Circulating MicroRNAs do not provide a diagnostic benefit over tissue biopsy in patients with brain metastases

. 2025 Dec 17 ; 16 (1) : 1780. [epub] 20251217

Jazyk angličtina Země Velká Británie, Anglie Médium electronic

Typ dokumentu časopisecké články

Perzistentní odkaz   https://www.medvik.cz/link/pmid41408442

Grantová podpora
LX22NPO5102 Ministry of Education, Youth, and Sports of the Czech Republic
NV18-03-00398 Ministry of Health of the Czech Republic

Odkazy

PubMed 41408442
PubMed Central PMC12804809
DOI 10.1038/s41598-025-31344-z
PII: 10.1038/s41598-025-31344-z
Knihovny.cz E-zdroje

Brain metastases (BMs) are frequent and devastating complications of systemic malignancies, necessitating accurate diagnosis and origin identification for effective treatment strategies. Invasive biopsies are currently required for definitive diagnosis, highlighting the need for less invasive diagnostic approaches and robust biomarkers. Circulating microRNAs (miRNAs) have demonstrated potential as sensitive and specific diagnostic biomarkers in various cancers. Thus, our objective was to identify and compare miRNA profiles in BM tissue, cerebrospinal fluid (CSF), and plasma, with a specific focus on liquid biopsies for diagnostic purposes. Total RNA enriched for miRNAs was isolated from histopathologically confirmed BM tissues (n = 30), corresponding plasma samples (n = 30), and CSF samples (n = 27) obtained from patients with diverse BM types. Small RNA sequencing was employed for miRNA expression profiling. Significantly differentially expressed miRNAs were observed in BM tissues, enabling the differentiation of primary origins, particularly breast, colorectal, renal cell carcinoma, and melanoma metastases. The heterogeneity observed in lung carcinomas also manifested in the corresponding BMs, posing challenges in accurate discrimination from other BMs. While tissue-specific miRNA signatures exhibited the highest precision, our findings suggest low diagnostic potential of circulating miRNAs in CSF and blood plasma for BM patients. Our study represents the first analysis of miRNA expression/levels in a unique set of three biological materials (tissue, blood plasma, CSF) obtained from the same BM patients using small RNA sequencing. The presented results underscore the importance of investigating aberrant miRNA expression/levels in BMs and highlight the low diagnostic utility of circulating miRNAs in patients with BMs.

Zobrazit více v PubMed

Ostrom, Q. T., Wright, C. H. & Barnholtz-Sloan, J. S. Brain metastases: Epidemiology. PubMed DOI

Kotecha, R., Gondi, V., Ahluwalia, M. S., Brastianos, P. K. & Mehta, M. P. Recent advances in managing brain metastasis. PubMed PMC

Schouten, L. J., Rutten, J., Huveneers, H. A. M. & Twijnstra, A. Incidence of brain metastases in a cohort of patients with carcinoma of the breast, colon, kidney, and lung and melanoma. PubMed DOI

Polyzoidis, K. S., Miliaras, G. & Pavlidis, N. Brain metastasis of unknown primary: A diagnostic and therapeutic dilemma. PubMed DOI

Carnevale, J. A. et al. Risk of tract recurrence with stereotactic biopsy of brain metastases: An 18-year cancer center experience. PubMed DOI PMC

Rehman, A. U. et al. Liquid biopsies to occult brain metastasis. PubMed DOI PMC

Teplyuk, N. M. et al. MicroRNAs in cerebrospinal fluid identify glioblastoma and metastatic brain cancers and reflect disease activity. PubMed DOI PMC

Kopkova, A. et al. Cerebrospinal fluid MicroRNA signatures as diagnostic biomarkers in brain tumors. PubMed DOI PMC

Wang, Q. et al. Plasma specific miRNAs as predictive biomarkers for diagnosis and prognosis of glioma. PubMed DOI PMC

Roskova, I. et al. Small RNA sequencing identifies a six-MicroRNA signature enabling classification of brain metastases according to their origin. PubMed DOI PMC

Kirschner, M. B. et al. The impact of hemolysis on cell-free microRNA biomarkers. PubMed PMC

Juzenas, S. et al. Depletion of erythropoietic miR-486–5p and miR-451a improves detectability of rare microRNAs in peripheral blood-derived small RNA sequencing libraries. PubMed DOI PMC

NextSeq 500 and 550 System Denature and Dilute Libraries Guide [Internet]. [cited 2023 Jan 29]. Available from: https://emea.support.illumina.com/downloads/nextseq-500-denaturing-diluting-libraries-15048776.html

Babraham Bioinformatics - FastQC A Quality Control tool for High Throughput Sequence Data [Internet]. [cited 2023 Jan 29]. Available from: https://www.bioinformatics.babraham.ac.uk/projects/fastqc/

Martin, M. Cutadapt removes adapter sequences from high-throughput sequencing reads. DOI

FASTX-Toolkit [Internet]. [cited 2023 Jan 29]. Available from: http://hannonlab.cshl.edu/fastx_toolkit/

Griffiths-Jones, S., Grocock, R. J., van Dongen, S., Bateman, A. & Enright, A. J. miRBase: microRNA sequences, targets and gene nomenclature. PubMed DOI PMC

Pantano, L., Estivill, X. & Martí, E. SeqBuster, a bioinformatic tool for the processing and analysis of small RNAs datasets, reveals ubiquitous miRNA modifications in human embryonic cells. PubMed DOI PMC

Ewels, P., Magnusson, M., Lundin, S. & Käller, M. MultiQC: Summarize analysis results for multiple tools and samples in a single report. PubMed DOI PMC

Love, M. I., Huber, W. & Anders, S. Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. PubMed DOI PMC

Bioconductor - clusterProfiler [Internet]. [cited 2025 Sep 7]. Available from: https://www.bioconductor.org/packages/release/bioc/html/clusterProfiler.html

Kanehisa, M., Furumichi, M., Sato, Y., Matsuura, Y. & Ishiguro-Watanabe, M. KEGG: Biological systems database as a model of the real world. PubMed DOI PMC

Kanehisa, M., Sato, Y., Kawashima, M., Furumichi, M. & Tanabe, M. KEGG as a reference resource for gene and protein annotation. PubMed DOI PMC

Kanehisa, M. & Goto, S. KEGG: Kyoto encyclopedia of genes and genomes. PubMed DOI PMC

Lam, T. C., Sahgal, A., Chang, E. L. & Lo, S. S. Stereotactic radiosurgery for multiple brain metastases. PubMed DOI

Tong, E., McCullagh, K. L. & Iv, M. Advanced imaging of brain metastases: From augmenting visualization and improving diagnosis to evaluating treatment response. PubMed DOI PMC

de Sousa, V. M. L. & Carvalho, L. Heterogeneity in lung cancer. PubMed

Dufourd, T. et al. Plasma or serum? A qualitative study on rodents and humans using high-throughput microRNA sequencing for circulating biomarkers. PubMed DOI PMC

Smith, M. D. et al. Haemolysis detection in MicroRNA-Seq from clinical plasma samples. PubMed DOI PMC

Sell, M. C., Ramlogan-Steel, C. A., Steel, J. C. & Dhungel, B. P. MicroRNAs in cancer metastasis: Biological and therapeutic implications. PubMed DOI PMC

Hassanein, S. S., Ibrahim, S. A. & Abdel-Mawgood, A. L. Cell behavior of non-small cell lung cancer is at EGFR and MicroRNAs hands. PubMed DOI PMC

Yadav, R. et al. The miRNA and PD-1/PD-L1 signaling axis: An arsenal of immunotherapeutic targets against lung cancer. PubMed PMC

Bleazard, T., Lamb, J. A. & Griffiths-Jones, S. Bias in microRNA functional enrichment analysis. PubMed DOI PMC

Fridrich, A., Hazan, Y. & Moran, Y. Too many false targets for microRNAs: Challenges and pitfalls in prediction of miRNA targets and their gene ontology in model and non-model organisms. PubMed DOI PMC

Wong, R. K. Y., MacMahon, M., Woodside, J. V. & Simpson, D. A. A comparison of RNA extraction and sequencing protocols for detection of small RNAs in plasma. PubMed DOI PMC

Duttagupta, R., Jiang, R., Gollub, J., Getts, R. C. & Jones, K. W. Impact of cellular miRNAs on circulating miRNA biomarker signatures. PubMed DOI PMC

MaClellan, S. A., Macaulay, C., Lam, S. & Garnis, C. Pre-profiling factors influencing serum microRNA levels. PubMed DOI PMC

Liang, H. et al. Effective detection and quantification of dietetically absorbed plant microRNAs in human plasma. PubMed DOI

Samandari, N. et al. Influence of disease duration on circulating levels of miRNAs in children and adolescents with new onset type 1 diabetes. PubMed PMC

Balzano, F. et al. miRNA stability in frozen plasma samples. PubMed DOI PMC

Benz, F. et al. U6 is unsuitable for normalization of serum miRNA levels in patients with sepsis or liver fibrosis. PubMed DOI PMC

Xiang, M. et al. U6 is not a suitable endogenous control for the quantification of circulating microRNAs. PubMed DOI

Mitchell, P. S. et al. Circulating microRNAs as stable blood-based markers for cancer detection. PubMed DOI PMC

Avendaño-Vázquez, S. E. & Flores-Jasso, C. F. Stumbling on elusive cargo: How isomiRs challenge microRNA detection and quantification, the case of extracellular vesicles. PubMed DOI PMC

Blondal, T. et al. 2013 Assessing sample and miRNA profile quality in serum and plasma or other biofluids. PubMed DOI

Najít záznam

Citační ukazatele

Pouze přihlášení uživatelé

Možnosti archivace

Nahrávání dat ...