Machine learning-based bulk RNA analysis reveals a prognostic signature of 13 cell death patterns and potential therapeutic target of SMAD3 in acute myeloid leukemia.
- DOI
- 10.1186/s12885-025-13658-3
- Published
- 2025 Feb 15
- Container
- BMC cancer
- 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:10.1186/s12885-025-13658-3,
title = {Machine learning-based bulk RNA analysis reveals a prognostic signature of 13 cell death patterns and potential therapeutic target of SMAD3 in acute myeloid leukemia.},
author = {Bao X and Chen Y and Chang J and Du J and Yang C and Wu Y and Sha Y and Li M and Chen S and Yang M and Liu SB},
year = {2025},
journal = {BMC cancer},
doi = {10.1186/s12885-025-13658-3},
url = {https://doi.org/10.1186/s12885-025-13658-3}
}RIS
TY - JOUR TI - Machine learning-based bulk RNA analysis reveals a prognostic signature of 13 cell death patterns and potential therapeutic target of SMAD3 in acute myeloid leukemia. AU - Bao X AU - Chen Y AU - Chang J AU - Du J AU - Yang C AU - Wu Y AU - Sha Y AU - Li M AU - Chen S AU - Yang M AU - Liu SB PY - 2025 JO - BMC cancer DO - 10.1186/s12885-025-13658-3 UR - https://doi.org/10.1186/s12885-025-13658-3 ER -
APA
X, B., Y, C., J, C., J, D., C, Y., Y, W., Y, S., M, L., S, C., M, Y., & SB, L. (2025). Machine learning-based bulk RNA analysis reveals a prognostic signature of 13 cell death patterns and potential therapeutic target of SMAD3 in acute myeloid leukemia.. BMC cancer. https://doi.org/10.1186/s12885-025-13658-3
Source records
- pubmed · retrieved 2026-09-26T20:00:37.526Z