PrESOgenesis
所属分类:聚类算法
开发工具:Perl
文件大小:36008KB
下载次数:0
上传日期:2020-04-16 04:17:15
上 传 者:
sh-1993
说明: PrESOgenesis是一种基于支持向量机的分类器,用于预测精子发生、胚胎发生和卵子发生的关系...
(PrESOgenesis is a Support Vector Machine-based classifier to predict the spermatogenesis/embryogenesis/oogenesis related proteins based on 1920 meaningful protein sequence features.)
文件列表:
Example (0, 2020-04-16)
Example\DNA.fasta (22344, 2020-04-16)
Example\Protein.fasta (3426, 2020-04-16)
Model (0, 2020-04-16)
Model\Combine_Model.zip (14247593, 2020-04-16)
Model\Combine_Scale (45455, 2020-04-16)
Model\Embryogenesis_Model (19360484, 2020-04-16)
Model\Embryogenesis_Scale (45787, 2020-04-16)
Model\Oogenesis_Model (9993151, 2020-04-16)
Model\Oogenesis_Scale (46482, 2020-04-16)
Model\Spermatogenesis_Model (18775927, 2020-04-16)
Model\Spermatogenesis_Scale (45520, 2020-04-16)
PrESOgenesis (28864, 2020-04-16)
PrESOgenesis.c (84723, 2020-04-16)
Scripts (0, 2020-04-16)
Scripts\Features.R (783, 2020-04-16)
Scripts\TransDecoder-3.0.1 (0, 2020-04-16)
Scripts\TransDecoder-3.0.1\Changelog.txt (879, 2020-04-16)
Scripts\TransDecoder-3.0.1\LICENSE.txt (1492, 2020-04-16)
Scripts\TransDecoder-3.0.1\Makefile (197, 2020-04-16)
Scripts\TransDecoder-3.0.1\PerlLib (0, 2020-04-16)
Scripts\TransDecoder-3.0.1\PerlLib\Fasta_reader.pm (3479, 2020-04-16)
Scripts\TransDecoder-3.0.1\PerlLib\Fasta_retriever.pm (1564, 2020-04-16)
Scripts\TransDecoder-3.0.1\PerlLib\GFF3_utils.pm (8383, 2020-04-16)
Scripts\TransDecoder-3.0.1\PerlLib\Gene_obj.pm (142703, 2020-04-16)
Scripts\TransDecoder-3.0.1\PerlLib\Gene_obj_indexer.pm (1362, 2020-04-16)
Scripts\TransDecoder-3.0.1\PerlLib\Longest_orf.pm (11642, 2020-04-16)
Scripts\TransDecoder-3.0.1\PerlLib\Nuc_translator.pm (10298, 2020-04-16)
Scripts\TransDecoder-3.0.1\PerlLib\TiedHash.pm (3707, 2020-04-16)
Scripts\TransDecoder-3.0.1\TransDecoder.LongOrfs (10429, 2020-04-16)
Scripts\TransDecoder-3.0.1\TransDecoder.Predict (13134, 2020-04-16)
Scripts\TransDecoder-3.0.1\notes (120, 2020-04-16)
Scripts\TransDecoder-3.0.1\transdecoder_plugins (0, 2020-04-16)
Scripts\TransDecoder-3.0.1\transdecoder_plugins\Makefile (249, 2020-04-16)
Scripts\TransDecoder-3.0.1\transdecoder_plugins\cd-hit-v4.6.1-2012-08-27.tgz (652425, 2020-04-16)
... ...
# PrESOgenesis
1) Introduction
PrESOgenesis is a Support Vector Machine-based classifier to predict the
spermatogenesis/embryogenesis/oogenesis related proteins based on 1920
meaningful protein sequence features. It takes protein/DNA FASTA sequences
as input, and generate output about the potential of a protein to be
involved in spermatogenesis/embryogenesis/oogenesis. PrESOgenesis depends
on two programs (libsvm and protr package in R) and can be run on Linux.
Also, it use TransDecoder software to convert the DNA sequences (mRNA
transcripts that converted to DNA) to protein.
2) Pre-requisite
It just need R software to be installed in your system.
3) Install dependencies
Drag install.sh file to terminal for automatic installing all of the
dependencies. This will build and install the libsvm and TransDecoder
software and protr package.
$ gzip -dc PrESOgenesis.tar.gz | tar x
$ cd PrESOgenesis
$ chmod 777 /full/path/to/install.sh
$ /full/path/to/install.sh
4) Run PrOSEgenesis
$ /full/path/to/PrESOgenesis /full/path/to/Candidates.fa
5) Output
The results will be stored in PrESOgenesis_resultss.txt. The score represents a
protein's probability of belonging to the spermatogenesis/embryogenesis/oogenesis.
PrESOgenesis applied a probability score >0.5 to designate putative related protein.
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