RetrieveDataFormats.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "\n",
    "## Overview:   \n",
    "This notebook demonstrates how to leverage different data formats for OMXWare results for downstream analysis.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "%matplotlib inline\n",
    "\n",
    "import json\n",
    "from IPython.display import display\n",
    "\n",
    "import omxware\n",
    "\n",
    "\n",
    "# --- Authentication options --- #\n",
    "# generate token with OMXWare user name and password (likely done once and then stored in file, see usage below)\n",
    "# token = omxware.get_token('harsha', '<pwd>') # fill in password to initiate token\n",
    "\n",
    "# or\n",
    "\n",
    "# use previously generated token loaded from file\n",
    "token_path = \"./omxware_collaborative_work/super_awesome_token\"  # update for your path to the token file you create\n",
    "f = open(token_path)\n",
    "token = f.readline()\n",
    "\n",
    "# provide your token to authenticate with OMXWare\n",
    "omx = omxware.omxware(token)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Retrieve gene data from OMXWare as a Pandas Dataframe"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>classification</th>\n",
       "      <th>genera</th>\n",
       "      <th>genomes</th>\n",
       "      <th>id</th>\n",
       "      <th>name</th>\n",
       "      <th>omx_creation_ts</th>\n",
       "      <th>omx_modified_ts</th>\n",
       "      <th>sequence_length</th>\n",
       "      <th>status</th>\n",
       "      <th>type</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>[bacteria]</td>\n",
       "      <td>[bacillus]</td>\n",
       "      <td>[GCF_000338315.1]</td>\n",
       "      <td>1600e340fae4151d651adad67f2c0fc7</td>\n",
       "      <td>[Sporulation kinase E]</td>\n",
       "      <td>2018-01-26T18:16:23.000-08:00</td>\n",
       "      <td>2018-01-26T18:16:23.000-08:00</td>\n",
       "      <td>1209</td>\n",
       "      <td>active</td>\n",
       "      <td>gene</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>[bacteria]</td>\n",
       "      <td>[bacillus]</td>\n",
       "      <td>[GCF_001277355.1]</td>\n",
       "      <td>39594227e62a141edebfe3e13ab055c4</td>\n",
       "      <td>[Sporulation protein YjcA]</td>\n",
       "      <td>2018-02-04T13:33:06.000-08:00</td>\n",
       "      <td>2018-02-04T13:33:06.000-08:00</td>\n",
       "      <td>366</td>\n",
       "      <td>active</td>\n",
       "      <td>gene</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>[bacteria]</td>\n",
       "      <td>[pseudomonas]</td>\n",
       "      <td>[GCF_000744215.1]</td>\n",
       "      <td>4e803d52fe7a74f0b51800f92544014b</td>\n",
       "      <td>[Sporulation kinase A]</td>\n",
       "      <td>2018-02-04T21:57:39.000-08:00</td>\n",
       "      <td>2018-02-04T21:57:39.000-08:00</td>\n",
       "      <td>2955</td>\n",
       "      <td>active</td>\n",
       "      <td>gene</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>[bacteria]</td>\n",
       "      <td>[bacillus]</td>\n",
       "      <td>[GCF_001548215.1]</td>\n",
       "      <td>32ca676ddb40e11a704ad385cad60161</td>\n",
       "      <td>[Sporulation kinase E]</td>\n",
       "      <td>2018-02-04T14:55:24.000-08:00</td>\n",
       "      <td>2018-02-04T14:55:24.000-08:00</td>\n",
       "      <td>3363</td>\n",
       "      <td>active</td>\n",
       "      <td>gene</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>[bacteria]</td>\n",
       "      <td>[bacillus]</td>\n",
       "      <td>[GCA_009789615.1, GCF_009789615.1]</td>\n",
       "      <td>0a5d47e939f9d2a10ccdb90646d49960</td>\n",
       "      <td>[Sporulation protein cse15]</td>\n",
       "      <td>2020-01-03T11:34:22.000-08:00</td>\n",
       "      <td>2020-02-07T22:54:30.000-08:00</td>\n",
       "      <td>993</td>\n",
       "      <td>active</td>\n",
       "      <td>gene</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  classification         genera                             genomes  \\\n",
       "0     [bacteria]     [bacillus]                   [GCF_000338315.1]   \n",
       "1     [bacteria]     [bacillus]                   [GCF_001277355.1]   \n",
       "2     [bacteria]  [pseudomonas]                   [GCF_000744215.1]   \n",
       "3     [bacteria]     [bacillus]                   [GCF_001548215.1]   \n",
       "4     [bacteria]     [bacillus]  [GCA_009789615.1, GCF_009789615.1]   \n",
       "\n",
       "                                 id                         name  \\\n",
       "0  1600e340fae4151d651adad67f2c0fc7       [Sporulation kinase E]   \n",
       "1  39594227e62a141edebfe3e13ab055c4   [Sporulation protein YjcA]   \n",
       "2  4e803d52fe7a74f0b51800f92544014b       [Sporulation kinase A]   \n",
       "3  32ca676ddb40e11a704ad385cad60161       [Sporulation kinase E]   \n",
       "4  0a5d47e939f9d2a10ccdb90646d49960  [Sporulation protein cse15]   \n",
       "\n",
       "                 omx_creation_ts                omx_modified_ts  \\\n",
       "0  2018-01-26T18:16:23.000-08:00  2018-01-26T18:16:23.000-08:00   \n",
       "1  2018-02-04T13:33:06.000-08:00  2018-02-04T13:33:06.000-08:00   \n",
       "2  2018-02-04T21:57:39.000-08:00  2018-02-04T21:57:39.000-08:00   \n",
       "3  2018-02-04T14:55:24.000-08:00  2018-02-04T14:55:24.000-08:00   \n",
       "4  2020-01-03T11:34:22.000-08:00  2020-02-07T22:54:30.000-08:00   \n",
       "\n",
       "   sequence_length  status  type  \n",
       "0             1209  active  gene  \n",
       "1              366  active  gene  \n",
       "2             2955  active  gene  \n",
       "3             3363  active  gene  \n",
       "4              993  active  gene  "
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "search_string = 'sporulation'\n",
    "response = omx.genes(gene_name=search_string, page_size=25)\n",
    "\n",
    "#total_results = response.total_results()\n",
    "#print(total_results)\n",
    "\n",
    "results_df = response.results(type='df')\n",
    "results_df.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Distribution of Genes by Genera"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "response.show_facets(name='genera', topN=7)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Retrieve gene data from OMXWare as JSON"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[\n",
      "    {\n",
      "        \"classification\": [\n",
      "            \"bacteria\"\n",
      "        ],\n",
      "        \"genera\": [\n",
      "            \"bacillus\"\n",
      "        ],\n",
      "        \"genomes\": [\n",
      "            \"GCF_000338315.1\"\n",
      "        ],\n",
      "        \"id\": \"1600e340fae4151d651adad67f2c0fc7\",\n",
      "        \"name\": [\n",
      "            \"Sporulation kinase E\"\n",
      "        ],\n",
      "        \"omx_creation_ts\": \"2018-01-26T18:16:23.000-08:00\",\n",
      "        \"omx_modified_ts\": \"2018-01-26T18:16:23.000-08:00\",\n",
      "        \"sequence_length\": 1209,\n",
      "        \"status\": \"active\",\n",
      "        \"type\": \"gene\"\n",
      "    },\n",
      "    {\n",
      "        \"classification\": [\n",
      "            \"bacteria\"\n",
      "        ],\n",
      "        \"genera\": [\n",
      "            \"bacillus\"\n",
      "        ],\n",
      "        \"genomes\": [\n",
      "            \"GCF_001277355.1\"\n",
      "        ],\n",
      "        \"id\": \"39594227e62a141edebfe3e13ab055c4\",\n",
      "        \"name\": [\n",
      "            \"Sporulation protein YjcA\"\n",
      "        ],\n",
      "        \"omx_creation_ts\": \"2018-02-04T13:33:06.000-08:00\",\n",
      "        \"omx_modified_ts\": \"2018-02-04T13:33:06.000-08:00\",\n",
      "        \"sequence_length\": 366,\n",
      "        \"status\": \"active\",\n",
      "        \"type\": \"gene\"\n",
      "    },\n",
      "    {\n",
      "        \"classification\": [\n",
      "            \"bacteria\"\n",
      "        ],\n",
      "        \"genera\": [\n",
      "            \"pseudomonas\"\n",
      "        ],\n",
      "        \"genomes\": [\n",
      "            \"GCF_000744215.1\"\n",
      "        ],\n",
      "        \"id\": \"4e803d52fe7a74f0b51800f92544014b\",\n",
      "        \"name\": [\n",
      "            \"Sporulation kinase A\"\n",
      "        ],\n",
      "        \"omx_creation_ts\": \"2018-02-04T21:57:39.000-08:00\",\n",
      "        \"omx_modified_ts\": \"2018-02-04T21:57:39.000-08:00\",\n",
      "        \"sequence_length\": 2955,\n",
      "        \"status\": \"active\",\n",
      "        \"type\": \"gene\"\n",
      "    }\n",
      "]\n"
     ]
    }
   ],
   "source": [
    "results_json = response.results(type='json')\n",
    "print(json.dumps(results_json[:3], indent=4, sort_keys=True))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Retrieve gene data from OMXWare as an Object"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Returns: List of gene objects \n",
      "Results: 106316\n",
      "\n",
      "Id  \t\t=> 1600e340fae4151d651adad67f2c0fc7\n",
      "Name   \t\t=> Sporulation kinase E\n",
      "Sequence   \t=> ATGCTCGTATACCATTTATTTTGGAATCAAAAAGGGAAACGTTCTCCTAAATTAAATTCAACTATATTTATTACATTATGTTGCCTCGCTACCATACTAT...\n",
      "Sequence length => 1209\n",
      "\n",
      "\n",
      " JSON:\n",
      "{'id': '1600e340fae4151d651adad67f2c0fc7', 'name': ['Sporulation kinase E'], 'type': 'gene', 'genera': ['bacillus'], 'genomes': ['GCF_000338315.1'], 'sequence_length': 1209, 'status': 'active', 'omx_creation_ts': '2018-01-26T18:16:23.000-08:00', 'omx_modified_ts': '2018-01-26T18:16:23.000-08:00', 'classification': ['bacteria']}\n"
     ]
    }
   ],
   "source": [
    "results_list = response.results(type='list')\n",
    "\n",
    "# By default, the API returns a `list`\n",
    "print(\"Returns: List of {} objects \\nResults: {}\\n\".format(response.type(), response.total_results()) )\n",
    "    \n",
    "gene = results_list[0]\n",
    "\n",
    "print(\"Id  \\t\\t=> \" + gene.id())\n",
    "print(\"Name   \\t\\t=> \" + ','.join(gene.name())) \n",
    "# note: since one sequence can have multiple names, gene and protein names are returned as a list\n",
    "\n",
    "print(\"Sequence   \\t=> \" + gene.sequence()[:100] + \"...\")\n",
    "print(\"Sequence length => \" + str(gene.sequence_length()))\n",
    "\n",
    "print(\"\\n\\n JSON:\")\n",
    "print(gene.json())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Retrieve gene data from OMXWare as FASTA"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      ">OMX_gene_00054a98f8ddd95e3f46d9d757137284|Sensor histidine kinase RcsC,Sporulation initiation phosphotransferase F\n",
      "ATGAACGAGAAGGTGCTGCTGGTTGACGACGACGAGGCCATCCGCGAAGTCCTCAGCCTCTCCATCGCCGACCTGGGCTACGACGTGGAAACCGCCCCCGGCGGCCGCGAAGCCCTGGAGCTGTGCGCCACCTTCAAACCGTCCATCGTGCTCACCGACATCAAGATGCCCGGCATGGACGGCATCGAACTGCTCTCGCGCGTCAAAGCCCTCGATCCCGAGATCGAGGTCATCATGATTTCCGGCCATGGCGACATGGAACTGGCCATCGAGAGCCTCAAGCGCCAGGCCCTGGATTTCCTCACCAAGCCCGTGCGCGACGAACTGCTCACAGCCTCCCTCCACCGGGCCGCCGACCGCGTGTCCATGCGCCGCCAGATCACCGAACACACCCGCAATCTCGAACGGCTGGTGCGCGAAAAATCCGCCCGCCTGGTCGAGATGGAGCGCCGCATGGCCGTGGGGCAGGCCGTGGAGGGCGTGGCCAGCGCCATCGAGGGGCTCATTGCCTCCTTCGACCAGGGACCCAGCTATTTCAACCAGATGCCCTGCTGCATCGTCATCCACAACCGCTACCTCGAAATCGTGGCCGTAAACACCCTGGGCCGGCAGCGCCTGGGCGAGGTGGTGGGCAAGATGAGCTGGGAACTCTACGCCGACCGTCAGGGCAGCGGCAACGCCTGCCCGGTCTGGCGCACCGTGGAACAAGGCCAGGGCCAGCGCGGCCGCGAGACCTTCCGCGACAAGGACGGCCGCGAGATTCCGGTGCTGATCCATACCGCCCCGGTCTTCGGCACGGACGGCCAGGTGGAGCTGGTCATCGAGATCGCCGCCGACGTGGCCGAGGTGGGCCGGCTCCAGGAAGAGCTGCGGGCCGTGCGCGAGAAATTCCAGCGCCTGTTCGACGCCGTGCCCTGCGCCATCGCCGTGCTGGACCAGGACTTCACCGTGGTCGAAGCCAACCGCCAATGGCGCGCCGACTTCGGCGAGGCCGAAACCGGCCCCTGCCACAAACTGTTTGCCCACCGCGACGACCCCTGCGAACACTGCCCGGCCGAAAGCTCCTTCCACGACGGCGCGCCCCACGAAGGCGAAACTGTCGTGTCCACCCGCTGCGGCGCGGCCAAAAACATGTGGCTTCGCACCGCCCCCATCCCCGACGCCACAGGCGAAACCAGCCAGGTCATCGAAATCGCCGCCGACATCACCCCCATCCGGGCCCTGCAAGACCACCTCGCATCGCTTGGGCTCATGCTCGGCTCCATGTCCCACGGCGTCAAAGGCCTGCTCACCTCCCTCGACGGCGGCATGTTCAAGGTCGAAACCGGACTGTCCCGCGAGGACTGGACCCGCGTGCGCGACGGTTGGGGCGTGGTGTCCGACAAGATCGGACGCATCCGCAACATGGTGCTCGACATCCTGTGGTACGCCAAATCGCGCGAACCCGAGCTCTCCCCCGTCTCCATCGAAACCTTCGCCCGCGATCTGGCCGGCATCGTCGAACCCAAGGCCCAAAGCCGCGACGTGGCCTTCATCCTGCGCCTGGGCGAGGCCGCAGGCACGCTGCCCATGGACGAGACGGCGCTCACCTCGGCCATGGTCAACCTGCTCGAAAACGCCGTGGATGCCTGCGCCGAGGACAAGGCCAAGGCCTTCCACGAAGTGACCCTGACCGTGGAAGCCACGGCCGAGGCCGTGACCTTCGTGGTCGCCGACAACGGCGTCGGCATGGACCAGTCCACCCGGGAACGCATGTTTACGCTCTTTTTCTCCTCCAAAGGCTCGCGCGGCACCGGACTGGGGCTTTTCATCGCCAACCAGATCGTGGCCCAGCACGGAGGCTCCATCGCCGTGACCTCCGAACCCGGCGTCGGCAGCGCCATCGCCGTGCGCCTGCCGCGCGGCGCTAGCGTTTGCAGTTAG\n"
     ]
    }
   ],
   "source": [
    "new_gene_object = omx.genes(ids='00054a98f8ddd95e3f46d9d757137284').results(type='fasta')\n",
    "print(new_gene_object)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Retrieve Gene query results as fasta"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      ">OMX_gene_1600e340fae4151d651adad67f2c0fc7|Sporulation kinase E\n",
      "ATGCTCGTATACCATTTATTTTGGAATCAAAAAGGGAAACGTTCTCCTAAATTAAATTCAACTATATTTATTACATTATGTTGCCTCGCTACCATACTATGTATTACTTTCGGAGCAAAAACAAATTATGGATTTCAATTTGATATGCGTCATATCGTATTAATTGTCGGTACATTAACAGGAGGTCCTATTGCCGGTGCTTCCATCTTAGCTGTATTAAACATATATCGCTTTTTATTAGGCGGAATTGGTGTCTTTCCATCCCTTATCGCCTCGGTTCTACTGTTTATCGTTCTACTGTTAACATACAAACTATTTAACCGCAGTTCTAATCGTATAAAAATAGCACTCGCTATCTTTTACAGTCTCATATTTGGCTTGGGCTGGATACCATCTTTCCTTTCAGAGGTTACAAATAGCGCAGATTACATACCACATATTATCGTGTACGAAATATGTACAATAATTGGAACAATTCTTATCTTATATTTGCTACATATACTACAAATGCAAGTTCGTCTTCAAAACGAACTTATGAATGCTGAAAAATTCCATTTAATCGGCGAAATGGCAGCGTCTATCTCTCATGAGATTCGCAATCCATTAACTTCAACAAAAGGATTTTTACAACTTTTGCAGTCAGATACATGCACTGAGCAAGAGCGAAAATTATATATCGACATAGCCATCAACGGAATCGAACAAGCAAATCATGTTCTTACAGACTGCTTAACTTTTGCGAAACCAAGTATTGAAAAAGAACAACAATTACAAGTAGAGGAAGAATTATTGCATGCCTTATCTTTAATCACACCTCTTGCTAATTTAACAAATGTTCGTATCCACTACATCAAACAAAGTACATCTTTCTTTATTGCTGGTGAAAAACAAAAACTGAACCAATGTTTATTAAATATTTTCAAAAACTGTATTGAGGCTATGCCTACAGGCGGTGATCTCGTACTTACTTTAGTTCCAGAACATAAACATATACAATTGTATATAAAAGATACAGGAATTGGTATGGATCAAGAACAAGTAAAACGCCTTGGATCCCCTTTCTACTCAACAAAAGAAAAAGGCACTGGTCTTGGAATGATGGTCGTATTCAGTGTTGTGCAAGCTATGAACGGAAAAATTGATATTATAAGTGAAAAAGGTACAGGTACAACTTTCTTATTAACTTTTCCACTCATACAAAAAACGTGA\n",
      ">OMX_gene_39594227e62a141edebfe3e13ab055c4|Sporulation protein YjcA\n",
      "ATGTTTCCCCCACAAAATGAATTTACCTTATTTATCATATTAGGCTTGGCTTCCTTCAGGCTGACACGCTTGATCGTTTTCGATAAAATCATGGAGCCGCTGCGCAGCCCCTTTTTTAAAGAGATAGAGGNNNNNNNTGAAGAAGGAGTTGTGGAAATATTTTTAATTCCGAAAGAAAAGGGCCTGCTTGGCTGGATTGGTCAATTGCTAAGTTGTTTTTGGTGCGTGGGTGTCTGGGTCAGCCTTTTTCTGGTTTTCCTTTATATCCAAAATTGGTTTATAGGCGATGTACTGATATTAATCCTTGCCGTTGCAGCAGTAGGAGCGATAATTGAGGTCATAATCAGCAAAATTATGGACATTTGA\n",
      ">OMX_gene_4e803d52fe7a74f0b51800f92544014b|Sporulation kinase A\n",
      "ATGCCGATGAGCTTTAGTCTCACCCAGATGCTGCTGATCAGCGCCGCCTACCTGGCTGCGTTATTCGGCGTGGCCTGGATCAGTGAGCGCGGAATGATTCCGCGGGCGATCATTCGCCATCCGTTGACCTACACCTTGTCCCTGGGCGTATACGCCAGTGCCTGGGCGTTCTACGGCACGGTGGGGTTGGCCTATCAGTACGGCTACGGCTTTCTCTCCAGTTATCTTGGGGTGTCGGGCGCGTTCCTGCTGGCGCCGGTGCTGCTGTACCCGATCCTGAAAATCACCCGGACGTACCAGCTGTCTTCCCTGGCCGACCTGTTTGCCTTTCGCTTTCGCAGCACCTGGGCCGGCGCGCTGACCACCATCTTCATGTTGATCGGCGTGCTGCCGTTGCTGGCCCTGCAGATCCAGGCGGTGGCCGACTCCATCAGCATCCTGACCCGCGAGCCCGTGCAACATCGGGTTGCCCTGGCGTTCTGCGCGCTGATCACCTTGTTCACCATCTTCTTTGGGTCTCGCCATATCGCCACCCGCGAGAAACACCAAGGCCTGGTGTTTGCGATTGCCTTCGAGTCGGTCATCAAACTGATCGCCATCGGCGGCGTTGGCCTTTATGCGCTCTACGGCGTATTCGACGGGCCGCAACAGCTGGAGCTGTGGCTGCTGCAAAACCAGACCGCCCTCGCCGCCTTGCATACCCCCTTGCAGGAAGGCCCATGGCGTACGCTGCTGCTGGTGTTCTTCGCCTCGGCGATCGTGATGCCGCACATGTACCACATGACCTTCACCGAGAACCTCAACCCGCGCTCGCTGGTCAGCGCCAGCTGGGGCTTGCCGCTGTTCCTGCTGCTGATGAGCCTGGCGGTGCCGCTGATCCTGTGGGCCGGCCTGAAACTGGGGGCCACCACCAACCCTGAGTATTTCACCCTGGGCATCGGTATTGCTGCCAACAGCCCGGCCCTGGCACTGCTGGCCTATGTAGGCGGGTTGTCGGCCGCCAGCGGGTTGATCATCGTCACCACCCTGGCACTCTCGGGCATGGCGCTCAACCACTTGGTACTGCCGCTGTACCAGCCGCCGGCTGAAGGCAATATCTACCGCTGGTTGAAATGGACCCGACGCGCGCTGATCGTCGCGATCATCATGGCCGGCTACGCGTTTTATCTGCTGCTGGGCGCCGGGCAAGACCTGGCCAACCTCGGCATCGTCGCGTTTGTCGCCACCTTGCAGTTCCTGCCGGGCGTGTTGTCGGTGCTGTACTGGCCGACCGCCAATCGCCGTGGCTTTATTGCCGGGCTGCTGGCCGGGATCCTGGTGTGGACCGTGACCATGCTGCTACCGCTGGTCGGCAACCTGCAGGGCTTCTATATCCCGTTGCTGAACATGATTTACGTGCTGGACGACACCAGTTGGCACATGGCGGCCATCGCCTCGCTGGCCGCCAACGTACTGATGTTTACCCTGATCTCGCTGTTCACCAACGCCAGCGCCGAAGAAACCAGCGCCGCCGAAGCCTGCGCGGTGGATAACGTGCGCCGCCCGCAACGCCGCGAACTGCACGCAGCCTCGCCCCAGGAGTTCGCCACGCAACTGGCCAAGCCCCTGGGCGCCAAGGCCGCACAAAAGGAAGTCGAACAGGCACTGCGCGACCTCTATCTGCCGTTTGACGAGCGCCGGCCCTATGCCCTGCGCCGTCTGCGTGACCGTATCGAGGCCAACCTGTCCGGTTTGATGGGCCCCAGCGTGTCCCAGGACATGGTCGAAACCTTCCTGCCCTACAAGGCCGGTGGCGAAAACTACGTTACCGAAGATATCCACTTCATCGAAAGCCGGCTGGAGGATTACCACTCACGCCTCACAGGCCTGGCCGCCGAACTCGACGCCCTGCGCCGCTACCACCGCCAAACCTTGCAGGAACTGCCGATGGGCGTCTGCTCCCTGGCCAAGGACCAGGAAATCCTGATGTGGAACAAGGCCATGGAAGAACTCACCGGCATCGCCGCCCAGCGGGTGGTGGGTTCGCGCCTCAATACCCTGGGCGATCCATGGAGAGAGCTGCTGCAAGGTTTTATTAACCTGCCGGACGAGCACTTGCACAAGCAACACTTGGCCCTCGACGGCCAAACCCGCTGGCTCAACTTGCACAAAGCTGCCATCGACGAACCCTTGGCGCCAGGCAACAGCGGCCTGGTGCTGCTGGTGGAAGACCTGACCGATACACAGATGCTCGAAGACAAGCTGGTGCACTCCGAACGCCTGGCCAGCATCGGGCGCCTGGCGGCCGGCGTGGCCCATGAAATCGGCAACCCGATCACCGGTATCGCCTGCCTGGCGCAAAACCTGCGCGAAGAACGCGAAGAAGACGGGGAAATCACCGAAATCAGCGGGCAGATCCTCGAACAGACCAAGCGGGTGTCACGCATCGTCCAGTCGCTGATGAGCTTTGCCCACTCCGGCGCCCATCAGAATCAGGACGAAGCGGTATGCCTGGCCGAAGTGGCGCAGGATGCCATTGGGCTGTTGGCCTTGAACCGGCGCAATTTCGAAGTACAGTTCTTTAACCTGTGCGATCCGGACCATTGGGTTGATGGCGACTCACAACGCCTGGCCCAGGTGCTGATCAACCTGCTGTCCAACGCCCGCGACGCGTCGCCGGCCGGCAGTGCTGTACGTGTCAAGAGCGAGGCTTTCGAACACACGGTCGACCTGATCGTGGAAGACGAAGGCAGCGGCATTCCACAGAACATCATGGACCGATTGTTCGAACCCTTCTTCACCACCAAGGACCCCGGTGAAGGTACCGGTCTGGGCCTTGCACTGGTCTATTCCATCGTTGAAGAGCATTATGGACAAATCACCATCGACAGCCCGGCTGACACACAAAGCCAACGCGGCACCCGTATCCGGGTGACCTTGCCGCGTCATGTCGAAGCGACGTCCGCTGTGAACTGA\n",
      ">OMX_gene_32ca676ddb40e11a704ad385cad60161|Sporulation kinase E\n",
      "ATGCAGGACAAAATCATTAATCGTTTGATAGAAGACGAACATGTGCAGGCACCAGTGATTGGCATCGGTGTTTCGCCGTTTGAACAGCATCATCTTGAGGCNNNNNNNCAATCATTTCCGCATGAATTAAATGCCTCTTTTATTGTTGTGCAAAATCATGTGACAGGCGATTGTGTAACTGATTTGGAAGCACTTGTTTTACCGATTGGCTACAGGGCAAAGCCGATTAAGCATGGTGAGAAAGTCATGAAAAATACGATTTATGTTTGTCCGCAGCATGCAGCTGTGACATTGACAGAAGACAAACGGCTACACATAACAGAGCAGCATCCTACAAACAAGGCGTGTGCTGTAAATTCGTTGTTTCAGTCACTTGCCAATGTGCAAAAGGAAGAGGCCTATGCGATCTTTTTTCAAAAAGGCTATTGTGTAGGAAGTGGTTTGCTTCAAATCGTTGAGCAAGGCGGTACAGCCATATCGTGCAGTGAGACAAATAGTGGGTTTGATCGTATGTATCATCAAACATTTCAAGACCCTTCTGCACTTGCGTCATATATAGCCAACATCATCAACGTTCCGCATACAGATGTTGCAGACCCTGTTTTGATCAGAATGATTGAACGTCTTGAAATGCATAAAGGAATTGCTTTTTCAACCTATGAGAAGCGCAGGCTGCTCTCTGTCATTCAAAAAAGAATGAGGAGTGCGAACCAATCGATCTCCTTATTGTCCGAGTACGATCGTTTATTAGAGAGAGAACCAGATGAGCTTGATCGCCTGCATGTACAGCTTTTAAGCGGAACGACTTCCTTTTTTAGAGATATGGAAGCCTTTCGAGTATGTGAACATCACATCATTCCGTCGATCATTGAAAACACAATGAAAAATGGGAAATCTCGATGCCGCATTTGGATTGCAGGATGTTCTACAGGTGAAGAAGCCTATTCTTTTGCGATGTTATTTTTAGAAGAAATGAAACGAAGACAAGTGTCCATTGAACTTCAAGTGTTTGCAACAGACATCAACCGGAAAGCCATCCAAATTGCAAGCAAAGGTGTTTATTCGCTTGAGTCTATGGCACGGATGCCAGAAAAATGGAGGGCGCGATATTTCGNNNNNNNNGGTGACGCTTTTATTGTGAAGCAGTCGCTTAGAAAACATATTGTCTTTGCTCCTCACAATTTATTGATCGATTCACCTTTTATCCACCTCGATTTTATCAGTTGCCGAAATGTTCTGATGTACTTCCAGCCAGAAGTACAAAAACGAGTCTTATCTCGATTCCAATATGCACTAAAGGATCAAGGGATGTTGATATTAGGACCGAATGAAAAGGTACCCAATATCCCTCGTTTATTTCATTTGTTAAATGAAAAGTGGAACATTTACACCCACTCAAACGTTCCTAAATACAATGCAGGTCATACGGAGTTAAAAGAACGAGCTGTCCAATTTATGAAAGAAGTAGAGCAGGAGTATGATGCATGTTTCATCATAGACGATTGCGAGAAAATCCTCGCGATATCAAACGGTGCCTATTCTTTCTTAGCGCCTGCAGAAGTCTCAGATGAATTATGTGAATATGTAACCCCTGATTATATGAAAGAGATACTAAGTCAAAGCTTTCAAAAGGTATGGACTGAAGAGACTGAGGTTGTTTTTCAACATGTCCTCATTTCGGAAAATGGAAGAAAGCAGTATGCAGATTTTACAGTGAAACATTTTGATCGCCGTTTTAAAGGAGTATACGTCATTCTCATTCGGAAGAGTGAGAGAGGAAAAAATCAAAAGAACGGCAGGGACAAAGGGATGTTAGAGCAGAATTCGGTTTATCAACAGCGAATTGTCGATTTAGAAAACGAGCTCAATGAGGTCAAACAAAAGGAGCAAGAAGCAAGGGCTCAATTAAAAGNNNNNNNCAAGCAAATAGAAGTGCGCGAGAAAACAAACGAGCATTTTATTAATATCATCAACAACTTGAAGGTGACAAGAGAAGAACTGTACCGGCCGTCTGTGAAGCCAGAACTTGCCACGTTGTTTGTGGACCGGGAAATGAATATTCGCTATCACACTCCTACAGCTACCTCTTTATTCACTTCAGCTCAAACCCGGCACCAGCAAACGTTTCAGTCGATGGTCAAGAAGTTATCGAAGGAAATGCTCTATCATGATATTCAATCTGTCATTTCAAATAGGCGCGTGATCGAACGTGAAATTGAAACAAACGAAGGAGAACAATTCACGGTTCATATGACGCCTTTCTATGATCAAGATCGCGAGGGAGCAGTGATGACCTGGATCAAAATGACCGAAATGACGAAATTGAAGCAGGCTCTTCATCTTGCGGTGACAGCACTTGATAACAGCCATATTCATATTGTGGTTGCAACAGGAGAAGGTGTCATTCAGTGTGTCAACCAGCGCTTTTGTCAGTTTGTACAGCAGCATGAATATGACTTGATCGGAAAAGATATTTTTTCTGTCTATTATGCGTTGTGTCAATGTGATGATCTAGTGAAACAATGGGACGTGTGTTTAAGAGATGGCAGCTGGACAGGTGAGTTGTATTTTCAGGACTTATCAGGGCGTGAGCGATGGGAAAGAGTCTCTTTACACCGAATCGATGACCCTGACAAAATGCAGTCTACTGTCATGCGGATTTCGGAGGATATTACAAGTCAAAAACAGTCTGAGAAAATGCTGATGAAGTCTGAAATGCTGTCAGCAGTTGGACAGCTTGCAGCTGGTATTGCCCATGAGATACGTAACCCACTTACGTCGTTAAAAGGCTTTTTACAGCTAATGATTCAAAGTAAAAAGTATCAGAAGGATTATGCCGATGTGATGATGTCAGAGTTTAATCGGCTTGAGTCTATTATTAACGAATTCCTTGTGCTCTCTAGAAGCAAATCTGTTAAATTTGAACCGGTGAATGTGAATCTTCTGCTCGAAGAAGTCATTATGGTCGTTGAATCTCAGGCGGTCTTAAAAGGAGTGTCGATTCAAAAGAATCTGGCGCCCTCTCTGCCACATATTCAAGGCATTCCAAATGAACTAAAACAAGTGTTCCTTAACATTCTTAAAAATGGAATTGAAGCGATGGATGGAGTAACAGGTGTGATCCAAGTGACTTCATTATTGAAAAACGACCAAATGATGCTGATATTTGAAGACCAAGGAAAGGGCATACCAGAAGACGAGATTGGGAAATTAGGTGAACCTTTTTACACAACGAAAGAAAAAGGCACGGGTCTTGGATTAATGATGACCATTAAGATTATTGAAAGCCATGGCGGTACCATTCGTTTTGAGAGCAAAAGCTTTGAAGGGACACGTGTGATTATTACGTTTCCAAGTAATTGA\n",
      ">OMX_gene_0a5d47e939f9d2a10ccdb90646d49960|Sporulation protein cse15\n",
      "ATGAAAATATCCGGTCCGTTTTTCCACGACACTTCTCAAGAGAACCTTTACTTGAAATCCGAACTTTCCAGATGCAGAAAATTAATTTCAGAATTTGAAGCAAGCTACTTCCATCAGAAAAATAATAAGCTTCAGGAAGAAAACGCCAATATTAAAGAGCGGCTTCACAAGCTTTCTGACGAATTGGAAGCCATGGCTCAAAAACACAAACAGACAAGTGACACGGAACGTTCTTTGCATGAAATCAGAGCCGGGCTGCTCGATAAAATCGTCATTCTGCAAGAACTGCTTCAGCAGGAAACGTTTCGGCGGAAAAATGAGATGGAAGAAAAGCACCGTCTGCATCTTACAAATGTAAAATTTGAAGAAGAAATTAAAAACTTACATACCCGCATCCGCTCACTTGAGACCGCCATTCAAACTGAACGGACTTCTCACGAAGATATGAAACAGCGTTATCATGCCGCTGCAGACGAAAATACCCGGCTCCAAACACAAATGATAGAAAAAGAATACCAGCTTAAACATATTAAAATAGAAATTAATCATATGAGAGATCGAATACTAGAAACAAAAGAACGGCTTGTAGAAATAGAAAAAACGAAAGAAAAGTTATTTCAAGAAACCATTCTTTCGTATAAACGGCAGCTGGACGAAAGTGATGCTTGGATTGCCGGCCATTTTGCTGATATTGACAGCCGCACGGCGGAACCGGCGGAACAAGCTCTGGAAATCCCTTCTGTTTCCAAAGAGACTGTTCAGGCAGAAGACTTGCTTAAAGCCGTTACCGAACAAGTCATCTCCCTGCAAAAACAATTTGTACAATCAGAGTCCCGCGATCAGTCGTTTGATGAAAAACTGGATGCGTTGAAAGAACGTGCTGACGGCGAAAAGCCTTTCCAAAAATATGTCGTCAAGCTTGAAAAAAAGCCTGGAAAAGAGGCGTCACTTCCGCAGAATAAGCGGGAAAGCGCAAAAAAACTGCTTGAGTAA\n",
      ">OMX_gene_1a27fade781344c2f929996f84eacc1e|Sporulation kinase A\n",
      "GTGTCATTTACCACTGATGATCAAGAGCGCACAAAATCCGTATCTGAAAATACCCCACATGATTTAGTATTAGACCAAAATATTGATGTGAAATGTCGTTTTTCCTTAGAAGGCACTTACTTACAAGTATCCCCCAATTGTGAATATTTACTAGGATATACAGAACAAGAACTCATTGATCAAAACTACCAAGACTTCATCCATCCAGTAGACCTAAAAAAGTTGCATATGCAGCTAGAAAAAATGAACGACTCAATCGAAACTTTTAACTTTCGCATTCAACATAAAGACGGACACTATATTTGGATGGAAACAACTGTTGCCTTCATCCCCCACCCTGAGACAAAGCAGTATGTTGAAGCTGTTGCTGTTGCAAGGGATATTAGCCATCGAAAAAAAACAGAACAGCATATGATGGAATCAGAAAAGCTCTCTGTCACAGGTCAGCTTGCAGCAGGAATTGCCCACGAAATTCGAAATCCTCTTACTTCTCTAAAAGGTTTCTTACAACTATTAAAAATGGATAATGATCACCGCGATGACTTTTTTAAGATTATGGAATCAGAATTAACAAAAATCGAAACGATTTCAAATGAGCTTATGGTTTTAGCCAAACCAAAACAAACAGATTTTAAATTTCATCGCCTTCAGTCTTTACTAGAACACGTTATTATGCTGCTAGACAGCGAAGCTTTTCGTCACTCCATTAAAATTGAACAAGAATTAACAGAAGAAAGCTTATACGTATACTGCGATGATACAAAATGTAAACAAGTGTTTCTCAACATCTTAAAAAACGCCATCGAAGCCATCGAACAAGATGGGAAAATTAATGTTAAAGTATTTAAAGAAGACGAACATACAGCCGTGATTGAAGTAAAAGATAACGGATGCGGTATTCCAAAACATCTTCTCAAAAAGCTCGGTTCCCCATTCTTTACAACAAAGAAGACTGGAAATGGACTTGGACTCATGGTTTGCTATAAAATTATTGAGCAACAGAACGGAAGTATCTCAATTGAAAGTGAACCAAATGAAGGCTCAACATTTACGATTCGCCTTCCCCTTTATATGGCTTAA\n",
      ">OMX_gene_9c726437526fe5d517d30b242f9d972f|Sporulation transcription regulator WhiA,sporulation regulator WhiA\n",
      "ATGAGCTTTGCATCAGACATGAAAAATGAATTAACACGTATTGAAGTTGATGAAGCAAATGCTAAAGCAGAGCTCAGTGCATTAATTCGTATGAATGGCGCACTTAGTTTATCTAATCAACAATTTGTAATTAACGTACAGACTGAAAATGCAACGACAGCACGACGAATATACTCTCTTATTAAACGAATTTTTAACGTAGAAGTTGAAATATTGGTTCGAAAAAAGATGAAACTAAAAAAGAACAACATTTATATTTGTCGTACAAAAATGTTAGCGAAAGAAATCTTAAATGATCTTGGAATACTTAAAGAGGGCATCTTTACCCATGAAATTGATCCTGACATGATTAAAGATGACGAAATGAGACGAAGTTATTTAAGAGGAGCCTTTCTTGCTGGTGGCTCAGTAAATAATCCTGAAACATCTTCTTATCATCTCGAAATCTTCTCGCAATATGAAAGTCACTCAGAAGGTTTGACTAAATTAATGAATAGTTATGAATTAAATGCAAAGCATCTTGAACGTAAAAAAGGTAGTATTGCTTATCTAAAAGAAGCTGAAAAAATTTCGGATTTTCTTAGTTTAATAGGTGGTTATCAAGCGTTACTGAAATTTGAAGATGTGCGCATTGTTAGAGATATGAGGAATTCTGTGAATCGGTTAGTAAACTGTGAAACAGCGAATCTAAATAAAACAGTGAGCGCAGCCATGAGACAAGTTGAGAGCATACAACTTATTGATCAAGAAATTGGTTTGGATAACTTACCAGACCGATTGAGAGAGGTAGCTAAATTACGAGTTGAACATCAAGAGATATCATTGAAAGAATTAGGTGAAATGATTTCAACTGGGCCAATATCTAAGTCGGGTATGAATCATCGACTAAGAAAACTTAATGAACTTGCAGATAAAATACGTAATGGAGAACAAATCGAAATGTAA\n",
      ">OMX_gene_15714a6bb17732e9114cd07e9ecfebf4|Sporulation kinase E\n",
      "ATGAACCCATATCAACAGAAAAAACGTTGGAAATATTTGCTCCTTGCATTTGCCGTTGTAATTGCAATTGGCTCATTACTTTATACCCGTTACCTGGTAAAAAACATTGAGCGTTCGGAACGTACCCGCGCCCAGGTTTGGGCCATAAGTATGCGCCAGATACTTGCCTCAGATGATAATGATTTTTTAAACTATGTAATAGCCGTGCGTGATAGCCTCACCGTGCCCGCTATTGTAACTGACGAAAAAGGTGAAATAGTTTTACAGCGAGGTTTAGACACCACAAAGACTTTTATTAAGCTGGAAGCCGAAAGCAATAAAAAGAAAAAATATGATCCGGCTTATTTTAAAGAGGAGCTTCAATATATGAAGGGGCAGCATGCTCCTATTAAACTCCAGGTTTTGGGCGAAGAGAACTTTGTTTACTATAAAGACTCCCCACTGCTTACACAACTGCGCTTATTCCCTTATATCCAGCTTACTGTAATTGCTATATTTTTATTGATGGCCTATACCGCCTTCAGCTCGTCAAGAAAATCGGAGCAGGACCAGGTTTGGGTTGGCTTAGCCAAAGAAACGGCCCACCAGCTTGGTACGCCTATATCATCGCTCATTGCCTGGATTGAGCTAATGAAAGAGAAGTTTAATGCCGAAGATGATGTGCTGATTGCCGAAATGGAAAACGATGTAAAGCGCCTGGAAATAGTAGCAGATCGATTTTCGAAAATCGGCTCCAAATCCGTATTGGAAGAACATGGCGTGTATGCTGTAGTTAAGGATTTTGTTGATTATTTTAAAGTTCGCGTAAGCAAAAATATCAACTTCGAGCTTACCGGAAACCCTCATCTAAAAGCAGGACTTAATATTCCGCTGTTTGATTGGGTTATAGAGAATATCTTAAAAAATGCAGTTAACGCTATTGAAGGAAAGGGCAGTATCAAAGTAGAAATCAGCGGTAACAAGGTAAAAAACCAAATCTTTATCGATATTACCGATACCGGCAAAGGTATTCCCCGTTCTAAATTTGATACCGTTTTTCAACCCGGCTATACTACCCGTAAGCGGGGATGGGGGCTGGGCCTGTCGCTTACCAAACGTATAGTGGAAAATTACCACAACGGACAAATCTTTGTAAAAGACTCGGAAGTAGGCAAGGGAACAACATTCAGGATAATACTAAAAAACACGCGCAATGATAACAAAACCAAAACCAGGTGA\n",
      ">OMX_gene_385f910b33139734c8a32f25f120b623|Sporulation protein cse60\n",
      "ATGATTCGTGTGAAAGTGTTTGATGAAAGTCACGAAAAAGACTTAGAAGACGCTGTAAATGTTTTTTTGAAAAAGATTGATGATAGTAACTTTGTAGATATTAAGTACCAAGTCGGTGTTTCTATTAATGATGACGAAAACCAAATTTATTGTTTTTCAGCAATGATCGTTTATAAAGCATAA\n",
      ">OMX_gene_52f2df4511f4043577dcf4f364c3088f|Sporulation kinase E\n",
      "GTGAAAGAAAGTTTTCTATCATATAAAGAAGAAGAAAGGAATGCCAAAATCTTTTTATGGCTGCTATCTGTCATTGTTGTTGTATACCAAGTTCTTTATACAACCCTATTAGAAAATAAAGCACCAATGGAAAATTTGCATAGAGGAATGTGGCAAGTTATATGCGGAGTAGCAATATTGTGCGTGAATATATATTTAATNNNNNNNNNNNNNGCAAATCTTATTAAATACGCTGGGATCCTCGTATACATAGGGATAGAAATCGCTAATATACTTTTGTATATGCTTTATAATAAGGCGGCATTTGATGGCACGAATGTAATAGAAATTATTCTCATTTTCTTTGTACCTATATTTTTAAATAAAAAATATTTTGTGTGTTTACTGGCGGCTATTATAGGGAAATATTTGATTTATTTATTTGTATTAGAGGAAGTAAAAGCATTCATGTTCCTTATTATGTACACACTTGTATTAATAGCTACATACATCATTTTAAATCGATTCTTGCAATATCTTTCAGCGGTAAAGGAAAGTATTAAGATTGCTAGTGAATCACAACAGTTAGCAGTAATCGGAAAAATGGCAGCGACAGTTGGACATGAAATTAAAAATCCACTTGCTTCATTAAAAGGATTTACACAATTACAGCGAGAGAAGCATGAGGAAGATCCAATTTATAAACGGATGATTCTTGAAATAGAGAATATGAATAATATGATTAGTGAATTGATGGAAGTTGCTACATGCAAACCCTCTGTTTATAAGCAACATGATGTAGGAGAGATTGTATTACAAGCAGCAGCAACTCTTCGTGAAAAAATGTGTGAGTCAAATGTTCAGCTTATTTCTAATGTGGAAGGAAAAAAGATAGAGATTGAATGTGATGAACGAAAAATAAAGGGCGTATGTATATATATTATAAAAAATGCTCTGGAGGCAATGGAGCAAGGTGGAATATTAGAGTTACGAATAGAAAATAAAGATCAAGATTATGTAATGATCAGTATAATTGATAATGGCTATGGAATTAAGGATGAATATATAACGCTTGTTAAAGAGCCTTTCTATACAACGAAACACGATAAAATTGGTCTGGGACTTACGGTAGCAGATCGAATTGTTACTGAGCATCTTGGTGAATTACATATTTTAAGTGAAAGAAATATTGGAACGAGAATAGACATTTCTCTCCCAAAAAAGTATGAAAATAATGAAATACAGGTAGAGGAAAAGCTAGGAGTTACCATATGA\n",
      ">OMX_gene_0b838cfc721bbb2bbb761521d40352fb|Sporulation kinase E\n",
      "ATGGAGGAAACTCTTGATTTGAATGAATCCTTAAATCTGCAAAACCAGCTGAACAGACTGAAGAAAGAAAACGCCAAGCTGAAAGCGGATTTGTATCAGTATGAGCTGCTGTTTAACGGGACGCTGGACGCTATTTTTATATTGGATAAACAGATGAACATCATTAAGGCGAATGATGCCGCCTGCAAGATCCTGCAAAGCCAAAAAAAGAATTTGCTGAACCGGTCGGCGCTCGACTTCCTGCACGCCGTTCCGCCGGATGAACTAAACCAGAACATTCACCGCTTCTTAGAGCGGGGATATGCGAAAAAAGAAGTGGCCATCAGGCTTGACAACGGATCTGTCAAATATATCGAATTTACCGCAAGCAAAGGAATCGGTGAGGACTGCTTTTTTGTCGTCATGAGAGACATTTCGTCTAAAAAAATATTGGAGCGGGAGCGCACCATCAATGAAAAGCTGTTTAAAGATTTGTTTCACCGCGCGGTTGAAGGAATCGTCATCTTTGATAAACAAGGCTGTTTCATCGATGCAAACCATTCGTTTTGCCAGAGCTTCGAAATTGAAAAATCAGAGCTCTCAAAACTGAAGCTGTCTCAATTCGTATCGCCTGAAAACAAGGGGCGGCTCGATAAAATCTGGAACGCTCTTTTCAGAAGAGGGAAGGCAAAAGGGGAGCTTCCTGTCCGCCTCAGATCAGGAGAAGACAGGCTGTTTGAGCTGACGATAACCTCGAATATTTTAAATGGCTTTTACATGTCGATTATGAGGGATATTACCGAAAAGCGCTCAATGGAAAAACAGCTGTTTAAGAGCGAAGAACGCTTTAGGGAAGTCTTTGAAAATGCGATGGATGCCATCATTCTGATGAATAACGACGGCCGCATCGTCAAAGCGAACCAGTCGGCCTGCAAAATCTTCGAACTGCCGATGGACCAGCTGCTCAACAAGAAGATGACTGATTTTATAGATCGAACCGATCAGCGGTATCATGCCATTCAAAAGCAGTACGATCAAAAAGGGGAAATCCGGGCGGAACTGCTGTTTCGTATGGCAAACGGACAATATAAGGAGCTTGAGTTCACATCAAAACGGATTATGTTCGACAGCCAGGACTTAACCATTTTGAGAAATGTCAGCGACAGAAAACGAATGGAACAAGAATTGCGGGAAAGCGAATTGAAGTTCAGAAAAGTATTCAACGGATCAATGGACGGAATCGTTCTTTTCAACAACCAGTACGATATTATCGATGCGAACCCCCTTGCCGGAAAAATTCTCAGCATCCCTCTTGAACAGCTGAAAACGTCCAATCTTCTTGATGTCATCTCCGGCTATCACATCGAAAACGCGGCTTCTCCCGCTAAAACGATTTCCTTTGAAGAAATGGACAATGATATCCCATTCCTGCTGAGCGACCAAAAACGGATACTTGAATTTTCATTTAAGCGAAACATCATTCAAAATATGAATCTGGCGATGCTCAGAGACGTGACGGAACGAAAAGAGCTTGAAGAGCGGCTCCGCAAGTCTGATACCCTCCATGTCGTCGGAGAACTCGCAGCCGGAATTGCTCATGAAATCCGCAACCCGATGACGGCATTAAAAGGATTTATCCAGCTGCTGAAAGGCAGCATCCAAAATGAGGATCACGCGCTTTACTTTAATGTCATCACATCAGAGCTCAAAAGGATTGAATCCATTATTACGGAGTTTCTCATCCTTGCAAAACCGCAGGCGATTATGTATGAAGAAAAAAACATCGTCAAAATCATGCAGGACACAATGGATCTGCTGCATGCGCAGGCAAACCTTGACAACGTCCAGATGCATCTGAAGTGCGAAGACGGCATTCCGCTGATCTACTGCGAGCCGAATCAGCTGAAGCAGGTATTTATCAACATTTTGAAAAATGCGATCGAAGTAATGCCCGACGGAGGCAATGTATATGTGTCGATCAAACCGAAAGGAGACGACCATATCATTGTCTCGCTTGCTGACGAAGGAATCGGCATGACAGAAGACAAATTGAAGAGGCTCGGCGAACCTTTTTACACGACAAAAGAACGGGGCACTGGACTCGGGCTGATGGTCAGTTATAAAATTATTGAAGAACATAAAGGAAAAATCGAAGTTGAAAGTGAAGAAGGGAGAGGCACGACATTCCACCTGACTCTCCCGATCAGACAGCAGCATGAGGAGGAGGCTTAA\n",
      ">OMX_gene_0d9d82af6be4e937d310d8e9cc6446cd|Sporulation protein YjcA\n",
      "GTGACCGGAACGGCCGAGGGGGGTGCCGTGTCCCGGGTGAAGGGGATGCTGCGCCGCGTCGAGGACACGTACGCGGAGGACGGCGACCGTCCGATCCGCGGTTATGCCGTCGCCATGTCGGCGTTCGCCGCCTACACCACGGGCTGGGCCCTGCTGGTGCGGCGGCGGGGCCGCCCGCTGCCGGACCGGCCGGCGCCGTGGGACGTGGCACTGACCGCCGTCGCCACGTTCCGGCTCAGCCGGCTGCTGAGCAAAGCGTCGGTGACCAGCCCCCTGCGGGCCCCTTTCACCACCTTCGTCGGTCCGCAGGGGCCCGCCGAACTGCACGAGGAGGCGCGGTCCGACGACCGCAAGGCCACGGTCGGCGAGCTGGTGACCTGTCCCTTCTGCGTGAGCGTCTGGGTCGCCTCCAGCCTCACGGCGGGGCAGCTCCTGTGGCCGCGCGCCACCCGCACCGCCATGGGGGCCCTGACCGCACTGGCGGGCGCGGACGCGCTGCAACTGACGTACGGCGCCCTGGTGGACAGAACGACCGGTGAGTGA\n",
      ">OMX_gene_48935a274bcb4fd3b88cd36b01172300|Sporulation kinase E\n",
      "ATGGAAAAAGGCAATATATTTGAAAAAGAAGAGATAAAGGCATTAATAATATTTTTAAGCTTATTCTTCGTTATATTTTTTGCGTATGATTTTGCTGAAAAAGTTATTGTCCTTTTATCAGATAAAAATCAAAAACTAGCAGATGCTTTTGGAGAAGGATTAGGTTTATGGCTATATAGTTTGATGGTTGGATTATTCTTTATAGGATTTTATTTTATGAAATGGAAAAAGCCGTATATTGTGAAGTATATTATTTTAATTGGCTATAATATATTGGATTTTATTCATAACTTCATTATTTATTACGGAAGTGATGCAGAATTTGATGGCGGGAATATAGTAGAAGGATTCTTTATTTTATTTGCACCGATATTTGTGAATAAGAGGTACTTTTGGTTAGTTGCCGGAACTATTGTTGGAAAATATGCACTTATGGGATTCGTTGTTCAATCCCTTATTGTTCTTATCCCAATAGCATTATATAGCGTGTTTGTTATTATATGTTGGATTATATTTTTAAGATTCCAATCTTACGTTCGTACACTTGAAATGATGGATAAAGAAATACGAAATGTAGAGAAATTGGCAATGGTTGGGAAAATGGCGACAGTAATTGGCGATAAGATTAGAAGACCGTTAGAAAAATTGAAAAAACTTGTGAATAAGCAAGCGAAAAAATATCCAGAAGATAAAATTTATAGTGAAATTATGAGACAGGAAGTAGAGCGAATTCATACAATTGCTACAGAACTAAATGGGTTTGAGAAATCTAAATCGGTAGAATCCGAAACGCATAATATTAAAGAAATCATCTCTTATGTTATCAGGGTTATGGAAAAGCCAGCTTTAGAACAAGGGATAAAAATGCATGCTATTTATAGTAAAGATATACCATCAATTACATGTGAGGAAAAACGATTGAAACAAGTATTTTTTAATTTAATAAAAAATGCGATTGAAGCAATGTCAGTTGGCGGAACTATTACTGTAAAAGTTATAGTGGAAGATGTGATCATTGTTCAAATTATAGATGAGGGATGCGGCATTCCGAAAGATAAAATTCCGAAGCTAAATGAAGCTTTTTACACAACGAAAGAAACTGGAACAGGCTTAGGATTAGTAGTTACGGAAAAAATTATTAAAGATCACCACGGTAAATTGAACTTTGAAAGTGAAGTTGGAGTTGGAACGACTGTTGAGATTATGTTGCCGATTTAA\n",
      ">OMX_gene_0fc7fe46070a0955a942afe4373e4f2a|Sporulation kinase E\n",
      "ATGTCGATACGCTTAAAGACTATGCTTGGTGTGGCGTTGATCGAGGCCTTGTTGCTGACGATTTTGATCACCTTCACCCTAAGCTATCTTGAGTCCACCAACTATGAGGGATTACAAAAGCGCGCCCAAACGACCATTGCTCTGTTTACCACTATGGTGAAAAACCCAGTACTGGCTTACGATTTAGCCAGTATCGACTCTATCGCCACGTTAATGATGTCCAATCAAGATATTGTCTATGTCGCGGTCGAAAATCCCCATGGGAAACTTTTAACCTTTAAAGGTGACCCTACTTTATTCGATGCTTACCACACGATTAACGATCGAGATTTTTCTAAACTCCAATCCATCTATCCCATCACGGATGTGATTGAGGTGAGCGATACCCTGTTTGGTACCGTATTTATCGGTTTTGACCTCTCTTATCTTGAACAGCAACTCGCCCACGCCCGTAAATGGACACTACTGATTGTGCTAGGAGAAATGGGCTTAGTTGCCCTGTTCTCTTACTTGTTAGGGAATGCCTTAACCCGCCGTTTAACTGAGCTCAAAACCGCGACCGATCAAATCACTTTCGGCAATCGTGAAGTCCTGCTTGAAATTCAAGGTCATGATGAAATCAGTCGCGTTGCCCGCTCTTTTCAACAAATGGTGCAATCACTACGTCACTCAGAAGCGACCATGCGAGATTACCAGCATCAACTCGAGCAGTGGAATTTGGAGCTTGAAGATAAAGTGAACCAGCGTACGGAAACTCTACTTGCAAAAAATCAGCAACTTGAAGAGATGAATACCAAGTTAACCTTGATGAAAGATAAGCTGGTCGAAACCGAGAAAATGATTTCGATCGGTACATTGGCCGCAGGATTTGCCCATGAAATTAACAACCCAAACGGCGCACTGAAAAGCCATTTACAGTTACTTCAACAAGACTTTAACCAGATTAAAGTAGGATTTGAACAGATTGATTCACTGCTTAGCGGAAGCGATTATCACGACAAGTTTACTCAAACCAAAAATGCGCTTTATCTCGAAGAGAGTTTTTCTGGTATTGAGGAAAGCCTTAAAGATGCACTGCACTGTGTTGACCGGATAAAAACGATAGTCGATAAAGTTCAGCGTTGCCAAGCCGAACCCGCGCCCCATGACAGCAGTTGGGTTTCTCCACTCAGCTTAGTGGAACAAGCCATTCAAATTTGCGGATTGCGAGAGTGGGTAGTCTGGAAAGAACAAACCCTCTATCCACCGTTGATTTATTGCTACAGCAACGATTTTGTGGCCGCGTTGAGTGCGATTTTAAATAACGCTTATCAAGCTTACGCCTCCGATGACCCGATGATCCGTATCGAACTTTCGCTGCGTCATGATCATCAACAGTTACAAATTGAGGTACGCGATTTTGGCCGCGGTATGAGTATCGAACAAAAACAGCACGCTTTTGACCCTTTCTTTACCACTCATGATGTGGGTAAAGGCGTAGGCCTCGGTTTAACCGAGGCCTACAGCAGCATCAAAAAATACGATGGCGACATACAACTCTTTAGTGAACTGGGACAAGGCACCCGAGTGTTAATTACTCTACCGTTAGCCCCCAACAAACCGTAA\n",
      ">OMX_gene_21386efa745b67f403972b6f68d81b7e|sporulation regulator WhiA\n",
      "ATGAGCTTTGCATCAGACATGAAAAATGAATTAACGAGAATTGAAGTTGATATAGACAACGCAAAAGCAGAGCTCAGTGCCTTGATAAGAATGAATGGTGCACTTAGTTTGGCTAATCAACAATTTGTAATTAATGTACAAACAGAGAATGCCACAACAGCTAGAAGAATCTATTCATTAATCAAAAAGATATTTAATGTTGAAGTTGAAATTTTAGTGCGTAAAAAAATGAAATTAAAGAAAAATAATATCTATATATGTAGAGTTAAGATGAAATCTAAAGAAATTTTAGATGACTTAGGCATTTTAAAAAATGGTATTTTTACGCATGAAATTGACGAAGCTATCATTGAAGATGATGAAATGCGTCGTAGCTACTTAAGAGGTGCATTCCTAGCTGGAGGTTCAGTCAATAATCCAGAAACTTCATCCTATCATTTAGAAATTTTTTCATTATATGAAAGTCATTCAGAAGGTCTAACAAAATTAATGAATGGCTATGAATTAAATGCTAAACATTTAGAGCGTAAAAAAGGAAGCATTGTCTATTTGAAAGAGGCTGAAAAAATATCTGATTTTTTAAGTTTAATCGGAGGTTATCAAGCACTTCTCAAATTTGAAGACGTCAGAATTGTCCGTGATATGAGAAATTCAGTTAACAGGCTCGTTAACTGTGAGACTGCGAACTTAAATAAAACTGTAAGTGCAGCAATGAAACAAGTTGAAAGCATCCGATTGATAGATCAAGAGATAGGCCTAGATAACTTGCCAGACCGCTTAAGAGAAATTGCGAAATTACGTGTAGAACATCAAGAAATTTCTTTGAAAGAATTAGGGGAAATGGTATCAACAGGCACAATATCGAAATCTGGTGTTAATCATCGTCTTCGAAAGTTAAATGAAATGGCTGACAAAATAAGAAATGGCGAAGATATAGATTCATTGTAG\n",
      ">OMX_gene_21d753ca089af51d7f67d6ac55c72689|Sporulation kinase E\n",
      "ATGAAAAAAACAGGACAAATGGCTTTAATCAGTGTATCCATATTATTTACTGTGATCGAATCAATTTTTTCTGATGAACGGTTTACAGAAGGAATAGGTGATTTTTTTATAGCGACTTTTATTGCCTGGTTTGTGGGCTGGCAGTACGACAAATTAAAATATGACCAGCTGCGGAGAAAGCGCAGTGAAGCAAATTACAAGCAGTTAATCGAGATGCTTCCCGAGTCGGTCATTATTCACCGGAACAATGTGATCTTATATGTAAACAAAGCAGCCGAAGCGATGCTGGGGGCCCGGAGAAAAGAGGAGCTCGAGGGGCGTTCGCTGCTGGAATTCATGGATGACGGCTACAGGAAGCAGGCCGCCGGCCACAGCCAAAAAGTCAGTCAAGAATCAATTTTCCTGCTGAATGCTGTGTACAGGCTGACATGCCTGAATTTACGAACGATTTTCTTTGAATTTTCTTCCCTGAACATTGTGTTTGAGGGCCAGGATGCTATTCTTTATATCGGGAAAGATATTACGGATAAACGAGAGCAGACGCAGTCTCTTCTGCAGAAGTCGGAAAAGCTGGCGGTGGTTGGCCAGCTGGCGGCCGGAATCGCACATGAAATCCGCAACCCGCTTACATCCATTAAAGGGTTTATTCAGATTGTACAGGCAGATATCGAGCATCGTGATCATAAAGAATTTTTAGGGATTGTGCTGGGGGAGCTGGAGCGGATTAATGCCATTGTTGGAGAGTTTCTCGTTCTTGCCAAGCCCAATGTGGTGAAATTCAGCCGGGTACATATAAAGCCGCTGCTTGATGATGTTGTATCCCTGATCAGCTCACAGGCGATTATGGATAATGTCCAGATTACGGTTGCCTGCACAGATGATATACCGGATATTATTTGCGAAGAAAACCAGCTCAAGCAGGTTTTTGTCAATATTTTAAAAAATGCGATTGAAGCAATGCCTGATGGCGGGCTGATTCAAGTGGAAATAAAAAAGAATTCGGATAAAAATGTGGCTCTCTCGTTTATCGACCAGGGAGTCGGCATTCCCGAAGACCGGATTCCGACTCTTGGCGAACCTTTTTACACGACGAAAGAAAAAGGAACAGGCCTCGGGCTGATGACCTGCCTGAAAATTATTGAAAATCACAAAGGAAGCTTTAATATTTCCAGCAGGGTAGGAGAAGGCACTACTATTGATATTGTTCTGCCGGCCGCCGCCCCGAATCTTCTCAAAAGAGACAAGAAGGCAGCATGGAGCTTAAAGGAAGATAGTACATTGGGCAGTTTTTAA\n",
      ">OMX_gene_0a8d9c4bc530c46ca9234ddf4143e727|Sporulation kinase A\n",
      "ATGAATACGAAATATATAATAATCTTCNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNGCAAACTATAAAGACAATAAAGAGTATGTTTTAAATTTGACCGTCTCAAATCAAATAAGCATGGCTCAAAGCTATAAGACCAGGATAGACGAGCGTATAAGCAATCNNNNNNNGTTGCTGGAAGAGACGGCGAAATTTGTCAAGTCAAAAGATGCAGACAAGGACTACGACCTCATAAGGGACGTGCTTAGAATTTTGGCCAGAACGGCTGGATTTTCAGAGGTTTATGTGGGATATAGCGACACAAACAAGGTCATTTCAAGTGATAAATATGACATGATAAAATACTACTCAAACTACGATGTCAAGCGAAGACCTTGGCATCAGATCGTAAAATCAAAGCAGCAAACCTCCTTTACCGAGCCATACATAGATACGAAGCTNNNNNNNTACGTCATATCAATAGCCGTACCGATATATAAAAACAATAAACTCGATAATGTATTGGTTGGCGATTTTGAGCTAGATGCCTTTCAAAAAGAGATGGCTTCGTTTTTTCCTTCCAAATACGGCTCGGCTTTTTTGATGACGGACGGGGCTAAAATTTTAGACTCCACAAAGCAGATCATAGACTATACGGACGCTTATGTCGAGAAAATTTTATTTGCCATATACAATAAAAAACAAGGAAGCGGCAGGTTTTTGATAAATGGCAAAAAATATATCTTTGTATACGATATGATCGCATACGGCGAGTGGATATTCGTTTCTATATTAGAAGAGGATAAAATTTATGAAAATTTAAACGCAAAGACACTCAACAATCNNNNNNNNNNNNNNNNNNNNNNNNNNNNNGGCGTTTGTATATCGGTTTGGATGTATATTTCGCAAAAGAGGATCAACGATAACAAGCACTTTCTTAGCTTATTTTCCAAAAGCTCGATAAACGGACTGGTGATTACCGATAAAAATGGCGAGATAACGTTCATAAACAAAACTTTCGAGAAAATTTTCTCGCTGAAATTTAAAGAATTTATCGGTAAAAACATAAGCGAGCTATTTTATTTATTTAACGATGCGGATATATTTGAGCAAGTAAAAAGCGATACGAATAAAAATATCCTAGTCAAGAAAAATATACGAGACTGCTTTTATGGCATCCGCGTCATACCGCTTTTGGAAAAGGGCGATAAATTTGAAGGCGTTATGATAGTCGCCTATGATATGACGCATGAGACGCAACTTGAGATGAATAGGCAGCAGCAAGAGAGGATCTTGATAGAAAATTCTAAAATGGCGGCGCTTGGCGAGATGAGCTCGGCTATATCTCATCAGTGGAGGCAGCCATTAAATGCGCTTTTGCTGCTAGTAAGCGACATAGAGGCTAAAATAGAGCAGATTCGTATACAAGATAATGCAAAAAGCGAAGTACTTTCGCGACTTGGTGAGTCTAGGACAAATATAGAACTAATGGACGAGACGATAAATATCTTTAAAAATTTTTACAAGGAAAGCTTGCAGGAGACGAAATTTAACCTGCTTGACATAATGGATGATATCTTGTATATATGCAAGCCTCAAATCACGATAAAAGGCATACATATACAAGCTGATTACGAGATAAAAGACTACGAGATAACGAGCTATTCGTCCTATATCAAACAGGTTTTGCTAAATTTGATATCAAATGCAAAAGATGAGCTCGTAAAAAGGAAGCTACTTGATGAGAATTTTAAAGCTTATATAAAAATAAGTATCGTTGAAGAGGAAACGAGATATATTATAAACGTCGAGGACAATGGTGCTGGCGTGGGTGATGATATAAAAGAGCACATTTTCGAGCCGTTTTTCACGACTAAGGGCAAGGAGGGGACAGGTATGGGGCTTTATCTGTGCAAGTTGATTTTTGATAAGAAAATAAACGGAGATATCATTTTGAGCCATGCCTCGAATCCAACGATATTTTCAGTGGTGCTTTATAAAAATGGACAATAA\n",
      ">OMX_gene_05c86a0a0d8941dda1a01f56a9ba6b16|Sporulation kinase A\n",
      "GTGTATACTGCAGTCACGCTGGTAAGTGTCTGGATGCTGGCTTATTATATTGATGAGAAACAGCAGCTGGTTAAGAAAATGAAGGATAACGAATGGAAGTATAAACAGCTTTCTGAAGNNNNNNNCCGCATCATGGATAATTTGCAGGAAATCGTATTTCAAACGAATGCAAAAGGCGAAATTACATATTTAAACCAAGCGTGGGCATCAATAACCGGCTTTTCAATCAGTGAATGTATGGGAACAATGTATAACGATTACTTCATAAAAGAAAAGCATGTAGCCGACCACATTAACACCCAAATCCAAAACAAAGCGTCTTCTGGCATGTTTACGGCAAAATACGTGACAAAAAACGGCACGATTTTTTGGGGAGAAGTTCATTATAAACTTTACTATGATCGGGATGATCAATTTACAGGCAGCCTGGGTACAATGTCAGATATCACTGAGCGGAAAGAGGCTGAAGATGAGCTCATTGAGATTAATGAACGGCTGGCGAGGGAATCCCAGAAACTATCAATCACAAGTGAACTTGCCGCAGGTATTGCTCATGAGGTCAGAAACCCTTTAACATCTGTCAGCGGTTTCCTCCAGATTATGAAAACACAATATCCGGACAGAAAAGACTATTTTGACATCATCTTTTCAGAGATTAAAAGAATCGATTTAGTGCTCAGCGAGCTGCTGCTGCTTGCAAAACCGCAGGCAATCACATTTAAAACACACCAGCTTAATGAGATCTTGAAACAAGTCACGACATTGCTTGATACCAATGCAATTCTGTCTAATATCGTCATAGAGAAAAATTTCAAAGAGACAAATGGCTGTATGATTAATGGAGACGAAAATCAGCTGAAGCAGGTCTTTATCAACATCATTAAAAACGGAATTGAGGCAATGCCAAAGGGCGGTGTCGTAACCATTTCAACTGCTAAAACCGCCTCTCATGCAGTGATAAGCGTAAAGGATGAAGGAAACGGTATGCCGCAAGAAAAGCTGAAGCAGATTGGCAAACCTTTTTATTCAACAAAAGAAAAGGGCACTGGACTCGGACTTCCCATTTGTTTGAGAATCCTGAAGGAACATGACGGGGAATTGAAAATCGAAAGTGAAGCTGGAAAAGGCAGCGTCTTTCAAGTGGTTTTGCCTTTAAAATCAGACAGCTGA\n",
      ">OMX_gene_0589eb251659e3f0b2b13d163563b4e9|sporulation regulator WhiA\n",
      "ATGAGCTTTGCATCAGAAATGAAAAATGAATTAACTAGAATAGACGTCGATGAAATGAATGCAAAAGCAGAGCTCAGTGCACTGATTCGAATGAATGGTGCACTTAGTCTTTCAAATCAACAATTTGTTATAAATGTTCAAACGGAAAATGCAACAACGGCAAGACGTATTTATTCGTTGATTAAACGTGTCTTTAATGTGGAAGTTGAAATATTAGTCCGTAAAAAAATGAAACTTAAAAAAAATAATATTTATATTTGTCGTACAAAGATGAAAGCGAAAGAAATTCTTGATGAATTAGGAATTTTAAAAGACGGCATTTTTACGCATGAAATTGATCATTCAATGATTCAAGATGACGAAATGAGACGCAGTTACTTGAGAGGAGCTTTTCTGGCAGGTGGCTCAGTGAATAACCCTGAAACATCTTCGTACCATTTGGAAATTTTTTCTCAAAATGAGAGTCATGCAGAAGGCTTAACGAAACTAATGAATAGTTATGAGTTGAATGCCAAACATTTAGAGCGAAAAAAAGGAAGTATTACGTATTTAAAAGAAGCGGAAAAGATTTCGGATTTTCTTAGTTTGATAGGTGGTTATCAAGCATTATTAAAATTTGAAGACGTACGTATTGTAAGAGATATGCGTAATTCTGTTAACCGACTCGTTAATTGTGAAACGGCAAATCTAAATAAAACAGTTAGTGCTGCGATGAAACAAGTTGAGAGCATTAAATTGATTGATAAAGAAATTGGTATTGAAAATTTACCAGACAGGTTGAGAGAGATTGCTAGAATTCGAGTAGAACATCAAGAAATTTCGTTGAAAGAGCTTGGAGAAATGGTATCAACTGGTCCAATTTCAAAATCAGGTGTAAATCATCGATTAAGAAAACTTAATGATTTAGCCGATAAGATTAGAAATGGTGAACAAATAGAATTATAA\n",
      ">OMX_gene_090f93850b4336d1f6b9b83068f26cf1|Sporulation kinase E\n",
      "ATGCAATTTCCCTTAAATTCATCCTTGTCCCATACGATTTTTCGTTTGGGCACTTGGTATGGCTTATACCGTCTTATTATTGCGGTTAGCCTGAATATTATTTTAGTTTTAACCGATGCGCAAACTGATAACAGTTTGCAGCAACCTGCCTTATATTCCTACACACTACTCGGGTATTCCCTCTTAAGTCTTGTTCAGCTGTTATGCTTTAAATTTATTGCCACTCAAGCCACGCGACAGCTTATTTTATTTTTTATTGTTGATATTATTTGTTTGAGTTTACTGACTTTTTCTGTGGGTGAACCAAATTTACAACTCAGCTTACTCTATGTAATTGCCATCTTTACCTCGGCGATTTTACTCAGCGCAAGAATGTCTTTGCTGATTACATTGCTTGCGGTTATCGCTGTTATTTACCAACGATTTGTAGGTAGTCTATTTGACTATAACAATCTAAATACTATTGGTAATAGCGCTCTCTTAGCTTTTTTATTTTTTGTGGTTCACGGTATTGGCCAAATTGCTGTGCAGCGCTTTAAATTACTTGAAGCACTCACCTTTCACCAGTCAATTGAACTCTATCAACTCCAAAATATTAACCGTTATATCTTAGAACAAATTGAAGAAGGCTATTTAGTTTTAGATGAGAATTACGACATCGTTGTCAGTAATCCTGCGGCCTGTTCACTCTTGGGTATTCCCCCTCAATTTGCCAATGAAAAATATCCTTTAGCAAAGTGGCATACCGATTTATTTGAAATTTTAAAGTTTGGCGACTTAAAAGAAGGTGACCGATTCATTTTTGAGTCTCGGCTATCGGCGTACTCCATCAACATTAAAGTGCAACACCTTTTGGTCCCACAACAAACGCTAACCCTGCTCATTTTACAAGATGCCCAACAAATTAATCAGCAAGCACAACAGCTTAAGCTTGCTGCGCTAGGGCAACTCTCAGCAAGTATTGCACATGAGATCCGCAATCCTCTTGCTGCAATCGTACAAGCAAATGAGTTACTGAAAGATAGCGATCCAGAACAACAAAATACTTTGCGTCATATGATTGGCAAACAAACCAAACGCATTGATAGTATTGTTCAAGATACTTTAGGGCTTGCTCGTAGCGAAAGAACACATCCTATCCAGATCGATGTAAAACACTTCATAGATACATTGCTCGAAGAAGATTTATTTGACGTTAAACATTCAATTCAACTTAAAATTTCGGATAGTTCTTTAAAATTTTTATTTGATGAAAAACAATTAAGACAAGTCATGATTAATCTGGTGAGAAATGCTTTACGGCATAATGCCCCCGACTCACCCTACATTACGATCAACATCCATTCACAGACAAATAAAATTTATATTGATGTGATCGATTACGGTGAAGGTGTTTCAAAACGTGATATATCTCAATTATTTATACCATTTTTTAGTACCGAAATTAATGGAACTGGTTTAGGATTATATTTGTCTCATAGTTTTTGTGAGGCGAACCATGCAAAGCTCACCTATGTAGAGCAAAAACAAGGGGCATGCTTCAGAATAGAATGCCCAATAATATATTGA\n",
      ">OMX_gene_1f9452a354c395148a59da726fa4bc28|Sporulation protein YjcA\n",
      "GTGGTTATCAATTGGCTTTCATTTATTCTGTTATCGTTTGCCGTTTTCCGGCTGGCCAGGCTTTTCGTATTTGACACCATTATGGCGCCGCTTCGGAGCCTTTTTCACGAGGAAAAAACAGAAACCGCACCCGACGGCACGACAGAAACCTACATTGTCATAAAAGGAAAAGGGATCAGGGCATTTATCGGTGAACTTCTCAGCTGCTACTGGTGTACGGGCGTATGGTGCGCCGCCTTTTTAATTGCCGCGCAGATTGTGATACCCGAGACCGCGCAATGGCTGATTTTACTGTTAGCCATAGCCGGCGCAGCCGGGATCATTGAAGCTGCGGTTTCTCGTCTTCTGCAGGAATAA\n",
      ">OMX_gene_352e52fd92b91fddc779848a62892c34|Sporulation kinase E\n",
      "ATGAAGAACAACTCGTTTTCTACAGTTCCATCGTCTTCAGAAGGAATAGAGAAACAGGATTTACACGTTGTGGGAATTGGCGCTTCTGCCGGAGGGTTAGAAGCTATTGAGCAGTTTTTCGCTAATATGCCTTCACCAAATGGAATGGCGTTTATTATTGTACAGCACCTTTCCTCTAAATATAAAAGTTTTATGCCAGAACTTTTAGCNNNNNNNNCAGGAATGAATATCAAACTGACACAAGACGGGATGACTTTACAAGAAGACACAATTTATTTAAATCCTCCCCATCATTATGTGACCGTTGTGGATCATACTCTTCGCCTTCGTCCTTATGAAGAAAATGATCAGGTAAAGTATCCGATTGACGCCTTTTTTCATTCTCTGGCCGCTGCNNNNNNNCACCGGTGCACAGCCATTATTTTATCGGGAAAAGGAAATGATGGAACAGGAGGAGCAAAAACGATAAGAGAGTATGGCGGAACTGTACTTGTACAAGATGAAAGCACAGCAAAGTACAGAGATATGCCCCTAAGCGCTATTGATGCACACCTTGCTGATTATATTCTTTCTCCTGCTGATATGCCTGACCTTGTGCAAACGCATGTCAGCCAAACTGAATTTACATATAATGAAGAAACGCTGCAATACATTTATTCATTAATAAAGAAGAAAACAGGCATCGACTTCTCTATGTACNNNNNNNNCACGGTGCTGCGACGACTTGAAAAAAGAATGGCTTTACTCGATCCGCCCTCTCAAACGATGGAAGAGTACCGGGACTATTTATGTAAGGAAGCCGAAGAAATCGTCGAACTGCAGCGAGACCTGCTGATTGGAGTGACGCAATTTCTTAGAGATAAAGAAGCATTCTCTATTATTGAAGAACAAGTCATCCCTCAATTAGTTGAAAGAAAGATTCATAGCCAAGAAGATGAAATCCGCATCTGGGTAGCAGGTTGTTCTACTGGTCAAGAAGCATATACATTAGCTATTTTGCTTCATGACTATTTATCAACAATCAACCGTTATTTCGATGTCCGAATCTTTGCTACGGACATCGATCGTCATGCAATCAAAAGAGCGAGTCAAGGCATTTATGAAGAAGCGGAAGTTCATTCCTTCTCAGCAGCTCAGATTAATGAATATTTTGAGCAAACAAAACACGGTGGTTATCAAGTTNNNNNNNCAATCCGTAAAATGATTGTTTTTGCCCCGCATAATATAGGAAAAGACTCGCCTTTTGTAAACGTTGATTTAATCAGCTGTCGAAATATGATGATTTACTTCCAAGCTGAACTGCAGCAGCGCATTCTGTCTCTTTTTCATTTTTCTTTGACAGAAGAAGGCGTACNNNNNNNAGGCCCTAGTGAAACAACGGGAAATTTGTCTGATTTGTTCCGCCCTATCAACAGTAAGTGGAAAATATTTAAACGTTCGGGGCAGCCCAGCCGACAAATTACAGGAGCTTTTAATCTTTCAAAATCCAGCTTGCATGAAGGTGATTTTTCTAGCGTACCGCTGCCAAGTCAACTTTATAAGCCTCTTCCTTCGCTTAAATTGGATGAGATGTATCAGTCAATGATTGATCATTTTATGAGCCCTTGTCTTGTATTAAATGAATACAACGAAGTGATATTTTGTTCAAAAGAAGCGACTCAGCTTATTAACGTTCCTGTGGGGAAGATTAATTATACCATTTTCAAAATGGTTCCCGTTCACGTCTCTTTAGCCATTGGAGCAGCTATTAAACGCGTAAAAGAGCAAGGTATGAGCGTATGCTGTCAGCACATTGAATTTGTCATAAACAACGTGCAGCGCCGTTTTAATATTACTATATCTGCCCTTCCAACAAATCACTCTCTTTACTTACTTATGTTTGATGAACAGACAGATAGTGCCATTATTGATAAGGAAGAGCCCATGTTTCTTAATCAAACAAGCTCTATTAGTGAGCTTGTAGTAGATTTAGAGCAAGAGCTTCATTACACACAGCAGCATTTGCAAACGACGATTGAAGAGCTAGAAACAGCAAATGAGGAGCTAAAGTCCACGAACGAAGAACTGATTGCTTCCAACGAAGAGCTGCAGTCCACAAATGAGGAATTGCAGTCTGTTAATGAAGAGTTAATTAGTGTTAACAACCAGTACGAGCGAAAGATTGAAGAATTGACGGACTTAAACAACGATATTGATAATTTATTAATCAGTACAACTATTGCTACCATCTTTTTAGACGAGCAGCTGAATATTAAATTATTTACGCCGGAAACGAAAACAGTGATCAACGTTCTTCATCAAGATATCGGAAGACCTTTCTTTCATATTTCGCATAACTTTAGATATGACCATCTAATCGAGGACGCAATGCACGTTTTAAGAACAAATAACACCCTTCAAAAAGAAATTCAAAGCTACGATAACCAATGGTATAGCATGAAAATGATGCCTTATCGTACGAACGAGAATTTAATTAACGGTGTAGTTATTACGTTTATTAATATTACAGAAATTAAACGTTCAAATGAAGAATTGGCTATTACATCATTTGCAGTAGCTCACAGTCCTACGGGCATTTTTATTACCGATCATCAAGGTAAAATTAAGTACATTAATCAAAAATTCATGGAGCAAAAGCATGCGCCGCAAGAAGTATTTGGGCTACACCTCTATGACTTATATACAAAAAAGCTAGGCGTTAAAAGATTCCCTAAAATTTGGAATGAAGTATACAGAGGAGAAAAATGGAACGGAGAAATTTCCTACGTTCAAGAAGACGGAGAAACCGTTTGGGAACAGTTAGCCTTAATGCCTGTTAAAAATGATCAAGATGAAATCATCCATTACATTGGTTTAAGCGAAGACATTTCACAGCGCAAACAGTCGGAAATGATGCTCAAAAATTCAGAGATGCTGTCAGCACTTGGACAGCTGGCTGCCGGCATTGCCCATGAAATACGAAACCCCCTTACATCATTAAAGGGCTTTTTACAGCTTATGATGCAAGAAGAGACGTATAAAAAAGAATATATGGACGTCATGATGTCCGAGTTTAACCGCTTAGAGCTGATTATTAGCGAACTGCTCATTCTAGCCAAACCCGAAGTCGTAAAATATGAAAATAAGCAGATAAATTTAATTCTTCAAGACGTATGCACACTGCTGCATACACAGGCCATTCTTAAAAACATTACTATTTCAACGGATTTTGAAGAAAAATTACCTGTTGTTCATTGTATTGAAAAAGATATGAAACAAGTATTTATCAACATGGTGAAAAATTCTATTGAAGCGATGGAGGACCCCGGGTCTATTCTAGTGGTATCTAAATTTGATCCAGATACAAATCAAGTAGTCGTCCAAGTGATAGATGAAGGAAAAGGCATGCCGAAAGATCGATTAACACGAATTGGCGAGCCTTTCTATACAACAAAAGAAAAAGGAACAGGGTTAGGATTGATGGTGAGTCATAAAATCATTAGTAATCATAAAGGAAGCATTTCGTATGATAGTGAAGAAGGCAAAGGAACAACGGTAGAAATCCGATTGCCGCTTTCTTAA\n",
      ">OMX_gene_396d1795016a5086175af30bcc576801|Sporulation kinase A\n",
      "GTGGAACAGGATACGCAGCATGTTAAACCACTTCAAACAAAAACCGATATTCATGCAGTCTTGGCCTCGAATGGACGCATCATTTATATATCTGCCAACTCCAAACTGCATTTGGGCTATCTCCAAGGAGAGATGATCGGATCATTCCTCAAAACGTTTCTGCATGAGGAAGACCAATTTTTGGTTGAAAGCTATTTTTATAATGAACATCATCTGATGCCGTGCACCTTTCGTTTTATTAAAAAAGATCATACGATTGTGTGGGTGGAGGCTGCGGTAGAAATTGTTACGACAAGAGCTGAGCGGACAGAACGGGAAATCATTTTGAAAATGAAGGTTCTTGAAGAAGAAACAGGCCATCAATCCCTAAACTGCGAAAAACATGAAATCGAACCTGCAAGCCCGGAATCGACTACATATATAACGGATGATTATGAACGGTTGGTTGAAAATCTCCCGAGTCCGCTATGCATCAGTGTCAAAGGCAAGATCGTCTATGTAAACAGCGCGATGCTTTCAATGCTGGGAGCAAAAAGCAAGGATGCTATTATTGGAAAATGGTCCTATGAATTTATTGAAGAAGAATATCATGATATCGTGAAAAACAGGATTATACGAATGCAAAAAGGAATGGAAGTCGGAATGATTGAACAGACGTGGAAAAGGCTTGATGGCACACCTGTTCATTTAGAAGTGAAAGCATCCCCGACCGTCTACAAAAACCAGCAGGCTGAGCTGCTGCTGCTGATCGATATCTCTTCAAGGAAGAAATTCCAAACCATCCTGCAAAAAAGCCGTGAACGATATCAGCTGCTGATTCAAAATTCCATTGATACCATTGCGGTGATTCACAATGGAAAATGGGTGTTTATGAATGAATCGGGAATTTCCCTGTTTGAAGCGGCTACCTATGAGGACTTAATTGGCAAAAACATATACGATCAGCTGCATCCTTGCGATCACGAGGATGTAAAAGAGAGAATCCAAAACATTGCCGAGCAAAAAACAGAATCTGAAATTGTCAAGCAATCCTGGTTCACCTTTCAGAACAGGGTCATTTATACGGAGATGGTCTGCATTCCGACGACCTTTTTTGGTGAAGCGGCCGTCCAGGTCATTCTTCGGGACATTTCAGAGAGAAAACAAACAGAAGAATTGATGCTGAAATCGGAAAAATTATCAATCGCAGGGCAGCTCGCGGCGGGAATCGCCCATGAGATCCGCAACCCTCTTACAGCGATCAAAGGATTTTTACAGCTGATGAAACCGACAATGGAAGGCAACGAACATTACTTTGATATTGTGTTTTCTGAACTCAGCCGTATCGAATTAATACTCAGTGAACTGCTCATGCTGGCGAAACCTCAGCAAAATGCTGTCAAAGAATATTTGAACTTGAAAAAATTAATTGGTGAGGTTTCAGCCCTGTTAGAAACGCAGGCGAATTTAAATGGCATTTTTATCAGAACAAGTTATGAAAAAGACAGCATTTATATAAACGGGGATCAAAACCAATTAAAGCAGGTATTCATTAATTTAATCAAAAATGCAGTTGAATCAATGCCTGATGGGGGAACAGTAGACATTATCATAACCGAAGATGAGCATTCTGTTCATGTTACTGTCAAAGACGAAGGGGAAGGTATACCTGAAAAGGTACTAAACCGGATTGGAGAGCCATTTTTAACAACAAAAGAAAAAGGTACGGGGCTTGGATTAATGGTGACATTTAATATCATTGAAAACCATCAGGGAGTTATACATGTGGACAGCCATCCTGAAAAAGGCACAGCGTTTAAAATTTCATTTCCAAAAAAATAA\n",
      ">OMX_gene_1176547406380c8439a53bd68d2bd69f|Sporulation protein YjcA\n",
      "GTGACCAAGTTGAAGGCGAAGGTGACCCGCCTGCGTCGGGCCTACGCGCCGCACGAGTACCGGCCACTCGGCGGCTACCTCGTGGCCATGGGTGCCTACACCGGGGTGACGGCCGCGATCGTCGGGCTGGTGAAGGTGACTCGCCGGCCGCTGCCGGAGCGACCGGCGACGGCCGACGTGGTCCTGCTGGCCATCGCAACCCACAAGCTCAGCCGGTTGCTCTCCAAGAAAGCCGTGACCAGCCCGGTGCGGGCGCCGTTCACCCGCTACGCCCGGCCGATCGGCAGCGGCGAGGTGATGGAGGAGGTGCGCGACTCGGGCAGTCCCACCCGGCACGCCGTCGGTGAGCTGCTCAGTTGCCCGTTCTGCCTGGCTGTCTGGGTGGCCACCGGGCTCACCGGAGGGCTGGTGCTGGCGCCGCGGCTGACCCGTCTCGTCGCCACGGCGCTCACCGCCATGACGGCCTCGGACTTCATTCAGCTGGCGTACGCGACAGCGCAGCAGGGCGCCGAGCGGAGCGAGGGTTAG\n",
      ">OMX_gene_064ca57f645b18f140a606af9937ad87|Sporulation kinase A\n",
      "ATGCTTGTAGATGAAAATAACAATATAGTAGAATCGAACAAAGTACTATATGATTTTATGGGTGAAATGAGTTATAAGATAGCAGATTTGATTAACATGATAAAAGGAGTTATTGAAAATACTTTCTCTGAAAATACTAATAAAACTAGTGAAATAGAAATACACAATAAAATTTTAAAGATAAATACTTTTCCTGTAGAGTATNNNNNNNNTAATACTGAGTATATAGTAGTTCTTATTAAAGATATAACTAATGATAAAATAGTAGAGGCGAAATTACTTAGAGAAAATAAAATGATATCTATAGGACAATTAGCTTCTGGGGTAGCACATGAGATAAGAAATCCTTTAGGTATAATAAGAAATAATTGCTATCTCTTAAAAGATAACGTTACAATGGAAGAAGTAAATGATTGTGTTAAATCAATAGAAAGTAATGTAGATAGGGCAAGTAATATAATAACCAACTTGTTAAATTTCGCAAGAATATCAGATGATAATTTAGAACATATAAATATAAGAAATTTTATTGAAAATATAGTGAAACTTCAATATAAAATGTTACAGTTAAAGAATGTTGAAATAAAAATTGACTGTGAACATAATTTAGTATGCTATATAAATGGAGAATCTTTAAAACACGTATTTATAAATTTAATTTCTAATTCAATAGATGCAATATATCAAGATGGAAAAATTATTATATATTGTTATGNNNNNNNTCATTGTTTATTTATAGATTTTAAAGATAATGGTGAAGGAATAAAAGAAGATGCCCTAAAGGATATATTTAATCCCTTCTATACAACAAAACCAATTGGTGAGGGAACTGGTTTAGGTTTATATATTACTTATAATGAGATTAAAAAGAATAATGGAGATATAAGTGTTGAAAGTAAATTGGGAGTTGGAACTTGTTTTCATATAAAAATTCCATTAAATAAAGAGGTGACTATATAA\n"
     ]
    }
   ],
   "source": [
    "results_fasta = response.results(type='fasta')\n",
    "print(results_fasta)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.6"
  },
  "pycharm": {
   "stem_cell": {
    "cell_type": "raw",
    "metadata": {
     "collapsed": false
    },
    "source": []
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}