Multiomic characterization, immunological and prognostic potential of SMAD3 in pan-cancer and validation in LIHC

Tao Zhou1, Dan Dan Zhang2, Jiejing Jin1

  • 1Jiangxi Key Laboratory of Molecular Medicine, Jiangxi Medical College, The Second Affiliated Hospital of Nanchang University, Nanchang University, Nanchang, 330006, China.

Scientific Reports
|January 3, 2025
PubMed

Insights

The SMAD3 gene, crucial in TGF-β signaling, shows altered expression across many cancers. High SMAD3 levels correlate with poor prognosis, but increased DNA methylation suggests a favorable outcome, indicating its potential as a cancer biomarker and therapeutic target.

Area of Science:

  • Oncology
  • Molecular Biology
  • Bioinformatics

Background:

  • SMAD3 is a key protein in the transforming growth factor-beta (TGF-β) pathway.
  • Aberrant SMAD3 expression is implicated in various cancers.
  • A comprehensive pan-cancer analysis of SMAD3's diagnostic and prognostic utility is lacking.

Purpose of the Study:

  • To investigate the pan-cancer impact of SMAD3 on diagnostic, prognostic, and immunological predictive value.
  • To explore SMAD3's role in cancer development, progression, and therapeutic response.
  • To evaluate SMAD3 as a potential biomarker and therapeutic target in diverse malignancies.

Main Methods:

  • Utilized bioinformatics approaches leveraging TCGA, GTEx, cBioPortal, HPA, and UALCAN databases.
  • Analyzed differential expression, prognosis association, gene mutations, methylation, immune infiltration, single-cell sequencing, and drug sensitivity.
  • Conducted in vitro experiments for Liver Hepatocellular Carcinoma (LIHC) to assess SMAD3 expression and function.

Main Results:

  • Significant SMAD3 expression differences observed between tumor and normal tissues across multiple cancer types.
  • High SMAD3 expression correlated with unfavorable prognoses, while increased DNA methylation indicated a favorable prognosis.
  • SMAD3 expression linked to immune cell infiltration, immune checkpoint genes, RNAm6A methylation, and identified potential therapeutic agents.

Conclusions:

  • SMAD3 exhibits significant differential expression in pan-cancer, associated with prognosis and immune landscape.
  • SMAD3 demonstrates potential as a prognostic biomarker and therapeutic target in various cancers.
  • Further research into SMAD3's precise mechanisms and therapeutic applications is warranted.

Related Concept Videos