Chinese General Practice ›› 2022, Vol. 25 ›› Issue (21): 2640-2645.DOI: 10.12114/j.issn.1007-9572.2022.0179
Special Issue: 社区卫生服务最新研究合辑; 呼吸疾病文章合辑; 中医最新文章合辑
• Original Research • Previous Articles Next Articles
Received:
2022-01-05
Revised:
2022-03-15
Published:
2022-07-20
Online:
2022-05-19
Contact:
Haifeng WANG
About author:
通讯作者:
王海峰
作者简介:
基金资助:
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URL: https://www.chinagp.net/EN/10.12114/j.issn.1007-9572.2022.0179
症状、体征 | 频次 | 频率(%) | 症状、体征 | 频次 | 频率(%) |
---|---|---|---|---|---|
咳嗽 | 116 | 69.88 | 口唇发绀 | 24 | 14.46 |
咳痰 | 92 | 55.42 | 脉滑 | 21 | 12.65 |
胸闷 | 81 | 48.80 | 苔少 | 21 | 12.65 |
喘息气促 | 79 | 47.59 | 脉细数 | 21 | 12.65 |
发热 | 66 | 39.76 | 口干 | 19 | 11.45 |
舌红 | 61 | 36.75 | 舌淡 | 18 | 10.84 |
呼吸困难 | 54 | 32.53 | 脉滑数 | 16 | 9.64 |
气短 | 47 | 28.31 | 面色淡白 | 14 | 8.43 |
苔黄腻 | 43 | 25.90 | 纳呆 | 14 | 8.43 |
黄痰 | 38 | 22.89 | 大汗淋漓 | 13 | 7.83 |
大便秘结 | 36 | 21.69 | 脉弦滑 | 13 | 7.83 |
白痰 | 35 | 21.08 | 苔厚腻 | 12 | 7.23 |
痰黏 | 34 | 20.48 | 痰少 | 12 | 7.23 |
神昏 | 26 | 15.66 | 脉数 | 11 | 6.63 |
痰多 | 25 | 15.06 | 舌质紫暗 | 11 | 6.63 |
乏力 | 24 | 14.46 | 二便失禁 | 10 | 6.02 |
苔白腻 | 24 | 14.46 |
Table 1 Frequency distribution of clinical TCM symptoms in severe community-acquired pneumoniapatients
症状、体征 | 频次 | 频率(%) | 症状、体征 | 频次 | 频率(%) |
---|---|---|---|---|---|
咳嗽 | 116 | 69.88 | 口唇发绀 | 24 | 14.46 |
咳痰 | 92 | 55.42 | 脉滑 | 21 | 12.65 |
胸闷 | 81 | 48.80 | 苔少 | 21 | 12.65 |
喘息气促 | 79 | 47.59 | 脉细数 | 21 | 12.65 |
发热 | 66 | 39.76 | 口干 | 19 | 11.45 |
舌红 | 61 | 36.75 | 舌淡 | 18 | 10.84 |
呼吸困难 | 54 | 32.53 | 脉滑数 | 16 | 9.64 |
气短 | 47 | 28.31 | 面色淡白 | 14 | 8.43 |
苔黄腻 | 43 | 25.90 | 纳呆 | 14 | 8.43 |
黄痰 | 38 | 22.89 | 大汗淋漓 | 13 | 7.83 |
大便秘结 | 36 | 21.69 | 脉弦滑 | 13 | 7.83 |
白痰 | 35 | 21.08 | 苔厚腻 | 12 | 7.23 |
痰黏 | 34 | 20.48 | 痰少 | 12 | 7.23 |
神昏 | 26 | 15.66 | 脉数 | 11 | 6.63 |
痰多 | 25 | 15.06 | 舌质紫暗 | 11 | 6.63 |
乏力 | 24 | 14.46 | 二便失禁 | 10 | 6.02 |
苔白腻 | 24 | 14.46 |
公因子 | 初始特征值 | 提取载荷平方和 | ||||
---|---|---|---|---|---|---|
总计 | 方差(%) | 累积(%) | 总计 | 方差(%) | 累积(%) | |
F1 | 2.730 | 8.274 | 8.274 | 2.730 | 8.274 | 8.274 |
F2 | 2.584 | 7.829 | 16.103 | 2.584 | 7.829 | 16.103 |
F3 | 2.255 | 6.833 | 22.936 | 2.255 | 6.833 | 22.936 |
F4 | 2.068 | 6.266 | 29.202 | 2.068 | 6.266 | 29.202 |
F5 | 1.747 | 5.294 | 34.496 | 1.747 | 5.294 | 34.496 |
F6 | 1.648 | 4.995 | 39.491 | 1.648 | 4.995 | 39.491 |
F7 | 1.424 | 4.316 | 43.808 | 1.424 | 4.316 | 43.808 |
F8 | 1.417 | 4.294 | 48.101 | 1.417 | 4.294 | 48.101 |
F9 | 1.358 | 4.115 | 52.216 | 1.358 | 4.115 | 52.216 |
F10 | 1.264 | 3.830 | 56.047 | 1.264 | 3.830 | 56.047 |
F11 | 1.159 | 3.512 | 59.558 | 1.159 | 3.512 | 59.558 |
F12 | 1.084 | 3.284 | 62.842 | 1.084 | 3.284 | 62.842 |
Table 2 Total variance explained by 12 common factors
公因子 | 初始特征值 | 提取载荷平方和 | ||||
---|---|---|---|---|---|---|
总计 | 方差(%) | 累积(%) | 总计 | 方差(%) | 累积(%) | |
F1 | 2.730 | 8.274 | 8.274 | 2.730 | 8.274 | 8.274 |
F2 | 2.584 | 7.829 | 16.103 | 2.584 | 7.829 | 16.103 |
F3 | 2.255 | 6.833 | 22.936 | 2.255 | 6.833 | 22.936 |
F4 | 2.068 | 6.266 | 29.202 | 2.068 | 6.266 | 29.202 |
F5 | 1.747 | 5.294 | 34.496 | 1.747 | 5.294 | 34.496 |
F6 | 1.648 | 4.995 | 39.491 | 1.648 | 4.995 | 39.491 |
F7 | 1.424 | 4.316 | 43.808 | 1.424 | 4.316 | 43.808 |
F8 | 1.417 | 4.294 | 48.101 | 1.417 | 4.294 | 48.101 |
F9 | 1.358 | 4.115 | 52.216 | 1.358 | 4.115 | 52.216 |
F10 | 1.264 | 3.830 | 56.047 | 1.264 | 3.830 | 56.047 |
F11 | 1.159 | 3.512 | 59.558 | 1.159 | 3.512 | 59.558 |
F12 | 1.084 | 3.284 | 62.842 | 1.084 | 3.284 | 62.842 |
公因子 | 症状、体征(因子载荷系数) | 病性证素 |
---|---|---|
F1 | 舌红(0.522)、发热(0.509)、苔黄腻(0.410) | 痰热 |
F2 | 气短(0.698)、痰少(0.634)、口干(0.532)、苔少(0.309) | 气虚、阴虚 |
F3 | 苔厚腻(0.751)、舌质紫暗(0.659)、神昏(0.473)、二便失禁(0.358) | 痰湿 |
F4 | 咳痰(0.905)、咳嗽(0.821) | 气逆、痰湿 |
F5 | 口唇发绀(0.689)、大汗淋漓(0.669)、呼吸困难(0.652) | 气脱 |
F6 | 脉滑(0.721)、痰黏(0.593)、白痰(0.446)、胸闷(0.302) | 痰湿 |
F7 | 脉细数(0.766) | 气虚、阴虚 |
F8 | 黄痰(0.791) | 痰热 |
F9 | 脉滑数(0.678)、痰多(0.395) | 痰湿 |
F10 | 脉弦滑(0.762)、面色淡白(0.496) | 痰湿 |
F11 | 喘息气促(0.781)、纳呆(0.566)、脉数(0.344) | 气逆、痰热 |
F12 | 乏力(0.713)、大便秘结(0.710) | 气虚、热证 |
Table 3 Symptoms,signs and pathological syndromes described by each common factor
公因子 | 症状、体征(因子载荷系数) | 病性证素 |
---|---|---|
F1 | 舌红(0.522)、发热(0.509)、苔黄腻(0.410) | 痰热 |
F2 | 气短(0.698)、痰少(0.634)、口干(0.532)、苔少(0.309) | 气虚、阴虚 |
F3 | 苔厚腻(0.751)、舌质紫暗(0.659)、神昏(0.473)、二便失禁(0.358) | 痰湿 |
F4 | 咳痰(0.905)、咳嗽(0.821) | 气逆、痰湿 |
F5 | 口唇发绀(0.689)、大汗淋漓(0.669)、呼吸困难(0.652) | 气脱 |
F6 | 脉滑(0.721)、痰黏(0.593)、白痰(0.446)、胸闷(0.302) | 痰湿 |
F7 | 脉细数(0.766) | 气虚、阴虚 |
F8 | 黄痰(0.791) | 痰热 |
F9 | 脉滑数(0.678)、痰多(0.395) | 痰湿 |
F10 | 脉弦滑(0.762)、面色淡白(0.496) | 痰湿 |
F11 | 喘息气促(0.781)、纳呆(0.566)、脉数(0.344) | 气逆、痰热 |
F12 | 乏力(0.713)、大便秘结(0.710) | 气虚、热证 |
聚类类别 | 公因子 | 症状、体征 | 证型推断 |
---|---|---|---|
1 | F1、F8、F9、F11 | 发热、喘息气促、咳黄痰、痰多、纳呆、舌红、苔黄腻、脉滑数、脉数 | 痰热壅肺证 |
2 | F3、F5、F10 | 神昏、面色淡白、口唇发绀、呼吸困难、大汗淋漓、二便失禁、舌质紫暗、苔厚腻、脉弦滑 | 邪陷正脱证 |
3 | F2、F4、F12 | 咳嗽、咳痰、痰少、气短、乏力、口干、大便秘结、苔少 | 气阴两虚证 |
4 | F6、F7 | 胸闷、咳白痰、痰黏、脉滑、脉细数 | 痰湿阻肺证 |
Table 4 Cluster analysis and factor analysis of 12 common factors
聚类类别 | 公因子 | 症状、体征 | 证型推断 |
---|---|---|---|
1 | F1、F8、F9、F11 | 发热、喘息气促、咳黄痰、痰多、纳呆、舌红、苔黄腻、脉滑数、脉数 | 痰热壅肺证 |
2 | F3、F5、F10 | 神昏、面色淡白、口唇发绀、呼吸困难、大汗淋漓、二便失禁、舌质紫暗、苔厚腻、脉弦滑 | 邪陷正脱证 |
3 | F2、F4、F12 | 咳嗽、咳痰、痰少、气短、乏力、口干、大便秘结、苔少 | 气阴两虚证 |
4 | F6、F7 | 胸闷、咳白痰、痰黏、脉滑、脉细数 | 痰湿阻肺证 |
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