| Literature DB >> 26448911 |
Elliot Graziano1, Jesper Hagemeier1, Bianca Weinstock-Guttman2, Deepa P Ramasamy1, Robert Zivadinov3.
Abstract
BACKGROUND AND OBJECTIVES: While the literature supports the idea that multiple sclerosis (MS) and migraine are related, the exact mechanism(s) of this association is not well understood. Observations of increased contrast enhancing (CE) lesion activity in individual MS patients suffering from migraine prompted us to determine a relationship between migraine and MRI outcomes in a large cohort of MS patients.Entities:
Keywords: Contrast-enhancing lesions; Controls; Migraine MRI; Multiple sclerosis
Mesh:
Year: 2015 PMID: 26448911 PMCID: PMC4552815 DOI: 10.1016/j.nicl.2015.07.013
Source DB: PubMed Journal: Neuroimage Clin ISSN: 2213-1582 Impact factor: 4.881
Within study group MRI comparisons between subjects with and without migraine.
| HIs | MS | CIS | |||||||
|---|---|---|---|---|---|---|---|---|---|
| W/o migraine | Migraine | p-Value | W/o migraine (n = 396) | Migraine (n = 113) | p-Value | W/o migraine (n = 53) | Migraine (n = 11) | p-Value | |
| Presence of CE lesions | NA | NA | NA | 94 (23.7) | 40 (35.4) | 9 (17) | 2 (18.2) | 0.923 | |
| Number of CE lesions | NA | NA | NA | 0.21 (0.74) | 0.91 (4.36) | 0.45 (1.25) | 0.10 (0.32) | 0.380 | |
| CE-LV | NA | NA | NA | 31.2 (134.4) | 125.3 (572.6) | 65.8 (196.5) | 5.4 (17.1) | 0.326 | |
| Number of T2 lesions | 2.7 (6.82) | 2.03 (4.5) | 0.505 | 29 (20) | 27.8 (19.8) | 0.401 | 22.2 (25.8) | 11 (6.9) | 0.170 |
| T2-LV | 277.1 (1200) | 113.5 (241.1) | 0.402 | 13,901.7 (16,530.2) | 13,546.2 (15,966.2) | 0.829 | 4406.7 (6111.7) | 1960.9 (1794.3) | 0.183 |
| Number of T1 lesions | NA | NA | NA | 11.21 (11.52) | 10.12 (12.33) | 0.412 | 4.14 (7.83) | 2.70 (4.88) | 0.469 |
| T1-LV | NA | NA | NA | 3021.6 (5528.6) | 3082.4 (7479.1) | 0.832 | 423.6 (731.8) | 369.3 (957.9) | 0.706 |
| NBV | 1533.8 (95.3) | 1551.9 (83) | 0.089 | 1474.5 (99.1) | 1484.9 (95.6) | 0.278 | 1543.4 (63.7) | 1580 (81.3) | 0.157 |
| NGMV | 780.2 (67.2) | 789.9 (52.7) | 0.191 | 734.4 (71.9) | 747.4 (68.2) | 0.651 | 784 (49) | 802.3 (59.9) | 0.444 |
| NWMV | 753.6 (44.1) | 762.1 (44.1) | 0.156 | 740.1 (66.8) | 737.5 (65) | 0.332 | 759.4 (44.1) | 777.7 (70.6) | 0.278 |
| NLVV | 34.3 (15.5) | 30.2 (9.2) | 0.107 | 49.6 (22.6) | 46 (22.1) | 0.954 | 35.2 (12.7) | 33.9 (19.2) | 0.999 |
| NCV | 636.1 (57.4) | 644.3 (46.3) | 0.231 | 594.3 (60.7) | 607.1 (56.9) | 0.819 | 633.4 (40.5) | 658.6 (47.7) | 0.115 |
HIs—healthy individuals; MS—multiple sclerosis; CIS—clinically isolated syndrome; CE—contrast enhancing; LV—lesion volume; NA—not available; NBV—normalized brain volume; NGMV—normalized gray matter volume; NWMV—normalized white matter volume; NLVV—normalized lateral ventricular volume; NCV—normalized neocortical volume.
All data are presented as mean and standard deviations. The presence of CE is reported as the number and percentage. Volumetric measures are presented in cubic millimeters (mm3) for LV and in cubic centimeters (cm3) for brain volumes.
The comparison between HIs, MS and CIS groups was performed using analysis of covariance with age, gender and disease-modifying treatment, as covariates. p-Values < 0.05 were considered significant (highlighted in bold) after correction for multiple comparisons.
Fig. 1Representative MRI images of a 32 years old female relapsing–remitting multiple sclerosis patient with disease duration of 11 and 9 years history of migraine. On the left are displayed T1-weighted spin echo post-contrast images (after 5 min delay), in the middle are shown T1-weighted spin echo pre-contrast images and on the right are displayed representative fluid attenuation inversion recovery images. There are 3 visible contrast enhancing lesions (white arrows) in different brain lobes and hemispheres.
Within disease course MRI comparisons between subjects with and without migraine.
| RRMS | SPMS | PPMS | |||||||
|---|---|---|---|---|---|---|---|---|---|
| W/o migraine | Migraine (n = 79) | p-Value | W/o migraine (n = 104) | Migraine (n = 20) | p-Value | W/o migraine (n=30) | Migraine (n = 6) | p-Value | |
| Presence of CE lesions | 68 (28.2) | 33 (41.8) | 26 (25) | 7 (35) | 0.354 | 0 (0) | 0 (0) | NA | |
| Number of CE lesions | 0.3 (0.84) | 1.19 (4.9) | 0.07 (.3) | 0 (0) | 0.224 | 0 (0) | 0 (0) | 0.806 | |
| CE-LV | 41.1 (144.4) | 164.4 (651.9) | 6.1 (28.6) | 0 (0) | 0.324 | 1.6 (8.5) | 0 (0) | 0.806 | |
| Number of T2 lesions | 27.1 (19.3) | 28.2 (17.9) | 0.951 | 33.8 (19.7) | 29.4 (24.1) | 0.241 | 31.8 (24.4) | 15.3 (11.7) | 0.081 |
| T2-LV | 11,421.3 (14,030.7) | 12,163.3 (14,300) | 0.732 | 19,357.2 (17,541.4) | 19,850.3 (20,378.2) | 0.701 | 17,256.3 (19,859.5) | 10,457.4 (12,508.5) | 0.413 |
| Number of T1 lesions | 10.1 (10.8) | 9.7 (11.9) | 0.638 | 15.1 (12.3) | 12.4 (14.1) | 0.352 | 11.6 (12.7) | 11.3 (10.4) | 0.98 |
| T1-LV | 2424.2 (4769.6) | 3020.2 (8106.5) | 0.417 | 5050.6 (7378.7) | 4338.9 (6419.1) | 0.580 | 2236.3 (2554.0) | 2015.9 (2725.2) | 0.850 |
| NBV | 1492.8 (88.5) | 1488.8 (96.5) | 0.187 | 1414.7 (77.4) | 1428.5 (70.7) | 0.832 | 1430.9 (93.9) | 1485.9 (60.8) | 0.688 |
| NGMV | 742.5 (66.3) | 748.9 (64.7) | 0.747 | 697.5 (58.9) | 710 (54.5) | 0.59 | 715.7 (48.4) | 732.3 (57.5) | 0.521 |
| NWMV | 750.3 (60.9) | 740 (67.2) | 0.144 | 717.2 (71.6) | 718.6 (61.2) | 0.825 | 715.3 (71.3) | 753.6 (76.2) | 0.423 |
| NLVV | 45.8 (20.1) | 45.6 (22.8) | 0.402 | 60.3 (22.7) | 54.2 (23.6) | 0.353 | 57 (26.8) | 43 (8.8) | 0.494 |
| NCV | 600.1 (55.5) | 609.8 (52.7) | 0.822 | 564.6 (50.9) | 570 (41.8) | 0.903 | 580.4 (41.9) | 593.4 (55.3) | 0.619 |
MS—multiple sclerosis; RRMS—relapsing–remitting; SPMS—secondary-progressive; PPMS—primary-progressive; SD—standard deviation; CE—contrast enhancing; LV—lesion volume; NA—not available; NBV—normalized brain volume; NGMV—normalized gray matter volume; NWMV—normalized white matter volume; NLVV—normalized lateral ventricular volume; NCV—normalized neocortical volume.
All data are presented as mean and standard deviations. The presence of CE is reported as the number and percentage. Volumetric calculations are presented in cubic millimeters (mm3) for LV and in cubic centimeters (cm3) for brain volumes.
The comparison between RRMS, SPMS and PPMS groups was performed using analysis of covariance with age, gender and disease-modifying treatment, as covariates. p-Values < 0.05 were considered significant (highlighted in bold) after correction for multiple comparisons.
Characteristics of subjects with and without migraine in patients with multiple sclerosis and clinically isolated syndrome, and in healthy individuals.
| HIs | MS | CIS | |||||||
|---|---|---|---|---|---|---|---|---|---|
| W/o migraine | Migraine | p-Value | W/o migraine (n = 396) | Migraine (n = 113) | p-Value | W/o migraine (n = 53) | Migraine (n = 11) | p-Value | |
| Female, n (%) | 136 (63.6) | 28 (75.7) | 0.135 | 266 (67.2) | 95 (84.1) | 38 (71.7) | 10 (90.1) | 0.181 | |
| Age in years, mean (SD) | 43.0 (17.4) | 43.6 (13.9) | 0.852 | 46.9 (12.4) | 42.4 (13.0) | 39.9 (11.3) | 38.3 (9.9) | ||
| Age at onset in years, mean (SD) | NA | NA | NA | 32 (10.7) | 29.8 (10.5) | 0.066 | 36.0 (11.1) | 31.9 (10.5) | 0.266 |
| Disease duration in years, mean (SD) | NA | NA | NA | 15 (10.7) | 12.4 (9.6) | 1.3 (2.1) | 1.4 (2.2) | 0.115 | |
| BMI, mean (SD) | 26.8 (5.5) | 26.9 (5.5) | 0.95 | 26.7 (5.5) | 26.5 (5.9) | 0.745 | 27.2 (6) | 26.5 (5.5) | 0.734 |
| Presence of DMT, n (%) | NA | NA | NA | 284 (71.7) | 83 (73.5) | 0.884 | 26 (49.1) | 4 (36.3) | 0.634 |
| Interferon-beta 1a | 140 (49.3) | 34 (41) | 20 (76.9) | 3 (75) | |||||
| Glatiramer acetate | 73 (25.7) | 27 (32.5) | 6 (23.1) | 1 (25) | |||||
| Natalizumab | 56 (19.7) | 18 (21.7) | 0 (0) | 0 (0) | |||||
| Mycophenolate mofetil | 6 (2.1) | 1 (1.2) | 0 (0) | 0 (0) | |||||
| Intravenous immunoglobulin | 5 (1.8) | 2 (2.4) | 0 (0) | 0 (0) | |||||
| Azathioprine | 3 (1.1) | 1 (1.2) | 0 (0) | 0 (0) | |||||
| Mitoxantrone | 1 (0.4) | 0 (0) | 0 (0) | 0 (0) | |||||
| EDSS, mean (IQR) | NA | NA | NA | 3.6 (2.2) | 3.2 (1.8) | 0.082 | 1.3 (.7) | 1.9 (1.7) | 0.092 |
| Race, n (%) | 0.168 | 0.337 | |||||||
| White | 183 (85.5) | 33 (89.2) | 373 (94.2) | 103 (91.2) | 48 (90.5) | 11 (100) | 0.771 | ||
| Hispanic/Latino | 2 (0.9) | 1 (2.7) | 4 (1.0) | 4 (3.5) | 2 (3.8) | 0 (0) | |||
| Black/African/American | 16 (7.5) | 2 (5.4) | 15 (3.8) | 5 (4.4) | 2 (3.8) | 0 (0) | |||
| Asian | 8 (3.7) | 0 (0) | 2 (0.5) | 0 (0) | 1 (1.9) | 0 (0) | |||
| American Indian/Alaska native | 0 (0) | 1 (2.7) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | |||
| Other | 5 (2.3) | 0 (0) | 2 (0.5) | 1 (0.9) | 0 (0) | 0 (0) | |||
HIs—healthy individuals; MS—multiple sclerosis; CIS—clinically isolated syndrome; SD—standard deviation; EDSS—Expanded Disability Status Scale; DMT—disease modifying therapy; NA—not available; BMI—body mass index; IQR— interquartile range.
The comparison between the migraine and non-migraine subjects was performed using chi-square test, Mann–Whitney rank sum test and one-way analysis of variance. p-Values < 0.05 were considered significant (highlighted in bold).
Characteristics of subjects with and without migraine in patients with relapsing–remitting, secondary-progressive and primary-progressive multiple sclerosis.
| RRMS | SPMS | PPMS | |||||||
|---|---|---|---|---|---|---|---|---|---|
| W/o migraine | Migraine (n = 79) | p-Value | W/o migraine (n = 104) | Migraine (n = 20) | p-Value | W/o migraine (n=30) | Migraine (n = 6) | p-Value | |
| Female, n (%) | 159 (78.8) | 68 (86.1) | 77 (74) | 18 (90) | 0.122 | 17 (56.7) | 3 (50) | 0.764 | |
| Age in years, mean (SD) | 44.6 (10.3) | 42.2 (11.4) | 0.081 | 54.7 (7.5) | 49.9 (10.6) | 56.0 (6.9) | 49.3 (4.7) | ||
| Age at onset in years, mean (SD) | 32.3 (9.2) | 30.2 (9.4) | 0.082 | 32.4 (11.1) | 29.2 (9.9) | 0.22 | 37.9 (10.8) | 42.4 (6) | 0.374 |
| Disease duration in years, mean (SD) | 12.4 (8.9) | 11.4 (8.7) | 0.401 | 22.4 (10.9) | 20.7 (9.8) | 0.527 | 18.1 (11.5) | 6.8 (4.5) | |
| BMI, mean (SD) | 27.5 (5.6) | 27.0 (6) | 0.555 | 25.8 (5) | 24.7 (5.7) | 0.376 | 26.1 (4.2) | 26.0 (5.6) | 0.954 |
| Presence of DMT, n (%) | 204 (84.6) | 60 (75.9) | 0.579 | 72 (69.2) | 15 (75) | 0.831 | 13 (43.3) | 3 (50) | 0.85 |
| Interferon-beta 1a | 101 (49.5) | 24 (40) | 40 (55.6) | 6 (40) | 5 (38.5) | 1 (33.3) | 5 | ||
| Glatiramer acetate | 51 (25) | 21 (35) | 14 (19.4) | 5 (33.3) | 5 (38.5) | 2 (66.7) | |||
| Natalizumab | 45 (22.1) | 14 (23.3) | 12 (16.7) | 2 (13.3) | 0 (0) | 0 (0) | |||
| Mycophenolate mofetil | 3 (1.5) | 0 (0) | 3 (4.2) | 0 (0) | 1 (7.7) | 0 (0) | |||
| Intravenous immunoglobulin | 3 (1.5) | 1 (1.7) | 1 (1.4) | 1 (6.7) | 1 (7.7) | 0 (0) | |||
| Azathioprine | 0 (0) | 0 (0) | 2 (2.8) | 1 (6.7) | 1 (7.7) | 0 (0) | |||
| Mitoxantrone | 1 (0.5) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | |||
| EDSS, mean (IQR) | 2.6 (1.5) | 2.6 (1.4) | 0.884 | 5.6 (1.5) | 5.2 (1.9) | 0.25 | 5.7 (1.9) | 4.8 (1.2) | 0.298 |
| Race, n (%) | 0.385 | 0.851 | 0.071 | ||||||
| White | 225 (93.4) | 70 (88.6) | 100 (96.1) | 20 (100) | 29 (96.7) | 5 (83.3) | |||
| Hispanic/Latino | 3 (1.2) | 3 (3.8) | 1 (1.0) | 0 (0) | 0 (0) | 1 (16.7) | |||
| Black/African/American | 10 (4.1) | 5 (6.3) | 2 (1.9) | 0 (0) | 1 (3.3) | 0 (0) | |||
| Asian | 2 (0.8) | 0 | 0 | 0 (0) | 0 (0) | 0 (0) | |||
| American Indian/Alaska native | 0 (0) | 0 | 0 | 0 (0) | 0 (0) | 0 (0) | |||
| Other | 1 (0.4) | 1 (1.3) | 1 (1.0) | 0 (0) | 0 (0) | 0 (0) | |||
MS—multiple sclerosis; RRMS—relapsing–remitting; SPMS—secondary-progressive; PPMS—primary-progressive; SD—standard deviation; EDSS—Expanded Disability Status Scale; DMT—disease modifying therapy; NA—not available; BMI—body mass index; IQR—interquartile range.
The comparison between the migraine and non-migraine groups was performed using chi-square test, Mann–Whitney rank sum test and one-way analysis of variance. p-Values < 0.05 were considered significant (highlighted in bold).