| Literature DB >> 33177816 |
Johanna I Lutter1, Rudolf A Jörres2, Tobias Welte3, Henrik Watz4, Benjamin Waschki5, Peter Alter6, Franziska C Trudzinski7, Johan Ohlander1,8, Jürgen Behr9, Robert Bals10, Michael Studnicka11, Rolf Holle12, Claus F Vogelmeier6, Kathrin Kahnert9.
Abstract
Background: Beyond smoking, several risk factors for the development of chronic obstructive pulmonary disease (COPD) have been described, among which socioeconomic status including education is of particular interest. We studied the contribution of education to lung function and symptoms relative to smoking in a group of never-smokers with COPD compared to a group of long-time ex-smokers with COPD.Entities:
Keywords: COPD; education; never-smoker; socioeconomic status
Mesh:
Year: 2020 PMID: 33177816 PMCID: PMC7652228 DOI: 10.2147/COPD.S273839
Source DB: PubMed Journal: Int J Chron Obstruct Pulmon Dis ISSN: 1176-9106
Figure 1Consort diagram of the study population.
Baseline Characteristics of the Study Sample Stratified by Smoking Status
| n | Never-Smoker | Ex-Smoker | p-valuea | |
|---|---|---|---|---|
| 150 | 616 | |||
| Male | 70 (46.7) | 432 (70.1) | <0.0001 | |
| Age, yrs | 68.5 ± 8.4 | 68.3 ± 7.7 | 0.7268 | |
| BMI categoryb | Underweight | 4 (2.7) | 10 (1.6) | 0.0531 |
| Normal | 65 (43.6) | 201 (32.7) | ||
| Overweight | 54 (36.2) | 265 (43.1) | ||
| Obese | 26 (17.5) | 139 (22.6) | ||
| Educationc | Basic education | 77 (51.3) | 349 (56.7) | 0.4924 |
| Secondary education | 41 (27.3) | 153 (24.8) | ||
| Higher education | 32 (21.3) | 114 (18.5) | ||
| Pulmonary function | FEV1% pred | 55.2 ± 18.4 | 53.1 ± 19.1 | 0.2337 |
| FVC % pred | 76.8 ± 19.7 | 78.8 ± 19.3 | 0.2632 | |
| FEV1/FVC (L) | 54.9 ± 10.2 | 51.1 ± 11.1 | ||
| TLCO % pred | 65.2 ± 25.4 | 57.4 ± 22.5 | ||
| KCO % pred | 79.5 ± 29.0 | 67.1 ± 22.6 | < | |
| ITGV % pred | 140.8 ± 31.9 | 146.0 ± 37.6 | 0.1208 | |
| RV % pred | 160.1 ± 45.4 | 167.2 ± 53.0 | 0.1423 | |
| RV/TLC | 0.55 ± 0.10 | 0.55 ± 0.11 | 0.6735 | |
| VA % pred | 82.8 ± 16.8 | 84.4 ± 15.2 | 0.2719 | |
| TLC % pred | 123.5 ± 35.0 | 115.9 ± 31.2 | ||
| GOLD group (mMRC) | A | 60 (41.1) | 232 (37.9) | 0.8571 |
| B | 36 (24.7) | 169 (27.6) | ||
| C | 20 (13.7) | 80 (13.1) | ||
| D | 30 (20.6) | 131 (21.4) | ||
| Severe exacerbation history | Proportion Yes | 24 (16.0) | 116 (18.9) | 0.4164 |
| Mean annual rate | 1.6 ± 0.7 | 1.4 ± 0.8 | 0.3806 | |
| Years since COPD diagnosis | 12.3 ± 9.8 | 10.7 ± 7.6 | 0.0278 | |
| AATD | 34 (22.7) | 60 (9.7) | < | |
| Symptoms and Quality of life | mMRC | 1.5 ± 0.9 | 1.6 ± 0.9 | 0.1974 |
| SGRQ | 42.1 ± 18.9 | 43.8 ± 19.9 | 0.3238 | |
| activity | 55.8 ± 24.5 | 60.3 ± 25.7 | 0.0555 | |
| symptoms | 54.6 ± 21.9 | 54.4 ± 21.1 | 0.9192 | |
| impacts | 29.5 ± 20.1 | 30.5 ± 20.6 | 0.6065 | |
| CAT | 17.5 ± 7.2 | 18.0 ± 7.2 | 0.4900 | |
| EQ-VAS | 56.7 ± 19.3 | 55.8 ± 19.6 | 0.6219 | |
| EQ-5D utility | 0.83 ± 0.19 | 0.82 ± 0.19 | 0.5629 | |
| PHQ-9 | 5.66 ± 3.99 | 5.81 ± 4.36 | 0.7002 | |
| TUG | 6.76 ± 2.01 | 7.13 ± 2.59 | 0.1034 | |
| IPAQ | 4270.8 ± 4177.8 | 4373.9 ± 5947.0 | 0.8441 | |
| 6MWD | 434.3 ± 109.2 | 405.3 ± 108.5 | ||
| ABI | 1.25 ± 0.12 | 1.19 ± 0.14 |
Notes: Data are presented as n (%) or mean ± standard deviation. a p-value based on Chi2-test (categorical variables) and based on ANOVA (continuous variables). b Normal weight (18.5 ≤ BMI <25), overweight (25 ≤ BMI < 30), obese (BMI ≥ 30), and underweight (BMI < 18.5). c Basic education (≤9 school years), secondary education (10–11 school years), and higher education (>11 school years). Significant differences between groups are marked in bold (p<0.05).
Mean Household Net Income per Month in Euro by Level of Education
| Mean ± SD | p-valuea | |
|---|---|---|
| Basic education (≤9 years) | 1153 ± 561 | <0.0001 |
| Secondary education (10–11 years) | 1360 ± 560 | |
| Higher education (>11 years) | 1684 ± 674 |
Note: a p-value based on ANOVA.
Mean Values of Parameters by Smoking Status and Education
| Basic Education (≤9 Years) | Secondary Education (10–11 Years) | Higher Education (>11 Years) | Main Effects | Interaction | |||||
|---|---|---|---|---|---|---|---|---|---|
| Never-Smoker | Ex-Smoker | Never-Smoker | Ex-Smoker | Never-Smoker | Ex-Smoker | Education | Smoking | Education* Smoking | |
| 77 | 349 | 41 | 153 | 32 | 114 | p-value | |||
| FEV1% pred | 49.3 | 48.7 | 52.3 | 51.2 | 61.3 | 53.0 | 0.0754 | 0.1958 | |
| FVC % pred | 70.7 | 74.3 | 74.8 | 77.6 | 80.0 | 78.1 | 0.4347 | 0.4773 | |
| FEV1/FVC (L) | 52.9 | 49.6 | 53.4 | 49.9 | 57.8 | 51.3 | 0.4313 | ||
| TLCO % pred | 62.6 | 51.7 | 62.3 | 53.4 | 64.6 | 56.9 | 0.4229 | 0.8178 | |
| KCO % pred | 79.5 | 62.4 | 77.7 | 65.2 | 77.6 | 69.0 | 0.7838 | 0.3492 | |
| RV/TLC | 0.58 | 0.58 | 0.57 | 0.56 | 0.53 | 0.56 | 0.3502 | 0.4299 | |
| ITGV % pred | 150.8 | 156.4 | 144.9 | 159.2 | 140.0 | 152.6 | 0.2110 | 0.4552 | |
| RV % pred | 173.3 | 178.9 | 165.7 | 181.4 | 156.8 | 172.5 | 0.1540 | 0.5465 | |
| VA % pred | 84.8 | 82.9 | 77.7 | 83.7 | 82.7 | 81.3 | 0.1838 | 0.5704 | 0.0633 |
| TLC % pred | 122.5 | 123.2 | 125.2 | 123.5 | 113.5 | 118.4 | 0.6394 | 0.6554 | |
| SGRQ | 44.5 | 47.3 | 43.0 | 43.2 | 37.8 | 39.5 | 0.4270 | 0.8275 | |
| Activity | 60.0 | 65.5 | 58.8 | 60.8 | 44.7 | 55.6 | 0.4076 | ||
| Symptoms | 55.4 | 55.3 | 51.9 | 54.6 | 55.8 | 49.7 | 0.4939 | 0.5973 | 0.3025 |
| Impacts | 31.5 | 33.8 | 30.3 | 29.0 | 27.5 | 26.4 | 0.0571 | 0.9968 | 0.6647 |
| CAT | 18.7 | 19.4 | 18.0 | 17.9 | 16.4 | 17.6 | 0.0518 | 0.4059 | 0.7418 |
| EQ-VAS | 53.9 | 51.4 | 56.1 | 54.0 | 57.7 | 59.3 | 0.6068 | 0.6610 | |
| EQ-5D utility | 0.78 | 0.79 | 0.86 | 0.78 | 0.81 | 0.84 | 0.1229 | 0.3552 | 0.1140 |
| mMRC | 1.59 | 1.76 | 1.65 | 1.67 | 1.42 | 1.50 | 0.1329 | 0.3290 | 0.7365 |
| IPAQ | 3591.4 | 3844.7 | 4111.0 | 3500.6 | 3786.3 | 3857.7 | 0.9847 | 0.8698 | 0.7898 |
| 6MWD | 424.9 | 390.0 | 416.9 | 403.3 | 484.7 | 426.2 | 0.2757 | ||
| Time up and go | 6.86 | 7.21 | 6.55 | 6.97 | 5.99 | 6.60 | 0.0615 | 0.9139 | |
| PHQ9 | 6.11 | 6.96 | 6.29 | 6.36 | 6.79 | 6.46 | 0.8553 | 0.6406 | 0.4436 |
| ABI | 1.26 | 1.18 | 1.23 | 1.20 | 1.27 | 1.19 | 0.8192 | 0.2178 | |
Notes: Models were adjusted for age, sex, BMI, and time since COPD diagnosis. *marks the interaction between school and smoking. Significant associations are marked in bold (p<0.05).
Figure 2Mean values of lung function parameters by smoking status and by education. Multiple ANOVA models (A–D) were adjusted for age, sex, body mass index (BMI), years since COPD diagnosis, and smoking status*education. Education was categorized as basic education (≤9 years), secondary education (10–11 years), and higher education (>11 years).
Figure 3Mean values of health-related quality of life and exercise capacity by smoking status and by education. Multiple ANOVA models (A–C) were adjusted for age, sex, body mass index (BMI), years since COPD diagnosis, and smoking status*education. Education was categorized as basic education (≤9 years), secondary education (10–11 years), and higher education (>11 years).
Association Between Comorbidities, Smoking Status, and Education
| Education | Smoking Status | ||||
|---|---|---|---|---|---|
| Basic (≤9 Years) | Secondary (10–11 Years) | Higher (>11 Years) | Ex-Smoker | Never-Smoker | |
| AATD | ref. | 1.54 (0.84–2.84) | ref. | ||
| Diabetes | ref. | 0.81 (0.47–1.38) | 0.69 (0.38–1.24) | ref. | 1.02 (0.57–1.81) |
| Hypertension | ref. | 1.26 (0.87–1.83) | 1.08 (0.72–1.61) | ref. | 0.89 (0.61–1.31) |
| Asthma | ref. | 1.06 (0.69–1.63) | ref. | ||
| KHK | ref. | 0.76 (0.47–1.23) | 0.72 (0.43–1.20) | ref. | 0.75 (0.43–1.30) |
| Bronchiectasis | ref. | 0.85 (0.37–1.96) | 1.22 (0.54–2.74) | ref. | |
| Hyperuricemia | ref. | 0.88 (0.56–1.40) | 0.76 (0.46–1.26) | ref. | 0.89 (0.53–1.48) |
| HLP | ref. | 0.92 (0.65–1.31) | 0.75 (0.51–1.10) | ref. | 0.91 (0.63–1.32) |
| Osteoporosis | ref. | 0.69 (0.43–1.09) | 0.63 (0.37–1.08) | ref. | 1.48 (0.95–2.31) |
| GI | ref. | 0.83 (0.59–1.18) | 0.74 (0.50–1.08) | ref. | 0.78 (0.54–1.13) |
Notes: Logistic regression models were adjusted for age, sex, and BMI (estimates not shown). Significant associations are marked in bold (p<0.05).