A comprehensive pan-cancer analysis reveals cancer-associated robust isomiR expression landscapes in miRNA arm switching

MicroRNAs (miRNAs), important regulators of gene expression, play critical roles in various biological processes and tumorigenesis. To reveal the potential relationships between multiple isomiRs and arm switching, we performed a comprehensive pan-cancer analysis to discuss their roles in tumorigenesis and cancer prognosis. Our results showed that many miR-#-5p and miR-#-3p pairs from the two arms of pre-miRNA may have abundant expression levels, and they are often involved in distinct functional regulatory networks by targeting different mRNAs, although they may also interact with common targets. The two arms may show diverse isomiR expression landscapes, and their expression ratio might vary, mainly depending on tissue type. Dominantly expressed isomiRs can be used to determine distinct cancer subtypes that are associated with clinical outcome, indicating that they may be potential prognostic biomarkers. Our findings indicate robust and flexible isomiR expression landscapes that will enrich the study of miRNAs/isomiRs and aid in revealing the potential roles of multiple isomiRs yielded by arm switching in tumorigenesis.

Diagnostic and therapeutic biomarkers for Alzheimer's disease in human-derived platelets

BACKGROUND

Diagnosis of current Alzheimer's disease (AD) is difficult even for medical specialists, and there is no clear biomarker. Also, aging is highly related to the onset of AD.

OBJECTIVES

The purpose of this study is to screen miRNA as an aging-considered biomarker for AD treatment and diagnosis.

METHODS

The patient group for this study was divided into a young normal, old normal, or AD group. We developed a method of discovering sequentially expressed miRNAs to distinguish miRNAs that were sequentially expressed in the three groups.

RESULTS

Sequentially expressed miRNAs correlated highly with the patient's age, and most showed expression patterns that distinguished young, old, and AD. Specifically, the miRNA expression we found showed similar patterns in the brains of patients with AD. Among the selected miRNAs, one set derived from the same precursor: The expression of miR-150 was a disease- and age-specific downregulation in both 3p and 5p forms, and the precursor also had the same pattern. We named that triple matching. Also, the found miR-150 precursor had AD-specific miRNA-imbalance characteristics.

CONCLUSIONS

We developed a novel AD diagnostic method using triple matching and miRNA-imbalance. The triple matching and miRNA imbalance-based relative ratio diagnosis method we developed will be very powerful in resolving the challenges of absolute diagnostic quantification based on biomarker expression. Also, our research results suggest the possibility of a treatment target for AD.

miRNA arm switching identifies novel tumour biomarkers

Background

microRNAs have been reported to play critical roles in cancer and to have potential as diagnostic biomarkers. During miRNA biogenesis, one strand of the miRNA hairpin precursor is preferentially selected as a functionally mature miRNA, while the other strand is typically degraded. Arm switching occurs when the strand preference is changed. This preference can be different and can change dynamically depending upon the species, tissue types, or development stages. Due to recent advances in next-generation sequencing methods, arm switching has been observed in a variety of cancers.

Methods

A tumour miRNA-Seq dataset was collected from The Cancer Genome Atlas (TCGA). The support vector machine (SVM) method combined with 5-fold cross validation was applied to select the best combination of arm-switched miRNA tumour markers. Survival analysis was also applied to identify patient survival associated miRNA markers.

Findings

We observed 51 arm-switched miRNAs and of these, 7 were associated with patient survival. Twenty-three 1-combination arm switching miRNAs with excellent diagnostic value were identified. Interestingly, ovarian cancer showed a significant difference in arm switching pattern compared with 32 other cancers.

Interpretation

These results suggest that arm switching miRNAs could be used as potential biomarkers for various cancers.

Fund

This work was partially supported by the National Natural Science Foundation of China (no. 61472158, 61572227), and University of Macau Faculty of Health Sciences (MYRG2016-00101-FHS).

Selected isomiR expression profiles via arm switching?

A mature miRNA may be generated from 5p or 3p arm of a hairpin precursor. The selection may be flexible via "arm switching". However, accumulating evidences suggest that both arms of many pre-miRNAs can yield mature functional miRNAs. Herein, we attempted to compare the isomiR expression profiles between the two arms through analyzing in-house and published small RNA deep sequencing datasets. Although many miR-#-5p and miR-#-3p have been reported as functional miRNAs, fewer miRNA pairs (11 and 6 pairs are collected in tumor and normal cells, respectively) are simultaneously identified as abundant miRNA species. According to isomiR types and dominant isomiR species, miR-#-5p and miR-#-3p show various isomiR expression profiles as well as diverse enrichment levels. IsomiR profiles of non-dominant arm are not well-conserved in 5' ends as well as isomiR profiles of dominant arm. If both the miR-#-5p and miR-#-3p are abundantly expressed, their isomiR expression profiles are always stable across different samples. Similar to diverse enrichment levels of miR-#-5p and miR-#-3p, the isomiR expression patterns may also be influenced by the phenomenon of "arm switching". The diverged isomiR expression profiles further enrich the complexity of multiple isomiRs, and complicate the coding-non-coding RNA regulatory network.