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Abstract Details

Accelerated Endothelial Dysfunction in Migraine with Aura Compared to Migraine Without Aura in Patients of Different Age and Sex Groups Identified by an Artificial Intelligence-ECG Age-estimation Algorithm
Headache
P5 - Poster Session 5 (5:30 PM-6:30 PM)
12-001

To compare accelerated physiological aging through an artificial intelligence (AI)-ECG age estimation algorithm in patients with migraine with aura (MwA) and migraine without aura (MwoA)

MwA is associated with an increased risk of cardiovascular events compared to MwoA, and endothelial dysfunction may play a role. An AI-ECG algorithm estimating age based on ECG features is a surrogate for “physiologic age.” The difference between the estimated age minus chronological age (Δ age) is a marker of accelerated physiologic aging and is associated with peripheral endothelial dysfunction and cardiovascular events. We aim to compare the Δ age between MwoA and MwA.

Adult patients diagnosed with MwA and MwoA with at least one ECGs were identified. The ECG with the highest Δ age was defined as the index ECG. The Δ age was compared between MwA and MwoA using two-sample t-test. General linear regression was used to adjust for age, sex, and vascular comorbidities. Subgroup analysis were done after stratifying for age and sex.

24918 patients (11364 with MwA and 13554 with MwoA) were included. The mean chronological age and estimated ages for MwA were 50.6 and 55.7 years, respectively, while for MwoA they were 48.2 and 53.4 years. There was no significant difference in the mean Δ age between MwA and MwoA in the overall group after multivariate adjustments. In subgroup analysis, we found patients with MwA had significantly higher Δ age than MwoA in two age groups in females: 35-55 and > 75 years, 7.2 vs 6.6, p<0.02, and -5.3 versus -5.5, p<0.02, respectively; and male patients > 75 years (-4.4 versus -5.6, p<0.003).

The results could suggest a higher degree of endothelial dysfunction in MwA compared to MwoA in elderly patients and females 35-55 years. Further studies with a non-migraine control group and markers of endothelial dysfunction are planned.

Authors/Disclosures
Han Wang, MD (Mayo Clinic Health System Mankato)
PRESENTER
Dr. Wang has nothing to disclose.
Elisabeth Lim (MAYO CLINIC) No disclosure on file
Nan Zhang Nan Zhang has nothing to disclose.
Abraham Baez Suarez No disclosure on file
Zachi Attia Zachi Attia has received personal compensation in the range of $0-$499 for serving as a Consultant for Anumana. Zachi Attia has received personal compensation in the range of $0-$499 for serving as a Consultant for XAI. Zachi Attia has received personal compensation in the range of $500-$4,999 for serving as a Speaker with Pfizer.
Peter Noseworthy Peter Noseworthy has nothing to disclose.
Paul Friedman Paul Friedman has received intellectual property interests from a discovery or technology relating to health care. Paul Friedman has received intellectual property interests from a discovery or technology relating to health care. Paul Friedman has received intellectual property interests from a discovery or technology relating to health care.
Chieh-Ju Chao No disclosure on file
Nikita Chhabra, DO (Mayo Clinic) Dr. Chhabra has nothing to disclose.
F. M. Cutrer, MD (Mayo Clinic) Dr. Cutrer has received publishing royalties from a publication relating to health care.
Todd J. Schwedt, MD, FAAN (Mayo Clinic) Dr. Schwedt has received personal compensation in the range of $5,000-$9,999 for serving as a Consultant for Eli Lilly. Dr. Schwedt has received personal compensation in the range of $10,000-$49,999 for serving as a Consultant for Lundbeck. Dr. Schwedt has received personal compensation in the range of $10,000-$49,999 for serving as a Consultant for Abbvie. Dr. Schwedt has received personal compensation in the range of $500-$4,999 for serving as a Consultant for Linpharma. Dr. Schwedt has received personal compensation in the range of $500-$4,999 for serving as a Consultant for Theranica. Dr. Schwedt has received personal compensation in the range of $0-$499 for serving as a Consultant for Amgen. Dr. Schwedt has received personal compensation in the range of $500-$4,999 for serving as a Consultant for Scilex. Dr. Schwedt has stock in Aural Analytics. Dr. Schwedt has stock in Nocira. Dr. Schwedt has stock in Allevalux. The institution of Dr. Schwedt has received research support from National Institutes of Health. The institution of Dr. Schwedt has received research support from United States Department of Defense. The institution of Dr. Schwedt has received research support from Patient Centered Outcomes Research Institute. The institution of Dr. Schwedt has received research support from SPARK Neuro. The institution of Dr. Schwedt has received research support from Henry Jackson Foundation. The institution of Dr. Schwedt has received research support from Pfizer. The institution of Dr. Schwedt has received research support from National Headache Foundation. The institution of Dr. Schwedt has received research support from American Heart Association. Dr. Schwedt has received intellectual property interests from a discovery or technology relating to health care. Dr. Schwedt has received intellectual property interests from a discovery or technology relating to health care. Dr. Schwedt has received intellectual property interests from a discovery or technology relating to health care. Dr. Schwedt has received intellectual property interests from a discovery or technology relating to health care. Dr. Schwedt has received publishing royalties from a publication relating to health care.
David W. Dodick, MD, FAAN (Atria Institute) Dr. Dodick has received personal compensation for serving as an employee of Mayo Clinic. Dr. Dodick has received personal compensation for serving as an employee of Atria Health. Dr. Dodick has received personal compensation for serving as an employee of Thomas Jefferson University . Dr. Dodick has received personal compensation for serving as an employee of Norwegian University of Science and Technology. Dr. Dodick has received personal compensation in the range of $10,000-$49,999 for serving as a Consultant for Amgen. Dr. Dodick has received personal compensation in the range of $5,000-$9,999 for serving as a Consultant for Allergan. Dr. Dodick has received personal compensation in the range of $10,000-$49,999 for serving as a Consultant for Abbvie. Dr. Dodick has received personal compensation in the range of $500-$4,999 for serving as a Consultant for Biohaven. Dr. Dodick has received personal compensation in the range of $500-$4,999 for serving as a Consultant for Biopharm Communications. Dr. Dodick has received personal compensation in the range of $10,000-$49,999 for serving as a Consultant for Lundbeck. Dr. Dodick has received personal compensation in the range of $10,000-$49,999 for serving as a Consultant for Eli Lilly. Dr. Dodick has received personal compensation in the range of $500-$4,999 for serving as a Consultant for Teva. Dr. Dodick has received personal compensation in the range of $500-$4,999 for serving as a Consultant for Inside Practice Australia. Dr. Dodick has received personal compensation in the range of $500-$4,999 for serving as a Consultant for Clinical 好色先生 Alliance. Dr. Dodick has received personal compensation in the range of $5,000-$9,999 for serving as a Consultant for Genentech. Dr. Dodick has received personal compensation in the range of $500-$4,999 for serving as a Consultant for Headache Cooperative of the Pacific . Dr. Dodick has received personal compensation in the range of $500-$4,999 for serving as a Consultant for Medica Communications. Dr. Dodick has received personal compensation in the range of $500-$4,999 for serving as a Consultant for MJ Healthcare. Dr. Dodick has received personal compensation in the range of $500-$4,999 for serving as a Consultant for Nocira. Dr. Dodick has received personal compensation in the range of $500-$4,999 for serving as a Consultant for Praxis. Dr. Dodick has received personal compensation in the range of $500-$4,999 for serving as a Consultant for Revance . Dr. Dodick has received personal compensation in the range of $500-$4,999 for serving as a Consultant for Synapse Medical Communications. Dr. Dodick has received personal compensation in the range of $10,000-$49,999 for serving as a Consultant for Vector Psychometrics. Dr. Dodick has received personal compensation in the range of $0-$499 for serving as a Consultant for Ayya Biosciences. Dr. Dodick has received personal compensation in the range of $0-$499 for serving as a Consultant for Theranica. Dr. Dodick has received personal compensation in the range of $100,000-$499,999 for serving as a Consultant for Atria. Dr. Dodick has received personal compensation in the range of $10,000-$49,999 for serving as a Consultant for WebMD. Dr. Dodick has received personal compensation in the range of $500-$4,999 for serving as a Consultant for Thomas Jefferson University. Dr. Dodick has received personal compensation in the range of $500-$4,999 for serving as a Consultant for Medforce. Dr. Dodick has received personal compensation in the range of $500-$4,999 for serving as a Consultant for Precision HEOR. Dr. Dodick has received personal compensation in the range of $10,000-$49,999 for serving as a Consultant for Genentech. Dr. Dodick has received personal compensation in the range of $500-$4,999 for serving as a Consultant for Canadian Headache Society. Dr. Dodick has received personal compensation in the range of $500-$4,999 for serving as a Consultant for Headache Cooperative of New England. Dr. Dodick has received personal compensation in the range of $5,000-$9,999 for serving as a Consultant for Amgen Japan. Dr. Dodick has received personal compensation in the range of $0-$499 for serving as an officer or member of the Board of Directors for KingDevick Technologies. Dr. Dodick has received personal compensation in the range of $1,000,000+ for serving as an officer or member of the Board of Directors for Precon Health. Dr. Dodick has received personal compensation in the range of $0-$499 for serving as an officer or member of the Board of Directors for Ontologics. Dr. Dodick has received personal compensation in the range of $0-$499 for serving as an officer or member of the Board of Directors for Matterhorn. Dr. Dodick has received personal compensation in the range of $0-$499 for serving as an officer or member of the Board of Directors for Axon Therapeutics. Dr. Dodick has received personal compensation in the range of $0-$499 for serving as an officer or member of the Board of Directors for Cephalgia Group. Dr. Dodick has stock in Healint. Dr. Dodick has stock in Theranica. Dr. Dodick has stock in Aural Analytics . Dr. Dodick has stock in Epien. Dr. Dodick has stock in Matterhorn. Dr. Dodick has stock in Ontologics. Dr. Dodick has stock in Precon Health. Dr. Dodick has stock in King Devick Technologies. Dr. Dodick has stock in Nocira. Dr. Dodick has stock in Exsano. Dr. Dodick has stock in Palion. Dr. Dodick has stock in AYYA Biosciences. Dr. Dodick has stock in Perfood. Dr. Dodick has stock in Cephalgia Group. Dr. Dodick has stock in Atria Health. Dr. Dodick has stock in Man and Science. Dr. Dodick has stock in Eigenlyfe. An immediate family member of Dr. Dodick has stock in ScotiaLyfe. Dr. Dodick has stock in Axon Therapeutics. The institution of Dr. Dodick has received research support from Department of Defense. The institution of Dr. Dodick has received research support from Patient Centered Outcomes Research Institute. The institution of Dr. Dodick has received research support from Henry Jackson Foundation. Dr. Dodick has received intellectual property interests from a discovery or technology relating to health care. Dr. Dodick has received intellectual property interests from a discovery or technology relating to health care. Dr. Dodick has received intellectual property interests from a discovery or technology relating to health care. Dr. Dodick has received publishing royalties from a publication relating to health care. Dr. Dodick has received publishing royalties from a publication relating to health care. Dr. Dodick has received publishing royalties from a publication relating to health care. Dr. Dodick has a non-compensated relationship as a Chair with American Brain Foundation that is relevant to AAN interests or activities. Dr. Dodick has a non-compensated relationship as a Committee member/Course Director with 好色先生 that is relevant to AAN interests or activities. Dr. Dodick has a non-compensated relationship as a Chair/Immediate Past Chair with American Migraine Foundation that is relevant to AAN interests or activities. Dr. Dodick has a non-compensated relationship as a Chair Global Patient Advocacy Coalition with International Headache Society that is relevant to AAN interests or activities.
Gretchen E. Tietjen, MD An immediate family member of Dr. Tietjen has stock in Johnson & Johnson.
Chia-Chun Chiang, MD (Mayo Clinic) Dr. Chiang has received personal compensation in the range of $500-$4,999 for serving as a Consultant for Satsuma. Dr. Chiang has received personal compensation in the range of $500-$4,999 for serving as a Consultant for Aruene Corporation . Dr. Chiang has received personal compensation in the range of $500-$4,999 for serving as a Consultant for Pfizer. Dr. Chiang has received personal compensation in the range of $500-$4,999 for serving as a Consultant for AbbVie. Dr. Chiang has received personal compensation in the range of $500-$4,999 for serving as a Consultant for Amneal. The institution of Dr. Chiang has received research support from American Heart Association. The institution of Dr. Chiang has received research support from Lundbeck. The institution of Dr. Chiang has received research support from Pfizer.