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Urtecho M, Wagner B, Wang Z, VanderPluym JH, Halker Singh RB, Noyes J, Butler ME, Murad MH. A qualitative evidence synthesis of patient perspectives on migraine treatment features and outcomes. Headache 2023; 63:185-201. [PMID: 36602191 DOI: 10.1111/head.14430] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2022] [Revised: 09/24/2022] [Accepted: 09/26/2022] [Indexed: 01/06/2023]
Abstract
OBJECTIVES We aimed to identify migraine treatment features preferred by patients and treatment outcomes most valued by patients. BACKGROUND The values and preferences of people living with migraine are critical for both the choice of acute therapy and management approach of migraine. METHODS We conducted a qualitative evidence synthesis. Two reviewers independently selected studies, appraised methodological quality, and undertook a framework synthesis. We developed summary of findings tables following the approach of Grading of Recommendations, Assessment, Development and Evaluations Confidence in the Evidence from Reviews of Qualitative Research to assess confidence in the findings. RESULTS Of 1691 candidate references, we included 19 studies (21 publications) involving 459 patients. The studies mostly recruited White women from North America (11 studies) and Europe (8 studies). We identified eight themes encompassing features preferred by patients in a migraine treatment process. Themes described a treatment process that included shared decision-making, a tailored approach, trust in health-care professionals, sharing of knowledge and diversity of treatment options, a holistic approach that does not just address the headache, ease of communication especially for complex treatments, a non-undermining approach, and reciprocity with mutual respect between patient and provider. In terms of the treatment itself, seven themes emerged including patients' preferences for nonpharmacologic treatment, high effectiveness, rapidity of action, long-lasting effect, lower cost and more accessibility, self-management/self-delivery option that increases autonomy, and a mixed preference for abortive versus prophylactic treatments. The treatment outcomes that have high value to patients included maintaining or improving function; avoiding side effects, potential for addiction to medications, and pain reoccurrence; and avoiding non-headache symptoms such as nausea, vomiting, and sensitivity to light or sounds. CONCLUSION Patient values and preferences were individually constructed, varied widely, and could be at odds with conventional medical perspectives and evidence of treatment effects. Considering the availability of numerous treatments for acute migraine, it is necessary that decision-making incorporates patient values and preferences identified in qualitative research. The findings of this qualitative synthesis can be used to facilitate an individually tailored approach, strengthen the patient-health-care system relationship, and guide choices and decisions in the context of a clinical encounter or a clinical practice guideline.
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Affiliation(s)
- Meritxell Urtecho
- Mayo Clinic Evidence-Based Practice Center, Rochester, Minnesota, USA.,Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota, USA
| | - Brittin Wagner
- Minnesota Evidence-Based Practice Center, University of Minnesota School of Public Health, Minneapolis, Minnesota, USA
| | - Zhen Wang
- Mayo Clinic Evidence-Based Practice Center, Rochester, Minnesota, USA.,Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota, USA.,Division of Health Care Delivery Research, Mayo Clinic, Rochester, Minnesota, USA
| | - Juliana H VanderPluym
- Mayo Clinic Evidence-Based Practice Center, Rochester, Minnesota, USA.,Department of Neurology, Mayo Clinic, Scottsdale, Arizona, USA
| | - Rashmi B Halker Singh
- Mayo Clinic Evidence-Based Practice Center, Rochester, Minnesota, USA.,Department of Neurology, Mayo Clinic, Scottsdale, Arizona, USA
| | - Jane Noyes
- School of Medical and Health Sciences, Bangor University, Bangor, UK
| | - Mary E Butler
- Minnesota Evidence-Based Practice Center, University of Minnesota School of Public Health, Minneapolis, Minnesota, USA
| | - Mohammad Hassan Murad
- Mayo Clinic Evidence-Based Practice Center, Rochester, Minnesota, USA.,Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota, USA
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2
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Atkins N, Mukhida K. The relationship between patients’ income and education and their access to pharmacological chronic pain management: A scoping review. Can J Pain 2022; 6:142-170. [PMID: 36092247 PMCID: PMC9450907 DOI: 10.1080/24740527.2022.2104699] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022] Open
Affiliation(s)
- Nicole Atkins
- Department of Anesthesiology, Pain Management and Perioperative Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Karim Mukhida
- Department of Anesthesiology, Pain Management and Perioperative Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
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Davis S, Ehwerhemuepha L, Feaster W, Hackman J, Morizono H, Kanakasabai S, Mosa ASM, Parker J, Iwamoto G, Patel N, Gasparino G, Kane N, Hoffman MA. Standardized Health data and Research Exchange (SHaRE): promoting a learning health system. JAMIA Open 2022; 5:ooab120. [PMID: 35047761 PMCID: PMC8763030 DOI: 10.1093/jamiaopen/ooab120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2021] [Revised: 11/24/2021] [Accepted: 12/27/2021] [Indexed: 11/14/2022] Open
Abstract
Aggregate de-identified data from electronic health records (EHRs) provide a valuable resource for research. The Standardized Health data and Research Exchange (SHaRE) is a diverse group of US healthcare organizations contributing to the Cerner Health Facts (HF) and Cerner Real-World Data (CRWD) initiatives. The 51 facilities at the 7 founding organizations have provided data about more than 4.8 million patients with 63 million encounters to HF and 7.4 million patients and 119 million encounters to CRWD. SHaRE organizations unmask their organization IDs and provide 3-digit zip code (zip3) data to support epidemiology and disparity research. SHaRE enables communication between members, facilitating data validation and collaboration as we demonstrate by comparing imputed EHR module usage to actual usage. Unlike other data sharing initiatives, no additional technology installation is required. SHaRE establishes a foundation for members to engage in discussions that bridge data science research and patient care, promoting the learning health system.
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Affiliation(s)
- Sierra Davis
- Children's Mercy Research Institute, Children's Mercy Hospital, Kansas City, Missouri, USA
| | - Louis Ehwerhemuepha
- Department of Pediatrics, Children's Hospital Orange County, Orange, California, USA
| | - William Feaster
- Department of Pediatrics, Children's Hospital Orange County, Orange, California, USA
| | - Jeffrey Hackman
- Department of Emergency Medicine, Truman Medical Centers, Kansas City, Missouri, USA.,Department of Biomedical and Health Informatics, University of Missouri Kansas City, Kansas City, Missouri, USA
| | - Hiroki Morizono
- Department of Pediatrics, Children's National Hospital, Washington, District of Columbia, USA
| | - Saravanan Kanakasabai
- Clinical Research Systems, Indiana University Health System, Indianapolis, Indiana, USA
| | | | - Jerry Parker
- Research Informatics, University of Missouri, Columbia, Missouri, USA
| | - Gary Iwamoto
- Department of Internal Medicine, University of New Mexico, Albuquerque, New Mexico, USA
| | - Nisha Patel
- Children's Mercy Research Institute, Children's Mercy Hospital, Kansas City, Missouri, USA
| | - Gary Gasparino
- Cerner Enviza, Cerner Corporation, Kansas City, Missouri, USA
| | - Natalie Kane
- Children's Mercy Research Institute, Children's Mercy Hospital, Kansas City, Missouri, USA
| | - Mark A Hoffman
- Children's Mercy Research Institute, Children's Mercy Hospital, Kansas City, Missouri, USA.,Department of Biomedical and Health Informatics, University of Missouri Kansas City, Kansas City, Missouri, USA
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4
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VanderPluym JH. Once too many: Impact of emergency department opioid use on future health resource utilization among patients with migraine. Headache 2021; 61:229-230. [PMID: 33638238 DOI: 10.1111/head.14070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2020] [Accepted: 12/02/2020] [Indexed: 11/27/2022]
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VanderPluym JH, Halker Singh RB, Urtecho M, Morrow AS, Nayfeh T, Torres Roldan VD, Farah MH, Hasan B, Saadi S, Shah S, Abd-Rabu R, Daraz L, Prokop LJ, Murad MH, Wang Z. Acute Treatments for Episodic Migraine in Adults: A Systematic Review and Meta-analysis. JAMA 2021; 325:2357-2369. [PMID: 34128998 PMCID: PMC8207243 DOI: 10.1001/jama.2021.7939] [Citation(s) in RCA: 48] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
IMPORTANCE Migraine is common and can be associated with significant morbidity, and several treatment options exist for acute therapy. OBJECTIVE To evaluate the benefits and harms associated with acute treatments for episodic migraine in adults. DATA SOURCES Multiple databases from database inception to February 24, 2021. STUDY SELECTION Randomized clinical trials and systematic reviews that assessed effectiveness or harms of acute therapy for migraine attacks. DATA EXTRACTION AND SYNTHESIS Independent reviewers selected studies and extracted data. Meta-analysis was performed with the DerSimonian-Laird random-effects model with Hartung-Knapp-Sidik-Jonkman variance correction or by using a fixed-effect model based on the Mantel-Haenszel method if the number of studies was small. MAIN OUTCOMES AND MEASURES The main outcomes included pain freedom, pain relief, sustained pain freedom, sustained pain relief, and adverse events. The strength of evidence (SOE) was graded with the Agency for Healthcare Research and Quality Methods Guide for Effectiveness and Comparative Effectiveness Reviews. FINDINGS Evidence on triptans and nonsteroidal anti-inflammatory drugs was summarized from 15 systematic reviews. For other interventions, 115 randomized clinical trials with 28 803 patients were included. Compared with placebo, triptans and nonsteroidal anti-inflammatory drugs used individually were significantly associated with reduced pain at 2 hours and 1 day (moderate to high SOE) and increased risk of mild and transient adverse events. Compared with placebo, calcitonin gene-related peptide receptor antagonists (low to high SOE), lasmiditan (5-HT1F receptor agonist; high SOE), dihydroergotamine (moderate to high SOE), ergotamine plus caffeine (moderate SOE), acetaminophen (moderate SOE), antiemetics (low SOE), butorphanol (low SOE), and tramadol in combination with acetaminophen (low SOE) were significantly associated with pain reduction and increase in mild adverse events. The findings for opioids were based on low or insufficient SOE. Several nonpharmacologic treatments were significantly associated with improved pain, including remote electrical neuromodulation (moderate SOE), transcranial magnetic stimulation (low SOE), external trigeminal nerve stimulation (low SOE), and noninvasive vagus nerve stimulation (moderate SOE). No significant difference in adverse events was found between nonpharmacologic treatments and sham. CONCLUSIONS AND RELEVANCE There are several acute treatments for migraine, with varying strength of supporting evidence. Use of triptans, nonsteroidal anti-inflammatory drugs, acetaminophen, dihydroergotamine, calcitonin gene-related peptide antagonists, lasmiditan, and some nonpharmacologic treatments was associated with improved pain and function. The evidence for many other interventions, including opioids, was limited.
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Affiliation(s)
- Juliana H. VanderPluym
- Mayo Clinic Evidence-based Practice Center, Rochester, Minnesota
- Department of Neurology, Mayo Clinic, Scottsdale, Arizona
| | - Rashmi B. Halker Singh
- Mayo Clinic Evidence-based Practice Center, Rochester, Minnesota
- Department of Neurology, Mayo Clinic, Scottsdale, Arizona
| | - Meritxell Urtecho
- Mayo Clinic Evidence-based Practice Center, Rochester, Minnesota
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota
| | - Allison S. Morrow
- Mayo Clinic Evidence-based Practice Center, Rochester, Minnesota
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota
| | - Tarek Nayfeh
- Mayo Clinic Evidence-based Practice Center, Rochester, Minnesota
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota
| | - Victor D. Torres Roldan
- Mayo Clinic Evidence-based Practice Center, Rochester, Minnesota
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota
| | - Magdoleen H. Farah
- Mayo Clinic Evidence-based Practice Center, Rochester, Minnesota
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota
| | - Bashar Hasan
- Mayo Clinic Evidence-based Practice Center, Rochester, Minnesota
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota
| | - Samer Saadi
- Mayo Clinic Evidence-based Practice Center, Rochester, Minnesota
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota
| | - Sahrish Shah
- Mayo Clinic Evidence-based Practice Center, Rochester, Minnesota
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota
| | - Rami Abd-Rabu
- Mayo Clinic Evidence-based Practice Center, Rochester, Minnesota
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota
| | - Lubna Daraz
- Mayo Clinic Evidence-based Practice Center, Rochester, Minnesota
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota
| | - Larry J. Prokop
- Department of Library–Public Services, Mayo Clinic, Rochester, Minnesota
| | - Mohammad Hassan Murad
- Mayo Clinic Evidence-based Practice Center, Rochester, Minnesota
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota
| | - Zhen Wang
- Mayo Clinic Evidence-based Practice Center, Rochester, Minnesota
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota
- Division of Health Care Delivery Research, Mayo Clinic, Rochester, Minnesota
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Lipton RB, Buse DC, Dodick DW, Schwedt TJ, Singh P, Munjal S, Fanning K, Bostic Bs R, Reed ML. Burden of increasing opioid use in the treatment of migraine: Results from the Migraine in America Symptoms and Treatment Study. Headache 2020; 61:103-116. [PMID: 33326608 DOI: 10.1111/head.14018] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Revised: 10/19/2020] [Accepted: 10/20/2020] [Indexed: 01/03/2023]
Abstract
OBJECTIVE We sought to assess factors associated with the frequency of self-reported prescription opioid use in persons with migraine, including demographic variables, comorbidities, headache characteristics, and patterns of consultation. BACKGROUND Despite the dose-dependent effect of opioids on migraine progression and the association with negative outcomes, migraine treatment often includes opioids. The Migraine in America Symptoms and Treatment Study focuses on individuals with migraine who receive prescription acute medications, including those receiving and those not receiving opioids. METHODS This web-based panel survey identified people in the United States with migraine using a validated screener. This analysis stratified people with migraine into 4 groups based on days of monthly opioid use: non-opioid users, ≤3 days, 4-9 days, and ≥10 days per month. RESULTS Of 15,133 respondents with migraine, 4701 (31%) reported acute prescription medication use for headache/migraine in the previous 3 months (mean age 45 years, 71.6% [3367/4701] female), of whom 32.5% (1528/4701) reported opioid use. About one-third of respondents with primary care or neurology consults in the prior 6 months reported receiving an opioid, and more than half of respondents (209/391, 53.5%) with a pain clinic consultation did so. Models compared those using opioids ≤3 days/month (879/4701, 18.7%), 4-9 days/month (304/4701, 6.5%), ≥10 days/month (345/4701, 7.3%) to non-opioid users (3173/4701, 67.5%). Compared to non-opioid users, infrequent users (≤3 days/month) were more likely to be male and less likely to have chronic migraine or to screen positive for anxiety and depression; and frequent opioid users (the 4-9 days/month and the ≥10 days/month groups) were more likely to be male, to smoke, to be obese, to report greater pain interference, to have moderate to severe disability, to have symptoms of anxiety and depression, to use fewer triptans and nonsteroidal anti-inflammatory drugs, and to have poor acute treatment optimization. CONCLUSION Among prescription medication users, this cross-sectional analysis shows that increasing use of prescription opioids is associated with male gender, chronic migraine, more severe disability, anxiety and depression, poor acute treatment optimization, and treatment in a pain clinic.
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Affiliation(s)
- Richard B Lipton
- Department of Neurology, Albert Einstein College of Medicine, Bronx, NY, USA.,Department of Neurology and the Montefiore Headache Center, Montefiore Medical Center, Bronx, NY, USA
| | - Dawn C Buse
- Department of Neurology, Albert Einstein College of Medicine, Bronx, NY, USA
| | | | | | | | | | - Kristina Fanning
- Department of Clinical Research, Vedanta Research, Chapel Hill, NC, USA
| | - Ryan Bostic Bs
- Department of Clinical Research, Vedanta Research, Chapel Hill, NC, USA
| | - Michael L Reed
- Department of Clinical Research, Vedanta Research, Chapel Hill, NC, USA
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Masonbrink A, Richardson T, Catley D, Miller MK, Hall M, Kyler KE, Daly A, Synhorst D, Connelly M. Opioid Use to Treat Migraine Headaches in Hospitalized Children and Adolescents. Hosp Pediatr 2020; 10:401-407. [PMID: 32295812 PMCID: PMC7187393 DOI: 10.1542/hpeds.2020-0007] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
OBJECTIVES Prescription of opioids to treat pediatric migraine is explicitly discouraged by treatment guidelines but persists in some clinical settings. We sought to describe rates of opioid administration in pediatric migraine hospitalizations. METHODS Using data from the Pediatric Health Information System, we performed a cross-sectional study to investigate the prevalence and predictors of opioid administration for children aged 7 to 21 years who were hospitalized for migraine between January 1, 2016, and December 31, 2018. RESULTS There were 6632 pediatric migraine hospitalizations at 50 hospitals during the study period, of which 448 (7%) had an opioid administered during the hospitalization. There were higher adjusted odds of opioid administration in hospitalizations for non-Hispanic black (adjusted odds ratio [aOR], 1.68; P < .001) and Hispanic (aOR, 1.54; P = .005) (reference white) race and ethnicity, among older age groups (18-21 years: aOR, 2.74; P < .001; reference, 7-10 years), and among patients with higher illness severity (aOR, 2.58; P < .001). Hospitalizations during which an opioid was administered had a longer length of stay (adjusted rate ratio, 1.48; P < .001) and higher 30-day readmission rate (aOR, 1.96; P < .001). By pediatric hospital, opioid administration ranged from 0% to 23.5% of migraine hospitalizations. Hospitals with higher opioid administration rates demonstrated higher adjusted readmission rates (P < .001) and higher adjusted rates of return emergency department visits (P = .026). CONCLUSIONS Opioids continue to be used during pediatric migraine hospitalizations and are associated with longer lengths of stay and readmissions. These findings reveal important opportunities to improve adherence to migraine treatment guidelines and minimize unnecessary opioid exposure, with the potential to improve hospital discharge outcomes.
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Affiliation(s)
- Abbey Masonbrink
- Department of Pediatrics, Children's Mercy Hospital and School of Medicine, University of Missouri-Kansas City, Kansas City, Missouri; and
| | - Troy Richardson
- Department of Pediatrics, Children's Mercy Hospital and School of Medicine, University of Missouri-Kansas City, Kansas City, Missouri; and
- Children's Hospital Association, Lenexa, Kansas
| | - Delwyn Catley
- Department of Pediatrics, Children's Mercy Hospital and School of Medicine, University of Missouri-Kansas City, Kansas City, Missouri; and
| | - Melissa K Miller
- Department of Pediatrics, Children's Mercy Hospital and School of Medicine, University of Missouri-Kansas City, Kansas City, Missouri; and
| | - Matt Hall
- Department of Pediatrics, Children's Mercy Hospital and School of Medicine, University of Missouri-Kansas City, Kansas City, Missouri; and
- Children's Hospital Association, Lenexa, Kansas
| | - Kathryn E Kyler
- Department of Pediatrics, Children's Mercy Hospital and School of Medicine, University of Missouri-Kansas City, Kansas City, Missouri; and
| | - Ashley Daly
- Department of Pediatrics, Children's Mercy Hospital and School of Medicine, University of Missouri-Kansas City, Kansas City, Missouri; and
| | - David Synhorst
- Department of Pediatrics, Children's Mercy Hospital and School of Medicine, University of Missouri-Kansas City, Kansas City, Missouri; and
| | - Mark Connelly
- Department of Pediatrics, Children's Mercy Hospital and School of Medicine, University of Missouri-Kansas City, Kansas City, Missouri; and
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Gazerani P, Cairns BE. Sex-Specific Pharmacotherapy for Migraine: A Narrative Review. Front Neurosci 2020; 14:222. [PMID: 32265634 PMCID: PMC7101090 DOI: 10.3389/fnins.2020.00222] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2019] [Accepted: 02/28/2020] [Indexed: 12/12/2022] Open
Abstract
Migraine is a common neurological disorder characterized by recurrent headache episodes that accompany sensory-motor disturbances, such as higher sensitivity to touch and light, extremity heaviness or weakness, and speech or language disabilities. Worldwide, migraine is one of the top 10 causes of disability and hence poses a huge economic burden to society. On average, migraine occurs in 12% of population but its occurrence is sexually dimorphic, as it is two to three times more prevalent in women than in men. This female to male ratio of migraine prevalence is age- and sex hormone-dependent. Advancements in understanding migraine pathogenesis have also revealed an association with both genetics and epigenetics. The severity of migraine, in terms of its attack duration, headache intensity, frequency, and occurrence of migraine-associated symptoms, has generally been reported to be greater in women. Sex differences in migraine disability and comorbidities, such as psychiatric disorders, have also been noted in some population-based studies. However, research on sex-related differences in response to migraine treatments is relatively scarce. Although a general observation is that women consume more medication than men for migraine treatment, strategies for the use of abortive and preventive medications for migraine are generally similar in both sexes. This narrative review summarizes available findings on sexually distinct responses to abortive and prophylactic pharmacotherapy of migraine. Basic experimental data and clinical findings will be presented, and potential mechanisms underlying sex-based responses will be discussed to highlight the importance and value of sex-based treatment in migraine research and practice.
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Affiliation(s)
- Parisa Gazerani
- Laboratory of Molecular Pharmacology, Department of Health Science and Technology, Faculty of Medicine, Aalborg University, Aalborg, Denmark
| | - Brian E Cairns
- Faculty of Pharmaceutical Sciences, The University of British Columbia, Vancouver, BC, Canada
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