| Literature DB >> 27688933 |
Ruth Ann Marrie1, Scott B Patten2, Jamie Greenfield3, Lawrence W Svenson4, Nathalie Jette5, Helen Tremlett6, Christina Wolfson7, Sharon Warren8, Joanne Profetto-McGrath9, John D Fisk10, James Blanchard11, Patricia Caetano11, Lawrence Elliott11, Bo Nancy Yu11, Virender Bhan11, Larry Svenson11.
Abstract
BACKGROUND: Risk factors for psychiatric comorbidity in multiple sclerosis (MS) are poorly understood.Entities:
Keywords: administrative data; anxiety; comorbidity; depression; multiple sclerosis
Year: 2016 PMID: 27688933 PMCID: PMC5036426 DOI: 10.1002/brb3.493
Source DB: PubMed Journal: Brain Behav Impact factor: 2.708
Characteristics of multiple sclerosis population and matched cohort from general population
| Characteristic | Cases ( | Controls ( |
|
|---|---|---|---|
| Duration of follow‐up from index date to study end date (years), mean (SD) | 10.3 (5.7) | 9.98 (5.5) | <0.0001 |
| Duration of follow‐up from index date to endpoint date (years), mean (SD) | 9.76 (5.7) | 8.95 (5.6) | 0.0005 |
| Sex, | |||
| Female | 6635 (68.9) | 27,595 (67.0) | <0.0001 |
| Male | 2989 (31.1) | 13,599 (33.0) | |
| Age (years), mean (SD) | 42.9 (13.3) | 42.8 (13.3) | 0.51 |
| Age Group (years), | |||
| 20–44 | 5701 (59.2) | 24,458 (59.4) | 0.93 |
| 45–59 | 2799 (29.1) | 11,982 (29.1) | |
| ≥60 | 1124 (11.7) | 4754 (11.5) | |
| Income Quintile, | |||
| Quintile 1 | 1911 (20.0) | 8110 (19.8) | 0.97 |
| Quintile 2 | 2585 (27.0) | 11,048 (27.0) | |
| Quintile 3 | 1816 (19.0) | 7710 (18.8) | |
| Quintile 4 | 1737 (18.1) | 7549 (18.4) | |
| Quintile 5 | 1526 (15.9) | 6555 (16.0) | |
| Physical Comorbidity, | |||
| Diabetes | 222 (2.3) | 1160 (2.8) | 0.006 |
| Hypertension | 684 (7.1) | 3003 (7.3) | 0.55 |
| Ischemic Heart Disease | 157 (1.6) | 830 (2.0) | 0.02 |
| Hyperlipidemia | 364 (3.8) | 1871 (4.5) | 0.001 |
| Chronic Lung Disease | 572 (5.9) | 2256 (5.5) | 0.076 |
| Fibromyalgia | 118 (1.2) | 172 (0.42) | <0.0001 |
| Epilepsy | 115 (1.2) | 177 (0.43) | <0.0001 |
| Inflammatory Bowel Disease | 30 (0.31) | 75 (0.18) | 0.02 |
| Index Year, | |||
| 1994 | 2423 (25.2) | 10,497 (25.5) | 0.81 |
| 1995–1998 | 2334 (24.3) | 10,089 (24.5) | |
| 1999–2002 | 1851 (19.2) | 7958 (19.3) | |
| 2003–2006 | 1562 (16.2) | 6515 (15.8) | |
| 2007–2011 | 1454 (15.1) | 6135 (14.9) | |
SD, Standard deviation.
Missing in 271 (49 MS cases + 222 matched controls).
Figure 1Annual incidence per 100,000 persons of psychiatric comorbidity in the MS and matched populations in 1999.
Adjusted hazard ratios and 95% confidence intervals (HR) for the association between physical comorbiditya and depression in the multiple sclerosis (MS) and matched populations
| Variable | Both populations | Matched population only | MS population only |
|---|---|---|---|
| Population | |||
| Matched | 1.0 | 1.0 | 1.0 |
| MS |
| – | – |
| Sex | |||
| Female | 1.0 | 1.0 | 1.0 |
| Male |
|
|
|
| Age at index date (years) | |||
| 20–44 | 1.0 | 1.0 | 1.0 |
| 45–59 |
|
|
|
| ≥60 |
|
|
|
| Index year | |||
| 1994 | 1.0 | 1.0 | 1.0 |
| 1995–1998 |
|
|
|
| 1999–2002 |
|
|
|
| 2003–2006 |
|
|
|
| ≥2007 |
|
|
|
| Socioeconomic status | |||
| Quintile 1 | 1.0 | 1.0 | 1.0 |
| Quintile 2 | 1.01 (0.94–1.09) | 0.96 (0.88–1.04) | 1.14 (0.99–1.31) |
| Quintile 3 | 1.02 (0.94–1.11) | 1.04 (0.95–1.14) | 0.97 (0.83–1.13) |
| Quintile 4 | 1.07 (0.99–1.16) | 1.02 (0.93–1.13) | 1.19 (1.03–1.39) |
| Quintile 5 | 0.99 (0.91–1.08) | 0.97 (0.87–1.07) | 1.05 (0.89–1.24) |
| Physical comorbidity | |||
| Diabetes |
|
| 1.18 (0.96–1.45) |
| Hypertension |
|
|
|
| Ischemic heart disease |
|
|
|
| Hyperlipidemia |
|
| 0.99 (0.84–1.18) |
| Lung disease |
|
|
|
| Fibromyalgia |
|
|
|
| Epilepsy |
|
|
|
| Inflammatory bowel disease |
|
| 1.54 (0.91–2.61) |
All physical comorbidities included simultaneously in the multivariable models.
Main model. All main effects for comorbidity statistically significant after using Benjamini‐Hochberg correction. Interactions between population and ischemic heart disease, hyperlipidemia also statistically significant.
Stratified models illustrate interaction effects.
Bold text indicates findings that are statistically significant.
Adjusted hazard ratios and 95% confidence intervals (HR) for the association between physical comorbiditya and anxiety disorder in the multiple sclerosis (MS) and matched populations
| Variable | Both populations ( | Matched population only | MS population only |
|---|---|---|---|
| Population | |||
| Matched | 1.0 | – | – |
| MS |
| ||
| Sex | |||
| Female | 1.0 | 1.0 | 1.0 |
| Male |
| 0.60 (0.55–1.07) |
|
| Age at index date (years) | |||
| 20–44 | 1.0 | ||
| 45–59 |
|
|
|
| ≥60 |
|
| 0.84 (0.67–1.05) |
| Index year | |||
| 1994 | 1.0 | 1.0 | 1.0 |
| 1995–1998 |
|
|
|
| 1999–2002 |
|
|
|
| 2003–2006 |
|
|
|
| ≥2007 |
|
|
|
| Socioeconomic status | |||
| Quintile 1 (lowest) | 1.0 | 1.0 | 1.0 |
| Quintile 2 | 1.03 (0.95–1.13) | 0.97 (0.88–1.07) |
|
| Quintile 3 | 1.08 (0.98–1.19) | 1.05 (0.94–1.17) | 1.20 (0.98–1.46) |
| Quintile 4 |
| 1.05 (0.94–1.18) |
|
| Quintile 5 | 1.06 (0.95–1.17) | 0.99 (0.88–1.12) |
|
| Physical Comorbidity | |||
| Diabetes | 1.11 (0.99–1.25) | 1.09 (0.95–1.24) | 1.22 (0.94–1.58) |
| Hypertension |
|
| 1.06 (0.89–1.27) |
| Ischemic heart disease |
|
|
|
| Hyperlipidemia |
|
| 1.18 (0.96–1.45) |
| Lung disease |
|
|
|
| Fibromyalgia |
|
|
|
| Epilepsy |
|
| 1.30 (0.96–1.77) |
| Inflammatory bowel disease |
|
| 1.48 (0.74–2.98) |
All physical comorbidities included simultaneously in the multivariable models.
Main model. All main effects for comorbidity statistically significant after using Benjamini–Hochberg correction. Interactions between population and hypertension, epilepsy also statistically significant.
Stratified models illustrate interaction effects.
Bold text indicates findings that are statistically significant.
Adjusted hazard ratios and 95% confidence intervals (HR) for the association between physical comorbiditya and bipolar disorder in the multiple sclerosis (MS) and matched populations
| Variable | Both populations | Matched population only | MS population only |
|---|---|---|---|
| Population | |||
| Matched | 1.0 | – | – |
| MS |
| ||
| Sex | |||
| Female | 1.0 | 1.0 | 1.0 |
| Male | 1.06 (0.91–1.24) | 0.94 (0.77–1.15) | 1.29 (1.01–1.66) |
| Age at index date (years) | |||
| 20–44 | 1.0 | 1.0 | 1.0 |
| 45–59 |
|
|
|
| ≥60 | 0.79 (0.60–1.02) | 0.96 (0.71–1.31) |
|
| Index year | |||
| 1994 | 1.0 | 1.0 | 1.0 |
| 1995–1998 | 1.02 (0.85–1.24) | 0.98 (0.78–1.24) | 1.11 (0.80–1.54) |
| 1999–2002 |
|
| 1.40 (0.96–2.03) |
| 2003–2006 |
| 1.20 (0.81–1.79) |
|
| ≥2007 |
|
|
|
| Socioeconomic status | |||
| Quintile 1 | 1.0 | 1.0 | 1.0 |
| Quintile 2 |
|
| 1.21 (0.84–1.72) |
| Quintile 3 | 0.99 (0.80–1.23) | 0.91 (0.70–1.18) | 1.21 (0.82–1.77) |
| Quintile 4 |
|
| 0.96 (0.64–1.45) |
| Quintile 5 | 0.81 (0.63–1.04) |
| 1.14 (0.75–1.72) |
| Physical Comorbidity | |||
| Diabetes |
|
| 1.57 (0.97–2.54) |
| Hypertension | 1.08 (0.88–1.33) | 1.06 (0.83–1.36) | 1.06 (0.74–1.52) |
| Ischemic heart disease |
|
| 0.81 (0.40–1.66) |
| Hyperlipidemia | 0.93 (0.74–1.17) | 0.94 (0.72–1.23) | 0.88 (0.56–1.37) |
| Lung disease |
|
|
|
| Fibromyalgia | 1.01 (0.61–1.67) | 1.61 (0.90–2.88) | 0.52 (0.19–1.41) |
| Epilepsy |
|
| 1.31 (0.73–2.34) |
| Inflammatory bowel disease |
| 1.56 (0.50–4.86) |
|
All physical comorbidities included simultaneously in the multivariable models.
Main model. All main effects for comorbidity statistically significant after using Benjamini–Hochberg correction. Interactions between population and ischemic heart disease, epilepsy also statistically significant.
Stratified models illustrate interaction effects.
Bold text indicates findings that are statistically significant.