lncRNA identification and expression quantification analysis method

An analysis method and quality technology, applied in the field of lncRNA identification and expression quantification analysis, can solve the problems of limited lncRNA annotation accuracy and inability to find lncRNA, and achieve the effect of improving annotation accuracy

Active Publication Date: 2020-05-22
SHANGHAI PASSION BIOTECHNOLOGY CO LTD
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  • Application Information

AI Technical Summary

Problems solved by technology

Existing microarray-based lncRNA analysis methods rely on known lncRNA information and cannot discover new lncRNAs
[0004]Other high-throughput sequencing-based lncRNA analysis methods mostly use old comparison and annotation software, and the accuracy of lncRNA annotation is limited

Method used

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  • lncRNA identification and expression quantification analysis method

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Embodiment Construction

[0055] The present invention will be further described below in conjunction with accompanying drawing:

[0056] An analysis method for lncRNA identification and expression quantification, comprising the steps of:

[0057] Step 1, sequencing data filtering step:

[0058] Use fastp software to remove adapters and low-quality sequences in the sequencing results: fastp uses PE readsoverlap information to automatically identify adapter sequences, with higher accuracy and removal efficiency. At the same time, the length of 5 bases was used as a window, and the window was slid from the 3' end to the 5' end, and the windows with an average quality less than 20 in the window were cut off. Finally, reads with a length greater than 50 are retained.

[0059] The sequencing data after removing adapters and low-quality sequences were quality-controlled using fastqc software:

[0060]According to the sequencing characteristics of RNASeq, the four lines of the base distribution of the sequ...

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Abstract

The invention discloses an lncRNA identification and expression quantification analysis method, which is characterized by comprising a series of a sequencing data filtering step, a sequencing data comparison step, a transcription splicing step, a gene comparison step, an lncRNA filtering step and an lncRNA analysis step. According to the method, the new lncRNA can be discovered, and the annotationaccuracy of the lncRNA is improved.

Description

technical field [0001] The invention relates to the field of gene detection, in particular to an analysis method for lncRNA identification and expression quantification. Background technique [0002] Non-coding RNA is a class of functional RNA molecules that do not translate proteins. Common regulatory non-coding RNAs include siRNA, miRNA, piRNA, and long non-coding RNA. A large number of studies have shown that non-coding RNA plays an increasingly important role in the regulation of epigenetics. People's understanding of lncRNA (Long noncoding RNAs, lncRNAs) is still in its infancy, and lncRNA was initially considered as the "noise" of genome transcription, a by-product of RNA polymerase II transcription, and has no biological function. However, literature studies have shown that lncRNA is involved in many important regulatory processes such as X chromosome silencing, genome imprinting, chromatin modification, transcriptional activation, transcriptional interference, and n...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G16B30/10G16B50/30
CPCG16B30/10G16B50/30Y02A90/10
Inventor 沈立孙子奎
Owner SHANGHAI PASSION BIOTECHNOLOGY CO LTD
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