Evidence map›Paper›PMID 41602411›Full record

SynthesisFrontiers in oncology2025

Utility and clinical effectiveness of liquid biopsy-based DNA methylation testing in early tumor screening and diagnosis, emphasizing older adult populations: a systematic review and meta-analysis.

Yujuan Gao, Haoyu Xu, Juan Li, Minli Li, Desheng Zhu

Abstract readSystematic Review
In one paragraph

Synthesis in Frontiers in 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

5 authors.

Yujuan GaoDepartment of Radiation Oncology, Tai'an Cancer Hospital, Tai'an, China.
Haoyu XuDepartment of Gastroenterology and Hepatology, Nanjing Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China.
Juan LiDepartment of Radiation Oncology, Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China.
Minli LiDepartment of Gastroenterology and Hepatology, Nanjing Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China.
Desheng ZhuDepartment of Urology, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, Zhejiang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The global aging population faces a disproportionate burden of lung cancer, creating an urgent need for minimally invasive screening methods. Liquid biopsy-based DNA methylation testing, particularly targeting the cysteine dioxygenase type 1 (CDO1) gene promoter, has emerged as a promising approach for early cancer detection. This study aims to systematically evaluate the diagnostic value of CDO1 promoter methylation in lung cancer using liquid biopsies. Methods: A comprehensive literature search was conducted across PubMed/MEDLINE, Embase, Web of Science, and Cochrane Library from inception to 28Th September, 2025. Studies reporting CDO1 promoter methylation in liquid biopsies (blood, urine, or sputum) for lung cancer detection with histological confirmation were included. Methodological quality was assessed using QUADAS-2. Bivariate random-effects models were used to calculate pooled sensitivity, specificity, diagnostic odds ratio (DOR), positive/negative likelihood ratios (PLR/NLR), and 95% confidence intervals. Results: Seven studies involving 655 lung cancer cases and 402 controls were included. CDO1 methylation demonstrated pooled sensitivity of 0.72 and specificity of 0.89 for blood-based liquid biopsies, and 0.66 and 0.87 for non-blood specimens, respectively. The overall diagnostic odds ratio was 19.13 (95% CI: 13.53-26.84), with positive and negative likelihood ratios of 7.73 (95% CI: 5.77-10.35) and 0.32 (95% CI: 0.26-0.39). No significant heterogeneity was observed across studies (I² = 0% for all parameters). Subgroup analyses revealed consistent performance across different specimen types and geographic regions. Conclusion: CDO1 promoter methylation detection in liquid biopsies shows robust diagnostic accuracy for lung cancer, with performance characteristics supporting its potential clinical utility, particularly for older populations who face barriers to conventional screening. The consistency across diverse specimen types and populations underscores its promise as a minimally invasive screening tool.

Indexed as

aging populationCDO1DNA methylationearly diagnosisliquid biopsylung cancer

Identifiers

PMID41602411
PMCPMC12832247

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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.