A single-nucleus RNA-seq dataset of the colon in Pink1-deficient and wild-type mice

PTEN-induced kinase 1 (Pink1), a familial Parkinson's associated gene, is a key regulator of mitochondrial and cellular energy homeostasis. Mutations in Pink1 disrupt mitophagy and perturbations in gastrointestinal homeostasis. This suggests the possibility that Pink1 deficiency may influence neurodegenerative processes by altering gut-to-brain signaling mechanisms. To facilitate investigation of gut-specific consequences of Pink1 deficiency, we generated a single-nucleus RNA sequencing (snRNA-seq) dataset from gut tissue of wild-type (WT) and Pink1 knockout (KO) mice. We identified major cell populations such as goblet cells, immune cells, and colonocytes, and characterized their transcriptional profiles. For technical validation, we utilized a publicly available murine gut (snRNA-seq) dataset. We then applied anchor-based label transfer and confirmed cell-type assignments via random forest classification. This rigorously validated dataset provides a robust resource for exploring shifts in cell-type composition and transcriptional alterations associated with Pink1 loss.

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Publication Details

Journal
Scientific Data
Published
2026-04-06
DOI
https://doi.org/10.1038/s41597-026-07193-4
Primary Topic
Genetic factors in colorectal cancer
Type
article
Field-Weighted Citation Impact
0.00

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article

A single-nucleus RNA-seq dataset of the colon in Pink1-deficient and wild-type mice

Yiseul Bae, Muhammad Junaid, Soo Jung Park, Su Bin Lim et al.
Scientific Data
Genetic factors in colorectal cancer
article

A single-nucleus RNA-seq dataset of the colon in Pink1-deficient and wild-type mice

Yiseul Bae, Muhammad Junaid, Soo Jung Park, Su Bin Lim, Eun Jeong Lee
article en

Abstract

PTEN-induced kinase 1 (Pink1), a familial Parkinson's associated gene, is a key regulator of mitochondrial and cellular energy homeostasis. Mutations in Pink1 disrupt mitophagy and perturbations in gastrointestinal homeostasis. This suggests the possibility that Pink1 deficiency may influence neurodegenerative processes by altering gut-to-brain signaling mechanisms. To facilitate investigation of gut-specific consequences of Pink1 deficiency, we generated a single-nucleus RNA sequencing (snRNA-seq) dataset from gut tissue of wild-type (WT) and Pink1 knockout (KO) mice. We identified major cell populations such as goblet cells, immune cells, and colonocytes, and characterized their transcriptional profiles. For technical validation, we utilized a publicly available murine gut (snRNA-seq) dataset. We then applied anchor-based label transfer and confirmed cell-type assignments via random forest classification. This rigorously validated dataset provides a robust resource for exploring shifts in cell-type composition and transcriptional alterations associated with Pink1 loss.

Scientific Data
Ajou University (KR)
Korea Health Industry Development Institute, National Research Foundation of Korea
Zero hunger
Openalex Percentile: Top 8%
Genetic factors in colorectal cancer
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