Integrated transcriptomic, machine learning, and network pharmacology analyses reveal shared inflammatory biomarkers between intervertebral disc degeneration and osteoporosis.
- DOI
- 10.3389/fimmu.2026.1880102
- Published
- 2026
- Container
- Frontiers in immunology
- Publisher
- Not recorded
- Open access
- yes
Credibility signals
limited evidence Score 45/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.
Show all credibility signals
- cautionDOI registered: No matching Crossref record was present in this response.
- cautionDOI resolves: No matching Crossref record was present in this response.
- not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- supportingOpen access status: Normalized open-access status: open.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Cite this work
BibTeX
@article{allodium:10.3389/fimmu.2026.1880102,
title = {Integrated transcriptomic, machine learning, and network pharmacology analyses reveal shared inflammatory biomarkers between intervertebral disc degeneration and osteoporosis.},
author = {Zheng M and Zhu G and Jiang H and Chen Y and Jiang J and Lin M and Xu Y and Zhang B},
year = {2026},
journal = {Frontiers in immunology},
doi = {10.3389/fimmu.2026.1880102},
url = {https://doi.org/10.3389/fimmu.2026.1880102}
}RIS
TY - JOUR TI - Integrated transcriptomic, machine learning, and network pharmacology analyses reveal shared inflammatory biomarkers between intervertebral disc degeneration and osteoporosis. AU - Zheng M AU - Zhu G AU - Jiang H AU - Chen Y AU - Jiang J AU - Lin M AU - Xu Y AU - Zhang B PY - 2026 JO - Frontiers in immunology DO - 10.3389/fimmu.2026.1880102 UR - https://doi.org/10.3389/fimmu.2026.1880102 ER -
APA
M, Z., G, Z., H, J., Y, C., J, J., M, L., Y, X., & B, Z. (2026). Integrated transcriptomic, machine learning, and network pharmacology analyses reveal shared inflammatory biomarkers between intervertebral disc degeneration and osteoporosis.. Frontiers in immunology. https://doi.org/10.3389/fimmu.2026.1880102
Source records
- pubmed · retrieved 2026-11-10T12:55:49.592Z