{"id":1067,"date":"2018-01-16T16:52:12","date_gmt":"2018-01-16T08:52:12","guid":{"rendered":"https:\/\/www.agrinoon.com\/agriculture\/?p=1067"},"modified":"2018-01-16T16:52:12","modified_gmt":"2018-01-16T08:52:12","slug":"maize-breeding-single-reference-not-enough","status":"publish","type":"post","link":"https:\/\/www.agrinoon.com\/agriculture\/2018\/01\/16\/maize-breeding-single-reference-not-enough\/","title":{"rendered":"Maize breeding: When a single reference is not enough"},"content":{"rendered":"<p>Keywords: maize<\/p>\n<p><span style=\"color: #000000;\">Maize is amazingly diverse. A <a style=\"color: #000000;\" href=\"http:\/\/www.plantcell.org\/content\/17\/2\/343\">study <\/a>comparing genome segments from two inbred lines, for instance, revealed that half of the sequence and one-third of the gene content was not shared \u2013 that\u2019s more diversity within the species than between some other species, for example humans and chimpanzees, which exhibit more than 98 percent sequence similarity.<\/span><\/p>\n<p><span style=\"color: #000000;\">So how can researchers and commercial breeders rely upon a single reference genome to represent the genetic diversity in their germplasms? More and more scientists are deciding they cannot.<\/span><br data-filtered=\"filtered\" \/><span style=\"color: #000000;\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/img.agropages.com\/UserFiles\/FCKFile\/zkc_2018-01-16_14-51-10_183.jpg\" alt=\"\" width=\"300\" height=\"200\" align=\"right\" \/><\/span><\/p>\n<p><span style=\"color: #000000;\">At DuPont Pioneer, where DNA sequencing is paramount for R&amp;D to reveal the genetic basis for traits of interest in a variety of commercial crops, an ambitious project has begun: A pan-genome reference collection based on high-speed, high throughput SMRT Sequencing and assembly.<\/span><\/p>\n<p><span style=\"color: #000000;\">As described in <a style=\"color: #000000;\" href=\"http:\/\/www.pacb.com\/wp-content\/uploads\/Case-Study-Plant-and-Animal-Sciences_Pioneering-a-Pan-Genome-Reference-Collection.pdf\">this case study<\/a>, the company has developed a way to assemble high-quality reference genomes in one month. It has started to create them for several of their own elite breeding lines, as well as select wild strains.<\/span><\/p>\n<p><span style=\"color: #000000;\">Having multiple genome assemblies of the same high standard for several genotypes will be increasingly important as researchers try to achieve a greater understanding of the impacts of structural variation on plant genomes, says Research Scientist Kevin Fengler, of the Data Science and Informatics group at DuPont Pioneer.<\/span><\/p>\n<p><span style=\"color: #000000;\">\u201cWe want to focus on true structural variation. And we have confidence in the new discoveries we find in these genomes,\u201d he adds. \u201cUntil now, focusing on one reference genome has limited our view. We are just beginning to explore what we have been missing all along.\u201d<\/span><\/p>\n<h4><span style=\"color: #000000;\"><strong>Multiple Benefits<\/strong><\/span><\/h4>\n<p><span style=\"color: #000000;\">From commercialization to crop improvement to answering basic questions about biology, generating and analyzing multiple reference genomes has myriad benefits in a variety of lab settings.<\/span><\/p>\n<p><span style=\"color: #000000;\">\u201cIt has become clear that one single genome is not enough to represent the huge amount of variation in rice genomes,\u201d writes Zhi-Kang Li of the Chinese Academy of Agricultural Sciences <a style=\"color: #000000;\" href=\"https:\/\/www.nature.com\/articles\/sdata2017195#t2\">in this recent Nature Scientific Data paper<\/a> about the assembly of an early-mature japonica rice genome.<\/span><br data-filtered=\"filtered\" \/><span style=\"color: #000000;\">Rod Wing of the Arizona Genomics Institute agrees. He is aiming to build high-quality reference genomes for 23 additional species of rice using SMRT Sequencing. Beyond providing highly accurate, long-read sequence data, Wing said the PacBio platform is also useful for full-length RNA sequencing and its ability to characterize the methylome. As he notes in <a style=\"color: #000000;\" href=\"http:\/\/www.pacb.com\/blog\/arizona-scientists-deploy-bac-expertise-smrt-sequencing-crop-genomes\/\">this blog post<\/a> and <a style=\"color: #000000;\" href=\"http:\/\/www.pacb.com\/wp-content\/uploads\/agi-rod-wing-corelab.pdf\">case study<\/a>, he can take rice tissues at several developmental stages and under many different environmental conditions, isolate RNA, and do Iso-Seq analysis on those samples to enable whole plant transcriptome analysis, which could help the community map gene networks.<\/span><\/p>\n<p><span style=\"color: #000000;\">Other researchers are also eager to expand their set of references:<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">At CROPS 2017, a three-day event focused on genomic technologies and their use in crop improvement and breeding programs, Jeremy Schmutz of the HudsonAlpha Institute for Biotechnology and the Joint Genome Institute, discussed his use of PacBio SMRT Sequencing to create several cotton genomes as well as Brachypodium, peanut, sorghum, and more. As he notes in <a style=\"color: #000000;\" href=\"http:\/\/www.pacb.com\/blog\/crops-2017-smrt-sequencing-powers-reference-plant-genome-assemblies\/\">this blog post<\/a>, SMRT Sequencing has been successful even for very challenging plant genomes with highly repetitive elements, GC-rich regions, areas of high and low complexity, and of varying degrees of ploidy.<\/span><br data-filtered=\"filtered\" \/><span style=\"color: #000000;\">\u00a0<\/span><\/li>\n<li><span style=\"color: #000000;\">Grapes are getting a thorough cataloging, thanks to the efforts of the Cantu Lab at the University of California, Davis. His colleague, Steve Knapp, is also leading efforts to expand the selection of reference genome assemblies for strawberries.<\/span><br data-filtered=\"filtered\" \/><span style=\"color: #000000;\">\u00a0<\/span><\/li>\n<li><span style=\"color: #000000;\">There is also a pressing need to add to the germplasm of the world\u2019s most valuable plant: Coffee. As noted in <a style=\"color: #000000;\" href=\"http:\/\/www.pacb.com\/wp-content\/uploads\/large-genomes-case-study-pag2016.pdf\">this case study<\/a>, there are about 100 species in the Coffea genus. But the particular strains cultivated to produce coffee \u2014 a market valued at $90 billion \u2014 have very little genetic diversity. She quested to address disease and climate pressures that threaten the plant. Cornell University researcher Marcela Yepes has begun to create new references for several varieties, starting with<em> Coffea Arabica<\/em> and <em>Coffea eugenioides<\/em>.<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">We are looking forward to hearing about additional efforts to expand the reference genome library at the ongoing Plant and Animal Genome XXVI Conference. Look out for PacBio at PAG conference, and swing by booth 418 to say hi. We will also be hosting a<a style=\"color: #000000;\" href=\"http:\/\/programs.pacificbiosciences.com\/l\/1652\/2017-11-20\/3vvp1l\"> half-day informatics conference<\/a> on Wednesday, Jan. 17.<\/span><\/p>\n<div class=\"toolbtns tl\">\n<div class=\"p-source c-999 cb fr pt5\"><span style=\"color: #000000;\"><strong>Source<\/strong>: <a class=\"c-orange\" style=\"color: #000000;\" href=\"http:\/\/news.agropages.com\/Media\/MediaIndex-4233.htm\" target=\"_blank\" rel=\"noopener noreferrer\">Pacific Biosciences of California<\/a><\/span><\/div>\n<\/div>\n<div class=\"pcfeed-tit mb5 mt5 pl20\"><span style=\"color: #000000;\">\u00a0<\/span><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Keywords: maize Maize is amazingly diverse. A study comparing genome segments from two inbred lines, for instance, revealed that half of the sequence and one-third of the gene content was not shared \u2013 that\u2019s more diversity within the species than between some other species, for example humans and chimpanzees, which exhibit more than 98 percent&hellip; <a class=\"more-link\" href=\"https:\/\/www.agrinoon.com\/agriculture\/2018\/01\/16\/maize-breeding-single-reference-not-enough\/\">Continue reading <span class=\"screen-reader-text\">Maize breeding: When a single reference is not enough<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[17],"tags":[],"class_list":["post-1067","post","type-post","status-publish","format-standard","hentry","category-industry-news","entry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Maize breeding: When a single reference is not enough - agrinoon<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.agrinoon.com\/agriculture\/2018\/01\/16\/maize-breeding-single-reference-not-enough\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Maize breeding: When a single reference is not enough - agrinoon\" \/>\n<meta property=\"og:description\" content=\"Keywords: maize Maize is amazingly diverse. A study comparing genome segments from two inbred lines, for instance, revealed that half of the sequence and one-third of the gene content was not shared \u2013 that\u2019s more diversity within the species than between some other species, for example humans and chimpanzees, which exhibit more than 98 percent&hellip; Continue reading Maize breeding: When a single reference is not enough\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.agrinoon.com\/agriculture\/2018\/01\/16\/maize-breeding-single-reference-not-enough\/\" \/>\n<meta property=\"og:site_name\" content=\"agrinoon\" \/>\n<meta property=\"article:published_time\" content=\"2018-01-16T08:52:12+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/img.agropages.com\/UserFiles\/FCKFile\/zkc_2018-01-16_14-51-10_183.jpg\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.agrinoon.com\/agriculture\/2018\/01\/16\/maize-breeding-single-reference-not-enough\/\",\"url\":\"https:\/\/www.agrinoon.com\/agriculture\/2018\/01\/16\/maize-breeding-single-reference-not-enough\/\",\"name\":\"Maize breeding: When a single reference is not enough - agrinoon\",\"isPartOf\":{\"@id\":\"https:\/\/www.agrinoon.com\/agriculture\/#website\"},\"datePublished\":\"2018-01-16T08:52:12+00:00\",\"dateModified\":\"2018-01-16T08:52:12+00:00\",\"author\":{\"@id\":\"https:\/\/www.agrinoon.com\/agriculture\/#\/schema\/person\/535254a24a4e1135afec5bcc244a5a8c\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.agrinoon.com\/agriculture\/2018\/01\/16\/maize-breeding-single-reference-not-enough\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.agrinoon.com\/agriculture\/2018\/01\/16\/maize-breeding-single-reference-not-enough\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.agrinoon.com\/agriculture\/2018\/01\/16\/maize-breeding-single-reference-not-enough\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.agrinoon.com\/agriculture\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Maize breeding: When a single reference is not enough\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.agrinoon.com\/agriculture\/#website\",\"url\":\"https:\/\/www.agrinoon.com\/agriculture\/\",\"name\":\"agrinoon\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.agrinoon.com\/agriculture\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.agrinoon.com\/agriculture\/#\/schema\/person\/535254a24a4e1135afec5bcc244a5a8c\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.agrinoon.com\/agriculture\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/727d38bbce271274ba21a10196f68d0e97dc7f36482cf2ddd1a056ba4ac20386?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/727d38bbce271274ba21a10196f68d0e97dc7f36482cf2ddd1a056ba4ac20386?s=96&d=mm&r=g\",\"caption\":\"admin\"},\"sameAs\":[\"http:\/\/s691948366.onlinehome.us\/demo\/agrinoon\"],\"url\":\"https:\/\/www.agrinoon.com\/agriculture\/author\/admin\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Maize breeding: When a single reference is not enough - agrinoon","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.agrinoon.com\/agriculture\/2018\/01\/16\/maize-breeding-single-reference-not-enough\/","og_locale":"en_US","og_type":"article","og_title":"Maize breeding: When a single reference is not enough - agrinoon","og_description":"Keywords: maize Maize is amazingly diverse. A study comparing genome segments from two inbred lines, for instance, revealed that half of the sequence and one-third of the gene content was not shared \u2013 that\u2019s more diversity within the species than between some other species, for example humans and chimpanzees, which exhibit more than 98 percent&hellip; Continue reading Maize breeding: When a single reference is not enough","og_url":"https:\/\/www.agrinoon.com\/agriculture\/2018\/01\/16\/maize-breeding-single-reference-not-enough\/","og_site_name":"agrinoon","article_published_time":"2018-01-16T08:52:12+00:00","og_image":[{"url":"https:\/\/img.agropages.com\/UserFiles\/FCKFile\/zkc_2018-01-16_14-51-10_183.jpg"}],"author":"admin","twitter_card":"summary_large_image","twitter_misc":{"Written by":"admin","Est. reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.agrinoon.com\/agriculture\/2018\/01\/16\/maize-breeding-single-reference-not-enough\/","url":"https:\/\/www.agrinoon.com\/agriculture\/2018\/01\/16\/maize-breeding-single-reference-not-enough\/","name":"Maize breeding: When a single reference is not enough - agrinoon","isPartOf":{"@id":"https:\/\/www.agrinoon.com\/agriculture\/#website"},"datePublished":"2018-01-16T08:52:12+00:00","dateModified":"2018-01-16T08:52:12+00:00","author":{"@id":"https:\/\/www.agrinoon.com\/agriculture\/#\/schema\/person\/535254a24a4e1135afec5bcc244a5a8c"},"breadcrumb":{"@id":"https:\/\/www.agrinoon.com\/agriculture\/2018\/01\/16\/maize-breeding-single-reference-not-enough\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.agrinoon.com\/agriculture\/2018\/01\/16\/maize-breeding-single-reference-not-enough\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.agrinoon.com\/agriculture\/2018\/01\/16\/maize-breeding-single-reference-not-enough\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.agrinoon.com\/agriculture\/"},{"@type":"ListItem","position":2,"name":"Maize breeding: When a single reference is not enough"}]},{"@type":"WebSite","@id":"https:\/\/www.agrinoon.com\/agriculture\/#website","url":"https:\/\/www.agrinoon.com\/agriculture\/","name":"agrinoon","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.agrinoon.com\/agriculture\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/www.agrinoon.com\/agriculture\/#\/schema\/person\/535254a24a4e1135afec5bcc244a5a8c","name":"admin","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.agrinoon.com\/agriculture\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/727d38bbce271274ba21a10196f68d0e97dc7f36482cf2ddd1a056ba4ac20386?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/727d38bbce271274ba21a10196f68d0e97dc7f36482cf2ddd1a056ba4ac20386?s=96&d=mm&r=g","caption":"admin"},"sameAs":["http:\/\/s691948366.onlinehome.us\/demo\/agrinoon"],"url":"https:\/\/www.agrinoon.com\/agriculture\/author\/admin\/"}]}},"_links":{"self":[{"href":"https:\/\/www.agrinoon.com\/agriculture\/wp-json\/wp\/v2\/posts\/1067","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.agrinoon.com\/agriculture\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.agrinoon.com\/agriculture\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.agrinoon.com\/agriculture\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.agrinoon.com\/agriculture\/wp-json\/wp\/v2\/comments?post=1067"}],"version-history":[{"count":0,"href":"https:\/\/www.agrinoon.com\/agriculture\/wp-json\/wp\/v2\/posts\/1067\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.agrinoon.com\/agriculture\/wp-json\/wp\/v2\/media?parent=1067"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.agrinoon.com\/agriculture\/wp-json\/wp\/v2\/categories?post=1067"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.agrinoon.com\/agriculture\/wp-json\/wp\/v2\/tags?post=1067"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}