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tRNA-derived fragments (tRF) are a class of potent regulatory RNAs. We mined the datasets from The Cancer Genome Atlas (TCGA) representing 32 cancer types with a deterministic and exhaustive pipeline for tRNA fragments. We found that mitochondrial tRNAs contribute disproportionally more tRFs than nuclear tRNAs. Through integrative analyses, we uncovered a multitude of statistically significant and context-dependent associations between the identified tRFs and mRNAs. In many of the 32 cancer types, these associations involve mRNAs from developmental processes, receptor tyrosine kinase signaling, the proteasome, and metabolic pathways that include glycolysis, oxidative phosphorylation, and ATP synthesis. Even though the pathways are common to multiple cancers, the association of specific mRNAs with tRFs depends on and differs from cancer to cancer. The associations between tRFs and mRNAs extend to genomic properties as well; specifically, tRFs are positively correlated with shorter genes that have a higher density in repeats, such as ALUs, MIRs, and ERVLs. Conversely, tRFs are negatively correlated with longer genes that have a lower repeat density, suggesting a possible dichotomy between cell proliferation and differentiation. Analyses of bladder, lung, and kidney cancer data indicate that the tRF-mRNA wiring can also depend on a patient's sex. Sex-dependent associations involve cyclin-dependent kinases in bladder cancer, the MAPK signaling pathway in lung cancer, and purine metabolism in kidney cancer. Taken together, these findings suggest diverse and wide-ranging roles for tRFs and highlight the extensive interconnections of tRFs with key cellular processes and human genomic architecture. SIGNIFICANCE: Across 32 TCGA cancer contexts, nuclear and mitochondrial tRNA fragments exhibit associations with mRNAs that belong to concrete pathways, encode proteins with particular destinations, have a biased repeat content, and are sex dependent.
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http://dx.doi.org/10.1158/0008-5472.CAN-19-0789 | DOI Listing |
PLoS Comput Biol
September 2025
OmnibusXLab, OmnibusX Company Limited, Ho Chi Minh City, Vietnam.
OmnibusX is an integrated, privacy-centric platform that enables code-free multi-omics data analysis by bridging computational methodologies with user-friendly interfaces. Designed to overcome challenges posed by fragmented analytical tools and high computational barriers, OmnibusX consolidates workflows for diverse technologies - including bulk RNA-seq, single-cell RNA-seq, single-cell ATAC-seq, and spatial transcriptomics - into a single, cohesive application. The application integrates established open-source tools such as Scanpy, DESeq2, SciPy, and scikit-learn into transparent, reproducible pipelines, offering users control over analytical parameters.
View Article and Find Full Text PDFDNA Res
September 2025
Key Laboratory of National Forestry and Grassland Administration on Plant Conservation and Utilization in Southern China, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou 510650, China.
Sauvagesia rhodoleuca is an endangered species endemic to southern China. Due to human activities, only six fragmented populations remain in Guangdong and Guangxi. Despite considerable conservation efforts, its demographic history and evolution remain poorly understood, particularly from a genomic perspective.
View Article and Find Full Text PDFJ Adv Res
August 2025
Microbiology and intelligent biomanufacturing Key Laboratory of Sichuan Province, College of Life Science, Sichuan University, Chengdu, Sichuan 610041, China. Electronic address:
Introduction: Small non-coding RNAs (sncRNAs) have been proven to play crucial roles in various biological processes such as development, stress responses, virulence, and pathogenicity. However, to the best of our knowledge, none of the currently available databases can store, manage, and analyze the vast amounts of sncRNA sequencing data. A comprehensive web-based platform for the integration and analysis of sncRNAs in fungi and their potential functions is still lacking.
View Article and Find Full Text PDFBasic Clin Androl
September 2025
Department of Medical Biology, Faculty of Medicine, Ondokuz Mayis University, Samsun, Turkey.
Background: Epigenetic mechanisms influencing sperm production and function are closely linked to male infertility. Among these, tRNA-derived fragments have recently been identified as important modulators of cellular stress responses and gene expression. The purpose of this study was evaluate the potential role of 5'tRF-Glu-CTC in the context of assisted reproductive technologies (ART) outcomes by comparing its differential expression in the seminal plasma of oligozoospermic and normozoospermic infertile men.
View Article and Find Full Text PDFGenes (Basel)
August 2025
Translational-Transdisciplinary Research Center, Clinical Research Institute, Kyung Hee University Hospital at Gangdong, College of Medicine, Kyung Hee University, Seoul 05278, Republic of Korea.
: Myelodysplastic syndrome (MDS) is a heterogeneous clonal hematopoietic disorder characterized by ineffective hematopoiesis and leukemic transformation risk. Current therapies show limited efficacy, with ~50% of patients failing hypomethylating agents. This review aims to synthesize recent discoveries through an integrated network model and examine translation into precision therapeutic approaches.
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