Evidence map›Paper›PMID 42882836›Full record

ReviewCancers2026

Refining Lung Cancer Care: The Emerging Role of Liquid Biopsy in Screening, Diagnosis, and Precision Oncology.

Hicham Mansour, Omayma Mazouji, Ayman El Hammouti, Ihasane Alloubi, Roberto Incitti, Saïd El Kazzouli, Abdelhak Ouhajjou, Chakib Nejjari

Abstract readReview
In one paragraph

Review in Cancers, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

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.

Hicham MansourEuromed Research Center, Euromed University of Fes (UEMF), Fes 30000, Morocco.
Omayma MazoujiLaboratory of Molecular Chemistry, Materials and Environment (LCME), Department of Geology, Environment and Health (GES), Faculty of Applied Sciences (FSA), Mohamed 1st University, Nador 62700, Morocco.ORCID 0009-0007-4223-5632
Ayman El HammoutiLaboratory of Molecular Chemistry, Materials and Environment (LCME), Department of Geology, Environment and Health (GES), Faculty of Applied Sciences (FSA), Mohamed 1st University, Nador 62700, Morocco.
Ihasane AlloubiThoracic Surgery Department, Mohamed VI University Hospital Center, Tangier 90000, Morocco.
Roberto IncittiEuromed Research Center, Euromed University of Fes (UEMF), Fes 30000, Morocco.ORCID 0000-0001-6554-8489
Saïd El KazzouliEuromed Research Center, Euromed University of Fes (UEMF), Fes 30000, Morocco.ORCID 0000-0001-5021-3571
Abdelhak OuhajjouAl Azhar Oncology Center, Rabat 10000, Morocco.
Chakib NejjariEuromed Research Center, Euromed University of Fes (UEMF), Fes 30000, Morocco.

Funding

IRC (Institut de Recherche sur le Cancer)
6 · The paper itself

Abstract

Lung cancer (LC) remains the leading cause of cancer-related mortality worldwide, representing a major public health challenge. Although low-dose computed tomography is currently the standard screening method for high-risk individuals to reduce mortality, its clinical performance is limited by false-positive findings and restricted accessibility. Emerging biomarker-based liquid biopsy offers a promising non-invasive approach for cancer detection. This narrative review provides a critical overview and evaluation of clinically endorsed liquid biopsy applications for guiding treatment in advanced-stage lung cancer, as well as investigational advances in liquid biopsy for early cancer detection. We also address challenges of current liquid biopsy technologies, the integration of artificial intelligence, implementation improvements, and future perspectives for their adoption into routine clinical practice. To complement this narrative review, a structured search of the ClinicalTrials.gov registry was performed to identify clinical trials evaluating liquid biopsy in lung cancer. Current evidence supports the clinical use of liquid biopsy for molecular profiling and treatment selection in advanced non-small cell lung cancer (NSCLC), whereas its application in early detection, screening, and minimal residual disease (MRD)-guided management remains investigational and requires further prospective validation. Overall, liquid biopsy represents a promising complementary approach to advance precision oncology and improve lung cancer management.

Indexed as

blood testdiagnosisepigenetic testfollow upgenetic testliquid biopsylung cancernon-invasivescreeningtreatment guidance

Identifiers

PMID42882836
PMCPMC13663976

What OpenQuestion holds

Textmetadata
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 OpenQuestion graph.