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Multi-omics identification of circulating protein biomarkers for intervertebral disc degeneration using Mendelian randomization and scRNA-seq

Published Online: 2025-07-31

Published Print: 2025-09

Authors

Bai, Fan

Wang, Lingting

Liu, He

He, Yufei

Wang, Hong https://orcid.org/0000-0003-1262-4171
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Text and Data Mining valid from 2025-07-31

Version of Record valid from 2025-07-31
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Article History

Received: 22 January 2025

Revised: 7 July 2025

Accepted: 21 July 2025

First Online: 31 July 2025

Declarations

:

: Not applicable.

: Not applicable. All datasets used for analysis are publicly available. Ethical approval and informed consent are also fully qualified by the institution‐uploaded corresponding data.

: None

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