagglutinin (PHA)/interleukin (IL)-2 stimulation, a significant reduction in intracellular perforin level was observed in HC (p = 2.53 × 10− 2), but not in IgAVN patients NK cells. Interferon (IFN)-ϒ and macrophage inflammatory protein (MIP)-1β were significantly decreased in NK cell culture supernatants from IgAVN patients (p = 2.64 × 10− 2 and p = 2.65 × 10− 2 respectively). Conclusion. Patients with IgAVN exhibited impaired cytotoxic and immunomodulatory functions of NK cells, along with a marked absence of interferon signaling in PBMCs. Further studies are needed to confirm if discrimination of patient subsets based on leukocyte samples might be of clinical use and if deregulated NK function might contribute to the pathogenesis of nephritis in adult IgAV.
Ključne besede: immunoglobulin A, IgAVN, IgA vasculitis, RNA sequencing, kidney diseases, immunoglobulins, killer cells, adults
Objavljeno v DiRROS: 12.11.2025; Ogledov: 625; Prenosov: 316
.pdf Celotno besedilo (1,65 MB)
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7.
Crayfish pet trade as a pathway for the introduction of known and novel viruses
Katarina Bačnik, Luka Kranjc, Leticia Botella, Ivana Maguire, Dora Pavić, Jiří Patoka, Paula Dragičević, Martin Blaha, Ana Bielen, Antonín Kouba, Denis Kutnjak, Sandra Hudina, 2025, izvirni znanstveni članek

Povzetek: Expanding international pet trade has emerged as one of the main introduction pathways of aquatic invasive species, with ornamental crayfish species commonly available on the EU and global markets. Besides most frequently studied crayfish pathogens, such as Aphanomyces astaci and white spot syndrome virus (WSSV), ornamental crayfish carry associated microbial communities, which may potentially lead to the emergence of known or even novel diseases following intentional or unintentional release of animals into the wild. This is especially problematic in the case of viruses, which represent an important, yet considerably understudied, group of crayfish pathogens. Here we analyzed viromes of hepatopancreas tissue of four crayfish species acquired in the international pet trade in Europe (Procambarus clarkii, Procambarus alleni, Cherax holthuisi, and Cherax quadricarinatus) using a high throughput sequencing based metagenomic approach. Seven different known viruses were identified, which were previously either directly associated with crayfish (WSSV, Cherax quadricarinatus reovirus, chequa iflavirus, athtab bunya-like virus) or with hosts from subphylum Crustacea or invertebrates associated with freshwater environment (Shahe ispoda virus 5, Dicistroviridae sp.). Additional sequences represented 8 potential novel and divergent RNA viruses, most similar to sequences belonging to members of Picornavirales, Elliovirales, Reovirales, Hepelivirales, Tolivirales and Ghabrivirales orders. We discuss our findings in relation to their phylogenetic relationships, geographical origins, and putative pathogenicity implications. The results highlight the need for further research into the risks related to disease emergence associated with the pet trade.
Ključne besede: virome, RNA viruses, ornamental crayfish, pet-trade, high throughput sequencing, ecology, molecular biology, pathology, virology, environmental risk assessment
Objavljeno v DiRROS: 23.05.2025; Ogledov: 1114; Prenosov: 832
.pdf Celotno besedilo (14,36 MB)
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8.
The effect of reduced dietary protein on adipose tissue in local krškopolje pigs
Klavdija Poklukar Žnidaršič, Marjeta Čandek-Potokar, Milka Vrecl, Jana Brankovič, Matjaž Uršič, Martin Škrlep, 2025, izvirni znanstveni članek

Povzetek: The Slovenian autochthonous breed, Krškopolje pig, is known for high fatness and better adaptability to different environmental conditions and feed resources. However, the metabolic processes underlying these adaptations, especially in response to different diets, have not yet been studied. A deeper understanding of these mechanisms could provide valuable insights into the breed’s adaptability to different environmental conditions. Therefore, the main objective of this study was to evaluate the effect of a low-protein (LP) diet on adipose tissue in Krškopolje pigs reared in either organic outdoor (n = 2 × 12) or conventional indoor (n = 2 × 14) systems. In the outdoor system, the LP diet had no effect on adipocyte size compared to the control (high-protein) diet, while it increased lipogenic enzyme activities and monounsaturated fatty acid content, and decreased polyunsaturated fatty acid content (p < 0.05). RNA sequencing revealed the upregulation of 28 genes and the downregulation of 37 genes. The upregulated genes were mainly involved in lipid metabolism (ACLY, FASN, ACACA, MOGAT2), oxidative stress, and mitochondrial function. In the indoor system, pigs on the LP diet had smaller adipocytes (p < 0.05), whereas no differences were detected in the lipogenic enzyme activities or fatty acid composition (p > 0.10). RNA sequencing revealed 30 upregulated and 28 downregulated genes. In the indoor system, heat shock proteins (HSP70.2, HSPA6) were upregulated in pigs on the LP diet, while genes involved in the innate immune system (MSR1, TREM2, CSF3R) were downregulated. To conclude, the present study showed that LP diet affected adipose tissue metabolism and gene expression in Krškopolje pigs, with different transcriptomic responses observed in outdoor and indoor rearing conditions.
Ključne besede: pig, local breed, low-protein diet, indoor system, outdoor system, subcutaneous adipose tissue, RNA-sequencing, nCounter gene expression assay
Objavljeno v DiRROS: 12.05.2025; Ogledov: 1120; Prenosov: 687
.pdf Celotno besedilo (1,41 MB)
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9.
10.
Conservation of molecular responses upon viral infection in the non-vascular plant Marchantia polymorpha
Eric Ros-Moner, Tamara Jiménez-Góngora, Luis Villar-Martin, Lana Vogrinec, Víctor M. González-Miguel, Denis Kutnjak, Ignacio Rubio-Somoza, 2024, izvirni znanstveni članek

Povzetek: After plants transitioned from water to land around 450 million years ago, they faced novel pathogenic microbes. Their colonization of diverse habitats was driven by anatomical innovations like roots, stomata, and vascular tissue, which became central to plant-microbe interactions. However, the impact of these innovations on plant immunity and pathogen infection strategies remains poorly understood. Here, we explore plant-virus interactions in the bryophyte Marchantia polymorpha to gain insights into the evolution of these relationships. Virome analysis reveals that Marchantia is predominantly associated with RNA viruses. Comparative studies with tobacco mosaic virus (TMV) show that Marchantia shares core defense responses with vascular plants but also exhibits unique features, such as a sustained wound response preventing viral spread. Additionally, general defense responses in Marchantia are equivalent to those restricted to vascular tissues in Nicotiana, suggesting that evolutionary acquisition of developmental innovations results in re-routing of defense responses in vascular plants.
Ključne besede: plant-virus interactions, bryophytes, virome analysis, high-throughput sequencing, virology, pathogenic, innovations, interactions, RNA viruses, plant defense response, botany
Objavljeno v DiRROS: 02.10.2024; Ogledov: 1502; Prenosov: 880
.pdf Celotno besedilo (3,00 MB)
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