{"id":125,"date":"2018-01-24T09:00:52","date_gmt":"2018-01-24T00:00:52","guid":{"rendered":"http:\/\/en.journal.chitose-bio.com\/?p=125"},"modified":"2019-02-12T16:43:13","modified_gmt":"2019-02-12T07:43:13","slug":"what_is_nbd","status":"publish","type":"post","link":"https:\/\/journal.chitose-bio.com\/en\/what_is_nbd\/","title":{"rendered":"Find out the meaning of data from a biologist&#8217;s viewpoint &#8211; about Nihon BioData Corporation-"},"content":{"rendered":"<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-185\" src=\"http:\/\/journal.chitose-bio.com\/en\/wp-content\/uploads\/sites\/2\/2018\/01\/43390d334e4b839599f5aa15af48ee4a-1024x749.jpg\" alt=\"\" width=\"1024\" height=\"749\" srcset=\"https:\/\/journal.chitose-bio.com\/en\/wp-content\/uploads\/sites\/2\/2018\/01\/43390d334e4b839599f5aa15af48ee4a-1024x749.jpg 1024w, https:\/\/journal.chitose-bio.com\/en\/wp-content\/uploads\/sites\/2\/2018\/01\/43390d334e4b839599f5aa15af48ee4a-300x220.jpg 300w, https:\/\/journal.chitose-bio.com\/en\/wp-content\/uploads\/sites\/2\/2018\/01\/43390d334e4b839599f5aa15af48ee4a-768x562.jpg 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\n<p><span style=\"font-weight: 400\">Members of Nihon BioData Corporation (hereinafter referred to as NBD) creates a strikingly \u00a0unique atmosphere in the Chitose Group Office. I often hear their voices engaging in vigorous debate in the office, and they use a lot of loanwords and technical jargons so what they say usually sounds greek to me.<\/span><\/p>\n<p><span style=\"font-weight: 400\">In short, NBD is a &#8220;bioinformatics&#8221; company. NBD has been a mysterious organization for me since I have never deeply thought about what we can do with &#8220;bioinformatics&#8221;. I think that even among Chitose&#8217;s members, only a few can tell you what exactly NBD is doing.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Thus, in this article, I will dig deep into NBD and the current situation surrounding bioinformatics.<\/span><\/p>\n<p><span class=\"small\"><span style=\"font-weight: 400\">Note: In this article, you will see the expression &#8220;wet&#8221; and &#8220;dry&#8221;. Theory and computer analysis are expressed as &#8220;dry&#8221; research, while biological experiments as &#8220;wet&#8221; research.<\/span>\u00a0<\/span><\/p>\n<h2><b>History of the birth of NBD<\/b><\/h2>\n<p><span style=\"font-weight: 400\">Ogata has been working as a &#8220;wet&#8221; researcher at Tokyo University of Agriculture and Technology. While continuing his research for the doctoral thesis, he came across the need to analyze a large amount of data obtained by a Next Generation Sequencer (hereinafter referred to as NGS*).<\/span><br \/>\n<span class=\"small\"><span style=\"font-weight: 400\">*Next Generation Sequencer (NGS): A device that determines the accurate order of nucleotides along chromosomes and genomes at high speed<\/span><\/span><\/p>\n<p><span style=\"font-weight: 400\">After he spoke to many people who make a living as a bioinformatician, he became keenly aware that there is no one in Japan who can analyze biological big data.<\/span><\/p>\n<p><span style=\"font-weight: 400\">As from what he has learnt, through self-education he has acquired knowledge of statistics, programming and information science, and started providing analysis services as a student venture since 2012. In addition, he obtained his doctorate in a research of biological big data analysis using NGS for the first time in Japan.<\/span><\/p>\n<p><span style=\"font-weight: 400\">In 2013, he established &#8220;Nihon BioData Corporation&#8221;, and became a part of Chitose Group the same year.<\/span><\/p>\n<h2><b>Bioinformatician that understands living organisms<\/b><\/h2>\n<p><span style=\"font-weight: 400\">All NBD members have a similar background, where they found a necessity \u00a0to analyze information and acquired knowledge about bioinformatics through self-education while doing &#8220;wet&#8221; research. \u00a0All members are experienced with publishing papers, filing a patent application for their own research associated with biological big data analysis, and capable of grasping the overall picture of research that needs data analysis. These may be the biggest reasons that distinguish NBD from other bioinformatics company.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Bioinformatics is not just about looking at &#8220;data&#8221;. It is about visualizing and objectifying the data, which is, the nature of living organisms behind the enumeration of letters. That is, looking into the &#8220;living organisms&#8221; itself.<\/span><\/p>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-146 size-large\" src=\"http:\/\/journal.chitose-bio.com\/en\/wp-content\/uploads\/sites\/2\/2017\/12\/IMG_7341-2-1024x683.jpg\" alt=\"\" width=\"1024\" height=\"683\" srcset=\"https:\/\/journal.chitose-bio.com\/en\/wp-content\/uploads\/sites\/2\/2017\/12\/IMG_7341-2-1024x683.jpg 1024w, https:\/\/journal.chitose-bio.com\/en\/wp-content\/uploads\/sites\/2\/2017\/12\/IMG_7341-2-300x200.jpg 300w, https:\/\/journal.chitose-bio.com\/en\/wp-content\/uploads\/sites\/2\/2017\/12\/IMG_7341-2-768x512.jpg 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\n<p><span style=\"font-weight: 400\">Individuals who have mastered the true &#8220;bioinformatics&#8221;, which is a combination \u00a0of two studies: &#8220;biology&#8221; and &#8220;information science&#8221;, can only grow in the environment where researchers feel the necessity of information analysis and acquired the techniques through self-education like the NBD members.<\/span><\/p>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-140 size-large\" src=\"http:\/\/journal.chitose-bio.com\/en\/wp-content\/uploads\/sites\/2\/2017\/12\/0203cd44cb5061b4187200c7c126d926-1024x683.jpg\" alt=\"\" width=\"1024\" height=\"683\" srcset=\"https:\/\/journal.chitose-bio.com\/en\/wp-content\/uploads\/sites\/2\/2017\/12\/0203cd44cb5061b4187200c7c126d926-1024x683.jpg 1024w, https:\/\/journal.chitose-bio.com\/en\/wp-content\/uploads\/sites\/2\/2017\/12\/0203cd44cb5061b4187200c7c126d926-300x200.jpg 300w, https:\/\/journal.chitose-bio.com\/en\/wp-content\/uploads\/sites\/2\/2017\/12\/0203cd44cb5061b4187200c7c126d926-768x512.jpg 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\n<p><span style=\"font-weight: 400\">Indeed, \u00a0the number of people who systematically learned bioinformatics still seems to be small in the market, which is almost the same situation as 5 years ago, when NBD members including Ogata were students.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Since Ogata felt a sense of danger in delegating data analysis to &#8220;dry&#8221; researchers, since it would mean giving up the viewpoint of interpretation, in 2011 he \u00a0wrote a free digital book &#8220;Next Generation Sequence Data Analysis that you can try at Home with a MacBook &#8220;, in the hope of a future where more &#8220;wet&#8221; researchers will start analyzing NGS data.<br \/>\n<a href=\"http:\/\/nbiodata.com\/contents\/ouchi\/\" target=\"_blank\" rel=\"noopener\">http:\/\/nbiodata.com\/contents\/ouchi\/<\/a><br \/>\n<\/span><\/p>\n<p><span style=\"font-weight: 400\">Last year, NBD provided an on-site bioinformatics training seminar for beginners, \u00a0which was hosted by JOHOKIKO Co., Ltd.. I heard that the seminar received many positive feedback from participants \u00a0since they could learn bioinformatics in a practical manner.<\/span><\/p>\n<figure id=\"attachment_141\" aria-describedby=\"caption-attachment-141\" style=\"width: 1024px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-141 size-large\" src=\"http:\/\/journal.chitose-bio.com\/en\/wp-content\/uploads\/sites\/2\/2017\/12\/e5b06d4d1aac8c4a22c1896283f7eb7d-1024x656.jpg\" alt=\"\" width=\"1024\" height=\"656\" srcset=\"https:\/\/journal.chitose-bio.com\/en\/wp-content\/uploads\/sites\/2\/2017\/12\/e5b06d4d1aac8c4a22c1896283f7eb7d-1024x656.jpg 1024w, https:\/\/journal.chitose-bio.com\/en\/wp-content\/uploads\/sites\/2\/2017\/12\/e5b06d4d1aac8c4a22c1896283f7eb7d-300x192.jpg 300w, https:\/\/journal.chitose-bio.com\/en\/wp-content\/uploads\/sites\/2\/2017\/12\/e5b06d4d1aac8c4a22c1896283f7eb7d-768x492.jpg 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption id=\"caption-attachment-141\" class=\"wp-caption-text\"><span style=\"font-weight: 400\">Hope they are taking advantage of what they have learned at this seminar.<\/span><\/figcaption><\/figure>\n<p>&nbsp;<\/p>\n<h2><b>Unfortunate reality surrounding biological big data analysis<\/b><\/h2>\n<p><span style=\"font-weight: 400\">Needless to say, researches have a &#8220;purpose&#8221; in research, and to achieve the \u2018purpose\u2019, \u00a0what kind of &#8220;means&#8221; should be taken must be considered. Biological big data analysis is also a &#8220;means&#8221; to achieve &#8220;purpose&#8221;, however, it is common to see cases where biological big data analysis is carried out without considering any &#8220;purpose&#8221;.<\/span><\/p>\n<p><span style=\"font-weight: 400\">One of the reasons is that research support for biological big data analysis has increased, since NGS began to spread rapidly in Japan \u00a0from around 2010. Biological big data analysis became a &#8220;purpose&#8221; rather than a &#8220;means&#8221; when researchers could obtain money and it started \u00a0to seem like cool thing to do. <\/span><\/p>\n<figure id=\"attachment_145\" aria-describedby=\"caption-attachment-145\" style=\"width: 1024px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"size-large wp-image-145\" src=\"http:\/\/journal.chitose-bio.com\/en\/wp-content\/uploads\/sites\/2\/2017\/12\/NGS-2-1024x683.jpg\" alt=\"\" width=\"1024\" height=\"683\" srcset=\"https:\/\/journal.chitose-bio.com\/en\/wp-content\/uploads\/sites\/2\/2017\/12\/NGS-2-1024x683.jpg 1024w, https:\/\/journal.chitose-bio.com\/en\/wp-content\/uploads\/sites\/2\/2017\/12\/NGS-2-300x200.jpg 300w, https:\/\/journal.chitose-bio.com\/en\/wp-content\/uploads\/sites\/2\/2017\/12\/NGS-2-768x512.jpg 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption id=\"caption-attachment-145\" class=\"wp-caption-text\"><span style=\"font-weight: 400\">Next generation sequencer (NGS)<\/span><\/figcaption><\/figure>\n<p><span style=\"font-weight: 400\">However, it is not possible to obtain any useful information when you practice data analysis without considering the purpose of what you want to know. In &#8220;bioinformatics&#8221;, experimental design according to the purpose must be considered first. If the pieces are not perfect, the puzzle will never be completed. In order to understand what the picture of the puzzle means, knowledge of biology is necessary. Such way of thinking is more like common sense for NBD people, but it does not seem to apply to the people in the world yet.<\/span><\/p>\n<p><span style=\"font-weight: 400\">There is still a lack of researchers that are capable of handling biological big data in \u00a0biological laboratories. Therefore, many researchers outsource their whole big data analysis by using their research budget. \u00a0And what they will get is finding themselves in a maze made from a pile of results with no biological interpretation. Dr. Sydney Brenner, a South African biologist \u00a0who won a 2002 Nobel prize in Physiology and Medicine Laureate, ridiculed such a situation as &#8220;low-input, high-throughput, no-output biology&#8221;.<\/span><\/p>\n<figure id=\"attachment_118\" aria-describedby=\"caption-attachment-118\" style=\"width: 400px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-118 size-full\" src=\"http:\/\/journal.chitose-bio.com\/en\/wp-content\/uploads\/sites\/2\/2017\/11\/EMLederberg_GStent_SBrenner_JLederberg_1965_wiki.jpg\" alt=\"\" width=\"400\" height=\"355\" srcset=\"https:\/\/journal.chitose-bio.com\/en\/wp-content\/uploads\/sites\/2\/2017\/11\/EMLederberg_GStent_SBrenner_JLederberg_1965_wiki.jpg 400w, https:\/\/journal.chitose-bio.com\/en\/wp-content\/uploads\/sites\/2\/2017\/11\/EMLederberg_GStent_SBrenner_JLederberg_1965_wiki-300x266.jpg 300w\" sizes=\"auto, (max-width: 400px) 100vw, 400px\" \/><figcaption id=\"caption-attachment-118\" class=\"wp-caption-text\">Sydney Brenner pictured in 1965 (The second person from the right).<\/figcaption><\/figure>\n<p style=\"text-align: right\"><span class=\"small\">Photo by <a href=\"https:\/\/commons.wikimedia.org\/wiki\/File:EMLederberg_GStent_SBrenner_JLederberg_1965_wiki.jpg\" target=\"_blank\" rel=\"noopener\">EMLederberg GStent SBrenner JLederberg 1965 wiki<\/a>\/CC by 3.0<\/span><\/p>\n<h2><b>What can NBD do?<\/b><\/h2>\n<p><b>&#8220;Find out the meaning of data from a biologist\u2019s viewpoint.&#8221;<br \/>\n<\/b><span style=\"font-weight: 400\">This is &#8220;bioinformatics&#8221; defined by NBD.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Analyzing technology makes it possible to describe complicated phenomena that cannot be recognized by direct observation of living organisms, and captures the nature of data by expanding the receptor. To do so, using only &#8220;data&#8221; provided by clients is not sufficient. If you do not understand the whole picture of the research including data analysis, you cannot even judge whether the data \u00a0is a complete puzzle piece , nor can you complete the puzzle nor interpret the picture that could be seen from it.<\/span><\/p>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-142\" src=\"http:\/\/journal.chitose-bio.com\/en\/wp-content\/uploads\/sites\/2\/2017\/12\/2878a301760c8326ea583224dc630446-1024x683.jpg\" alt=\"\" width=\"1024\" height=\"683\" srcset=\"https:\/\/journal.chitose-bio.com\/en\/wp-content\/uploads\/sites\/2\/2017\/12\/2878a301760c8326ea583224dc630446-1024x683.jpg 1024w, https:\/\/journal.chitose-bio.com\/en\/wp-content\/uploads\/sites\/2\/2017\/12\/2878a301760c8326ea583224dc630446-300x200.jpg 300w, https:\/\/journal.chitose-bio.com\/en\/wp-content\/uploads\/sites\/2\/2017\/12\/2878a301760c8326ea583224dc630446-768x512.jpg 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\n<p><span style=\"font-weight: 400\">Other major bioinformatics companies usually refuse orders in irregular form. On the other hand, NBD have never had such a regular form. NBD fully customizes methods for analysis every time depending on the client and their purpose. If they do not have a way of expressing, they create their own. Since then, \u00a0they have received so many inquiries which were rejected by other bioinformatics companies.<\/span><\/p>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-143\" src=\"http:\/\/journal.chitose-bio.com\/en\/wp-content\/uploads\/sites\/2\/2017\/12\/824419eacb96a89a2f878e011fbc824f-1024x683.jpg\" alt=\"\" width=\"1024\" height=\"683\" srcset=\"https:\/\/journal.chitose-bio.com\/en\/wp-content\/uploads\/sites\/2\/2017\/12\/824419eacb96a89a2f878e011fbc824f-1024x683.jpg 1024w, https:\/\/journal.chitose-bio.com\/en\/wp-content\/uploads\/sites\/2\/2017\/12\/824419eacb96a89a2f878e011fbc824f-300x200.jpg 300w, https:\/\/journal.chitose-bio.com\/en\/wp-content\/uploads\/sites\/2\/2017\/12\/824419eacb96a89a2f878e011fbc824f-768x512.jpg 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\n<h2><b>Sense the nature of \u00a0living organisms<\/b><\/h2>\n<p><span style=\"font-weight: 400\">To write this article, I talked a lot with the NBD members. I heard many complicated ideas, and sometimes my head was filled with many questions. But I noticed one simple thing through the conversation with them. They have one very pure and absolute motivation: <\/span><b>&#8220;I want to know about living organisms no matter what&#8221;<\/b><span style=\"font-weight: 400\">. I thought that might be the strength of NBD.<\/span><\/p>\n<p><b>Whether you are interested in &#8220;analyzing data&#8221; or in &#8220;knowing living organisms themselves&#8221;, the difference between these two is great.<\/b><\/p>\n<p><span style=\"font-weight: 400\">Bioinformatics is one of the ways to get to know more about living organisms. NBD thinks that bioinformatics will not complete without capturing the nature of living organisms through the data.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Although it may sound very abstract, they are a group of members who can<\/span><b> &#8220;sense the nature of living organisms&#8221;<\/b><span style=\"font-weight: 400\">.<\/span><\/p>\n<figure id=\"attachment_186\" aria-describedby=\"caption-attachment-186\" style=\"width: 300px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-186 size-medium\" src=\"http:\/\/journal.chitose-bio.com\/en\/wp-content\/uploads\/sites\/2\/2018\/01\/92cb00c25426346d4b3217571ef2bc77-300x200.jpg\" alt=\"\" width=\"300\" height=\"200\" srcset=\"https:\/\/journal.chitose-bio.com\/en\/wp-content\/uploads\/sites\/2\/2018\/01\/92cb00c25426346d4b3217571ef2bc77-300x200.jpg 300w, https:\/\/journal.chitose-bio.com\/en\/wp-content\/uploads\/sites\/2\/2018\/01\/92cb00c25426346d4b3217571ef2bc77-768x512.jpg 768w, https:\/\/journal.chitose-bio.com\/en\/wp-content\/uploads\/sites\/2\/2018\/01\/92cb00c25426346d4b3217571ef2bc77-1024x683.jpg 1024w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><figcaption id=\"caption-attachment-186\" class=\"wp-caption-text\"><span style=\"font-weight: 400\">Spinning Ogata (the President of NBD)<\/span><\/figcaption><\/figure>\n<hr \/>\n<p><span style=\"font-weight: 400\">\u25b7Click <\/span><a href=\"http:\/\/nbiodata.com\/\"><span style=\"font-weight: 400\">here<\/span> <span style=\"font-weight: 400\">for Nihon BioData website<\/span><\/a>\u00a0(Japanese Only)<br \/>\n<span style=\"font-weight: 400\">\u25b7Click <\/span><a href=\"https:\/\/twitter.com\/search?q=%E6%97%A5%E6%9C%AC%E3%83%90%E3%82%A4%E3%82%AA%E3%83%87%E3%83%BC%E3%82%BF&amp;src=typd&amp;lang=ja\"><span style=\"font-weight: 400\">here<\/span><span style=\"font-weight: 400\"> for Twitter<\/span><\/a><\/p>\n<hr \/>\n<p>&nbsp;<\/p>\n<p><span style=\"vertical-align: inherit\"><span style=\"vertical-align: inherit\">Photos by\uff1a\u00a0<\/span><\/span><a href=\"http:\/\/journal.chitose-bio.com\/en\/author\/chitose-journal\/\" target=\"_blank\" rel=\"noopener\"><span style=\"vertical-align: inherit\"><span style=\"vertical-align: inherit\">Yu Deguchi<\/span><\/span><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Members of Nihon BioData Corporation (hereinafter referred to as NBD) creates a strikingly \u00a0unique atmosphere<\/p>\n","protected":false},"author":3,"featured_media":185,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[1],"tags":[27,26],"class_list":{"0":"post-125","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-activity","8":"tag-bioinformatics","9":"tag-nihon-biodata","10":"one-column","11":"ar-one-column","12":"au-one-column"},"category_name":"ACTIVITY","featured_image":{"src":"https:\/\/journal.chitose-bio.com\/en\/wp-content\/uploads\/sites\/2\/2018\/01\/43390d334e4b839599f5aa15af48ee4a-1024x749.jpg","width":1024,"height":749},"_links":{"self":[{"href":"https:\/\/journal.chitose-bio.com\/en\/wp-json\/wp\/v2\/posts\/125","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/journal.chitose-bio.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/journal.chitose-bio.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/journal.chitose-bio.com\/en\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/journal.chitose-bio.com\/en\/wp-json\/wp\/v2\/comments?post=125"}],"version-history":[{"count":29,"href":"https:\/\/journal.chitose-bio.com\/en\/wp-json\/wp\/v2\/posts\/125\/revisions"}],"predecessor-version":[{"id":877,"href":"https:\/\/journal.chitose-bio.com\/en\/wp-json\/wp\/v2\/posts\/125\/revisions\/877"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/journal.chitose-bio.com\/en\/wp-json\/wp\/v2\/media\/185"}],"wp:attachment":[{"href":"https:\/\/journal.chitose-bio.com\/en\/wp-json\/wp\/v2\/media?parent=125"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/journal.chitose-bio.com\/en\/wp-json\/wp\/v2\/categories?post=125"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/journal.chitose-bio.com\/en\/wp-json\/wp\/v2\/tags?post=125"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}