{"id":423,"date":"2014-10-15T13:30:16","date_gmt":"2014-10-15T13:30:16","guid":{"rendered":"https:\/\/pbwww.che.sbg.ac.at\/?page_id=423"},"modified":"2021-02-13T17:22:50","modified_gmt":"2021-02-13T16:22:50","slug":"maestro-data-sets","status":"publish","type":"page","link":"https:\/\/pbwww.services.came.sbg.ac.at\/?page_id=423","title":{"rendered":"MAESTRO Data sets"},"content":{"rendered":"<h2>DATA SETS<\/h2>\n<p>Data sets used in the study and detailed validation results. The respective PDB files are accessible as zip archives in column &#8220;STRUCTURES&#8221;.<\/p>\n<table border=\"1\" cellpadding=\"3\">\n<caption> <\/caption>\n<tbody>\n<tr>\n<th align=\"LEFT\"><strong><span class=\"textbf\">Dataset<\/span><\/strong><\/th>\n<th align=\"LEFT\"><strong><span class=\"textbf\">Size<\/span><\/strong><\/th>\n<th align=\"LEFT\"><strong><span class=\"textbf\">Structures<\/span><\/strong><\/th>\n<th align=\"LEFT\"><strong><span class=\"textbf\">Prediction<\/span><\/strong><\/th>\n<th align=\"LEFT\"><strong><span class=\"textbf\">Validation<\/span><\/strong><\/th>\n<th align=\"LEFT\"><strong><span class=\"textbf\">Source\/Ref.<\/span><\/strong><\/th>\n<\/tr>\n<tr>\n<td align=\"LEFT\"><a title=\"SP1 dataset\" href=\"http:\/\/pbwww.services.came.sbg.ac.at\/maestro\/SP1.csv\">SP1<\/a><\/td>\n<td align=\"LEFT\"><span class=\"MATH\">2648 single point <\/span>mutations<\/td>\n<td style=\"text-align: right;\" align=\"RIGHT\"><a title=\"SP1 structures\" href=\"http:\/\/pbwww.services.came.sbg.ac.at\/maestro\/SP1_structures.zip\"> 131<\/a><\/td>\n<td align=\"LEFT\"><!-- MATH  $\\Delta\\Delta$  -->\u0394\u0394G<\/td>\n<td align=\"LEFT\"><a title=\"SP1 5-fold cross validation results\" href=\"http:\/\/pbwww.services.came.sbg.ac.at\/maestro\/SP1_5fold.csv\"><span class=\"MATH\">5<\/span>-fold cross validation<\/a><\/td>\n<td align=\"LEFT\"><a title=\"PubMed 19654118\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/pubmed\/19654118\" target=\"_blank\" rel=\"noopener noreferrer\">Dehouck et al., 2009<\/a><\/td>\n<\/tr>\n<tr>\n<td align=\"LEFT\"><a title=\"SP2 dataset\" href=\"http:\/\/pbwww.services.came.sbg.ac.at\/maestro\/SP2.csv\">SP2<\/a><\/td>\n<td align=\"LEFT\"><span class=\"MATH\">350 single point <\/span>mutations<\/td>\n<td style=\"text-align: right;\" align=\"RIGHT\"><a title=\"SP1 structures\" href=\"http:\/\/pbwww.services.came.sbg.ac.at\/maestro\/SP1_structures.zip\">67<\/a><\/td>\n<td align=\"LEFT\"><!-- MATH  $\\Delta\\Delta$  -->\u0394\u0394G<\/td>\n<td align=\"LEFT\"><a title=\"SP2 test result\" href=\"http:\/\/pbwww.services.came.sbg.ac.at\/maestro\/SP2_result.csv\">performance test<\/a><\/td>\n<td align=\"LEFT\"><a title=\"PubMed 19654118\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/pubmed\/19654118\" target=\"_blank\" rel=\"noopener noreferrer\">Dehouck et al., 2009<\/a><\/td>\n<\/tr>\n<tr>\n<td align=\"LEFT\"><a title=\"SP3 dataset\" href=\"http:\/\/pbwww.services.came.sbg.ac.at\/maestro\/SP3.csv\">SP3<\/a><\/td>\n<td align=\"LEFT\"><span class=\"MATH\">1925 single point <\/span>mutations<\/td>\n<td style=\"text-align: right;\" align=\"RIGHT\"><a title=\"SP3 structures\" href=\"http:\/\/pbwww.services.came.sbg.ac.at\/maestro\/SP3_structures.zip\">55 <\/a><\/td>\n<td align=\"LEFT\"><!-- MATH  $\\Delta\\Delta$  -->\u0394\u0394G<\/td>\n<td align=\"LEFT\"><a title=\"SP3 20-fold cross validation results\" href=\"http:\/\/pbwww.services.came.sbg.ac.at\/maestro\/SP3_20fold.csv\"><span class=\"MATH\">20<\/span>-fold cross validation<\/a><\/td>\n<td align=\"LEFT\"><a title=\"PubMed 18632749\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/pubmed\/18632749\" target=\"_blank\" rel=\"noopener noreferrer\">Masso et al., 2008<\/a>;  <a title=\"PubMed 15980478\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/pubmed\/15980478\" target=\"_blank\" rel=\"noopener noreferrer\">Capriotti et al., 2005<\/a><\/td>\n<\/tr>\n<tr>\n<td align=\"LEFT\"><a title=\"SP4 dataset\" href=\"http:\/\/pbwww.services.came.sbg.ac.at\/maestro\/SP4.csv\">SP4<\/a><\/td>\n<td align=\"LEFT\"><span class=\"MATH\">1765 single point <\/span>mutations<\/td>\n<td style=\"text-align: right;\" align=\"RIGHT\"><a title=\"SP4 structures\" href=\"http:\/\/pbwww.services.came.sbg.ac.at\/maestro\/SP4_structures.zip\">98<\/a><\/td>\n<td align=\"LEFT\"><!-- MATH  $\\Delta\\Delta$  -->\u0394\u0394G<\/td>\n<td align=\"LEFT\"><a title=\"SP4 10-fold cross validation results\" href=\"http:\/\/pbwww.services.came.sbg.ac.at\/maestro\/SP4_10fold.csv\"><span class=\"MATH\">10<\/span>-fold cross validation<\/a><\/td>\n<td align=\"LEFT\"><a title=\"Protherm DB\" href=\"http:\/\/www.abren.net\/protherm\/\" target=\"_blank\" rel=\"noopener noreferrer\">ProTherm DB<\/a><\/td>\n<\/tr>\n<tr>\n<td align=\"LEFT\"><a title=\"MP dataset\" href=\"http:\/\/pbwww.services.came.sbg.ac.at\/maestro\/MP.csv\">MP<\/a><\/td>\n<td align=\"LEFT\"><span class=\"MATH\">479 <\/span>multi point mutations<\/td>\n<td style=\"text-align: right;\" align=\"RIGHT\"><a title=\"MP structures\" href=\"http:\/\/pbwww.services.came.sbg.ac.at\/maestro\/MP_structures.zip\">57<\/a><\/td>\n<td align=\"LEFT\"><!-- MATH  $\\Delta\\Delta$  -->\u0394\u0394G<\/td>\n<td align=\"LEFT\"><a title=\"MP 10-fold cross validation results\" href=\"http:\/\/pbwww.services.came.sbg.ac.at\/maestro\/MP_10fold.csv\"><span class=\"MATH\">10<\/span>-fold cross validation<\/a><\/td>\n<td align=\"LEFT\"><a title=\"Protherm DB\" href=\"http:\/\/www.abren.net\/protherm\/\" target=\"_blank\" rel=\"noopener noreferrer\">ProTherm DB<\/a><\/td>\n<\/tr>\n<tr>\n<td align=\"LEFT\"><a title=\"SS1 dataset\" href=\"http:\/\/pbwww.services.came.sbg.ac.at\/maestro\/SS1.csv\">SS1<\/a><\/td>\n<td align=\"LEFT\"><span class=\"MATH\">75<\/span> disulfide bonds<\/td>\n<td style=\"text-align: right;\" align=\"RIGHT\"><a title=\"SS1 structures\" href=\"http:\/\/pbwww.services.came.sbg.ac.at\/maestro\/SS1_structures.zip\">75<\/a><\/td>\n<td align=\"LEFT\">S-S bond<\/td>\n<td align=\"LEFT\"><a title=\"SS1 test results\" href=\"http:\/\/pbwww.services.came.sbg.ac.at\/maestro\/SS1_result.csv\">performance test<\/a><\/td>\n<td align=\"LEFT\"><a title=\"PubMed 24817698\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/pubmed\/24817698\" target=\"_blank\" rel=\"noopener noreferrer\">Salam et al., 2014<\/a><\/td>\n<\/tr>\n<tr>\n<td align=\"LEFT\"><\/td>\n<td align=\"LEFT\">minimized structures<\/td>\n<td style=\"text-align: right;\" align=\"RIGHT\"> <a title=\"SS1 structures\" href=\"http:\/\/pbwww.services.came.sbg.ac.at\/maestro\/SS1_structures_mini.zip\">75<\/a><\/td>\n<td align=\"LEFT\">S-S bond<\/td>\n<td align=\"LEFT\"><a title=\"SS1 test results\" href=\"http:\/\/pbwww.services.came.sbg.ac.at\/maestro\/SS1_mini_result.csv\">performance test<\/a><\/td>\n<td align=\"LEFT\">(<a title=\"PubMed 24817698\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/pubmed\/24817698\" target=\"_blank\" rel=\"noopener noreferrer\">Salam et al., 2014<\/a>)*<\/td>\n<\/tr>\n<tr>\n<td align=\"LEFT\"><a title=\"SS2 dataset\" href=\"http:\/\/pbwww.services.came.sbg.ac.at\/maestro\/SS2.csv\">SS2<\/a><\/td>\n<td align=\"LEFT\"><span class=\"MATH\">15 <\/span>engineered disulfide bonds<\/td>\n<td style=\"text-align: right;\" align=\"RIGHT\"><a title=\"SS2 structures\" href=\"http:\/\/pbwww.services.came.sbg.ac.at\/maestro\/SS2_structures.zip\">13<\/a><\/td>\n<td align=\"LEFT\">S-S bond<\/td>\n<td align=\"LEFT\"><a title=\"SS2 test results\" href=\"http:\/\/pbwww.services.came.sbg.ac.at\/maestro\/SS2_result.csv\">performance test<\/a><\/td>\n<td align=\"LEFT\"><a title=\"PubMed 24817698\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/pubmed\/24817698\" target=\"_blank\" rel=\"noopener noreferrer\">Salam et al., 2014<\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>The meaning of the sign of a \u2206\u2206G varies from data set to data set. We defined negative \u2206\u2206G as an increase in the stability of a protein, while positive values indicates a destabilization and adopted all data sets to this definition.<\/p>\n<p>*) The models (minimized structure) used in Salam et al. 2014 were not available. Therefore, we applied a comparable procedure and provide the resulting structures here.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>DATA SETS Data sets used in the study and detailed validation results. The respective PDB files are accessible as zip archives in column &#8220;STRUCTURES&#8221;. Dataset Size Structures Prediction Validation Source\/Ref. SP1 2648 single point mutations 131 \u0394\u0394G 5-fold cross validation Dehouck et al., 2009 SP2 350 single point mutations 67 \u0394\u0394G performance test Dehouck et &hellip; <a href=\"https:\/\/pbwww.services.came.sbg.ac.at\/?page_id=423\" class=\"more-link\">Continue reading <span class=\"screen-reader-text\">MAESTRO Data sets<\/span> <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/pbwww.services.came.sbg.ac.at\/index.php?rest_route=\/wp\/v2\/pages\/423"}],"collection":[{"href":"https:\/\/pbwww.services.came.sbg.ac.at\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/pbwww.services.came.sbg.ac.at\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/pbwww.services.came.sbg.ac.at\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/pbwww.services.came.sbg.ac.at\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=423"}],"version-history":[{"count":29,"href":"https:\/\/pbwww.services.came.sbg.ac.at\/index.php?rest_route=\/wp\/v2\/pages\/423\/revisions"}],"predecessor-version":[{"id":787,"href":"https:\/\/pbwww.services.came.sbg.ac.at\/index.php?rest_route=\/wp\/v2\/pages\/423\/revisions\/787"}],"wp:attachment":[{"href":"https:\/\/pbwww.services.came.sbg.ac.at\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=423"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}