Evidence map›Paper›PMID 41169616›Full record

ReviewFrontiers in molecular biosciences2025

Advances of nanopore direct sequencing technology and bioinformatics analysis for cell-free DNA detection and its clinical applications in cancer liquid biopsy.

Jiaxin Tan, Zetong Wu, Yunya Zhu, Biyuan Miao, Daofeng Xu, Jia Gu, Maohong Hu, Pingping Xu, Shaogui Wan

Abstract readReview
In one paragraph

Review in Frontiers in molecular biosciences, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Review
  2. Circulating Tumor DNA as a Biomarker for Melanoma Prognosis and Therapy.American journal of clinical dermatology · 2026
    Review
  3. Article
  4. Review
  5. Review
  6. Article
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

9 authors.

Jiaxin Tan *Institute of Genomics and Precision Medicine, School of Medical Technology, Gannan Medical University, Ganzhou, China.
Zetong Wu *Institute of Genomics and Precision Medicine, School of Medical Technology, Gannan Medical University, Ganzhou, China.
Yunya Zhu *Department of General Medicine, First Affiliated Hospital of Gannan Medical University, Ganzhou, China.
Biyuan MiaoInstitute of Genomics and Precision Medicine, School of Medical Technology, Gannan Medical University, Ganzhou, China.
Daofeng XuDepartment of Hepatobiliary Surgery, The First Affiliated Hospital of Gannan Medical University, Ganzhou, China.
Jia GuDepartment of Data Science, City University of Macau, Macau, China.
Maohong HuInstitute of Genomics and Precision Medicine, School of Medical Technology, Gannan Medical University, Ganzhou, China.
Pingping XuDepartment of Colorectal Surgery, Zhongshan Hospital, Fudan University, Shanghai, China.
Shaogui WanInstitute of Genomics and Precision Medicine, School of Medical Technology, Gannan Medical University, Ganzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cell-free DNA (cfDNA) containing cancer information has become a key biomarker for cancer liquid biopsy. Current next-generation sequencing (NGS) technology for cfDNA detection often fail to capture multiomics information, such as fragmentomics, epigenetics, and genetics, in a single assay. Recently, Oxford Nanopore Technologies (ONT) has demonstrated advantages in acquiring cfDNA's multiomics data by a single sequencing run. In this review, we summarize the recent advancements in library preparation and bioinformatic analyses for cfDNA methylation, copy number variations (CNVs), as well as other biomarkers derived from cfDNA sequencing on the ONT platform. Furthermore, we highlight the latest research progress in the clinical applications of multi-dimensional cfDNA features and outline the future directions of nanopore cfDNA sequencing. Overall, this review updates the understanding of cfDNA detection using nanopore sequencing, providing valuable insights for studies of cfDNA in cancer.

Indexed as

cell-free DNAcopy number variationsliquid biopsymethylationnanopore sequencing

Identifiers

PMID41169616
PMCPMC12568403

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Registered trials

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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.