ReviewInternational journal of molecular medicine2025
Application of liquid biopsy in differentiating lung cancer from benign pulmonary nodules (Review).
Review in International journal of molecular medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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
1 citing paper in PubMed.
- Enhancing lung cancer classification through a double attention hybrid CNN-HiFuse approach.Scientific reports · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The diagnosis of malignant and benign pulmonary nodules has always been a prominent research topic. Accurately distinguishing between these types of lesions, particularly small or ground glass nodules, is crucial for the early detection and proactive treatment of lung cancer, ultimately leading to improved patient survival. Although various imaging methods and tissue biopsies have advanced the diagnostic efficacy of pulmonary nodules, each approach possesses inherent limitations. In recent years, there has been a growing interest in liquid biopsy as a non‑invasive and easily obtainable alternative. Furthermore, in‑depth investigations into the mechanisms underlying tumor initiation and progression have contributed to the development of circulating biomarkers for monitoring treatment response and efficacy in lung cancer. This review provides a comprehensive overview of the current landscape of pulmonary nodule diagnosis while highlighting the latest advancements in liquid biopsy techniques, such as extracellular vesicles, tumor‑educated platelets, non‑coding RNA, circulating tumor DNA and circulating antibodies.
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What Socratic 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 Socratic graph.