| Literature DB >> 35743718 |
Pin-Yao Lin1,2, Hua Ting1,3,4, Yen-Ting Lu1,5,6, Jing-Yang Huang1,7, Tsung-Hsien Lee1,8, Maw-Sheng Lee1,2,8, James Cheng-Chung Wei1,9,10.
Abstract
Obstructive sleep apnea (OSA) yields intermittent hypoxia, hypercapnia, and sleep fragmentation. OSA is associated with chronic medical conditions such as cardiovascular diseases, metabolic syndrome, and neurocognitive dysfunction. However, the risk of infertility in OSA remains unclear due to limited data and lack of long-term population-based studies. The study aims to assess the risk of infertility in obstructive sleep apnea (OSA) by means of a population-based cohort study. The data was utilized from the Taiwan National Health Insurance Research Database (NHIRD) to conduct a population-based cohort study (1997-2013). Compared with the Non-OSA group, the male with OSA and surgery group has the OR (odds ratio) of infertility of 2.70 (95% CI, 1.46-4.98, p = 0.0015), but no significance exists in females with OSA. When the data was stratified according to age and gender, some associations in the specific subgroups were significant. Respectively, males aged 20-35 years old and aged 35-50 years old with a history of OSA and surgery both had a positive association with infertility. (aOR: 3.19; 95% CI, 1.18-8.66, p = 0.0227; aOR: 2.57; 95% CI, 1.18-5.62 p = 0.0176). Male patients with OSA suffer from reduced fertility, but no significant difference was noted in females with OSA. The identification of OSA as a risk factor for male infertility will aid clinicians to optimize long-term medical care. Furthermore, more studies will be encouraged to clarify the effect of OSA on female fertility.Entities:
Keywords: National Health Insurance Research Database (NHIRD); hypoxia; obstructive sleep apnea (OSA); sleep apnea
Year: 2022 PMID: 35743718 PMCID: PMC9224853 DOI: 10.3390/jpm12060933
Source DB: PubMed Journal: J Pers Med ISSN: 2075-4426
Figure 1Study Design. Abbreviations: LHID = Longitudinal Health Insurance Database; OPD = outpatient department; M = male; F = female; PSM = propensity score matching.
Baseline characteristics among age- and sex-matched population.
| Female | ASD | Male | ASD | |||
|---|---|---|---|---|---|---|
| Control | Infertility | Control | Infertility | |||
| Study group | 0.00 | 0.14 | ||||
| Non-OSA | 44,169 (99.32%) | 11,029 (99.20%) | 6428 (99.01%) | 1598 (98.46%) | ||
| OSA without surgery | 264 (0.59%) | 77 (0.69%) | 37 (0.57%) | 7 (0.43%) | ||
| OSA with surgery | 39 (0.09%) | 12 (0.11%) | 27 (0.42%) | 18 (1.11%) | ||
| Age at index date | 0.00 | 0.00 | ||||
| 20 to <25 | 4200 (9.44%) | 1050 (9.44%) | 84 (1.29%) | 21 (1.29%) | ||
| 25 to <30 | 13,140 (29.55%) | 3285 (29.55%) | 760 (11.71%) | 190 (11.71%) | ||
| 30 to <35 | 17,000 (38.23%) | 4250 (38.23%) | 2632 (40.54%) | 658 (40.54%) | ||
| 35 to <40 | 7244 (16.29%) | 1811 (16.29%) | 1928 (29.70%) | 482 (29.70%) | ||
| 40 to <45 | 2264 (5.09%) | 566 (5.09%) | 764 (11.77%) | 191 (11.77%) | ||
| 45 to 55 | 624 (1.40%) | 156 (1.40%) | 324 (4.99%) | 81 (4.99%) | ||
| Urbanization | 0.07 | 0.04 | ||||
| Urban | 28,490 (64.06%) | 7220 (64.94%) | 4002 (61.65%) | 1029 (63.40%) | ||
| Sub-urban | 12,560 (28.24%) | 3057 (27.50%) | 1951 (30.05%) | 482 (29.7%) | ||
| Rural | 3422 (7.69%) | 841 (7.56%) | 539 (8.30%) | 112 (6.90%) | ||
| Low income | 160 (0.36%) | 45 (0.40%) | 0.01 | 29 (0.45%) | 3 (0.18%) | 0.05 |
| Length of hospital stays | 0.24 | 0.12 | ||||
| 0 day | 36,945 (83.07%) | 9494 (85.39%) | 5947 (91.61%) | 1481 (91.25%) | ||
| 1–6 days | 6041 (13.58%) | 1352 (12.16%) | 350 (5.39%) | 95 (5.85%) | ||
| ≥7 days | 1486 (3.34%) | 272 (2.45%) | 195 (3.00%) | 47 (2.90%) | ||
| Co-morbidity | ||||||
| Overweight and obesity | 222 (0.50%) | 71 (0.64%) | 0.02 | 21 (0.32%) | 6 (0.37%) | 0.01 |
| Diabetes mellitus | 825 (1.86%) | 173 (1.56%) | 0.02 | 158 (2.43%) | 55 (3.39%) | 0.06 |
| Hyperlipidemia | 394 (0.89%) | 114 (1.03%) | 0.01 | 150 (2.31%) | 59 (3.64%) | 0.08 |
| Asthma | 1288 (2.90%) | 306 (2.75%) | 0.01 | 131 (2.02%) | 36 (2.22%) | 0.01 |
| COPD | 1848 (4.16%) | 530 (4.77%) | 0.03 | 239 (3.68%) | 95 (5.85%) | 0.10 |
| Chronic liver diseases | 410 (0.92%) | 143 (1.29%) | 0.03 | 92 (1.42%) | 45 (2.77%) | 0.09 |
| Chronic kidney diseases | 2534 (5.70%) | 859 (7.73%) | 0.08 | 665 (10.24%) | 267 (16.45%) | 0.18 |
| Major psychiatric disorders | 718 (1.61%) | 257 (2.31%) | 0.05 | 120 (1.85%) | 49 (3.02%) | 0.08 |
| Minor psychiatric disorders | 3351 (7.54%) | 1105 (9.94%) | 0.09 | 474 (7.30%) | 163 (10.04%) | 0.10 |
| Pregnancy between 1997 and index date | 1.32 | |||||
| Never pregnant | 29,684 (66.75%) | 9182 (82.59%) | ||||
| 1 time | 8961 (20.15%) | 1587 (14.27%) | ||||
| 2 times | 4820 (10.84%) | 304 (2.73%) | ||||
| 3 times | 862 (1.94%) | 37 (0.33%) | ||||
| >3 times | 145 (0.33%) | 8 (0.07%) | ||||
Note: Values are n (%); OSA = obstructive sleep apnea; COPD = chronic obstructive pulmonary disease; ASD = absolute standardized difference was used to evaluate the balance of the baseline characteristics in the age- and sex-matched and propensity score-matched populations.
Conditional logistic regression for estimation of odds ratio of Infertility in age- and sex-matched groups.
| Variable | Female | Male | ||
|---|---|---|---|---|
| aOR (95% C.I.) | aOR (95% C.I.) | |||
| Study group | ||||
| Non-OSA | Reference | Reference | ||
| OSA without surgery | 1.15 (0.89–1.49) | 0.2881 | 0.72 (0.32–1.64) | 0.4360 |
| OSA with surgery | 1.17 (0.61–2.24) | 0.6388 | 2.70 (1.46–4.98) | 0.0015 * |
| Urbanization | ||||
| Urban | Reference | Reference | ||
| Sub-urban | 0.96 (0.91–1.00) | 0.0739 | 0.97 (0.86–1.09) | 0.6001 |
| Rural | 0.97 (0.89–1.05) | 0.4313 | 0.81 (0.65–1.01) | 0.0570 |
| Low income | 1.13 (0.81–1.57) | 0.4886 | 0.36 (0.11–1.23) | 0.1033 |
| Length of hospital stays | ||||
| 0 day | Reference | Reference | ||
| 1–6 days | 0.87 (0.81–0.92) | <0.0001 | 0.99 (0.78–1.26) | 0.9268 |
| ≥7 days | 0.68 (0.59–0.77) | <0.0001 | 0.80 (0.57–1.12) | 0.1894 |
| Co-morbidity | ||||
| Overweight and obesity | 1.23 (0.94–1.61) | 0.1372 | 0.94 (0.37–2.38) | 0.8994 |
| Hyperlipidemia | 1.06 (0.85–1.32) | 0.6013 | 1.18 (0.85–1.64) | 0.3280 |
| Asthma | 0.91 (0.80–1.03) | 0.1481 | 0.96 (0.65–1.41) | 0.8271 |
| COPD | 1.12 (1.02–1.24) | 0.0226 | 1.48 (1.16–1.91) | 0.0021 |
| Chronic liver diseases | 1.36 (1.12–1.65) | 0.0021 | 1.73 (1.19–2.52) | 0.0043 |
| Chronic kidney diseases | 1.34 (1.24–1.46) | <0.0001 | 1.58 (1.34–1.86) | <0.0001 |
| Major psychiatric disorders | 1.28 (1.11–1.49) | 0.0011 | 1.40 (0.98–2.00) | 0.0673 |
| Minor psychiatric disorders | 1.29 (1.19–1.38) | <0.0001 | 1.21 (0.99–1.47) | 0.0625 |
Note: Data presented as aOR (95% C.I.). p < 0.05 was considered statistically significant and statistically significant values are marked with *. OSA = obstructive sleep apnea; COPD = chronic obstructive pulmonary disease; C.I. = confidence interval; aOR = adjusted odds ratio adjusted for urbanization, low income, length of hospital stays, and co-morbidity at index date.
Conditional logistic regression for estimation of odds ratio for infertility in propensity-score-matched groups.
| Variable | Female | Male | ||
|---|---|---|---|---|
| aOR (95% C.I.) | aOR (95% C.I.) | |||
| Study group | ||||
| Non-OSA | Reference | Reference | ||
| OSA without surgery | 1.23 (0.92–1.63) | 0.1622 | 0.66 (0.26–1.68) | 0.3797 |
| OSA with surgery | 0.83 (0.42–1.62) | 0.5814 | 2.57 (1.28–5.17) | 0.0080 * |
Note: Data presented as aOR (95% C.I.). p < 0.05 was considered statistically significant and statistically significant values are marked with *. OSA = obstructive sleep apnea; C.I. = confidence interval; aOR = adjusted odds ratio adjusted for urbanization, low income, length of hospital stays, and co-morbidity at index date.
Subgroup analysis for the odds ratio (95% C.I.) stratified by age groups (age- and sex-matched population).
| Variable | Female | Male | ||
|---|---|---|---|---|
| aOR (95% C.I.) | aOR (95% C.I.) | |||
| 20 to 35 | ||||
| Study group | ||||
| Non-OSA | Reference | Reference | ||
| OSA without surgery | 1.09 (0.78–1.52) | 0.6116 | 0.48 (0.11–2.11) | 0.3332 |
| OSA with surgery | 0.96 (0.41–2.20) | 0.9146 | 3.19 (1.18–8.66) | 0.0227 * |
| 35 to 55 | ||||
| Study group | ||||
| Non-OSA | Reference | Reference | ||
| OSA without surgery | 1.27 (0.84–1.92) | 0.2635 | 0.89 (0.32–2.49) | 0.8300 |
| OSA with surgery | 1.57 (0.54–4.52) | 0.4071 | 2.57 (1.18–5.62) | 0.0176 * |
Note: Data presented as aOR (95% C.I.). p < 0.05 was considered statistically significant and statistically significant values are marked with *. OSA = obstructive sleep apnea; C.I. = confidence interval; aOR = adjusted odds ratio adjusted for urbanization, low income, length of hospital stays, and co-morbidity at index date.