{"id":459,"date":"2026-09-25T11:05:01","date_gmt":"2026-09-25T02:05:01","guid":{"rendered":"https:\/\/www.quetta-ai.co.jp\/?p=459"},"modified":"2026-09-25T17:29:58","modified_gmt":"2026-09-25T08:29:58","slug":"%e7%94%9f%e6%88%90ai%e3%82%92%e7%94%a8%e3%81%84%e3%81%9fhmmer%e3%81%ae%e3%80%8cpezy-sc3%e3%80%8d%e5%8f%8a%e3%81%b3%e3%80%8c%e6%b1%8e%e7%94%a8cpu%e3%80%8d%e5%90%91%e3%81%91%e9%ab%98%e9%80%9f%e5%8c%96","status":"publish","type":"post","link":"https:\/\/www.quetta-ai.co.jp\/?p=459","title":{"rendered":"2026.09.25 \u751f\u6210AI\u3092\u7528\u3044\u305fHMMER\u306e\u300cPEZY-SC3\u300d\u53ca\u3073\u300c\u6c4e\u7528CPU\u300d\u5411\u3051\u9ad8\u901f\u5316\u5b9f\u88c5\u306b\u6210\u529f   \uff5e\u30bf\u30f3\u30d1\u30af\u8cea\u6a5f\u80fd\u89e3\u6790\u3092\u652f\u3048\u308bhmmscan\u3067\u7d0470\u500d\u306e\u9ad8\u901f\u5316\u3092\u9054\u6210\uff5e"},"content":{"rendered":"\n<pre class=\"wp-block-preformatted\">\u682a\u5f0f\u4f1a\u793ePEZY Computing\uff08\u4ee5\u4e0b\u3001PEZY Computing\uff09\u3068\u682a\u5f0f\u4f1a\u793eQuettaAI\uff08\u4ee5\u4e0b\u3001QuettaAI\uff09\u306f\u3001<br>\u30d0\u30a4\u30aa\u30a4\u30f3\u30d5\u30a9\u30de\u30c6\u30a3\u30af\u30b9\u5206\u91ce\u3067\u5e83\u304f\u5229\u7528\u3055\u308c\u3066\u3044\u308b\u30b7\u30fc\u30b1\u30f3\u30b9\u691c\u7d22\u30c4\u30fc\u30eb\u300cHMMER[1,2]\u300d\u3092\u3001<br>PEZY Computing\u304c\u958b\u767a\u30fb\u88fd\u9020\u3057\u305fHPC\u5411\u3051MIMD\u30d7\u30ed\u30bb\u30c3\u30b5\u300cPEZY-SC3\u300d\u53ca\u3073\u300c\u6c4e\u7528 CPU\u300d\u5411\u3051\u3068\u3057\u3066\u9ad8\u901f\u5316\u5b9f\u88c5\u306b\u6210\u529f\u3057\u305f\u3053\u3068\u3092\u304a\u77e5\u3089\u305b\u3044\u305f\u3057\u307e\u3059\u3002<br>\u672c\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306f\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30a8\u30f3\u30b8\u30cb\u30a2\u3067\u3042\u308b\u5c0f\u7530 \u4fca\u4e4b\uff08QuettaAI\u6240\u5c5e\uff09\u304c\u62c5\u5f53\u3057\u3001\u6700\u65b0\u306e\u751f\u6210AI Coding Agent\uff08Claude[3] Code \/ Opus 5\uff09\u3092<br>\u5168\u9762\u7684\u306b\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u8907\u96d1\u306a\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3078\u306e\u30b3\u30fc\u30c9\u6539\u5909\u3092\u8fc5\u901f\u306b\u5b9f\u73fe\u3057\u307e\u3057\u305f\u3002<br><br>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u80cc\u666f\u3068AI\u306e\u6d3b\u7528<br>\u6628\u4eca\u306e\u751f\u6210AI\u306e\u98db\u8e8d\u7684\u306a\u6027\u80fd\u5411\u4e0a\u306b\u3088\u308a\u3001\u9ad8\u5ea6\u306a\u5c02\u9580\u77e5\u8b58\u3092\u8981\u3059\u308b\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u5411\u3051\u306e\u30b3\u30fc\u30c9\u6539\u5909\u3084\u6700\u9069\u5316\u3092AI\u304c\u5f37\u529b\u306b\u30b5\u30dd\u30fc\u30c8\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<br>\u672c\u53d6\u308a\u7d44\u307f\u3067\u306f\u3001Claude Code\u306b\u5b9f\u88c5\u30d7\u30ed\u30bb\u30b9\u3092\u59d4\u306d\u3001HMMER\u306e\u8907\u96d1\u306a\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u3092PEZY-SC3\u5411\u3051\u306b\u77ed\u671f\u9593\u3067\u6700\u9069\u5316\u3059\u308b\u3053\u3068\u306b\u6210\u529f\u3057\u307e\u3057\u305f\u3002<br>\u79d1\u5b66\u6280\u8853\u8a08\u7b97\u306b\u304a\u3051\u308b\u4fe1\u983c\u6027\u3092\u62c5\u4fdd\u3059\u308b\u305f\u3081\u3001\u8a08\u7b97\u7d50\u679c\u304c\u30aa\u30ea\u30b8\u30ca\u30eb\u7248\u3068100%\u4e00\u81f4\u3059\u308b\u3053\u3068\u3092\u6761\u4ef6\u3068\u3057\u3066\u958b\u767a\u3092\u884c\u3044\u307e\u3057\u305f\u3002<br>\u6d6e\u52d5\u5c0f\u6570\u70b9\u6f14\u7b97\u306e\u8a08\u7b97\u9806\u5e8f\u304c\u554f\u984c\u3068\u306a\u308b\u90e8\u5206\u3092\u907f\u3051\u3001E-value\u3001bitscore \u306a\u3069\u6570\u5024\u90e8\u5206\u306b\u3064\u3044\u3066\u3082\u6700\u7d42\u51fa\u529b\u3067\u306f\u53b3\u5bc6\u306b\u4e00\u81f4\u3059\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u3066\u3044\u307e\u3059\u3002<br><br>\u5727\u5012\u7684\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5411\u4e0a<br>\u5404\u7a2e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u7528\u3044\u305f\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30c6\u30b9\u30c8\u306b\u304a\u3044\u3066\u3001\u5287\u7684\u306a\u51e6\u7406\u901f\u5ea6\u306e\u5411\u4e0a\u3092\u78ba\u8a8d\u3057\u307e\u3057\u305f\u3002<br>\u30fb\u6700\u5927\u7d0470\u500d\u306e\u9ad8\u901f\u5316: hmmscan\u51e6\u7406\u306b\u304a\u3044\u3066\u3001\u30aa\u30ea\u30b8\u30ca\u30eb\u7248\u3068\u6bd4\u8f03\u3057\u3066\u6700\u5927\u7d0470\u500d\u306e\u9ad8\u901f\u5316\u3092\u9054\u6210\u3057\u307e\u3057\u305f<br>\uff08\u30cf\u30a4\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u30b7\u30fc\u30b1\u30f3\u30b5\u30fc(HTS)\u7531\u6765\u30ea\u30fc\u30c9 ERR056999[4] \u3092\u3001prodigal[5]\u306b\u3088\u308a\u4e88\u6e2c\u3057\u305f\u65ad\u72475000\u914d\u5217\u51e6\u7406\u6642\u3001\u88681-1\uff09\u3002<br>\u30fb\u5b9f\u7528\u7684\u306a\u89e3\u6790\u6642\u9593\u306e\u5927\u5e45\u77ed\u7e2e: PEZY-SC3\u30924\u53f0\u642d\u8f09\u3057\u305f\u74b0\u5883\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001<br>1 HTS\u30e9\u30f3\uff08ERR056999\u3092prodigal\u306b\u3088\u308a\u7ffb\u8a33\u3057\u305f\u5168\u30ea\u30fc\u30c9262,574\u914d\u5217\uff09\u306ePfam[6]\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u304c\u7d0411\u5206\u3001<br>1\u7d30\u83cc\u30d7\u30ed\u30c6\u30aa\u30fc\u30e0\uff08\u5927\u8178\u83cc\u30d7\u30ed\u30c6\u30aa\u30fc\u30e0\u30014,403\u914d\u5217\uff09\u304c\u7d0427\u79d2\uff08\u304a\u3088\u305d40\u500d\u306e\u9ad8\u901f\u5316\uff09\u3068\u3044\u3046\u5727\u5012\u7684\u306a\u901f\u5ea6\u3067\u51e6\u7406\u53ef\u80fd\u3067\u3059\u3002<br>hmmsearch \u3092\u4f7f\u7528\u3059\u308b\u53cd\u8ee2\u30c6\u30af\u30cb\u30c3\u30af[7]\u3092\u4f7f\u7528\u3057\u305f\u5834\u5408\u3068\u6bd4\u8f03\u3057\u3066\u3082\u7d0410\u500d\u306e\u9ad8\u901f\u5316\u3068\u306a\u3063\u3066\u3044\u307e\u3059\uff08\u88682-1\uff09\u3002<br>\u30fbCPU\u4f7f\u7528\u3067\u3082\u5927\u5e45\u306a\u9ad8\u901f\u5316: \u30db\u30b9\u30c8\u5074\u30b3\u30fc\u30c9\u306e\u72ec\u81ea\u6700\u9069\u5316\u52b9\u679c\u306b\u3088\u308a\u3001PEZY-SC3\u3092\u4f7f\u7528\u3057\u306a\u3044CPU\u74b0\u5883\u4e0b\u306b\u304a\u3044\u3066\u3082\u3001<br>hmmscan\u3067\u6570\u500d\uff5e\u6570\u5341\u500d\u306e\u9ad8\u901f\u5316\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<br><br>\u4eca\u5f8c\u306e\u5c55\u958b<br>\u672c\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u958b\u767a\u3055\u308c\u305f\u6700\u9069\u5316\u6e08\u307f\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306f\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3068\u3057\u3066\u4e00\u822c\u516c\u958b\u3092\u4e88\u5b9a\u3057\u3066\u304a\u308a\u307e\u3059\u3002<br>PEZY-SC3\u3092\u542b\u3080\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf\u30fc\u3092\u52b9\u7387\u7684\u306b\u4f7f\u7528\u3059\u308b\u306b\u306f\u9ad8\u5ea6\u306a\u5c02\u9580\u77e5\u8b58\u304c\u5fc5\u8981\u3067\u3057\u305f\u304c\u3001<br>\u8fd1\u5e74\u306eCoding AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u767a\u5c55\u306b\u3088\u308a\u5bb9\u6613\u306b\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf\u30fc\u7528\u30b3\u30fc\u30c9\u3092\u5b9f\u88c5\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3068\u306a\u308a\u307e\u3057\u305f\u3002\u30e1\u30bf\u30b2\u30ce\u30e0\u89e3\u6790\u3092<br>\u306f\u3058\u3081\u3068\u3059\u308b\u81a8\u5927\u306a\u751f\u547d\u79d1\u5b66\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3092\u89e3\u6d88\u3057\u3001\u751f\u547d\u79d1\u5b66\u5206\u91ce\u306e\u7814\u7a76\u958b\u767a\u3092\u5927\u304d\u304f\u52a0\u901f\u3055\u305b\u308b\u3053\u3068\u304c\u671f\u5f85\u3055\u308c\u307e\u3059\u3002<br>PEZY Computing\u3068QuettaAI\u306f\u3001\u4eca\u5f8c\u3082\u6700\u5148\u7aef\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u6280\u8853\u3068\u4eba\u5de5\u77e5\u80fd\u6280\u8853\u3092\u639b\u3051\u5408\u308f\u305b\u3001<br>\u30cf\u30a4\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\uff08HPC\uff09\u306e\u65b0\u305f\u306a\u53ef\u80fd\u6027\u3092\u5207\u308a\u62d3\u3044\u3066\u307e\u3044\u308a\u307e\u3059\u3002<br><br>[1] http:\/\/hmmer.org\/ \uff082026\/09\/24\u95b2\u89a7\uff09 <br>[2] Eddy, Sean R. \"Accelerated profile HMM searches.\" PLoS computational biology 7.10 (2011): e1002195. <br>[3] https:\/\/claude.ai\/ \uff082026\/09\/24\u95b2\u89a7\uff09 <br>[4] https:\/\/trace.ncbi.nlm.nih.gov\/Traces\/?view=run_browser&amp;acc=ERR056999 \u3092 2026-08-31\u306bsratoolkit [9]\u306b\u3088\u308a\u53d6\u5f97 <br>[5] Hyatt, Doug, et al. \"Prodigal: prokaryotic gene recognition and translation initiation site identification.\" BMC bioinformatics 11.1 (2010): 119. <br>[6] Paysan-Lafosse, Typhaine, et al. \"The Pfam protein families database: embracing AI\/ML.\" Nucleic acids research 53.D1 (2025): D523-D534.<br>[7] http:\/\/cryptogenomicon.org\/hmmscan-vs-hmmsearch-speed-the-numerology.html \uff082026\/09\/24\u95b2\u89a7\uff09 <br>[9] https:\/\/github.com\/ncbi\/sra-tools version 3.4.1\uff082026\/09\/24\u95b2\u89a7\uff09 <br><br>\u5177\u4f53\u7684\u51e6\u7406\u6642\u9593\u7b49\u3001\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u4e0b\u8a18\u306e\u30ea\u30f3\u30af\u5148\u306e PDF \u3092\u3054\u53c2\u7167\u304f\u3060\u3055\u3044\u3002<br><\/pre>\n\n\n\n<div data-wp-interactive=\"core\/file\" class=\"wp-block-file\"><object data-wp-bind--hidden=\"!state.hasPdfPreview\" hidden class=\"wp-block-file__embed\" data=\"https:\/\/www.quetta-ai.co.jp\/wp-content\/uploads\/2026\/09\/a7caf0a9d37564f26ef3a28a3b6b1352-2.pdf\" type=\"application\/pdf\" style=\"width:100%;height:600px\" 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Computing\uff09\u3068\u682a\u5f0f\u4f1a\u793eQuettaAI\uff08\u4ee5\u4e0b\u3001QuettaAI\uff09\u306f\u3001\u30d0\u30a4\u30aa\u30a4\u30f3\u30d5\u30a9\u30de\u30c6\u30a3\u30af\u30b9\u5206\u91ce\u3067\u5e83\u304f\u5229\u7528\u3055\u308c\u3066\u3044\u308b\u30b7\u30fc\u30b1\u30f3\u30b9\u691c\u7d22\u30c4\u30fc\u30eb\u300cHMMER[1,2] [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_lmt_disableupdate":"","_lmt_disable":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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