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Transkriptomski profil Wilmsovega tumorja
ID Ivančan, Simona (Author), ID Debeljak, Maruša (Mentor) More about this mentor... This link opens in a new window, ID Kitanovski, Lidija (Comentor)

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Abstract
Povzetek: Opredelili smo transkriptomski profil Wilmsovega tumorja (WT), ki je neodvisen od histološkega podtipa, stadija in skupine tveganja. S sekvenciranjem naslednje generacije (NGS) smo opredelili izražanje miRNA v 74 vzorcih ledvičnega tkiva dveh skupin; sveže zamrznjenega tkiva (FFT) in tkiva, fiksiranega v formaldehidu in vklopljenega v parafin (FFPE). Opredelili smo 41 miRNA s spremenjenim izražanjem v WT v primerjavi z zdravim ledvičnim tkivom, od tega se je 27 miRNA znižano in 14 miRNA zvišano izražalo ne glede na izvor vzorca. Z analizo izražanja mRNA in signalnih poti smo opredelili interakcije med miRNA in mRNA v WT. Spremenjeno izražanje miRNA vpliva na delovanje določenega nabora genov. Z NGS in bioinformacijsko analizo smo pridobili dodaten vpogled v patogenezo WT. Izpostavili smo miRNA kot potencialne univerzalne biološke označevalce WT, ne glede na podtip, stadij ali skupino tveganja. Uvod: WT je najpogostejši otroški rak ledvic embrionalnega izvora. MiRNA uravnavajo izražanje genov in imajo ključno vlogo pri onkogenezi. Kljub raziskavam izražanja miRNA pri raku, vključujoč embrionalne tumorje, ti izsledki še niso del klinične prakse. Namen naše raziskave je bil opredelitev univerzalnih transkriptomskih označevalcev WT. Izvedli smo epidemiološko analizo naših bolnikov in primerjali rezultate z izsledki mednarodnih randomiziranih multicentričnih raziskav. Z NGS smo opredelili profil izražanja miRNA v WT in sosednjem ledvičnem tkivu ter ju primerjali. Opredelili smo profil izražanja mRNA in analizo celičnih poti za ugotavljanje miRNA-mRNA interakcij v WT. Metode: V raziskavo smo vključili bolnike, zdravljene zaradi WT na Kliničnem oddelku za hematologijo in onkologijo Pediatrične klinike Univerzitetnega kliničnega centra Ljubljana med 2000 in 2019. Določili smo starost ob diagnozi, spol, histološki podtip, stadij tumorja in skupino tveganja. Pregled ledvičnega tkiva smo opravili v skladu s smernicami Mednarodnega združenja za otroško onkologijo (SIOP RTSG). Za analizo izražanja miRNA v 74 ledvičnih vzorcih smo uporabili NGS, vzorce smo razdelili v dve skupini: FFT in FFPE. Opredelili smo izražanje mRNA in z in-silico analizo predpostavili interakcije med miRNA in mRNA v WT. Rezultati: Epidemiološki rezultati so bili skladni z ugotovitvami mednarodnih raziskav. Od 43 otrok z WT smo jih v raziskavo vključili 37, 18 dečkov (povprečna starost ob diagnozi 3,17 ± 2,65 let) in 19 deklic (povprečna starost ob diagnozi 3,28 ± 2,70 let). Večina bolnikov (97 %) je prejela preoperativno kemoterapijo. Stadij WT je bil pri 18 otrocih (49 %) I, pri 6 (16 %) II, pri 3 (8 %) III, pri 7 (19 %) IV in pri 3 (8 %) V. Povprečna starost ob nefrektomiji je bila 3,17 ± 2,67 let. Največ bolnikov je bilo v skupini zmernega tveganja. Pri nobenem nismo opredelili patoloških različic, povezanih z WT. Celokupno preživetje je bilo 100 %, pri 8 % bolnikov se je bolezen ponovila, 19 % ima pozne posledice. Opredelili smo 41 miRNA s spremenjenim izražanjem v WT, od tega 27 z znižanim in 14 z zvišanim izražanjem, ne glede na histološki podtip, stadij in skupino tveganja. Analiza in-silico je opredelila 10 genov, povezanih s celično potjo pri rakavih obolenjih (AKT1, BCL-2, CCND1, CDKN1B, ERBB2, FAS, HIF1A, IGF1R, ITGA3, MDM2). Z analizo izražanja mRNA smo opredelili 7207 spremenjenih transkriptov z večinoma znižano presnovno aktivnostjo v WT. Zaključek: Spremenjeno izražanje miRNA ima ključno vlogo pri nastanku WT. Opredelili smo globalne razlike v transkriptomu WT, neodvisno od histološkega tipa, stadija ali tveganja. Pri tem smo določili 27 miRNA z znižanim in 14 miRNA z zvišanim izražanjem. Ti rezultati kažejo pomen teh miRNA pri patogenezi WT, njihovo potencialno vlogo univerzalnih bioloških označevalcev ter predstavljajo izhodišče za prihodnje raziskave.

Language:Slovenian
Keywords:NGS, wilmsov tumor, mRNA profil, miRNA profil, univerzalni biološki označevalci
Work type:Doctoral dissertation
Organization:MF - Faculty of Medicine
Year:2025
PID:20.500.12556/RUL-169555 This link opens in a new window
Publication date in RUL:04.06.2025
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Downloads:126
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Secondary language

Language:English
Title:Transcriptomic profile of Wilms tumor
Abstract:
Summary: The study aimed to identify transcriptomic biomarkers for Wilms tumor (WT), irrespective of histological type, stage and risk group. Next-generation sequencing (NGS) was used to analyze the miRNA profiles of 74 kidney samples in two groups: fresh-frozen tissue (FFT) and formalin-fixed, paraffin-embedded tissue (FFPE). The analysis revealed 41 differentially expressed miRNAs in WT versus adjacent kidney tissue, with 27 downregulated and 14 upregulated miRNAs, regardless of tissue preservation. Further mRNA profiling and pathway analysis identified the interaction between miRNA and mRNA in WT. Identified set of genes is potentially regulated by the differentially expressed miRNAs. This comprehensive NGS and bioinformatics approach provides deeper insight into WT pathogenesis and highlights potential miRNA biomarkers, which could serve as universal biomarkers for WT, irrespective of risk group. Introduction: WT is the most common childhood kidney cancer of embryonic origin. MiRNAs regulate gene expression and play a key role in cancer biology. Despite extensive research on miRNA expression in various cancers, including embryonal neoplasms, these findings are not yet part of routine clinical practice. This study aimed to identify universal transcriptomic biomarkers for the WT. We conducted an epidemiological analysis and compared treatment outcomes with international studies. The molecular analysis used NGS to compare miRNA expression in WT and adjacent kidney tissue. Additionally, mRNA expression profiling and pathway analysis were performed to understand the interplay between miRNAs and mRNAs in WT. Methods: Patients treated for WT at the Clinical Department of Hematology and Oncology, Pediatric Clinic, University Medical Centre Ljubljana (2000–2019) were include Age at diagnosis, gender, histological subtype, tumor stage, and risk group were determined. Kidney tissue was examined following International Society of Pediatric Oncology (SIOP) guidelines. NGS was used to analyze the miRNA expression in 74 kidney samples, which were divided into two groups: FFT and FFPE samples. Following this, mRNA expression profiling was carried out, and in-silico analysis was performed to predict miRNA-mRNA interactions. Results: Epidemiological results were consistent with findings from international multicentre randomized trials. Out of 43 children treated for WT, 37 patients were included in the study, 18 boys (age at diagnosis 3.17 ± 2.65 years) and 19 girls (age at diagnosis 3.28 ± 2.70 years). Most patients (97 %) received preoperative chemotherapy, one child underwent primary surgery. WT was stage I in 18 children (49 %), stage II in 6 (16 %), stage III in 3 (8 %), stage IV in 7 (19 %) and stage V in 3 (8 %), with a median age at nephrectomy of 3.17 ± 2.67 years. Among patients, 76% were intermediate risk. No germline variants in WT-related genes were foun Survival was 100%, with relapse in 8% and late effects in 19%. MiRNA analysis identified 41 differentially expressed miRNAs (27 downregulated, 14 upregulated), independent of histology, stage, or risk group. In-silico analysis predicted 10 oncogenesis-related genes (AKT1, BCL-2, CCND1, CDKN1B, ERBB2, FAS, HIF1A, IGF1R, ITGA3, MDM2). Differential mRNA analysis revealed 7207 altered transcripts, mostly in metabolic pathways with reduced activity in WT. Conclusion: Altered miRNA biogenesis plays a key role in WT. This study revealed transcriptomic differences, irrespective of histology, stage, or risk. Specifically, 27 miRNAs were downregulated and 14 upregulate These findings underscore their role in WT pathogenesis and possible clinical applications. Further studies are needed to confirm their biomarker and therapeutic potential.

Keywords:NGS, Wilms tumor, mRNA profile, miRNA profile, universal biomarkers

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