lnRNA | pfam预测

前言

昨天CJ微信推送pfam的本地安装,以下为原文链接:
pfam安装和使用:https://www.jianshu.com/p/9cf40d0d8bf5

目前我做lncRNA分析,在线使用不太方便,刚准备搭建pfam本地安装,嘻嘻~
原文已经很详细,但是第一次使用,我一些疑问,记录了自己的安装过程,所以有了下面的内容

Pfam是一个大型蛋白结构域家族的数据库,每个蛋白家族都由多个序列比对和HMMs(hidden Markovmodels,隐马尔可夫模型)所体现。Pfam包括两个质量级别的家族数据库:Pfam-A和Pfam-B(pfam27.0包含,以后更新的版本没有)。Pfam-A来自基础序列数据库Pfamseq,是根据最新的UniProtKB数据建立的,质量较高。Pfam-B做为Pfam-A的补充,是一个未注释的低质量数据库,一般是由ADDA数据中的非冗余cluster自动生成的。虽然质量较低,但对于鉴定Pfam-A无法覆盖到的功能保守区域是非常有用的。

pfam http://ftp.ebi.ac.uk/pub/databases/Pfam/releases/
lnRNA | pfam预测_第1张图片
目录.png

1.PfamScan本地安装:Tools文件夹(我下载的最新版)

1)解压,不需要修改开头指定perl
pengzw@super-server:~$ mkdir ~/biosoft/pfam
pengzw@super-server:~$ cd ~/biosoft/pfam
pengzw@super-server:~/biosoft/pfam$ nohup wget ftp://ftp.ebi.ac.uk/pub/databases/Pfam/releases/Pfam32.0/Pfam-A.hmm.gz &
pengzw@super-server:~/biosoft/pfam$ nohup wget  http://ftp.ebi.ac.uk/pub/databases/Pfam/Tools/PfamScan.tar.gz &
pengzw@super-server:~/biosoft/pfam$ tar zxvf PfamScan.tar.gz
pengzw@super-server:~/biosoft/pfam$ cd PfamScan
pengzw@super-server:~/biosoft/pfam$ cat
pengzw@super-server:~/biosoft/pfam/PfamScan$ cat pfam_scan.pl |head -n 5
#!/usr/bin/env perl

# $Id: pfam_scan.pl 9592 2017-02-23 09:32:06Z jaina $
把Pfam目录加入环境,pfam_scan.pl所在目录

在末尾加入export PERL5LIB=/home/pengzw/biosoft/pfam/PfamScan/:$PERL5LIB

pengzw@super-server:~/biosoft/pfam/PfamScan$ vim ~/.bashrc 

2.安装hmmer3 (之前安装过,v3.2.1)

3.下载Pfam库(我选的最新版pfam32.0),放在同一目录PfamData,否则会出错!!!

lnRNA | pfam预测_第2张图片
pfam32.0.png

安装

pengzw@super-server:~/biosoft/pfam$ mkdir PfamData
pengzw@super-server:~/biosoft/pfam$ cd PfamData
pengzw@super-server:~/biosoft/pfam/PfamData$ nohup wget ftp://ftp.ebi.ac.uk/pub/databases/Pfam/releases/Pfam32.0/Pfam-A.hmm.dat.gz &
pengzw@super-server:~/biosoft/pfam/PfamData$ nohup wget ftp://ftp.ebi.ac.uk/pub/databases/Pfam/Tools/PfamScan.tar.gz &
pengzw@super-server:~/biosoft/pfam/PfamData$ gunzip Pfam-A.hmm.gz Pfam-A.hmm.dat.gz 
pengzw@super-server:~/biosoft/pfam/PfamData$ hmmpress Pfam-A.hmm

使用

pengzw@super-server:~/biosoft/pfam$ ./PfamScan/pfam_scan.pl -h

pfam_scan.pl: search a FASTA file against a library of Pfam HMMs

Usage: pfam_scan.pl -fasta  -dir 

Additonal options:

  -h                : show this help
  -outfile    : output file, otherwise send to STDOUT
  -clan_overlap     : show overlapping hits within clan member families (applies to Pfam-A families only)
  -align            : show the HMM-sequence alignment for each match
  -e_seq         : specify hmmscan evalue sequence cutoff for Pfam-A searches (default Pfam defined)
  -e_dom         : specify hmmscan evalue domain cutoff for Pfam-A searches (default Pfam defined)
  -b_seq         : specify hmmscan bit score sequence cutoff for Pfam-A searches (default Pfam defined)
  -b_dom         : specify hmmscan bit score domain cutoff for Pfam-A searches (default Pfam defined)
  -as               : predict active site residues for Pfam-A matches
  -json [pretty]    : write results in JSON format. If the optional value "pretty" is given,
                      the JSON output will be formatted using the "pretty" option in the JSON
                      module
  -cpu           : number of parallel CPU workers to use for multithreads (default all)
  -translate [mode] : treat sequence as DNA and perform six-frame translation before searching. If the
                      optional value "mode" is given it must be either "all", to translate everything 
                      and produce no individual ORFs, or "orf", to report only ORFs with length greater 
                      than 20. If "-translate" is used without a "mode" value, the default is to 
                      report ORFs (default no translation)
pengzw@super-server:~/biosoft/pfam$ ./PfamScan/pfam_scan.pl -fasta AtCBL.fa -dir ./PfamData/ -out test.fa
pengzw@super-server:~/biosoft/pfam$ cat test2.fa
# pfam_scan.pl,  run at Wed Apr  3 11:28:40 2019
#
# Copyright (c) 2009 Genome Research Ltd
# Freely distributed under the GNU 
# General Public License
#
# Authors: Jaina Mistry ([email protected]), 
#          Rob Finn ([email protected])
#
# This is free software; you can redistribute it and/or modify it under
# the terms of the GNU General Public License as published by the Free Software
# Foundation; either version 2 of the License, or (at your option) any later version.
# This program is distributed in the hope that it will be useful, but WITHOUT
# ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS
# FOR A PARTICULAR PURPOSE. See the GNU General Public License for more
# details.
#
# You should have received a copy of the GNU General Public License along with
# this program. If not, see . 
# = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = =
#      query sequence file: AtCBL.fa
#        searching against: ./PfamData//Pfam-A.hmm, with cut off --cut_ga
#    resolve clan overlaps: on
#     predict active sites: off
# = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = = =
#
#               

AtCBL8      53     98     52    102 PF13833.6   EF-hand_8         Domain     2    50    55     14.1     0.031   1 CL0220   
AtCBL8     115    179    111    182 PF13499.6   EF-hand_7         Domain     6    68    71     38.7     1e-09   1 CL0220   
AtCBL5      45     97     26    100 PF12763.7   EF-hand_4         Family    20    71   104     22.3   9.2e-05   1 CL0220   
AtCBL5     107    175    105    177 PF13499.6   EF-hand_7         Domain     3    69    71     30.3   4.2e-07   1 CL0220   
AtCBL6     116    181    115    187 PF13499.6   EF-hand_7         Domain     2    65    71     36.1   6.6e-09   1 CL0220   
AtCBL1     107    172    106    179 PF13499.6   EF-hand_7         Domain     2    65    71     31.7   1.5e-07   1 CL0220   
AtCBL7      77    100     75    103 PF13405.6   EF-hand_6         Domain     4    27    31     23.4   3.6e-05   1 CL0220   
AtCBL7     156    180    155    180 PF13202.6   EF-hand_5         Domain     1    25    25     15.1     0.011   1 CL0220   
AtCBL3      64    113     63    116 PF13833.6   EF-hand_8         Domain     2    50    55     21.0   0.00021   1 CL0220   
AtCBL3     126    193    125    197 PF13499.6   EF-hand_7         Domain     2    67    71     34.9   1.5e-08   1 CL0220   
AtCBL10    119    138    118    143 PF13202.6   EF-hand_5         Domain     2    21    25     13.6     0.034   1 CL0220   
AtCBL10    153    218    152    223 PF13499.6   EF-hand_7         Domain     2    65    71     38.5   1.2e-09   1 CL0220   
AtCBL4     111    180    110    182 PF13499.6   EF-hand_7         Domain     2    69    71     35.0   1.5e-08   1 CL0220   
AtCBL9     153    177    153    177 PF13202.6   EF-hand_5         Domain     1    25    25     28.5   6.7e-07   1 CL0220   
AtCBL2      64    109     63    112 PF13833.6   EF-hand_8         Domain     2    50    55     21.5   0.00015   1 CL0220   
AtCBL2     122    187    121    192 PF13499.6   EF-hand_7         Domain     2    65    71     36.1   6.8e-09   1 CL0220   

4.在线:pfam search在线结果,邮箱查收(部分浏览器可以,我用的google)~

1.网页结果,直接调到HMMER界面
lnRNA | pfam预测_第3张图片
HMMSCAN.png
2.邮箱结果
lnRNA | pfam预测_第4张图片
邮箱结果.png
5.ps最后:原来我用了这么久的HMMSCAN,表示由于某些原因受到了欺骗,还是要多思考。。。我还一直以为HMMER有个在线数据库~

phmmer和hmmscan的结果差别如下,其实我还是用的pfam的结果啊,只是利用了hmmer这个软件。


lnRNA | pfam预测_第5张图片
HMMSCAN.png
lnRNA | pfam预测_第6张图片
phmmer.png

6.参考原文:

pfam安装和使用:https://www.jianshu.com/p/9cf40d0d8bf5
Pfam数据库蛋白编码能力预测http://www.biotrainee.com/thread-1212-1-1.html

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