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dimorphism\uff09\u306f\u7e41\u6b96\u6226\u7565\u3084\u907a\u4f1d\u7684\u9b45\u529b\u3068\u3082\u7d50\u3073\u3064\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u307e\u3067\u3001\u9854\u8c8c\u306e\u7d0440\u301c80\uff05\u306f\u907a\u4f1d\u306b\u3088\u308a\u6c7a\u307e\u308b\u3068\u8003\u3048\u3089\u308c\u3066\u304d\u307e\u3057\u305f\u3002\u3057\u304b\u3057\u3001\u907a\u4f1d\u3060\u3051\u3067\u306f\u8aac\u660e\u3067\u304d\u306a\u3044\u6b8b\u308a\u306e20\u301c60\uff05\u306b\u306f\u3001\u6804\u990a\u3001\u30db\u30eb\u30e2\u30f3\u3001\u751f\u6d3b\u7fd2\u6163\u3001\u3055\u3089\u306b\u306f\u75be\u75c5\u3084\u6210\u9577\u6642\u306e\u74b0\u5883\u3068\u3044\u3063\u305f\u5916\u7684\u8981\u56e0\u304c\u5f71\u97ff\u3057\u3066\u3044\u308b\u3068\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u4e2d\u3067\u3082\u3001\u6804\u990a\u72b6\u614b\u306f\u9aa8\u683c\u3084\u7b4b\u8089\u3001\u8102\u80aa\u5206\u5e03\u3068\u3044\u3063\u305f\u8eab\u4f53\u69cb\u9020\u5168\u4f53\u306b\u5f71\u97ff\u3092\u53ca\u307c\u3059\u6700\u3082\u57fa\u790e\u7684\u306a\u56e0\u5b50\u3067\u3042\u308a\u306a\u304c\u3089\u3001\u9854\u8c8c\u3078\u306e\u5f71\u97ff\u3092\u5305\u62ec\u7684\u306b\u691c\u8a3c\u3057\u305f\u7814\u7a76\u306f\u307b\u3068\u3093\u3069\u3042\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u7279\u306b\u3001\u65e5\u672c\u306e\u82e5\u3044\u5973\u6027\u3092\u5bfe\u8c61\u306b\u3001\u65e5\u5e38\u7684\u306a\u98df\u7fd2\u6163\u3068\u9854\u306e3\u6b21\u5143\u7684\u306a\u304b\u305f\u3061\u306e\u95a2\u4fc2\u3092\u79d1\u5b66\u7684\u306b\u660e\u3089\u304b\u306b\u3057\u305f\u7814\u7a76\u306f\u3001\u4e16\u754c\u7684\u306b\u3082\u524d\u4f8b\u304c\u307b\u307c\u306a\u304b\u3063\u305f\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<h2 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class=\"wp-block-heading\">\u7814\u7a76\u306e3\u672c\u67f1\uff1a\u9854\u8c8c\u30fb\u6804\u990a\u72b6\u614b\u30fb\u8eab\u4f53\u7d44\u6210\u306e\u5206\u6790<\/h3>\n\n\n\n<p>\u7814\u7a76\u306e\u4e2d\u5fc3\u306f\u4ee5\u4e0b\u306e3\u3064\u306e\u8981\u7d20\u3092\u8a73\u7d30\u306b\u6e2c\u5b9a\u30fb\u5206\u6790\u3059\u308b\u3053\u3068\u306b\u3042\u308a\u307e\u3059\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u9854\u8c8c\uff08\u9854\u306e\u304b\u305f\u3061\u3084\u69cb\u9020\uff09<br><\/li>\n\n\n\n<li>\u6804\u990a\u72b6\u614b\uff08\u6442\u53d6\u3059\u308b\u98df\u54c1\u30fb\u6804\u990a\u7d20\u306e\u7a2e\u985e\u3068\u91cf\uff09<br><\/li>\n\n\n\n<li>\u8eab\u4f53\u7d44\u6210\uff08\u4f53\u8102\u80aa\u91cf\u30fb\u7b4b\u8089\u91cf\u30fbBMI\u306a\u3069\uff09<br><\/li>\n<\/ol>\n\n\n\n<p><\/p>\n\n\n\n<p>\u3053\u308c\u3089\u3092\u7d71\u5408\u7684\u306b\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u98df\u751f\u6d3b\u304c\u9854\u8c8c\u306b\u3069\u306e\u3088\u3046\u306b\u53cd\u6620\u3055\u308c\u308b\u306e\u304b\u3092\u660e\u3089\u304b\u306b\u3057\u3088\u3046\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u9854\u306e3D\u30b9\u30ad\u30e3\u30f3\uff1a\u9ad8\u7cbe\u5ea6\u306e\u5f62\u614b\u30c7\u30fc\u30bf\u3092\u53ce\u96c6<\/h3>\n\n\n\n<p>\u9854\u8c8c\u306e\u6e2c\u5b9a\u306b\u306f\u3001\u533b\u7642\u7528\u306e\u9ad8\u7cbe\u5ea63D\u30b9\u30ad\u30e3\u30ca\u30fc\u300c3dMDcranial System\u300d\u3092\u4f7f\u7528\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u88c5\u7f6e\u306f\u3001\u624b\u8853\u524d\u5f8c\u306e\u9854\u9762\u8a55\u4fa1\u306a\u3069\u306b\u3082\u4f7f\u308f\u308c\u308b\u3082\u306e\u3067\u3001\u975e\u5e38\u306b\u6b63\u78ba\u306a\u5f62\u72b6\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u88ab\u9a13\u8005\u306e\u9854\u306b\u306f6,017\u70b9\u306e\u30bb\u30df\u30e9\u30f3\u30c9\u30de\u30fc\u30af\uff08semi-landmark\uff09\u304c\u8a2d\u5b9a\u3055\u308c\u3001\u8f2a\u90ed\u3084\u9854\u306e\u5404\u30d1\u30fc\u30c4\uff08\u9f3b\u3001\u984e\u3001\u76ee\u3001\u982c\u9aa8\u306a\u3069\uff09\u306e\u76f8\u5bfe\u7684\u4f4d\u7f6e\u3084\u5f62\u3092\u7db2\u7f85\u7684\u306b\u8a18\u9332\u3057\u307e\u3057\u305f\u3002<br><\/li>\n\n\n\n<li>\u5f97\u3089\u308c\u305f3D\u5f62\u72b6\u30c7\u30fc\u30bf\u306f\u3001\u300c\u30d7\u30ed\u30af\u30eb\u30b9\u30c6\u30b9\u5206\u6790\uff08Procrustes analysis\uff09\u300d\u306b\u3088\u3063\u3066\u3001\u9854\u306e\u5927\u304d\u3055\u3084\u5411\u304d\u3068\u3044\u3063\u305f\u8981\u7d20\u3092\u53d6\u308a\u9664\u304d\u3001\u300c\u5f62\u305d\u306e\u3082\u306e\u300d\u306b\u7126\u70b9\u3092\u5f53\u3066\u305f\u5206\u6790\u304c\u884c\u308f\u308c\u307e\u3057\u305f\u3002<br><\/li>\n\n\n\n<li>\u6700\u7d42\u7684\u306b\u3001\u300c\u5e7e\u4f55\u5b66\u7684\u5f62\u614b\u6e2c\u5b9a\u6cd5\uff08geometric morphometrics\uff09\u300d\u3092\u7528\u3044\u3066\u3001\u500b\u4eba\u5dee\u3084\u50be\u5411\u3092\u5b9a\u91cf\u7684\u306b\u6349\u3048\u3066\u3044\u307e\u3059\u3002<br><\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6804\u990a\u72b6\u614b\u306e\u8a55\u4fa1\uff1a\u98df\u4e8b\u983b\u5ea6\u8cea\u554f\u7968\u3068\u5c02\u9580\u5bb6\u306e\u30c1\u30a7\u30c3\u30af<\/h3>\n\n\n\n<p>\u6804\u990a\u72b6\u614b\u306e\u628a\u63e1\u306b\u306f\u3001\u98df\u4e8b\u983b\u5ea6\u8cea\u554f\u7968\uff08Food Frequency Questionnaire, FFQ\uff09\u304c\u7528\u3044\u3089\u308c\u307e\u3057\u305f\u3002\u3053\u308c\u306f\u3001\u904e\u53bb\u4e00\u5b9a\u671f\u9593\u306b\u3069\u306e\u3088\u3046\u306a\u98df\u54c1\u3092\u3069\u306e\u304f\u3089\u3044\u306e\u983b\u5ea6\u30fb\u91cf\u3067\u98df\u3079\u305f\u304b\u3092\u81ea\u5df1\u7533\u544a\u3059\u308b\u5f62\u5f0f\u306e\u8cea\u554f\u7968\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8cea\u554f\u7968\u3067\u306f\u300129\u7a2e\u985e\u306e\u98df\u54c1\u7fa4\u306810\u7a2e\u985e\u306e\u8abf\u7406\u6cd5\u306b\u95a2\u3059\u308b\u60c5\u5831\u304c\u53ce\u96c6\u3055\u308c\u307e\u3057\u305f\u3002<br><\/li>\n\n\n\n<li>\u53c2\u52a0\u8005\u304c\u8a18\u5165\u3057\u305f\u5185\u5bb9\u306f\u3001\u7ba1\u7406\u6804\u990a\u58eb\u306b\u3088\u3063\u3066\u500b\u5225\u306b\u78ba\u8a8d\u3055\u308c\u3001\u8a18\u9332\u306e\u6b63\u78ba\u6027\u304c\u62c5\u4fdd\u3055\u308c\u307e\u3057\u305f\u3002<br><\/li>\n\n\n\n<li>\u6804\u990a\u7d20\u306e\u5206\u6790\u306f\u8a0853\u9805\u76ee\u306b\u53ca\u3073\u3001\u30a8\u30cd\u30eb\u30ae\u30fc\u6442\u53d6\u91cf\u3001\u305f\u3093\u3071\u304f\u8cea\u3001\u8102\u8cea\uff08\u98fd\u548c\u8102\u80aa\u9178\u30fb\u591a\u4fa1\u4e0d\u98fd\u548c\u8102\u80aa\u9178\u306a\u3069\uff09\u3001\u30d3\u30bf\u30df\u30f3\u3001\u30df\u30cd\u30e9\u30eb\u306a\u3069\u304c\u542b\u307e\u308c\u307e\u3057\u305f\u3002\u307e\u305f\u3001n-6\u7cfb\u3068n-3\u7cfb\u8102\u80aa\u9178\u306e\u6bd4\u7387\u306a\u3069\u8102\u8cea\u306e\u8cea\u7684\u6307\u6a19\u3082\u8a55\u4fa1\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br><\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8eab\u4f53\u7d44\u6210\u306e\u6e2c\u5b9a\uff1a\u533b\u7642\u30b0\u30ec\u30fc\u30c9\u306e\u88c5\u7f6e\u306b\u3088\u308b\u6b63\u78ba\u306a\u5206\u6790<\/h3>\n\n\n\n<p>\u88ab\u9a13\u8005\u306e\u8eab\u4f53\u69cb\u6210\u306f\u3001\u533b\u7642\u73fe\u5834\u3067\u3082\u4f7f\u7528\u3055\u308c\u308bInBody 720\u3068\u3044\u3046\u4f53\u7d44\u6210\u5206\u6790\u88c5\u7f6e\u3067\u6e2c\u5b9a\u3055\u308c\u307e\u3057\u305f\u3002\u3053\u308c\u306f\u751f\u4f53\u96fb\u6c17\u30a4\u30f3\u30d4\u30fc\u30c0\u30f3\u30b9\u6cd5\uff08BIA\uff09\u306b\u57fa\u3065\u3044\u3066\u304a\u308a\u3001\u975e\u4fb5\u8972\u7684\u304b\u3064\u8fc5\u901f\u306b\u8a73\u7d30\u306a\u4f53\u7d44\u6210\u3092\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6e2c\u5b9a\u9805\u76ee\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4f53\u91cd\u3001\u7b4b\u8089\u91cf\u3001\u4f53\u8102\u80aa\u91cf\u3001BMI\uff08\u4f53\u683c\u6307\u6570\uff09<br><\/li>\n\n\n\n<li>FFMI\uff08Fat-Free Mass Index\uff09\uff1a\u8eab\u9577\u306b\u5bfe\u3059\u308b\u9664\u8102\u80aa\u4f53\u91cd<br><\/li>\n\n\n\n<li>FMI\uff08Fat Mass Index\uff09\uff1a\u8eab\u9577\u306b\u5bfe\u3059\u308b\u4f53\u8102\u80aa\u91cf<br><\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u30c7\u30fc\u30bf\u306b\u3088\u308a\u3001\u4f53\u683c\u3084\u7b4b\u8089\u30fb\u8102\u80aa\u306e\u30d0\u30e9\u30f3\u30b9\u304c\u9854\u8c8c\u306b\u3069\u306e\u3088\u3046\u306b\u5f71\u97ff\u3057\u3066\u3044\u308b\u306e\u304b\u3092\u5206\u6790\u53ef\u80fd\u3068\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u98df\u884c\u52d5\u306e\u5fc3\u7406\u8a55\u4fa1\uff1a\u5fc3\u306e\u52d5\u304d\u304c\u98df\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3082\u5206\u6790<\/h3>\n\n\n\n<p>\u3055\u3089\u306b\u3001\u98df\u884c\u52d5\u306b\u95a2\u3059\u308b\u5fc3\u7406\u7684\u30fb\u884c\u52d5\u7684\u5074\u9762\u3082\u8abf\u67fb\u3055\u308c\u307e\u3057\u305f\u3002\u4f7f\u7528\u3055\u308c\u305f\u306e\u306f\u300155\u9805\u76ee\u304b\u3089\u6210\u308b\u5fc3\u7406\u5c3a\u5ea6\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u8a55\u4fa1\u3055\u308c\u305f\u4e3b\u306a\u5074\u9762\u306b\u306f\u4ee5\u4e0b\u304c\u542b\u307e\u308c\u307e\u3059\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7a7a\u8179\u611f\u306e\u611f\u3058\u3084\u3059\u3055<br><\/li>\n\n\n\n<li>\u611f\u60c5\u306b\u3088\u308b\u98df\u6b32\u306e\u5909\u5316<br><\/li>\n\n\n\n<li>\u5916\u90e8\u304b\u3089\u306e\u523a\u6fc0\uff08\u8996\u899a\u30fb\u5302\u3044\u306a\u3069\uff09\u3078\u306e\u53cd\u5fdc\u50be\u5411<br><\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306b\u3001\u5358\u306a\u308b\u6804\u990a\u6442\u53d6\u91cf\u3060\u3051\u3067\u306a\u304f\u3001\u98df\u3068\u306e\u5411\u304d\u5408\u3044\u65b9\u3084\u5fc3\u7406\u7684\u50be\u5411\u307e\u3067\u542b\u3081\u305f\u5305\u62ec\u7684\u306a\u8996\u70b9\u3067\u30c7\u30fc\u30bf\u304c\u53ce\u96c6\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u307e\u3068\u3081\uff1a\u591a\u89d2\u7684\u30c7\u30fc\u30bf\u3067\u300c\u9854\u306e\u304b\u305f\u3061\u300d\u3092\u8aad\u307f\u89e3\u304f\u6e96\u5099<\/h3>\n\n\n\n<p>\u672c\u7814\u7a76\u3067\u306f\u3001\u9854\u306e\u7acb\u4f53\u5f62\u72b6\u3001\u65e5\u5e38\u306e\u98df\u4e8b\u5185\u5bb9\u3001\u8eab\u4f53\u306e\u69cb\u6210\u3001\u3055\u3089\u306b\u306f\u98df\u884c\u52d5\u306b\u95a2\u3059\u308b\u5fc3\u7406\u7684\u7279\u5fb4\u307e\u3067\u3001\u975e\u5e38\u306b\u591a\u5c90\u306b\u308f\u305f\u308b\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3057\u3066\u89e3\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u300c\u9854\u8c8c\u306f\u6804\u990a\u306e\u5c65\u6b74\u3092\u6620\u3059\u300d\u3068\u3044\u3046\u4eee\u8aac\u306e\u691c\u8a3c\u306b\u5099\u3048\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u306b\u3088\u308a\u3001\u9854\u304c\u3069\u306e\u3088\u3046\u306b\u65e5\u3005\u306e\u751f\u6d3b\u7fd2\u6163\u3084\u8eab\u4f53\u306e\u5185\u90e8\u72b6\u614b\u3092\u300c\u8a9e\u3063\u3066\u3044\u308b\u300d\u306e\u304b\u3092\u3001\u79d1\u5b66\u7684\u306b\u6349\u3048\u308b\u305f\u3081\u306e\u571f\u53f0\u304c\u7bc9\u304b\u308c\u305f\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u4e09\u7ae0\uff1a\u9854\u3068\u304b\u305f\u3061\u306e\u591a\u69d8\u6027\u2500\u2500\u4e3b\u6210\u5206\u304b\u3089\u898b\u3048\u308b\u5dee\u7570<\/h2>\n\n\n\n<p>\u672c\u7ae0\u3067\u306f\u3001\u53ce\u96c6\u3055\u308c\u305f\u81a8\u5927\u306a3D\u9854\u9762\u30c7\u30fc\u30bf\u3092\u7d71\u8a08\u7684\u306b\u89e3\u6790\u3057\u3001\u9854\u306e\u304b\u305f\u3061\u306e\u500b\u4eba\u5dee\u3092\u3069\u306e\u3088\u3046\u306b\u5206\u985e\u30fb\u7406\u89e3\u3067\u304d\u308b\u306e\u304b\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002\u7814\u7a76\u30c1\u30fc\u30e0\u306f\u300c\u4e3b\u6210\u5206\u5206\u6790\uff08Principal Component Analysis, PCA\uff09\u300d\u3068\u3044\u3046\u591a\u5909\u91cf\u89e3\u6790\u306e\u624b\u6cd5\u3092\u7528\u3044\u3066\u3001\u8907\u96d1\u306a\u9854\u306e\u60c5\u5831\u3092\u6574\u7406\u30fb\u53ef\u8996\u5316\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u6210\u5206\u5206\u6790\u3068\u306f\uff1f\u2500\u2500\u5f62\u306e\u8907\u96d1\u3055\u3092\u7c21\u6f54\u306b\u307e\u3068\u3081\u308b\u6280\u8853<\/h3>\n\n\n\n<p>\u9854\u306f\u3001\u4eba\u306b\u3088\u3063\u3066\u5fae\u5999\u306b\u7570\u306a\u308b\u591a\u304f\u306e\u8981\u7d20\uff08\u5e45\u3001\u9ad8\u3055\u3001\u51f9\u51f8\u3001\u4f4d\u7f6e\u95a2\u4fc2\u306a\u3069\uff09\u304b\u3089\u6210\u308a\u7acb\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u3046\u3057\u305f\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u3092\u305d\u306e\u307e\u307e\u6271\u3046\u306e\u306f\u56f0\u96e3\u3067\u3059\u304c\u3001\u300c\u4e3b\u6210\u5206\u5206\u6790\uff08PCA\uff09\u300d\u3092\u4f7f\u3048\u3070\u3001\u30c7\u30fc\u30bf\u306e\u4e2d\u3067\u6700\u3082\u5927\u304d\u306a\u9055\u3044\u3092\u8aac\u660e\u3059\u308b\u201c\u8ef8\u201d\u3092\u62bd\u51fa\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u5206\u6790\u306b\u3088\u308a\u3001\u9854\u306e\u304b\u305f\u3061\u306b\u304a\u3051\u308b\u4e3b\u8981\u306a\u5909\u52d5\u8981\u7d20\uff08\uff1d\u300c\u9854\u5f62\u4e3b\u6210\u5206\u300d\uff09\u304c\u660e\u3089\u304b\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u9854\u306e\u5f62\u3092\u6c7a\u3081\u308b8\u3064\u306e\u300c\u9854\u5f62\u4e3b\u6210\u5206\uff08sPCs\uff09\u300d<\/h3>\n\n\n\n<p>\u3053\u306e\u7814\u7a76\u3067\u306f\u3001\u9854\u306e\u5168\u4f53\u7684\u306a\u5f62\u306e\u9055\u3044\u306e\u3046\u3061\u300170.9\uff05\u3092\u8aac\u660e\u3067\u304d\u308b8\u3064\u306e\u4e3b\u6210\u5206\uff08Shape Principal Components, sPCs\uff09\u304c\u62bd\u51fa\u3055\u308c\u307e\u3057\u305f\u3002\u4ee5\u4e0b\u306f\u7279\u306b\u6ce8\u76ee\u3055\u308c\u305f\u4e3b\u6210\u5206\u3067\u3059\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>sPC1\uff1a\u9854\u306e\u6a2a\u5e45\u306e\u5e83\u3055\u3084\u984e\u306e\u524d\u65b9\u3078\u306e\u7a81\u304d\u51fa\u3057\u5177\u5408<br>\u2192 \u9854\u304c\u4e38\u304f\u6a2a\u306b\u5e83\u3044\u30bf\u30a4\u30d7 vs. \u7d30\u304f\u30b7\u30e3\u30fc\u30d7\u306a\u30bf\u30a4\u30d7\u3092\u533a\u5225<br><\/li>\n\n\n\n<li>sPC4\uff1a\u9f3b\u306e\u9ad8\u3055\u3068\u76ee\u306e\u4f4d\u7f6e\u3068\u306e\u76f8\u5bfe\u95a2\u4fc2<br>\u2192 \u9f3b\u304c\u9ad8\u3044\u30fb\u4f4e\u3044\u3068\u3044\u3046\u7acb\u4f53\u611f\u306e\u9055\u3044\u306b\u95a2\u4fc2<br><\/li>\n\n\n\n<li>sPC5\uff1a\u4e0b\u984e\u306e\u5782\u76f4\u7684\u306a\u9ad8\u3055<br>\u2192 \u984e\u304c\u7e26\u306b\u9577\u3044 vs. \u77ed\u304f\u5f15\u3063\u8fbc\u3093\u3067\u3044\u308b<br><\/li>\n\n\n\n<li>sPC7\uff1a\u5507\u306e\u539a\u307f\u3084\u9f3b\u306e\u524d\u65b9\u3078\u306e\u7a81\u51fa\u5ea6\u306e\u5c11\u306a\u3055<br>\u2192 \u5507\u304c\u3075\u3063\u304f\u3089\u3057\u3066\u3044\u308b vs. \u8584\u304f\u5e73\u5766\u306a\u9854\u7acb\u3061<br><\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u4e3b\u6210\u5206\u306f\u3001\u9854\u306e\u7acb\u4f53\u7684\u306a\u7279\u5fb4\u306e\u9055\u3044\u3092\u7c21\u6f54\u306b\u6570\u5024\u5316\u3057\u3001\u5f8c\u306e\u5206\u6790\u3067\u6804\u990a\u72b6\u614b\u3084\u8eab\u4f53\u69cb\u6210\u3068\u306e\u95a2\u9023\u3092\u63a2\u308b\u305f\u3081\u306e\u8ef8\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6804\u990a\u30c7\u30fc\u30bf\u3082\u5727\u7e2e\u2500\u25007\u3064\u306e\u300c\u6804\u990a\u4e3b\u6210\u5206\uff08nPCs\uff09\u300d<\/h3>\n\n\n\n<p>\u540c\u69d8\u306b\u3001\u6804\u990a\u6442\u53d6\u306b\u95a2\u3059\u308b\u60c5\u5831\u3082\u4e3b\u6210\u5206\u5206\u6790\u3092\u7528\u3044\u3066\u7c21\u6f54\u306b\u307e\u3068\u3081\u3089\u308c\u307e\u3057\u305f\u300229\u7a2e\u985e\u306e\u98df\u54c1\u7fa4\u306853\u7a2e\u985e\u306e\u6804\u990a\u7d20\u306b\u57fa\u3065\u304f\u30c7\u30fc\u30bf\u306f\u30017\u3064\u306e\u300c\u6804\u990a\u4e3b\u6210\u5206\uff08Nutritional Principal Components, nPCs\uff09\u300d\u306b\u96c6\u7d04\u3055\u308c\u307e\u3057\u305f\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u98df\u751f\u6d3b\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u6bd4\u8f03\u7684\u5c11\u306a\u3044\u6570\u306e\u8ef8\u3067\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4ee3\u8868\u7684\u306a\u6804\u990a\u4e3b\u6210\u5206\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>nPC1\uff1a\u5168\u4f53\u7684\u306a\u30a8\u30cd\u30eb\u30ae\u30fc\u304a\u3088\u3073\u6804\u990a\u6442\u53d6\u91cf\u306e\u591a\u5be1<br>\u2192 \u98df\u3079\u308b\u91cf\u305d\u306e\u3082\u306e\u306e\u6307\u6a19<br><\/li>\n\n\n\n<li>nPC2\uff1a\u690d\u7269\u6027\u8102\u80aa\u3068\u52d5\u7269\u6027\u8102\u80aa\u306e\u6bd4\u7387<br>\u2192 \u98df\u306e\u8cea\u306e\u9055\u3044\uff08\u30d8\u30eb\u30b7\u30fc\u5fd7\u5411 vs. \u8089\u4e2d\u5fc3\u306e\u98df\u4e8b\uff09<br><\/li>\n\n\n\n<li>nPC6\uff1a\u98fd\u548c\u8102\u80aa\u9178\u306e\u6442\u53d6\u91cf\u304c\u591a\u304f\u3001\u4e00\u4fa1\u4e0d\u98fd\u548c\u8102\u80aa\u9178\u304c\u5c11\u306a\u3044<br>\u2192 \u9ad8\u8102\u80aa\u3067\u504f\u3063\u305f\u98df\u4e8b\u50be\u5411\u3092\u793a\u3059<br><\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u6210\u5206\u306f\u3001\u5358\u306a\u308b\u30ab\u30ed\u30ea\u30fc\u91cf\u3060\u3051\u3067\u306a\u304f\u3001\u98df\u4e8b\u306e\u201c\u8cea\u201d\u306b\u307e\u3067\u8e0f\u307f\u8fbc\u3093\u3060\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u9854\u3068\u98df\u306e\u5171\u901a\u9805\u3092\u63a2\u308b\u524d\u63d0\u3065\u304f\u308a<\/h3>\n\n\n\n<p>\u3053\u306e\u7ae0\u3067\u5c0e\u304d\u51fa\u3055\u308c\u305f\u9854\u5f62\u306e\u4e3b\u6210\u5206\uff08sPCs\uff09\u3068\u6804\u990a\u4e3b\u6210\u5206\uff08nPCs\uff09\u306f\u3001\u6b21\u7ae0\u3067\u884c\u308f\u308c\u308b\u300c\u9854\u8c8c\u3068\u6804\u990a\u30fb\u8eab\u4f53\u7d44\u6210\u306e\u76f8\u95a2\u5206\u6790\u300d\u306b\u304a\u3044\u3066\u4e2d\u5fc3\u7684\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3059\u306a\u308f\u3061\u3001\u3069\u306e\u3088\u3046\u306a\u98df\u4e8b\u30d1\u30bf\u30fc\u30f3\u304c\u3001\u3069\u306e\u3088\u3046\u306a\u9854\u306e\u304b\u305f\u3061\u3068\u95a2\u9023\u3057\u3066\u3044\u308b\u306e\u304b\u3092\u3001\u79d1\u5b66\u7684\u304b\u3064\u7d71\u8a08\u7684\u306b\u8aad\u307f\u89e3\u3044\u3066\u3044\u304f\u305f\u3081\u306e\u6e96\u5099\u304c\u6574\u3063\u305f\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u56db\u7ae0\uff1a\u98df\u4e8b\u3068\u9854\u5f62\u306e\u95a2\u4fc2\u2500\u2500\u7d71\u8a08\u304c\u8a9e\u308b\u300c\u898b\u305f\u76ee\u300d\u3068\u300c\u4e2d\u8eab\u300d\u306e\u3064\u306a\u304c\u308a<\/h2>\n\n\n\n<p>\u3053\u308c\u307e\u3067\u306e\u7ae0\u3067\u6574\u7406\u3055\u308c\u305f\u3001\u9854\u306e\u7acb\u4f53\u7684\u306a\u7279\u5fb4\uff08\u9854\u5f62\u4e3b\u6210\u5206\uff1asPCs\uff09\u3068\u3001\u6804\u990a\u6442\u53d6\u30d1\u30bf\u30fc\u30f3\uff08\u6804\u990a\u4e3b\u6210\u5206\uff1anPCs\uff09\u3001\u3055\u3089\u306b\u306f\u8eab\u4f53\u7d44\u6210\u30c7\u30fc\u30bf\u3002\u3053\u306e\u7ae0\u3067\u306f\u3001\u305d\u308c\u3089\u306e\u95a2\u4fc2\u6027\u3092\u7d71\u8a08\u7684\u624b\u6cd5\u3092\u7528\u3044\u3066\u5206\u6790\u3057\u3001\u300c\u98df\u751f\u6d3b\u3084\u4f53\u683c\u304c\u9854\u8c8c\u306b\u3069\u3046\u73fe\u308c\u308b\u306e\u304b\u300d\u3092\u79d1\u5b66\u7684\u306b\u660e\u3089\u304b\u306b\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u591a\u5909\u91cf\u5171\u5206\u6563\u5206\u6790\uff08MANCOVA\uff09\u2500\u2500\u8907\u6570\u306e\u95a2\u4fc2\u6027\u3092\u540c\u6642\u306b\u691c\u8a3c<\/h3>\n\n\n\n<p>\u6700\u521d\u306b\u4f7f\u308f\u308c\u305f\u306e\u306f\u300c\u591a\u5909\u91cf\u5171\u5206\u6563\u5206\u6790\uff08MANCOVA\uff09\u300d\u3068\u3044\u3046\u624b\u6cd5\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u8907\u6570\u306e\u72ec\u7acb\u5909\u6570\uff08\u4f8b\uff1aBMI\u3001\u8102\u80aa\u6442\u53d6\u91cf\uff09\u304c\u3001\u8907\u6570\u306e\u5f93\u5c5e\u5909\u6570\uff08\u4f8b\uff1a\u9854\u5f62\u4e3b\u6210\u5206\uff09\u306b\u3069\u306e\u3088\u3046\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u3066\u3044\u308b\u304b\u3092\u540c\u6642\u306b\u691c\u8a3c\u3067\u304d\u308b\u5206\u6790\u65b9\u6cd5\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u3088\u308a\u3001\u500b\u5225\u306e\u9854\u306e\u7279\u5fb4\u3068\u3001\u4f53\u7d44\u6210\u3084\u6804\u990a\u6442\u53d6\u91cf\u3068\u306e\u9593\u306b\u3069\u306e\u3088\u3046\u306a\u7d71\u8a08\u7684\u306a\u95a2\u4fc2\u6027\u304c\u3042\u308b\u304b\u304c\u660e\u3089\u304b\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6ce8\u76ee\u3059\u3079\u304d4\u3064\u306e\u9854\u5f62\u4e3b\u6210\u5206\u3068\u305d\u306e\u95a2\u9023<\/h3>\n\n\n\n<p>\u7279\u306b\u4ee5\u4e0b\u306e4\u3064\u306e\u9854\u5f62\u4e3b\u6210\u5206\uff08sPCs\uff09\u304c\u3001\u6804\u990a\u72b6\u614b\u3084\u4f53\u683c\u3068\u6709\u610f\u306a\u95a2\u9023\u6027\u3092\u6301\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3057\u305f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>sPC1\uff08\u9854\u306e\u6a2a\u5e45\u30fb\u984e\u306e\u7a81\u51fa\uff09<br>\u2192 \u9ad8BMI\u306e\u4eba\u307b\u3069\u3001\u9854\u304c\u6a2a\u306b\u5e83\u304f\u3001\u984e\u304c\u524d\u306b\u7a81\u304d\u51fa\u3057\u3066\u3044\u308b\u50be\u5411<br><\/li>\n\n\n\n<li>sPC4\uff08\u9f3b\u306e\u9ad8\u3055\u3068\u76ee\u306e\u4f4d\u7f6e\uff09<br>\u2192 \u9f3b\u306e\u9ad8\u3055\u304c\u4f4e\u3081\u306b\u306a\u308b\u50be\u5411\u304c\u3001\u7279\u5b9a\u306e\u6804\u990a\u6442\u53d6\u3068\u95a2\u4fc2<br><\/li>\n\n\n\n<li>sPC5\uff08\u4e0b\u984e\u306e\u5782\u76f4\u7684\u306a\u9ad8\u3055\uff09<br>\u2192 BMI\u3084\u7b4b\u8089\u91cf\u304c\u9ad8\u3044\u4eba\u307b\u3069\u3001\u984e\u304c\u7e26\u306b\u9577\u3044<br><\/li>\n\n\n\n<li>sPC7\uff08\u5507\u306e\u539a\u307f\u30fb\u9f3b\u306e\u7a81\u51fa\u5ea6\u306e\u5c11\u306a\u3055\uff09<br>\u2192 \u9854\u304c\u3084\u3084\u5e73\u5766\u3067\u3001\u5507\u304c\u8584\u304f\u306a\u308b\u50be\u5411\u304c\u3001\u8102\u80aa\u306e\u591a\u3044\u98df\u751f\u6d3b\u3068\u95a2\u9023<br><\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u7d50\u679c\u306f\u3001\u898b\u305f\u76ee\u306b\u73fe\u308c\u308b\u9854\u306e\u7279\u5fb4\u304c\u3001\u4f53\u8102\u80aa\u91cf\u3084\u7b4b\u8089\u91cf\u3001\u98fd\u548c\u8102\u80aa\u9178\u306e\u6442\u53d6\u91cf\u306a\u3069\u3068\u5bc6\u63a5\u306b\u7d50\u3073\u3064\u3044\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6b63\u6e96\u76f8\u95a2\u5206\u6790\uff08CVA\uff09\u2500\u2500\u300c\u98df\u306e\u8cea\u300d\u3068\u300c\u9854\u3064\u304d\u300d\u306e\u7dcf\u5408\u7684\u306a\u95a2\u4fc2\u3092\u53ef\u8996\u5316<\/h3>\n\n\n\n<p>\u3055\u3089\u306b\u9032\u3093\u3060\u89e3\u6790\u3068\u3057\u3066\u3001\u6b63\u6e96\u76f8\u95a2\u5206\u6790\uff08Canonical Variate Analysis, CVA\uff09\u304c\u5b9f\u65bd\u3055\u308c\u307e\u3057\u305f\u3002\u3053\u308c\u306f\u30012\u3064\u306e\u5909\u6570\u7fa4\uff08\u3053\u306e\u5834\u5408\u3001\u9854\u5f62sPC\u7fa4\u3068\u6804\u990a\u30fb\u8eab\u4f53\u7d44\u6210\u306e\u5909\u6570\u7fa4\uff09\u306e\u9593\u3067\u3001\u6700\u3082\u5f37\u304f\u95a2\u9023\u3059\u308b\u8ef8\u3092\u898b\u3064\u3051\u308b\u65b9\u6cd5\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u5206\u6790\u306b\u3088\u308a\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u7279\u5fb4\u7684\u306a\u300c\u9854\u8c8c\u30d1\u30bf\u30fc\u30f3\u300d\u304c\u7279\u5b9a\u3055\u308c\u307e\u3057\u305f\uff1a<\/p>\n\n\n\n<p>BMI\u30fb\u52d5\u7269\u6027\u8102\u80aa\u30fb\u5869\u5206\u30fb\u30b3\u30ec\u30b9\u30c6\u30ed\u30fc\u30eb\u306e\u6442\u53d6\u91cf\u304c\u591a\u3044\u4eba\u306f\u3001<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9854\u304c\u6a2a\u306b\u5e83\u304f<br><\/li>\n\n\n\n<li>\u9f3b\u304c\u4f4e\u304f<br><\/li>\n\n\n\n<li>\u5507\u304c\u539a\u304f<br><\/li>\n\n\n\n<li>\u984e\u304c\u5f37\u304f\u524d\u306b\u51fa\u3066\u3044\u308b<br>\u3068\u3044\u3046\u9854\u7acb\u3061\u306e\u50be\u5411\u304c\u3001\u7d71\u8a08\u7684\u306b\u6709\u610f\uff08\u76f8\u95a2\u4fc2\u6570 r = 0.60, p = 0.01\uff09\u306b\u78ba\u8a8d\u3055\u308c\u307e\u3057\u305f\u3002<br><\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p>\u3053\u308c\u306f\u3001\u98df\u4e8b\u306e\u5185\u5bb9\u3068\u9854\u7acb\u3061\u306e\u5168\u4f53\u7684\u5370\u8c61\u304c\u9023\u52d5\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u3059\u975e\u5e38\u306b\u8208\u5473\u6df1\u3044\u7d50\u679c\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5358\u306a\u308b\u898b\u305f\u76ee\u3067\u306f\u306a\u3044\u2500\u2500\u300c\u9854\u300d\u304c\u8a9e\u308b\u5185\u306a\u308b\u5065\u5eb7<\/h3>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u7d71\u8a08\u7684\u5206\u6790\u306f\u3001\u9854\u304c\u5358\u306a\u308b\u5916\u898b\u3060\u3051\u3067\u306a\u304f\u3001\u6804\u990a\u6442\u53d6\u306e\u8cea\u3084\u8eab\u4f53\u72b6\u614b\u306e\u201c\u93e1\u201d\u3068\u3057\u3066\u6a5f\u80fd\u3057\u3066\u3044\u308b\u53ef\u80fd\u6027\u3092\u88cf\u4ed8\u3051\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7279\u306b\u3001\u98fd\u548c\u8102\u80aa\u9178\u306e\u6442\u53d6\u91cf\u3084BMI\u306a\u3069\u3001\u5065\u5eb7\u30ea\u30b9\u30af\u3068\u95a2\u9023\u304c\u6df1\u3044\u8981\u7d20\u304c\u3001\u5177\u4f53\u7684\u306a\u9854\u306e\u5f62\u72b6\u30d1\u30bf\u30fc\u30f3\u3068\u3057\u3066\u73fe\u308c\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u305f\u70b9\u306f\u3001\u4eca\u5f8c\u306e\u5fdc\u7528\uff08\u305f\u3068\u3048\u3070AI\u306b\u3088\u308b\u5065\u5eb7\u63a8\u5b9a\uff09\u306b\u3082\u5927\u304d\u306a\u53ef\u80fd\u6027\u3092\u793a\u5506\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u307e\u3068\u3081\uff1a\u898b\u305f\u76ee\u3068\u6804\u990a\u306e\u79d1\u5b66\u7684\u63a5\u70b9\u304c\u660e\u3089\u304b\u306b<\/h3>\n\n\n\n<p>\u3053\u306e\u7ae0\u3067\u306f\u3001\u9ad8\u5ea6\u306a\u7d71\u8a08\u624b\u6cd5\u3092\u901a\u3057\u3066\u3001\u9854\u8c8c\u3068\u6804\u990a\u30fb\u8eab\u4f53\u69cb\u6210\u3068\u306e\u95a2\u4fc2\u304c\u660e\u78ba\u306b\u53ef\u8996\u5316\u3055\u308c\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u307e\u3057\u305f\u3002<br>\u300c\u3088\u304f\u98df\u3079\u308b\u4eba\u306e\u9854\u306f\u3053\u3046\u306a\u308b\u300d\u300c\u9ad8\u8102\u80aa\u98df\u304c\u9854\u7acb\u3061\u306b\u3053\u3046\u5f71\u97ff\u3059\u308b\u300d\u3068\u3044\u3063\u305f\u50be\u5411\u304c\u3001\u500b\u4eba\u306e\u4e3b\u89b3\u3067\u306f\u306a\u304f\u3001\u5ba2\u89b3\u7684\u304b\u3064\u5b9a\u91cf\u7684\u306b\u691c\u8a3c\u3055\u308c\u305f\u3068\u3044\u3046\u70b9\u3067\u3001\u975e\u5e38\u306b\u4fa1\u5024\u306e\u3042\u308b\u6210\u679c\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u4e94\u7ae0\uff1a3\u3064\u306e\u98df\u751f\u6d3b\u30d1\u30bf\u30fc\u30f3\u2500\u2500\u300c\u4f55\u3092\u98df\u3079\u308b\u304b\u300d\u304c\u300c\u3069\u3093\u306a\u9854\u306b\u306a\u308b\u304b\u300d\u3092\u5de6\u53f3\u3059\u308b<\/h2>\n\n\n\n<p>\u3053\u306e\u7ae0\u3067\u306f\u3001\u82e5\u5e74\u5973\u6027\u305f\u3061\u306e\u98df\u751f\u6d3b\u3068\u9854\u8c8c\u306e\u95a2\u4fc2\u3092\u3001\u3088\u308a\u76f4\u611f\u7684\u306b\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u306b\u3001\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u5206\u6790\u3092\u7528\u3044\u3066\u53c2\u52a0\u8005\u3092\u3044\u304f\u3064\u304b\u306e\u30b0\u30eb\u30fc\u30d7\u306b\u5206\u985e\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u7d50\u679c\u3001\u98df\u7fd2\u6163\u306e\u50be\u5411\u3054\u3068\u306b\u3001\u9854\u306e\u5f62\u3084\u8eab\u4f53\u7d44\u6210\u306b\u660e\u78ba\u306a\u9055\u3044\u304c\u3042\u308b\u3053\u3068\u304c\u660e\u3089\u304b\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5206\u6790\u624b\u6cd5\uff1a\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\uff08K-means\uff09\u3068\u306f\uff1f<\/h3>\n\n\n\n<p>\u3053\u3053\u3067\u7528\u3044\u3089\u308c\u305f\u306e\u306f\u300cK-means\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u300d\u3068\u3044\u3046\u624b\u6cd5\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u4f3c\u305f\u3088\u3046\u306a\u7279\u5fb4\u3092\u6301\u3064\u500b\u4f53\u3092\u30b0\u30eb\u30fc\u30d7\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u30d1\u30bf\u30fc\u30f3\u3092\u6d6e\u304b\u3073\u4e0a\u304c\u3089\u305b\u308b\u30c7\u30fc\u30bf\u89e3\u6790\u6cd5\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u7814\u7a76\u3067\u306f\u3001\u6804\u990a\u6442\u53d6\u30c7\u30fc\u30bf\u3068\u8eab\u4f53\u69cb\u6210\u30c7\u30fc\u30bf\u3092\u3082\u3068\u306b\u3001\u88ab\u9a13\u8005\u30923\u3064\u306e\u30b0\u30eb\u30fc\u30d7\u306b\u5206\u3051\u3001\u305d\u308c\u305e\u308c\u306e\u300c\u98df\u751f\u6d3b\u30b9\u30bf\u30a4\u30eb\u300d\u304c\u9854\u3084\u8eab\u4f53\u306b\u3069\u3046\u5f71\u97ff\u3057\u3066\u3044\u308b\u304b\u3092\u53ef\u8996\u5316\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u7b2c1\u7fa4\uff1a\u30d0\u30e9\u30f3\u30b9\u91cd\u8996\u306e\u5065\u5eb7\u578b\u30b0\u30eb\u30fc\u30d7<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u98df\u7fd2\u6163<br>\u2192 \u4f4e\u30ab\u30ed\u30ea\u30fc\u3067\u3042\u308a\u306a\u304c\u3089\u6804\u990a\u30d0\u30e9\u30f3\u30b9\u304c\u826f\u597d\u3002\u9b5a\u4ecb\u985e\u3084\u30d3\u30bf\u30df\u30f3\u3001\u30df\u30cd\u30e9\u30eb\u306e\u6442\u53d6\u91cf\u304c\u591a\u304f\u3001\u8102\u8cea\u306e\u6442\u53d6\u306f\u63a7\u3048\u3081\u3002<br><\/li>\n\n\n\n<li>\u8eab\u4f53\u69cb\u6210<br>\u2192 \u6700\u3082\u5065\u5eb7\u7684\u306a\u6570\u5024\u3092\u793a\u3057\u3001\u7b4b\u8089\u3068\u8102\u80aa\u306e\u30d0\u30e9\u30f3\u30b9\u3082\u826f\u3044\u3002<br><\/li>\n\n\n\n<li>\u9854\u8c8c\u306e\u7279\u5fb4<br>\u2192 \u9854\u306e\u8f2a\u90ed\u304c\u6574\u3063\u3066\u304a\u308a\u3001\u3044\u308f\u3086\u308b\u201c\u5747\u6574\u306e\u3068\u308c\u305f\u201d\u9854\u7acb\u3061\u3002\u7acb\u4f53\u611f\u3082\u9069\u5ea6\u3067\u3001\u793e\u4f1a\u7684\u5370\u8c61\u3082\u826f\u597d\u3068\u3055\u308c\u308b\u50be\u5411\u3002<br><\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p>\u3053\u306e\u30b0\u30eb\u30fc\u30d7\u306f\u3001\u7406\u60f3\u7684\u306a\u98df\u7fd2\u6163\u304c\u9854\u306e\u30d0\u30e9\u30f3\u30b9\u306e\u826f\u3055\u3084\u5065\u5eb7\u7684\u306a\u898b\u305f\u76ee\u306b\u3064\u306a\u304c\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u7b2c2\u7fa4\uff1a\u9ad8\u8102\u80aa\u30fb\u9ad8\u30ab\u30ed\u30ea\u30fc\u306e\u8089\u4e2d\u5fc3\u30b0\u30eb\u30fc\u30d7<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u98df\u7fd2\u6163<br>\u2192 \u8089\u985e\u3001\u8102\u8cea\u3001\u5869\u5206\u306e\u6442\u53d6\u91cf\u304c\u591a\u304f\u3001\u5168\u4f53\u7684\u306b\u9ad8\u30ab\u30ed\u30ea\u30fc\u306a\u98df\u751f\u6d3b\u3092\u9001\u3063\u3066\u3044\u308b\u3002<br><\/li>\n\n\n\n<li>\u8eab\u4f53\u69cb\u6210<br>\u2192 BMI\u3084\u4f53\u8102\u80aa\u91cf\u304c\u9ad8\u3081\u3002<br><\/li>\n\n\n\n<li>\u9854\u8c8c\u306e\u7279\u5fb4<br>\u2192 \u9854\u304c\u4e38\u304f\u6a2a\u306b\u5e83\u304c\u308a\u3084\u3059\u304f\u3001\u984e\u304c\u524d\u65b9\u306b\u7a81\u51fa\u3057\u3066\u3044\u308b\u3002\u300c\u3075\u3063\u304f\u3089\u300d\u3068\u3057\u305f\u5370\u8c61\u3092\u6301\u305f\u308c\u308b\u9854\u7acb\u3061\u3002<br><\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p>\u3053\u306e\u30b0\u30eb\u30fc\u30d7\u306f\u3001\u904e\u5270\u306a\u30ab\u30ed\u30ea\u30fc\u30fb\u8102\u8cea\u6442\u53d6\u304c\u4f53\u8102\u80aa\u3060\u3051\u3067\u306a\u304f\u9854\u306e\u5f62\u72b6\u306b\u3082\u8868\u308c\u308b\u3053\u3068\u3092\u8c61\u5fb4\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u7b2c3\u7fa4\uff1a\u30b5\u30eb\u30b3\u30da\u30cb\u30c3\u30af\u80a5\u6e80\u50be\u5411\u306e\u30a2\u30f3\u30d0\u30e9\u30f3\u30b9\u578b<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u98df\u7fd2\u6163<br>\u2192 \u7dcf\u30a8\u30cd\u30eb\u30ae\u30fc\u6442\u53d6\u91cf\u306f\u5c11\u306a\u3044\u304c\u3001\u7cd6\u8cea\u3084\u8102\u8cea\u3078\u306e\u55dc\u597d\u304c\u5f37\u3044\u3002\u6804\u990a\u306e\u8cea\u306b\u504f\u308a\u304c\u898b\u3089\u308c\u308b\u3002<br><\/li>\n\n\n\n<li>\u8eab\u4f53\u69cb\u6210<br>\u2192 \u7b4b\u8089\u91cf\u304c\u5c11\u306a\u304f\u3001\u4f53\u8102\u80aa\u7387\u304c\u9ad8\u3044\u3002\u30b5\u30eb\u30b3\u30da\u30cb\u30c3\u30af\u80a5\u6e80\uff08\u7b4b\u8089\u304c\u5c11\u306a\u3044\u306e\u306b\u8102\u80aa\u304c\u591a\u3044\u72b6\u614b\uff09\u306e\u50be\u5411\u3002<br><\/li>\n\n\n\n<li>\u9854\u8c8c\u306e\u7279\u5fb4<br>\u2192 \u9854\u304c\u7e26\u306b\u9577\u304f\u3001\u984e\u304c\u5927\u304d\u304f\u5f35\u3063\u3066\u304a\u308a\u3001\u30b7\u30e3\u30fc\u30d7\u3067\u7537\u6027\u7684\u306a\u5370\u8c61\u304c\u5f37\u3044\u3002<br><\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p>\u3053\u306e\u30b0\u30eb\u30fc\u30d7\u3067\u306f\u3001\u7b4b\u8089\u91cf\u306e\u5c11\u306a\u3055\u3068\u8102\u8cea\u504f\u91cd\u306e\u98df\u4e8b\u304c\u9854\u7acb\u3061\u306b\u72ec\u7279\u306e\u786c\u3055\u3084\u7537\u6027\u7684\u306a\u7279\u5fb4\u3092\u3082\u305f\u3089\u3057\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u793a\u5506\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6027\u7684\u5f62\u8cea\u5dee\u306e\u5206\u6790\u2500\u2500\u9854\u306e\u300c\u5973\u6027\u3089\u3057\u3055\u300d\u300c\u7537\u6027\u3089\u3057\u3055\u300d\u3082\u98df\u3067\u5909\u308f\u308b\uff1f<\/h3>\n\n\n\n<p>\u3055\u3089\u306b\u3001\u5404\u30b0\u30eb\u30fc\u30d7\u306e\u9854\u8c8c\u3092\u6bd4\u8f03\u3059\u308b\u305f\u3081\u306b\u3001\u300c\u6027\u7684\u5f62\u8cea\u5dee\uff08Sexual Shape Dimorphism, SShD\uff09\u300d\u306e\u6307\u6a19\u3082\u7528\u3044\u3089\u308c\u307e\u3057\u305f\u3002\u3053\u308c\u306f\u3001\u9854\u306e\u5f62\u306b\u304a\u3051\u308b\u300c\u5973\u6027\u7684\u300d\u307e\u305f\u306f\u300c\u7537\u6027\u7684\u300d\u306a\u7279\u5fb4\u3092\u6570\u5024\u5316\u3059\u308b\u624b\u6cd5\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7b2c3\u7fa4\uff08\u30b5\u30eb\u30b3\u30da\u30cb\u30c3\u30af\u80a5\u6e80\u578b\uff09\u304c\u6700\u3082\u7537\u6027\u7684\u306a\u9854\u7acb\u3061<br><\/li>\n\n\n\n<li>\u7b2c2\u7fa4\uff08\u9ad8\u8102\u80aa\u98df\u30b0\u30eb\u30fc\u30d7\uff09\u304c\u6700\u3082\u5973\u6027\u7684\u306a\u9854\u7acb\u3061<br><\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p>\u3053\u306e\u7d50\u679c\u306f\u3001\u6804\u990a\u306e\u8cea\u304c\u3001\u9854\u8c8c\u306b\u304a\u3051\u308b\u6027\u5dee\u7684\u306a\u7279\u5fb4\u306b\u3082\u5f71\u97ff\u3059\u308b\u53ef\u80fd\u6027\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u307e\u3068\u3081\uff1a\u300c\u4f55\u3092\u3069\u306e\u3088\u3046\u306b\u98df\u3079\u308b\u304b\u300d\u304c\u9854\u3092\u5f62\u3065\u304f\u308b<\/h3>\n\n\n\n<p>\u3053\u306e\u7ae0\u3067\u660e\u3089\u304b\u306b\u306a\u3063\u305f\u306e\u306f\u3001\u98df\u751f\u6d3b\u304c\u5358\u306b\u4f53\u683c\u3092\u5909\u3048\u308b\u3060\u3051\u3067\u306f\u306a\u304f\u3001\u9854\u306e\u7acb\u4f53\u7684\u306a\u5f62\u72b6\u3084\u5370\u8c61\u306b\u307e\u3067\u5f71\u97ff\u3059\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30d0\u30e9\u30f3\u30b9\u306e\u826f\u3044\u98df\u4e8b\u306f\u3001\u6574\u3063\u305f\u9854\u8c8c\u3068\u5065\u5eb7\u7684\u306a\u8eab\u4f53\u306b\u7d50\u3073\u3064\u304d\u3001<br><\/li>\n\n\n\n<li>\u9ad8\u8102\u80aa\u30fb\u9ad8\u30ab\u30ed\u30ea\u30fc\u306a\u98df\u4e8b\u306f\u3001\u4e38\u307f\u3092\u5e2f\u3073\u305f\u5370\u8c61\u306e\u9854\u3068\u95a2\u9023\u3057\u3001<br><\/li>\n\n\n\n<li>\u6804\u990a\u306e\u504f\u308a\u3068\u7b4b\u8089\u91cf\u306e\u4e0d\u8db3\u306f\u3001\u30b7\u30e3\u30fc\u30d7\u3067\u7537\u6027\u7684\u306a\u9854\u7acb\u3061\u306b\u7d50\u3073\u3064\u304f\u50be\u5411\u304c\u3042\u308b\u3002<br><\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p>\u3064\u307e\u308a\u3001\u65e5\u3005\u306e\u98df\u4e8b\u306f\u3001\u5065\u5eb7\u3060\u3051\u3067\u306a\u304f\u300c\u9854\u306e\u5c65\u6b74\u66f8\u300d\u306b\u3082\u306a\u3063\u3066\u3044\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7d42\u7ae0\uff1a\u79c1\u305f\u3061\u306e\u9854\u306b\u523b\u307e\u308c\u308b\u201c\u98df\u306e\u5c65\u6b74\u66f8\u201d<\/h2>\n\n\n\n<p>\u3053\u308c\u307e\u3067\u306e\u5206\u6790\u3092\u901a\u3058\u3066\u660e\u3089\u304b\u306b\u306a\u3063\u305f\u306e\u306f\u3001\u79c1\u305f\u3061\u306e\u9854\u306e\u304b\u305f\u3061\u306f\u3001\u5358\u306a\u308b\u907a\u4f1d\u306e\u7d50\u679c\u3067\u306f\u306a\u3044\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002\u65e5\u3005\u306e\u98df\u751f\u6d3b\u3084\u4f53\u5185\u306e\u5065\u5eb7\u72b6\u614b\u306f\u3001\u9759\u304b\u306b\u3001\u3057\u304b\u3057\u78ba\u304b\u306b\u9854\u306b\u73fe\u308c\u3066\u3044\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u9854\u8c8c\u306f\u300c\u898b\u305f\u76ee\u300d\u4ee5\u4e0a\u306e\u610f\u5473\u3092\u6301\u3064<\/h3>\n\n\n\n<p>\u3053\u306e\u7814\u7a76\u304c\u793a\u3057\u305f\u306e\u306f\u3001\u9854\u8c8c\u304c\u201c\u5065\u5eb7\u306e\u53ef\u8996\u5316\u201d\u3068\u3057\u3066\u6a5f\u80fd\u3057\u5f97\u308b\u3068\u3044\u3046\u65b0\u305f\u306a\u8996\u70b9\u3067\u3059\u3002\u9854\u306f\u793e\u4f1a\u7684\u306a\u7b2c\u4e00\u5370\u8c61\u3092\u5de6\u53f3\u3059\u308b\u8981\u7d20\u3067\u3042\u308b\u3068\u540c\u6642\u306b\u3001\u9aa8\u683c\u3001\u7b4b\u8089\u3001\u76ae\u4e0b\u8102\u80aa\u306e\u30d0\u30e9\u30f3\u30b9\u306a\u3069\u306e\u8eab\u4f53\u7684\u72b6\u614b\u3001\u3055\u3089\u306b\u306f\u6804\u990a\u306e\u8cea\u3092\u3082\u53cd\u6620\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7279\u306b\u3001\u8102\u80aa\u9178\u306e\u7a2e\u985e\uff08\u98fd\u548c\u8102\u80aa\u9178 vs. 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class=\"wp-block-heading\">\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u672a\u6765\u2500\u2500\u9854\u304b\u3089\u6804\u990a\u72b6\u614b\u3092\u8aad\u307f\u89e3\u304f\u6642\u4ee3\u3078<\/h3>\n\n\n\n<p>\u5c06\u6765\u7684\u306b\u306f\u3001\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u3084AI\u753b\u50cf\u89e3\u6790\u6280\u8853\u3092\u6d3b\u7528\u3057\u3001\u9854\u5199\u771f\u304b\u3089\u6804\u990a\u72b6\u614b\u3084\u5065\u5eb7\u30ea\u30b9\u30af\u3092\u4e88\u6e2c\u3059\u308b\u3088\u3046\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u4e00\u822c\u5316\u3059\u308b\u53ef\u80fd\u6027\u3082\u3042\u308a\u307e\u3059\u3002<br>\u3053\u3046\u3057\u305f\u6280\u8853\u306f\u3001\u4f53\u91cd\u8a08\u3084\u8840\u6db2\u691c\u67fb\u3067\u306f\u898b\u9003\u3057\u304c\u3061\u306a\u5fae\u7d30\u306a\u5909\u5316\u3092\u65e9\u671f\u306b\u30ad\u30e3\u30c3\u30c1\u3057\u3001\u98df\u751f\u6d3b\u306e\u898b\u76f4\u3057\u3084\u751f\u6d3b\u7fd2\u6163\u306e\u6539\u5584\u306b\u3064\u306a\u3052\u308b\u30d2\u30f3\u30c8\u3068\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6210\u9577\u671f\u306e\u300c\u98df\u9078\u3073\u300d\u306f\u3001\u672a\u6765\u306e\u9854\u3092\u3064\u304f\u308b<\/h3>\n\n\n\n<p>\u3053\u306e\u7814\u7a76\u7d50\u679c\u304c\u3068\u304f\u306b\u91cd\u8981\u306a\u610f\u5473\u3092\u6301\u3064\u306e\u306f\u3001\u6210\u9577\u671f\u306b\u3042\u308b\u82e5\u5e74\u5c64\u3001\u7279\u306b10\u4ee3\u306e\u5973\u6027\u306b\u5bfe\u3057\u3066\u3067\u3059\u3002\u601d\u6625\u671f\u306f\u8eab\u4f53\u69cb\u9020\u304c\u5927\u304d\u304f\u5909\u308f\u308a\u3001\u9aa8\u683c\u3084\u7b4b\u8089\u306e\u6210\u9577\u304c\u30d4\u30fc\u30af\u3092\u8fce\u3048\u308b\u91cd\u8981\u306a\u6642\u671f\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u3053\u306e\u6642\u671f\u306b\u6804\u990a\u306e\u30d0\u30e9\u30f3\u30b9\u304c\u504f\u308b\u3068\u3001\u9854\u306e\u767a\u9054\u306b\u9577\u671f\u7684\u306a\u5f71\u97ff\u3092\u53ca\u307c\u3059\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<br><\/li>\n\n\n\n<li>\u9006\u306b\u8a00\u3048\u3070\u3001\u826f\u8cea\u306a\u98df\u4e8b\u3092\u9078\u3076\u3053\u3068\u304c\u3001\u5c06\u6765\u7684\u306a\u898b\u305f\u76ee\u306e\u7f8e\u3057\u3055\u3068\u5065\u5eb7\u306e\u4e21\u7acb\u306b\u3064\u306a\u304c\u308b\u3068\u3082\u8a00\u3048\u308b\u306e\u3067\u3059\u3002<br><\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4fdd\u8b77\u8005\u30fb\u6559\u80b2\u8005\u3078\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\uff1a\u6bce\u65e5\u306e\u98df\u5353\u304c\u300c\u9854\u306e\u304b\u305f\u3061\u300d\u3092\u80b2\u3066\u308b<\/h3>\n\n\n\n<p>\u89aa\u3084\u6559\u80b2\u8005\u306b\u3068\u3063\u3066\u3001\u300c\u6804\u990a\u300d\u306f\u6210\u7e3e\u3084\u904b\u52d5\u80fd\u529b\u3060\u3051\u3067\u306a\u304f\u3001\u5b50\u3069\u3082\u306e\u81ea\u5df1\u80af\u5b9a\u611f\u3084\u793e\u4f1a\u7684\u5370\u8c61\u3092\u80b2\u3080\u8981\u7d20\u306e\u3072\u3068\u3064\u3067\u3082\u3042\u308b\u3068\u3044\u3046\u8996\u70b9\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u671d\u98df\u3092\u6b20\u304b\u3055\u306a\u3044\u3053\u3068<br><\/li>\n\n\n\n<li>\u91ce\u83dc\u3084\u9b5a\u3001\u8c46\u985e\u306a\u3069\u3001\u504f\u308a\u306e\u306a\u3044\u30e1\u30cb\u30e5\u30fc\u3092\u7fd2\u6163\u3065\u3051\u308b\u3053\u3068<br><\/li>\n\n\n\n<li>\u98df\u3079\u308b\u3053\u3068\u3078\u306e\u524d\u5411\u304d\u306a\u614b\u5ea6\uff08\uff1d\u201c\u697d\u3057\u3044\u98df\u5353\u201d\uff09\u3092\u80b2\u3066\u308b\u3053\u3068<br><\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p>\u3053\u308c\u3089\u304c\u3001\u8eab\u4f53\u7684\u306a\u5065\u5eb7\u3060\u3051\u3067\u306a\u304f\u3001\u9854\u7acb\u3061\u3084\u305d\u306e\u4eba\u306e\u300c\u5370\u8c61\u300d\u306b\u307e\u3067\u5f71\u97ff\u3059\u308b\u3068\u3044\u3046\u3053\u3068\u3092\u3001\u305c\u3072\u5fc3\u306b\u7559\u3081\u3066\u3044\u305f\u3060\u304d\u305f\u3044\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u82e5\u3044\u4eba\u305f\u3061\u3078\u2500\u2500\u300c\u98df\u3079\u308b\u3053\u3068\u300d\u306f\u672a\u6765\u306e\u81ea\u5206\u3078\u306e\u6295\u8cc7<\/h3>\n\n\n\n<p>\u3042\u306a\u305f\u304c\u4eca\u65e5\u9078\u3076\u98df\u4e8b\u306f\u3001\u5358\u306a\u308b\u201c\u304a\u306a\u304b\u3092\u6e80\u305f\u3059\u305f\u3081\u306e\u624b\u6bb5\u201d\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<br>\u305d\u308c\u306f\u3001\u672a\u6765\u306e\u81ea\u5206\u3092\u5f62\u3065\u304f\u308b\u300c\u9078\u629e\u300d\u306a\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<ul 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class=\"wp-block-heading\">\u5f15\u7528\u6587\u732e<\/h2>\n\n\n\n<p><a href=\"https:\/\/doi.org\/10.1038\/s41598-022-21919-5\">Tanikawa, C., Kurata, M., Tanizaki, N. <em>et al.<\/em> Influence of the nutritional status on facial morphology in young Japanese women. <em>Sci Rep<\/em> <strong>12<\/strong>, 18557 (2022). https:\/\/doi.org\/10.1038\/s41598-022-21919-5<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5e8f\u7ae0\uff1a\u9854\u306f\u300c\u5185\u306a\u308b\u5065\u5eb7\u300d\u306e\u93e1\u3067\u3042\u308b 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\u7b2c\u4e00\u7ae0\uff1a\u7814\u7a76\u306e\u80cc\u666f\u3068\u554f\u3044\u304b\u3051 \u9854\u306e\u5f62\u614b\u306f\u3001\u751f\u7269\u5b66\u7684\u30fb\u793e\u4f1a\u7684\u306b\u6975\u3081\u3066\u91cd\u8981\u306a\u610f\u5473\u3092\u6301\u3061\u307e\u3059\u3002\u793e\u4f1a\u5fc3\u7406\u5b66\u3067\u306f\u3001\u9854\u7acb\u3061\u306f\u7b2c\u4e00\u5370\u8c61\u306b\u5927\u304d\u304f\u5f71\u97ff\u3059\u308b\u3068\u3055\u308c\u3001\u307e\u305f\u9032\u5316\u4eba\u985e\u5b66\u306e\u89b3\u70b9\u304b\u3089\u306f\u3001\u9854\u306e\u304b\u305f\u3061\u306b\u542b\u307e\u308c\u308b\u6027\u7684\u5f62\u8cea\uff08sexual dimorphism\uff09\u306f\u7e41\u6b96\u6226\u7565\u3084\u907a\u4f1d\u7684\u9b45\u529b\u3068\u3082\u7d50\u3073\u3064\u3044\u3066\u3044\u307e\u3059\u3002 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\u7814\u7a76\u306f\u3001\u5175\u5eab\u770c\u306b\u3042\u308b\u6b66\u5eab\u5ddd\u5973\u5b50\u5927\u5b66\u306b\u901a\u3046\u5065\u5eb7\u306a\u5973\u5b50\u5b66\u751f115\u540d\uff08\u5e74\u9f62\u7bc4\u56f2\uff1a19.3\u301c23.2\u6b73\u3001\u5e73\u574720.6\u6b73\u00b10.48\uff09\u3092\u5bfe\u8c61\u306b\u5b9f\u65bd\u3055\u308c\u307e\u3057\u305f\u3002\u53c2\u52a0\u8005\u306f\u3059\u3079\u3066\u3001\u751f\u6d3b\u74b0\u5883\u3084\u6559\u80b2\u80cc\u666f\u304c\u985e\u4f3c\u3057\u3066\u304a\u308a\u3001\u5916\u7684\u306a\u5f71\u97ff\u8981\u56e0\uff08\u4f8b\uff1a\u751f\u6d3b\u7fd2\u6163\u3084\u793e\u4f1a\u7d4c\u6e08\u7684\u8981\u56e0\uff09\u306b\u3088\u308b\u3070\u3089\u3064\u304d\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u9854\u8c8c\u3078\u306e\u5f71\u97ff\u3092\u6804\u990a\u3084\u8eab\u4f53\u69cb\u6210\u306b\u7279\u5316\u3057\u3066\u5206\u6790\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002 \u7814\u7a76\u306e3\u672c\u67f1\uff1a\u9854\u8c8c\u30fb\u6804\u990a\u72b6\u614b\u30fb\u8eab\u4f53\u7d44\u6210\u306e\u5206\u6790 \u7814\u7a76\u306e\u4e2d\u5fc3\u306f\u4ee5\u4e0b\u306e3\u3064\u306e\u8981\u7d20\u3092\u8a73\u7d30\u306b\u6e2c\u5b9a\u30fb\u5206\u6790\u3059\u308b\u3053\u3068\u306b\u3042\u308a\u307e\u3059\uff1a \u3053\u308c\u3089\u3092\u7d71\u5408\u7684\u306b\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u98df\u751f\u6d3b\u304c\u9854\u8c8c\u306b\u3069\u306e\u3088\u3046\u306b\u53cd\u6620\u3055\u308c\u308b\u306e\u304b\u3092\u660e\u3089\u304b\u306b\u3057\u3088\u3046\u3068\u3057\u3066\u3044\u307e\u3059\u3002 \u9854\u306e3D\u30b9\u30ad\u30e3\u30f3\uff1a\u9ad8\u7cbe\u5ea6\u306e\u5f62\u614b\u30c7\u30fc\u30bf\u3092\u53ce\u96c6 \u9854\u8c8c\u306e\u6e2c\u5b9a\u306b\u306f\u3001\u533b\u7642\u7528\u306e\u9ad8\u7cbe\u5ea63D\u30b9\u30ad\u30e3\u30ca\u30fc\u300c3dMDcranial System\u300d\u3092\u4f7f\u7528\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u88c5\u7f6e\u306f\u3001\u624b\u8853\u524d\u5f8c\u306e\u9854\u9762\u8a55\u4fa1\u306a\u3069\u306b\u3082\u4f7f\u308f\u308c\u308b\u3082\u306e\u3067\u3001\u975e\u5e38\u306b\u6b63\u78ba\u306a\u5f62\u72b6\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002 \u6804\u990a\u72b6\u614b\u306e\u8a55\u4fa1\uff1a\u98df\u4e8b\u983b\u5ea6\u8cea\u554f\u7968\u3068\u5c02\u9580\u5bb6\u306e\u30c1\u30a7\u30c3\u30af \u6804\u990a\u72b6\u614b\u306e\u628a\u63e1\u306b\u306f\u3001\u98df\u4e8b\u983b\u5ea6\u8cea\u554f\u7968\uff08Food Frequency Questionnaire, FFQ\uff09\u304c\u7528\u3044\u3089\u308c\u307e\u3057\u305f\u3002\u3053\u308c\u306f\u3001\u904e\u53bb\u4e00\u5b9a\u671f\u9593\u306b\u3069\u306e\u3088\u3046\u306a\u98df\u54c1\u3092\u3069\u306e\u304f\u3089\u3044\u306e\u983b\u5ea6\u30fb\u91cf\u3067\u98df\u3079\u305f\u304b\u3092\u81ea\u5df1\u7533\u544a\u3059\u308b\u5f62\u5f0f\u306e\u8cea\u554f\u7968\u3067\u3059\u3002 \u8eab\u4f53\u7d44\u6210\u306e\u6e2c\u5b9a\uff1a\u533b\u7642\u30b0\u30ec\u30fc\u30c9\u306e\u88c5\u7f6e\u306b\u3088\u308b\u6b63\u78ba\u306a\u5206\u6790 \u88ab\u9a13\u8005\u306e\u8eab\u4f53\u69cb\u6210\u306f\u3001\u533b\u7642\u73fe\u5834\u3067\u3082\u4f7f\u7528\u3055\u308c\u308bInBody 720\u3068\u3044\u3046\u4f53\u7d44\u6210\u5206\u6790\u88c5\u7f6e\u3067\u6e2c\u5b9a\u3055\u308c\u307e\u3057\u305f\u3002\u3053\u308c\u306f\u751f\u4f53\u96fb\u6c17\u30a4\u30f3\u30d4\u30fc\u30c0\u30f3\u30b9\u6cd5\uff08BIA\uff09\u306b\u57fa\u3065\u3044\u3066\u304a\u308a\u3001\u975e\u4fb5\u8972\u7684\u304b\u3064\u8fc5\u901f\u306b\u8a73\u7d30\u306a\u4f53\u7d44\u6210\u3092\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002 \u6e2c\u5b9a\u9805\u76ee\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\uff1a \u3053\u308c\u3089\u306e\u30c7\u30fc\u30bf\u306b\u3088\u308a\u3001\u4f53\u683c\u3084\u7b4b\u8089\u30fb\u8102\u80aa\u306e\u30d0\u30e9\u30f3\u30b9\u304c\u9854\u8c8c\u306b\u3069\u306e\u3088\u3046\u306b\u5f71\u97ff\u3057\u3066\u3044\u308b\u306e\u304b\u3092\u5206\u6790\u53ef\u80fd\u3068\u3057\u307e\u3057\u305f\u3002 \u98df\u884c\u52d5\u306e\u5fc3\u7406\u8a55\u4fa1\uff1a\u5fc3\u306e\u52d5\u304d\u304c\u98df\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3082\u5206\u6790 \u3055\u3089\u306b\u3001\u98df\u884c\u52d5\u306b\u95a2\u3059\u308b\u5fc3\u7406\u7684\u30fb\u884c\u52d5\u7684\u5074\u9762\u3082\u8abf\u67fb\u3055\u308c\u307e\u3057\u305f\u3002\u4f7f\u7528\u3055\u308c\u305f\u306e\u306f\u300155\u9805\u76ee\u304b\u3089\u6210\u308b\u5fc3\u7406\u5c3a\u5ea6\u3067\u3059\u3002 \u8a55\u4fa1\u3055\u308c\u305f\u4e3b\u306a\u5074\u9762\u306b\u306f\u4ee5\u4e0b\u304c\u542b\u307e\u308c\u307e\u3059\uff1a \u3053\u306e\u3088\u3046\u306b\u3001\u5358\u306a\u308b\u6804\u990a\u6442\u53d6\u91cf\u3060\u3051\u3067\u306a\u304f\u3001\u98df\u3068\u306e\u5411\u304d\u5408\u3044\u65b9\u3084\u5fc3\u7406\u7684\u50be\u5411\u307e\u3067\u542b\u3081\u305f\u5305\u62ec\u7684\u306a\u8996\u70b9\u3067\u30c7\u30fc\u30bf\u304c\u53ce\u96c6\u3055\u308c\u3066\u3044\u307e\u3059\u3002 \u307e\u3068\u3081\uff1a\u591a\u89d2\u7684\u30c7\u30fc\u30bf\u3067\u300c\u9854\u306e\u304b\u305f\u3061\u300d\u3092\u8aad\u307f\u89e3\u304f\u6e96\u5099 \u672c\u7814\u7a76\u3067\u306f\u3001\u9854\u306e\u7acb\u4f53\u5f62\u72b6\u3001\u65e5\u5e38\u306e\u98df\u4e8b\u5185\u5bb9\u3001\u8eab\u4f53\u306e\u69cb\u6210\u3001\u3055\u3089\u306b\u306f\u98df\u884c\u52d5\u306b\u95a2\u3059\u308b\u5fc3\u7406\u7684\u7279\u5fb4\u307e\u3067\u3001\u975e\u5e38\u306b\u591a\u5c90\u306b\u308f\u305f\u308b\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3057\u3066\u89e3\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u300c\u9854\u8c8c\u306f\u6804\u990a\u306e\u5c65\u6b74\u3092\u6620\u3059\u300d\u3068\u3044\u3046\u4eee\u8aac\u306e\u691c\u8a3c\u306b\u5099\u3048\u307e\u3057\u305f\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u9854\u304c\u3069\u306e\u3088\u3046\u306b\u65e5\u3005\u306e\u751f\u6d3b\u7fd2\u6163\u3084\u8eab\u4f53\u306e\u5185\u90e8\u72b6\u614b\u3092\u300c\u8a9e\u3063\u3066\u3044\u308b\u300d\u306e\u304b\u3092\u3001\u79d1\u5b66\u7684\u306b\u6349\u3048\u308b\u305f\u3081\u306e\u571f\u53f0\u304c\u7bc9\u304b\u308c\u305f\u306e\u3067\u3059\u3002 \u7b2c\u4e09\u7ae0\uff1a\u9854\u3068\u304b\u305f\u3061\u306e\u591a\u69d8\u6027\u2500\u2500\u4e3b\u6210\u5206\u304b\u3089\u898b\u3048\u308b\u5dee\u7570 \u672c\u7ae0\u3067\u306f\u3001\u53ce\u96c6\u3055\u308c\u305f\u81a8\u5927\u306a3D\u9854\u9762\u30c7\u30fc\u30bf\u3092\u7d71\u8a08\u7684\u306b\u89e3\u6790\u3057\u3001\u9854\u306e\u304b\u305f\u3061\u306e\u500b\u4eba\u5dee\u3092\u3069\u306e\u3088\u3046\u306b\u5206\u985e\u30fb\u7406\u89e3\u3067\u304d\u308b\u306e\u304b\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002\u7814\u7a76\u30c1\u30fc\u30e0\u306f\u300c\u4e3b\u6210\u5206\u5206\u6790\uff08Principal Component Analysis, PCA\uff09\u300d\u3068\u3044\u3046\u591a\u5909\u91cf\u89e3\u6790\u306e\u624b\u6cd5\u3092\u7528\u3044\u3066\u3001\u8907\u96d1\u306a\u9854\u306e\u60c5\u5831\u3092\u6574\u7406\u30fb\u53ef\u8996\u5316\u3057\u307e\u3057\u305f\u3002 \u4e3b\u6210\u5206\u5206\u6790\u3068\u306f\uff1f\u2500\u2500\u5f62\u306e\u8907\u96d1\u3055\u3092\u7c21\u6f54\u306b\u307e\u3068\u3081\u308b\u6280\u8853 \u9854\u306f\u3001\u4eba\u306b\u3088\u3063\u3066\u5fae\u5999\u306b\u7570\u306a\u308b\u591a\u304f\u306e\u8981\u7d20\uff08\u5e45\u3001\u9ad8\u3055\u3001\u51f9\u51f8\u3001\u4f4d\u7f6e\u95a2\u4fc2\u306a\u3069\uff09\u304b\u3089\u6210\u308a\u7acb\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u3046\u3057\u305f\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u3092\u305d\u306e\u307e\u307e\u6271\u3046\u306e\u306f\u56f0\u96e3\u3067\u3059\u304c\u3001\u300c\u4e3b\u6210\u5206\u5206\u6790\uff08PCA\uff09\u300d\u3092\u4f7f\u3048\u3070\u3001\u30c7\u30fc\u30bf\u306e\u4e2d\u3067\u6700\u3082\u5927\u304d\u306a\u9055\u3044\u3092\u8aac\u660e\u3059\u308b\u201c\u8ef8\u201d\u3092\u62bd\u51fa\u3067\u304d\u307e\u3059\u3002 \u3053\u306e\u5206\u6790\u306b\u3088\u308a\u3001\u9854\u306e\u304b\u305f\u3061\u306b\u304a\u3051\u308b\u4e3b\u8981\u306a\u5909\u52d5\u8981\u7d20\uff08\uff1d\u300c\u9854\u5f62\u4e3b\u6210\u5206\u300d\uff09\u304c\u660e\u3089\u304b\u306b\u306a\u308a\u307e\u3057\u305f\u3002 \u9854\u306e\u5f62\u3092\u6c7a\u3081\u308b8\u3064\u306e\u300c\u9854\u5f62\u4e3b\u6210\u5206\uff08sPCs\uff09\u300d \u3053\u306e\u7814\u7a76\u3067\u306f\u3001\u9854\u306e\u5168\u4f53\u7684\u306a\u5f62\u306e\u9055\u3044\u306e\u3046\u3061\u300170.9\uff05\u3092\u8aac\u660e\u3067\u304d\u308b8\u3064\u306e\u4e3b\u6210\u5206\uff08Shape Principal Components, sPCs\uff09\u304c\u62bd\u51fa\u3055\u308c\u307e\u3057\u305f\u3002\u4ee5\u4e0b\u306f\u7279\u306b\u6ce8\u76ee\u3055\u308c\u305f\u4e3b\u6210\u5206\u3067\u3059\uff1a \u3053\u308c\u3089\u306e\u4e3b\u6210\u5206\u306f\u3001\u9854\u306e\u7acb\u4f53\u7684\u306a\u7279\u5fb4\u306e\u9055\u3044\u3092\u7c21\u6f54\u306b\u6570\u5024\u5316\u3057\u3001\u5f8c\u306e\u5206\u6790\u3067\u6804\u990a\u72b6\u614b\u3084\u8eab\u4f53\u69cb\u6210\u3068\u306e\u95a2\u9023\u3092\u63a2\u308b\u305f\u3081\u306e\u8ef8\u3068\u306a\u308a\u307e\u3059\u3002 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