| Literature DB >> 31086393 |
Maryam S Alowayesh1, Samar F Ahmed2,3, Jasem Al-Hashel2,4, Raed Alroughani5.
Abstract
BACKGROUND: Multiple Sclerosis (MS) is a chronic neurological disease with heavy economic and social burdens resulting in significant disability.Entities:
Mesh:
Year: 2019 PMID: 31086393 PMCID: PMC6516657 DOI: 10.1371/journal.pone.0216646
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Unit costs of direct medical expenses.
| Resource | Cost in US dollars |
|---|---|
| CSF | 523.2 |
| EP | 327.0 |
| MRI Brain | 621.3 |
| MRI Whole spine | 1046.4 |
| MRI Thoracic | 523.2 |
| MRI Cervical | 523.2 |
| ANA | 41.2 |
| ENA | 45.5 |
| Vitamin B12 | 32.4 |
| TSH | 29.4 |
| Serum ACE | 47.1 |
| Anti-NMO IgG test (10% of the sample) | 164.8 |
| Diagnosis Labs for DMTs (before start and during the treatment, according to routine schema) | |
| CBC | 20.6 |
| RFT | 53.0 |
| LFT | 47.1 |
| Urine Microscopy | 11.8 |
| Teriflunomide | 1831.2 |
| Interferon beta—1a (powder) | 1308.0 |
| Interferon beta—1b | 1504.2 |
| Fingolimod | 2746.8 |
| Alemtuzumab | 29430, 49050 |
| Interferon beta—1a (solution) | 1275.3 |
| Rituximab | 3924.0 |
| Dimethyl fumarate | 2092.8 |
| Natalizumab | 3106.5 |
| Symptomatic treatment (for EDSS>3.5) | |
| Baclofen | 39.2 |
| Oxybutynin | 52.3 |
| Fampridine | 719.4 |
| Methylprednisolone (3 days course) | 359.7 |
| Methylprednisolone (5 days course) | 555.9 |
| Methylprednisolone (5 days course) | 392.4 |
| Plasmopheresis | 9810.0 |
| Hospitalization (per day) | 712.9 |
| New patients | 130.8 |
| Follow-up patients | 65.4 |
* price per month
** 5-day course costs $49050 or 3-day course costs $29430, given annually ($4087.5 per month cost for 5-day course; $2452.5 per month cost for 3-day course)
*** 6-months course ($654 per month cost)
**** the exchange rate was used as for 19.01.2017: 1 KD = $3.27 (https://www.xe.com/currencycharts/?from=KWD&to=USD&view=5Y)
*****These costs include personnel costs.
Abbreviations: CSF–Cerebrospinal Fluid, EP–Evoked potential, MRI–Magnetic Resonance Imaging, ANA—antinuclear antibody, ENA–extractable nuclear antigen, TSH–thyroid-stimulating hormone, ACE–angiotensin converting enzyme, NMO–Neuromyelitis optica, CBC–complete blood count, RFT–Renal function test, LFT–Liver Function Test, DMT–Disease Modifying Therapie, EDSS–Expanded Disability Status Scale, MethylPred–Methylprednisolone
Demographic and clinical characteristics of the participants.
| Variables | Period | Total | EDSS categories | p-value | ||
|---|---|---|---|---|---|---|
| Mild | Moderate | Severe | ||||
| Duration of the disease (years) | 2011–2015 | 8.7 (6.9) | 6.7 (5.2) | 11.2 (5.8) | 18 (7.6) | < .0005 |
| Age of onset (years) | 26.8 (8.8) | 26.7 (8.7) | 28.4 (9.6) | 27.2 (9.1) | .146 | |
| Female, n (%) | 865 (66.3) | 616 (69.0) | 67 (56.3) | 83 (57.2) | .001 | |
| Birth country Kuwait, n (%) | 1114 (87.8) | 762 (87.5) | 102 (86.4) | 124 (89.9) | .670 | |
| Age (years) | 2011 | 33 (10.1) | 30.3 (9.6) | 33.6 (10.8) | 40.9 (11.6) | < .0005 |
| 2012 | 33 (10.3) | 30 (8.7) | 31.5 (8.2) | 40 (10.9) | < .0005 | |
| 2013 | 33.5 (10.4) | 30.3 (8.8) | 35.3 (10.1) | 38.2 (10.2) | < .0005 | |
| 2014 | 34 (10.5) | 31 (9) | 36.8 (9.4) | 40.2 (11.1) | < .0005 | |
| 2015 | 34.5 (10.6) | 32.4 (9.5) | 38.5 (10.2) | 44.2 (10.6) | < .0005 | |
| EDSS, Mild (0–3), n (%) | 2011 | 188 (71.2) | ||||
| EDSS, Moderate (3.5–5.5), n (%) | 44 (16.7) | |||||
| EDSS, Severe (6–9), n (%) | 32 (21.1) | |||||
| EDSS, Mild (0–3), n (%) | 2012 | 341 (75.3) | ||||
| EDSS, Moderate (3.5–5.5), n (%) | 58 (12.8) | |||||
| EDSS, Severe (6–9), n (%) | 54 (11.9) | |||||
| EDSS, Mild (0–3), n (%) | 2013 | 436 (80.4) | ||||
| EDSS, Moderate (3.5–5.5), n (%) | 57 (10.5) | |||||
| EDSS, Severe (6–9), n (%) | 49 (9.1) | |||||
| EDSS, Mild (0–3), n (%) | 2014 | 558 (80.6) | ||||
| EDSS, Moderate (3.5–5.5), n (%) | 60 (8.7) | |||||
| EDSS, Severe (6–9), n (%) | 74 (10.7) | |||||
| EDSS, Mild (0–3), n (%) | 2015 | 589 (83.3) | ||||
| EDSS, Moderate (3.5–5.5), n (%) | 50 (7.1) | |||||
| EDSS, Severe (6–9), n (%) | 68 (9.6) | |||||
| MS course, CIS, n (%) | 2011–2015 | 135 (10.5) | 111 (12.7) | 5 (4.3) | 0 (0) | < .0005 |
| MS course, PP, n (%) | 35 (2.7) | 9 (1) | 8 (6.9) | 10 (7) | ||
| MS course, PR, n (%) | 3 (0.2) | 1 (0.1) | 1 (0.9) | 1 (0.7) | ||
| MS course, RR, n (%) | 990 (77.1) | 756 (86.2) | 91 (78.4) | 35 (24.5) | ||
| MS course, SP, n (%) | 121 (9.4) | 0 (0) | 11 (9.5) | 97 (67.8) | ||
| Number of relapses | 2011–2015 | 0.13 (.4) | 0.15 (.4) | 0.11 (.3) | 0.04 (.2) | .005 |
| No relapses, n (%) | 2011–2015 | 1146 (87.8) | 775 (86.8) | 107 (89.9) | 139 (95.9) | |
| 1 relapse, n (%) | 142 (10.9) | 102 (11.4) | 11 (9.2) | 6 (4.1) | ||
| 2 relapses, n (%) | 17 (1.3) | 16 (1.8) | 1 (0.8) | 0 (0) | ||
Data are expressed as mean (SD) if not stated.
EDSS: Expanded Disability Status Scale; MS: multiple sclerosis; SD: standard deviation
MS course: CIS: Clinically isolated syndrome, PP: Primary progressive, PR: Progressive relapsing, RR: Relapsing-remitting, SP: Secondary progressive
a The shares are calculated from the number of patients with available EDSS information.
b p-value for MS course by EDSS group comparison may be invalid as there were many cells with low count
Fig 1Total cost per year and mean cost per patient per year.
Detailed mean costs per patient by year (in USD).
| 2011 | 2012 | 2013 | 2014 | 2015 | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Mean | 95% CI | Mean | 95% CI | Mean | 95% CI | Mean | 95% CI | Mean | 95% CI | |
| Total cost | 10271 | (9543–11000) | 12341 | (11553–13130) | 13911 | (13095–14727) | 15424 | (14588–16260) | 17296 | (16464–18127) |
| Diagnosis (CSF + EP + MRI + Diagnosis at entry) | 246 | (215–275) | 338 | (307–374) | 462 | (426–497) | 429 | (399–459) | 379 | (354–405) |
| Diagnosis (DMTs laboratory tests) | 130 | (120–139) | 157 | (147–168) | 180 | (169–191) | 211 | (200–223) | 233 | (222–245) |
| Treatment (DMTs) | 8639 | (7945–9296) | 10450 | (9791–11217) | 12166 | (11414–12933) | 13442 | (12651–14222) | 15538 | (14773–16357) |
| Symptomatic treatment (EDSS) | 800 | (635–969) | 1050 | (880–1230) | 903 | (740–1069) | 1059 | (891–1237) | 880 | (743–1031) |
| Hospital treatment | 401 | (245–572) | 256 | (139–391) | 64 | (18–127) | 118 | (34–243) | 124 | (54–211) |
| Ambulatory treatment | 17 | (12–24) | 23 | (17–30) | 53 | (44–62) | 66 | (56–76) | 50 | (42–60) |
| Outpatient visits | 39 | (35–44) | 68 | (63–73) | 83 | (77–89) | 98 | (93–104) | 91 | (86–96) |
CSF: Cerebrospinal fluid; EP–Evoked potential; MRI: Magnetic resonance imaging
DMT: N,N-Dimethyltryptamine; EDSS: Expanded Disability Status Scale
MS resource utilization by year, n (proportion of patients, %).
| Year | 2011 | 2012 | 2013 | 2014 | 2015 | p-value |
|---|---|---|---|---|---|---|
| Pairwise comparisons | A | B | C | D | E | |
| Total Diagnosis | 290 (31.4) | 378 (36.4) | 540 (47.3) | 642 (52.2) | 640 (49.0) | < .0005 |
| AB | AB | AB | ||||
| CSF analysis | 14 (1.5) | 22 (2.1) | 18 (1.6) | 24 (1.9) | 10 (0.8) | 0.069 |
| EP | 11 (1.2) | 19 (1.8) | 11 (1.0) | 18 (1.5) | 4 (0.3) | .007 |
| E | E | |||||
| MRI | 243 (26.3) | 344 (33.1) | 497 (43.5) | 617 (50.1) | 630 (48.3) | < .0005 |
| A | AB | ABC | AB | |||
| Diagnosis at entry | 127 (13.7) | 123 (11.8) | 137 (12.0) | 121 (9.8) | 98 (7.5) | < .0005 |
| DE | E | E | ||||
| Diagnosis (Labs for DMTs) | 467 (50.5) | 566 (54.5) | 642 (56.2) | 723 (58.7) | 828 (63.4) | < .0005 |
| A | ABC | |||||
| Treatment (DMTs) | 478 (51.7) | 575 (55.4) | 657 (57.5) | 735 (59.7) | 850 (65.1) | < .0005 |
| A | ABCD | |||||
| Symptomatic treatment (EDSS) | 76 | 112 (10.8) | 106 (9.3) | 134 (10.9) | 118 (9.0) | 0.159 |
| Hospital treatment | 33 (3.6) | 20 (1.9) | 7 (0.6) | 8 (0.6) | 13 (1) | < .0005 |
| CDE | ||||||
| Ambulatory treatment | 31 (3.4) | 44 (4.2) | 115 (10.1) | 148 (12.0) | 120 (9.2) | < .0005 |
| AB | AB | AB | ||||
| Outpatient visits | 264 (28.5) | 453 (43.6) | 542 (47.5) | 692 (56.2) | 706 (54.1) | < .0005 |
| A | A | ABC | ABC |
CSF: Cerebrospinal fluid; EP–Evoked potential; MRI: Magnetic resonance imaging; DMT: N,N-Dimethyltryptamine; EDSS: Expanded Disability Status Scale
* Results are based on two-sided tests with significance level .05. For each significant pair, the key of the category with the smaller column proportion appears under the category with the larger column proportion
Fig 2Utilization of treatments (DMTs) 2011–2015, by type of intake* (%).
* IM (intramuscular): Avonex; IV (intravenous): Tysabri, Lemtrada, Rituxan; PO (per os): Aubagio, Tecfidera, Gilenya, SC (subcutaneous): Betaferon, Rebif.
Mixed-effect model results for total cost in the period 2011–2015 by EDSS categories.
| Parameter | Ratio | 95% Confidence Interval | P-value | |
|---|---|---|---|---|
| Lower Bound | Upper Bound | |||
| Intercept | 21474,08 | 14307,48 | 32230,42 | p < .001 |
| Mild EDSS | 0,59 | 0,46 | 0,76 | p < .001 |
| Moderate EDSS | 1,31 | 1,01 | 1,71 | 0,043 |
| Male | 1,13 | 0,95 | 1,33 | 0,159 |
| MS Length in years | 1,05 | 1,03 | 1,06 | p < .001 |
| Year = 2011c | 0,45 | 0,38 | 0,52 | p < .001 |
| Year = 2012c | 0,64 | 0,56 | 0,72 | p < .001 |
| Year = 2013c | 0,80 | 0,72 | 0,90 | p < .001 |
| Year = 2014c | 0,83 | 0,74 | 0,92 | p < .001 |
| Age in years | 0,98 | 0,97 | 0,99 | p < .001 |
* Ratio = exp (estimate)
a Severe EDSS is reference group;
b Female is reference group; Year = 2015 is reference group