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

  • Zhongyu Shi
  • , Xuefei Zhang
  • , Huihui Yang
  • , Xiaolu Zheng
  • , Mengxiao Niu
  • , Yongjian Zhang
  • , Pengfei Yuan
  • , Wensheng Wei
  • , Gang Huang
  • , Riguo Fang
  • , Liangyi Chen

Research output: Contribution to journalArticlepeer-review

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.

Original languageEnglish (US)
Pages (from-to)e00236
JournalBlood Science
Volume7
Issue number2
DOIs
StatePublished - May 22 2025
Externally publishedYes

Keywords

  • Hematopoietic stem cells
  • Mitochondria
  • Super-resolution microscopy
  • scRNA sequencing

ASJC Scopus subject areas

  • Hematology

Fingerprint

Dive into the research topics of 'Super-resolution imaging informed scRNA sequencing analysis reveals the critical role of GDF15 in rejuvenating aged hematopoietic stem cells'. Together they form a unique fingerprint.

Cite this