| Literature DB >> 23565628 |
Karina Raimundo1, Haijun Tian, Huanxue Zhou, Xin Zhang, Kristijan H Kahler, Neetu Agashivala, Edward Kim.
Abstract
BACKGROUND: Multiple sclerosis (MS) is a chronic disease that affects mainly adults in the prime of their lives. However, few studies report the impact of high annual relapse rates on outcomes. The purpose of this study was to identify high relapse activity (HRA) in patients with MS, comparing differences in outcomes between patients with and without HRA.Entities:
Mesh:
Year: 2013 PMID: 23565628 PMCID: PMC3626727 DOI: 10.1186/1472-6963-13-131
Source DB: PubMed Journal: BMC Health Serv Res ISSN: 1472-6963 Impact factor: 2.655
Figure 1Patient selection flowchart. ICD=International Classification of Diseases; CM=Clinical Modification; DMT=disease modifying therapy; PDC=proportion of days covered. aNon rule out diagnosis was used to define patients. bInterferon β-1a, interferon β-1b, glatiramer acetate, or natalizumab.
Bivariate analyses for baseline characteristics (year 2009)
| 51.6 (11.1) | 49.5 (10.6) | ||
| | | ||
| 18-35 | 1,503 (8.3) | 107 (10.5) | |
| 36-45 | 3,671 (20.2) | 242 (23.8) | |
| 46-55 | 6,139 (33.7) | 348 (34.2) | |
| 56-65 | 5,331 (29.3) | 274 (26.9) | |
| 65+ | 1,558 (8.6) | 46 (4.5) | |
| 0.8502 | |||
| Male | 4,163 (22.9) | 230 (22.6) | |
| Female | 14,039 (77.1) | 787 (77.4) | |
| | | ||
| North East | 2,294 (12.6) | 143 (14.1) | |
| North Central | 5,926 (32.6) | 278 (27.3) | |
| South | 6,137 (33.7) | 411 (40.4) | |
| West | 3,830 (21.0) | 184 (18.1) | |
| Unknown | 15 (0.1) | 1 (0.1) | |
| | | ||
| Employees | 10,279 (56.5) | 510 (50.2) | |
| Spouse/Child/Other | 7,923 (43.5) | 507 (49.9) | |
| | | 0.8176 | |
| Fee for Service (FFS) | 14,800 (81.3) | 835 (82.1) | |
| Non-FFS | 2,976 (16.4) | 159 (15.6) | |
| Missing | 426 (2.3) | 23 (2.3) | |
| 0.6 (1.1) | 0.8 (1.3) | ||
| | | ||
| Yes | 12,513 (68.8) | 835 (82.1) | |
| No | 5,689 (31.3) | 182 (17.9) | |
| | | ||
| Yes | 12,408 (68.2) | 769 (75.6) | |
| No | 5,794 (31.8) | 248 (24.4) | |
| | | ||
| Yes | 4,116 (22.6) | 386 (38.0) | |
| No | 14,086 (77.4) | 631 (62.1) | |
| | | ||
| Yes | 2,127 (11.7) | 238 (23.4) | |
| No | 16,075 (88.3) | 779 (76.6) | |
MS=multiple sclerosis; SD=standard deviation; FFS=fee for service; CCI=Charlson Comorbidity Index; DMT=disease modifying therapy; ER=emergency room.
aNon-HRA cohort: MS relapse equal to 0 or 1 in year 2009.
bHRA cohort: MS relapse ≥2 in year 2009.
cP values of overall comparison: Chi-square for categorical variables; t-test for continuous variables.
dIncluding the following list from the National Multiple Sclerosis Society: fatigue, numbness, walking (gait), balance, & coordination problems, bladder dysfunction, bowel dysfunction, visual symptoms, sexual dysfunction, dizziness and vertigo, pain, muscle weakness/spasm/spasticity, cognitive function, depression and other emotional changes, speech disorders, swallowing problems, headache, hearing loss, seizures, tremors, respiration/breathing problems, and itching.
Adjusted all-cause or MS-specific ER and hospitalization visits
| 1.33 (1.15-1.54)b | 1.97 (1.67-2.32)b | 1.72 (1.43-2.08)b | 3.25 (2.47-4.29)b | |
| | | | | |
| (36–45, Ref: 18–35) | 0.81 (0.70-0.93)c | 0.66 (0.54-0.80)b | 0.82 (0.67-1.01) | 1.20 (0.79-1.83) |
| (46–55, Ref: 18–35) | 0.75 (0.65-0.85)b | 0.79 (0.66-0.94)c | 0.70 (0.58-0.85)d | 0.95 (0.63-1.43) |
| (56–65, Ref: 18–35) | 0.83 (0.72-0.95)c | 1.02 (0.86-1.22) | 0.70 (0.58-0.85)d | 0.82 (0.54-1.25) |
| (65+, Ref: 18–35) | 1.12 (0.95-1.32) | 1.70 (1.38-2.08)b | 0.71 (0.55-0.90)c | 0.92 (0.55-1.52) |
| 1.10 (1.01-1.20)c | 0.95 (0.85-1.06) | 1.07 (0.93-1.22) | 0.87 (0.68-1.12) | |
| | | | | |
| North Central (Ref: Northeast) | 1.16 (1.03-1.30)c | 1.09 (0.94-1.27) | 1.60 (1.32-1.95)b | 1.24 (0.88-1.76) |
| South (Ref: Northeast) | 1.03 (0.91-1.16) | 1.01 (0.87-1.18) | 1.33 (1.09-1.62)c | 0.97 (0.68-1.38) |
| West (Ref: Northeast) | 0.95 (0.84-1.08) | 0.93 (0.78-1.10) | 1.64 (1.33-2.02)b | 0.82 (0.54-1.22) |
| Unknown (Ref: Northeast) | 1.63 (0.54-4.92) | 1.04 (0.22-4.85) | 1.08 (0.14-8.55) | 7.77 (1.57-38.53)c |
| 1.07 (1.00-1.15) | 1.06 (0.97-1.17) | 1.12 (1.00-1.25)c | 1.35 (1.09-1.67)c | |
| | | | | |
| HMO and POS capitation (Ref: FFS) | 0.94 (0.85-1.04) | 0.93 (0.81-1.06) | 1.13 (0.98-1.30) | 0.80 (0.58-1.11) |
| Missing (Ref: FFS) | 0.76 (0.59-0.98) | 0.79 (0.57-1.11) | 0.91 (0.63-1.32) | 0.67 (0.27-1.65) |
| 1.13 (1.10-1.16)b | 1.21 (1.17-1.25)b | 1.04 (1.0-1.09) | 1.09 (1.01-1.17)c | |
| 1.53 (1.40-1.67)b | 1.47 (1.30-1.66)b | 1.56 (1.36-1.80)b | 1.70 (1.24-2.33)c | |
| 0.87 (0.80-0.94)c | 0.79 (0.72-0.87)b | 0.96 (0.85-1.07) | 1.24 (0.98-1.57) | |
| 2.50 (2.31-2.71)b | 1.75 (1.58-1.94)b | 2.33 (2.07-2.62)b | 1.86 (1.47-2.35)b | |
| 1.37 (1.24-1.52)b | 2.43 (2.16-2.73)b | 1.46 (1.27-1.69)b | 3.12 (2.43-4.01)b |
MS=multiple sclerosis; Ref=reference; HMO=health maintenance organization; POS=point of service; FFS=fee for service; CCI=Charlson Comorbidity Index; DMTs=disease modifying therapy; ER=emergency room.
aVariables were from 2009 and outcomes measured in 2010.
bAll tests were statistically significant at P<0.0001, cP<0.05; and dP<0.001.
Adjusted mean total all-cause costs (excluding DMT costs) in year 2010
| HRA group | $26,803.19 | $1126.41 | $24,478.92 | $28,793.61 |
| Non-HRA group | $14,745.85 | $211.09 | $14,365.36 | $15,140.86 |
| Cost difference | 12,057.34 | $1149.85 | $9,716.94 | $14,073.66 |
aBootstrapping: repeat 200; bias correction method.
HRA=high relapse activity; CI=confidence interval.
Figure 2Likelihood of starting, switching or discontinuing DMT treatment for patients with HRA. DMT=disease modifying therapy. *The index DMT treatment refers to the last DMT treatment in the year 2009.