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GREM1, LRPPRC and SLC39A4 as potential biomarkers of intervertebral disc degeneration: a bioinformatics analysis based on multiple microarray and single-cell sequencing data

Crossref DOI link: https://doi.org/10.1186/s12891-023-06854-4

Published Online: 2023-09-12

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Zhang, ZhaoLiang

Huo, JianZhong

Ji, XingHua

Wei, LinDong

Zhang, Jinfeng
Funding

Funding for this research was provided by:

Taiyuan Science and Technology Programme (202201, 202201)

Key Research and Development (R&D) Projects of Shanxi Province (201803D31134, 201803D31134, 201803D31134)

ShanXi Health Care Commission Subjects (2020011, 2020011, 2020011)

ShanXi Applied Basic Research Programme (201901D111409, 201901D111409, 201901D111409)
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Text and Data Mining valid from 2023-09-12

Version of Record valid from 2023-09-12
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Article History

Received: 17 February 2023

Accepted: 5 September 2023

First Online: 12 September 2023

Declarations

:

: The animal experiments involved in this study were in accordance with ARRIVE guidelines and were approved by the Medical Ethics Committee of Shanxi Medical University (SYDL2023008).

: Not applicable.

: The authors declare no competing interests.

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