Post Stroke Motor Recovery Genome-Wide Association Study: A Domain-Specific Approach
Aldridge, C. M.; Braun, R.; Keene, K.; Hsu, F.-C.; Sale, M.; Worrall, B.
Show abstract
BackgroundIn this genome wide association study (GWAS) we aimed to discover single nucleotide polymorphisms (SNPs) associated with motor recovery post-stroke. MethodsWe used the Vitamin Intervention for Stroke Prevention (VISP) dataset of 2,100 genotyped patients with non-disabling stroke. Of these, 488 patients had motor impairment at enrollment. Genotyped data underwent strict quality control and imputation. The GWAS utilized logistic regression models with generalized estimating equations (GEE) to leverage the repeated NIH Stroke Scale (NIHSS) motor score measurements spanning 6 time points over 24 months. The primary outcome was a decrease in the motor drift score of [≥] 1 vs. < 1 at each timepoint. Our model estimated the odds ratio of motor improvement for each SNP after adjusting for age, sex, race, days from stroke to visit, initial motor score, VISP treatment arm, and principal components. ResultsAlthough no associations reached genome-wide significance (p < 5 x 10-8), our analysis detected 115 suggestive associations (p < 5 x 10-6). Notably, we found multiple SNP clusters near genes with plausible neuronal repair biology mechanisms. The CLDN23 gene had the most convincing association which affects blood-brain barrier integrity, neurodevelopment, and immune cell transmigration. ConclusionWe identified novel suggestive genetic associations with the first ever motor-specific post stroke recovery GWAS. The results seem to describe a distinct stroke recovery phenotype compared to prior genetic stroke outcome studies that use outcome measures, like the mRS. Replication and further mechanistic investigation are warranted. Additionally, this study demonstrated a proof-of-principle approach to optimize statistical efficiency with longitudinal datasets for genetic discovery.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Physician-confirmed and administrative definitions of stroke in UK Biobank reflect the same underlying genetic trait 94%
- Preliminary outcomes of combined treadmill and overground high-intensity interval training in ambulatory chronic stroke 93%
- Short-term Functional Outcomes of Patients with acute intracerebral hemorrhage in the Native and Expatriate Population 92%
Similar papers in this journal
- Whole Exome Sequencing Analyses Support a Role of Vitamin D Metabolism in Ischemic Stroke 93%
- Continuous theta-burst stimulation of the contralesional primary motor cortex for promotion of upper limb recovery after stroke: a randomized controlled trial 93%
- Effect of Time to Thrombolysis on Clinical Outcomes in Patients with Acute Ischemic Stroke Treated with Tenecteplase Compared to Alteplase: Analysis from the AcT Randomized Controlled Trial 93%
Similar papers in this journal
- The whole day matters after stroke: Study protocol for a randomized controlled trial investigating the effect of a 'sit less, move more, sleep better program early after stroke 94%
- Short report: Targeted analysis of whole exome sequencing data in Indian cryptogenic stroke patients 93%
- Continuous administration of the p38α inhibitor neflamapimod during the subacute phase after transient ischemia-induced stroke in the rat promotes dose-dependent functional recovery accompanied by increase in brain BDNF protein level 93%
Similar papers in this journal
"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.