| Literature DB >> 34735521 |
Ki-Il Lee1,2, Seung Min In1, Jong-Yeup Kim1,3, Jee-Young Hong3, Kyung-Do Han4, Jung-Soo Kim5, Yong Gi Jung6.
Abstract
BACKGROUND & AIMS: Nasal obstruction caused by nasal septal deviation is very bothersome and, therefore, can affect the patient's emotional state. However, little is known about the effect of nasal septal deviation (NSD) on the neuropsychiatric aspects of patients. Therefore, this study aims to verify the higher incidence of anxiety, depression, and migraine in patients diagnosed with NSD compared to general populations using big data.Entities:
Mesh:
Year: 2021 PMID: 34735521 PMCID: PMC8568183 DOI: 10.1371/journal.pone.0259468
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Working definition derived from the NHIS claim database.
| Disease | Working definition |
|---|---|
| Nasal septal deviation | At least one claim under ICD-10 codes J34.2 + nasal endoscopy (E7530, E7540, E7550 or E7560) |
| Anxiety | At least one claim under ICD-10 codes F41 |
| Depression | At least one claim under ICD-10 F32 or F33 |
| Migraine | At least one claim under ICD-10 G43 or G44 |
| Diabetes | At least one claim under ICD-10 E11-14 + ≥ 2 out-patient visits or ≥ 1 admission within 1 year |
| Hypertension | At least one claim under ICD-10 I10-13 or I15 + ≥ 2 out-patient visits or ≥ 1 admission within 1 year |
| Dyslipidemia | E78 + ≥ 2 out-patient visits or ≥ 1 admission within 1 year |
| Rhinitis | J30 + ≥ 3 out-patient visits within 1 year |
| Chronic rhinosinusitis | J32 + ≥ 1 out-patient visit within 3 months + nasal endoscopy (E7530, E7540, E7550 or E7560) |
Abbreviation: ICD-10, International Classification of Diseases, 10th edition.
Fig 1A schematic flow diagram of the subject selection in the present study.
Of 135,769 patients diagnosed with NSD in 2009, 88,826 patients were selected. Participants with previous NSD and rhinologic surgery were excluded. NSD participants were matched with a control group who had not been diagnosed with NSD. Participants under 20 years of age or over 80 years of age and previous psychoneurological disorders were also excluded. Finally, 48,495 participants with NSD and 54,475 control participants were included.
Demographic characteristics of patients with NSD and the control group.
| Variables | Control | NSD | |
|---|---|---|---|
| (n = 54475) | (n = 48495) | ||
| Male | 36000 (66.1%) | 32135 (66.3%) | 0.54 |
| Mean age (year) | 38.26 ± 12.82 | 37.65 ± 12.54 | < 0.001 |
| Age ≥ 40 years | 21602 (39.7%) | 18139 (37.4%) | < 0.001 |
| Income lowest quintile | 9282 (17.0%) | 6704 (13.8%) | < 0.001 |
| Urban residency | 33811 (48.7%) | 33120 (45.7%) | < 0.001 |
| Diabetes | 1915 (3.5%) | 1732 (3.6%) | 0.63 |
| Hypertension | 3846 (7.1%) | 3823 (7.9%) | < 0.001 |
| Dyslipidemia | 2110 (3.9%) | 2478 (5.1%) | < 0.001 |
| Rhinitis | 3936 (7.2%) | 14112 (29.1%) | < 0.001 |
| CRS | 761 (1.4%) | 18101 (37.3%) | < 0.001 |
Data are expressed as counts (percentages) for categorical variables and mean ± standard deviations for continuous variables.
P values were determined using the Student t-test for continuous variables and Pearson’s χ2 test for categorical variables.
Abbreviation: NSD, nasal septal deviation; CRS, chronic rhinosinusitis.
Fig 2Kaplan–Meier curves of the incidence of anxiety, depression, and migraine in patients with NSD.
Anxiety, depression, and migraine occur more frequently in the NSD group compared to the control group.
Crude and adjusted hazard ratios of NSD for anxiety, depression, and migraine.
| Variables | Groups | N | Events | Duration | Rate | Model 1 | Model 2 | Model 3 | Mode 4 |
|---|---|---|---|---|---|---|---|---|---|
| Anxiety | Control | 54475 | 9855 | 464409.98 | 21.221 | 1 | 1 | 1 | 1 |
| (Reference) | (Reference) | (Reference) | (Reference) | ||||||
| NSD | 48495 | 11011 | 402477.33 | 27.358 | 1.289 | 1.319 | 1.316 | 1.236 | |
| (1.255–1.325) | (1.284–1.355) | (1.281–1.353) | (1.198–1.276) | ||||||
| Depression | Control | 54475 | 5738 | 485587.45 | 11.817 | 1 | 1 | 1 | 1 |
| (Reference) | (Reference) | (Reference) | (Reference) | ||||||
| NSD | 48495 | 6721 | 426085.57 | 15.774 | 1.336 | 1.366 | 1.367 | 1.289 | |
| (1.290–1.384) | (1.319–1.415) | (1.319–1.416) | (1.238–1.343) | ||||||
| Migraine | Control | 54475 | 10303 | 459677.95 | 22.414 | 1 | 1 | 1 | 1 |
| (Reference) | (Reference) | (Reference) | (Reference) | ||||||
| NSD | 48495 | 11893 | 396331.41 | 30.008 | 1.338 | 1.345 | 1.345 | 1.251 | |
| (1.303–1.374) | (1.310–1.381) | (1.310–1.381) | (1.214–1.290) |
Data are expressed as the hazard ratio (95% confidence interval). Model 1 was non-adjusted; Model 2 was adjusted by age and sex; Model 3 was adjusted by age, sex, income level, diabetes, hypertension, and dyslipidemia; and Model 4: adjusted by age, sex, income level, diabetes, hypertension, dyslipidemia, rhinitis, and chronic rhinosinusitis.
Abbreviation: NSD, nasal septal deviation.
Hazard ratios (95% CI) of various covariates on the incidence of anxiety, depression, and migraine in patients with NSD.
| Variables | Anxiety | Depression | Migraine | ||||
|---|---|---|---|---|---|---|---|
| Control | NSD | Control | NSD | Control | NSD | ||
| Sex | Male | 1 (Reference) | 1.312 (1.260–1.367) | 1 (Reference) | 1.304 (1.237–1.374) | 1 (Reference) | 1.346 (1.293–1.401) |
| Female | 1 (Reference) | 1.133 (1.078–1.191) | 1 (Reference) | 1.270 (1.191–1.354) | 1 (Reference) | 1.132 (1.080–1.186) | |
| Age | < 40 | 1 (Reference) | 1.255 (1.200–1.312) | 1 (Reference) | 1.341 (1.264–1.422) | 1 (Reference) | 1.268 (1.219–1.318) |
| ≥ 40 | 1 (Reference) | 1.217 (1.164–1.272) | 1 (Reference) | 1.243 (1.175–1.316) | 1 (Reference) | 1.225 (1.168–1.286) | |
| Diabetes | No | 1 (Reference) | 1.238 (1.199–1.279) | 1 (Reference) | 1.287 (1.234–1.343) | 1 (Reference) | 1.252 (1.214–1.291) |
| Yes | 1 (Reference) | 1.182 (1.036–1.348) | 1 (Reference) | 1.283 (1.098–1.500) | 1 (Reference) | 1.209 (1.030–1.418) | |
| Hypertension | No | 1 (Reference) | 1.247 (1.207–1.288) | 1 (Reference) | 1.291 (1.237–1.347) | 1 (Reference) | 1.253 (1.215–1.293) |
| Yes | 1 (Reference) | 1.088 (0.968–1.223) | 1 (Reference) | 1.217 (1.053–1.407) | 1 (Reference) | 1.171 (1.026–1.338) | |
| Dyslipidemia | No | 1 (Reference) | 1.236 (1.196–1.279) | 1 (Reference) | 1.278 (1.223–1.335) | 1 (Reference) | 1.257 (1.217–1.297) |
| Yes | 1 (Reference) | 1.220 (1.116–1.334) | 1 (Reference) | 1.345 (1.203–1.503) | 1 (Reference) | 1.180 (1.061–1.313) | |
| Rhinitis | No | 1 (Reference) | 1.267 (1.223–1.313) | 1 (Reference) | 1.308 (1.249–1.368) | 1 (Reference) | 1.291 (1.248–1.336) |
| Yes | 1 (Reference) | 1.085 (1.009–1.167) | 1 (Reference) | 1.172 (1.065–1.290) | 1 (Reference) | 1.048 (0.977–1.123) | |
| CRS | No | 1 (Reference) | 1.243 (1.203–1.284) | 1 (Reference) | 1.287 (1.234–1.343) | 1 (Reference) | 1.254 (1.215–1.294) |
| Yes | 1 (Reference) | 1.043 (0.901–1.206) | 1 (Reference) | 1.215 (0.996–1.483) | 1 (Reference) | 1.006 (0.874–1.157) | |
Data are expressed as hazard ratio (95% confidence interval). Model 1 was non-adjusted; Model 2 was adjusted by age and sex; Model 3 was adjusted by age, sex, income level, diabetes, hypertension, and dyslipidemia; and Model 4: adjusted by age, sex, income level, diabetes, hypertension, dyslipidemia, rhinitis, and chronic rhinosinusitis.
Abbreviations: NSD, nasal septal deviation; CRS, chronic rhinosinusitis.