Sensitive detection of EBV microRNAs across cancer spectrum reveals association with decreased survival in adult acute myelocytic leukemia.
Mercedeh MovassaghCliff OduorCatherine ForconiAnn M MoormannJeffrey A BaileyPublished in: Scientific reports (2019)
Epstein Barr virus (EBV) is the etiologic agent involved in numerous human cancers. After infecting the host, EBV establishes a latent infection, with low levels of messenger RNA (mRNA) and protein expression, evolved to evade immune recognition. Conversely, EBV microRNAs (miRNA) are expressed ubiquitously and abundantly within infected cells. Their role in tumor biology and clinical outcomes across the spectrum of cancer is not fully explained. Here, we applied our bioinformatics pipeline for quantitative EBV miRNA detection to examine sequencing data of 8,955 individual tumor samples across 27 tumor types representing the breadth of cancer. We uncover an association of intermediate levels of viral miRNA with decreased survival in adult acute myeloid leukemia (AML) patients (P = 0.00013). Prognostic modeling of this association suggests that increased EBV miRNA levels represent an independent risk factor for poor patient outcomes. Furthermore, we explore differences in expression between elevated and absent viral miRNA loads in adult AML tumors finding that EBV positivity was associated with proinflammatory signals. Together, given no associations were found for pediatric AML, our analyses suggests EBV positivity has the potential for being a prognostic biomarker and might represent a surrogate measure related to immune impairment in adult patients.
Keyphrases
- epstein barr virus
- acute myeloid leukemia
- diffuse large b cell lymphoma
- papillary thyroid
- childhood cancer
- sensitive detection
- squamous cell
- sars cov
- allogeneic hematopoietic stem cell transplantation
- end stage renal disease
- bone marrow
- machine learning
- single cell
- lymph node metastasis
- cell proliferation
- poor prognosis
- induced apoptosis
- binding protein
- electronic health record
- prognostic factors
- peritoneal dialysis
- endoplasmic reticulum stress
- signaling pathway
- big data
- aortic dissection
- human health
- pluripotent stem cells