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Introduction
Small RNAs play regulatory roles of downstream genes and modulate chromatin structure of the genome. There are many families of small RNAs being the most widely known microRNAs (miRNAs) and small interfering RNAs (siRNAs). miRNAs play a role in a broad rage of biological process including development, cell differentiation and has been associated with human diseases such as cancer. MicroRNAs can reduce the activity (expression level) of protein coding genes through inhibition of protein translations and destabilisation of the mRNAs via removal of the poly A tail.View file
What is small RNAseq?
Small noncoding RNAs act in gene silencing and post-transcriptional regulation of gene expression. Small RNA sequencing (RNA-Seq) is a technique to isolate and sequence small RNA species, such as microRNAs (miRNAs). Small RNA-Seq can query thousands of small RNA and miRNA sequences with unprecedented sensitivity and dynamic range (Source: Illumina).
With small RNA-Seq you can discover novel miRNAs and other small noncoding RNAs, and examine the differential expression of all small RNAs in any sample. You can characterize variations such as isomiRs with single-base resolution, as well as analyze any small RNA or miRNA without prior sequence or secondary structure information (Source: Illumina).
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Animal and plant microRNAs - similarities and differences
Similarities:
Biogenesis and Processing:
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In both animals and plants, miRNAs regulate gene expression primarily at the post-transcriptional level. They bind to complementary sequences in their target mRNAs to either induce degradation or inhibit translation. •
They play crucial roles in controlling a wide range of biological processes such as development, stress responses, and cell differentiation.
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Some miRNAs, such as those involved in essential cellular processes like growth and differentiation, are conserved across both plants and animals. For instance, the miR-156/157 family in plants and the let-7 family in animals are key regulators of developmental timing.
Differences:
| Animals | Plants |
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Target recognition and binding mechanism | miRNAs often recognize target mRNAs through imperfect base pairing, particularly in the 3’ untranslated region (3’ UTR) of the mRNA. The “seed region” (nucleotides 2-8) at the 5’ end of the miRNA plays a crucial role in target recognition. Due to the imperfect base pairing, a single miRNA can regulate many target genes. | miRNAs generally have near-perfect or perfect complementarity to their target mRNAs, usually within the coding region. This leads to direct cleavage and degradation of the target mRNA. Plant miRNAs often have a one-to-one relationship with their targets. |
Biogenesis and processing pathways | The primary miRNA (pri-miRNA) is processed in the nucleus by the Drosha-DGCR8 complex into a pre-miRNA. The pre-miRNA is then exported to the cytoplasm, where it is further processed by the enzyme Dicer to produce the mature miRNA. | Both the processing of pri-miRNAs into mature miRNAs and the loading into RISC take place mainly in the nucleus. The enzyme Dicer-like 1 (DCL1) is responsible for cleaving the pri-miRNA and pre-miRNA in a single-step process. |
RISC Composition and Argonaute Proteins | The RISC is typically composed of an Argonaute protein (AGO1 being the most common) and the miRNA. There are multiple AGO proteins with diverse functions. | While AGO1 is the predominant Argonaute protein in plant miRNAs, some plants have additional AGO proteins with specialized roles, such as AGO2 and AGO7. |
Function and Location of Target Sites | miRNAs usually target the 3’ UTR of mRNAs, leading to translational repression or, less commonly, mRNA degradation. Rarely, they can target the 5’ UTR or coding regions. | miRNAs predominantly target the coding regions or the 5’ UTRs of mRNAs, which often results in mRNA cleavage. |
Length and Structure of Precursor miRNAs | Precursor miRNAs are typically 70-100 nucleotides long and have a characteristic hairpin structure. | Precursor miRNAs tend to be longer, ranging from 70 to 200 nucleotides, and the hairpin structures are often more variable. |
Evolutionary Conservation | miRNAs are highly conserved across species, reflecting their critical roles in regulating fundamental biological processes. | While many miRNAs are conserved among closely related plant species, there is generally less conservation at broader taxonomic levels. |
Overall characteristics
In Mammals: AGO2 is the key catalytic AGO protein with slicing activity, while AGO3 and AGO4 are primarily involved in translational repression and gene regulation.
In Plants: AGO2 functions in antiviral defense, AGO4 and AGO6 are central to RNA-directed DNA methylation, AGO5 regulates reproductive tissues, and AGO7 plays an essential role in the trans-acting small interference RNA (ta-siRNA) pathway and leaf development.
The diversity in AGO proteins reflects the specialized functions that have evolved in both animals and plants to fine-tune gene expression through small RNA-mediated pathways.
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Understand how post-transcriptional regulation contributes to phenotypephenotypic changes
Identify novel biomarkers Capture the complete range associated with specific conditions (e.g., disease)
Elucidate the repertoire of small RNA and miRNA in a given species
Global community for nextflow Bioinformatics pipelines
nf-core is a community-led project to develop a set of best-practice pipelines built using Nextflow. Pipelines are governed by a set of guidelines, enforced by community code reviews and automatic linting (code testing). A suite of helper tools aim to help people run and develop pipelines.
nf-core small RNAseq pipeline https://nf-co.re/smrnaseq/2.2.3
Public miRNA databases
miRBase - reference miRNA database https://mirbase.org
MirGeneDB - curated miRNA database https://mirgenedb.org