| Literature DB >> 33738110 |
Marisa P McGinley, Shauna Gales1, William Rowles2, Zhini Wang1, Wan-Yu Hsu2, Lilyana Amezcua3, Riley Bove2.
Abstract
BACKGROUND: Teleneurology for multiple sclerosis (MS) care was considered feasible, but utilization was limited.Entities:
Keywords: COVID-19; Multiple sclerosis; health disparities; models of care
Year: 2021 PMID: 33738110 PMCID: PMC7934057 DOI: 10.1177/2055217321997467
Source DB: PubMed Journal: Mult Scler J Exp Transl Clin ISSN: 2055-2173
Figure 1.Main comparisons performed in the MS populations across two academic Centers.
*Patients who completed both in-clinic and teleneurology visits during the study period were only included in the teleneurology population. Only first visit was included for patients had multiple visits.
Distribution of teleneurology and in-person visits by center.
CC | UCSF | |||
|---|---|---|---|---|
| Before COVID19* | After COVID19* | Before COVID19* | After COVID19* | |
| Teleneurology | 377 (6.0) | 1007 (152.6) | 552 (8.8) | 643 (97.4) |
| In-person clinic | 13,966 (222.7) | 69 (10.5) | 6288 (100.3) | 28 (4.2) |
| Proportion teleneurology | 2.6% | 94.0% | 8.1% | 95.8% |
*Statistics present as total visits (visits per week).
Pre-COVID neuroimmunology teleneurology populations.
| CC N = 344 | UCSF N = 470 | p-Value | |
|---|---|---|---|
| Patient Age‡ | 46.3 (12.7) | 48.0 (13.3) | 0.073a |
| Patient Sex‡ | 1.000b | ||
| Female | 254 (73.8%) | 306 (73.9%) | |
| Male | 90 (26.2%) | 108 (26.1%) | |
| Race‡ |
| ||
| White | 305 (93.8%) | 277 (79.8%) | |
| Black | 14 (4.31%) | 20 (5.76%) | |
| Other | 6 (1.85%) | 50 (14.4%) | |
| Ethnicity |
| ||
| Not Hispanic | 322 (99.1%) | 326 (91.8%) | |
| Hispanic | 3 (0.92%) | 29 (8.17%) | |
| Clinician Type‡ |
| ||
| Physician | 151 (44.3%) | 459 (97.7%) | |
| APP | 190 (55.7%) | 11 (2.34%) | |
| Diagnosis‡ |
| ||
| MS | 212 (69.7%) | 346 (73.6%) | |
| CIS | 6 (1.97%) | 12 (2.55%) | |
| MOG | 4 (1.32%) | 0 (0.00%) | |
| NMO | 2 (0.66%) | 8 (1.70%) | |
| ON | 0 (0.00%) | 7 (1.49%) | |
| Other autoimmune | 27 (8.88%) | 97 (20.6%) | |
| Unknown | 53 (17.4%) | 0 (0.00%) | |
| Disease Course*‡ | 0.249b | ||
| PPMS | 27 (12.8%) | 33 (9.88%) | |
| RRMS | 153 (72.5%) | 263 (78.7%) | |
| SPMS | 31 (14.7%) | 38 (11.4%) | |
| Current DMT‡: |
| ||
| Infusion | 70 (31.0%) | 171 (47.8%) | |
| Oral | 54 (23.9%) | 71 (19.8%) | |
| Injectable | 29 (12.8%) | 39 (10.9%) | |
| other | 3 (1.33%) | 2 (0.56%) | |
| none | 70 (31.0%) | 75 (20.9%) | |
| Disability Level‡ | 0.199c | ||
| Non-ambulatory | 2 (6.06%) | 23 (9.13%) | |
| Gait impairment requires aide | 4 (12.1%) | 42 (16.7%) | |
| Gait Impairment with no aide | 2 (6.06%) | 21 (8.33%) | |
| Mild disability with no gait impairment | 9 (27.3%) | 99 (39.3%) | |
| No disability | 16 (48.5%) | 67 (26.6%) | |
| Reason for Visit‡ |
| ||
| Routine | 225 (66.0%) | 464 (98.9%) | |
| New | 105 (30.8%) | 2 (0.43%) | |
| Urgent | 8 (2.35%) | 3 (0.64%) | |
| Other | 3 (0.88%) | 0 (0.00%) | |
| Drive distance‡ |
|
|
|
Statistics presented as Mean (SD), Median [1st, 3rd] or N (column %).
P-value: a = t-test; b = chi-square test; c = Fisher exact test; d = Wilcoxon rank sum test.
*Subgroup analysis only includes MS patients.
‡Data not available for all subjects. Missing values: patient age: 56; patient gender: 56; race: 142; clinician type: 3; diagnosis: 40; current DMT: 230; disability level: 529; reason for visit: 4; drive distance: 101.
CC: Cleveland Clinic; CIS: clinically isolated syndrome; MOG: Myelin oligodendrocyte glycoprotein antibody disorder, MS: multiple sclerosis; NMO: neuromyelitis optica spectrum disorder, ON: optic neuritis; PPMS: primary progressive MS, RRMS: relapsing remitting, SPMS: secondary progressive MS.
MS Teleneurology populations pre and post-COVID by Center.
| CC before, N = 212 | CC after, N = 720 | p-Value | UCSF before, N = 346 | UCSF after, N = 407 | p-Value | |
|---|---|---|---|---|---|---|
| Patient Age | 46.0 (11.8) | 49.7 (13.0) |
| 48.1 (12.9) | 48.5 (13.3) | 0.721a |
| Patient Sex | 0.581b | 0.240b | ||||
| Female | 161 (75.9%) | 531 (73.8%) | 259 (74.9%) | 288 (70.8%) | ||
| Male | 51 (24.1%) | 189 (26.2%) | 87 (25.1%) | 119 (29.2%) | ||
| Race |
|
| ||||
| White | 193 (96.5%) | 588 (84.4%) | 263 (80.7%) | 274 (70.8%) | ||
| Black | 6 (3.00%) | 101 (14.5%) | 17 (5.2%) | 37 (9.6%) | ||
| Other | 1 (0.50%) | 8 (1.15%) | 46 (14.1%) | 76 (19.6%) | ||
| Ethnicity | 0.472c | 0.325b | ||||
| Not Hispanic | 198 (99.5%) | 690 (98.6%) | 304 (87.9%) | 351(86.2%) | ||
| Hispanic | 1 (0.50%) | 10 (1.43%) | 27 (7.8%) | 43 (10.6%) | ||
| Disease Course | 0.267c | 0.871b | ||||
| RRMS | 153 (72.5%) | 540 (75.1%) | 33 (9.9%) | 39 (11.0%) | ||
| SPMS | 31 (14.7%) | 117 (16.3%) | 263 (78.7%) | 278 (78.3%) | ||
| PPMS | 27 (12.8%) | 61 (8.48%) | 38 (11.4%) | 38 (10.7%) | ||
| RIS | 0 (0.00%) | 1 (0.14%) | 0 | 0 | ||
| Disability Level | 0.596c | 0.173b | ||||
| Non-ambulatory | 2 (6.90%) | 28 (6.59%) | 23 (9.5%) | 22 (7.7%) | ||
| Gait impairment requires aide | 3 (10.3%) | 92 (21.6%) | 42 (17.4%) | 31 (10.8%) | ||
| Gait Impairment with no aide | 2 (6.90%) | 41 (9.65%) | 20 (8.3%) | 31 (10.8%) | ||
| Mild disability with no gait impairment | 9 (31.0%) | 117 (27.5%) | 96 (39.8%) | 129 (45.1%) | ||
| No disability | 13 (44.8%) | 147 (34.6%) | 60 (24.9%) | 73 (25.5%) | ||
| Clinician Type: |
| 0.791c | ||||
| Physician | 85 (40.5%) | 178 (25.2%) | 337 (97.4%) | 394 (96.8%) | ||
| APP | 125 (59.5%) | 522 (73.8%) | 9 (2.6%) | 13 (3.2%) | ||
| Oher | 0 (0.00%) | 7 (0.99%) | ||||
| Reason for Visit: |
|
| ||||
| Routine | 154 (72.6%) | 650 (90.3%) | 0 (0.0%) | 14 (3.4%) | ||
| New | 48 (22.6%) | 30 (4.17%) | 343 (99.1%) | 392 (96.3%) | ||
| Urgent | 8 (3.77%) | 13 (1.81%) | 3 (0.87%) | 1 (0.25%) | ||
| Other | 2 (0.94%) | 27 (3.75%) | 0 | 0 | ||
| Drive distance | 186 [82.3;334] | 31.9 [15.6;77.5] |
| 72.2 [22.6;182] | 39.1 [15.8;109] |
|
| Income* | 56,652 [48875;70514] | 53,831 [44426;69628] |
| na | na |
na: not available; CC: Cleveland Clinic; CIS: clinically isolated syndrome; MS: multiple sclerosis; ON: optic neuritis; PPMS: primary progressive MS, RRMS: relapsing remitting, SPMS: secondary progressive MS; RIS: radiologically isolated syndrome.P-value: a = t-test; b = chi-square test; c = Fisher exact test; d = Wilcoxon rank sum test.*input with median income by zip code.
Figure 2.Comparison of distances from Centers by race in the combined CC and UCSF teleneurology populations.