2017
DOI: 10.1093/nar/gkx210
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Enhancing identification of cancer types via lowly-expressed microRNAs

Abstract: The primary function of microRNAs (miRNAs) is to maintain cell homeostasis. In cancerous tissues miRNAs’ expression undergo drastic alterations. In this study, we use miRNA expression profiles from The Cancer Genome Atlas of 24 cancer types and 3 healthy tissues, collected from >8500 samples. We seek to classify the cancer's origin and tissue identification using the expression from 1046 reported miRNAs. Despite an apparent uniform appearance of miRNAs among cancerous samples, we recover indispensable informat… Show more

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Cited by 14 publications
(7 citation statements)
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“…The emergence of de novo miRNA families has increased by more than three-fold in mammals, and these are overrepresented within introns, likely catalyzed by host gene transcription (Meunier et al, 2013). These miRNAs may be equally as, if not more, important in human-specific diseases, as evidenced by a recent study indicating that profiles of lowly expressed miRNAs significantly enhance cancer phenotyping (Rasnic et al, 2017). Moreover, the effects of most miRNAs on protein expression are very modest (Baek et al, 2008), and the majority of miRNA deletion models do not exhibit any observable defects (Miska et al, 2007).…”
Section: Biogenesis and Function Of Mirnasmentioning
confidence: 99%
“…The emergence of de novo miRNA families has increased by more than three-fold in mammals, and these are overrepresented within introns, likely catalyzed by host gene transcription (Meunier et al, 2013). These miRNAs may be equally as, if not more, important in human-specific diseases, as evidenced by a recent study indicating that profiles of lowly expressed miRNAs significantly enhance cancer phenotyping (Rasnic et al, 2017). Moreover, the effects of most miRNAs on protein expression are very modest (Baek et al, 2008), and the majority of miRNA deletion models do not exhibit any observable defects (Miska et al, 2007).…”
Section: Biogenesis and Function Of Mirnasmentioning
confidence: 99%
“…Therefore, it is necessary to further explore the pathogenesis of AB at the molecular level. miRNAs are small non-coding RNAs that are 19-24 nucleotides in length [15]. They can mediate gene expression by binding the 3'-untranslated region of target messenger RNAs (mRNAs), leading to translational repression or degradation of the target mRNAs [16,17].…”
Section: Introductionmentioning
confidence: 99%
“…The seed region of miRNAs can form a complementary base pair with the 3'-untranslated region (3'UTR) of target gene mRNAs, leading to mRNA degradation or translation inhibition (5). The dysregulation of miRNAs has been reported to be associated with the initiation and development of a number of cancer types (6). In colorectal cancer, a number of miRNAs, including miR-17-5p and miR-21, have been revealed to be key drivers of tumorigenesis (7,8).…”
Section: Introductionmentioning
confidence: 99%