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Updated: Oct 17, 2025

Artificial Intelligence Approaches to Assessing Primary Cilia
Published on: May 1, 2021
Dynamic Changes of Brain Cilia Transcriptomes across the Human Lifespan.
Siwei Chen1,2, Wedad Alhassen3, Roudabeh Vakil Monfared3
1Department of Computer Science, School of Information and Computer Sciences, University of California-Irvine, Irvine, CA 92617, USA.
Brain primary cilia (sensory organelles) change throughout life. Their structural and functional components show age-dependent expression patterns, impacting brain health and disorders.
Area of Science:
- Neuroscience
- Cell Biology
- Genetics
Background:
- Primary cilia are crucial microtubule-based sensory organelles found on nearly all brain cells.
- Cilia play vital roles in neurodevelopment, brain maturation, and adult brain signaling.
- Cilia structure and function likely change across the human lifespan, influencing brain physiology.
Purpose of the Study:
- To investigate age-dependent expression patterns of cilia's structural and functional components in the human brain.
- To identify brain regions with significant age-related changes in cilia gene expression.
- To explore the implications of these changes for normal brain function and age-related disorders.
Main Methods:
- Acquired cilia transcriptomic data from 16 human brain regions using the BrainSpan Atlas.
- Analyzed age-dependent expression patterns using linear regression and calculated regression coefficients.
- Identified differentially expressed genes with age (DEGAs) in cilia transcripts.
Main Results:
- 67% of cilia transcripts were DEGAs in at least one brain region, with region-specific patterns.
- Most DEGAs were upregulated with age, particularly basal body components, with notable exceptions like specific tubulin subunits and SNAP-25.
- Specific tubulin subunits (TUBA1A, TUBB2A, TUBB2B) downregulated, while SNAP-25 upregulated across most brain regions with age.
Conclusions:
- Significant age-dependent dynamics exist in cilia structural and functional components across the human lifespan.
- These dynamics are crucial for normal brain circuit physiology.
- Cilia signaling may play a key role in the pathophysiology of age-related neurological and psychiatric disorders.
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