Related Experiment Video
Updated: Jun 12, 2025

Identification of Disease-related Spatial Covariance Patterns using Neuroimaging Data
Published on: June 26, 2013
Landscape of stroke comorbidities: A disease-wide association study
1Beijing Institute of Basic Medical Sciences, 27 Taiping Road, Beijing 100850, China; Academy of Military Medical Sciences, 27 Taiping Road, Beijing 100850, China.
None:
Stroke is a leading cause of death and disability worldwide, with diverse comorbidities that influence its clinical outcomes. However, a comprehensive understanding of the short- and long-term patterns of stroke-related comorbidities remains limited. To address this gap, we conducted a disease-wide association study (DWAS) to systematically explore the landscape of stroke comorbidities in a population-based cohort. Using data from the FinnGen cohort, which included 337,194 participants and 27,496 ischemic stroke cases, we analyzed 1,757 medical events as potential stroke comorbidities. We employed Cox proportional hazards regression, adjusting for sex and age, to identify significant associations between stroke and these medical events. Comorbidities were classified into pre- and post-stroke categories, and their temporal patterns were analyzed over a 1- to 15-year follow-up period. Our findings revealed that stroke comorbidities span multiple disease taxonomies, with significant enrichment in the circulatory, digestive, and musculoskeletal systems. Notably, the study identified distinct pre-stroke and post-stroke comorbidities that persist or evolve over time, supporting the concept of a disease continuum. These temporal patterns suggest that stroke risk and outcomes are shaped by sequential comorbidities rather than simultaneous occurrences. This study provides the most comprehensive profile of stroke comorbidities to date, highlighting the interconnected nature of diseases. By mapping the progression of comorbidities across time and disease categories, DWAS offers valuable insights for early intervention and long-term treatment. Our findings emphasize the importance of viewing stroke as part of a broader disease continuum, offering new opportunities for prevention, diagnosis, and treatment strategies tailored to individual risk profiles.
Related Concept Videos
Ischemic Heart Disease: Overview
Atherosclerosis, the primary malefactor, orchestrates this dangerous condition. It manifests as the accumulation of fatty deposits, akin to insidious plaques, within arterial walls. As time elapses, these plaques metamorphose, hardening and...
Regulation of Stroke Volume
Preload refers to the degree of stretch on the heart before it contracts. It's analogous to the stretching of a rubber band; the more it's stretched, the more forcefully it snaps back. This concept is encapsulated in the Frank-Starling law of the...
Genome-wide Association Studies-GWAS
GWAS does not require the identification of the target gene involved in...
Alzheimer's Disease: Overview
The clinical diagnosis of AD hinges on the presence of memory and other cognitive impairments. Biomarkers, such as changes in Aβ...
COPD: Pathogenesis and Clinical Features
The primary cause for the onset of COPD is cigarette smoking and exposure to air pollution. These hazardous factors initiate a chain reaction within the lungs, resulting in chronic inflammation, damage to the airways, and a...
Psychoneuroimmunology: Cardiovascular Disease
A key area of focus in PNI is the relationship between stress and coronary...

