| Literature DB >> 35378732 |
Oralee J Varnado1, Janna Manjelievskaia2, Wenyu Ye1, Allison Perry2, Kory Schuh1, Richard Wenzel1.
Abstract
Background: Most conventional, oral, preventive treatments for migraine are non-specific and ~50% of patients discontinue them within six months. In 2018, the Food and Drug Administration approved three preventive migraine treatments: monoclonal antibodies (mAb) targeting the calcitonin gene-related peptide (CGRP) pathway implicated in migraine; galcanezumab and fremanezumab which target CGRP ligand; and erenumab which targets CGRP receptor. Real-world treatment patterns for CGRP mAb are limited. Purpose: To compare real-world treatment patterns for CGRP mAb, specifically galcanezumab versus standard-of-care (SOC) migraine preventive treatments. Patients and methods: This retrospective, observational study included 12-month baseline and 6- and 12-month follow-up analyses using IBM® MarketScan® databases. Patients identified were aged ≥18 years with ≥1 claim (first claim=index) for CGRP mAb (erenumab, fremanezumab, or galcanezumab) or SOC preventives (eg, antiepileptics, beta-blockers, antidepressants, or onabotulinumtoxinA) as index drugs between May/01/2018 and June/30/2019. Propensity score matching was used to address confounding by observed covariates. Outcomes analyzed included proportion of days covered (PDC), persistence (≤60-day gap), and first non-index drug switch. Descriptive, chi-square (categorical), and t-test (continuous) analyses were conducted.Entities:
Keywords: CGRP; adherence; discontinuation; persistence; switch
Year: 2022 PMID: 35378732 PMCID: PMC8976490 DOI: 10.2147/PPA.S346660
Source DB: PubMed Journal: Patient Prefer Adherence ISSN: 1177-889X Impact factor: 2.711
Figure 1Patient selection and data attrition for 12-month follow-up.
Conventional Preventive Medications for Migraine by Drug Class and Drug Category
| Drug | Conventional Preventive Treatments for Migraine (Standard-of-Care [SOC]) Cohort | Level C Possibly Effective | Level U Inadequate or Conflicting Data | Other Established as Possibly or Probably Ineffective | ||
|---|---|---|---|---|---|---|
| Level A Established Efficacy | Level B Probably Effective | Other | ||||
| Divalproex Na or Na valproate | Carbamaze-pine | Gabapentin | Lamotrigine | |||
| Metoprolol | Atenolol | Nebivolol | Bisoprolol | Acebutolol | ||
| Amitriptyline | Fluoxetine | Clomipramine | ||||
| Onabotulinum-toxinA | ||||||
| Lisinopril | ||||||
| Candesartan | Telmisartan | |||||
| Clonidine | ||||||
| Coumadin | ||||||
| Nicardipine | ||||||
| Acetazolamide | ||||||
| Nabumetone | ||||||
Note: Reference table modified from Silberstein et al, 2012.9.
Abbreviations: ACE, angiotensin-converting enzyme; Na, sodium; NSAID, nonsteroidal anti-inflammatory drug; SOC, standard-of-care.
Acute Medications for Migraine by Drug Class
| Drug Class | Specific Drugs Included | |
|---|---|---|
| Dihydroergotamine | ||
| Aspirin, diclofenac, ibuprofen, naproxen | ||
| Buprenorphine, butorphanol, codeine, dezocine, fentanyl, hydrocodone, hydromorphone, levomethadyl, levorphanol, meperidine, methadone, morphine, nalbuphine, oxycodone, oxymorphone, pentazocine, propoxyphene, tapentadol, tramadol | ||
| Almotriptan, eletriptan, frovatriptan, naratriptan, rizatriptan, sumatriptan, zolmitriptan | ||
| Droperidol, chlorpromazine, metoclopramide, prochlorperazine, promethazine | ||
| Codeine with acetaminophen, tramadol with acetaminophen | ||
| Ergotamine | ||
| Isometheptene | ||
| Magnesium | ||
| Flurbiprofen, ketoprofen, and ketorolac intra-venous and intra-muscular |
Note: Reference data source was 2019 American Headache Society position statement.11.
Patient Demographics and Clinical Characteristics Pre- and Post-Matching of Covariates for Galcanezumab and SOC 12-Month Follow-Up Cohort
| Demographics and Clinical Characteristics | Pre-Matching | Post-Matching | ||||
|---|---|---|---|---|---|---|
| GMB (N=426) | SOC (N=10,897) | Std Diff | GMB (N=421) | SOC (N=421) | Std Diff | |
| Age (years), mean (SD) | 43.8 (11.4) | 41.3 (12.3) | 43.7 (11.4) | 43.2 (11.8) | 0.049 | |
| Female, n (%) | 368 (86.4) | 9275 (85.1) | 0.036 | 363 (86.2) | 373 (88.6) | 0.072 |
| Region, n (%) | ||||||
| Northeast | 65 (15.3) | 1726 (15.8) | 0.016 | 65 (15.4) | 73 (17.3) | 0.051 |
| North central | 93 (21.8) | 2476 (22.7) | 0.021 | 92 (21.9) | 85 (20.2) | 0.041 |
| South | 216 (50.7) | 5246 (48.1) | 0.051 | 212 (50.4) | 207 (49.2) | 0.024 |
| West | 51 (12.0) | 1427 (13.1) | 0.034 | 51 (12.1) | 56 (13.3) | 0.036 |
| Unknown | 1 (0.2) | 22 (0.2) | 0.007 | 1 (0.2) | 0 (0) | 0.069 |
| Insurance plan type, n (%) | ||||||
| Comprehensive/ indemnity | 22 (5.2) | 415 (3.8) | 0.066 | 22 (5.2) | 11 (2.6) | |
| EPO/PPO | 219 (51.4) | 5653 (51.9) | 0.009 | 216 (51.3) | 214 (50.8) | 0.010 |
| POS/POS with capitation | 18 (4.2) | 712 (6.5) | 18 (4.3) | 24 (5.7) | 0.066 | |
| HMO | 51 (12.0) | 1480 (13.6) | 0.048 | 51 (12.1) | 39 (9.3) | 0.092 |
| CDHP/HDHP | 113 (26.5) | 2495 (22.9) | 0.084 | 111 (26.4) | 129 (30.6) | 0.095 |
| Other/unknown | 3 (0.7) | 142 (1.3) | 0.060 | 3 (0.7) | 4 (1.0) | 0.026 |
| Provider, n (%) | ||||||
| Neurology | 127 (29.8) | 2827 (25.9) | 0.086 | 126 (29.9) | 140 (33.3) | 0.072 |
| Primary carea | 111 (26.1) | 4578 (42.0) | 111 (26.4) | 111 (26.4) | 0.000 | |
| Acute hospital care, ER | 40 (9.4) | 549 (5.0) | 38 (9.0) | 33 (7.8) | 0.043 | |
| Radiology, laboratory, pathology | 19 (4.5) | 283 (2.6) | 18 (4.3) | 9 (2.1) | ||
| Other/unknown | 129 (30.3) | 2660 (24.4) | 128 (30.4) | 128 (30.4) | 0.000 | |
| DCI, mean (SD) | 0.5 (1.1) | 0.4 (0.9) | 0.5 (1.1) | 0.6 (1.1) | 0.042 | |
| Chronic clinical conditions, n (%) | ||||||
| Anxiety | 134 (31.5) | 3496 (32.1) | 0.013 | 132 (31.4) | 130 (30.9) | 0.010 |
| Asthma | 56 (13.1) | 1227 (11.3) | 0.058 | 54 (12.8) | 45 (10.7) | 0.066 |
| Chronic migraine | 249 (58.5) | 2355 (21.6) | 245 (58.2) | 251 (59.6) | 0.029 | |
| Depression | 116 (27.2) | 2573 (23.6) | 0.083 | 116 (27.6) | 112 (26.6) | 0.021 |
| Hypertension | 109 (25.6) | 2729 (25.0) | 0.012 | 107 (25.4) | 98 (23.3) | 0.050 |
| Nausea | 65 (15.3) | 1993 (18.3) | 0.081 | 65 (15.4) | 76 (18.1) | 0.070 |
| Obesity | 62 (14.6) | 1772 (16.3) | 0.047 | 62 (14.7) | 78 (18.5) | |
| Osteoarthritis | 44 (10.3) | 909 (8.3) | 0.068 | 43 (10.2) | 50 (11.9) | 0.053 |
| Sleep disorder | 124 (29.1) | 2214 (20.3) | 122 (29.0) | 118 (28.0) | 0.021 | |
Notes: Covariates with Std Diff ≥0.1 are bolded, suggesting potential imbalance between cohorts. The 1:1 propensity score matched GMB and SOC cohorts were well-balanced. aIncludes family practice, internal medicine, obstetrics/gynecology, and nurse practitioner.
Abbreviations: CDHP, consumer-driven health plan; CGRP mAb, calcitonin gene-related peptide ligand or receptor-targeted monoclonal antibody; DCI, Deyo-Charlson comorbidity index; EPO, exclusive provider organization; ER, emergency room; GMB, galcanezumab; HDHP, high deductible health plan; HMO, health maintenance organization; N, number of patients in the cohort; n, number of patients in each category; POS, point of service; PPO, preferred provider organization; SD, standard deviation; SOC, standard-of-care; Std Diff, standardized difference.
Patient Demographics and Clinical Characteristics Pre- and Post-Matching of Covariates for CGRP mAb and SOC 12-Month Follow-Up Cohort
| Demographics and Clinical Characteristics | Pre-Matching | Post-Matching | ||||
|---|---|---|---|---|---|---|
| CGRP mAb (N=4528) | SOC (N=10,897) | Std Diff | CGRP mAb (N=3082) | SOC (N=3082) | Std Diff | |
| Age (years), mean (SD) | 45.1 (11.3) | 41.3 (12.3) | 44.4 (11.3) | 44.2 (12.0) | 0.018 | |
| Female, n (%) | 3904 (86.2) | 9275 (85.1) | 0.032 | 2641 (85.7) | 2676 (86.8) | 0.033 |
| Region, n (%) | ||||||
| Northeast | 1071 (23.7) | 1726 (15.8) | 679 (22.0) | 500 (16.2) | ||
| North central | 930 (20.5) | 2476 (22.7) | 0.053 | 617 (20.0) | 713 (23.1) | 0.076 |
| South | 1899 (41.9) | 5246 (48.1) | 1354 (43.9) | 1424 (46.2) | 0.046 | |
| West | 617 (13.6) | 1427 (13.1) | 0.016 | 427 (13.9) | 435 (14.1) | 0.007 |
| Unknown | 11 (0.2) | 22 (0.2) | 0.009 | 5 (0.2) | 10 (0.3) | 0.033 |
| Insurance plan type, n (%) | ||||||
| Comprehensive/ indemnity | 153 (3.4) | 415 (3.8) | 0.023 | 105 (3.4) | 101 (3.3) | 0.007 |
| EPO/PPO | 2604 (57.5) | 5653 (51.9) | 1734 (56.3) | 1730 (56.1) | 0.003 | |
| POS/POS with capitation | 273 (6.0) | 712 (6.5) | 0.021 | 198 (6.4) | 169 (5.5) | 0.040 |
| HMO | 500 (11.0) | 1480 (13.6) | 0.077 | 339 (11.0) | 345 (11.2) | 0.006 |
| CDHP/HDHP | 960 (21.2) | 2495 (22.9) | 0.041 | 674 (21.9) | 694 (22.5) | 0.016 |
| Other/unknown | 38 (0.8) | 142 (1.3) | 0.045 | 32 (1.0) | 43 (1.4) | 0.033 |
| Provider, n (%) | ||||||
| Neurology | 1414 (31.2) | 2827 (25.9) | 944 (30.6) | 993 (32.2) | 0.034 | |
| Primary carea | 1022 (22.6) | 4578 (42.0) | 800 (26.0) | 771 (25.0) | 0.022 | |
| Acute hospital care, ER | 310 (6.8) | 549 (5.0) | 0.077 | 186 (6.0) | 188 (6.1) | 0.003 |
| Radiology, laboratory, pathology | 201 (4.4) | 283 (2.6) | 132 (4.3) | 90 (2.9) | 0.073 | |
| Other/unknown | 1581 (34.9) | 2660 (24.4) | 1020 (33.1) | 1040 (33.7) | 0.014 | |
| DCI, mean (SD) | 0.4 (0.9) | 0.4 (0.9) | 0.029 | 0.5 (0.9) | 0.4 (0.9) | 0.012 |
| Chronic clinical conditions, n (%) | ||||||
| Anxiety | 1483 (32.8) | 3496 (32.1) | 0.014 | 1011 (32.8) | 1023 (33.2) | 0.008 |
| Asthma | 594 (13.1) | 1227 (11.3) | 0.057 | 424 (13.8) | 330 (10.7) | 0.093 |
| Chronic migraine | 3125 (69.0) | 2355 (21.6) | 1749 (56.7) | 1690 (54.8) | 0.039 | |
| Depression | 1249 (27.6) | 2573 (23.6) | 0.091 | 820 (26.6) | 828 (26.9) | 0.006 |
| Hypertension | 1140 (25.2) | 2729 (25.0) | 0.003 | 798 (25.9) | 810 (26.3) | 0.009 |
| Nausea | 816 (18.0) | 1993 (18.3) | 0.007 | 564 (18.3) | 563 (18.3) | 0.001 |
| Obesity | 650 (14.4) | 1772 (16.3) | 0.053 | 454 (14.7) | 519 (16.8) | 0.058 |
| Osteoarthritis | 517 (11.4) | 909 (8.3) | 317 (10.3) | 331 (10.7) | 0.015 | |
| Sleep disorder | 1272 (28.1) | 2214 (20.3) | 841 (27.3) | 778 (25.2) | 0.046 | |
Notes: Covariates with Std Diff ≥0.1 are bolded, suggesting potential imbalance between cohorts. The 1:1 propensity score matched CGRP mAb and SOC cohorts were well-balanced. aIncludes family practice, internal medicine, obstetrics/gynecology, and nurse practitioner.
Abbreviations: CDHP, consumer-driven health plan; CGRP mAb, calcitonin gene-related peptide ligand or receptor-targeted monoclonal antibody; DCI, Deyo-Charlson comorbidity index; EPO, exclusive provider organization; ER, emergency room; GMB, galcanezumab; HDHP, high deductible health plan; HMO, health maintenance organization; N, number of patients in the cohort; n, number of patients in each category; POS, point of service; PPO, preferred provider organization; SD, standard deviation; SOC, standard-of-care; Std Diff, standardized difference.
Figure 2Medications used during 12-month baseline and 12-month follow-up period in matched (A) CGRP mAb and SOC and (B) galcanezumab and SOC cohorts.
Treatment Patterns in Patients with Migraine Prescribed Index Treatment of Galcanezumab, CGRP mAb, or SOC During 12-Month Follow-Up
| Treatment Patterns During 12-Month Follow-Up Period | CGRP mAb (N=3082) | SOC (N=3082) | p-value | GMB (N=421) | SOC (N=421) | p-value |
|---|---|---|---|---|---|---|
| Number of index drug fills, mean (SD) | 7.0 (4.2) | 4.1 (3.5) | <0.001 | 8.4 (4.1) | 4.1 (3.4) | <0.001 |
| PDC, % mean (SD) | 55.1 (31.2) | 35.2 (34.2) | <0.001 | 63.7 (30.6) | 33.7 (33.9) | <0.001 |
| PDC ≥ 80% (adherent), n (%) | 1008 (32.7) | 577 (18.7) | <0.001 | 186 (44.2) | 73 (17.3) | <0.001 |
| MPR, % mean (SD) | 57.8 (32.9) | 36.9 (36.0) | <0.001 | 66.4 (32.1) | 35.6 (36.0) | <0.001 |
| MPR ≥ 80% (adherent), n (%) | 1130 (36.7) | 647 (21.0) | <0.001 | 205 (48.7) | 83 (19.7) | <0.001 |
| Days of persistent use among all patients, mean (SD) | 212.5 (139.7) | 131.9 (140.2) | <0.001 | 252.3 (140.6) | 127.3 (139.4) | <0.001 |
| Patients persistent on index drug at end of follow-up, n (%) | 1269 (41.2) | 691 (22.4) | <0.001 | 239 (56.8) | 87 (20.7) | <0.001 |
| Patients that discontinued index drug during follow-up, n (%) | 1963 (63.7) | 2464 (79.9) | <0.001 | 206 (48.9) | 344 (81.7) | <0.001 |
| Treatment duration days, mean (SD) | 198.5 (138.0) | 124.4 (135.4) | <0.001 | 236.7 (143.1) | 119.5 (134.2) | <0.001 |
| Patients that discontinued index drug during follow-up, n (%) | 1813 (58.8) | 2391 (77.6) | <0.001 | 182 (43.2) | 334 (79.3) | <0.001 |
| Treatment duration days, mean (SD) | 210.4 (137.8) | 131.0 (138.8) | <0.001 | 249.9 (139.0) | 126.4 (137.9) | <0.001 |
| Patients who restarted index drug during follow-up, n (%) | 495 (27.3) | 837 (35.0) | <0.001 | 58 (31.9) | 124 (37.1) | 0.232 |
| Days from discontinuation date to first restart, mean (SD) | 120.2 (59.2) | 113.3 (53.7) | <0.001 | 114.6 (59.9) | 114.3 (51.1) | 0.943 |
| Patients with a switch to non-index drug during follow-up, n (%)a | 1049 (57.9) | 861 (36.0) | <0.001 | 90 (49.5) | 139 (41.6) | 0.087 |
| Days from index date to first switch, mean (SD) | 184.4 (85.9) | 164.2 (97.3) | <0.001 | 187.5 (96.7) | 149.2 (95.6) | <0.001 |
Notes: The 1:1 propensity score matched CGRP mAb vs SOC and GMB vs SOC cohorts were compared separately using Chi-square test for categorical variables and Student’s t-test for continuous variables. aSwitching could occur within the CGRP class, as well as to a different class of preventive treatment for migraine.
Abbreviations: GMB, galcanezumab; CGRP mAb, calcitonin gene-related peptide ligand or receptor-targeted monoclonal antibody; MPR, medical possession ratio; N, number of patients in the cohort; n, number of patients in each category; PDC, proportion of days covered; SD, standard deviation; SOC, standard-of-care; vs, versus.
Figure 3Proportion of patients that remain persistent to and discontinue index drug during 12-month follow-up.
Figure 4Switch to non-index preventive migraine drug class among patients who switched treatment in (A) CGRP mAb vs SOC and (B) galcanezumab vs SOC cohorts during 12‑month follow-up.