Super-resolution imaging informed scRNA sequencing analysis reveals the critical role of GDF15 in rejuvenating aged hematopoietic stem cells

Although changes in mitochondrial morphology consistently associated with the aging of hematopoietic stem cells (HSCs), the specific molecular and cellular mechanisms involved are partially unclear. Live-cell super-resolution (SR) microscopy has been used to identify distinct HSC subsets that characterized by mitochondria unique morphologies and spatial distributions. The integration of SR microscopy with single-cell RNA sequencing enabled the classification of approximately 200 HSCs from young and aged mice into 5 discrete clusters. These clusters displayed molecular profiles that corresponded to the observed mitochondria states. An integrated approach combining RNA biomarker analysis and potential regulon assessment revealed previously unrecognized roles of GDF15 in mediating mitochondrial signals and morphologies that influence HSC fate. Thus, combining SR imaging with a bioinformatics pipeline provides an effective method for identifying key molecular players in specific phases of cellular transition, even with a relatively small dataset.

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Publication Details

Journal
Blood Science
Published
2025-05-22
DOI
https://doi.org/10.1097/bs9.0000000000000236
Citations
1
Primary Topic
Single-cell and spatial transcriptomics
Type
article
Field-Weighted Citation Impact
0.81
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Super-resolution imaging informed scRNA sequencing analysis reveals the critical role of GDF15 in rejuvenating aged hematopoietic stem cells

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1 citations
Blood Science
Single-cell and spatial transcriptomics
0.81
article

Super-resolution imaging informed scRNA sequencing analysis reveals the critical role of GDF15 in rejuvenating aged hematopoietic stem cells

Mengxiao Niu, X H Zhang, Liangyi Chen, Huihui Yang, Gang Huang, Wensheng Wei, Pengfei Yuan, Zhongyu Shi, Yongjian Zhang, Xiaolu Zheng, Riguo Fang
article en
1 citations

Abstract

Although changes in mitochondrial morphology consistently associated with the aging of hematopoietic stem cells (HSCs), the specific molecular and cellular mechanisms involved are partially unclear. Live-cell super-resolution (SR) microscopy has been used to identify distinct HSC subsets that characterized by mitochondria unique morphologies and spatial distributions. The integration of SR microscopy with single-cell RNA sequencing enabled the classification of approximately 200 HSCs from young and aged mice into 5 discrete clusters. These clusters displayed molecular profiles that corresponded to the observed mitochondria states. An integrated approach combining RNA biomarker analysis and potential regulon assessment revealed previously unrecognized roles of GDF15 in mediating mitochondrial signals and morphologies that influence HSC fate. Thus, combining SR imaging with a bioinformatics pipeline provides an effective method for identifying key molecular players in specific phases of cellular transition, even with a relatively small dataset.

Blood ScienceVol. 7(2)
The University of Texas at San Antonio Health Science Center (US), Peking University (CN), Chinese Institute for Brain Research (CN), Beijing National Laboratory for Molecular Sciences (CN), National Center of Biomedical Analysis (CN), Center for Life Sciences (CN), State Key Laboratory of Protein and Plant Gene Research
Openalex Percentile: Top 28%
Single-cell and spatial transcriptomics
0.81
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