Multi-omics-based molecular classification of adrenocortical carcinoma predicts response to immunotherapy and

Xingwei Jin1, Xianjin Wang1, Zhiyuan Wang2

  • 1Department of UrologyRuijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China.

Discover Oncology
|October 2, 2025
PubMed

Insights

Adrenal cortical carcinoma (ACC) molecular subtypes were identified, guiding personalized treatments. One subtype (MACCS1) shows poor prognosis and is linked to HOXC11, a potential therapeutic target.

Area of Science:

  • Oncology
  • Genomics
  • Molecular Biology

Background:

  • Adrenal cortical carcinoma (ACC) is aggressive with poor outcomes, especially upon metastasis.
  • Current treatments lack efficacy for advanced ACC due to undefined therapeutic targets.
  • New molecular classifications are crucial for developing precise treatment strategies.

Purpose of the Study:

  • To integrate multi-omics data for robust molecular subtyping of ACC.
  • To identify distinct biological phenotypes and drug sensitivities for each subtype.
  • To discover novel prognostic factors and therapeutic targets for ACC.

Main Methods:

  • Integration of transcriptome, epigenetic, and genomic variation data.
  • Application of 10 clustering algorithms to identify molecular subtypes (MACCS1 and MACCS2).
  • Drug sensitivity analysis, random forest modeling, and functional assays (HOXC11 silencing).

Main Results:

  • Two robust ACC molecular subtypes, MACCS1 (proliferation-driven) and MACCS2 (immune-activated), were identified.
  • MACCS2 showed sensitivity to immune checkpoint inhibitors; MACCS1 responded to tyrosine kinase inhibitors.
  • HOXC11 was identified as a prognostic factor in MACCS1, with high expression linked to tumor progression and reduced proliferation upon silencing.

Conclusions:

  • This study establishes a molecular classification (MACCS) for ACC, enabling personalized treatment strategies.
  • MACCS2 is potentially responsive to immunotherapy, while MACCS1 may benefit from targeted therapy.
  • HOXC11 is highlighted as a potential therapeutic target for the MACCS1 subtype of ACC.

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