Rare Variant Association Analysis Uncovers Involvement of VNN2 in Stroke Outcome
Alcaide-Consuegra, E.; Mola-Caminal, M.; Escaramis, G.; Lazcano, U.; Fernandez-Perez, I.; Jimenez-Balado, J.; Giralt Steinhauer, E.; Cuadrado-Godia, E.; Ois, A.; Rodriguez-Campello, A.; Vallverdu-Prats, M.; Medina-Dols, A.; Jimenez, C.; Tur, S.; Diaz-Navarro, R. M.; Bruque, C. D.; Andreu-Somavilla, N.; Gonzalez-Navarrete, I.; Vives-Bauza, C.; Fernandez-Cadenas, I.; Jimenez-Conde, J.; Balcells, S.; Rabionet, R.
Show abstract
BACKGROUNDA strokes functional outcome presents vast variability among patients, which is influenced by age, sex, characteristics of the lesion, and genetic factors. However, there is very little knowledge about stroke recovery genetics. Recently, some GWAS (Genome-Wide Association Studies) have highlighted the involvement of common or low-frequency variants near or within PATJ, PPP1R21, PTCH1, NTN4 and TEK genes, whereas the role of rare variants is still unclear. This study aims to identify the genetic contributions to differences in stroke outcome analyzing the effect of rare variants. METHODSWe performed a pilot study analyzing 90 exomes of extreme good or bad recovery (modified Rankin Scale (mRS) at 3 months 0-1 vs 4-5) to select target genes involved in stroke recovery. To expand this study, 702 additional samples were sequenced by Targeted Next-Generation Sequencing capturing loci selected from the pilot study, GWAS studies and literature input. Here, we performed continuous (mRS 0-6) and dichotomous (mRS 0-1 vs 3-6) analyses, yielding one candidate gene. Protein structure and stability analysis were performed on selected variants. RESULTSOur work identified rare coding variants in VNN2 associated with patients with a better stroke recovery ({Delta}DIC > 10, equivalent to p-value < 0.001). Six rare variants were predicted to significantly affect protein stability ({Delta}{Delta}G > 1.6 kcal/mol), meanwhile, another variant, located in the active site, could affect the electrostatic surface. CONCLUSIONSVNN2 could play a role in post-stroke inflammation altering the cell adhesion and migration of neutrophils during recovery.
Matching journals
The top 13 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
- Whole-genome sequencing identifies variants in ANK1 , LRRN1 , HAS1, and other genes and regulatory regions for stroke in type 1 diabetes 94%
- Altered gene expression profiles impair the nervous system development in individuals with 15q13.3 microdeletion 94%
- Identifying cellular markers of focal cortical dysplasia type II with cell-type deconvolution and single-cell signatures 93%
Similar papers in this journal
- Predictors of acute ischemic cerebral lesions in immune-mediated thrombotic thrombocytopenic purpura and hemolytic uremic syndrome 91%
- Comprehensive transcriptomic analysis shows disturbed calcium homeostasis and deregulation of T lymphocyte apoptosis in inclusion body myositis 91%
- Stroke in adults with primary intracranial tumours 91%
Similar papers in this journal
- Genome-wide association study of COVID-19 Breakthrough Infections and genetic overlap with other diseases: A study of the UK Biobank 94%
- Identification of ATP2B4 regulatory element containing functional genetic variants associated with severe malaria 93%
- Infection of brain pericytes underlying neuropathology of COVID-19 patients 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.