Document Type

Article

Publication Date

7-11-2025

Abstract

In this study, we conducted high-throughput spatiotemporal analysis of primary cilia length and orientation across 22 mouse brain regions. We developed automated image analysis algorithms, which enabled us to examine over 10 million individual cilia, generating the largest spatiotemporal atlas of cilia. We found that cilia length and orientation display substantial variations across different brain regions and exhibit fluctuations over a 24-h period, with region-specific peaks during light-dark phases. Our analysis revealed unique orientation patterns of cilia, suggesting that cilia orientation within the brain is not random but follows specific patterns. Using BioCycle, we identified rhythmic fluctuations in cilia length across five brain regions: the nucleus accumbens core, somatosensory cortex, and the dorsomedial, ventromedial, and arcuate hypothalamic nuclei. Our findings present novel insights into the brain cilia dynamics, and highlight the need for further investigation into cilia’s role in the brain’s response to environmental changes and regulation of oscillatory physiological processes.

Comments

This article was originally published in PLoS Biology, volume 23, issue 7, in 2025. https://doi.org/10.1371/journal.pbio.3003197

journal.pbio.3003197.s001.zip (6347 kB)
S1 Code. Custom-developed software (Program 1 and Program 2) used to perform high-throughput automated measurements of cilia lengths and angles. https://doi.org/10.1371/journal.pbio.3003197.s001 (ZIP)

journal.pbio.3003197.s002.mp4 (26483 kB)
S1 Video. An instructional video providing a detailed, step-by-step walkthrough of the analysis pipeline. https://doi.org/10.1371/journal.pbio.3003197.s002 (MP4)

journal.pbio.3003197.s003.docx (5550 kB)
S1 Text. Supporting methods, results, and figures (Figs A–G) that provide additional details and analyses related to the main study. https://doi.org/10.1371/journal.pbio.3003197.s003 (DOCX)

journal.pbio.3003197.s004.xlsx (28 kB)
S1 Data. Comparison of automated vs. manual measurements of cilia length and angle, and measurement of cilia density across 22 brain regions. https://doi.org/10.1371/journal.pbio.3003197.s004 (XLSX)

journal.pbio.3003197.s005.xlsx (222 kB)
S2 Data. Regional and brain-wide average cilia lengths calculated using the section-based average method. https://doi.org/10.1371/journal.pbio.3003197.s005 (XLSX)

journal.pbio.3003197.s006.xlsx (129 kB)
S3 Data. Summary of periodic fluctuations in cilia length and angle across 22 brain regions, determined by BioCycle analysis. https://doi.org/10.1371/journal.pbio.3003197.s006 (XLSX)

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