
Tianjin Medical Journal ›› 2026, Vol. 54 ›› Issue (6): 603-607.doi: 10.11958/20253236
• Clinical Research • Previous Articles Next Articles
YANG Dan(
), LIU Cuicui, ZHAO Dongfang, LIU Zheng, ZHU Yafang△(
)
Received:2025-10-24
Revised:2026-01-26
Published:2026-06-15
Online:2026-06-15
Contact:
△E-mail:147149672@qq.com
YANG Dan, LIU Cuicui, ZHAO Dongfang, LIU Zheng, ZHU Yafang. Clinical value of the combined CTI and CALLY index in assisting the diagnosis of heart failure in elderly patients with acute exacerbation of chronic obstructive pulmonary disease[J]. Tianjin Medical Journal, 2026, 54(6): 603-607.
CLC Number:
| 组别 | n | 性别(男/女) | 年龄/岁 | COPD病程/年 | 吸烟史 | 饮酒史 | 基础疾病 | Hb/(g/L) | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 糖尿病 | 高血压 | 血脂异常 | ||||||||||||||
| 未合并HF组 | 143 | 81/62 | 70.43±6.36 | 6(5,8) | 93(65.0) | 85(59.4) | 28(19.6) | 46(32.2) | 33(23.1) | 137.93±16.45 | ||||||
| AECOPD+HF组 | 117 | 78/39 | 73.33±7.43 | 7(6,9) | 84(71.8) | 78(66.7) | 43(36.8) | 64(54.7) | 39(33.3) | 134.53±19.89 | ||||||
| χ2、t或Z | 2.721 | 3.338* | 2.337* | 1.353 | 1.437 | 9.559* | 13.386** | 3.381 | 1.509 | |||||||
| 组别 | NEU/(×109/L) | Scr/(μmol/L) | UA/(μmol/L) | NT-proBNP/(ng/L) | CTI | CALLY指数 | ||||||||||
| 未合并HF组 | 4.28±1.16 | 79.04(63.90,90.70) | 351.04(291.44,426.98) | 160.30(114.99,266.17) | 2.15(1.72,2.78) | 1.30(1.02,1.51) | ||||||||||
| AECOPD+HF组 | 4.50±1.20 | 84.66(74.16,99.69) | 374.16(253.40,486.35) | 396.00(194.03,810.61) | 3.19(2.42,3.75) | 0.83(0.58,1.15) | ||||||||||
| χ2、t或Z | 1.530 | 2.426* | 1.005 | 7.379** | 8.067** | 7.795** | ||||||||||
Tab.1 Comparison of clinical data between elderly AECOPD patients with and without heart failure
| 组别 | n | 性别(男/女) | 年龄/岁 | COPD病程/年 | 吸烟史 | 饮酒史 | 基础疾病 | Hb/(g/L) | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 糖尿病 | 高血压 | 血脂异常 | ||||||||||||||
| 未合并HF组 | 143 | 81/62 | 70.43±6.36 | 6(5,8) | 93(65.0) | 85(59.4) | 28(19.6) | 46(32.2) | 33(23.1) | 137.93±16.45 | ||||||
| AECOPD+HF组 | 117 | 78/39 | 73.33±7.43 | 7(6,9) | 84(71.8) | 78(66.7) | 43(36.8) | 64(54.7) | 39(33.3) | 134.53±19.89 | ||||||
| χ2、t或Z | 2.721 | 3.338* | 2.337* | 1.353 | 1.437 | 9.559* | 13.386** | 3.381 | 1.509 | |||||||
| 组别 | NEU/(×109/L) | Scr/(μmol/L) | UA/(μmol/L) | NT-proBNP/(ng/L) | CTI | CALLY指数 | ||||||||||
| 未合并HF组 | 4.28±1.16 | 79.04(63.90,90.70) | 351.04(291.44,426.98) | 160.30(114.99,266.17) | 2.15(1.72,2.78) | 1.30(1.02,1.51) | ||||||||||
| AECOPD+HF组 | 4.50±1.20 | 84.66(74.16,99.69) | 374.16(253.40,486.35) | 396.00(194.03,810.61) | 3.19(2.42,3.75) | 0.83(0.58,1.15) | ||||||||||
| χ2、t或Z | 1.530 | 2.426* | 1.005 | 7.379** | 8.067** | 7.795** | ||||||||||
| 变量 | β | SE | Wald χ2 | P | OR(95%CI) |
|---|---|---|---|---|---|
| 年龄 | 0.076 | 0.039 | 3.878 | 0.049 | 1.079(1.000~1.164) |
| COPD病程 | 0.101 | 0.081 | 1.548 | 0.213 | 1.107(0.943~1.298) |
| 糖尿病 | 0.862 | 0.375 | 5.282 | 0.022 | 2.368(1.135~4.939) |
| 高血压 | 0.889 | 0.322 | 7.607 | 0.006 | 2.433(1.293~4.577) |
| Scr | 0.061 | 0.037 | 2.721 | 0.099 | 1.063(0.989~1.144) |
| NT-proBNP | 0.008 | 0.002 | 22.250 | <0.001 | 1.008(1.005~1.011) |
| CTI | 0.226 | 0.038 | 35.733 | <0.001 | 1.253(1.164~1.349) |
| CALLY指数 | -0.240 | 0.064 | 13.974 | <0.001 | 0.786(0.693~0.892) |
| 常数项 | -11.794 | 3.887 | 9.205 | 0.002 | 0.000 |
Tab.2 Multifactorial analysis of elderly AECOPD patients complication with heart failure
| 变量 | β | SE | Wald χ2 | P | OR(95%CI) |
|---|---|---|---|---|---|
| 年龄 | 0.076 | 0.039 | 3.878 | 0.049 | 1.079(1.000~1.164) |
| COPD病程 | 0.101 | 0.081 | 1.548 | 0.213 | 1.107(0.943~1.298) |
| 糖尿病 | 0.862 | 0.375 | 5.282 | 0.022 | 2.368(1.135~4.939) |
| 高血压 | 0.889 | 0.322 | 7.607 | 0.006 | 2.433(1.293~4.577) |
| Scr | 0.061 | 0.037 | 2.721 | 0.099 | 1.063(0.989~1.144) |
| NT-proBNP | 0.008 | 0.002 | 22.250 | <0.001 | 1.008(1.005~1.011) |
| CTI | 0.226 | 0.038 | 35.733 | <0.001 | 1.253(1.164~1.349) |
| CALLY指数 | -0.240 | 0.064 | 13.974 | <0.001 | 0.786(0.693~0.892) |
| 常数项 | -11.794 | 3.887 | 9.205 | 0.002 | 0.000 |
| 变量 | AUC(95%CI) | 截断值 | 敏感度/% | ||||
|---|---|---|---|---|---|---|---|
| NT-proBNP | 0.766(0.710~0.816) | 361.32 ng/L | 73.50 | ||||
| CTI | 0.791(0.736~0.839) | 3.09 | 52.14 | ||||
| CALLY指数 | 0.781(0.726~0.830) | 0.91 | 67.52 | ||||
| CTI+CALLY指数 | 0.877(0.830~0.914) | 0.43* | 82.05 | ||||
| 变量 | 特异度/% | 阳性预测值/% | 阴性预测值/% | 约登指数 | |||
| NT-proBNP | 63.64 | 62.29 | 74.27 | 0.371 | |||
| CTI | 91.61 | 83.94 | 70.10 | 0.438 | |||
| CALLY指数 | 76.92 | 71.13 | 74.27 | 0.444 | |||
| CTI+CALLY指数 | 81.12 | 77.97 | 84.62 | 0.632 | |||
Tab.3 Auxiliary diagnostic value of NT-proBNP, CTI and CALLY index for elderly patients with AECOPD complicated with heart failure
| 变量 | AUC(95%CI) | 截断值 | 敏感度/% | ||||
|---|---|---|---|---|---|---|---|
| NT-proBNP | 0.766(0.710~0.816) | 361.32 ng/L | 73.50 | ||||
| CTI | 0.791(0.736~0.839) | 3.09 | 52.14 | ||||
| CALLY指数 | 0.781(0.726~0.830) | 0.91 | 67.52 | ||||
| CTI+CALLY指数 | 0.877(0.830~0.914) | 0.43* | 82.05 | ||||
| 变量 | 特异度/% | 阳性预测值/% | 阴性预测值/% | 约登指数 | |||
| NT-proBNP | 63.64 | 62.29 | 74.27 | 0.371 | |||
| CTI | 91.61 | 83.94 | 70.10 | 0.438 | |||
| CALLY指数 | 76.92 | 71.13 | 74.27 | 0.444 | |||
| CTI+CALLY指数 | 81.12 | 77.97 | 84.62 | 0.632 | |||
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