Deciphering Vascular Smooth Muscle Cell Phenotype Switching via Integrated Single-Cell Transcriptomics and Machine Learning: CX3CR1 and COL1A1 as Novel Diagnostic Biomarkers for Atherosclerosis.

Wang Z, Zhao Z, Hu Z, Ye J.

Open source

DOI: 10.3390/metabo16100742
Published: 2026-10-01
Container: Metabolites
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.3390/metabo16100742,
  title = {Deciphering Vascular Smooth Muscle Cell Phenotype Switching via Integrated Single-Cell Transcriptomics and Machine Learning: \&lt;i\&gt;CX3CR1\&lt;/i\&gt; and \&lt;i\&gt;COL1A1\&lt;/i\&gt; as Novel Diagnostic Biomarkers for Atherosclerosis.},
  author = {Wang Z and  Zhao Z and  Hu Z and  Ye J.},
  year = {2026},
  journal = {Metabolites},
  doi = {10.3390/metabo16100742},
  url = {https://doi.org/10.3390/metabo16100742}
}

RIS

TY  - JOUR
TI  - Deciphering Vascular Smooth Muscle Cell Phenotype Switching via Integrated Single-Cell Transcriptomics and Machine Learning: &lt;i&gt;CX3CR1&lt;/i&gt; and &lt;i&gt;COL1A1&lt;/i&gt; as Novel Diagnostic Biomarkers for Atherosclerosis.
AU  - Wang Z
AU  -  Zhao Z
AU  -  Hu Z
AU  -  Ye J.
PY  - 2026
JO  - Metabolites
DO  - 10.3390/metabo16100742
UR  - https://doi.org/10.3390/metabo16100742
ER  -

APA

Z, W., Z, Z., Z, H., & J., Y. (2026). Deciphering Vascular Smooth Muscle Cell Phenotype Switching via Integrated Single-Cell Transcriptomics and Machine Learning: CX3CR1 and COL1A1 as Novel Diagnostic Biomarkers for Atherosclerosis.. Metabolites. https://doi.org/10.3390/metabo16100742

Source records

europe-pmc · retrieved 2026-11-10T09:35:07.277Z
doaj · retrieved 2026-11-10T09:35:07.265Z

Deciphering Vascular Smooth Muscle Cell Phenotype Switching via Integrated Single-Cell Transcriptomics and Machine Learning: &lt;i&gt;CX3CR1&lt;/i&gt; and &lt;i&gt;COL1A1&lt;/i&gt; as Novel Diagnostic Biomarkers for Atherosclerosis.

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Cite this work

BibTeX

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APA

Source records

Deciphering Vascular Smooth Muscle Cell Phenotype Switching via Integrated Single-Cell Transcriptomics and Machine Learning: <i>CX3CR1</i> and <i>COL1A1</i> as Novel Diagnostic Biomarkers for Atherosclerosis.