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CRISPR/Cas tools

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Scientists have also begun exploring the mechanics of the CRISPR/Cas system and what governs how good, or active, a gRNA is at directing the Cas nuclease to a specific location of the genome of interest. As a result of this work, new methods of assessing a gRNA for its 'activity' have been published,
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Designing an appropriate gRNA is an important element of genome editing with the CRISPR/Cas system. A gRNA can and at times does have unintended interactions ("off-targets") with other locations of the genome of interest. For a given candidate gRNA, these tools report its list of potential
1177:
Xiang X, Corsi, GI, Anthon C, Qu K, Pan X, Liang X, Han P, Dong Z, Liu L, Zhong J, Ma T, Wang J, Zhang X, Jiang H, Xu F, Liu X, Xu X, Wang J, Yang H, Bolund L, Church GM, Lin L, Gorodkin J, Luo Y (May 2021).
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The CRISPR/Cas (clustered regularly interspaced short palindromic repeats/CRISPR associated nucleases) system was originally discovered to be an acquired immune response mechanism used by
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Wilson LO, Reti D, O'Brien AR, Dunne RA, Bauer DC (April 2018). "High Activity Target-Site Identification Using Phenotypic Independent CRISPR-Cas9 Core Functionality".
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and it is now best practice to consider both the unintended interactions of a gRNA as well as the predicted activity of a gRNA at the design stage.
1955: 446: 707: 2122: 521: 302: 1380:"Cas-OFFinder: a fast and versatile algorithm that searches for potential off-target sites of Cas9 RNA-guided endonucleases" 1290:"Enhanced CRISPR/Cas9-mediated precise genome editing by improved design and delivery of gRNA, Cas9 nuclease, and donor DNA" 58:
off-targets in the genome thereby allowing the designer to evaluate its suitability prior to embarking on any experiments.
2327: 2172:"VARSCOT: variant-aware detection and scoring enables sensitive and personalized off-target detection for CRISPR-Cas9" 745: 1692:"Evaluation of off-target and on-target scoring algorithms and integration into the guide RNA selection tool CRISPOR" 101: 1898:"CRISPRseek: a bioconductor package to identify target-specific guide RNAs for CRISPR-Cas9 genome-editing systems" 1023: 230: 2073:""Off-Spotter": very fast and exhaustive enumeration of genomic lookalikes for designing CRISPR/Cas guide RNAs" 338: 2332: 950: 1484:
Pedersen LE, Ronda C, Hansen HG, Kallehauge TB, Betenbaugh MJ, Nielsen AT, Kildegaard HF (August 2014).
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Moreno-Mateos MA, Vejnar CE, Beaudoin JD, Fernandez JP, Mis EK, Khokha MK, Giraldez AJ (October 2015).
631: 1909: 1546: 1440: 1191: 410: 51: 2262: 374: 1973:
Perez AR, Pritykin Y, Vidigal JA, Chhangawala S, Zamparo L, Leslie CS, Ventura A (April 2017).
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Hsu PD, Scott DA, Weinstein JA, Ran FA, Konermann S, Agarwala V, et al. (September 2013).
667: 2303: 2254: 2203: 2152: 2104: 2053: 2004: 1937: 1878: 1829: 1780: 1723: 1690:
Haeussler M, Schönig K, Eckert H, Eschstruth A, Mianné J, Renaud JB, et al. (July 2016).
1672: 1623: 1574: 1515: 1466: 1409: 1360: 1331:"Breaking-Cas-interactive design of guide RNAs for CRISPR-Cas experiments for ENSEMBL genomes" 1311: 1270: 1219: 1159: 1107: 842: 2280:
Hodgkins A, Farne A, Perera S, Grego T, Parry-Smith DJ, Skarnes WC, Iyer V (September 2015).
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Oliveros JC, Franch M, Tabas-Madrid D, San-León D, Montoliu L, Cubas P, Pazos F (July 2016).
1076:
Doench JG, Hartenian E, Graham DB, Tothova Z, Hegde M, Smith I, et al. (December 2014).
2293: 2244: 2234: 2193: 2183: 2144: 2094: 2084: 2043: 2035: 1994: 1986: 1927: 1917: 1868: 1860: 1819: 1811: 1770: 1762: 1754: 1713: 1703: 1662: 1654: 1613: 1605: 1564: 1554: 1505: 1497: 1456: 1448: 1399: 1391: 1350: 1342: 1301: 1260: 1250: 1209: 1199: 1149: 1141: 1097: 1089: 266: 158: 449: 806: 1800:"CRISPRdirect: software for designing CRISPR/Cas guide RNA with reduced off-target sites" 1913: 1550: 1444: 1429:"Genome engineering in the yeast pathogen Candida glabrata using the CRISPR-Cas9 system" 1195: 1180:"Enhancing CRISPR-Cas9 gRNA efficiency prediction by data integration and deep learning" 1130:"Unraveling CRISPR-Cas9 genome engineering parameters via a library-on-library approach" 2249: 2222: 2198: 2171: 2099: 2072: 2048: 2023: 1999: 1974: 1932: 1897: 1873: 1848: 1824: 1799: 1775: 1742: 1718: 1691: 1667: 1642: 1618: 1593: 1569: 1534: 1510: 1485: 1461: 1428: 1404: 1379: 1355: 1330: 1265: 1238: 1214: 1179: 1154: 1129: 1102: 1077: 23: 2321: 2266: 782: 2298: 2281: 2039: 1815: 1395: 1078:"Rational design of highly active sgRNAs for CRISPR-Cas9-mediated gene inactivation" 774: 595: 2239: 1306: 1289: 1922: 1849:"CRISPRscan: designing highly efficient sgRNAs for CRISPR-Cas9 targeting in vivo" 1559: 1239:"CRISPR-Cas9 off-targeting assessment with nucleic acid duplex energy parameters" 2223:"GuideMaker: Software to design CRISPR-Cas guide RNA pools in non-model genomes" 1535:"CCTop: An Intuitive, Flexible and Reliable CRISPR/Cas9 Target Prediction Tool" 1204: 2188: 2089: 1708: 1643:"CHOPCHOP v2: a web tool for the next generation of CRISPR genome engineering" 1255: 485: 2148: 122:
Center for non-coding RNA in Technology and Health, University of Copenhagen
27: 2307: 2258: 2207: 2156: 2123:"Synthego’s genetic toolkit aims to make CRISPR more accessible | May 2017" 2108: 2057: 2008: 1975:"GuideScan software for improved single and paired CRISPR guide RNA design" 1941: 1882: 1833: 1784: 1727: 1676: 1627: 1578: 1519: 1470: 1413: 1364: 1315: 1274: 1223: 1163: 1111: 1766: 1658: 1609: 1427:
Enkler L, Richer D, Marchand AL, Ferrandon D, Jossinet F (October 2016).
1346: 786: 778: 47: 1956:"Desktop Genetics Announces the Launch of DeskGen Gene Editing Platform" 1533:
Stemmer M, Thumberger T, Del Sol Keyer M, Wittbrodt J, Mateo JL (2015).
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Computer software that aids design of guide RNAs for CRISPR gene editing
1864: 1486:"Accelerating genome editing in CHO cells using CRISPR Cas9 and CRISPy" 1145: 790: 43: 1501: 1452: 988:
United States Department of Agriculture, Agricultural Research Service
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NGG, NGA, NGCG, NNAGAA, NGGNG, NNGRRT, NNNRRT, NNNNGMTT, NNNNACA, TTTN
1990: 1758: 1237:
Alkan F, Wenzel A, Anthon C, Havgaard JH, Gorodkin J (October 2018).
1093: 31: 2170:
Wilson LO, Hetzel S, Pockrandt C, Reinert K, Bauer DC (June 2019).
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Liang X, Potter J, Kumar S, Ravinder N, Chesnut JD (January 2017).
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Montague TG, Cruz JM, Gagnon JA, Church GM, Valen E (July 2014).
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Labun K, Montague TG, Gagnon JA, Thyme SB, Valen E (July 2016).
767: 559: 1594:"CHOPCHOP: a CRISPR/Cas9 and TALEN web tool for genome editing" 70:
The below table lists available tools and their attributes.
2221:
Poudel R, Rodriguez LT, Reisch CR, Rivers AR (April 2022).
1128:
Chari R, Mali P, Moosburner M, Church GM (September 2015).
1743:"DNA targeting specificity of RNA-guided Cas9 nucleases" 987: 687:
NGG/NAG on website and customizable with command line
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It has since been adopted for use as a tool in the 112: 1896:Zhu LJ, Holmes BR, Aronin N, Brodsky MH (2014). 1798:Naito Y, Hino K, Bono H, Ui-Tei K (April 2015). 681:3 on website and customizable with command line 2282:"WGE: a CRISPR database for genome engineering" 1071: 1069: 1067: 2024:"GT-Scan: identifying unique genomic targets" 8: 358:NGG, NRG, NNGRRT, NNNNGATT, NNAGAAW, NAAAAC 72: 2297: 2248: 2238: 2197: 2187: 2098: 2088: 2071:Pliatsika V, Rigoutsos I (January 2015). 2047: 1998: 1931: 1921: 1872: 1823: 1774: 1717: 1707: 1666: 1617: 1568: 1558: 1509: 1460: 1403: 1354: 1305: 1264: 1254: 1213: 1203: 1153: 1101: 195:Spanish National Center for Biotechnology 2022:O'Brien A, Bailey TL (September 2014). 1063: 1028:Yes, human and mouse reference genomes 764:NGG, NAG, NNNNACA, NNGRRT (R is A or G) 94:Maximum number of mismatches supported 26:tools used to facilitate the design of 91:Seed span and location can be defined 7: 1123: 1121: 447:University of California, Santa Cruz 155:Invitrogen TrueDesign Genome Editor 22:are computer software platforms and 829:CDS (if searching by transcript ID) 1378:Bae S, Park J, Kim JS (May 2014). 85:Searches whole genome for targets 14: 1007:Any PAM site and PAM orientation 1490:Biotechnology and Bioengineering 732:Links to Ensembl genome browser 522:Database Center for Life Science 102:Protospacer adjacent motif (PAM) 74:List of CRISPR-Cas design tools 865:Yes (RefSeq, Ensembl, Gencode) 303:Technical University of Denmark 992:Yes, any user supplied genome 947:CRISPR Targeted Gene Designer 88:Returns all targets of genome 1: 2299:10.1093/bioinformatics/btv308 2040:10.1093/bioinformatics/btu354 1816:10.1093/bioinformatics/btu743 1396:10.1093/bioinformatics/btu048 1307:10.1016/j.jbiotec.2016.11.011 1923:10.1371/journal.pone.0108424 1604:(Web Server issue): W401-7. 1560:10.1371/journal.pone.0124633 850:No (Optimized for Knockout) 2240:10.1093/gigascience/giac007 847:Yes (over 120,000 genomes) 746:Thomas Jefferson University 250:NGG, NRG, NNAGAAW, NNNNGMTT 110:gRNA suggestion or scoring 2349: 2125:Retrieved 23 January 2018. 1205:10.1038/s41467-021-23576-0 2189:10.1186/s12896-019-0535-5 2090:10.1186/s13062-015-0035-z 1709:10.1186/s13059-016-1012-2 1256:10.1186/s13059-018-1534-x 1024:Wellcome Sanger Institute 970:NGG, NNGRRT, YTTV, other 231:Seoul National University 109: 106: 99: 93: 90: 87: 84: 81: 78: 30:(gRNAs) for use with the 2149:10.1089/crispr.2017.0021 1294:Journal of Biotechnology 339:University of Heidelberg 199:Yes (over 1000 genomes) 159:Thermo Fisher Scientific 651:Fully user customizable 107:Annotation is reported 97:Predicts gRNA activity 20:CRISPR-Cas design tools 1647:Nucleic Acids Research 1598:Nucleic Acids Research 1335:Nucleic Acids Research 527:Yes (over 200 species) 454:Yes (over 200 genomes) 1184:Nature Communications 839:Synthego Design Tool 394:NGG, NNAGAA, NNNNGANN 54:of higher organisms. 34:gene editing system. 1979:Nature Biotechnology 1747:Nature Biotechnology 1082:Nature Biotechnology 411:University of Bergen 118:CRISPRon, CRISPRoff 2328:Genetic engineering 1960:American Laboratory 1914:2014PLoSO...9j8424Z 1551:2015PLoSO..1024633S 1445:2016NatSR...635766E 1196:2021NatCo..12.3238X 75: 52:genetic engineering 2137:The CRISPR Journal 1865:10.1038/nmeth.3543 1659:10.1093/nar/gkw398 1610:10.1093/nar/gku410 1433:Scientific Reports 1347:10.1093/nar/gkw407 1146:10.1038/nmeth.3473 729:User customizable 375:Harvard University 214:User customizable 73: 2292:(18): 3078–3080. 2176:BMC Biotechnology 1502:10.1002/bit.25233 1453:10.1038/srep35766 1055: 1054: 951:Horizon Discovery 934:User customizable 796:User customizable 615:User customizable 430:User customizable 205:Yes (by weights) 2340: 2312: 2311: 2301: 2277: 2271: 2270: 2252: 2242: 2218: 2212: 2211: 2201: 2191: 2167: 2161: 2160: 2132: 2126: 2119: 2113: 2112: 2102: 2092: 2068: 2062: 2061: 2051: 2019: 2013: 2012: 2002: 1991:10.1038/nbt.3804 1970: 1964: 1963: 1952: 1946: 1945: 1935: 1925: 1893: 1887: 1886: 1876: 1844: 1838: 1837: 1827: 1795: 1789: 1788: 1778: 1759:10.1038/nbt.2647 1738: 1732: 1731: 1721: 1711: 1687: 1681: 1680: 1670: 1638: 1632: 1631: 1621: 1589: 1583: 1582: 1572: 1562: 1530: 1524: 1523: 1513: 1496:(8): 1604–1616. 1481: 1475: 1474: 1464: 1424: 1418: 1417: 1407: 1375: 1369: 1368: 1358: 1326: 1320: 1319: 1309: 1285: 1279: 1278: 1268: 1258: 1234: 1228: 1227: 1217: 1207: 1174: 1168: 1167: 1157: 1125: 1116: 1115: 1105: 1094:10.1038/nbt.3026 1073: 710: 632:Desktop Genetics 76: 2348: 2347: 2343: 2342: 2341: 2339: 2338: 2337: 2318: 2317: 2316: 2315: 2279: 2278: 2274: 2220: 2219: 2215: 2169: 2168: 2164: 2134: 2133: 2129: 2120: 2116: 2070: 2069: 2065: 2021: 2020: 2016: 1972: 1971: 1967: 1954: 1953: 1949: 1895: 1894: 1890: 1846: 1845: 1841: 1797: 1796: 1792: 1740: 1739: 1735: 1689: 1688: 1684: 1640: 1639: 1635: 1591: 1590: 1586: 1545:(4): e0124633. 1532: 1531: 1527: 1483: 1482: 1478: 1426: 1425: 1421: 1377: 1376: 1372: 1341:(W1): W267-71. 1328: 1327: 1323: 1287: 1286: 1282: 1236: 1235: 1231: 1176: 1175: 1171: 1127: 1126: 1119: 1075: 1074: 1065: 1060: 807:Broad Institute 708: 579:NGG, TTTV, TTTN 68: 40: 17: 12: 11: 5: 2346: 2344: 2336: 2335: 2333:Genome editing 2330: 2320: 2319: 2314: 2313: 2286:Bioinformatics 2272: 2213: 2162: 2143:(2): 182–190. 2127: 2114: 2077:Biology Direct 2063: 2034:(18): 2673–5. 2028:Bioinformatics 2014: 1985:(4): 347–349. 1965: 1947: 1908:(9): e108424. 1888: 1853:Nature Methods 1839: 1804:Bioinformatics 1790: 1733: 1696:Genome Biology 1682: 1653:(W1): W272–6. 1633: 1584: 1525: 1476: 1419: 1390:(10): 1473–5. 1384:Bioinformatics 1370: 1321: 1280: 1243:Genome Biology 1229: 1169: 1134:Nature Methods 1117: 1088:(12): 1262–7. 1062: 1061: 1059: 1056: 1053: 1052: 1050: 1047: 1044: 1041: 1038: 1035: 1032: 1029: 1026: 1021: 1017: 1016: 1014: 1011: 1008: 1005: 1002: 999: 996: 993: 990: 985: 981: 980: 977: 974: 971: 968: 965: 962: 959: 956: 955:Yes, Multiple 953: 948: 944: 943: 941: 938: 935: 932: 929: 926: 923: 920: 917: 912: 908: 907: 905: 902: 899: 896: 893: 890: 887: 884: 881: 876: 872: 871: 869: 866: 863: 860: 857: 854: 851: 848: 845: 840: 836: 835: 833: 830: 827: 824: 821: 818: 815: 812: 809: 804: 803:sgRNA Designer 800: 799: 797: 794: 765: 762: 760: 757: 754: 751: 748: 743: 739: 738: 736: 733: 730: 727: 724: 721: 718: 715: 712: 701: 697: 696: 694: 691: 688: 685: 682: 679: 676: 673: 670: 665: 661: 660: 658: 655: 652: 649: 646: 643: 640: 637: 634: 629: 625: 624: 622: 619: 616: 613: 610: 607: 604: 601: 598: 593: 589: 588: 586: 583: 580: 577: 574: 571: 568: 565: 562: 558:Giraldez Lab, 556: 552: 551: 549: 546: 543: 540: 537: 534: 531: 528: 525: 519: 515: 514: 512: 509: 506: 503: 500: 497: 494: 491: 488: 486:Zhang Lab, MIT 483: 479: 478: 476: 473: 470: 467: 464: 461: 458: 455: 452: 444: 440: 439: 437: 434: 431: 428: 425: 422: 419: 416: 413: 408: 404: 403: 401: 398: 395: 392: 389: 386: 383: 380: 377: 372: 368: 367: 365: 362: 359: 356: 353: 350: 347: 344: 341: 336: 332: 331: 329: 326: 323: 320: 317: 314: 311: 308: 305: 300: 296: 295: 293: 290: 287: 284: 281: 278: 275: 272: 269: 264: 260: 259: 257: 254: 251: 248: 245: 242: 239: 236: 233: 228: 224: 223: 221: 218: 215: 212: 209: 206: 203: 200: 197: 192: 188: 187: 185: 182: 179: 176: 173: 170: 167: 164: 161: 156: 152: 151: 148: 145: 142: 141:NGG, NGA, NAG 139: 136: 133: 130: 127: 124: 119: 115: 114: 111: 108: 105: 98: 95: 92: 89: 86: 83: 80: 67: 64: 39: 36: 24:bioinformatics 15: 13: 10: 9: 6: 4: 3: 2: 2345: 2334: 2331: 2329: 2326: 2325: 2323: 2309: 2305: 2300: 2295: 2291: 2287: 2283: 2276: 2273: 2268: 2264: 2260: 2256: 2251: 2246: 2241: 2236: 2232: 2228: 2224: 2217: 2214: 2209: 2205: 2200: 2195: 2190: 2185: 2181: 2177: 2173: 2166: 2163: 2158: 2154: 2150: 2146: 2142: 2138: 2131: 2128: 2124: 2118: 2115: 2110: 2106: 2101: 2096: 2091: 2086: 2082: 2078: 2074: 2067: 2064: 2059: 2055: 2050: 2045: 2041: 2037: 2033: 2029: 2025: 2018: 2015: 2010: 2006: 2001: 1996: 1992: 1988: 1984: 1980: 1976: 1969: 1966: 1961: 1957: 1951: 1948: 1943: 1939: 1934: 1929: 1924: 1919: 1915: 1911: 1907: 1903: 1899: 1892: 1889: 1884: 1880: 1875: 1870: 1866: 1862: 1859:(10): 982–8. 1858: 1854: 1850: 1843: 1840: 1835: 1831: 1826: 1821: 1817: 1813: 1810:(7): 1120–3. 1809: 1805: 1801: 1794: 1791: 1786: 1782: 1777: 1772: 1768: 1767:1721.1/102691 1764: 1760: 1756: 1753:(9): 827–32. 1752: 1748: 1744: 1737: 1734: 1729: 1725: 1720: 1715: 1710: 1705: 1701: 1697: 1693: 1686: 1683: 1678: 1674: 1669: 1664: 1660: 1656: 1652: 1648: 1644: 1637: 1634: 1629: 1625: 1620: 1615: 1611: 1607: 1603: 1599: 1595: 1588: 1585: 1580: 1576: 1571: 1566: 1561: 1556: 1552: 1548: 1544: 1540: 1536: 1529: 1526: 1521: 1517: 1512: 1507: 1503: 1499: 1495: 1491: 1487: 1480: 1477: 1472: 1468: 1463: 1458: 1454: 1450: 1446: 1442: 1438: 1434: 1430: 1423: 1420: 1415: 1411: 1406: 1401: 1397: 1393: 1389: 1385: 1381: 1374: 1371: 1366: 1362: 1357: 1352: 1348: 1344: 1340: 1336: 1332: 1325: 1322: 1317: 1313: 1308: 1303: 1299: 1295: 1291: 1284: 1281: 1276: 1272: 1267: 1262: 1257: 1252: 1248: 1244: 1240: 1233: 1230: 1225: 1221: 1216: 1211: 1206: 1201: 1197: 1193: 1189: 1185: 1181: 1173: 1170: 1165: 1161: 1156: 1151: 1147: 1143: 1139: 1135: 1131: 1124: 1122: 1118: 1113: 1109: 1104: 1099: 1095: 1091: 1087: 1083: 1079: 1072: 1070: 1068: 1064: 1057: 1051: 1048: 1045: 1042: 1039: 1036: 1033: 1030: 1027: 1025: 1022: 1019: 1018: 1015: 1012: 1009: 1006: 1003: 1000: 997: 994: 991: 989: 986: 983: 982: 978: 975: 972: 969: 966: 963: 960: 957: 954: 952: 949: 946: 945: 942: 939: 936: 933: 930: 927: 924: 921: 918: 916: 913: 910: 909: 906: 903: 900: 897: 894: 891: 888: 885: 882: 880: 877: 874: 873: 870: 867: 864: 861: 858: 855: 852: 849: 846: 844: 841: 838: 837: 834: 831: 828: 825: 822: 819: 816: 813: 810: 808: 805: 802: 801: 798: 795: 792: 788: 784: 780: 776: 772: 769: 766: 763: 761: 758: 755: 752: 749: 747: 744: 741: 740: 737: 734: 731: 728: 725: 722: 719: 716: 713: 711: 705: 702: 699: 698: 695: 692: 689: 686: 683: 680: 677: 674: 671: 669: 666: 663: 662: 659: 656: 653: 650: 647: 644: 641: 638: 635: 633: 630: 627: 626: 623: 620: 617: 614: 611: 608: 605: 602: 599: 597: 594: 591: 590: 587: 584: 581: 578: 575: 572: 569: 566: 563: 561: 557: 554: 553: 550: 547: 544: 541: 538: 535: 532: 529: 526: 523: 520: 517: 516: 513: 510: 507: 504: 501: 498: 495: 492: 489: 487: 484: 482:CRISPR Design 481: 480: 477: 474: 471: 468: 465: 462: 459: 456: 453: 451: 448: 445: 442: 441: 438: 435: 432: 429: 426: 423: 420: 417: 414: 412: 409: 406: 405: 402: 399: 396: 393: 390: 387: 384: 381: 378: 376: 373: 370: 369: 366: 363: 360: 357: 354: 351: 348: 345: 342: 340: 337: 334: 333: 330: 327: 324: 321: 318: 315: 312: 309: 306: 304: 301: 298: 297: 294: 291: 288: 285: 282: 279: 276: 273: 270: 268: 265: 262: 261: 258: 255: 252: 249: 246: 243: 240: 237: 234: 232: 229: 226: 225: 222: 219: 216: 213: 210: 207: 204: 201: 198: 196: 193: 191:Breaking-Cas 190: 189: 186: 183: 180: 177: 174: 171: 168: 165: 162: 160: 157: 154: 153: 149: 146: 143: 140: 137: 134: 131: 128: 125: 123: 120: 117: 116: 103: 96: 77: 71: 65: 63: 59: 55: 53: 49: 45: 37: 35: 33: 29: 25: 21: 2289: 2285: 2275: 2230: 2226: 2216: 2179: 2175: 2165: 2140: 2136: 2130: 2121:TechCrunch. 2117: 2080: 2076: 2066: 2031: 2027: 2017: 1982: 1978: 1968: 1959: 1950: 1905: 1901: 1891: 1856: 1852: 1842: 1807: 1803: 1793: 1750: 1746: 1736: 1699: 1695: 1685: 1650: 1646: 1636: 1601: 1597: 1587: 1542: 1538: 1528: 1493: 1489: 1479: 1436: 1432: 1422: 1387: 1383: 1373: 1338: 1334: 1324: 1297: 1293: 1283: 1249:(177): 177. 1246: 1242: 1232: 1187: 1183: 1172: 1140:(9): 823–6. 1137: 1133: 1085: 1081: 789:, unspliced 777:mRNA, mRNA, 596:Bioconductor 518:CRISPRdirect 286:NGG and NAG 227:Cas-OFFinder 69: 60: 56: 41: 19: 18: 2227:GigaScience 1300:: 136–146. 1190:(1): 3238. 984:GuideMaker 742:Off-Spotter 645:Any number 609:Any number 536:Any number 505:NGG and NAG 407:CHOPCHOP v2 113:References 100:Available 2322:Categories 1702:(1): 148. 1058:References 618:mRNA exons 592:CRISPRseek 555:CRISPRscan 508:mRNA exons 104:sequences 79:Tool Name 38:CRISPR-Cas 32:CRISPR/Cas 28:guide RNAs 2267:235700000 2182:(1): 40. 1439:: 35766. 793:, lincRNA 775:unspliced 668:GuideScan 664:GuideScan 82:Provider 2308:25979474 2259:35365834 2208:31248401 2157:31021206 2109:25630343 2083:(1): 4. 2058:24860161 2009:28263296 1942:25247697 1902:PLOS ONE 1883:26322839 1834:25414360 1785:23873081 1728:27380939 1677:27185894 1628:24861617 1579:25909470 1539:PLOS ONE 1520:24827782 1471:27767081 1414:24463181 1365:27166368 1316:27845164 1275:30367669 1224:34050182 1164:26167643 1112:25184501 1037:4 (0-4) 843:Synthego 723:3 (0-3) 709:EMBL-ABR 700:GT-Scan 424:3 (0-3) 371:CHOPCHOP 352:5 (0-5) 263:CASTING 48:bacteria 2250:8975720 2199:6598273 2100:4326336 2049:4155256 2000:5607865 1962:. 2015. 1933:4172692 1910:Bibcode 1874:4589495 1825:4382898 1776:3969858 1719:4934014 1668:4987937 1619:4086086 1570:4409221 1547:Bibcode 1511:4312910 1462:5073330 1441:Bibcode 1405:4016707 1356:4987939 1266:6203265 1215:8163799 1192:Bibcode 1155:5292764 1103:4262738 911:VARSCOT 791:lincRNA 628:DESKGEN 524:(DBCLS) 443:CRISPOR 385:Partial 349:Partial 44:archaea 2306:  2265:  2257:  2247:  2206:  2196:  2155:  2107:  2097:  2056:  2046:  2007:  1997:  1940:  1930:  1881:  1871:  1832:  1822:  1783:  1773:  1726:  1716:  1675:  1665:  1626:  1616:  1577:  1567:  1518:  1508:  1469:  1459:  1412:  1402:  1363:  1353:  1314:  1273:  1263:  1222:  1212:  1162:  1152:  1110:  1100:  875:TUSCAN 706:& 299:CRISPy 267:Caagle 2263:S2CID 979:(21) 915:CSIRO 879:CSIRO 787:3'UTR 779:5'UTR 771:exons 704:CSIRO 450:TEFOR 388:0, 2 335:CCTop 244:0-10 66:Table 2304:PMID 2255:PMID 2204:PMID 2153:PMID 2105:PMID 2054:PMID 2005:PMID 1938:PMID 1879:PMID 1830:PMID 1781:PMID 1724:PMID 1673:PMID 1624:PMID 1575:PMID 1516:PMID 1467:PMID 1410:PMID 1361:PMID 1312:PMID 1271:PMID 1220:PMID 1160:PMID 1108:PMID 1049:Yes 1046:Yes 1043:NGG 1034:Yes 1031:Yes 1020:WGE 1013:Yes 1010:Yes 1004:Yes 1001:0-5 998:Yes 995:Yes 976:Yes 973:Yes 967:Yes 961:yes 958:yes 868:Yes 862:NGG 859:Yes 853:Yes 768:mRNA 759:0-5 735:Yes 720:Yes 717:Yes 714:Yes 560:Yale 292:Yes 274:Yes 271:Yes 220:Yes 217:Yes 202:Yes 184:Yes 181:Yes 178:NGG 166:Yes 163:Yes 147:Yes 144:Yes 138:Yes 135:All 132:Yes 129:Yes 126:Yes 46:and 2294:doi 2245:PMC 2235:doi 2194:PMC 2184:doi 2145:doi 2095:PMC 2085:doi 2044:PMC 2036:doi 1995:PMC 1987:doi 1928:PMC 1918:doi 1869:PMC 1861:doi 1820:PMC 1812:doi 1771:PMC 1763:hdl 1755:doi 1714:PMC 1704:doi 1663:PMC 1655:doi 1614:PMC 1606:doi 1565:PMC 1555:doi 1506:PMC 1498:doi 1494:111 1457:PMC 1449:doi 1400:PMC 1392:doi 1351:PMC 1343:doi 1302:doi 1298:241 1261:PMC 1251:doi 1210:PMC 1200:doi 1150:PMC 1142:doi 1098:PMC 1090:doi 1040:No 940:Yes 931:Yes 928:0-8 922:Yes 919:Yes 904:Yes 898:NGG 895:Yes 832:Yes 826:NGG 823:Yes 783:CDS 756:Yes 753:Yes 750:Yes 726:No 693:Yes 690:Yes 684:Yes 678:Yes 675:Yes 672:Yes 657:Yes 654:Yes 648:Yes 642:Yes 639:Yes 636:Yes 621:Yes 603:Yes 600:Yes 585:Yes 582:Yes 576:Yes 567:Yes 564:Yes 548:Yes 545:Yes 542:NNN 530:Yes 511:Yes 490:Yes 475:Yes 472:Yes 466:Yes 457:Yes 436:Yes 433:Yes 427:Yes 421:Yes 418:Yes 415:Yes 400:Yes 382:Yes 379:Yes 364:Yes 361:Yes 355:Yes 346:Yes 343:Yes 328:Yes 325:Yes 322:NGG 316:All 310:Yes 307:Yes 289:No 283:No 277:No 256:Yes 238:Yes 235:Yes 211:No 175:No 169:No 2324:: 2302:. 2290:31 2288:. 2284:. 2261:. 2253:. 2243:. 2233:. 2231:11 2229:. 2225:. 2202:. 2192:. 2180:19 2178:. 2174:. 2151:. 2139:. 2103:. 2093:. 2081:10 2079:. 2075:. 2052:. 2042:. 2032:30 2030:. 2026:. 2003:. 1993:. 1983:35 1981:. 1977:. 1958:. 1936:. 1926:. 1916:. 1904:. 1900:. 1877:. 1867:. 1857:12 1855:. 1851:. 1828:. 1818:. 1808:31 1806:. 1802:. 1779:. 1769:. 1761:. 1751:31 1749:. 1745:. 1722:. 1712:. 1700:17 1698:. 1694:. 1671:. 1661:. 1651:44 1649:. 1645:. 1622:. 1612:. 1602:42 1600:. 1596:. 1573:. 1563:. 1553:. 1543:10 1541:. 1537:. 1514:. 1504:. 1492:. 1488:. 1465:. 1455:. 1447:. 1435:. 1431:. 1408:. 1398:. 1388:30 1386:. 1382:. 1359:. 1349:. 1339:44 1337:. 1333:. 1310:. 1296:. 1292:. 1269:. 1259:. 1247:19 1245:. 1241:. 1218:. 1208:. 1198:. 1188:12 1186:. 1182:. 1158:. 1148:. 1138:12 1136:. 1132:. 1120:^ 1106:. 1096:. 1086:32 1084:. 1080:. 1066:^ 964:4 937:No 925:No 901:No 889:No 886:No 883:No 856:3 820:0 817:No 814:No 811:No 785:, 781:, 773:, 612:No 606:No 573:4 570:No 539:No 533:No 502:No 499:4 496:No 493:No 463:4 460:No 397:No 391:No 319:No 313:No 280:3 253:No 247:No 241:No 208:4 172:3 150:, 2310:. 2296:: 2269:. 2237:: 2210:. 2186:: 2159:. 2147:: 2141:1 2111:. 2087:: 2060:. 2038:: 2011:. 1989:: 1944:. 1920:: 1912:: 1906:9 1885:. 1863:: 1836:. 1814:: 1787:. 1765:: 1757:: 1730:. 1706:: 1679:. 1657:: 1630:. 1608:: 1581:. 1557:: 1549:: 1522:. 1500:: 1473:. 1451:: 1443:: 1437:6 1416:. 1394:: 1367:. 1345:: 1318:. 1304:: 1277:. 1253:: 1226:. 1202:: 1194:: 1166:. 1144:: 1114:. 1092:: 892:0

Index

bioinformatics
guide RNAs
CRISPR/Cas
archaea
bacteria
genetic engineering
Protospacer adjacent motif (PAM)
Center for non-coding RNA in Technology and Health, University of Copenhagen
Thermo Fisher Scientific
Spanish National Center for Biotechnology
Seoul National University
Caagle
Technical University of Denmark
University of Heidelberg
Harvard University
University of Bergen
University of California, Santa Cruz
TEFOR
Zhang Lab, MIT
Database Center for Life Science
Yale
Bioconductor
Desktop Genetics
GuideScan
CSIRO
EMBL-ABR
Thomas Jefferson University
mRNA
exons
unspliced

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