Asthma Is Associated with Back Pain and Migraine—Results of Population-Based Case–Control Study
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Design and Data Source
2.2. Study Population and Matching Method
2.3. Study Variables
2.4. Statistical Analysis
2.5. Sensitivity Analysis
2.6. Ethical Considerations
3. Results
3.1. Sex Differences in Prevalence of Pain among People with Asthma
3.2. Prevalence of Pain among Cases and Matched Controls
3.3. Variables Associated with Self-Reported Presence of CNP, CLBP, and MFH in Asthma Patients
3.4. Sensitivity Analysis
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Variable | Categories | EHISS 2014 | EHISS 2020 | |||
---|---|---|---|---|---|---|
n | % | n | % | p | ||
Sex | Women | 785 | 59.8 | 668 | 58.0 | 0.366 |
Age, Mean (SD) | 52.6 | (18.9) | 54.1 | (18.8) | 0.165 | |
Age groups (Years) | 18–49 | 610 | 47.8 | 496 | 44.5 | 0.251 |
50–69 | 370 | 29.0 | 340 | 30.5 | ||
70 or over | 295 | 23.1 | 279 | 25.0 | ||
Educational level | No studies/primary | 745 | 56.8 | 629 | 54.6 | 0.210 |
Secondary | 211 | 16.1 | 216 | 18.8 | ||
High education | 356 | 27.1 | 306 | 26.6 | ||
Living with a partner | Yes | 699 | 53.6 | 556 | 48.6 | 0.012 |
Chronic neck pain | Yes | 370 | 28.2 | 287 | 24.9 | 0.067 |
Chronic low back pain | Yes | 410 | 31.3 | 351 | 30.5 | 0.686 |
Spinal pain | Yes | 507 | 38.6 | 418 | 36.3 | 0.234 |
Migraine or frequent headache | Yes | 188 | 14.3 | 139 | 12.1 | 0.100 |
Any pain | Yes | 566 | 43.1 | 460 | 40.0 | 0.111 |
Pain intensity | No pain | 498 | 38.0 | 482 | 41.9 | 0.048 |
Light | 329 | 25.1 | 261 | 22.7 | ||
Moderate | 265 | 20.2 | 249 | 21.6 | ||
Severe/extreme | 220 | 16.8 | 159 | 13.8 | ||
Use of pain medication | Yes | 509 | 44.8 | 464 | 48.7 | 0.076 |
Self-rated health | Very good/good | 624 | 47.6 | 555 | 48.2 | 0.744 |
Fair/poor/very poor | 688 | 52.4 | 596 | 51.8 | ||
Diabetes | Yes | 153 | 11.7 | 135 | 11.7 | 0.959 |
COPD | Yes | 334 | 25.5 | 260 | 22.6 | 0.097 |
Heart diseases | Yes | 170 | 13.0 | 165 | 14.3 | 0.320 |
Stroke | Yes | 37 | 2.8 | 38 | 3.3 | 0.488 |
Cancer | Yes | 67 | 5.1 | 70 | 6.1 | 0.292 |
High blood pressure | Yes | 402 | 30.6 | 376 | 32.7 | 0.280 |
Mental disease | Yes | 306 | 23.3 | 276 | 24.0 | 0.702 |
Physical activity in leisure time | No | 557 | 42.6 | 507 | 44.1 | 0.443 |
Alcohol consumption | Yes | 697 | 53.2 | 573 | 49.8 | 0.094 |
Active smoking | Yes | 287 | 21.9 | 212 | 18.5 | 0.034 |
Body mass index | <25 | 545 | 41.6 | 456 | 39.8 | 0.392 |
25–29.9 | 469 | 35.8 | 405 | 35.3 | ||
≥30 | 297 | 22.7 | 286 | 24.9 |
CNP | CLBP | MFH | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
No Asthma n% | Asthma n% | No Asthma n% | Asthma n% | No Asthma n% | Asthma n% | ||||||||
Sex d,e,f,g,h,i | Men a,b,c | 85 | 8.4 | 182 | 18.0 | 125 | 12.4 | 227 | 22.5 | 30 | 3.0 | 66 | 6.5 |
Women a,b,c | 288 | 19.8 | 475 | 32.7 | 307 | 21.1 | 534 | 36.8 | 171 | 11.8 | 261 | 18.0 | |
Age groups d,e,f,g,h | 18–49 years a,b,c | 94 | 8.5 | 170 | 15.4 | 102 | 9.2 | 197 | 17.8 | 101 | 9.1 | 142 | 12.8 |
50–69 years a,b,c | 140 | 19.7 | 244 | 34.4 | 164 | 23.1 | 287 | 40.4 | 65 | 9.2 | 110 | 15.5 | |
70 years or over a,b,c | 138 | 24.0 | 241 | 42.0 | 166 | 28.9 | 273 | 47.6 | 33 | 5.7 | 68 | 11.8 | |
Educational level d,e,g,h,i | No studies/primary a,b,c | 253 | 19.1 | 486 | 35.4 | 305 | 23.1 | 551 | 40.1 | 104 | 7.9 | 205 | 14.9 |
Secondary a,b,c | 59 | 12.3 | 72 | 16.9 | 57 | 11.9 | 90 | 21.1 | 38 | 7.9 | 57 | 13.3 | |
High education a,b,c | 61 | 9.2 | 99 | 15.0 | 70 | 10.6 | 120 | 18.1 | 59 | 8.9 | 65 | 9.8 | |
Living with a partner f | No a,b,c | 192 | 15.9 | 305 | 25.6 | 213 | 17.6 | 350 | 29.3 | 81 | 6.7 | 167 | 14.0 |
Yes a,b,c | 180 | 14.5 | 349 | 27.8 | 219 | 17.6 | 409 | 32.6 | 119 | 9.6 | 158 | 12.6 | |
Pain intensity d,e,f,g,h,i | No pain a,b,c | 56 | 4.2 | 82 | 8.4 | 73 | 5.5 | 92 | 9.4 | 45 | 3.4 | 42 | 4.3 |
Light a,b,c | 92 | 16.6 | 141 | 23.9 | 109 | 19.7 | 174 | 29.5 | 44 | 8.0 | 67 | 11.4 | |
Moderate a,b,c | 117 | 32.5 | 219 | 42.6 | 127 | 35.3 | 240 | 46.7 | 60 | 16.7 | 104 | 20.2 | |
Severe/extreme a,c | 108 | 51.7 | 215 | 56.7 | 123 | 58.9 | 255 | 67.3 | 52 | 24.9 | 114 | 30.1 | |
Use of pain medication d,e,f,g,h,i | No a,b,c | 92 | 9.7 | 196 | 17.6 | 112 | 11.8 | 205 | 18.4 | 53 | 5.6 | 88 | 7.9 |
Yes a,b,c | 233 | 34.7 | 434 | 44.6 | 279 | 41.6 | 510 | 52.4 | 121 | 18.0 | 223 | 22.9 | |
Concomitant CNP e,f,h,i | No b,c | NA | NA | NA | NA | 157 | 12.1 | 239 | 16.4 | 111 | 8.6 | 133 | 9.1 |
Yes b,c | NA | NA | NA | NA | 234 | 72.0 | 476 | 75.6 | 63 | 19.4 | 178 | 28.3 | |
Concomitant CLBP d,f,g,i | No a,c | 91 | 7.4 | 154 | 11.2 | NA | NA | NA | NA | 100 | 8.1 | 128 | 9.3 |
Yes c | 234 | 59.8 | 476 | 66.6 | NA | NA | NA | NA | 74 | 18.9 | 183 | 25.6 | |
Concomitant MFH d,e,g,h | No a,b | 262 | 18.1 | 452 | 25.5 | 317 | 22 | 532 | 30.0 | NA | NA | NA | NA |
Yes a,b | 63 | 36.2 | 178 | 57.2 | 74 | 42.5 | 183 | 58.8 | NA | NA | NA | NA |
CNP | CLBP | MFH | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
No Asthma, n% | Asthma, n% | No Asthma, n% | Asthma, n% | No Asthma, n% | Asthma, n% | ||||||||
Self-rated health d,e,f,g,h,i | Fair/poor/very poor a,b,c | 241 | 33.3 | 510 | 43.3 | 288 | 39.8 | 582 | 49.4 | 104 | 14.4 | 230 | 19.5 |
Very good/good a,b,c | 132 | 7.6 | 147 | 11.4 | 144 | 8.3 | 179 | 13.9 | 97 | 5.6 | 97 | 7.6 | |
Diabetes d,e,g,h | No a,b,c | 321 | 14.2 | 543 | 25.0 | 366 | 16.2 | 616 | 28.3 | 185 | 8.2 | 284 | 13.1 |
Yes a,b,c | 52 | 25.1 | 114 | 39.6 | 66 | 31.9 | 145 | 50.3 | 16 | 7.7 | 43 | 14.9 | |
COPD d,e,f,g,h,i | No a,b,c | 339 | 14.2 | 403 | 21.6 | 394 | 16.6 | 474 | 25.4 | 185 | 7.8 | 218 | 11.7 |
Yes a,b,c | 34 | 40.5 | 254 | 42.8 | 38 | 45.2 | 287 | 48.3 | 16 | 19.0 | 109 | 18.4 | |
Heart diseases d,e,g,h,i | No a,b,c | 293 | 13.2 | 502 | 23.6 | 340 | 15.3 | 586 | 27.5 | 179 | 8.1 | 269 | 12.6 |
Yes a,b,c | 80 | 32.4 | 155 | 46.3 | 92 | 37.2 | 175 | 52.2 | 22 | 8.9 | 58 | 17.3 | |
Stroke d,e,g,h,i | No a,b,c | 356 | 14.8 | 620 | 26.0 | 413 | 17.1 | 718 | 30.1 | 197 | 8.2 | 308 | 12.9 |
Yes a,c | 17 | 33.3 | 37 | 49.3 | 19 | 37.3 | 43 | 57.3 | 4 | 7.8 | 19 | 25.3 | |
Cancer e,g,h,i | No a,b,c | 352 | 14.9 | 592 | 25.5 | 406 | 17.1 | 692 | 29.8 | 192 | 8.1 | 295 | 12.7 |
Yes a,b,c | 21 | 22.1 | 65 | 47.4 | 26 | 27.4 | 69 | 50.4 | 9 | 9.5 | 32 | 23.4 | |
High blood pressure d,e,g,h,i | No a,b,c | 228 | 12.3 | 342 | 20.3 | 249 | 13.4 | 394 | 23.4 | 143 | 7.7 | 190 | 11.3 |
Yes a,b,c | 145 | 23.9 | 315 | 40.5 | 183 | 30.1 | 367 | 47.2 | 58 | 9.6 | 137 | 17.6 | |
Mental disease d,e,f,g,h,i | No a,b,c | 253 | 11.9 | 369 | 19.6 | 289 | 13.6 | 449 | 23.9 | 132 | 6.2 | 158 | 8.4 |
Yes a,b,c | 120 | 35.7 | 288 | 49.5 | 143 | 42.6 | 312 | 53.6 | 69 | 20.5 | 169 | 29.0 | |
Physical activity in leisure time d,e,f,g,h,i | Never a,b,c | 195 | 20.9 | 383 | 36.0 | 222 | 23.8 | 433 | 40.7 | 104 | 11.2 | 171 | 16.1 |
Occasionally or frequent a,b,c | 178 | 11.6 | 272 | 19.5 | 210 | 13.7 | 327 | 23.4 | 97 | 6.3 | 156 | 11.2 | |
Alcohol consumption d,e,f,g,h,i | No a,b,c | 219 | 18.4 | 394 | 33.1 | 253 | 21.2 | 448 | 37.6 | 111 | 9.3 | 210 | 17.6 |
Yes a,b,c | 153 | 12.1 | 262 | 20.6 | 177 | 14 | 312 | 24.6 | 90 | 7.1 | 117 | 9.2 | |
Active smoking d,e,g,h | No a,b,c | 301 | 15.8 | 546 | 27.8 | 353 | 18.5 | 647 | 33.0 | 150 | 7.9 | 259 | 13.2 |
Yes a,b,c | 72 | 13.1 | 110 | 22 | 79 | 14.3 | 113 | 22.6 | 51 | 9.3 | 68 | 13.6 | |
Body mass index d,e,f,g,h,i | <25 a,b,c | 145 | 12 | 212 | 21.2 | 163 | 13.5 | 241 | 24.1 | 102 | 8.5 | 125 | 12.5 |
25–29.9 a,b,c | 137 | 16.1 | 236 | 27 | 166 | 19.5 | 280 | 32.0 | 54 | 6.3 | 114 | 13.0 | |
≥30 a,b,c | 90 | 22.4 | 208 | 35.7 | 103 | 25.6 | 238 | 40.8 | 44 | 10.9 | 87 | 14.9 |
CNP | CLBP | MFH | ||
---|---|---|---|---|
OR (95% CI) | OR (95% CI) | OR (95% CI) | ||
Sex | Men | 1 | 1 | 1 |
Women | 1.37 (1.07–1.76) | 1.25 (1.02–1.58) | 2.00 (1.44–2.77) | |
Age groups | 18–49 years | 1 | 1 | 1 |
50–69 years | 1.41 (1.05–1.88) | 1.76 (1.31–2.35) | 0.41 (0.29–0.58) | |
70 years or over | 1.64 (1.20–2.23) | 1.52 (1.11–2.09) | 0.21 (0.14–0.32) | |
Self-rated health | Very good/good | 1 | 1 | 1 |
Fair/poor/very poor | 0.50 (0.38–0.65) | 0.47 (0.36–0.61) | 0.74 (0.0.51–0.97) | |
Diabetes | No | NSDM | 1 | NSDM |
Yes | NSDM | 1.39 (1.00–1.93) | NSDM | |
COPD | No | 1 | NSDM | NSDM |
Yes | 1.31 (1.01–1.70) | NSDM | NSDM | |
Mental disorder | No | 1 | NSDM | 1 |
Yes | 1.55 (1.19–2.02) | NSDM | 2.73 (2.05–3.63) | |
Use of pain medication | No | NSDM | 1 | 1 |
Yes | NSDM | 2.46 (1.91–3.16) | 2.19 (1.61–2.98) | |
Concomitant CNP | No | NA | 1 | 1 |
Yes | NA | 9.81 (7.67–12.54) | 2.44 (1.76–3.37) | |
Concomitant CLBP | No | 1 | NA | 1 |
Yes | 10.06 (7.95–12.73) | NA | 1.65 (1.19–2.30) | |
MFH | No | 1 | 1 | NA |
Yes | 2.39 (1.74–3.28) | 1.67 (1.20–2.32) | NA | |
YEAR | 2020 | 0.81 (0.65–1.02) | 1.05 (0.83–1.33) | 0.81 (0.62–1.06) |
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Gutiérrez-Albaladejo, N.; López-de-Andrés, A.; Cuadrado-Corrales, N.; Albaladejo-Vicente, R.; Villanueva-Orbaiz, R.; Carricondo, F.; Romero-Gomez, B.; Jiménez-García, R.; Perez-Farinos, N. Asthma Is Associated with Back Pain and Migraine—Results of Population-Based Case–Control Study. J. Clin. Med. 2023, 12, 7107. https://doi.org/10.3390/jcm12227107
Gutiérrez-Albaladejo N, López-de-Andrés A, Cuadrado-Corrales N, Albaladejo-Vicente R, Villanueva-Orbaiz R, Carricondo F, Romero-Gomez B, Jiménez-García R, Perez-Farinos N. Asthma Is Associated with Back Pain and Migraine—Results of Population-Based Case–Control Study. Journal of Clinical Medicine. 2023; 12(22):7107. https://doi.org/10.3390/jcm12227107
Chicago/Turabian StyleGutiérrez-Albaladejo, Natalia, Ana López-de-Andrés, Natividad Cuadrado-Corrales, Romana Albaladejo-Vicente, Rosa Villanueva-Orbaiz, Francisco Carricondo, Barbara Romero-Gomez, Rodrigo Jiménez-García, and Napoleon Perez-Farinos. 2023. "Asthma Is Associated with Back Pain and Migraine—Results of Population-Based Case–Control Study" Journal of Clinical Medicine 12, no. 22: 7107. https://doi.org/10.3390/jcm12227107
APA StyleGutiérrez-Albaladejo, N., López-de-Andrés, A., Cuadrado-Corrales, N., Albaladejo-Vicente, R., Villanueva-Orbaiz, R., Carricondo, F., Romero-Gomez, B., Jiménez-García, R., & Perez-Farinos, N. (2023). Asthma Is Associated with Back Pain and Migraine—Results of Population-Based Case–Control Study. Journal of Clinical Medicine, 12(22), 7107. https://doi.org/10.3390/jcm12227107