| Literature DB >> 35789178 |
Rei Ono1,2, Misa Takegami3, Yosuke Yamamoto4, Shin Yamazaki5, Koji Otani6, Miho Sekiguchi6, Shin-Ichi Konno6, Shin-Ichi Kikuchi6, Shunichi Fukuhara7,8.
Abstract
Metabolic syndrome and lumbar spinal stenosis (LSS) are common age-related diseases. However, the causal relationship between them remains unclear. This study aimed to identify the effects of LSS on metabolic syndrome incidence in community-dwelling adults. This prospective cohort study included participants of the Aizu cohort study (LOHAS) aged < 75 years as of 2008. Participants with metabolic syndrome at baseline were excluded. The primary outcome measure was metabolic syndrome incidence, and the main explanatory variable was the presence of LSS, as assessed by a self-reported questionnaire. A multivariate Cox proportional hazard regression model was used to estimate hazard ratios (HRs) for metabolic syndrome incidence during the 6-year follow-up period. Complete-case analyses were compared with the multiple imputation results. Among 1599 participants, 1390 complete cases were analyzed (mean [SD] age 62.3 [9.0] years; females, 734 [52.8%]). Among those participants, 525 (37.8%) developed metabolic syndrome during the follow-up of 3.89 [1.96] years. The presence of LSS was associated with developing metabolic syndrome (HR, 1.41; 95% confidence interval [CI] 1.02-1.95). Multiple imputation results showed similar trends of those having complete-case data (HR, 1.47; 95% CI 1.08-2.00). This finding suggests the importance of prevention and management of LSS in community settings.Entities:
Mesh:
Year: 2022 PMID: 35789178 PMCID: PMC9253139 DOI: 10.1038/s41598-022-15173-y
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.996
Figure 1Flowchart for the study. A total of 1390 subjects were included in the complete-case analysis, and 1599 in the multiple imputation sensitivity analysis. MetS metabolic syndrome, LSS lumbar spinal stenosis.
Characteristics of participants according to lumber spinal stenosis (n = 1390).
| Variable | LSS | ||
|---|---|---|---|
| − ( | + ( | ||
| Age, mean (SD), years | 62.1 (9.1) | 65.3 (7.0) | 0.002 |
| 0.96 | |||
| Female | 691 (52.8) | 43 (53.1) | |
| BMI, mean (SD), kg/m2 | 23.1 (2.8) | 24.5 (3.0) | < 0.001 |
| 0.91 | |||
| Current | 220 (16.8) | 14 (17.3) | |
| 0.54 | |||
| Never | 419 (32.0) | 26 (32.1) | |
| Rarely | 271 (20.7) | 13 (16.1) | |
| Sometime | 284 (21.7) | 16 (19.8) | |
| Every day | 335 (25.6) | 26 (32.1) | |
| 0.04 | |||
| Yes | 716 (54.7) | 54 (66.7) | |
| Mental health, mean (SD) | 52.2 (9.8) | 49.4 (10.1) | 0.01 |
| 0.45 | |||
| Low | 326 (24.9) | 21 (25.9) | |
| Moderate | 270 (20.6) | 21 (25.9) | |
| High | 713 (54.5) | 39 (48.1) | |
| Waist circumference, cm | 83.4 (7.7) | 86.5 (7.9) | < 0.001 |
| Triglyceride, mg/dL | 93.4 (77.9) | 90.7 (33.1) | 0.75 |
| High-density lipoprotein cholesterol, mg/dL | 64.6 (14.2) | 64.3 (15.2) | 0.83 |
| Systolic blood pressure, mmHg | 130.7 (16.2) | 135.7 (16.4) | 0.009 |
| Diastolic blood pressure, mmHg | 78.2 (9.7) | 79.0 (9.1) | 0.47 |
| HbA1c, % | 5.0 (0.5) | 5.0 (0.4) | 0.67 |
| 0.03 | |||
| Yes | 485 (37.1) | 40 (49.4) | |
MetS metabolic syndrome, BMI body mass index, LSS lumbar spinal stenosis, HbA1c hemoglobin A1c.
Relationship between lumber spinal stenosis and the metabolic syndrome components and body mass index at baseline (n = 1390).
| Variables at baseline, | LSS | ||
|---|---|---|---|
| − ( | + ( | ||
| Enlarged waist circumference | 543 (41.5) | 43 (53.1) | 0.04 |
| BMI ≧ 25 kg/m2 | 301 (23.0) | 37 (45.7) | < 0.001 |
| Elevated triglyceride level | 96 (7.3) | 2 (2.5) | 0.10 |
| Reduced high-density lipoprotein cholesterol | 35 (2.7) | 3 (3.7) | 0.58 |
| Elevated blood pressure | 786 (60.1) | 56 (69.1) | 0.10 |
| Elevated glucose | 218 (16.7) | 15 (18.5) | 0.66 |
| 0.07 | |||
| 0 | 199 (15.2) | 7 (8.6) | |
| 1 | 542 (41.4) | 29 (35.8) | |
| 2 | 568 (43.4) | 45 (55.6) | |
Enlarged waist circumference: ≥ 80 cm in females or ≥ 90 cm in males; elevated triglyceride level: ≥ 150 mg/dL, or taking a drug prescribed for high triglycerides; low high-density lipoprotein cholesterol: < 50 mg/dL in females or < 40 mg/dL in males, or taking drugs prescribed for low high-density lipoprotein cholesterol; elevated blood pressure: systolic blood pressure ≥ 130 mmHg and/or diastolic blood pressure ≥ 85 mmHg, or being under antihypertensive drug treatment; elevated glucose: hemoglobin A1c ≥ 5.6% or taking a drug prescribed for elevated glucose.
BMI body mass index, LSS lumbar spinal stenosis, MetS metabolic syndrome.
Relationship between lumber spinal stenosis and metabolic syndrome incidence using Cox regression analysis in complete cases (n = 1390).
| Variable | Univariable model | Multivariable model | ||
|---|---|---|---|---|
| HR | 95% CI | HR | 95% CI | |
| − | Ref | Ref | ||
| + | 1.48 | 1.08–2.05 | 1.41 | 1.02–1.95 |
| Age | 1.03 | 1.01–1.04 | 1.01 | 1.00–1.02 |
| Male | Ref | Ref | ||
| Female | 1.39 | 1.16–1.65 | 1.01 | 0.82–1.25 |
| Never/former | Ref | Ref | ||
| Current | 0.70 | 0.55–0.91 | 1.07 | 0.81–1.41 |
| Never | Ref | Ref | ||
| Rarely | 1.35 | 1.05–1.74 | 1.37 | 1.05–1.80 |
| Sometimes | 1.60 | 1.26–2.04 | 1.62 | 1.24–2.13 |
| Everyday | 1.56 | 1.23–1.96 | 1.48 | 1.14–1.92 |
| 0 | Ref | Ref | ||
| 1 | 2.90 | 1.86–4.53 | 2.95 | 1.88–4.63 |
| 2 | 7.44 | 4.83–11.46 | 7.17 | 4.62–11.14 |
| Mental health | 1.01 | 1.00–1.02 | 1.01 | 1.00–1.02 |
MetS metabolic syndrome, LSS lumbar spinal stenosis, HR hazard ratio.
Relationship between lumber spinal stenosis and the incidence of the metabolic syndrome components and body mass index in participants without each component at baseline.
| Outcome variable | Cumulative incidence | Univariable model | Multivariable model | ||
|---|---|---|---|---|---|
| HR | 95% CI | HR | 95% CI | ||
| LSS− | 147 (19.19) | Ref | Ref | ||
| LSS+ | 12 (31.58) | 1.78 | 0.99–3.21 | 1.93 | 1.06–3.49 |
| LSS− | 107 (10.62) | Ref | Ref | ||
| LSS+ | 5 (11.36) | 1.20 | 0.49–2.93 | 1.27 | 0.51–3.14 |
| LSS− | 344 (28.36) | Ref | Ref | ||
| LSS+ | 33 (41.77) | 1.65 | 1.16–2.36 | 1.49 | 1.04–2.13 |
| LSS− | 97 (7.61) | Ref | Ref | ||
| LSS+ | 1 (1.28) | 0.19 | 0.03–1.34 | 0.16 | 0.02–1.16 |
| LSS− | 297 (56.79) | Ref | Ref | ||
| LSS+ | 17 (68.00) | 1.38 | 0.85–2.25 | 1.23 | 0.75–2.02 |
| LSS− | 100 (9.17) | Ref | Ref | ||
| LSS+ | 7 (10.61) | 1.26 | 0.58–2.70 | 1.18 | 0.54–2.55 |
The primary explanatory variables in all models was lumbar spinal stenosis.
Each model was analyzed without the prevalence of each component. Cox regression analysis was used to complete missing data.
All models were adjusted for age, sex, smoking status, alcohol consumption, number of metabolic syndrome components at baseline and mental health.
Enlarged waist circumference: ≥ 80 cm in females or ≥ 90 cm in males; elevated triglyceride level: ≥ 150 mg/dL, or taking a drug prescribed for high triglycerides; low high-density lipoprotein cholesterol: < 50 mg/dL in females or < 40 mg/dL in males, or taking drugs prescribed for low high-density lipoprotein cholesterol; elevated blood pressure: systolic blood pressure ≥ 130 mmHg and/or diastolic blood pressure ≥ 85 mmHg, or being under antihypertensive drug treatment; elevated glucose: hemoglobin A1c ≥ 5.6% or taking a drug prescribed for elevated glucose.
BMI body mass index, LSS lumbar spinal stenosis, HR hazard ratio.