| Literature DB >> 22128251 |
David J Muzina1, William Chen, Steven J Bowlin.
Abstract
PURPOSE: To investigate drug use, prescribing patterns, and comorbidities among patients with migraine in a large pharmacy claims database.Entities:
Keywords: comorbidity; headaches; migraine preventive therapy; psychotropics; triptans
Year: 2011 PMID: 22128251 PMCID: PMC3225340 DOI: 10.2147/NDT.S25463
Source DB: PubMed Journal: Neuropsychiatr Dis Treat ISSN: 1176-6328 Impact factor: 2.570
Markers used to identify migraine patients from pharmacy and medical claims
| Medical claim with ICD-9 code for migraine or related phenomenon during 2008 | 346 |
| Pharmacy claim for migraine-specific acute medication | Any triptan |
| Any ergotamine |
Notes: ICD-9 code descriptors: 346* (migraine), 784 (headache), 339* (other headache syndromes, eg, complicated headache syndrome);
denotes code extensions 0.00 through 0.99, inclusive.
Abbreviation: ICD-9, International Classification of Diseases, Ninth Revision.8
Classification of drug markers
| Acute migraine medications | Preventive migraine medications | Psychotropic drugs | Controlled painkillers | Prescription NSAIDs |
|---|---|---|---|---|
| Mefenamic acid | ||||
| Divalproex | +/− APAP | Indomethacin | ||
| Almotriptan | Propanolol | Benzodiazepines | +/− caffeine | Ibuprofen |
| Eletriptan | Timolol | Buspirone | +/− NSAID | Fenoprofen |
| Frovatriptan | Topiramate | Tolmetin | ||
| Naratriptan | Atypical antipsychotics | +/− ASA/caffeine | Naproxen | |
| Rizatriptan | Antidepressants | Typical antipsychotics | +/− APAP/caffeine | Flurbiprofen |
| Sumatriptan | Antihypertensives | +/− codeine | Sulindac | |
| Zolmitriptan | Anticonvulsants | Meclofenamate | ||
| Amphetamines | Piroxicam | |||
| Baclofen | Atomoxetine | Diclofenac | ||
| Cyproheptadine | Modafinil | Ketoprofen | ||
| Ketorolac | ||||
| Etodolac | ||||
| Nabumetone | ||||
| Oxaprozin |
Notes: Only oral forms of these painkillers were used as drug markers with the exception of butorphanol nasal spray (NS);
only prescribed NSAIDs were used as drug markers, over-the-counter NSAIDs not part of the database.
Abbreviations: ASA, acetylsalicylic acid; APAP, acetaminophen; NSAIDs, nonsteroidal anti-inflammatory drugs; US FDA, US Food and Drug Administration.
Other comorbid diagnostic conditions identified in the study population
| Diagnostic condition clusters | ICD-9 codes used |
|---|---|
| Depression (unipolar) | 296.2 |
| Anxiety disorders | 293.84, 300.0 |
| Bipolar spectrum disorders | 296.0 |
| Chronic pain | 307.8, 307.80, 338, 338.0, 338.2, 338.29, and 338.4 |
| Arthritis | 274 |
| Fibromyalgia | 728.87, 728.89, and 729.1 |
| Sinusitis | 461 |
| Hypertension | 401 |
| Diabetes | 249 |
| Epilepsy | 345 |
Note: Any numerical code extensions of the root code number.
Abbreviation: ICD-9, International Classification of Diseases, Ninth Revision.8
Migraine population from a national pharmacy and medical claims database with migraine prevalence calculation
| Applied criteria | Number of patients |
|---|---|
| At least one medical and one medication claim during 2008 | 4,542,788 |
| Presence of acute migraine medication claim and/or migraine ICD-9 diagnosis | 158,426 |
| Continuously eligible during follow-up period | 124,339 |
| Gender not missing and age = 18–62 years as of January 1, 2008: migraine study cohort | 104,625 |
| Calculated prevalence of migraine patients (n = 158,426) | 3.5% |
Note: Follow-up period for the study was defined by the 12 months immediately following the start date of first migraine-specific claim in 2008 (migraine cohort) or a randomly generated date in 2008 (control group); this insured that all study subjects had a minimum of 12-months’ continuous data available for analysis.
Abbreviation: ICD-9, International Classification of Diseases, Ninth Revision.8
Study characteristics of migraine and control subjects
| Control group (no migraine) | Migraine patients | |||||
|---|---|---|---|---|---|---|
| All migraine | Migraine treatment status | |||||
| None | Acute only | Acute and preventive | Preventive only | |||
| N (%) | 104,625 | 104,625 | 15,847 (15%) | 28,626 (27%) | 40,855 (39%) | 19,297 (18%) |
| Female | 57% | 83% | 77% | 82% | 87% | 81% |
| Age (years) | 44.5 (12) | 43.8 (11) | 40.6 (12) | 43.1 (11) | 45.4 (11) | 44.5 (11) |
| CDS | 11 (16) | 23 (21) | 7 (13) | 17 (14) | 33 (23) | 22 (22) |
| NSAID use | 15% | 24% | 20% | 19% | 28% | 27% |
| Days | 7 (31) | 13 (41) | 7 (26) | 8 (30) | 17 (50) | 14 (42) |
| Controlled pain med use | 25% | 47% | 36% | 38% | 56% | 53% |
| Days | 8 (38) | 27 (70) | 12 (47) | 11 (41) | 37 (80) | 41 (87) |
| Any psychotropic | 14% | 30% | 15% | 17% | 40% | 39% |
| New gen hypnotics | 6% | 13% | 5% | 8% | 19% | 16% |
| Anxiolytics | 9% | 20% | 10% | 10% | 27% | 28% |
| Antipsychotics | 0.9% | 3% | 0.4% | 0.3% | 4% | 4% |
| Mood stabilizer | 0.2% | 0.5% | 0.1% | 0.1% | 0.9% | 0.9% |
| Stimulants | 0.8% | 1.4% | 0.7% | 0.6% | 2% | 2% |
| Comorbidities | ||||||
| Depression | 7% | 16% | 4% | 3% | 24% | 26% |
| Bipolar | 1% | 2% | 0.5% | 0.3% | 3% | 4% |
| Anxiety | 6% | 12% | 6% | 4% | 16% | 19% |
| Chronic pain | 0.6% | 2% | 1% | 0.5% | 3% | 4% |
| Arthritis | 10% | 14% | 11% | 9% | 18% | 20% |
| Fibromyalgia | 4% | 10% | 7% | 5% | 12% | 13% |
| Sinusitis | 14% | 24% | 22% | 20% | 26% | 26% |
| Hypertension | 24% | 21% | 13% | 9% | 26% | 36% |
| Diabetes | 9% | 5% | 4% | 2% | 6% | 10% |
| Epilepsy | 0.8% | 2% | 1% | 0.5% | 3% | 5% |
Notes: All values for age, CDS, days of NSAID and days of pain medication are reported as mean and standard deviation (SD). Days refer to the total days supplied of each type of medication over the 12-month observation period. Pain medications include oral Drug Enforcement Administration (DEA)-controlled painkillers; any psychotropics are based on >1 claim for any psychotropic medication in each class during the 12-month observation period (see Appendix 2 for listing of study drugs). Comorbidities were determined by presence of ICD-9 codes during the 12-month observation period (see Appendix 3). Comparisons were made between (1) all migraine group and control group, and (2) each migraine treatment group and no migraine treatment group.
P value < 0.0001 compared with control group;
P value < 0.0001 compared with no migraine treatment group;
P value < 0.001 compared with no migraine treatment group;
P value < 0.01 compared with no migraine treatment group;
P value < 0.05 compared with no migraine treatment group.
Abbreviations: CDS, chronic disease score; NSAID, non-steroidal anti-inflammatory drugs; ICD-9, International Classification of Diseases, Ninth Revision.8
Preventive medication (med) use in migraine and control patients
| Control patients, n = 104,625 | All migraine patients, n = 104,625 | Acute and preventive, n = 40,855 (68%) | Preventive only, 19,297 (32%) | |
|---|---|---|---|---|
| Any preventive med, n % | 34,968 (33%) | 60,152 (58%) | – | – |
| FDA-approved preventive | 1% | 20% | 36% | 31% |
| Anticonvulsant | 0.7% | 15% | 28% | 24% |
| Topiramate | 0.4% | 14% | 25% | 21% |
| Semisodium valproate | 0.4% | 2% | 4% | 4% |
| B-blocker | 0.6% | 5% | 10% | 8% |
| Propanolol | 0.6% | 5% | 10% | 8% |
| Timolol | 0% | 0.07% | 0.1% | 0.1% |
| Off-label preventive | 33% | 50% | 87% | 88% |
| Antidepressants | 18% | 39% | 70% | 64% |
| SSRI | 12% | 23% | 40% | 37% |
| SNRI | 3% | 10% | 18% | 16% |
| TCA | 1% | 8% | 14% | 12% |
| MAOI | 0.02% | 0.05% | 0.1% | 0.1% |
| Others | 5% | 11% | 20% | 18% |
| Antihypertensives | 17% | 15% | 23% | 30% |
| Alpha 2 agonists | 0.1% | 0.2% | 0.3% | 0.5% |
| ACEI | 12% | 8% | 12% | 17% |
| Beta-blockers (non-FDA) | 5% | 6% | 9% | 12% |
| Calcium channel blockers | 4% | 3% | 4% | 7% |
| Combinations without diuretic | 0.4% | 0.3% | 0.3% | 0.7% |
| Other Anticonvulsants | 4% | 11% | 18% | 20% |
| Others | 0.4% | 1% | 2% | 3% |
Note: P value < 0.0001 comparing values for all migraine patients with control patients.
Abbreviations: SSRI, selective serotonin reuptake inhibitor; SNRI, serotonin-norepinephrine reuptake inhibitor; TCA, tricyclic antidepressant; MAOI, monoamine oxidase inhibitor; ACEI, angiotensin-converting enzyme inhibitors.
Acute migraine-specific medication use
| All migraine patients, n = 104,625 | Acute medication only, n = 28,626 | Acute and preventive medication, n = 40,855 | |
|---|---|---|---|
| Any acute medication | 69,481 (66%) | 28,626 (27% | 40,855 (39% |
| Days of supply, mean (SD) | 59 (84) | 76 (82) | 98 (94) |
| Any triptan use | 62,639 (60% | 25,795 (90% | 36,844 (90% |
| Days of supply, mean (SD) | 57 (84) | 74 (83) | 94 (95) |
| High triptan use | 16,526 (16% | 5,415 (19% | 11,111 (27% |
Notes: Values are n (%) unless otherwise specified;
high triptan use was defined as the dispensing of triptans that treated more than 24 headaches during any 90-day rolling period. Two pills or injections (regardless of strength or specific triptan), 2 sprays of nasal sumatriptan, 1 subcutaneous injection of zolmitriptan, or 1 spray of nasal zolmitriptan was defined as the amount of drug used for one headache;
proportion of all migraine patients;
proportion of column total;
P value < 0.0001 comparing values for acute medication only versus acute and preventive medication groups.
Abbreviation: SD, standard deviation.