Evidence map›Paper›PMID 42812529›Full record

ArticleJournal of hepatocellular carcinoma2026

Pan-Cancer Landscape of the Novel Oxygen Sensor ADO and Its Potential Role in Hepatocellular Carcinoma.

Jie Huang, Ying Xu, Yuqing Wang, Yuzhou Nie, Yidan Chen, Juan Shen, Shenglin Ma, Xueqin Chen

Abstract read
In one paragraph

Article in Journal of hepatocellular carcinoma, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Jie HuangDepartment of Thoracic Oncology, Hangzhou Cancer Hospital, Affiliated Hangzhou First People's Hospital, Westlake University School of Medicine, Hangzhou, People's Republic of China.
Ying XuTranslational Research Center, The Fourth School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, People's Republic of China.
Yuqing WangTranslational Research Center, Affiliated Hangzhou First People's Hospital, Westlake University School of Medicine, Hangzhou, People's Republic of China.
Yuzhou NieTranslational Research Center, The Fourth School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, People's Republic of China.
Yidan ChenDepartment of Thoracic Oncology, Hangzhou Cancer Hospital, Affiliated Hangzhou First People's Hospital, Westlake University School of Medicine, Hangzhou, People's Republic of China.
Juan ShenDepartment of Thoracic Oncology, Hangzhou Cancer Hospital, Affiliated Hangzhou First People's Hospital, Westlake University School of Medicine, Hangzhou, People's Republic of China.
Shenglin MaDepartment of Thoracic Oncology, Hangzhou Cancer Hospital, Affiliated Hangzhou First People's Hospital, Westlake University School of Medicine, Hangzhou, People's Republic of China.
Xueqin ChenDepartment of Thoracic Oncology, Hangzhou Cancer Hospital, Affiliated Hangzhou First People's Hospital, Westlake University School of Medicine, Hangzhou, People's Republic of China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Hypoxia is a key driver of tumor progression across cancers, yet oxygen-sensing mechanisms beyond HIFs remain underexplored. 2-Aminoethanethiol dioxygenase (ADO) has recently been identified as an oxygen sensor, but its role in malignancy is poorly defined. We conducted a pan-cancer analysis of ADO with a special focus on hepatocellular carcinoma (HCC), to assess its oncogenic significance and clinical potential. Methods: A multi-omics pan-cancer analysis of ADO expression and survival was performed using TCGA and GTEx, with validation in HCC across ICGC, GEO, and CNHPP proteomic cohorts. Correlations with genetic, epigenetic, immune, and pathways were evaluated. Drug sensitivity was predicted. Functional validation was conducted in HCC cells through proliferation, colony formation, Western blotting, and xenograft assays. Results: ADO was aberrantly expressed across cancers and showed cancer type-specific survival associations. Integrative analyses revealed links with tumor mutation burden, microsatellite instability, chromatin regulator methylation, RNA modification, proliferative signaling (G2M checkpoint, MYC, TGF-β), an immunosuppressive microenvironment, and negative correlations with ROS-responsive genes. In HCC, ADO was consistently overexpressed, associated with advanced stage, poor differentiation, residual disease, and unfavorable survival across independent cohorts. ADO-high HCC showed reduced predicted responsiveness to checkpoint blockade but increased sensitivity to sorafenib and fluorouracil. Experimentally, ADO overexpression activated ERK signaling, upregulated CD276 and HMGB1, and promoted HCC cell proliferation, while ADO depletion suppressed tumor growth in vitro and in vivo, reversible upon re-expression. Conclusion: ADO plays oncogenic and immunomodulatory roles in HCC, and may serve as a potential prognostic biomarker and therapeutic target in liver cancer.

Indexed as

ADOhepatocellular carcinomahypoxiaimmune microenvironmentoxygen sensor

Identifiers

PMID42812529
PMCPMC13620309

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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.