Patient characteristics
A total of 530 patients were enrolled in this study with 88.7% were men (Table 1). The mean age was 64.9 ± 7.8 years and 87.7% were ever smokers. The mean FEV1%predicted was 59.1 ± 21.1%, and the mean CAT score was 13.9 ± 8.2. A total of 250 (47.2%) patients experienced ≥ 1 exacerbations in the previous year. According to the GAD-7 score and PHQ-9 score, 90 patients (17.0%) had anxiety symptoms, while 114 patients (21.5%) had depression symptoms.
Table 1
Demographic and clinical characteristics of the enrolled patients
Characteristics
|
Data (n = 530)
|
Age, years (mean, SD)
|
64.9 ± 7.8
|
Men (n, %)
|
470 (88.7)
|
BMI, kg/m2 (mean, SD)
|
24.5 ± 3.5
|
Smoking status
|
|
Ever smoker (n, %)
|
465 (87.7)
|
Pack-years history (median, IQR)
|
37.8 (18.6–50.0)
|
Educated level (n, %)
|
|
Middle school or below
|
270 (50.9)
|
High school or above
|
260 (49.1)
|
Annual household income*, yuan (n, %)
|
|
< 100,000 yuan per year
|
308/501 (61.5)
|
≥ 100,000 yuan per year
|
193/501 (38.5)
|
Exacerbations in the previous year (n, %)
|
|
≥ 1
|
250 (47.2)
|
0
|
280 (52.8)
|
Comorbidities (n, %)
|
|
Cardiovascular disease
|
197 (37.2)
|
Diabetes Mellitus
|
47 (8.9)
|
Lung function (post-BD)
|
|
FEV1, L (mean, SD)
|
1.61 ± 0.64
|
FEV1%predicted (mean, SD)
|
59.1 ± 21.1
|
GOLD stage (n, %)
|
|
I
|
89 (16.8)
|
II
|
247 (46.6)
|
III
|
155 (29.2)
|
IV
|
39 (7.4)
|
mMRC (median, IQR)
|
2.0 (1.0–2.0)
|
CAT (mean, SD)
|
13.9 ± 8.2
|
Anxiety (GAD-7 ≥ 5) (n, %)
|
90 (17.0)
|
Depression (PHQ-9 ≥ 5) (n, %)
|
114 (21.5)
|
Data are presented as mean ± SD, median (IQR) or n (%). |
* A minority of the subjects (5%) refused to report their income. |
BD: bronchodilator; BMI: body mass index; CAT: COPD Assessment Test; FEV1: forced expiratory volume in 1 second; FVC: forced vital capacity; FEV1%predicted: forced expiratory volume in 1 second in percent of the predicted value; GOLD: Global Initiative for Chronic Obstructive Lung Disease; mMRC: modified Medical Research Council dyspnea scale. |
Characteristics of the patients categorized by anxiety and depression status
Clinical characteristics of patients classified by anxiety status or depression status were shown in Table 2. About half of the patients (50.9%) in depression group had concomitant anxiety, and more than half of the patients (64.4%) in anxiety group also had depression symptoms. Compared with the patients who had no depression symptoms, patients with depression symptoms had a higher proportion of women, lower FEV1, higher CAT score, higher mMRC dyspnea score, and were more report of exacerbations in the preceding year. Similar results were showed in patients with anxiety symptoms compared with non-anxiety patients in terms of CAT, mMRC, and exacerbation history. FEV1%predicted was lower in depression group compared with non-depression group (53.2 ± 23.5% vs. 60.7 ± 20.1%, P = 0.002), but not between anxiety group and non-anxiety group (58.2 ± 22.6% vs. 59.3 ± 20.8%, P = 0.658).
Table 2
Demographic and clinical characteristics of the patients categorized by anxiety or depression status
|
Anxiety
(n = 90)
|
No anxiety
(n = 440)
|
P Value
|
Depression
(n = 114)
|
No depression
(n = 416)
|
P Value
|
Age, years (mean, SD)
|
64.4 ± 7.9
|
65.0 ± 7.8
|
0.520
|
64.5 ± 8.1
|
65.0 ± 7.7
|
0.559
|
Men (n, %)
|
70 (84.4)
|
394 (89.5)
|
0.164
|
95 (83.3)
|
375 (90.1)
|
0.042
|
BMI, kg/m2(mean, SD)
|
24.6 ± 3.8
|
24.4 ± 3.4
|
0.614
|
24.4 ± 4.0
|
24.5 ± 3.4
|
0.865
|
Ever smoker (n, %)
|
81 (90.0)
|
384 (87.3)
|
0.472
|
101 (88.6)
|
364 (87.5)
|
0.752
|
Pack-years history (median, IQR)
|
40.0 (18.0-51.5)
|
37.7 (19.0–50.0)
|
0.942
|
40.5 (20.0-51.3)
|
37.0 (18.0–50.0)
|
0.230
|
Annual household income ≥ 100,000 yuan (n, %)
|
27/82 (32.9)
|
166/419 (39.6)
|
0.255
|
34/108 (31.5)
|
159/393 (40.5)
|
0.090
|
Educated level to high school or above (n, %)
|
44 (48.9)
|
216 (49.1)
|
0.972
|
57 (50.0)
|
203 (48.8)
|
0.820
|
Exacerbations (≥ 1) in the previous year (n, %)
|
54 (60.0)
|
196 (44.5)
|
0.007
|
76 (66.7)
|
174 (41.8)
|
< 0.001
|
Cardiovascular disease history (n, %)
|
30 (33.3)
|
167 (38.0)
|
0.473
|
36 (31.6)
|
161 (38.8)
|
0.189
|
Lung function (post-BD)
|
|
|
|
|
|
|
FEV1, L (mean, SD)
|
1.58 ± 0.73
|
1.61 ± 0.63
|
0.651
|
1.43 ± 0.74
|
1.65 ± 0.61
|
0.003
|
FEV1%predicted (mean, SD)
|
58.2 ± 22.6
|
59.3 ± 20.8
|
0.658
|
53.2 ± 23.5
|
60.7 ± 20.1
|
0.002
|
GOLD stage (n, %)
|
|
|
|
|
|
|
I
|
12 (13.3)
|
77 (17.5)
|
0.360
|
15 (13.2)
|
74 (17.8)
|
< 0.001
|
II
|
44 (48.9)
|
203 (46.1)
|
39 (34.2)
|
208 (50.0)
|
III
|
24 (26.7)
|
131 (29.8)
|
39 (34.2)
|
116 (27.9)
|
IV
|
10 (11.1)
|
29 (6.6)
|
21 (18.4)
|
18 (4.3)
|
mMRC (median, IQR)
|
2.0 (1.0–3.0)
|
1.0 (1.0–2.0)
|
< 0.001
|
2.0 (2.0–3.0)
|
1.0 (0.0–2.0)
|
< 0.001
|
CAT (mean, SD)
|
18.8 ± 7.8
|
12.9 ± 8.0
|
< 0.001
|
20.7 ± 7.7
|
12.1 ± 7.4
|
< 0.001
|
Comorbid anxiety (n, %)
|
NA
|
NA
|
NA
|
58 (50.9)
|
32 (7.7)
|
< 0.001
|
Comorbid depression (n, %)
|
58 (64.4)
|
56 (12.7)
|
< 0.001
|
NA
|
NA
|
NA
|
Data are presented as mean ± SD, median (IQR) or n (%). Significant values were presented in bold. |
BD: bronchodilator; BMI: body mass index; CAT: COPD Assessment Test; mMRC: modified Medical Research Council dyspnea scale; FEV1: forced expiratory volume in 1 second; FEV1%predicted: forced expiratory volume in one second in percent of the predicted value; GOLD: Global Initiative for Chronic Obstructive Lung Disease; NA: not applicable. |
Correlations of the CAT and FEV1%predicted with anxiety and depression
The proportions of anxiety and depression symptoms categorized by CAT groups and GOLD stages were shown in Fig. 1. The proportion of mild, moderate, and severe anxiety according to the GAD-7 score did not differ with different GOLD grades (x2 = 11.3 P = 0.254 by chi-square test). However, among patients stratified by CAT score, the proportion of mild, moderate, and severe anxiety significantly increased with increasing CAT scores (x2 = 46.2, P < 0.001 by chi-square test and P < 0.001 by linear-by-linear association). As for depression, the proportion of mild, moderate, and severe depression increased with increasing CAT scores (x2 = 133.0, P < 0.001 by chi-square test and P < 0.001 by linear-by-linear association), and also increased with increasing GOLD stages (x2 = 34.0, P < 0.001 by chi-square test and P < 0.001 by linear-by-linear association).
The GAD-7 anxiety score had a significant correlation with the CAT score (Spearman’s rho = 0.339, P < 0.001) but not with FEV1%predicted (Spearman’s rho = -0.029, P = 0.506). Meanwhile, the PHQ-9 depression score had also a significant correlation with the CAT score (Spearman’s rho = 0.435, P < 0.001) and a weak negative correlation with FEV1%predicted (Spearman’s rho = -0.124, P = 0.004). The correlation analysis between GAD-7, PHQ-9 and each CAT item were presented in Additional file 1: Table S1.
Comparison of the CAT and FEV1%predicted as predictors of anxiety and depression
Univariate and multivariable logistic regression analyses were performed to identify factors associated with anxiety and depression (Table 3). In univariate analysis, a higher CAT score was associated with a greater risk of both anxiety and depression (OR = 1.089, 95% CI: 1.059–1.121, P < 0.001; OR = 1.148, 95% CI: 1.113–1.183, P < 0.001; respectively). These associations were still significant in multivariable analysis (OR = 1.094, 95% CI: 1.057–1.131, P < 0.001; OR = 1.143, 95% CI: 1.104–1.183, P < 0.001; respectively) after adjusting for potential confounders (age, sex, BMI, smoking status, educated level, annual household income, lung function and exacerbation history). However, lung function impairment defined by FEV1%predicted showed no statistically significant relationship with anxiety (P > 0.05 in both univariate and multivariable analysis). And for depression, FEV1%predicted was significantly associated with depression in the univariate analysis (OR = 0.983, 95% CI: 0.972–0.993, P < 0.001), but this relationship was not significant in multivariable analysis (OR = 1.000, 95% CI: 0.988–1.013, P = 0.952).
Table 3
Logistic regression analysis of the factors associated with anxiety and depression in patients with COPD
Factors
|
Anxiety
|
Depression
|
OR
|
95% CI
|
P-value
|
OR
|
95% CI
|
P-value
|
Univariate analysis
|
|
|
|
|
|
|
CAT score *
|
1.089
|
1.059–1.121
|
< 0.001
|
1.148
|
1.113–1.183
|
< 0.001
|
FEV1%predicted *
|
0.998
|
0.987–1.008
|
0.657
|
0.983
|
0.972–0.993
|
0.001
|
Multivariable analysis
|
|
|
|
|
|
|
CAT score *
|
1.094
|
1.057–1.131
|
< 0.001
|
1.143
|
1.104–1.183
|
< 0.001
|
FEV1%predicted *
|
1.012
|
1.000-1.025
|
0.071
|
1.000
|
0.988–1.013
|
0.952
|
Age (< 65 years vs ≥ 65 years)
|
1.758
|
1.045–2.958
|
0.034
|
1.687
|
1.021–2.787
|
0.041
|
Sex (women vs men)
|
3.594
|
1.231–10.489
|
0.019
|
4.332
|
1.485–12.635
|
0.007
|
BMI (< 21 kg/m 2 vs ≥ 21 kg/m 2)
|
0.537
|
0.255–1.129
|
0.101
|
0.819
|
0.430–1.560
|
0.544
|
Smoking status (ever vs never)
|
3.324
|
1.006–10.980
|
0.049
|
2.730
|
0.861–8.652
|
0.088
|
Educated level (middle school or below vs high school or above)
|
0.862
|
0.513–1.448
|
0.574
|
0.768
|
0.464–1.270
|
0.303
|
Annual household income (< 100,000 yuan vs ≥ 100,000 yuan)
|
1.327
|
0.772–2.280
|
0.306
|
1.350
|
0.797–2.287
|
0.265
|
Exacerbations in the previous year (≥ 1 vs 0)
|
1.489
|
0.880–2.521
|
0.138
|
1.836
|
1.107–3.045
|
0.019
|
* Entered as a continuous variable. Significant associations were presented in bold |
BMI: body mass index; FEV1%predicted: forced expiratory volume in one second in percent of the predicted value; CAT: COPD Assessment Test; OR: odds ratio; CI: confidence interval. |
The ROC curve analysis indicated that the CAT score had a significant predictive value for the presence of anxiety (AUC = 0.709, 95% CI: 0.668–0.747, P < 0.001) (Fig. 2) as well as depression (AUC = 0.791, 95% CI: 0.754–0.825, P < 0.001) (Fig. 3). Whereas FEV1%predicted showed a poor performance for identifying either anxiety or depression (AUC = 0.516, 95% CI: 0.473–0.559, P = 0.643; AUC = 0.607, 95% CI: 0.564–0.648, P = 0.001; respectively). The operating characteristics of the CAT for identifying anxiety and depression were shown in Table 4. The highest Youden index was achieved at a cutoff score of CAT ≥ 15 for both anxiety and depression. The sensitivity, specificity, PPV, NPV, and accuracy for screening anxiety was 70.0%, 63.4%, 28.1%, 91.2%, and 64.5% respectively. The same parameters were respectively 78.1%, 67.6%, 39.7%, 91.8% and 69.8% for depression.
Table 4
Operating Characteristics of the CAT for identifying anxiety and depression
Cutoff Score
|
Sensitivity (%)
|
Specificity (%)
|
Youden Index (%)
|
PPV (%)
|
NPV (%)
|
Accuracy (%)
|
Anxiety
|
|
|
|
|
|
|
≥ 11
|
84.4
|
43.4
|
27.8
|
23.4
|
93.2
|
50.4
|
≥ 13
|
77.8
|
54.1
|
31.9
|
25.7
|
92.2
|
58.1
|
≥ 15*
|
70.0
|
63.4
|
33.4
|
28.1
|
91.2
|
64.5
|
≥ 17
|
61.1
|
69.6
|
30.7
|
29.1
|
89.7
|
68.1
|
≥ 19
|
54.4
|
77.5
|
31.9
|
33.1
|
89.3
|
73.6
|
≥ 21
|
43.3
|
83.0
|
26.3
|
34.2
|
87.7
|
76.2
|
Depression
|
|
|
|
|
|
|
≥ 11
|
90.4
|
46.6
|
37.0
|
31.7
|
94.6
|
56.0
|
≥ 13
|
82.5
|
57.2
|
39.7
|
34.6
|
92.2
|
62.6
|
≥ 15*
|
78.1
|
67.6
|
45.7
|
39.7
|
91.8
|
69.8
|
≥ 17
|
69.3
|
73.6
|
42.9
|
41.8
|
89.7
|
72.6
|
≥ 19
|
61.4
|
81.3
|
42.7
|
47.3
|
88.5
|
77.0
|
≥ 21
|
50.9
|
86.5
|
37.4
|
50.9
|
86.5
|
78.9
|
* Cutoff score with maximum Youden index. |
CAT: COPD Assessment Test; PPV: positive predictive value; NPV: negative predictive value; Youden index: (sensitivity + specificity) -1. |
Comparison of different CAT components to identify anxiety and depression
ROC curve analysis was performed on each CAT item to determine which component of the CAT can better identify anxiety and depression (Fig. 4). Among all items, sleep had the best predictive value for the presence of anxiety (AUC = 0.708, 95% CI: 0.667–0.746), whereas energy had the best predictive value for the presence of depression (AUC = 0.765, 95% CI: 0.727–0.801). Generally, non-respiratory CAT items (activity limitation at home, confidence leaving home, sleep, and energy) showed higher predictive value for the presence of anxiety and depression than respiratory related items (cough, phlegm, chest tightness, and breathlessness going up hills/stairs). Statistical comparisons of the predictive value of the total CAT score and the two components within CAT also showed that non-respiratory CAT components had a significantly higher predictive value than that of the respiratory components for both anxiety (AUC = 0.721 vs 0.651, P = 0.011) and depression (AUC = 0.805 vs 0.720, P < 0.001) (Additional file 1: Table S2).