| Literature DB >> 30574342 |
James D Bowen1, Chris M Kozma2, Megan M Grosso3, Amy L Phillips4.
Abstract
BACKGROUND: Administrative-claims data enable comparative effectiveness assessment using large numbers of patients treated in real-world settings.Entities:
Keywords: Multiple sclerosis; cost; disease-modifying drugs; relapse; resource use; retrospective database
Year: 2018 PMID: 30574342 PMCID: PMC6299291 DOI: 10.1177/2055217318819031
Source DB: PubMed Journal: Mult Scler J Exp Transl Clin ISSN: 2055-2173
Figure 1.Patient selection flowchart.
DMD: disease-modifying drug; ICD-9-CM: International Classification of Diseases, Ninth Revision, Clinical Modification; MS: multiple sclerosis; sc IFNβ-1a: subcutaneous interferon beta-1a.
Baseline demographic and clinical characteristics of patients with MS newly initiating sc IFNβ-1a, teriflunomide, fingolimod, or dimethyl fumarate.
| Characteristic | sc IFNβ-1a( | Teriflunomide( | Fingolimod( | Dimethyl fumarate( |
|---|---|---|---|---|
| Age, years, mean (SD) | 42.7 (10.4) |
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| Female, | 716 (73.2) | 255 (77.3) | 668 (75.7) | 1701 (74.5) |
| Census region, | ||||
| Northeast | 221 (22.6) |
| 227 (25.7) |
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| Midwest | 342 (35.0) |
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| South | 325 (33.2) | 102 (30.9) | 322 (36.5) |
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| West | 66 (6.7) |
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| CCI score, mean (SD) | 0.60 (1.22) | 0.61 (1.06) |
| 0.59 (1.11) |
| Select comorbidities, | ||||
| Depression related | 240 (24.5) | 99 (30.0) |
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| Thyroid | 130 (13.3) |
| 118 (13.4) | 356 (15.6) |
| Inflammatory/autoimmune | 33 (3.4) |
| 28 (3.2) | 88 (3.9) |
| 90-day pre-index neurology visit, | 585 (59.8) | 216 (65.5) | 525 (59.5) |
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| 90-day pre-index MRI, | 465 (47.5) |
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| All-cause pre-index year healthcare cost at or above the median (US$12,158), | 385 (39.4) |
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| 90-day pre-index relapse, | ||||
| MS-related inpatient stay | 63 (6.4) |
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| MS-related ER visit | 23 (2.4) | 6 (1.8) |
| 37 (1.6) |
| MS-related outpatient visit with corticosteroid prescription ±7 days | 223 (22.8) | 68 (20.6) | 183 (20.7) | 484 (21.2) |
| Any relapse, | 284 (29.0) |
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Bold values denote statistically significant differences.
CCI: Charlson Comorbidity Index; ER: emergency room; MRI: magnetic resonance imaging; MS: multiple sclerosis; sc IFNβ-1a: subcutaneous interferon beta-1a; SD: standard deviation.
ap < 0.05 using pairwise Chi-square test or independent sample t-test v. sc IFNβ-1a as the standard (no adjustment for multiplicity).
bp < 0.005 using pairwise Chi-square test or independent sample t-test v. sc IFNβ-1a as the standard (no adjustment for multiplicity).
Unadjusted relapse rates 1 year after DMD initiation among treatment groups (MS-related inpatient stays, ER visits and outpatient relapses).
| Characteristic | sc IFNβ-1a( | Teriflunomide( | Fingolimod( | Dimethyl fumarate( |
|---|---|---|---|---|
| 1-year post-index relapse, | ||||
| MS-related inpatient stay | 21 (2.1) | 6 (1.8) | 16 (1.8) | 34 (1.5) |
| MS-related ER visit | 24 (2.5) | 13 (3.9) | 16 (1.8) | 37 (1.6) |
| MS-related outpatient visit with corticosteroid prescription ±7 days | 205 (21.0) | 83 (25.2) | 182 (20.6) | 483 (21.1) |
| Any relapse | 216 (22.1) | 87 (26.4) | 192 (21.7) | 515 (22.5) |
DMD: disease-modifying drug; ER: emergency room; sc IFNβ-1a: subcutaneous interferon beta-1a.
Logistic regression predictions of odds of relapse in the 1 year following treatment initiation.
| Factors in multivariable analysis | Estimate | OR | 95% CI | |
|---|---|---|---|---|
| Teriflunomide (reference: sc IFNβ-1a) | 0.044 |
| 1.357 | 1.000, 1.831 |
| Fingolimod (reference: sc IFNβ-1a) | –0.009 | 0.7284 | 0.960 | 0.762, 1.209 |
| Dimethyl fumarate (reference: sc IFNβ-1a) | 0.006 | 0.8316 | 1.021 | 0.846, 1.234 |
| Sex, female (reference: male) | –0.040 | 0.0595 | 0.847 | 0.712, 1.005 |
| Age | –0.063 |
| 0.989 | 0.982, 0.996 |
| Census region (reference: West) | ||||
| East | 0.044 | 0.2056 | 1.198 | 0.909, 1.592 |
| Midwest | 0.077 |
| 1.353 | 1.032, 1.789 |
| South | 0.072 |
| 1.324 | 1.010, 1.749 |
| Unknown | –0.011 | 0.6472 | 0.852 | 0.412, 1.639 |
| Comorbidities (reference: not present) | ||||
| Depression related | 0.051 |
| 1.226 | 1.048, 1.433 |
| Thyroid | 0.026 | 0.1991 | 1.139 | 0.932, 1.388 |
| Inflammatory/autoimmune disease | 0.034 | 0.0712 | 1.375 | 0.966, 1.933 |
| CCI score | 0.026 | 0.1790 | 1.044 | 0.979, 1.112 |
| 90-day pre-index neurology visit (reference: no visit) | 0.069 |
| 1.064 | 1.020, 1.116 |
| 90-day pre-index MRI (reference: no MRI claim) | –0.030 | 0.1625 | 0.901 | 0.778, 1.042 |
| 90-day pre-index relapse (reference: no relapse) | 0.178 |
| 2.146 | 1.823, 2.525 |
| All-cause healthcare costs above the median (reference: below median) | 0.142 |
| 1.673 | 1.436, 1.950 |
Bold values denote statistically significant differences.
CCI: Charlson Comorbidity Index; CI: confidence interval; MRI: magnetic resonance imaging; OR: odds ratio; sc IFNβ-1a: subcutaneous interferon beta-1a.
Generalized linear models predicting patients’ healthcare costs (in US$) 1 year post-index
| sc IFNβ-1a ( | Teriflunomide ( | Fingolimod ( | Dimethyl fumarate ( | |
|---|---|---|---|---|
| All-cause healthcare costs, LS mean (95% CI) | 65,408(63,253, 67,637) | 64,203(60,628, 67,989) |
| 67,784(66,330, 69,269) |
| All-cause healthcare costs excluding DMDs, LS mean (95% CI) | 13,404(12,513, 14,358) | 15,205 (13,523, 17,096) | $13,681(12,729, 14,705) | 14,455(13,827, 15,113) |
Healthcare expenditures adjusted to December 2015 US$ using the Medical Services component of the Consumer Pricing Index.
Bold values denote statistically significant differences compared with the reference (sc IFNβ-1a).
CI; confidence interval; DMD: disease-modifying drug; LS: least squares; sc IFNβ-1a: subcutaneous interferon beta-1a.
Generalized linear models predicting patients’ healthcare resource use 1 year post-index
| sc IFNβ-1a ( | Teriflunomide ( | Fingolimod ( | Dimethyl fumarate ( | |
|---|---|---|---|---|
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| All-cause outpatient visits | 18.0 (17.1, 18.9) |
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| 18.3 (17.7, 18.9) |
| All-cause inpatient stays | 0.11 (0.10, 0.13) | 0.14 (0.11, 0.19) |
| 0.10 (0.09, 0.11) |
| All-cause inpatient days | 0.67 (0.56, 0.80) | 0.57 (0.42, 0.77) |
| 0.58 (0.51, 0.65) |
| All-cause ER visits | 0.27 (0.23, 0.32) |
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| MS-related outpatient visit with corticosteroid prescription ±7 days | 5.6 (5.2, 6.0) | 6.1 (5.5, 6.9) | 6.2 (5.8, 6.6) | 5.8 (5.5, 6.0) |
| Neurology visits | 3.7 (3.3, 4.1) |
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| 4.0 (3.8, 4.3) |
| MS inpatient stay | 0.021 (0.018, 0.023) |
| 0.018 (0.016, 0.021) |
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| Total MS inpatient days | 0.083 (0.071, 0.097) |
| 0.073 (0.062, 0.087) | 0.084 (0.075, 0.093) |
| MS ER visits | 0.021 (0.019, 0.025) |
| 0.018 (0.015, 0.020) |
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| MRIs | 0.57 (0.50, 0.64) | 0.55 (0.45, 0.68) | 0.67 (0.59, 0.76) | 0.64 (0.59, 0.69) |
| Liver function tests | 0.57 (0.49, 0.66) |
| 0.57 (0.48, 0.67) |
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| CBC tests | 1.4 (1.3, 1.6) |
| 1.6 (1.4, 1.8) | 1.6 (1.5, 1.7) |
Bold values denote statistically significant differences compared with the reference (sc IFNβ-1a).
CBC: complete blood count; CI: confidence interval; ER: emergency room; LS: least squares; MRI: magnetic resonance imaging; MS: multiple sclerosis; sc IFN β-1a: subcutaneous interferon beta-1.