Prevalence of Steinert’s Myotonic Dystrophy and Utilization of Healthcare Services: A Population-Based Cross-Sectional Study
Abstract
:1. Introduction
2. Materials and Methods
3. Results
4. Discussion
4.1. Limitations
4.2. Theoretical and Practical Implications
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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Clinical and Healthcare Variables | Items |
---|---|
Number of influenza vaccines administered | 0 1–7 8 vaccines |
Pneumococcal vaccine | Yes/No |
Hospital Admissions | Numeric |
Days of hospital stay | Numeric |
Type of admission | Urgent/scheduled |
Admitting department | Internal Medicine Pneumology Cardiology Digestive Oncology Other specialties No record |
Primary diagnosis | Respiratory diseases Cardiovascular diseases Neoplasms Digestive disorders Diseases of the central nervous system Other pathologies |
Attendance in PHC | Numeric |
Any level of risk stratification of becoming ill (LRBI) | No risk Low risk Medium risk High risk |
Total n = 1101 | Women n = 541 (49.1%) | Men n = 560 (50.9%) | p Value | ||||
---|---|---|---|---|---|---|---|
Mean (SD) | Median (Min–Max) | Mean (SD) | Median (Min–Max) | Mean (SD) | Median (Min–Max) | ||
Age | 47.8 (17.03) | 48 (0–98) | 48.8 (16.02) | 49 (2–98) | 47 (17.92) | 47 (0–94) | 0.170 |
Influenza vaccine | 5.7 (2.84) | 7 (0–8) | 5.7 (2.89) | 7 (0–8) | 5.8 (2.8) | 7 (0–8) | 0.952 |
Consultations in primary care | 13.5 (9.71) | 11 (0–69) | 15.7 (10.95) | 14 (0–69) | 11.4 (7.79) | 10 (0–59) | <0.001 |
Hospital admissions | 1.8 (3.79) | 1 (0–71) | 1.6 (2.3) | 1 (0–15) | 1.9 (4.81) | 1 (0–71) | 0.631 |
n (%) | n (%) | n (%) | |||||
Age group | 0.275 | ||||||
<18 | 54 (4.9) | 19 (3.5) | 35 (6.3) | ||||
18–39 | 262 (23.8) | 130 (24) | 132 (23.6) | ||||
40–49 | 260 (23.6) | 126 (23.3) | 134 (24) | ||||
50–59 | 239 (21.7) | 128 (23.7) | 111 (19.8) | ||||
60–69 | 188 (17.1) | 92 (17) | 96 (17.1) | ||||
>70 | 98 (8.9) | 46 (8.5) | 52 (9.3) | ||||
Deprivation index | 0.583 | ||||||
1st quartile (less deprived) | 237 (21.5) | 107 (19.8) | 130 (23.2) | ||||
2nd quartile | 247 (22.4) | 123 (22.7) | 124 (22.1) | ||||
3rd quartile | 335 (30.4) | 169 (31.2) | 166 (29.6) | ||||
4th quartile (most deprived) | 282 (25.6) | 142 (26.3) | 140 (25) | ||||
Risk level | 0.002 | ||||||
Normal | 535 (48.6) | 233 (43.1) | 302 (53.9) | ||||
Low risk | 362 (32.9) | 202 (37.3) | 160 (28.6) | ||||
Medium risk | 163 (14.8) | 89 (16.5) | 74 (13.2) | ||||
High risk | 40 (3.6) | 16 (3) | 24 (4.3) | ||||
Death | |||||||
Yes | 156 (14.2) | 54 (10) | 102 (18.2) | <0.001 | |||
No | 945 (85.8) | 487 (90) | 458 (81.8) | ||||
Influenza vaccine 2017 | 0.119 | ||||||
Yes | 340 (30.9) | 179 (33.1) | 161 (28.8) | ||||
No | 761 (69.1) | 362 (66.9) | 399 (61.3) | ||||
Influenza vaccine | 0.730 | ||||||
0 | 82 (7.5) | 42 (7.8) | 40 (7.1) | ||||
1–7 vaccines | 485 (44.1) | 232 (42.9) | 253 (45.2) | ||||
8 | 534 (48.5) | 267 (49.4) | 267 (47.7) | ||||
Pneumococcal vaccine | 0.256 | ||||||
Yes | 331 (30.1) | 154 (24.5) | 177 (31.6) | ||||
No | 770 (69.9) | 387 (71.5) | 383 (68.4) | ||||
Hospital admissions | |||||||
0 | 489 (44.4) | 234 (43.3) | 255 (45.6) | 0.862 | |||
1 | 233 (21.2) | 118 (21.8) | 115 (20.5) | ||||
2 | 127 (11.5) | 65 (12) | 62 (11.1) | ||||
3 | 85 (7.7) | 45 (8.3) | 40 (7.1) | ||||
4 | 55 (5) | 24 (4.4) | 31 (5.5) | ||||
5+ | 112 (10.2) | 55 (10.2) | 57 (10.2) | ||||
Consultations in PHC | <0.001 | ||||||
0–5 | 215 (19.5) | 80 (14.8) | 135 (24.1) | ||||
6–10 | 290 (26.3) | 127 (23.5) | 163 (29.1) | ||||
11–15 | 230 (20.9) | 107 (19.8) | 123 (22) | ||||
16–20 | 150 (13.6) | 81 (15) | 69 (12.3) | ||||
20+ | 216 (19.6) | 146 (27) | 70 (12.5) |
Women | 95%CI | Men | 95%CI | Total | 95%CI | |
---|---|---|---|---|---|---|
≤18 | 3.56 | 2.35–5.39 | 6.46 | 4.78–8.73 | 5.05 | 3.95–6.44 |
>19 | 16.65 | 15.2–18.23 | 16.76 | 15.23–18.45 | 16.7 | 15.63–17.84 |
Total | 14.28 | 13.06–15.30 | 14.62 | 13.35–16.03 | 14.44 | 13.55–15.39 |
0 Admissions n = 489 (44.4%) | 1 Admission n = 233 (21.2%) | 2 or More Admissions n = 379 (34.4%) | p Value | |||||||
---|---|---|---|---|---|---|---|---|---|---|
Mean (SD) | 95%CI | Median (Min–Max) | Mean (SD) | 95%CI | Median (Min–Max) | Mean (SD) | 95%CI | Median (Min–Max) | ||
Age | 43.9 (16.42) | 42.42–45.34 | 44 (0–98) | 50.6 (14.64) | 48.69–52.46 | 50 (2–92) | 51.3 (18.10) | 49.44–53.09 | 53 (2–92) | <0.001 |
Influenza vaccine | 6.3 (2.61) | 6.11–6.57 | 8 (0–8) | 5.6 (2.92) | 5.25–6 | 7 (0–8) | 5 (2.91) | 4.68–5.26 | 6 (0–8) | <0.001 |
Days of hospital stay | 5.9 (11.92) | 4.41–7.48 | 2 (0–92) | 26 (39.83) | 21.84–30.12 | 14 (0–433) | <0.001 | |||
n (%) | n (%) | n (%) | ||||||||
Sex | ||||||||||
Men | 255 (52.2) | 115 (49.4) | 190 (50.1) | 0.735 | ||||||
Women | 234 (47.9) | 118 (50.6) | 189 (49.9) | |||||||
Age group | ||||||||||
<50 years | 306 (62.6) | 113 (48.5) | 157 (41.4) | <0.001 | ||||||
50 or more | 183 (37.4) | 120 (51.5) | 222 (58.6) | |||||||
Deprivation index | ||||||||||
1st quartile | 127 (26) | 43 (18.5) | 67 (17.7) | 0.003 | ||||||
2nd quartile | 103 (21.1) | 64 (27.5) | 80 (21.1) | |||||||
3rd quartile | 155 (31.7) | 60 (25.8) | 120 (31.7) | |||||||
4th quartile | 104 (21.3) | 66 (28.3) | 112 (29.6) | |||||||
Risk level | ||||||||||
Normal | 224 (45.8) | 105 (45.1) | 206 (54.4) | <0.001 | ||||||
Low risk | 205 (41.9) | 78 (33.5) | 79 (20.8) | |||||||
Medium risk | 49 (10) | 38 (16.3) | 76 (20.1) | |||||||
High risk | 10 (2) | 12 (5.2) | 18 (4.8) | |||||||
Influenza vaccination | ||||||||||
0 | 31 (6.3) | 18 (7.7) | 33 (8.7) | <0.001 | ||||||
1–7 vaccines | 160 (32.7) | 102 (43.8) | 223 (58.8) | |||||||
8 | 298 (60.9) | 113 (48.5) | 123 (32.5) | |||||||
Pneumococcal vaccination | ||||||||||
Yes | 97 (19.8) | 65 (27.9) | 169 (44.6) | <0.001 | ||||||
No | 392 (80.2) | 168 (72.1) | 210 (55.4) |
Mean (SD) | Median (Min–Max) | |
---|---|---|
Days of hospital stay | 5.4 (15.15) | 1 (0–410) |
n (%) | ||
Type of admission | ||
Day care | 338 (17.4) | |
Emergency | 923 (47.6) | |
Scheduled | 679 (35) | |
Admitting department | ||
Internal Medicine | 396 (20.4) | |
Pneumology | 307 (15.8) | |
Cardiology | 195 (10.1) | |
Digestive | 164 (8.5) | |
Oncology | 159 (8.2) | |
No record | 91 (4.7) | |
Other specialities | 628 (32.4) | |
Primary diagnosis | ||
Respiratory diseases | 416 (21.4) | |
Cardiovascular diseases | 254 (13.1) | |
Neoplasms | 190 (9.8) | |
Digestive disorders | 188 (9.7) | |
Diseases of central nervous system | 175 (9) | |
Other pathologies | 717 (37) |
0–10 Consultations n = 505 (45.9%) | 11–20 Consultations n = 380 (34.5%) | 21 or More Consultations n = 216 (19.6%) | p Value | |||||||
---|---|---|---|---|---|---|---|---|---|---|
Mean (SD) | 95%CI | Median (Min–Max) | Mean (SD) | 95%CI | Median (Min–Max) | Mean (SD) | 95%CI | Median (Min–Max) | ||
Age | 47.9 (15.91) | 46.55–49.33 | 49 (0–94) | 48.6 (17.19) | 46.83–50.29 | 49 (3–92) | 46.3 (19.14) | 43.78–48.89 | 47 (2–98) | 0.3612 |
Influenza vaccination | 6.3 (2.55) | 6.04–6.49 | 8 (0–8) | 5.5 (2.92) | 5.16–5.75 | 7 (0–8) | 4.9 (3.09) | 4.49–5.32 | 6 (0–8) | 0.0001 |
n (%) | n (%) | n (%) | ||||||||
Sex | ||||||||||
Men | 298 (59) | 192 (50.5) | 70 (32.4) | <0.001 | ||||||
Women | 207 (41) | 188 (49.5) | 146 (67.6) | |||||||
Age group | ||||||||||
<50 years | 262 (51.9) | 195 (51.3) | 119 (55.1) | 0.651 | ||||||
50 or more | 243 (48.1) | 185 (48.7) | 97 (44.9) | |||||||
Deprivation index | ||||||||||
1st quartile | 120 (23.8) | 89 (23.4) | 28 (13) | 0.014 | ||||||
2nd quartile | 102 (20.2) | 89 (23.4) | 56 (25.9) | |||||||
3rd quartile | 161 (31.9) | 110 (29) | 64 (29.6) | |||||||
4th quartile | 122 (24.2) | 92 (24.2) | 68 (31.5) | |||||||
Risk level | <0.001 | |||||||||
Normal | 306 (60.6) | 159 (41.8) | 70 (32.4) | |||||||
Low risk | 156 (30.9) | 135 (35.5) | 71 (32.9) | |||||||
Medium risk | 34 (6.7) | 69 (18.2) | 60 (27.8) | |||||||
High risk | 9 (1.8) | 17 (4.5) | 14 (6.5) | |||||||
Influenza vaccination | ||||||||||
0 | 25 (5) | 31 (8.2) | 26 (12) | <0.001 | ||||||
1–7 vaccines | 195 (38.6) | 182 (47.9) | 108 (50) | |||||||
8 | 285 (56.4) | 167 (44) | 82 (38) | |||||||
Pneumococcal vaccination | ||||||||||
Yes | 125 (24.8) | 119 (31.3) | 87 (40.3) | <0.001 | ||||||
No | 380 (75.3) | 261 (68.7) | 129 (59.7) |
Total Model | Women Model | Men Model | ||||||||
---|---|---|---|---|---|---|---|---|---|---|
rc | 95%CI | p Value | rc | 95%CI | p Value | rc | 95%CI | p Value | ||
Sex (women) | −0.21 | −0.89 | 0.35 | |||||||
Age | −0.007 | −0.03 | 0.349 | 0.01 | −0.023 | 0.14 | −0.01 | −0.05 | 0.27 | |
Deprivation index | Quartile 2 | 0.11 | −1.33 | 0.755 | 0.34 | −1.16 | 0.246 | −0.15 | −2.36 | 0.802 |
Quartile 3 | 0.2 | −1.24 | 0.529 | 0.39 | −1.09 | 0.162 | 0.15 | −2.19 | 0.792 | |
Quartile 4 | 0.3 | −1.29 | 0.368 | 0.8 | 0.25–1.37 | 0.005 | −0.15 | −2.28 | 0.794 | |
Risk level | low | −0.71 | −1.03 | 0.007 | −0.67 | −0.77 | 0.002 | −0.7 | −1.89 | 0.143 |
medium | −0.12 | −1.33 | 0.733 | 0.25 | −1.1 | 0.369 | −0.55 | −2.46 | 0.38 | |
high | −0.7 | −2.42 | 0.26 | −0.07 | −2.26 | 0.9 | −1.14 | −4.01 | 0.264 | |
Number of influenza vaccines | −0.18 | −0.18 | <0.001 | −0.14 | −0.15 | <0.001 | −0.23 | −0.32 | 0.004 | |
Pneumococcal vaccine (received) | 0.84 | 0.28–1.39 | 0.001 | 0.003 | −0.98 | 0.303 | 1.3 | 0.35–2.24 | 0.007 | |
Constant | 3.1 | 1.98–4.2 | 0 | 1.47 | 0.57–2.37 | 0.001 | 3.82 | 1.86–5.79 | 0 | |
Number of observations | Total model | Women model | Men model | |||||||
1101 | 541 | 560 | ||||||||
F | 5.14 | 5.79 | 3.13 | |||||||
Prob > F | 0 | 0 | 0.001 | |||||||
R-squared | 0.05 | 0.1 | 0.049 |
Total Model | Women Model | Men Model | ||||||||
---|---|---|---|---|---|---|---|---|---|---|
rc | 95%CI | p Value | rc | 95%CI | p Value | rc | 95%CI | p Value | ||
Sex (women) | 3.99 | 2.95–5.04 | <0.001 | |||||||
Age | −0.1 | −0.06 | <0.001 | −0.14 | −0.13 | <0.001 | −0.07 | −0.07 | <0.001 | |
Deprivation index | Quartile 2 | 2.05 | 0.49–3.62 | 0.01 | 2.85 | −5.69 | 0.036 | 1.35 | −3.52 | 0.133 |
Quartile 3 | 1.46 | −2.911 | 0.05 | 1.67 | −4.98 | 0.188 | 1.3 | −3.27 | 0.118 | |
Quartile 4 | 2.1 | 0.58–3.63 | 0.007 | 2.8 | 0.21–5.39 | 0.034 | 1.53 | −3.43 | 0.08 | |
Risk level | Low | 2.82 | 1.61–4.04 | <0.001 | 3.91 | 0.93–4.90 | 0.004 | 2.79 | 1.37–4.21 | <0.001 |
Medium | 7.03 | 5.46–8.60 | <0.001 | 8.17 | 5.62–10.72 | <0.001 | 5.56 | 3.72–7.39 | <0.001 | |
High | 5.9 | 3.06–8.74 | <0.001 | 5.37 | 0.14–10.59 | 0.044 | 5.91 | 2.91–8.92 | <0.001 | |
Number of influenza vaccines | −0.46 | −0.41 | <0.001 | −0.49 | −0.69 | 0.005 | −0.44 | −0.48 | <0.001 | |
Pneumococcal vaccine (received) | 1.5 | 0.5–3.12 | 0.007 | 0.72 | −4.57 | 0.535 | 2.49 | 1.06–3.92 | 0.001 | |
Admission (admitted) | 2.87 | 1.77–3.96 | <0.001 | 3.54 | 1.70–5.37 | <0.001 | 2.04 | 0.79–3.30 | 0.001 | |
Constant | 13.18 | 10.54–15.83 | <0.001 | 18.38 | 3.90–22.86 | <0.001 | 14.28 | 9.30–15.26 | <0.001 | |
Number of observations | Total | Women model | Men model | |||||||
1101 | 541 | 560 | ||||||||
F | 23.04 | 9.24 | 12.75 | |||||||
Prob > F | 0 | 0 | 0 | |||||||
R-squared | 0.2026 | 0.1612 | 0.1884 |
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Hernáez, L.; Zoni, A.C.; Domínguez-Berjón, M.-F.; Esteban-Vasallo, M.D.; Domínguez-González, C.; Serrano, P.; on behalf of the DM1-CM Working Group. Prevalence of Steinert’s Myotonic Dystrophy and Utilization of Healthcare Services: A Population-Based Cross-Sectional Study. Healthcare 2024, 12, 838. https://doi.org/10.3390/healthcare12080838
Hernáez L, Zoni AC, Domínguez-Berjón M-F, Esteban-Vasallo MD, Domínguez-González C, Serrano P, on behalf of the DM1-CM Working Group. Prevalence of Steinert’s Myotonic Dystrophy and Utilization of Healthcare Services: A Population-Based Cross-Sectional Study. Healthcare. 2024; 12(8):838. https://doi.org/10.3390/healthcare12080838
Chicago/Turabian StyleHernáez, Leticia, Ana Clara Zoni, María-Felicitas Domínguez-Berjón, María D. Esteban-Vasallo, Cristina Domínguez-González, Pilar Serrano, and on behalf of the DM1-CM Working Group. 2024. "Prevalence of Steinert’s Myotonic Dystrophy and Utilization of Healthcare Services: A Population-Based Cross-Sectional Study" Healthcare 12, no. 8: 838. https://doi.org/10.3390/healthcare12080838
APA StyleHernáez, L., Zoni, A. C., Domínguez-Berjón, M.-F., Esteban-Vasallo, M. D., Domínguez-González, C., Serrano, P., & on behalf of the DM1-CM Working Group. (2024). Prevalence of Steinert’s Myotonic Dystrophy and Utilization of Healthcare Services: A Population-Based Cross-Sectional Study. Healthcare, 12(8), 838. https://doi.org/10.3390/healthcare12080838