Journal of Traditional Chinese Medicine ›› 2025, Vol. 45 ›› Issue (3): 639-650.DOI: 10.19852/j.cnki.jtcm.2025.03.017
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TIAN Zheng1(
), DU Jing1, LIAO Wenhao1, LU Jixiang2(
), Masayuki Yagi3, Yoshikazu Yonei3
Received:2024-03-26
Accepted:2024-08-20
Online:2025-06-15
Published:2025-05-21
Contact:
Dr. TIAN Zheng, Chengxintang Clinic, Xi'an 710054, China. tomtomtom1990@hotmail.com;Dr. LU Jixiang, School of Mechanical Engineering, Northwestern Polytechnical University, Xi'an 710054, China. lujixiang@nwpu.edu.cn,Telephone: +86-29-85267850; +86-13991379319
TIAN Zheng, DU Jing, LIAO Wenhao, LU Jixiang, Masayuki Yagi, Yoshikazu Yonei. Clinical observation on edema based on the thermal sensitivity measurement method[J]. Journal of Traditional Chinese Medicine, 2025, 45(3): 639-650.
| Variable | Group 1 (with edema) (n = 112) | Group 2 (n = 488) | Group 3 (n = 826) | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Mean | 95% CI | Mean | 95% CI | Mean | 95% CI | ||||
| Age (years) | Total | 46.3 | 10.0, 83.0 | 44.5 | 4.5, 91.0 | 44.1 | 43.3, 45.2 | ||
| Male | 45.2 | 10.0, 83.0 | 45.9 | 4.5, 91.0 | 44.9 | 43.1, 46.7 | |||
| Female | 46.6 | 16.0, 77.0 | 43.6a | 5.0, 81.0 | 43.6a | 42.5, 44.7 | |||
| Height (cm) | Total | 164.7 | 143.0, 185.0 | 165.2 | 108.0, 188.0 | 165.3 | 164.8, 166.6 | ||
| Male | 172.9 | 143.0, 185.0 | 171.9 | 108.0, 188.0 | 172.9 | 172.0, 173.8 | |||
| Female | 162.2 | 152.0, 173.0 | 160.9 | 109.0, 178.0 | 164.1 | 158.6, 169.7 | |||
| Weight (kg) | Total | 63.4 | 29.6, 99.7 | 64.3 | 16.7, 119.6 | 61.7 | 61.3, 63.3 | ||
| Male | 76.4 | 29.6, 99.7 | 74.4 | 20.0, 119.6 | 71.2 | 69.5, 72.8 | |||
| Female | 59.5 | 41.0, 81.2 | 57.9 | 16.7, 102.6 | 56.2c | 55.3, 57.1 | |||
| BMI | Total | 23.3 | 14.5, 31.8 | 23.5 | 14.8, 39.1 | 29.9b | 19.5, 35.9 | ||
| Male | 25.3 | 14.5, 31.8 | 25.2 | 16.1, 38.6 | 23.7a | 23.2, 24.1 | |||
| Female | 22.6 | 16.0, 29.5 | 22.4 | 14.8, 39.1 | 21.5c | 21.2, 21.8 | |||
Table 1 Comparison of general information of the three groups
| Variable | Group 1 (with edema) (n = 112) | Group 2 (n = 488) | Group 3 (n = 826) | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Mean | 95% CI | Mean | 95% CI | Mean | 95% CI | ||||
| Age (years) | Total | 46.3 | 10.0, 83.0 | 44.5 | 4.5, 91.0 | 44.1 | 43.3, 45.2 | ||
| Male | 45.2 | 10.0, 83.0 | 45.9 | 4.5, 91.0 | 44.9 | 43.1, 46.7 | |||
| Female | 46.6 | 16.0, 77.0 | 43.6a | 5.0, 81.0 | 43.6a | 42.5, 44.7 | |||
| Height (cm) | Total | 164.7 | 143.0, 185.0 | 165.2 | 108.0, 188.0 | 165.3 | 164.8, 166.6 | ||
| Male | 172.9 | 143.0, 185.0 | 171.9 | 108.0, 188.0 | 172.9 | 172.0, 173.8 | |||
| Female | 162.2 | 152.0, 173.0 | 160.9 | 109.0, 178.0 | 164.1 | 158.6, 169.7 | |||
| Weight (kg) | Total | 63.4 | 29.6, 99.7 | 64.3 | 16.7, 119.6 | 61.7 | 61.3, 63.3 | ||
| Male | 76.4 | 29.6, 99.7 | 74.4 | 20.0, 119.6 | 71.2 | 69.5, 72.8 | |||
| Female | 59.5 | 41.0, 81.2 | 57.9 | 16.7, 102.6 | 56.2c | 55.3, 57.1 | |||
| BMI | Total | 23.3 | 14.5, 31.8 | 23.5 | 14.8, 39.1 | 29.9b | 19.5, 35.9 | ||
| Male | 25.3 | 14.5, 31.8 | 25.2 | 16.1, 38.6 | 23.7a | 23.2, 24.1 | |||
| Female | 22.6 | 16.0, 29.5 | 22.4 | 14.8, 39.1 | 21.5c | 21.2, 21.8 | |||
| Variable | Group 1 (n = 112) | Group 2 (n = 488) | Group 3 (n = 826) | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Total | Male | Female | Total | Male | Female | Total | Male | Female | ||||
| Number | 112 | 26 | 86 | 488 | 190 | 298 | 826 | 296 | 530 | |||
| Edema | 112 | 26 | 86 | 0 | 0 | 0 | 0 | 0 | 0 | |||
| Constipation | 10 | 1 | 9 | 57 | 14 | 43 | 0 | 0 | 0 | |||
| Insomnia | 11 | 2 | 9 | 96 | 40 | 56 | 0 | 0 | 0 | |||
| Nephropathy | 40 | 12 | 28 | 163 | 72 | 91 | 0 | 0 | 0 | |||
| Gastritis | 8 | 1 | 7 | 38 | 1 | 37 | 0 | 0 | 0 | |||
| Cardiac disease | 68 | 10 | 58 | 259 | 94 | 165 | 0 | 0 | 0 | |||
| Diabetes | 3 | 1 | 2 | 15 | 7 | 8 | 0 | 0 | 0 | |||
Table 2 Breakdown of diseases and symptoms (n)
| Variable | Group 1 (n = 112) | Group 2 (n = 488) | Group 3 (n = 826) | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Total | Male | Female | Total | Male | Female | Total | Male | Female | ||||
| Number | 112 | 26 | 86 | 488 | 190 | 298 | 826 | 296 | 530 | |||
| Edema | 112 | 26 | 86 | 0 | 0 | 0 | 0 | 0 | 0 | |||
| Constipation | 10 | 1 | 9 | 57 | 14 | 43 | 0 | 0 | 0 | |||
| Insomnia | 11 | 2 | 9 | 96 | 40 | 56 | 0 | 0 | 0 | |||
| Nephropathy | 40 | 12 | 28 | 163 | 72 | 91 | 0 | 0 | 0 | |||
| Gastritis | 8 | 1 | 7 | 38 | 1 | 37 | 0 | 0 | 0 | |||
| Cardiac disease | 68 | 10 | 58 | 259 | 94 | 165 | 0 | 0 | 0 | |||
| Diabetes | 3 | 1 | 2 | 15 | 7 | 8 | 0 | 0 | 0 | |||
| Meridian | Abbreviation | Group 1 (with edema) (n = 112) | Group 2 (n = 488) | Group 3 (n = 826) | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Mean | 95% CI | Mean | 95% CI | Mean | 95% CI | |||||
| Lung | LU | left | 7.3 | 6.6, 7.9 | 7.8 | 7.5, 8.2 | 13.4a | 13.4, 14.0 | ||
| right | 7.3 | 6.2, 8.3 | 8.0 | 7.5, 8.5 | 14.5a | 14.5, 15.2 | ||||
| Large Intestine | LI | left | 6.7 | 6.0, 7.4 | 7.6 | 7.3, 7.9 | 12.5a | 12.5, 13.1 | ||
| right | 6.9 | 5.9, 8.0 | 7.6 | 7.2, 8.0 | 13.3a | 13.3, 13.9 | ||||
| Pericardium | PC | left | 6.9 | 6.3, 7.5 | 7.9 | 7.4, 8.3 | 11.8a | 11.8, 12.2 | ||
| right | 6.7 | 6.1, 7.3 | 7.7 | 7.4, 8.1 | 13.2a | 13.2, 13.6 | ||||
| Sanjiao | SJ | left | 6.8 | 6.2, 7.3 | 7.4 | 7.0, 7.7 | 13.5a | 13.5, 14.1 | ||
| right | 6.9 | 6.2, 7.6 | 7.7 | 7.3, 8.0 | 11.3a | 11.3, 11.8 | ||||
| Heart | HT | left | 7.0 | 5.9, 8.0 | 7.3 | 7.0, 7.6 | 11.9a | 11.9, 12.4 | ||
| right | 6.8 | 6.0, 7.6 | 7.3 | 6.9, 7.7 | 12.3a | 12.3, 12.8 | ||||
| Small Intestine | SI | left | 6.7 | 5.7, 7.7 | 6.9 | 6.6, 7.3 | 14.1a | 14.1, 14.8 | ||
| right | 6.4 | 5.8, 7.0 | 7.3 | 7.0, 7.7 | 12.3a | 12.3, 13.0 | ||||
| Spleen | SP | left | 9.8 | 8.5, 11.1 | 10.2 | 9.7, 10.8 | 14.1a | 14.1, 14.6 | ||
| right | 9.3 | 8.4, 10.2 | 10.5 | 9.9, 11.1 | 15.9a | 15.9, 16.5 | ||||
| Liver | LR | left | 8.3 | 7.6, 9.0 | 9.1 | 8.7, 9.5 | 14.7a | 14.7, 15.2 | ||
| right | 8.0 | 7.2, 8.7 | 8.7 | 8.2, 9.1 | 12.2a | 12.2, 12.7 | ||||
| Stomach | ST | left | 8.4 | 7.7, 9.2 | 9.6 | 9.0, 10.2 | 14.5a | 14.5, 15.0 | ||
| right | 8.0 | 7.3, 8.7 | 9.4 | 8.9, 9.9 | 13.6a | 13.6, 14.1 | ||||
| Gallbladder | GB | left | 10.3 | 9.0, 11.5 | 10.6 | 10.0, 11.1 | 15.3a | 15.3, 15.9 | ||
| right | 9.3 | 8.4, 10.1 | 10.4 | 9.8, 11.0 | 14.8a | 14.8, 15.4 | ||||
| Bladder | BL | left | 13.4 | 11.8, 15.0 | 15.0 | 14.2, 15.9 | 18.0b | 18.0, 18.7 | ||
| right | 14.2 | 12.2, 16.2 | 14.7 | 13.8, 15.7 | 17.5 | 17.5, 18.2 | ||||
| Kidney | KI | left | 15.4 | 13.5, 17.4 | 17.5 | 16.6, 18.5 | 18.1 | 18.1, 18.7 | ||
| right | 16.2 | 14.2, 18.1 | 16.6 | 15.7, 17.5 | 16.6c | 16.6, 17.2 | ||||
Table 3 Value of TSM of the twelve meridians in each group
| Meridian | Abbreviation | Group 1 (with edema) (n = 112) | Group 2 (n = 488) | Group 3 (n = 826) | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Mean | 95% CI | Mean | 95% CI | Mean | 95% CI | |||||
| Lung | LU | left | 7.3 | 6.6, 7.9 | 7.8 | 7.5, 8.2 | 13.4a | 13.4, 14.0 | ||
| right | 7.3 | 6.2, 8.3 | 8.0 | 7.5, 8.5 | 14.5a | 14.5, 15.2 | ||||
| Large Intestine | LI | left | 6.7 | 6.0, 7.4 | 7.6 | 7.3, 7.9 | 12.5a | 12.5, 13.1 | ||
| right | 6.9 | 5.9, 8.0 | 7.6 | 7.2, 8.0 | 13.3a | 13.3, 13.9 | ||||
| Pericardium | PC | left | 6.9 | 6.3, 7.5 | 7.9 | 7.4, 8.3 | 11.8a | 11.8, 12.2 | ||
| right | 6.7 | 6.1, 7.3 | 7.7 | 7.4, 8.1 | 13.2a | 13.2, 13.6 | ||||
| Sanjiao | SJ | left | 6.8 | 6.2, 7.3 | 7.4 | 7.0, 7.7 | 13.5a | 13.5, 14.1 | ||
| right | 6.9 | 6.2, 7.6 | 7.7 | 7.3, 8.0 | 11.3a | 11.3, 11.8 | ||||
| Heart | HT | left | 7.0 | 5.9, 8.0 | 7.3 | 7.0, 7.6 | 11.9a | 11.9, 12.4 | ||
| right | 6.8 | 6.0, 7.6 | 7.3 | 6.9, 7.7 | 12.3a | 12.3, 12.8 | ||||
| Small Intestine | SI | left | 6.7 | 5.7, 7.7 | 6.9 | 6.6, 7.3 | 14.1a | 14.1, 14.8 | ||
| right | 6.4 | 5.8, 7.0 | 7.3 | 7.0, 7.7 | 12.3a | 12.3, 13.0 | ||||
| Spleen | SP | left | 9.8 | 8.5, 11.1 | 10.2 | 9.7, 10.8 | 14.1a | 14.1, 14.6 | ||
| right | 9.3 | 8.4, 10.2 | 10.5 | 9.9, 11.1 | 15.9a | 15.9, 16.5 | ||||
| Liver | LR | left | 8.3 | 7.6, 9.0 | 9.1 | 8.7, 9.5 | 14.7a | 14.7, 15.2 | ||
| right | 8.0 | 7.2, 8.7 | 8.7 | 8.2, 9.1 | 12.2a | 12.2, 12.7 | ||||
| Stomach | ST | left | 8.4 | 7.7, 9.2 | 9.6 | 9.0, 10.2 | 14.5a | 14.5, 15.0 | ||
| right | 8.0 | 7.3, 8.7 | 9.4 | 8.9, 9.9 | 13.6a | 13.6, 14.1 | ||||
| Gallbladder | GB | left | 10.3 | 9.0, 11.5 | 10.6 | 10.0, 11.1 | 15.3a | 15.3, 15.9 | ||
| right | 9.3 | 8.4, 10.1 | 10.4 | 9.8, 11.0 | 14.8a | 14.8, 15.4 | ||||
| Bladder | BL | left | 13.4 | 11.8, 15.0 | 15.0 | 14.2, 15.9 | 18.0b | 18.0, 18.7 | ||
| right | 14.2 | 12.2, 16.2 | 14.7 | 13.8, 15.7 | 17.5 | 17.5, 18.2 | ||||
| Kidney | KI | left | 15.4 | 13.5, 17.4 | 17.5 | 16.6, 18.5 | 18.1 | 18.1, 18.7 | ||
| right | 16.2 | 14.2, 18.1 | 16.6 | 15.7, 17.5 | 16.6c | 16.6, 17.2 | ||||
| Left/ right | LU | Sensitivity (%) | LI | Sensitivity (%) | PC | Sensitivity (%) | SJ | Sensitivity (%) | HT | Sensitivity (%) | SI | Sensitivity (%) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AA | 65 | 58.0 | 72 | 64.3 | 65 | 58.0 | 66 | 58.9 | 67 | 59.8 | 69 | 61.6 |
| AB | 9 | 8.0 | 7 | 6.3 | 9 | 8.0 | 12 | 10.7 | 12 | 10.7 | 14 | 12.5 |
| AC | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 1 | 0.9 | 1 | 0.9 | 1 | 0.9 |
| BA | 14 | 12.5 | 13 | 11.6 | 16 | 14.3 | 13 | 11.6 | 16 | 14.3 | 14 | 12.5 |
| BB | 14 | 12.5 | 13 | 11.6 | 13 | 11.6 | 15 | 13.4 | 12 | 10.7 | 12 | 10.7 |
| BC | 4 | 3.6 | 3 | 2.7 | 5 | 4.5 | 3 | 2.7 | 2 | 1.8 | 0 | 0.0 |
| CA | 2 | 1.8 | 0 | 0.0 | 1 | 0.9 | 1 | 0.9 | 1 | 0.9 | 0 | 0.0 |
| CB | 1 | 0.9 | 1 | 0.9 | 1 | 0.9 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 |
| CC | 3 | 2.7 | 3 | 2.7 | 2 | 1.8 | 1 | 0.9 | 1 | 0.9 | 2 | 1.8 |
Table 4 Evaluation of three classifications of TSM values: comparison of the presence of edema of hand
| Left/ right | LU | Sensitivity (%) | LI | Sensitivity (%) | PC | Sensitivity (%) | SJ | Sensitivity (%) | HT | Sensitivity (%) | SI | Sensitivity (%) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AA | 65 | 58.0 | 72 | 64.3 | 65 | 58.0 | 66 | 58.9 | 67 | 59.8 | 69 | 61.6 |
| AB | 9 | 8.0 | 7 | 6.3 | 9 | 8.0 | 12 | 10.7 | 12 | 10.7 | 14 | 12.5 |
| AC | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 1 | 0.9 | 1 | 0.9 | 1 | 0.9 |
| BA | 14 | 12.5 | 13 | 11.6 | 16 | 14.3 | 13 | 11.6 | 16 | 14.3 | 14 | 12.5 |
| BB | 14 | 12.5 | 13 | 11.6 | 13 | 11.6 | 15 | 13.4 | 12 | 10.7 | 12 | 10.7 |
| BC | 4 | 3.6 | 3 | 2.7 | 5 | 4.5 | 3 | 2.7 | 2 | 1.8 | 0 | 0.0 |
| CA | 2 | 1.8 | 0 | 0.0 | 1 | 0.9 | 1 | 0.9 | 1 | 0.9 | 0 | 0.0 |
| CB | 1 | 0.9 | 1 | 0.9 | 1 | 0.9 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 |
| CC | 3 | 2.7 | 3 | 2.7 | 2 | 1.8 | 1 | 0.9 | 1 | 0.9 | 2 | 1.8 |
| Left/ right | LU | Specificity | LI | Specificity | PC | Specificity | SJ | Specificity | HT | Specificity | SI | Specificity |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AA | 220 | 54.9 | 243 | 50.2 | 227 | 53.5 | 250 | 48.8 | 249 | 49.0 | 265 | 45.7 |
| AB | 57 | 88.3 | 43 | 91.2 | 51 | 89.5 | 56 | 88.5 | 57 | 88.3 | 59 | 87.9 |
| AC | 3 | 99.4 | 4 | 99.2 | 1 | 99.8 | 4 | 99.2 | 5 | 99.0 | 5 | 99.0 |
| BA | 74 | 84.8 | 67 | 86.3 | 70 | 85.7 | 47 | 90.4 | 68 | 86.1 | 54 | 88.9 |
| BB | 82 | 83.2 | 73 | 85.0 | 77 | 84.2 | 82 | 83.2 | 65 | 86.7 | 64 | 86.9 |
| BC | 18 | 96.3 | 21 | 95.7 | 19 | 96.1 | 18 | 96.3 | 18 | 96.3 | 19 | 96.1 |
| CA | 4 | 99.2 | 6 | 98.8 | 5 | 99.0 | 2 | 99.6 | 6 | 98.8 | 2 | 99.6 |
| CB | 15 | 96.9 | 13 | 97.3 | 16 | 96.7 | 10 | 98.0 | 12 | 97.5 | 9 | 98.2 |
| CC | 15 | 96.9 | 18 | 96.3 | 22 | 95.5 | 19 | 96.1 | 8 | 98.4 | 11 | 97.7 |
Table 5 Evaluation of three classifications of TSM values: comparison of the presence of group 2 without edema of hand
| Left/ right | LU | Specificity | LI | Specificity | PC | Specificity | SJ | Specificity | HT | Specificity | SI | Specificity |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AA | 220 | 54.9 | 243 | 50.2 | 227 | 53.5 | 250 | 48.8 | 249 | 49.0 | 265 | 45.7 |
| AB | 57 | 88.3 | 43 | 91.2 | 51 | 89.5 | 56 | 88.5 | 57 | 88.3 | 59 | 87.9 |
| AC | 3 | 99.4 | 4 | 99.2 | 1 | 99.8 | 4 | 99.2 | 5 | 99.0 | 5 | 99.0 |
| BA | 74 | 84.8 | 67 | 86.3 | 70 | 85.7 | 47 | 90.4 | 68 | 86.1 | 54 | 88.9 |
| BB | 82 | 83.2 | 73 | 85.0 | 77 | 84.2 | 82 | 83.2 | 65 | 86.7 | 64 | 86.9 |
| BC | 18 | 96.3 | 21 | 95.7 | 19 | 96.1 | 18 | 96.3 | 18 | 96.3 | 19 | 96.1 |
| CA | 4 | 99.2 | 6 | 98.8 | 5 | 99.0 | 2 | 99.6 | 6 | 98.8 | 2 | 99.6 |
| CB | 15 | 96.9 | 13 | 97.3 | 16 | 96.7 | 10 | 98.0 | 12 | 97.5 | 9 | 98.2 |
| CC | 15 | 96.9 | 18 | 96.3 | 22 | 95.5 | 19 | 96.1 | 8 | 98.4 | 11 | 97.7 |
| Left/ right | LU | Specificity | LI | Specificity | PC | Specificity | SJ | Specificity | HT | Specificity | SI | Specificity |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AA | 30 | 96.4 | 58 | 93.0 | 32 | 96.1 | 43 | 94.8 | 61 | 92.6 | 84 | 89.8 |
| AB | 50 | 93.9 | 62 | 92.5 | 65 | 92.1 | 30 | 96.4 | 66 | 92.0 | 44 | 94.7 |
| AC | 13 | 98.4 | 11 | 98.7 | 20 | 97.6 | 3 | 99.6 | 12 | 98.5 | 6 | 99.3 |
| BA | 45 | 94.6 | 47 | 94.3 | 36 | 95.6 | 101 | 87.8 | 50 | 93.9 | 88 | 89.3 |
| BB | 240 | 70.9 | 245 | 70.3 | 271 | 67.2 | 233 | 71.8 | 277 | 66.5 | 216 | 73.8 |
| BC | 124 | 85.0 | 119 | 85.6 | 146 | 82.3 | 69 | 91.6 | 107 | 87.0 | 47 | 94.3 |
| CA | 4 | 99.5 | 6 | 99.3 | 3 | 99.6 | 47 | 94.3 | 14 | 98.3 | 35 | 95.8 |
| CB | 107 | 87.0 | 92 | 88.9 | 74 | 91.0 | 139 | 83.2 | 84 | 89.8 | 114 | 86.2 |
| CC | 213 | 74.2 | 186 | 77.5 | 179 | 78.3 | 161 | 80.5 | 155 | 81.2 | 192 | 76.8 |
Table 6 Evaluation of three classifications of TSM values: comparison of the presence of group 3 without edema and underlying diseases of hand
| Left/ right | LU | Specificity | LI | Specificity | PC | Specificity | SJ | Specificity | HT | Specificity | SI | Specificity |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AA | 30 | 96.4 | 58 | 93.0 | 32 | 96.1 | 43 | 94.8 | 61 | 92.6 | 84 | 89.8 |
| AB | 50 | 93.9 | 62 | 92.5 | 65 | 92.1 | 30 | 96.4 | 66 | 92.0 | 44 | 94.7 |
| AC | 13 | 98.4 | 11 | 98.7 | 20 | 97.6 | 3 | 99.6 | 12 | 98.5 | 6 | 99.3 |
| BA | 45 | 94.6 | 47 | 94.3 | 36 | 95.6 | 101 | 87.8 | 50 | 93.9 | 88 | 89.3 |
| BB | 240 | 70.9 | 245 | 70.3 | 271 | 67.2 | 233 | 71.8 | 277 | 66.5 | 216 | 73.8 |
| BC | 124 | 85.0 | 119 | 85.6 | 146 | 82.3 | 69 | 91.6 | 107 | 87.0 | 47 | 94.3 |
| CA | 4 | 99.5 | 6 | 99.3 | 3 | 99.6 | 47 | 94.3 | 14 | 98.3 | 35 | 95.8 |
| CB | 107 | 87.0 | 92 | 88.9 | 74 | 91.0 | 139 | 83.2 | 84 | 89.8 | 114 | 86.2 |
| CC | 213 | 74.2 | 186 | 77.5 | 179 | 78.3 | 161 | 80.5 | 155 | 81.2 | 192 | 76.8 |
| Left/ right | SP | Sensitivity | LR | Sensitivity | ST | Sensitivity | GB | Sensitivity | BL | Sensitivity | KI | Sensitivity |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AA | 36 | 32.1 | 43 | 38.4 | 42 | 37.5 | 29 | 25.9 | 13 | 11.6 | 11 | 9.8 |
| AB | 13 | 11.6 | 14 | 12.5 | 14 | 12.5 | 5 | 4.5 | 6 | 5.4 | 3 | 2.7 |
| AC | 1 | 0.9 | 1 | 0.9 | 1 | 0.9 | 0 | 0.0 | 1 | 0.9 | 6 | 5.4 |
| BA | 9 | 8.0 | 19 | 17.0 | 14 | 12.5 | 17 | 15.2 | 7 | 6.3 | 5 | 4.5 |
| BB | 25 | 22.3 | 17 | 15.2 | 25 | 22.3 | 25 | 22.3 | 27 | 24.1 | 11 | 9.8 |
| BC | 4 | 3.6 | 4 | 3.6 | 4 | 3.6 | 10 | 8.9 | 11 | 9.8 | 16 | 14.3 |
| CA | 4 | 3.6 | 2 | 1.8 | 1 | 0.9 | 3 | 2.7 | 2 | 1.8 | 3 | 2.7 |
| CB | 7 | 6.3 | 4 | 3.6 | 6 | 5.4 | 10 | 8.9 | 13 | 11.6 | 15 | 13.4 |
| CC | 13 | 11.6 | 8 | 7.1 | 5 | 4.5 | 13 | 11.6 | 32 | 28.6 | 42 | 37.5 |
Table 7 Evaluation of three classifications of TSM values: comparison of the presence of group 1 with edema of foot
| Left/ right | SP | Sensitivity | LR | Sensitivity | ST | Sensitivity | GB | Sensitivity | BL | Sensitivity | KI | Sensitivity |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AA | 36 | 32.1 | 43 | 38.4 | 42 | 37.5 | 29 | 25.9 | 13 | 11.6 | 11 | 9.8 |
| AB | 13 | 11.6 | 14 | 12.5 | 14 | 12.5 | 5 | 4.5 | 6 | 5.4 | 3 | 2.7 |
| AC | 1 | 0.9 | 1 | 0.9 | 1 | 0.9 | 0 | 0.0 | 1 | 0.9 | 6 | 5.4 |
| BA | 9 | 8.0 | 19 | 17.0 | 14 | 12.5 | 17 | 15.2 | 7 | 6.3 | 5 | 4.5 |
| BB | 25 | 22.3 | 17 | 15.2 | 25 | 22.3 | 25 | 22.3 | 27 | 24.1 | 11 | 9.8 |
| BC | 4 | 3.6 | 4 | 3.6 | 4 | 3.6 | 10 | 8.9 | 11 | 9.8 | 16 | 14.3 |
| CA | 4 | 3.6 | 2 | 1.8 | 1 | 0.9 | 3 | 2.7 | 2 | 1.8 | 3 | 2.7 |
| CB | 7 | 6.3 | 4 | 3.6 | 6 | 5.4 | 10 | 8.9 | 13 | 11.6 | 15 | 13.4 |
| CC | 13 | 11.6 | 8 | 7.1 | 5 | 4.5 | 13 | 11.6 | 32 | 28.6 | 42 | 37.5 |
| Left/ right | SP | Specificity | LR | Specificity | ST | Specificity | GB | Specificity | BL | Specificity | KI | Specificity |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AA | 115 | 76.4 | 171 | 65.0 | 161 | 67.0 | 114 | 76.6 | 44 | 91.0 | 24 | 95.1 |
| AB | 57 | 88.3 | 40 | 91.8 | 47 | 90.4 | 40 | 91.8 | 24 | 95.1 | 25 | 94.9 |
| AC | 1 | 99.8 | 3 | 99.4 | 7 | 98.6 | 7 | 98.6 | 3 | 99.4 | 11 | 97.7 |
| BA | 51 | 89.5 | 75 | 84.6 | 54 | 88.9 | 51 | 89.5 | 25 | 94.9 | 23 | 95.3 |
| BB | 115 | 76.4 | 103 | 78.9 | 103 | 78.9 | 122 | 75.0 | 110 | 77.5 | 64 | 86.9 |
| BC | 38 | 92.2 | 21 | 95.7 | 32 | 93.4 | 39 | 92.0 | 43 | 91.2 | 54 | 88.9 |
| CA | 6 | 98.8 | 4 | 99.2 | 3 | 99.4 | 5 | 99.0 | 5 | 99.0 | 6 | 98.8 |
| CB | 37 | 92.4 | 24 | 95.1 | 38 | 92.2 | 40 | 91.8 | 62 | 87.3 | 56 | 88.5 |
| CC | 68 | 86.1 | 47 | 90.4 | 43 | 91.2 | 70 | 85.7 | 172 | 64.8 | 225 | 53.9 |
Table 8 Evaluation of three classifications of TSM values: comparison of the presence of group 2 without edema of foot
| Left/ right | SP | Specificity | LR | Specificity | ST | Specificity | GB | Specificity | BL | Specificity | KI | Specificity |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AA | 115 | 76.4 | 171 | 65.0 | 161 | 67.0 | 114 | 76.6 | 44 | 91.0 | 24 | 95.1 |
| AB | 57 | 88.3 | 40 | 91.8 | 47 | 90.4 | 40 | 91.8 | 24 | 95.1 | 25 | 94.9 |
| AC | 1 | 99.8 | 3 | 99.4 | 7 | 98.6 | 7 | 98.6 | 3 | 99.4 | 11 | 97.7 |
| BA | 51 | 89.5 | 75 | 84.6 | 54 | 88.9 | 51 | 89.5 | 25 | 94.9 | 23 | 95.3 |
| BB | 115 | 76.4 | 103 | 78.9 | 103 | 78.9 | 122 | 75.0 | 110 | 77.5 | 64 | 86.9 |
| BC | 38 | 92.2 | 21 | 95.7 | 32 | 93.4 | 39 | 92.0 | 43 | 91.2 | 54 | 88.9 |
| CA | 6 | 98.8 | 4 | 99.2 | 3 | 99.4 | 5 | 99.0 | 5 | 99.0 | 6 | 98.8 |
| CB | 37 | 92.4 | 24 | 95.1 | 38 | 92.2 | 40 | 91.8 | 62 | 87.3 | 56 | 88.5 |
| CC | 68 | 86.1 | 47 | 90.4 | 43 | 91.2 | 70 | 85.7 | 172 | 64.8 | 225 | 53.9 |
| Left/ right | SP | Specificity (%) | LR | Specificity (%) | ST | Specificity (%) | GB | Specificity (%) | BL | Specificity (%) | KI | Specificity (%) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AA | 32 | 96.1 | 51 | 93.8 | 50 | 93.9 | 46 | 94.4 | 16 | 98.1 | 15 | 98.2 |
| AB | 44 | 94.7 | 26 | 96.9 | 27 | 96.7 | 21 | 97.5 | 18 | 97.8 | 25 | 97.0 |
| AC | 12 | 98.5 | 1 | 99.9 | 5 | 99.4 | 5 | 99.4 | 7 | 99.2 | 3 | 99.6 |
| BA | 21 | 97.5 | 70 | 91.5 | 53 | 93.6 | 24 | 97.1 | 22 | 97.3 | 18 | 97.8 |
| BB | 170 | 79.4 | 208 | 74.8 | 190 | 77.0 | 162 | 80.4 | 112 | 86.4 | 106 | 87.2 |
| BC | 138 | 83.3 | 41 | 95.0 | 77 | 90.7 | 87 | 89.5 | 93 | 88.7 | 62 | 92.5 |
| CA | 3 | 99.6 | 13 | 98.4 | 14 | 98.3 | 9 | 98.9 | 7 | 99.2 | 10 | 98.8 |
| CB | 71 | 91.4 | 172 | 79.2 | 122 | 85.2 | 144 | 82.6 | 109 | 86.8 | 128 | 84.5 |
| CC | 335 | 59.4 | 244 | 70.5 | 288 | 65.1 | 328 | 60.3 | 442 | 46.5 | 459 | 44.4 |
Table 9 Evaluation of three classifications of TSM values: comparison of the presence of group 3 without edema and underlying diseases of foot
| Left/ right | SP | Specificity (%) | LR | Specificity (%) | ST | Specificity (%) | GB | Specificity (%) | BL | Specificity (%) | KI | Specificity (%) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AA | 32 | 96.1 | 51 | 93.8 | 50 | 93.9 | 46 | 94.4 | 16 | 98.1 | 15 | 98.2 |
| AB | 44 | 94.7 | 26 | 96.9 | 27 | 96.7 | 21 | 97.5 | 18 | 97.8 | 25 | 97.0 |
| AC | 12 | 98.5 | 1 | 99.9 | 5 | 99.4 | 5 | 99.4 | 7 | 99.2 | 3 | 99.6 |
| BA | 21 | 97.5 | 70 | 91.5 | 53 | 93.6 | 24 | 97.1 | 22 | 97.3 | 18 | 97.8 |
| BB | 170 | 79.4 | 208 | 74.8 | 190 | 77.0 | 162 | 80.4 | 112 | 86.4 | 106 | 87.2 |
| BC | 138 | 83.3 | 41 | 95.0 | 77 | 90.7 | 87 | 89.5 | 93 | 88.7 | 62 | 92.5 |
| CA | 3 | 99.6 | 13 | 98.4 | 14 | 98.3 | 9 | 98.9 | 7 | 99.2 | 10 | 98.8 |
| CB | 71 | 91.4 | 172 | 79.2 | 122 | 85.2 | 144 | 82.6 | 109 | 86.8 | 128 | 84.5 |
| CC | 335 | 59.4 | 244 | 70.5 | 288 | 65.1 | 328 | 60.3 | 442 | 46.5 | 459 | 44.4 |
| Variable | Groups 1 & 3 | All the groups (Groups 1, 2 & 3) | ||||||
|---|---|---|---|---|---|---|---|---|
| Odds | 95% CI | Odds | 95% CI | Odds | 95% CI | |||
| Sex (male: 1, female: 0) | 1.05 | 0.55, 2.03 | 0.45a | 0.27, 0.76 | ||||
| Age (years) | 1.03a | 1.01, 1.05 | 1.03a | 1.01, 1.05 | 1.00 | 0.99, 1.01 | ||
| LU | Left | 0.80a | 0.68, 0.94 | 0.81a | 0.71, 1.05 | 1.00 | 0.91, 1.10 | |
| Right | 1.03 | 0.96, 1.11 | 1.01 | 0.94, 1.08 | ||||
| LI | Left | 0.95 | 0.81, 1.12 | 0.87b | 0.75, 1.00 | |||
| Right | 0.97 | 0.80, 1.17 | 1.06 | 0.97, 1.16 | ||||
| PC | Left | 1.07 | 0.90, 1.26 | 0.99 | 0.87, 1.12 | |||
| Right | 0.81b | 0.67, 0.97 | 0.81a | 0.69, 0.95 | 0.83a | 0.72, 0.96 | ||
| SJ | Left | 0.68c | 0.56, 0.83 | 0.65c | 0.54, 0.79 | 0.88b | 0.77, 1.00 | |
| Right | 1.1 | 0.97, 1.26 | 1.03 | 0.91, 1.16 | ||||
| HT | Left | 0.98 | 0.77, 1.24 | 1.08 | 0.98, 1.20 | |||
| Right | 0.89d | 0.77, 1.02 | 1.03 | 0.94, 1.12 | ||||
| SI | Left | 1.00 | 0.92, 1.09 | 1.02 | 0.96, 1.08 | |||
| Right | 1.00 | 0.93, 1.09 | 0.95 | 0.85, 1.06 | ||||
| SP | Left | 1.06 | 0.96, 1.17 | 1.04 | 0.99, 1.10 | |||
| Right | 0.91d | 0.81, 1.02 | 0.99 | 0.92, 1.06 | ||||
| LR | Left | 0.75c | 0.67, 0.85 | 0.81c | 0.74, 0.89 | 0.92 | 0.83, 1.02 | |
| Right | 1.24c | 1.11, 1.39 | 1.19a | 1.07, 1.31 | 1.04d | 0.99, 1.09 | ||
| ST | Left | 1.02 | 0.93, 1.12 | 0.98 | 0.91, 1.06 | |||
| Right | 0.99 | 0.84, 1.16 | 0.92d | 0.84, 1.00 | ||||
| GB | Left | 0.96 | 0.86, 1.08 | 1.03 | 0.98, 1.07 | |||
| Right | 0.91b | 0.83, 1.00 | 0.90a | 0.84, 0.97 | 0.99 | 0.92, 1.07 | ||
| BL | Left | 1.05 | 1.00, 1.11 | 0.99 | 0.95, 1.03 | |||
| Right | 1.11c | 1.06, 1.17 | 1.11c | 1.07, 1.16 | 1.02 | 0.99, 1.05 | ||
| KI | Left | 1.03 | 0.99, 1.08 | 1.00 | 0.97, 1.03 | |||
| Right | 1.13a | 1.05, 1.21 | 1.12c | 1.07, 1.17 | 1.03d | 1.00, 1.06 | ||
| ROC analysis | AUC | 0.97c | 0.95, 0.98 | 0.96c | 0.93, 0.98 | 0.84c | 0.81, 0.87 | |
Table 10 Logistic multiple regression analysis of TSM values
| Variable | Groups 1 & 3 | All the groups (Groups 1, 2 & 3) | ||||||
|---|---|---|---|---|---|---|---|---|
| Odds | 95% CI | Odds | 95% CI | Odds | 95% CI | |||
| Sex (male: 1, female: 0) | 1.05 | 0.55, 2.03 | 0.45a | 0.27, 0.76 | ||||
| Age (years) | 1.03a | 1.01, 1.05 | 1.03a | 1.01, 1.05 | 1.00 | 0.99, 1.01 | ||
| LU | Left | 0.80a | 0.68, 0.94 | 0.81a | 0.71, 1.05 | 1.00 | 0.91, 1.10 | |
| Right | 1.03 | 0.96, 1.11 | 1.01 | 0.94, 1.08 | ||||
| LI | Left | 0.95 | 0.81, 1.12 | 0.87b | 0.75, 1.00 | |||
| Right | 0.97 | 0.80, 1.17 | 1.06 | 0.97, 1.16 | ||||
| PC | Left | 1.07 | 0.90, 1.26 | 0.99 | 0.87, 1.12 | |||
| Right | 0.81b | 0.67, 0.97 | 0.81a | 0.69, 0.95 | 0.83a | 0.72, 0.96 | ||
| SJ | Left | 0.68c | 0.56, 0.83 | 0.65c | 0.54, 0.79 | 0.88b | 0.77, 1.00 | |
| Right | 1.1 | 0.97, 1.26 | 1.03 | 0.91, 1.16 | ||||
| HT | Left | 0.98 | 0.77, 1.24 | 1.08 | 0.98, 1.20 | |||
| Right | 0.89d | 0.77, 1.02 | 1.03 | 0.94, 1.12 | ||||
| SI | Left | 1.00 | 0.92, 1.09 | 1.02 | 0.96, 1.08 | |||
| Right | 1.00 | 0.93, 1.09 | 0.95 | 0.85, 1.06 | ||||
| SP | Left | 1.06 | 0.96, 1.17 | 1.04 | 0.99, 1.10 | |||
| Right | 0.91d | 0.81, 1.02 | 0.99 | 0.92, 1.06 | ||||
| LR | Left | 0.75c | 0.67, 0.85 | 0.81c | 0.74, 0.89 | 0.92 | 0.83, 1.02 | |
| Right | 1.24c | 1.11, 1.39 | 1.19a | 1.07, 1.31 | 1.04d | 0.99, 1.09 | ||
| ST | Left | 1.02 | 0.93, 1.12 | 0.98 | 0.91, 1.06 | |||
| Right | 0.99 | 0.84, 1.16 | 0.92d | 0.84, 1.00 | ||||
| GB | Left | 0.96 | 0.86, 1.08 | 1.03 | 0.98, 1.07 | |||
| Right | 0.91b | 0.83, 1.00 | 0.90a | 0.84, 0.97 | 0.99 | 0.92, 1.07 | ||
| BL | Left | 1.05 | 1.00, 1.11 | 0.99 | 0.95, 1.03 | |||
| Right | 1.11c | 1.06, 1.17 | 1.11c | 1.07, 1.16 | 1.02 | 0.99, 1.05 | ||
| KI | Left | 1.03 | 0.99, 1.08 | 1.00 | 0.97, 1.03 | |||
| Right | 1.13a | 1.05, 1.21 | 1.12c | 1.07, 1.17 | 1.03d | 1.00, 1.06 | ||
| ROC analysis | AUC | 0.97c | 0.95, 0.98 | 0.96c | 0.93, 0.98 | 0.84c | 0.81, 0.87 | |
Figure 1 ROC curve A: Group 1 & Group 3 full variate analysis (n = 938). AUC: 0.97; CP: TPF 0.818 & FPF 0.182; B: Group edema & Group 3; stepwise analysis (n = 938). AUC: 0.96; CP: TPF 0.848 & FPF 0.058; C: all the groups (n = 1426). AUC: 0.84; CP: TPF 0.804 & FPF 0.255.Group 1: 112 patients with edema; Group 2: 488 patients with no edema but with underlying disease or symptoms; Group 3: 826 healthy subjects with no edema. CP: closest point from top left corner; BP: basal point; FPF: false positive fraction; TPF: true positive fraction; ROC: receiver operatorating characteristic.
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