Evidence map›Paper›PMID 40457503›Full record

SynthesisSystematic reviews2025

Circulating cell-free DNA methylation as biomarker for lung cancer detection: a systematic review and meta-analysis of diagnostic studies.

Diana Inês Machado, Tiago Brito-Rocha, Sofia Salta, Teresa Monjardino, Rui Henrique, Carmen Jerónimo

Abstract readSystematic ReviewMeta-Analysis
In one paragraph

Synthesis in Systematic reviews, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. A well-designed bridge probe with dual functions of recognition and transduction towards a universal LAMP system.Analytical sciences : the international journal of the Japan Society for Analytical Chemistry · 2026
    Article
  2. Article
  3. Review
  4. Article
  5. Review
  6. [Research Progress of TNMB Staging in Lung Cancer].Zhongguo fei ai za zhi = Chinese journal of lung cancer · 2025
    Review
  7. 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

6 authors.

Diana Inês Machado *Cancer Biology and Epigenetics Group, Research Center of IPO Porto (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center Raquel Seruca (Porto.CCC) and CI-IPOP@RISE (Health Research Network), R. Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal.
Tiago Brito-Rocha *Cancer Biology and Epigenetics Group, Research Center of IPO Porto (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center Raquel Seruca (Porto.CCC) and CI-IPOP@RISE (Health Research Network), R. Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal.
Sofia SaltaCancer Biology and Epigenetics Group, Research Center of IPO Porto (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center Raquel Seruca (Porto.CCC) and CI-IPOP@RISE (Health Research Network), R. Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal.
Teresa MonjardinoEpidemiology, Outcomes, Economics and Management in Oncology Group, Research Center of IPO Porto (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center Raquel Seruca (Porto.CCC) and CI-IPOP@RISE (Health Research Network), R. Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal.
Rui HenriqueCancer Biology and Epigenetics Group, Research Center of IPO Porto (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center Raquel Seruca (Porto.CCC) and CI-IPOP@RISE (Health Research Network), R. Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal. henrique@ipoporto.min-saude.pt.
Carmen JerónimoCancer Biology and Epigenetics Group, Research Center of IPO Porto (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center Raquel Seruca (Porto.CCC) and CI-IPOP@RISE (Health Research Network), R. Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal. carmenjeronimo@ipoporto.min-saude.pt.ORCID 0000-0003-4186-5345

Funding

Nucleo regional do norte da Liga Portuguesa contra o Cancro LPCC-NRN 2023Research center of IPO Porto 74-CI-IPOP-19-2015
6 · The paper itself

Abstract

Lung cancer (LC) is the most incident malignancy and a leading cause of cancer-related fatalities. The lack of dissemination of effective screening tools hinders early detection, resulting in late-stage diagnosis, mostly associated with high mortality. Gene-specific methylation alterations detected in plasma or serum circulation cell-free DNA (ccfDNA) have been investigated as a possible screening tool. Thus, the main aim of this systematic review and meta-analysis was to critically assess published data on the use of ccfDNA methylation-based biomarkers for detection of LC. PubMed, including MEDLINE and Scopus databases, were systematically searched for eligible articles evaluating the diagnostic performance of ccfDNA methylation alterations in that setting. A bivariate random-effect model was employed to calculate pool estimated sensitivity and specificity. Accuracy subgroup analyses, according to histological subtype, stage, and smoker status were carried out. A total of 1961 articles were retrieved, of which 44 met inclusion criteria. The meta-analysis generated a pooled sensitivity of 54% (CI 95% 48-60%) and a pooled specificity of 86% (CI 95% 83-87%) for LC detection. The most frequently tested host-genome methylation markers were RASSF1 A, APC, SHOX2, SOX17, and HOXA9. Overall, methylation analysis of ccfDNA detects LC with high specificity but modest sensitivity. Further research is required to improve diagnostic performance, establish methodological standards and determine whether this might complement existing screening strategies to increase effectiveness. Systematic review registration PROSPERO CRD42023408964.

Indexed as

Biomarkers, TumorCell-Free Nucleic AcidsDNA MethylationLung NeoplasmsEarly Detection of CancerHumansSensitivity and SpecificityTumor Suppressor ProteinsBiomarkers, TumorCell-Free Nucleic AcidsRASSF1 protein, humanTumor Suppressor ProteinsBiomarkersDNA methylationEarly detectionLiquid biopsiesLung cancerScreening

Identifiers

PMID40457503
PMCPMC12128315

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.