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\u5fae\u751f\u7269\u57f9\u5730\u7d44\u6210\u306e\u6700\u9069\u5316<\/h2>\n\n\n\n

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\"\"<\/figure>\n\n\n\n

\u56f31. \u30d0\u30a4\u30aa\u30d7\u30ed\u30bb\u30b9\u958b\u767a\u306b\u304a\u3051\u308bAI\u652f\u63f4\u57f9\u5730\u6700\u9069\u5316\u6280\u8853\u306e\u4f4d\u7f6e\u3065\u3051<\/p>\n\n\n\n

\u95a2\u9023\u8ad6\u6587<\/p>\n\n\n\n

    \n
  1. Watanabe K., Kawai Y., Kagenishi T.<\/strong>, Chiou T-Y., Konishi M.*<\/strong>:Deep-learning-assisted medium optimization improves hyaluronic acid production by Streptococcus zooepidemicus<\/em>, J. Biosci. Bioeng.<\/strong><\/em> accepted.<\/li>\n\n\n\n
  2. \u5c0f\u897f\u6b63\u6717<\/strong>\u300c\u30d0\u30a4\u30aa\u30d5\u30a1\u30a6\u30f3\u30c9\u30ea\u306b\u304a\u3051\u308b\u5fae\u751f\u7269\u57f9\u5730\u6700\u9069\u5316\u30c4\u30fc\u30eb\u306e\u958b\u767a\u300d\u30d0\u30a4\u30aa\u30b5\u30a4\u30a8\u30f3\u30b9\u3068\u30a4\u30f3\u30c0\u30b9\u30c8\u30ea\u30fc\uff0c82(6):592-593 (2024)<\/li>\n\n\n\n
  3. Watanabe K., Chiou T-Y, Konishi M.*:<\/strong> Optimization of medium components for protein production by Escherichia coli<\/em> with a high-throughput pipeline that uses a deep neural network, J. Biosci. Bioeng., 137, 4, 304-312 (2024) https:\/\/doi.org\/10.1016\/j.jbiosc.2024.01.005<\/a><\/li>\n\n\n\n
  4. Konishi M.*:<\/strong> High cell density cultivation of Corynebacterium glutamicum<\/em> by deep learning-assisted medium design and the subsequent feeding strategy, J. Biosci. Bioeng., 137, 5, 396-402 (2024) https:\/\/doi.org\/10.1016\/j.jbiosc.2024.01.018<\/a><\/li>\n\n\n\n
  5. Kobayashi Y., Chiou T-Y, Konishi M:<\/strong> Artificial intelligence-assisted analysis reveals amino acid effects and interactions on Limosilactobacillus fermentum<\/em> growth, Biosci. Biotech. Biochem., 87, 1068\u20101076 (2023) https:\/\/doi.org\/10.1093\/bbb\/zbad083<\/a>\u30002023\u5e74\u5ea6BBB\u8ad6\u6587\u8cde<\/a><\/mark><\/strong><\/li>\n\n\n\n
  6. Yoshida K., Watanabe K., Chiou T-Y, Konishi M.*<\/strong>: Escherichia coli <\/em>protein expression using deep learning and Bayesian optimization. J. Biosci. Bioeng. 135: 127-133 (2023) https:\/\/doi.org\/10.1016\/j.jbiosc.2022.12.004<\/a> 2024\u5e74(\u7b2c32\u56de)\u751f\u7269\u5de5\u5b66\u8ad6\u6587\u8cde<\/mark><\/strong><\/a><\/li>\n<\/ol>\n\n\n\n

    \u5fae\u751f\u7269\u539f\u6599\u30d7\u30ed\u30d5\u30a1\u30a4\u30ea\u30f3\u30b0<\/h2>\n\n\n\n

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    \u3000\u5929\u7136\u7269\u7531\u6765\u539f\u6599\u306e\u5f71\u97ff\u304c\u5927\u304d\u3044\u5b9f\u7528\u30d7\u30ed\u30bb\u30b9\u306e\u89e3\u6790\u306b\u95a2\u3059\u308b\u5171\u540c\u7814\u7a76\u3067\u3001\u305d\u306e\u6709\u52b9\u6027\u3092\u691c\u8a3c\u3057\u3066\u3044\u307e\u3059\u3002\u4e00\u90e8\u306e\u5171\u540c\u7814\u7a76\u3067\u306f\u3001\u5f71\u97ff\u304c\u5927\u304d\u3044\u6210\u5206\u3092\u898b\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u3066\u3044\u307e\u3059\u3002\u6c11\u9593\u4f01\u696d\u304b\u3089\u306e\u76f8\u8ac7\u304c\u591a\u3044\u7814\u7a76\u3067\u3059\u3002<\/p>\n\n\n\n

    \"\"<\/figure>\n\n\n\n

    \u56f32. \u5929\u7136\u7269\u7531\u6765\u57f9\u5730\u6210\u5206\u306e\u7db2\u7f85\u5206\u6790\u3068\u5206\u6790\u5024\u3092\u6d3b\u7528\u3057\u305f\u512a\u308c\u305f\u5408\u6210\u57f9\u5730\u306e\u8a2d\u8a08<\/p>\n\n\n\n

    \u95a2\u9023\u7279\u8a31\u30fb\u767a\u8868<\/p>\n\n\n\n

      \n
    1. \u7279\u98582023-016849\u300c\u5408\u6210\u57f9\u5730\u306e\u88fd\u9020\u65b9\u6cd5\u3001\u5927\u8178\u83cc\u306e\u57f9\u990a\u65b9\u6cd5\u3001\u53ca\u3073\u30bf\u30f3\u30d1\u30af\u8cea\u3001\u6838\u9178\u3001\u53c8\u306f\u4ee3\u8b1d\u7269\u306e\u5408\u6210\u65b9\u6cd5\u300d\u5c0f\u897f\u6b63\u6717<\/strong>\u3001\u4e2d\u5cf6\u62d3\u90fd\u3001\u6e21\u8fba\u4e00\u6a39(\u4ee4\u548c5\u5e742\u67087\u65e5\u51fa\u9858)<\/li>\n\n\n\n
    2. \u7a32\u8449\u3000\u4f91\u548c\uff0c\u4e2d\u5cf6\u3000\u62d3\u90fd\uff0c\u6e21\u8fba\u3000\u4e00\u6a39\uff0c\u5c0f\u897f \u6b63\u6717 \uff1a\u57f9\u990a\u57fa\u6750\u5b9a\u91cf\u5206\u6790\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u305fMRS\u57f9\u5730\u306e\u5408\u6210\u57f9\u5730\u5909\u63db\uff08\u53e3\u982d\uff09\uff0c\u7b2c76\u56de\u65e5\u672c\u751f\u7269\u5de5\u5b66\u4f1a\u5927\u4f1a\uff0c\u6771\u4eac\u5de5\u696d\u5927\u5b66\uff0c\u6771\u4eac\u90fd\uff0c\u4ee4\u548c6\u5e749\u67088\uff5e10\u65e5<\/li>\n\n\n\n
    3. \u4e2d\u5cf6\u62d3\u90fd\uff0c\u90b1 \u6cf0\u745b\uff0c\u5c0f\u897f\u6b63\u6717 \u201c\u9175\u6bcd\u30a8\u30ad\u30b9\u3068\u30c8\u30ea\u30d7\u30c8\u30f3\u306e\u7db2\u7f85\u7684\u306a\u5b9a\u91cf\u5206\u6790\u3092\u6d3b\u7528\u3057\u305f\u65b0\u305f\u306a\u5408\u6210\u57f9\u5730\u8a2d\u8a08\u6226\u7565\u201d\uff08\u53e3\u982d\uff09\u7b2c75\u56de\u751f\u7269\u5de5\u5b66\u4f1a\u5927\u4f1a\uff0c\u540d\u53e4\u5c4b\u5927\u5b66\uff0c\u540d\u53e4\u5c4b\u5e02\uff0c2023\u5e749\u67083\uff5e5\u65e5<\/li>\n<\/ol>\n\n\n\n

      \u5fae\u7d30\u85fb\u985e\u5897\u6b96\u4fc3\u9032\u7d30\u83cc\u306b\u95a2\u3059\u308b\u7814\u7a76<\/h2>\n\n\n\n

      \u3000\u79c1\u305f\u3061\u306e\u7814\u7a76\u5ba4\u3067\u306f\u3001\u74b0\u5883\u5927\u5584\u682a\u5f0f\u4f1a\u793e\u304c\u5e02\u8ca9\u3057\u3066\u3044\u308b\u6db2\u4f53\u80a5\u65991<\/sup>\u304c\u3001\u30ea\u30f3\u9178\u3084\u30ab\u30ea\u30a6\u30e0\u7b49\u306e\u80a5\u6599\u6210\u5206\u304c\u3054\u304f\u308f\u305a\u304b\u3057\u304b\u542b\u307e\u308c\u3066\u3044\u306a\u3044\u306b\u3082\u95a2\u308f\u3089\u305a\u3001\u690d\u7269\u3084\u5fae\u7d30\u85fb\u985e\u306e\u5897\u6b96\u3092\u4fc3\u9032\u3059\u308b(MGPB, microalgae growth promoting bacteria)\u3053\u3068\u3092\u898b\u51fa\u3057\u3066\u3044\u307e\u3059\u3002\u305d\u3053\u3067\u3001\u3053\u306e\u6db2\u4f53\u80a5\u6599\u304b\u3089\u5fae\u7d30\u85fb\u985e\u306e\u5897\u6b96\u3092\u4fc3\u9032\u3059\u308b\u5fae\u751f\u7269\u304c\u5206\u96e2\u3067\u304d\u308b\u3068\u8003\u3048\u307e\u3057\u305f\u3002\u5c0f\u30b9\u30b1\u30fc\u30eb\u591a\u691c\u4f53\u5171\u57f9\u990a\u6cd5\u306b\u3088\u308b\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3092\u8003\u6848\u3057\u3001\u5b9f\u969b\u306bMGPB\u3092\u63a2\u7d22\u3057\u305f\u3068\u3053\u308d\u3001\u512a\u308c\u305fMGPB\u304c\u8907\u6570\u7a2e\u898b\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u3066\u3044\u307e\u3059(\u56f33)2,3<\/sup>\u3002\u5171\u751f\u6a5f\u69cb\u306e\u89e3\u660e\u3068\u4e26\u884c\u3057\u3066\u3001MGPB\u306b\u3088\u308b\u6709\u52b9\u6210\u5206\u306e\u6c7a\u5b9a\u3001\u88fd\u5264\u5316\u65b9\u6cd5\u306e\u958b\u767a\u3092\u63a8\u9032\u3057\u3066\u3044\u307e\u3059\u3002\u5fae\u751f\u7269\u9593\u306e\u5171\u751f\u6a5f\u69cb\u3092\u5de7\u307f\u306b\u5229\u7528\u3057\u305f\u30d0\u30a4\u30aa\u30d7\u30ed\u30bb\u30b9\u958b\u767a\u3078\u306e\u5c55\u958b\u3092\u76ee\u6307\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

      \"\"<\/figure>\n\n\n\n

      \u56f33. MGPB\u5206\u96e2\u65b9\u6cd5\u304a\u3088\u3073\u305d\u306e\u6027\u80fd<\/p>\n\n\n\n

      <\/p>\n\n\n\n

      \u95a2\u9023\u8ad6\u6587\u30fb\u7279\u8a31<\/p>\n\n\n\n

        \n
      1. Tan P-Y, Kato Y., Konishi M.*<\/strong>: A novel strain of the cyanobacterial growth-promoting bacterium, Rhodococcus<\/em> sp. AF2108, enhances the growth of Synechococcus elongatus<\/em>, Micorob. Envion.<\/strong><\/em> 39(4): ME24050 (2024) https:\/\/doi.org\/10.1264\/jsme2.ME24050<\/a><\/li>\n\n\n\n
      2. Kato Y., Konishi M*:<\/strong> A mature liquid fertilizer derived from cattle urine promotes Arabidopsis thaliana<\/em> growth via hormone-like responses. Biosci. Biotech. Biochem.<\/strong><\/em> 88, 1007-1018 (2024) https:\/\/doi.org\/10.1093\/bbb\/zbae080<\/a><\/li>\n\n\n\n
      3. \u7279\u98582023-000957\u300c\u5fae\u7d30\u85fb\u985e\u5897\u6b96\u4fc3\u9032\u7528\u5fae\u751f\u7269\u3001\u5fae\u7d30\u85fb\u985e\u5897\u6b96\u4fc3\u9032\u5264\u3001\u5fae\u7d30\u85fb\u985e\u306e\u57f9\u990a\u65b9\u6cd5\u3001\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u65b9\u6cd5\u300d\u5c0f\u897f\u6b63\u6717\u3001\u52a0\u85e4\u52c7\u592a\u3001\u30bf\u30f3 \u30da\u30a4\u3000\u30e6\u3001\u7aaa\u4e4b\u5185\u8aa0 (\u4ee4\u548c5\u5e741\u67086\u65e5\u51fa\u9858)<\/li>\n<\/ol>\n\n\n\n

        <\/p>\n","protected":false},"excerpt":{"rendered":"

        \u5fae\u751f\u7269\u57f9\u5730\u7d44\u6210\u306e\u6700\u9069\u5316 \u3000\u5fae\u751f\u7269\u3092\u7528\u3044\u305f\u30d0\u30a4\u30aa\u30d7\u30ed\u30bb\u30b9\u306b\u306f\u57f9\u5730\u3068\u547c\u3070\u308c\u308b\u6804\u990a\u6210\u5206\u3092\u542b\u3080\u6eb6\u6db2\u3092\u539f\u6599\u3068\u3057\u3066\u7528\u3089\u308c\u307e\u3059\u304c\u3001\u305d\u306e\u7d44\u6210\u306f\u591a\u69d8\u304b\u3064\u8907\u96d1\u3067\u3059\u3002\u30d0\u30a4\u30aa\u30d7\u30ed\u30bb\u30b9\u306b\u7528\u3044\u308b\u5fae\u751f\u7269\u7a2e\u306b\u3088\u308a\u5fc5\u8981\u306a\u6210\u5206\u3084\u7d44\u6210\u304c\u7570\u306a\u308a\u3001\u907a\u4f1d\u5b50\u5de5\u5b66\u7b49\u3067 […]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_lightning_design_setting":{"layout":"default"},"vkexunit_cta_each_option":"","footnotes":""},"class_list":["post-67","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/biofoodeng.er.kitami-it.ac.jp\/bioprocess\/wp-json\/wp\/v2\/pages\/67","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/biofoodeng.er.kitami-it.ac.jp\/bioprocess\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/biofoodeng.er.kitami-it.ac.jp\/bioprocess\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/biofoodeng.er.kitami-it.ac.jp\/bioprocess\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/biofoodeng.er.kitami-it.ac.jp\/bioprocess\/wp-json\/wp\/v2\/comments?post=67"}],"version-history":[{"count":13,"href":"https:\/\/biofoodeng.er.kitami-it.ac.jp\/bioprocess\/wp-json\/wp\/v2\/pages\/67\/revisions"}],"predecessor-version":[{"id":229,"href":"https:\/\/biofoodeng.er.kitami-it.ac.jp\/bioprocess\/wp-json\/wp\/v2\/pages\/67\/revisions\/229"}],"wp:attachment":[{"href":"https:\/\/biofoodeng.er.kitami-it.ac.jp\/bioprocess\/wp-json\/wp\/v2\/media?parent=67"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}