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Gene expression from unambiguous genome wide genic feature annotation

License: GNU General Public License v2.0

Perl 0.85% Python 99.15%

expression_by_feature's Introduction

#####EXPRESSION_BY_FEATURE REPOSITORY DESCRIPTION

RATIONALE

A single gene frequently encodes multiple overlapping transcripts and genes themselves occasionally overlap. Therefore classification of genomic regions into exonic, intronic and other related categories can be ambiguous.

fix_genic_features.py examines transcript annotation download from UCSC table browser in GTF fromat, and then annotated with gene names and manually curated to improve annotation of non-coding transcripts. See curating_RefSeq_GTF for description of annotation and curation procedures.

fix_genic_features.py resolves ambiguity of genomic annotation on per-gene basis. The program uses a hierarchy principle to resolve ambiguities, that for most protein coding genes allows to eventually attribute following six types of non-overlapping genomic features:

  • upstream genic regions
  • 3'UTRs
  • CDS
  • introns
  • 5'UTRs
  • downstream genic regions

The output of fix_genic_features.py is a whole-genome annotation. This annotation allows to quickly characterize every unique alignment of an NGS library with rpkm_genic_features.bxt5.py program, and then to quantify expression of every gene and of every feature-type by summarize_features.py.

DOCUMENTATION

Detailed documentation of programs of this repository is in doc/ directory:

fix_genic_features.py documenation

rpkm_genic_features.bxt5.py documentation

summarize_features.py documentation

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