Digital Assessment of Objective and Patient-Reported Cognition Across Migraine Phases: Results from the MIND Cohort
Khorsand, B.; Teichrow, D.; Jicha, C. J.; Minen, M. T.; Seng, E.; Lipton, R. B.; Ezzati, A.
Show abstract
ObjectiveMigraine attacks are frequently accompanied by patient-reported "subjective" cognitive symptoms, but objective findings have been inconsistent. We used high-frequency, smartphone-based cognitive testing to assess within-person changes in subjective and objective cognition across migraine phases using daily diaries. MethodsAdults with migraine were recruited through social media. Eligible participants met ICHD-3 migraine criteria and had 3 to 22 monthly headache days. For 30 days, they completed daily smartphone-based reports on headache features, cognitive symptoms, and three smartphone-based objective cognitive tasks. Objective tests included Symbol Search (processing speed/visual search), Color Dots (visual working memory/attention), and Grid Memory (visuospatial working memory). Primary analyses contrasted assessments on current headache days (ictal) versus days with no headache (nonictal). When possible, non-ictal days were subclassified using information from adjacent days as pre-ictal, post-ictal, and interictal days. Outcomes included subjective cognition, reaction time (mean across correctly scored trials), accuracy, and a speed-accuracy composite (Reaction Time/Accuracy). Mixed-effects models adjusted for age, sex, and practice effects. ResultsThe 139 eligible participants (84.9% female; mean age 38.2 years) contributed 3,014 person-days for ictal versus nonictal comparisons (2,097 nonictal; 917 ictal); for 1,828 person-days precise phase classification was possible. Subjective cognitive symptoms were worse on ictal days, with higher odds of more severe brain fog (OR=3.39, 95% CI 2.70-4.27) and task forgetting (OR=2.82, 95% CI 2.29-3.49). In adjusted models, reaction times were slower on ictal days for Symbol Search (reaction time ratio =1.043, 95% CI 1.028-1.059) and Color Dots (ratio=1.015, 95% CI 1.003-1.026) but not Grid Memory (reaction time ratio =1.006, 95% CI 0.985-1.028). Grid Memory accuracy was lower on ictal days (OR=0.867, 95% CI 0.823-0.914). In analyses based on phase, most nonictal phases showed faster reaction time and lower subjective symptom burden relative to ictal days, with limited differentiation among preictal, postictal, and interictal periods. ConclusionsIn persons with migraine, daily smartphone assessments revealed subjective cognitive impairment on ictal vs nonictal days in brain fog and forgetfulness. Objective testing revealed slowing in processing speed and attention and modest differences in the accuracy of working-memory. High-frequency digital cognition appears feasible and may provide scalable functional endpoints for real-world monitoring and treatment evaluation.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Subjective sleep quality and objective sleep physiology in migraineurs: a meta-analysis 92%
- Enhanced reflexive eye closure is mediated by ipRGC signals and is specific to migraine with visual aura 92%
- Regional distribution of anoxic brain injury after cardiac arrest: clinical and electrographic correlates 88%
Similar papers in this journal
- Prediction of Central Post-Stroke Pain by Quantitative Sensory Testing 90%
- Propranolol reduces Parkinson’s tremor and inhibits tremor-related activity in the motor cortex: a placebo-controlled crossover trial 90%
- Lesions causing Alice in Wonderland Syndrome map to a common brain network linking body and size perception 89%
Similar papers in this journal
- Safe Non-opioid and Non-barbiturate containing Acute Medication Combinations in Headache: An Exhaustive Approach Based on DrugBank Database 90%
- Sleep, pain, and neurodegeneration: A Mendelian randomization study 89%
- Longitudinal Assessment of Glymphatic Changes Following Mild Traumatic Brain Injury: Insights from PVS burden and DTI-ALPS Imaging 88%
Similar papers in this journal
- Differential fMRI neural synchrony associated with migraine during naturalistic stimuli with negative emotional valence 92%
- Major sex differences in migraine prevalence among occupational categories: a cross-sectional study using UK Biobank 92%
- An interdisciplinary outpatient therapy program for children and adolescents with headache - real world data 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.