Leveraging cfDNA fragmentomic features for the early detection of colorectal cancer

This study demonstrates that cfDNA fragmentomic profiling, particularly differential patterns of <i>Alu</i> and LTR elements, effectively discriminates benign from malignant colorectal lesions. These findings validate the clinical utility of repetitive element analysis and provide a foundation for developing improved non-invasive CRC diagnostics through machine learning approaches incorporating genomic features.

Authors

Institutions

Publication Details

Journal
Frontiers in Immunology
Published
2026-01-28
DOI
https://doi.org/10.3389/fimmu.2026.1705156
Primary Topic
Cancer Genomics and Diagnostics
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Leveraging cfDNA fragmentomic features for the early detection of colorectal cancer

Hanchen Zhao, Bingjun Bai, Dengyong Xu, Ji Lin et al.
Frontiers in Immunology
Cancer Genomics and Diagnostics
article

Leveraging cfDNA fragmentomic features for the early detection of colorectal cancer

Hanchen Zhao, Bingjun Bai, Dengyong Xu, Ji Lin, L. Shan, Juhang Bao, Jie Chen, Hanqing Zhang, Ziao Lin, Jianfei Huang, Wei Xue, Wenjia Liu
article en

Abstract

This study demonstrates that cfDNA fragmentomic profiling, particularly differential patterns of <i>Alu</i> and LTR elements, effectively discriminates benign from malignant colorectal lesions. These findings validate the clinical utility of repetitive element analysis and provide a foundation for developing improved non-invasive CRC diagnostics through machine learning approaches incorporating genomic features.

Frontiers in ImmunologyVol. 17
Wenzhou Medical University (CN), First Affiliated Hospital of Wenzhou Medical University (CN), Sir Run Run Shaw Hospital (CN), Shaoxing No.6 People's Hospital (CN), Argos Therapeutics (United States) (US), Shanghai Traditional Chinese Medicine Hospital (CN), Second Affiliated Hospital of Nanjing Medical University (CN), InterScience (United States) (US), Ningbo University Affiliated Hospital (CN), Shaoxing People's Hospital (CN), Ningbo First Hospital (CN), Zhejiang University (CN), University of California, Davis (US)
Johnson Cancer Research Center, Kansas State University
Reduced inequalities
Openalex Percentile: Top 75%
Cancer Genomics and Diagnostics
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.