| Literature DB >> 26177206 |
Chia-Min Chen1, Ming-Ju Tsai2, Po-Ju Wei1, Yu-Chung Su3, Chih-Jen Yang4, Meng-Ni Wu5, Chung-Yao Hsu6, Shang-Jyh Hwang7, Inn-Wen Chong8, Ming-Shyan Huang9.
Abstract
Increased incidence of erectile dysfunction (ED) has been reported among patients with sleep apnea (SA). However, this association has not been confirmed in a large-scale study. We therefore performed a population-based cohort study using Taiwan National Health Insurance (NHI) database to investigate the association of SA and ED. From the database of one million representative subjects randomly sampled from individuals enrolled in the NHI system in 2010, we identified adult patients having SA and excluded those having a diagnosis of ED prior to SA. From these suspected SA patients, those having SA diagnosis after polysomnography were defined as probable SA patients. The dates of their first SA diagnosis were defined as their index dates. Each SA patient was matched to 30 randomly-selected, age-matched control subjects without any SA diagnosis. The control subjects were assigned index dates as their corresponding SA patients, and were ensured having no ED diagnosis prior to their index dates. Totally, 4,835 male patients with suspected SA (including 1,946 probable SA patients) were matched to 145,050 control subjects (including 58,380 subjects matched to probable SA patients). The incidence rate of ED was significantly higher in probable SA patients as compared with the corresponding control subjects (5.7 vs. 2.3 per 1000 patient-year; adjusted incidence rate ratio = 2.0 [95% CI: 1.8-2.2], p<0.0001). The cumulative incidence was also significantly higher in the probable SA patients (p<0.0001). In multivariable Cox regression analysis, probable SA remained a significant risk factor for the development of ED after adjusting for age, residency, income level and comorbidities (hazard ratio = 2.0 [95%CI: 1.5-2.7], p<0.0001). In line with previous studies, this population-based large-scale study confirmed an increased ED incidence in SA patients in Chinese population. Physicians need to pay attention to the possible underlying SA while treating ED patients.Entities:
Mesh:
Year: 2015 PMID: 26177206 PMCID: PMC4503619 DOI: 10.1371/journal.pone.0132510
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Algorithm for identifying the study population.
(Abbreviations: SA = sleep apnea; ED = erectile dysfunction; PSG = polysomnography).
Baseline characteristics of the study population.
| Study arm A | Study arm B | |||||
|---|---|---|---|---|---|---|
| Control A | Suspected SA |
| Control B | Probable SA |
| |
| N | 145050 (100%) | 4835 (100%) | 58380 (100%) | 1946 (100%) | ||
| Age (year), mean ± SD | 45.6 ± 14.2 | 45.6 ± 14.2 | 46.4 ± 13.1 | 46.4 ± 13.1 | ||
| Age (year), n (%) | ||||||
| ≤ 40 | 56940 (39%) | 1898 (39%) | 20400 (35%) | 680 (35%) | ||
| 40 < age ≤ 50 | 38760 (27%) | 1292 (27%) | 16920 (29%) | 564 (29%) | ||
| > 50 | 49350 (34%) | 1645 (34%) | 21060 (36%) | 702 (36%) | ||
| Residency | ||||||
| Northern Taiwan | 48356 (33%) | 1809 (37%) | <0.0001 | 19133 (33%) | 800 (41%) | <0.0001 |
| Other areas | 96694 (67%) | 3026 (63%) | 39247 (67%) | 1146 (59%) | ||
| Monthly income (NT$), median(IQR) | 21000 (1249–40100) | 25200 (1249–45800) | <0.0001 | 21000 (1249–42000) | 30300 (17280–50600) | <0.0001 |
| Monthly income (NT$), n (%) | ||||||
| ≤ 24000 | 86823 (60%) | 2401 (50%) | <0.0001 | 33925 (58%) | 850 (44%) | <0.0001 |
| > 24000 | 58227 (40%) | 2434 (50%) | 24455 (42%) | 1096 (56%) | ||
| Wash-out period (day), median (IQR) | 11.2 (8.6–13.1) | 11.3 (8.7–13.1) | 0.0269 | 11.4 (8.9–13.1) | 11.4 (9.1–13.1) | 0.0561 |
| Follow-up period (day), median (IQR) | 4.3 (2.5–6.7) | 4.3 (2.5–6.7) | 0.6427 | 4.2 (2.5–6.4) | 4.1 (2.5–6.4) | 0.5845 |
| CCI score, mean ± SD | 0.7 ± 1.3 | 1.2 ± 1.7 | <0.0001 | 0.7 ± 1.3 | 1.3 ± 1.6 | <0.0001 |
| CCI score, n (%) | ||||||
| = 0 | 93086 (64%) | 2113 (44%) | <0.0001 | 36910 (63%) | 766 (39%) | <0.0001 |
| = 1 | 28002 (19%) | 1240 (26%) | 11579 (20%) | 535 (27%) | ||
| ≥ 2 | 23962 (17%) | 1482 (31%) | 9891 (17%) | 645 (33%) | ||
| Underlying diseases, n (%) | ||||||
| Heart disease | 2740 (2%) | 200 (4%) | <0.0001 | 1051 (2%) | 87 (4%) | <0.0001 |
| Myocardial infarction | 1075 (1%) | 63 (1%) | <0.0001 | 431 (1%) | 25 (1%) | 0.0062 |
| Congestive heart failure | 1934 (1%) | 156 (3%) | <0.0001 | 735 (1%) | 68 (3%) | <0.0001 |
| Peripheral vascular disease | 1024 (1%) | 42 (1%) | 0.1854 | 425 (1%) | 18 (1%) | 0.3167 |
| Major neurological disorder | 6955 (5%) | 432 (9%) | <0.0001 | 2769 (5%) | 185 (10%) | <0.0001 |
| Cerebral Vascular disease | 6598 (5%) | 409 (8%) | <0.0001 | 2608 (4%) | 176 (9%) | <0.0001 |
| Dementia | 624 (0%) | 48 (1%) | <0.0001 | 217 (0%) | 16 (1%) | 0.0016 |
| Hemiplegia | 913 (1%) | 40 (1%) | 0.0886 | 397 (1%) | 16 (1%) | 0.4543 |
| Chronic pulmonary disease | 18230 (13%) | 1266 (26%) | <0.0001 | 7363 (13%) | 570 (29%) | <0.0001 |
| Connective tissue disease | 1034 (1%) | 54 (1%) | 0.0011 | 437 (1%) | 22 (1%) | 0.0564 |
| Peptic ulcer disease | 22658 (16%) | 1219 (25%) | <0.0001 | 9345 (16%) | 502 (26%) | <0.0001 |
| Liver disease | 16850 (12%) | 1081 (22%) | <0.0001 | 7076 (12%) | 483 (25%) | <0.0001 |
| Diabetes mellitus | 10496 (7%) | 487 (10%) | <0.0001 | 4390 (8%) | 212 (11%) | <0.0001 |
| Renal disease | 3020 (2%) | 184 (4%) | <0.0001 | 1239 (2%) | 71 (4%) | <0.0001 |
| Cancer | 3344 (2%) | 199 (4%) | <0.0001 | 1330 (2%) | 77 (4%) | <0.0001 |
| Others (non-CCI items) | ||||||
| Hypertension | 26545 (18%) | 1629 (34%) | <0.0001 | 11011 (19%) | 763 (39%) | <0.0001 |
Abbreviation: SA = sleep apnea; CCI = Charlson Comorbidity Index.
Incidence rate of erectile dysfunction after the index date in each group.
| Study arm A | Study arm B | |||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Control A | Suspected SA | Crude IRR [95% CI] | Adjusted IRR [95% CI] | Control B | Probable SA | Crude IRR [95% CI] | Adjusted IRR [95% CI] | |||||||||||||
| N | ED | PY | IR | N | ED | PY | IR | N | ED | PY | IR | N | ED | PY | IR | |||||
|
| 145050 | 1614 | 705703.1 | 2.3 | 4835 | 103 | 23430.0 | 4.4 | 1.9 [1.8–2.1] | 1.7 [1.6–1.8] | 58380 | 643 | 277701.5 | 2.3 | 1946 | 52 | 9188.7 | 5.7 | 2.4 [2.2–2.7] | 2.0 [1.8–2.2] |
|
| ||||||||||||||||||||
| | ||||||||||||||||||||
| | 95700 | 670 | 476028.0 | 1.4 | 3190 | 55 | 15787.5 | 3.5 | 2.5 [2.3–2.7] | 1.9 [1.8–2.1] | 37320 | 260 | 181850.4 | 1.4 | 1244 | 29 | 6003.0 | 4.8 | 3.4 [3.0–3.8] | 2.5 [2.2–2.8] |
| | 49350 | 944 | 229675.1 | 4.1 | 1645 | 48 | 7642.4 | 6.3 | 1.5 [1.3–1.7] | 1.4 [1.2–1.6] | 21060 | 383 | 95851.1 | 4.0 | 702 | 23 | 3185.7 | 7.2 | 1.8 [1.5–2.2] | 1.6 [1.3–1.9] |
| | ||||||||||||||||||||
| | 48356 | 675 | 251968 | 2.7 | 1809 | 49 | 9624.7 | 5.1 | 1.9 [1.7–2.1] | 1.7 [1.5–1.9] | 19133 | 263 | 97702.3 | 2.7 | 800 | 27 | 4304.1 | 6.3 | 2.3 [2.0–2.7] | 2.0 [1.7–2.4] |
| | 96694 | 939 | 453735.1 | 2.1 | 3026 | 54 | 13805.3 | 3.9 | 1.9 [1.7–2.1] | 1.6 [1.5–1.8] | 39247 | 380 | 179999.2 | 2.1 | 1146 | 25 | 4884.5 | 5.1 | 2.4 [2.1–2.8] | 2.0 [1.7–2.3] |
| | ||||||||||||||||||||
| | 86823 | 882 | 420118.2 | 2.1 | 2401 | 42 | 11524.7 | 3.6 | 1.7 [1.6–1.9] | 1.5 [1.4–1.7] | 33925 | 351 | 160024.6 | 2.2 | 850 | 18 | 3921.4 | 4.6 | 2.1 [1.8–2.5] | 1.7 [1.5–2.0] |
| | 58227 | 732 | 285584.9 | 2.6 | 2434 | 61 | 11905.2 | 5.1 | 2.0 [1.8–2.2] | 1.7 [1.6–1.9] | 24455 | 292 | 117676.9 | 2.5 | 1096 | 34 | 5267.2 | 6.5 | 2.6 [2.3–3.0] | 2.2 [1.9–2.5] |
| | ||||||||||||||||||||
| | 93086 | 795 | 477442.7 | 1.7 | 2113 | 51 | 11079.9 | 4.6 | 2.8 [2.5–3.0] | 2.8 [2.6–3.1] | 36910 | 281 | 185073.5 | 1.5 | 766 | 22 | 3955.5 | 5.6 | 3.7 [3.2–4.2] | 3.6 [3.1–4.1] |
| | 51964 | 819 | 228260.4 | 3.6 | 2722 | 52 | 12350.0 | 4.2 | 1.2 [1.0–1.3] | 1.1 [1.0–1.3] | 21470 | 362 | 92628.0 | 3.9 | 1180 | 30 | 5233.2 | 5.7 | 1.5 [1.3–1.7] | 1.4 [1.2–1.7] |
The adjusted IRRs were calculated by multivariable analyses adjusting for age, residency, income and the presence of various comorbidities (except for the variable used for stratification).
*p<0.05
**p<0.01
***p<0.0001
Abbreviation: SA = sleep apnea; CCI = Charlson Comorbidity Index
N = number of patients; ED = number of patients with erectile dysfunction; PY = total patient-years
IR = incident rate, as expressed as ED incidence per 1000 patient-years; IRR = incidence rate ratio; CI = confidence interval.
Fig 2The cumulative incidences of erectile dysfunction (ED).
The blue dashed lines and red continuous lines show the cumulative incidence of ED for the control cohort and the sleep apnea (SA) cohort, respectively. (A, C, E) study arm A (suspected SA vs. control A); (B, D, F) study arm B (probable SA vs. control B); (A, B) whole study population; (C, D) subjects ≤ 50 years old; (E, F) subjects >50 years old.
Multivariable Cox regression analysis of the factors contributing to erectile dysfunction – maximal models.
| Study arm A (Suspected SA vs. Control A) | Study arm B (Probable SA vs. Control B) | |||
|---|---|---|---|---|
| HR [95% CI] |
| HR [95% CI] |
| |
|
| 1.7 [1.4–2.1] | <0.0001 | 2.0 [1.5–2.7] | <0.0001 |
|
| 2.7 [2.5–3.0] | <0.0001 | 2.3 [2.0–2.8] | <0.0001 |
|
| 1.4 [1.3–1.6] | <0.0001 | 1.4 [1.2–1.6] | <0.0001 |
|
| 1.4 [1.3–1.6] | <0.0001 | 1.3 [1.1–1.5] | 0.0004 |
|
| ||||
| | 0.7 [0.5–1.0] | 0.0625 | 0.9 [0.6–1.4] | 0.7094 |
| | 0.5 [0.3–1.1] | 0.0700 | 0.4 [0.1–1.3] | 0.1164 |
| | 1.1 [0.9–1.3] | 0.5071 | 1.3 [1.0–1.7] | 0.0779 |
| | 1.1 [1.0–1.3] | 0.0895 | 1.1 [0.9–1.3] | 0.4791 |
| | 0.8 [0.4–1.3] | 0.3522 | 0.7 [0.3–1.8] | 0.4883 |
| | 1.0 [0.9–1.2] | 0.8412 | 1.2 [1.0–1.4] | 0.1063 |
| | 1.5 [1.3–1.7] | <0.0001 | 1.4 [1.1–1.7] | 0.0015 |
| | 1.6 [1.4–1.8] | <0.0001 | 1.9 [1.6–2.4] | <0.0001 |
| | 1.0 [0.7–1.3] | 0.8166 | 1.0 [0.7–1.6] | 0.8486 |
| | 1.1 [0.8–1.4] | 0.5013 | 1.5 [1.1–2.2] | 0.0210 |
*Abbreviations: SA = sleep apnea; CCI = Charlson Comorbidity Index; HR = hazard ratio; CI = confidence interval.
Sensitivity analyses showed consistent results (Table D in S1 File).
Fig 3Stratified analyses of the multivariable Cox proportional hazards regression analyses.
The results are presented with adjusted HRs (95% CI) of sleep apnea, which are adjusted for age, residency, income and the presence of various comorbidities (except for the variable used for stratification). *Abbreviations: SA = sleep apnea; CCI = Charlson Comorbidity Index; HR = hazard ratio; CI = confidence interval. †: Due to small sample size, hazard ratio cannot be estimated.