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Published on: July 3, 2014
ICA1L Is Associated with Small Vessel Disease: A Proteome-Wide Association Study in Small Vessel Stroke and
Natalia Cullell1,2,3,4, Cristina Gallego-Fábrega1, Jara Cárcel-Márquez1,5
1Stroke Pharmacogenomics and Genetics Group, Biomedical Research Institute Sant Pau, 08041 Barcelona, Spain.
Insights
This study reveals ICA1L protein levels in the brain are causally linked to small vessel strokes (SVS) and non-lobar intracerebral haemorrhages (ICH). These findings highlight cis-regulation of ICA1L as a key mechanism in cerebral small vessel disease outcomes.
Area of Science:
- Neuroscience
- Genetics
- Proteomics
Background:
- Small vessel strokes (SVS) and intracerebral haemorrhages (ICH) are acute outcomes of cerebral small vessel disease (SVD).
- Previous genetic studies identified loci associated with both SVS and ICH, but cis-regulation at the protein level remained unstudied.
- Understanding protein-level regulation is crucial for elucidating SVD pathogenesis.
Purpose of the Study:
- To investigate the common protein-level cis-regulatory mechanisms underlying SVS and ICH using a proteome-wide association study (PWAS).
- To identify specific proteins whose expression is associated with both SVS and ICH.
- To explore the causal relationship between protein expression and these SVD outcomes.
Main Methods:
- Integrated genome-wide association study (GWAS) and brain proteomic data using FUSION for PWAS.
- Utilized dorsolateral prefrontal cortex (dPFC) proteomes from ROS/MAP and summary statistics for SVS and ICH GWAS.
- Employed co-localization (COLOC) and summary data-based Mendelian randomization (SMR) for validation and causality assessment.
Main Results:
- Identified ICA1L as a protein significantly associated with both SVS and non-lobar ICH in discovery and validation PWAS.
- High co-localization posterior probability supported shared genetic regulation for ICA1L.
- SMR analysis confirmed a causal association between brain ICA1L protein expression and SVS/non-lobar ICH.
Conclusions:
- The association of ICA1L with SVS and non-lobar ICH is mediated by cis-regulation of its protein levels in the brain.
- ICA1L represents a potential therapeutic target for mitigating SVD-related stroke and hemorrhage.
- This study provides novel insights into the molecular mechanisms of cerebral small vessel disease.
Abstract:
Small vessel strokes (SVS) and intracerebral haemorrhages (ICH) are acute outcomes of cerebral small vessel disease (SVD). Genetic studies combining both phenotypes have identified three loci associated with both traits. However, the genetic cis-regulation at the protein level associated with SVD has not been studied before. We performed a proteome-wide association study (PWAS) using FUSION to integrate a genome-wide association study (GWAS) and brain proteomic data to discover the common mechanisms regulating both SVS and ICH. Dorsolateral prefrontal cortex (dPFC) brain proteomes from the ROS/MAP study (N = 376 subjects and 1443 proteins) and the summary statistics for the SVS GWAS from the MEGASTROKE study (N = 237,511) and multi-trait analysis of GWAS (MTAG)-ICH−SVS from Chung et al. (N = 240,269) were selected. We performed PWAS and then a co-localization analysis with COLOC. The significant and nominal results were validated using a replication dPFC proteome (N = 152). The replicated results (q-value < 0.05) were further investigated for the causality relationship using summary data-based Mendelian randomization (SMR). One protein (ICA1L) was significantly associated with SVS (z-score = −4.42 and p-value = 9.6 × 10−6) and non-lobar ICH (z-score = −4.8 and p-value = 1.58 × 10−6) in the discovery PWAS, with a high co-localization posterior probability of 4. In the validation PWAS, ICA1L remained significantly associated with both traits. The SMR results for ICA1L indicated a causal association of protein expression levels in the brain with SVS (p-value = 3.66 × 10−5) and non-lobar ICH (p-value = 1.81 × 10−5). Our results show that the association of ICA1L with SVS and non-lobar ICH is conditioned by the cis-regulation of its protein levels in the brain.
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