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Single-cell RNA sequencing and Mendelian randomization, revealing molecular mechanisms and causal correlation of immune-related genes in periodontitis

Crossref DOI link: https://doi.org/10.1038/s41598-025-19438-0

Published Online: 2025-10-13

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

Authors

Qiu, Xuedi

Yang, Fan

Li, Chenxi

Wang, Jian

Yuan, Yawen

Guo, Chao
Funding

Funding for this research was provided by:

Science Fund of Bingtuan,China (2024ZD072)
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Text and Data Mining valid from 2025-10-13

Version of Record valid from 2025-10-13
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Article History

Received: 21 October 2024

Accepted: 9 September 2025

First Online: 13 October 2025

Declarations

:

: The authors declare no competing interests.

: This study was conducted in accordance with the principles of the Declaration of Helsinki. Ethical approval was obtained from the Ethics Committee of the First Affiliated Hospital of Shihezi University School of Medicine (No: KJ-2024-295-02). Informed consent was obtained from all participants.

: All authors consent to the publication of this manuscript in Journal of BMC Oral Health. Our manuscript adheres to the STROBE-MR guidelines.

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