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  • 采用SPSS Modeler的Web复杂网络对所有腧穴进行分析

    原文链接:http://tecdat.cn/?p=12339


    背景:

    本次腧穴配伍关联规则分析,以针灸治疗FC的113例处方中使用频次在5次及以上的25种腧穴为关联对象。将前项最小支持度设为12%,规则的最小置信度设为85%,得出最常用的腧穴配伍,按照置信度的高低排列。

    采用 SPSS 的 Web 复杂网络对所有腧穴进 行分析,设置阈值为绝对、强链接较粗,可显示的最大 链接数为 80,弱链接上限为 15,强链接下限为 35,链 接大小显示强/正常类别。生成 处方取穴整体 网络图,尺度大小 20 ~ 76,通过粗线、细线和虚线表示 药物之间链接的强弱程度。

    关联关系整体

    将阈值改为总体百分比、 强链接较粗,生成图 处方取穴核心网络图,尺度大小 为 1. 0 ~ 1. 2,多少穴位按照这个设置的,就是按照 设置阈值为绝对,强链接较粗,可显示的最大连接数为100,弱链接上限为10,强链接下限为35,链接大小显示强/正常/弱类别,然后生成图,尺度大小 。

    设置阈值为绝对,强链接较粗,可显示的最大连接数为100,弱链接上限为10,强链接下限为35,链接大小显示强/正常/弱类别,然后生成图一,尺度大小 下。然后把阈值改为总体百分比,强链接较粗,生成图二的取穴核心网络图,尺度大小1.0-1.2 这个来设置的。

    核心处方网络

    两个穴位的配对强关联规则结果

    Consequent

    Antecedent

    Support %

    Confidence %

    天枢 = 1.0

    腹结 = 1.0

    25.22522523

    100

    天枢 = 1.0

    合谷 = 1.0

    12.61261261

    100

    天枢 = 1.0

    脾俞 = 1.0

    18.01801802

    100

    天枢 = 1.0

    关元 = 1.0

    27.92792793

    100

    天枢 = 1.0

    气海 = 1.0

    30.63063063

    100

    天枢 = 1.0

    大肠俞 = 1.0

    41.44144144

    97.82608696

    天枢 = 1.0

    中脘 = 1.0

    32.43243243

    97.22222222

    天枢 = 1.0

    支沟 = 1.0

    32.43243243

    97.22222222

    天枢 = 1.0

    三阴交 = 1.0

    23.42342342

    96.15384615

    天枢 = 1.0

    足三里 = 1.0

    45.94594595

    96.07843137

    足三里 = 1.0

    合谷 = 1.0

    12.61261261

    92.85714286

    天枢 = 1.0

    上巨虚 = 1.0

    69.36936937

    92.20779221

    足三里 = 1.0

    脾俞 = 1.0

    18.01801802

    90

    上巨虚 = 1.0

    曲池 = 1.0

    16.21621622

    88.88888889

    气海 = 1.0

    脾俞 = 1.0

    18.01801802

    85

    多个穴位的配对 强关联规则结果

    Consequent

    Antecedent

    Support %

    Confidence %

    Lift

    天枢 = 1.0

    腹结 = 1.0

    25.22522523

    100

    1.099009901

    天枢 = 1.0

    脾俞 = 1.0

    18.01801802

    100

    1.099009901

    天枢 = 1.0

    关元 = 1.0

    27.92792793

    100

    1.099009901

    天枢 = 1.0

    气海 = 1.0

    30.63063063

    100

    1.099009901

    天枢 = 1.0

    腹结 = 1.0 and 上巨虚 = 1.0

    20.72072072

    100

    1.099009901

    天枢 = 1.0

    脾俞 = 1.0 and 气海 = 1.0

    15.31531532

    100

    1.099009901

    天枢 = 1.0

    脾俞 = 1.0 and 足三里 = 1.0

    16.21621622

    100

    1.099009901

    天枢 = 1.0

    三阴交 = 1.0 and 大肠俞 = 1.0

    15.31531532

    100

    1.099009901

    天枢 = 1.0

    三阴交 = 1.0 and 足三里 = 1.0

    19.81981982

    100

    1.099009901

    天枢 = 1.0

    三阴交 = 1.0 and 上巨虚 = 1.0

    18.01801802

    100

    1.099009901

    天枢 = 1.0

    关元 = 1.0 and 中脘 = 1.0

    23.42342342

    100

    1.099009901

    天枢 = 1.0

    关元 = 1.0 and 气海 = 1.0

    18.91891892

    100

    1.099009901

    天枢 = 1.0

    关元 = 1.0 and 支沟 = 1.0

    16.21621622

    100

    1.099009901

    天枢 = 1.0

    关元 = 1.0 and 大肠俞 = 1.0

    15.31531532

    100

    1.099009901

    天枢 = 1.0

    关元 = 1.0 and 足三里 = 1.0

    18.91891892

    100

    1.099009901

    天枢 = 1.0

    关元 = 1.0 and 上巨虚 = 1.0

    18.01801802

    100

    1.099009901

    天枢 = 1.0

    中脘 = 1.0 and 气海 = 1.0

    20.72072072

    100

    1.099009901

    天枢 = 1.0

    中脘 = 1.0 and 支沟 = 1.0

    17.11711712

    100

    1.099009901

    天枢 = 1.0

    中脘 = 1.0 and 大肠俞 = 1.0

    17.11711712

    100

    1.099009901

    天枢 = 1.0

    中脘 = 1.0 and 足三里 = 1.0

    20.72072072

    100

    1.099009901

    天枢 = 1.0

    中脘 = 1.0 and 上巨虚 = 1.0

    19.81981982

    100

    1.099009901

    天枢 = 1.0

    气海 = 1.0 and 支沟 = 1.0

    19.81981982

    100

    1.099009901

    天枢 = 1.0

    气海 = 1.0 and 大肠俞 = 1.0

    18.01801802

    100

    1.099009901

    天枢 = 1.0

    气海 = 1.0 and 足三里 = 1.0

    22.52252252

    100

    1.099009901

    天枢 = 1.0

    气海 = 1.0 and 上巨虚 = 1.0

    21.62162162

    100

    1.099009901

    天枢 = 1.0

    支沟 = 1.0 and 大肠俞 = 1.0

    19.81981982

    100

    1.099009901

    天枢 = 1.0

    支沟 = 1.0 and 足三里 = 1.0

    25.22522523

    100

    1.099009901

    天枢 = 1.0

    支沟 = 1.0 and 上巨虚 = 1.0

    24.32432432

    100

    1.099009901

    天枢 = 1.0

    三阴交 = 1.0 and 足三里 = 1.0 and 上巨虚 = 1.0

    15.31531532

    100

    1.099009901

    天枢 = 1.0

    关元 = 1.0 and 中脘 = 1.0 and 气海 = 1.0

    16.21621622

    100

    1.099009901

    天枢 = 1.0

    关元 = 1.0 and 中脘 = 1.0 and 足三里 = 1.0

    15.31531532

    100

    1.099009901

    天枢 = 1.0

    中脘 = 1.0 and 气海 = 1.0 and 上巨虚 = 1.0

    15.31531532

    100

    1.099009901

    天枢 = 1.0

    中脘 = 1.0 and 大肠俞 = 1.0 and 足三里 = 1.0

    15.31531532

    100

    1.099009901

    天枢 = 1.0

    气海 = 1.0 and 支沟 = 1.0 and 足三里 = 1.0

    16.21621622

    100

    1.099009901

    天枢 = 1.0

    气海 = 1.0 and 支沟 = 1.0 and 上巨虚 = 1.0

    15.31531532

    100

    1.099009901

    天枢 = 1.0

    气海 = 1.0 and 大肠俞 = 1.0 and 足三里 = 1.0

    16.21621622

    100

    1.099009901

    天枢 = 1.0

    气海 = 1.0 and 足三里 = 1.0 and 上巨虚 = 1.0

    16.21621622

    100

    1.099009901

    天枢 = 1.0

    支沟 = 1.0 and 大肠俞 = 1.0 and 足三里 = 1.0

    18.01801802

    100

    1.099009901

    天枢 = 1.0

    支沟 = 1.0 and 大肠俞 = 1.0 and 上巨虚 = 1.0

    15.31531532

    100

    1.099009901

    天枢 = 1.0

    支沟 = 1.0 and 足三里 = 1.0 and 上巨虚 = 1.0

    18.91891892

    100

    1.099009901

    天枢 = 1.0

    大肠俞 = 1.0

    41.44144144

    97.82608696

    1.075118381

    天枢 = 1.0

    中脘 = 1.0

    32.43243243

    97.22222222

    1.068481848

    天枢 = 1.0

    支沟 = 1.0

    32.43243243

    97.22222222

    1.068481848

    天枢 = 1.0

    大肠俞 = 1.0 and 足三里 = 1.0

    30.63063063

    97.05882353

    1.06668608

    天枢 = 1.0

    大肠俞 = 1.0 and 上巨虚 = 1.0

    28.82882883

    96.875

    1.064665842

    天枢 = 1.0

    三阴交 = 1.0

    23.42342342

    96.15384615

    1.056740289

    天枢 = 1.0

    足三里 = 1.0

    45.94594595

    96.07843137

    1.055911474

    天枢 = 1.0

    大肠俞 = 1.0 and 足三里 = 1.0 and 上巨虚 = 1.0

    21.62162162

    95.83333333

    1.053217822

    天枢 = 1.0

    足三里 = 1.0 and 上巨虚 = 1.0

    32.43243243

    94.44444444

    1.037953795

    足三里 = 1.0

    三阴交 = 1.0 and 大肠俞 = 1.0

    15.31531532

    94.11764706

    2.048442907

    足三里 = 1.0

    三阴交 = 1.0 and 大肠俞 = 1.0 and 天枢 = 1.0

    15.31531532

    94.11764706

    2.048442907

    天枢 = 1.0

    上巨虚 = 1.0

    69.36936937

    92.20779221

    1.013372766

    足三里 = 1.0

    支沟 = 1.0 and 大肠俞 = 1.0

    19.81981982

    90.90909091

    1.978609626

    足三里 = 1.0

    支沟 = 1.0 and 大肠俞 = 1.0 and 天枢 = 1.0

    19.81981982

    90.90909091

    1.978609626

    足三里 = 1.0

    脾俞 = 1.0

    18.01801802

    90

    1.958823529

    足三里 = 1.0

    脾俞 = 1.0 and 天枢 = 1.0

    18.01801802

    90

    1.958823529

    足三里 = 1.0

    气海 = 1.0 and 大肠俞 = 1.0

    18.01801802

    90

    1.958823529

    足三里 = 1.0

    气海 = 1.0 and 大肠俞 = 1.0 and 天枢 = 1.0

    18.01801802

    90

    1.958823529

    足三里 = 1.0

    中脘 = 1.0 and 大肠俞 = 1.0

    17.11711712

    89.47368421

    1.947368421

    足三里 = 1.0

    中脘 = 1.0 and 大肠俞 = 1.0 and 天枢 = 1.0

    17.11711712

    89.47368421

    1.947368421

    上巨虚 = 1.0

    曲池 = 1.0

    16.21621622

    88.88888889

    1.281385281

    足三里 = 1.0

    脾俞 = 1.0 and 气海 = 1.0

    15.31531532

    88.23529412

    1.920415225

    足三里 = 1.0

    关元 = 1.0 and 大肠俞 = 1.0

    15.31531532

    88.23529412

    1.920415225

    上巨虚 = 1.0

    关元 = 1.0 and 大肠俞 = 1.0

    15.31531532

    88.23529412

    1.271963331

    足三里 = 1.0

    脾俞 = 1.0 and 气海 = 1.0 and 天枢 = 1.0

    15.31531532

    88.23529412

    1.920415225

    足三里 = 1.0

    关元 = 1.0 and 大肠俞 = 1.0 and 天枢 = 1.0

    15.31531532

    88.23529412

    1.920415225

    上巨虚 = 1.0

    关元 = 1.0 and 大肠俞 = 1.0 and 天枢 = 1.0

    15.31531532

    88.23529412

    1.271963331

    足三里 = 1.0

    支沟 = 1.0 and 大肠俞 = 1.0 and 上巨虚 = 1.0

    15.31531532

    88.23529412

    1.920415225

    足三里 = 1.0

    支沟 = 1.0 and 大肠俞 = 1.0 and 上巨虚 = 1.0 and 天枢 = 1.0

    15.31531532

    88.23529412

    1.920415225

    足三里 = 1.0

    三阴交 = 1.0 and 天枢 = 1.0

    22.52252252

    88

    1.915294118

    中脘 = 1.0

    关元 = 1.0 and 气海 = 1.0

    18.91891892

    85.71428571

    2.642857143

    中脘 = 1.0

    关元 = 1.0 and 气海 = 1.0 and 天枢 = 1.0

    18.91891892

    85.71428571

    2.642857143

    气海 = 1.0

    脾俞 = 1.0

    18.01801802

    85

    2.775

    气海 = 1.0

    脾俞 = 1.0 and 天枢 = 1.0

    18.01801802

    85

    2.775

    足三里 = 1.0

    三阴交 = 1.0 and 上巨虚 = 1.0

    18.01801802

    85

    1.85

    足三里 = 1.0

    三阴交 = 1.0 and 上巨虚 = 1.0 and 天枢 = 1.0

    18.01801802

    85

    1.85

    足三里 = 1.0

    三阴交 = 1.0

    23.42342342

    84.61538462

    1.841628959

    气海 = 1.0

    中脘 = 1.0 and 支沟 = 1.0

    17.11711712

    84.21052632

    2.749226006

    足三里 = 1.0

    中脘 = 1.0 and 支沟 = 1.0

    17.11711712

    84.21052632

    1.832817337

    气海 = 1.0

    中脘 = 1.0 and 支沟 = 1.0 and 天枢 = 1.0

    17.11711712

    84.21052632

    2.749226006

    足三里 = 1.0

    中脘 = 1.0 and 支沟 = 1.0 and 天枢 = 1.0

    17.11711712

    84.21052632

    1.832817337

    中脘 = 1.0

    关元 = 1.0

    27.92792793

    83.87096774

    2.586021505

    中脘 = 1.0

    关元 = 1.0 and 天枢 = 1.0

    27.92792793

    83.87096774

    2.586021505

    气海 = 1.0

    脾俞 = 1.0 and 足三里 = 1.0

    16.21621622

    83.33333333

    2.720588235

    足三里 = 1.0

    关元 = 1.0 and 支沟 = 1.0

    16.21621622

    83.33333333

    1.81372549

    气海 = 1.0

    脾俞 = 1.0 and 足三里 = 1.0 and 天枢 = 1.0

    16.21621622

    83.33333333

    2.720588235

    足三里 = 1.0

    关元 = 1.0 and 支沟 = 1.0 and 天枢 = 1.0

    16.21621622

    83.33333333

    1.81372549

    中脘 = 1.0

    三阴交 = 1.0 and 大肠俞 = 1.0

    15.31531532

    82.35294118

    2.539215686

    上巨虚 = 1.0

    三阴交 = 1.0 and 大肠俞 = 1.0

    15.31531532

    82.35294118

    1.187165775

    中脘 = 1.0

    关元 = 1.0 and 大肠俞 = 1.0

    15.31531532

    82.35294118

    2.539215686

    中脘 = 1.0

    三阴交 = 1.0 and 大肠俞 = 1.0 and 天枢 = 1.0

    15.31531532

    82.35294118

    2.539215686

    上巨虚 = 1.0

    三阴交 = 1.0 and 大肠俞 = 1.0 and 天枢 = 1.0

    15.31531532

    82.35294118

    1.187165775

    中脘 = 1.0

    关元 = 1.0 and 大肠俞 = 1.0 and 天枢 = 1.0

    15.31531532

    82.35294118

    2.539215686

    足三里 = 1.0

    气海 = 1.0 and 支沟 = 1.0 and 上巨虚 = 1.0

    15.31531532

    82.35294118

    1.792387543

    足三里 = 1.0

    气海 = 1.0 and 支沟 = 1.0 and 上巨虚 = 1.0 and 天枢 = 1.0

    15.31531532

    82.35294118

    1.792387543

    上巨虚 = 1.0

    腹结 = 1.0

    25.22522523

    82.14285714

    1.184137291

    上巨虚 = 1.0

    腹结 = 1.0 and 天枢 = 1.0

    25.22522523

    82.14285714

    1.184137291

    足三里 = 1.0

    气海 = 1.0 and 支沟 = 1.0

    19.81981982

    81.81818182

    1.780748663

    足三里 = 1.0

    气海 = 1.0 and 支沟 = 1.0 and 天枢 = 1.0

    19.81981982

    81.81818182

    1.780748663

    中脘 = 1.0

    关元 = 1.0 and 足三里 = 1.0

    18.91891892

    80.95238095

    2.496031746

    中脘 = 1.0

    关元 = 1.0 and 足三里 = 1.0 and 天枢 = 1.0

    18.91891892

    80.95238095

    2.496031746

    上巨虚 = 1.0

    三阴交 = 1.0 and 天枢 = 1.0

    22.52252252

    80

    1.153246753

    中脘 = 1.0

    关元 = 1.0 and 上巨虚 = 1.0

    18.01801802

    80

    2.466666667

    足三里 = 1.0

    关元 = 1.0 and 上巨虚 = 1.0

    18.01801802

    80

    1.741176471

    上巨虚 = 1.0

    气海 = 1.0 and 大肠俞 = 1.0

    18.01801802

    80

    1.153246753

    足三里 = 1.0

    支沟 = 1.0 and 天枢 = 1.0

    31.53153153

    80

    1.741176471

    中脘 = 1.0

    关元 = 1.0 and 上巨虚 = 1.0 and 天枢 = 1.0

    18.01801802

    80

    2.466666667

    足三里 = 1.0

    关元 = 1.0 and 上巨虚 = 1.0 and 天枢 = 1.0

    18.01801802

    80

    1.741176471

    上巨虚 = 1.0

    气海 = 1.0 and 大肠俞 = 1.0 and 天枢 = 1.0

    18.01801802

    80

    1.153246753

    上巨虚 = 1.0

    中脘 = 1.0 and 大肠俞 = 1.0

    17.11711712

    78.94736842

    1.138072454

    上巨虚 = 1.0

    中脘 = 1.0 and 大肠俞 = 1.0 and 天枢 = 1.0

    17.11711712

    78.94736842

    1.138072454

    关元 = 1.0

    中脘 = 1.0 and 气海 = 1.0

    20.72072072

    78.26086957

    2.802244039

    关元 = 1.0

    中脘 = 1.0 and 气海 = 1.0 and 天枢 = 1.0

    20.72072072

    78.26086957

    2.802244039

    天枢 = 1.0

    曲池 = 1.0

    16.21621622

    77.77777778

    0.854785479

    足三里 = 1.0

    支沟 = 1.0

    32.43243243

    77.77777778

    1.692810458

    大肠俞 = 1.0

    脾俞 = 1.0 and 足三里 = 1.0

    16.21621622

    77.77777778

    1.876811594

    中脘 = 1.0

    关元 = 1.0 and 支沟 = 1.0

    16.21621622

    77.77777778

    2.398148148

    气海 = 1.0

    关元 = 1.0 and 支沟 = 1.0

    16.21621622

    77.77777778

    2.539215686

    足三里 = 1.0

    支沟 = 1.0 and 上巨虚 = 1.0

    24.32432432

    77.77777778

    1.692810458

    大肠俞 = 1.0

    脾俞 = 1.0 and 足三里 = 1.0 and 天枢 = 1.0

    16.21621622

    77.77777778

    1.876811594

    中脘 = 1.0

    关元 = 1.0 and 支沟 = 1.0 and 天枢 = 1.0

    16.21621622

    77.77777778

    2.398148148

    气海 = 1.0

    关元 = 1.0 and 支沟 = 1.0 and 天枢 = 1.0

    16.21621622

    77.77777778

    2.539215686

    中脘 = 1.0

    气海 = 1.0 and 支沟 = 1.0 and 足三里 = 1.0

    16.21621622

    77.77777778

    2.398148148

    上巨虚 = 1.0

    气海 = 1.0 and 支沟 = 1.0 and 足三里 = 1.0

    16.21621622

    77.77777778

    1.121212121

    支沟 = 1.0

    气海 = 1.0 and 足三里 = 1.0 and 上巨虚 = 1.0

    16.21621622

    77.77777778

    2.398148148

    上巨虚 = 1.0

    气海 = 1.0 and 大肠俞 = 1.0 and 足三里 = 1.0

    16.21621622

    77.77777778

    1.121212121

    大肠俞 = 1.0

    气海 = 1.0 and 足三里 = 1.0 and 上巨虚 = 1.0

    16.21621622

    77.77777778

    1.876811594

    足三里 = 1.0

    支沟 = 1.0 and 上巨虚 = 1.0 and 天枢 = 1.0

    24.32432432

    77.77777778

    1.692810458

    中脘 = 1.0

    气海 = 1.0 and 支沟 = 1.0 and 足三里 = 1.0 and 天枢 = 1.0

    16.21621622

    77.77777778

    2.398148148

    上巨虚 = 1.0

    气海 = 1.0 and 支沟 = 1.0 and 足三里 = 1.0 and 天枢 = 1.0

    16.21621622

    77.77777778

    1.121212121

    支沟 = 1.0

    气海 = 1.0 and 足三里 = 1.0 and 上巨虚 = 1.0 and 天枢 = 1.0

    16.21621622

    77.77777778

    2.398148148

    上巨虚 = 1.0

    气海 = 1.0 and 大肠俞 = 1.0 and 足三里 = 1.0 and 天枢 = 1.0

    16.21621622

    77.77777778

    1.121212121

    大肠俞 = 1.0

    气海 = 1.0 and 足三里 = 1.0 and 上巨虚 = 1.0 and 天枢 = 1.0

    16.21621622

    77.77777778

    1.876811594

    上巨虚 = 1.0

    三阴交 = 1.0 and 足三里 = 1.0

    19.81981982

    77.27272727

    1.113931523

    气海 = 1.0

    中脘 = 1.0 and 上巨虚 = 1.0

    19.81981982

    77.27272727

    2.522727273

    上巨虚 = 1.0

    气海 = 1.0 and 支沟 = 1.0

    19.81981982

    77.27272727

    1.113931523

    上巨虚 = 1.0

    支沟 = 1.0 and 大肠俞 = 1.0

    19.81981982

    77.27272727

    1.113931523

    上巨虚 = 1.0

    三阴交 = 1.0 and 足三里 = 1.0 and 天枢 = 1.0

    19.81981982

    77.27272727

    1.113931523

    气海 = 1.0

    中脘 = 1.0 and 上巨虚 = 1.0 and 天枢 = 1.0

    19.81981982

    77.27272727

    2.522727273

    上巨虚 = 1.0

    气海 = 1.0 and 支沟 = 1.0 and 天枢 = 1.0

    19.81981982

    77.27272727

    1.113931523

    上巨虚 = 1.0

    支沟 = 1.0 and 大肠俞 = 1.0 and 天枢 = 1.0

    19.81981982

    77.27272727

    1.113931523

    上巨虚 = 1.0

    支沟 = 1.0 and 天枢 = 1.0

    31.53153153

    77.14285714

    1.112059369

    上巨虚 = 1.0

    三阴交 = 1.0

    23.42342342

    76.92307692

    1.108891109

    关元 = 1.0

    三阴交 = 1.0 and 大肠俞 = 1.0

    15.31531532

    76.47058824

    2.738140417

    三阴交 = 1.0

    关元 = 1.0 and 大肠俞 = 1.0

    15.31531532

    76.47058824

    3.264705882

    气海 = 1.0

    三阴交 = 1.0 and 大肠俞 = 1.0

    15.31531532

    76.47058824

    2.496539792

    气海 = 1.0

    关元 = 1.0 and 大肠俞 = 1.0

    15.31531532

    76.47058824

    2.496539792

    三阴交 = 1.0

    关元 = 1.0 and 中脘 = 1.0 and 足三里 = 1.0

    15.31531532

    76.47058824

    3.264705882

    关元 = 1.0

    三阴交 = 1.0 and 大肠俞 = 1.0 and 天枢 = 1.0

    15.31531532

    76.47058824

    2.738140417

    三阴交 = 1.0

    关元 = 1.0 and 大肠俞 = 1.0 and 天枢 = 1.0

    15.31531532

    76.47058824

    3.264705882

    三阴交 = 1.0

    中脘 = 1.0 and 大肠俞 = 1.0 and 足三里 = 1.0

    15.31531532

    76.47058824

    3.264705882

    气海 = 1.0

    三阴交 = 1.0 and 大肠俞 = 1.0 and 天枢 = 1.0

    15.31531532

    76.47058824

    2.496539792

    大肠俞 = 1.0

    三阴交 = 1.0 and 足三里 = 1.0 and 上巨虚 = 1.0

    15.31531532

    76.47058824

    1.845268542

    气海 = 1.0

    关元 = 1.0 and 中脘 = 1.0 and 足三里 = 1.0

    15.31531532

    76.47058824

    2.496539792

    气海 = 1.0

    关元 = 1.0 and 大肠俞 = 1.0 and 天枢 = 1.0

    15.31531532

    76.47058824

    2.496539792

    上巨虚 = 1.0

    中脘 = 1.0 and 大肠俞 = 1.0 and 足三里 = 1.0

    15.31531532

    76.47058824

    1.10236822

    三阴交 = 1.0

    关元 = 1.0 and 中脘 = 1.0 and 足三里 = 1.0 and 天枢 = 1.0

    15.31531532

    76.47058824

    3.264705882

    三阴交 = 1.0

    中脘 = 1.0 and 大肠俞 = 1.0 and 足三里 = 1.0 and 天枢 = 1.0

    15.31531532

    76.47058824

    3.264705882

    大肠俞 = 1.0

    三阴交 = 1.0 and 足三里 = 1.0 and 上巨虚 = 1.0 and 天枢 = 1.0

    15.31531532

    76.47058824

    1.845268542

    气海 = 1.0

    关元 = 1.0 and 中脘 = 1.0 and 足三里 = 1.0 and 天枢 = 1.0

    15.31531532

    76.47058824

    2.496539792

    上巨虚 = 1.0

    中脘 = 1.0 and 大肠俞 = 1.0 and 足三里 = 1.0 and 天枢 = 1.0

    15.31531532

    76.47058824

    1.10236822

    上巨虚 = 1.0

    关元 = 1.0 and 足三里 = 1.0

    18.91891892

    76.19047619

    1.098330241

    上巨虚 = 1.0

    关元 = 1.0 and 足三里 = 1.0 and 天枢 = 1.0

    18.91891892

    76.19047619

    1.098330241

    上巨虚 = 1.0

    支沟 = 1.0

    32.43243243

    75

    1.081168831

    大肠俞 = 1.0

    关元 = 1.0 and 上巨虚 = 1.0

    18.01801802

    75

    1.809782609

    足三里 = 1.0

    气海 = 1.0 and 上巨虚 = 1.0

    21.62162162

    75

    1.632352941

    上巨虚 = 1.0

    支沟 = 1.0 and 足三里 = 1.0

    25.22522523

    75

    1.081168831

    足三里 = 1.0

    大肠俞 = 1.0 and 上巨虚 = 1.0

    28.82882883

    75

    1.632352941

    大肠俞 = 1.0

    关元 = 1.0 and 上巨虚 = 1.0 and 天枢 = 1.0

    18.01801802

    75

    1.809782609

    足三里 = 1.0

    气海 = 1.0 and 上巨虚 = 1.0 and 天枢 = 1.0

    21.62162162

    75

    1.632352941

    上巨虚 = 1.0

    支沟 = 1.0 and 大肠俞 = 1.0 and 足三里 = 1.0

    18.01801802

    75

    1.081168831

    上巨虚 = 1.0

    支沟 = 1.0 and 足三里 = 1.0 and 天枢 = 1.0

    25.22522523

    75

    1.081168831

    上巨虚 = 1.0

    支沟 = 1.0 and 大肠俞 = 1.0 and 足三里 = 1.0 and 天枢 = 1.0

    18.01801802

    75

    1.081168831

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  • 原文地址:https://www.cnblogs.com/tecdat/p/12817959.html
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