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1 #!/usr/bin/perl -w
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2
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3 #Margaret Antonio 16.08.29
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4
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5 #use strict;
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6 use Getopt::Long;
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7 use Bio::SeqIO;
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8 use autodie;
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9 no warnings;
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10
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11
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12
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13 #AVAILABLE OPTIONS. WILL print OUT UPON ERROR
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14 sub print_usage() {
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15
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16 print "\n###############################################################\n";
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17 print "dataOverview: outputs basic statistics for tn-seq library files \n\n";
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18
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19 print "USAGE:\n";
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20 print "perl dataOverview.pl -i inputs/ -f genome.fasta -r genome.gbk\n";
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21
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22 print "\nREQUIRED:\n";
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23 print " -d\tDirectory containing all input files (results files from\n";
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24 print " \tcalc fitness script)\n";
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25 print " \t OR\n";
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26 print " \tIn the command line (without a flag), input the name(s) of \n";
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27 print " \tthe files containing fitness values for individual \n\tinsertion mutants\n";
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28 print " -f\tFilename for genome sequence, in fasta format\n";
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29 print " -r\tFilename for genome annotation, in GenBank format\n";
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30
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31 print "\nOPTIONAL:\n";
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32 print " -h\tprint OUT usage\n";
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33 print " -c\tCutoff average(c1+c2)>c. Default: 15\n";
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34 print " -o\tFilename for output. Default: standard output\n";
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35 print " \n~~~~Always check that file paths are correctly specified~~~~\n";
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36 print " \n###############################################################\n";
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37
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38 }
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39
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40 # print "What's on the commandline: ", $ARGV;
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41
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42 sub get_time() {
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43 my ($sec, $min, $hour, $mday, $mon, $year, $wday, $yday, $isdst) = localtime(time);
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44 return "$hour:$min:$sec";
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45 }
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46 sub mean {
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47 my $sum=0;
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48 foreach my $n(@_){
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49 $sum+=$n;
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50 }
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51 my $total=scalar @_;
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52 my $mean=$sum/$total;
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53 return $mean;
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54 }
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55 sub minmax{
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56 my @unsorted=@_;
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57 my @sorted = sort { $a <=> $b } @unsorted;
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58 my $min = $sorted[0];
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59 my $max = $sorted[scalar @sorted -1];
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60 return ($min, $max);
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61 }
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62 sub uniq{
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63 my @input=@_;
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64 my @unique = do { my %seen; grep { !$seen{$_}++ } @input };
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65 }
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66
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67 #ASSIGN INPUTS TO VARIABLES
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68 our ($cutoff,$fastaFile, $outfile,$help,$ref,$weight_ceiling);
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69 GetOptions(
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70 'r:s' => \$ref,
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71 'f:s' => \$fastaFile,
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72 'c:i'=>\$cutoff,
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73 'o:s' => \$outfile,
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74 'h'=> \$help,
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75 'w:i' => \$weight_ceiling,
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76 );
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77
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78 # Set defaults
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79 #if (!$weight_ceiling){$weight_ceiling=50;}
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80 #if (!$cutoff){$cutoff=10;}
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81
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82 # If help option is specified or required files are not specified:
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83
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84 if ($help) {
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85 print print_usage();
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86 print "\n";
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87 exit;
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88 }
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89
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90 if (!$fastaFile or !$ref){
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91 print "\nERROR: Please correctly specify reference genome fasta and genbank files\n";
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92 print "Most genomes (in fasta and gbk format) are available at NCBI\n";
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93 print print_usage();
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94 print "\n";
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95 exit;
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96 }
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97 # Redirect STDOUT to log.txt. Anything print OUTed to the terminal will go into the log file
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98 if (! $outfile){
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99 $outfile="summary.txt";
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100 }
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101
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102 open OUT, ">",$outfile;
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103
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104 #Not sure if I'll need this but sometimes funky data inputs have hidden characters
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105 sub cleaner{
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106 my $line=$_[0];
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107 chomp($line);
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108 $line =~ s/\x0d{0,1}\x0a{0,1}\Z//s;
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109 return $line;
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110 }
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111
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112
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113 #Get the input files out of the input directory, or take off of command line
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114
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115 my @files=@ARGV;
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116 foreach my $f(@files){
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117 #print $f;
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118 }
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119 my $num=(scalar @files);
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120
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121 #print OUT "Gathering data overview for Tn-Seq experiment\n\n";
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122 #print OUT "Begin time: ",get_time(),"\n\n";
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123
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124 #CREATE AN ARRAY OF DATA FROM INPUT CSV FILE(S).
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125 #These are the "results" files from calc_fitness.pl. Insertion location, fitness, etc.
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126 #Go through each file from the commandline (ARGV array) and read each line as an array
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127 #into select array if values satisfy the cutoff
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128
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129
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130 #Store ALL insertion locations in this array. Later, get unique insertions
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131 my @insertions_all;
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132 #Store all genes with valid insertions here
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133 my @genes_insertions;
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134 #all lines that satisfied cutoff
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135 my @unsorted;
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136 #array to hold all positions of insertions. Going to use this later to match up with TA sites
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137 my @insertPos;
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138
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139 #Markers
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140 my $rows=-1;
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141 my $last=0;
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142
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143 print OUT "Library description\n\n";
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144 my @header=("library","file_path","ins","ins.f","genes.ins");
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145 print OUT join ("\t",@header),"\n";
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146
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147 for (my $i=0; $i<$num; $i++){
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148 #Temp arrays for library
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149 my(@insertions_all_lib,@genes_insertions_lib,@insertPos_lib);
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150 my $file=$files[$i];
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151 open(DATA, '<', $file) or die "Could not open '$file' Make sure input .csv files are entered in the command line\n";
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152 my $dummy=<DATA>; #read and store column names in dummy variable
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153 while (my $entry = <DATA>) {
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154 chomp $entry;
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155 my @line=split(",",$entry);
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156 my $locus = $line[9]; #gene id (SP_0000)
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157 my $w = $line[12]; #nW
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158 if (!$w){ $w=0 } # For blanks
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159 my $c1 = $line[2];
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160 my $c2 = $line[3];
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161 my $coord= $line[0];
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162 push (@insertions_all_lib,$coord);
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163 #Average counts must be greater than cutoff (minimum allowed)
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164 my $avg = ($c1+$c2)/2;
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165 if ($avg > $cutoff) {
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166 my @select=($coord,$w,$avg,$locus);
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167 my $select=\@select;
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168 push(@unsorted,$select);
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169 push(@insertPos_lib,$line[0]); #keep track of actual insertion site position
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170 push (@genes_insertions_lib,$locus);
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171 $last=$select[0];
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172 $rows++;
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173 }
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174 if ($avg >= $weight_ceiling) { $avg = $weight_ceiling } # Maximum weight
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175 }
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176 close DATA;
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177 push (@insertions_all,@insertions_all_lib);
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178 @genes_insertions_lib= uniq @genes_insertions_lib;
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179 push (@genes_insertions,@genes_insertions_lib);
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180 push (@insertPos,@insertPos_lib);
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181 my @stat=($i+1,$file,scalar @insertions_all_lib,scalar @insertPos_lib,scalar @genes_insertions_lib);
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182 print OUT join("\t",@stat),"\n";
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183 }
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184
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185 @insertPos = sort { $a <=> $b } @insertPos;
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186 @insertPos= uniq @insertPos;
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187 @genes_insertions= uniq @genes_insertions;
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188 @insertions_all=uniq @insertions_all;
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189 my $totalAll=scalar @insertions_all;
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190 my $total=scalar @insertPos;
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191 my $temp="1-".$num;
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192 my @all_stat=($temp,"NA",$totalAll,$total,scalar @genes_insertions);
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193 print OUT join("\t",@all_stat),"\n";
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194
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195 #Genome description: #TA sites, distance between TA sites, #TA sites in ORFS
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196 print OUT "\n-------------------------\n";
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197 print OUT "\nGenome description\n\n";
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198 print OUT "File for genome: ", $fastaFile,"\n";
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199
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200 my @sites;
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201 #First read fasta file into a string
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202 my $seqio = Bio::SeqIO->new(-file => $fastaFile, '-format' => 'Fasta');
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203 my $fasta;
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204 while(my $seq = $seqio->next_seq) {
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205 $fasta = $seq->seq;
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206 }
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207 #Just in case $fasta file is in lowercase, change it to uppercase
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208 $fasta=uc $fasta;
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209
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210 #Get genomic coordinate for TA sites:
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211 my $x="TA";
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212 my $offset=0;
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213 my @indices;
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214 my $result=index($fasta,$x,$offset);
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215 while ($result !=-1){
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216 push (@indices,$result);
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217 $offset=$result+1;
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218 $result=index($fasta,$x,$offset);
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219 }
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220 my $countTA=scalar @indices;
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221
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222 #Get longest stretch with no TA sites
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223 my @tempta=@indices;
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224 my $prev=shift @tempta;
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225 my $current=shift @tempta;
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226 my $lg_dist_ta=$current-$prev;
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227 foreach my $site(@tempta){
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228 $prev=$current;
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229 $current=$site;
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230 my $d=$current-$prev;
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231 if ($d>$lg_dist_ta){
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232 $lg_dist_ta=$d;
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233 }
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234 }
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235
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236 #Get longest stretch of with no insertions
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237 my @tempins=@insertPos;
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238 $prev=shift @tempins;
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239 $current=shift @tempins;
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240 my $lg_dist_ins=$current-$prev;
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241 foreach my $site(@tempins){
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242 $prev=$current;
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243 $current=$site;
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244 my $d=$current-$prev;
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245 if ($d>$lg_dist_ins){
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246 $lg_dist_ins=$d;
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247 }
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248 }
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249
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250
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251 my $genSize=length $fasta;
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252 print OUT "$genSize\tGenome size\n";
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253 print OUT "$countTA\tTotal number of TA sites\n\n";
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254
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255 my $sat=sprintf("%.2f", ($total/$countTA)*100);
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256 my $satAll=sprintf("%.2f", ($totalAll/$countTA)*100);
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257 my $inscov=sprintf("%.2f", ($total/$genSize)*100);
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258 my $tacov=sprintf("%.2f", ($countTA/$genSize)*100);
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259
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260 #Get GC content of genome
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261
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262 my $sequence = ' ';
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263 my $Ccount = 0;
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264 my $Gcount = 0;
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265 my $identifier = ' ';
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266
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267 my @nucleotides = split('', $fasta);
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268
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269 foreach my $nuc (@nucleotides) {
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270 if ($nuc eq 'G') {$Gcount++}
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271 elsif ($nuc eq 'C') {$Ccount++}
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272 }
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273 my $sequencelength=length $fasta;
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274
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275 my $GCcontent = sprintf("%.2f",((($Gcount + $Ccount) / $sequencelength) * 100));
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276 my $ATcontent =100-$GCcontent;
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277
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278 print OUT "$GCcontent%\tGC content of this genome\n";
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279 print OUT "$ATcontent%\tAT content of this genome\n";
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280
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281 print OUT "$satAll%\tSaturation of TA sites before cutoff filter (allInsertions/TAsites)\n";
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282 print OUT "$sat%\tSaturation of TA sites after cutoff filter (validInsertions/TAsites)\n";
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283 print OUT "$inscov%\tGenome coverage by insertions (validInsertions/genomeSize)\n";
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284 print OUT "$tacov%\tGenome coverage by TA sites (TAsites/genomeSize)\n";
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285 print OUT "$lg_dist_ta\tLargest distance between TA sites\n";
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286 print OUT "$lg_dist_ins\tLargest distance between insertions\n";
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287
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288 #Store everything to be print OUTed in array
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289 my @table;
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290
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291 print OUT "\nGenes using the genbank annotation file\n\n";
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292 ###Get genbank file. Find all start and stop for genes
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293 #See how many insertions fall into genes vs intergenic regions
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294 #Get array of coordinates for all insertions then remove insertion if it is
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295 #within a gene region
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296 my $gb = Bio::SeqIO->new(-file => $ref, -format => 'genbank');
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297 my $refseq = $gb->next_seq;
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298
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299 #store number of insertions in a gene here
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300 my @geneIns;
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301 my @allLengths;
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302 my $blankGene=0; #Number of genes that don't have any insertions in them
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303 my @genomeSeq=split('',$fasta);
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304
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305
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306 #keep a copy to remove insertions that are in genes
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307 my @insertPosCopy=@insertPos;
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308
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309 my @features = $refseq->get_SeqFeatures(); # just top level
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310 foreach my $feature ( @features ) {
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311 if ($feature->primary_tag eq "gene"){
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312 my $start=$feature->start;
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313 my $end=$feature->end;
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314 my $length=$end-$start;
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315 push (@allLengths,$length);
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316 #turn this into a for loop
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317 my $i=0;
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318 my $ins=0;
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319 my $current=$insertPos[$i];;
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320 while ($current<=$end && $i<scalar @insertPos){
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321 if ($current>=$start){
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322 splice(@insertPosCopy, $i, 1);
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323 $ins++;
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324 }
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325 $current=$insertPos[$i++];
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326 }
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327 if ($ins==0){$blankGene++}
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328 push (@geneIns,$ins);
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329 }
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330 }
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331 my $avgLength=sprintf("%.2f",mean(@allLengths));
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332
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333 my ($minLength, $maxLength) = minmax @allLengths;
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334 my $avgInsGene=sprintf("%.2f",mean(@geneIns));
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335
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336
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337
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338
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339
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340 my ($minInsGene, $maxInsGene) = minmax @geneIns;
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341 my $nonGeneIns=scalar @insertPosCopy;
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342 my $totalIns=scalar @insertPos;
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343 my $percNon=sprintf("%.2f",($nonGeneIns/$totalIns)*100);
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344
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345 print OUT "Length of a gene\n";
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346 print OUT "$avgLength\tAverage","\n$minLength\tMininum","\n$maxLength\tMaximum\n";
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347 print OUT "\nFor insertions in a gene:\n";
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348 print OUT "$avgInsGene\tAverage","\n$minInsGene\tMininum","\n$maxInsGene\tMaximum\n";
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349 print OUT "Number of genes that do not have any insertions: ",$blankGene,"\n";
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350 print OUT "\n$nonGeneIns\tInsertions that are not in genes","\n$percNon% of all insertions\n";
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351 #How many insertions are in genes and how many are in non-gene regions?
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352
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353
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354
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