ArticleFrontiers in molecular biosciences2026
Exploring the role of adenosine deaminase in esophageal cancer and its potential for traditional Chinese medicine intervention.
Article in Frontiers in molecular biosciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Introduction: This study aims to systematically elucidate the association of adenosine deaminase with esophageal cancer from a genetic perspective and explore its potential underlying mechanisms and intervention strategies. Methods: Through multi-level integrative analysis, two-sample Mendelian randomization analysis was performed, followed by serum validation in an independent case-control cohort. Transcriptomic analysis, co-expression network enrichment, single-cell RNA sequencing, reverse network pharmacology screening, and molecular docking simulation were conducted. Results: Mendelian randomization identified adenosine deaminase as a potential risk factor for esophageal cancer (OR = 1.23, 95% CI: 1.00-1.52). Significantly elevated serum ADA levels were validated in patients. ADA expression was upregulated in tumor tissues, and its co-expression network was significantly enriched in pathways related to "proteasome" and "protein folding." Single-cell analysis showed high ADA expression primarily in plasma cells and plasmacytoid dendritic cells. Two potential lead compounds, catechin and flavoxanthin, were identified to stably bind to ADA. Discussion: Collectively, these findings suggest a potential role for ADA in the occurrence of esophageal cancer and highlight its possible relevance as a therapeutic target, providing new directions for early intervention and targeted therapy of esophageal cancer.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.