{"id":3189,"date":"2016-11-22T14:58:35","date_gmt":"2016-11-22T14:58:35","guid":{"rendered":"http:\/\/www.blopig.com\/blog\/?p=3189"},"modified":"2016-11-22T14:58:35","modified_gmt":"2016-11-22T14:58:35","slug":"end-of-an-era","status":"publish","type":"post","link":"https:\/\/www.blopig.com\/blog\/2016\/11\/end-of-an-era\/","title":{"rendered":"End of an era?"},"content":{"rendered":"<h3><strong><span style=\"text-decoration: underline\">The Era of Crystallography ends&#8230;<\/span><\/strong><\/h3>\n<p>For over <a href=\"http:\/\/www.nature.com\/news\/crystallography-atomic-secrets-1.14608\">100 years<\/a>, crystallography has been used to determine the atom arrangements\u00a0of\u00a0molecules; specifically, it has become the workhorse of routine macromolecular structure solution, being responsible for <a href=\"http:\/\/www.rcsb.org\/pdb\/statistics\/holdings.do\">over 90% of the atomic structures in the PDB<\/a>. Whilst this achievement\u00a0is impressive,\u00a0in some ways\u00a0it has come around despite the\u00a0crystallographic method, rather than because of it&#8230;<\/p>\n<p>The problem, generally, is this: to perform crystallography, you need crystals. Crystals\u00a0require the spontaneous assembly of billions of molecules into a regular repeated arrangement. For proteins &#8212; large, complex, irregularly shaped molecules &#8212; this is not generally\u00a0a\u00a0natural state for them to exist in, and getting a protein to crystallise can be a difficult process\u00a0(the notable exception\u00a0is\u00a0Lysozyme, which it is difficult NOT to crystallise, and there are\u00a0subsequently currently\u00a0~1700 crystal structures of it in the PDB). Determining the conditions under which proteins will crystallise requires <a href=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/S1046202304001094\">extensive screening<\/a>: placing\u00a0the protein into a variety of difference solutions, in the hope that in one of these, the protein will spontaneously self-assemble into (robust, homogeneous) crystals. As for membrane proteins, which&#8230; exist in membranes, crystallisation solutions are sort of <a href=\"http:\/\/scripts.iucr.org\/cgi-bin\/paper?S2053230X14026843\">ridiculous<\/a>\u00a0(clever, but ridiculous).<\/p>\n<p>But\u00a0even once a crystal is obtained (and assuming it is a &#8220;good&#8221; well-diffracting crystal), diffraction experiments alone are generally\u00a0not enough to determine the atomic structure\u00a0of the crystal. In a crystallographic experiment, only half of the data required to solve the structure of the crystal is measured &#8212; the amplitudes. The other half of the data &#8212; the phases &#8212; are\u00a0not measured. This constitutes the &#8220;<a href=\"http:\/\/journals.iucr.org\/d\/issues\/2003\/11\/00\/ba5050\/\">phase problem<\/a>&#8221; of crystallography, and &#8220;causes some problems&#8221;: developing methods to solve the phase problem is essentially <a href=\"http:\/\/journals.iucr.org\/d\/issues\/2016\/03\/00\/\">a field of its own<\/a>.<\/p>\n<h3><strong><span style=\"text-decoration: underline\">&#8230;and the Era of\u00a0Cryo-Electron Microscopy begins<\/span><\/strong><\/h3>\n<p>Cryo-electron microscopy (cryo-EM; primers\u00a0<a href=\"http:\/\/www.nature.com\/nmeth\/journal\/v13\/n1\/full\/nmeth.3700.html\">here<\/a>\u00a0and\u00a0<a href=\"https:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC4409659\/\">here<\/a>), circumnavigates both of the\u00a0problems with crystallography described above (although of course it has some of its own). Single-particles of the protein (or protein complex) are deposited onto grids and immobilised, removing the need for crystals altogether. Furthermore, the phases can be measured directly, removing the need to overcome\u00a0the\u00a0phase problem.<\/p>\n<p>Cryo-EM is also really good for determining the structures of large complexes, which are normally out of the reach of crystallography, and although\u00a0cryo-EM structures used to only be determined at\u00a0low resolution, this is\u00a0changing quickly with improved <a href=\"https:\/\/elifesciences.org\/content\/5\/e13046\">experimental hardware<\/a>.<\/p>\n<p>Cryo-Electron Microscopy is getting better and better every day.\u00a0For structural biologists, it seems like it&#8217;s going to be difficult to avoid it.\u00a0However, for crystallographers, don&#8217;t worry, there is <a href=\"https:\/\/www.ncbi.nlm.nih.gov\/pubmed\/27543495\">hope<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The Era of Crystallography ends&#8230; For over 100 years, crystallography has been used to determine the atom arrangements\u00a0of\u00a0molecules; specifically, it has become the workhorse of routine macromolecular structure solution, being responsible for over 90% of the atomic structures in the PDB. Whilst this achievement\u00a0is impressive,\u00a0in some ways\u00a0it has come around despite the\u00a0crystallographic method, rather than [&hellip;]<\/p>\n","protected":false},"author":21,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"nf_dc_page":"","wikipediapreview_detectlinks":true,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"ngg_post_thumbnail":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1],"tags":[],"ppma_author":[512],"class_list":["post-3189","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"authors":[{"term_id":512,"user_id":21,"is_guest":0,"slug":"nick","display_name":"Nick","avatar_url":"https:\/\/secure.gravatar.com\/avatar\/578b36ab386a19b5b0509915b0ab6e7cf2193ce737044a31fd0b3251416f07b1?s=96&d=mm&r=g","0":null,"1":"","2":"","3":"","4":"","5":"","6":"","7":"","8":""}],"_links":{"self":[{"href":"https:\/\/www.blopig.com\/blog\/wp-json\/wp\/v2\/posts\/3189","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.blopig.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.blopig.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.blopig.com\/blog\/wp-json\/wp\/v2\/users\/21"}],"replies":[{"embeddable":true,"href":"https:\/\/www.blopig.com\/blog\/wp-json\/wp\/v2\/comments?post=3189"}],"version-history":[{"count":4,"href":"https:\/\/www.blopig.com\/blog\/wp-json\/wp\/v2\/posts\/3189\/revisions"}],"predecessor-version":[{"id":3193,"href":"https:\/\/www.blopig.com\/blog\/wp-json\/wp\/v2\/posts\/3189\/revisions\/3193"}],"wp:attachment":[{"href":"https:\/\/www.blopig.com\/blog\/wp-json\/wp\/v2\/media?parent=3189"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.blopig.com\/blog\/wp-json\/wp\/v2\/categories?post=3189"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.blopig.com\/blog\/wp-json\/wp\/v2\/tags?post=3189"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.blopig.com\/blog\/wp-json\/wp\/v2\/ppma_author?post=3189"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}