Evidence map›Paper›PMID 41037214›Full record

ArticleDiscover oncology2025

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

Xingwei Jin, Xianjin Wang, Zhiyuan Wang, Baoxing Huang, Xuejian Zhou, Boke Liu, Yuan Shao, Guoliang Lu

Abstract read
In one paragraph

Article in Discover oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Xingwei Jin *Department of UrologyRuijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China.
Xianjin Wang *Department of UrologyRuijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China.
Zhiyuan Wang *Department of Anesthesiology Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China.
Baoxing HuangDepartment of UrologyRuijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China.
Xuejian ZhouDepartment of UrologyRuijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China.
Boke LiuDepartment of UrologyRuijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China.
Yuan ShaoDepartment of UrologyRuijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China. shaoyuan15@hotmail.com.
Guoliang LuDepartment of UrologyRuijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China. lgl_1111@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Adrenal cortical carcinoma (ACC) is a rare and highly aggressive malignant tumor with dismal outcomes. Once metastasis occurs, the 5-year survival rate falls below 15%. Current treatment options offer LIMited benefit for advanced disease, Largely due to the absence of well-defined therapeutic targets, and there is an urgent need to develop new molecular classifications to achieve precise treatment strategies. In this study, we integrated multi-omics data including transcriptome, epigenetic, and genomic variation profiles and applied 10 clustering algorithms, identifying two robust molecular subtypes of ACC: Multi-Omics ACC Consensus Subtyping (MACCS)1 and MACCS2. Biologically, MACCS1 exhibits a proliferation-driven phenotype, whereas MACCS2 displays an immune activation state. Drug sensitivity analysis further revealed that MACCS2 tumors were more responsive to immune checkpoint inhibitors, while MACCS1 showed sensitivity to antiangiogenic tyrosine kinase inhibition. Using a random forest algorithm, we identified HOXC11 as a key prognostic factor within MACCS1, with high expression associated with tumor progression. Functional assays confirmed that silencing HOXC11 significantly reduced the proliferation of ACC cells. Survival analysis showed that the prognosis of patients with MACCS1 had markedly worse outcomes compared to those with MACCS2. Collectively, this study provides a theoretical basis for the molecular classification of ACC and personalized precision treatment, such as immunotherapy and targeted therapy, and highlight HOXC11 as a potential therapeutic target.

Indexed as

Adrenocortical carcinomaMolecular classificationMulti-omics integrated analysisTargeted therapy

Identifiers

PMID41037214
PMCPMC12491137

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.