Raw Data Library
About
Aims and ScopeAdvisory Board Members
More
Who We Are?
User Guide
Green Science
​
​
EN
Kurumsal BaşvuruSign inGet started
​
​

About
Aims and ScopeAdvisory Board Members
More
Who We Are?
User GuideGreen Science

Language

Kurumsal Başvuru

Sign inGet started
RDL logo

Verified research datasets. Instant access. Built for collaboration.

Navigation

About

Aims and Scope

Advisory Board Members

More

Who We Are?

Contact

Add Raw Data

User Guide

Legal

Privacy Policy

Terms of Service

Support

Got an issue? Email us directly.

Email: info@rawdatalibrary.netOpen Mail App
​
​

© 2026 Raw Data Library. All rights reserved.
PrivacyTermsContact
  1. Raw Data Library
  2. /
  3. Publications
  4. /
  5. Serum methylation of <i>GALNT9</i>, <i>UPF3A</i>, <i>WARS,</i> and <i>LDB2</i> as non-invasive biomarkers for the early detection of colorectal cancer and premalignant adenomas

Verified authors • Institutional access • DOI aware
50,000+ researchers120,000+ datasets90% satisfaction
Preprint
en
2021

Serum methylation of <i>GALNT9</i>, <i>UPF3A</i>, <i>WARS,</i> and <i>LDB2</i> as non-invasive biomarkers for the early detection of colorectal cancer and premalignant adenomas

0 Datasets

0 Files

en
2021
DOI: 10.1101/2021.11.11.21266182

Get instant academic access to this publication’s datasets.

Create free accountHow it works

Frequently asked questions

Is access really free for academics and students?

Yes. After verification, you can browse and download datasets at no cost. Some premium assets may require author approval.

How is my data protected?

Files are stored on encrypted storage. Access is restricted to verified users and all downloads are logged.

Can I request additional materials?

Yes, message the author after sign-up to request supplementary files or replication code.

Advance your research today

Join 50,000+ researchers worldwide. Get instant access to peer-reviewed datasets, advanced analytics, and global collaboration tools.

Get free academic accessLearn more
✓ Immediate verification • ✓ Free institutional access • ✓ Global collaboration
Access Research Data

Join our academic network to download verified datasets and collaborate with researchers worldwide.

Get Free Access
Institutional SSO
Secure
This PDF is not available in different languages.
No localized PDFs are currently available.
Manel Esteller
Manel Esteller

University of Barcelona

Verified
María Gallardo‐Gómez
Mar Rodríguez‐Girondo
Núria Planell
+10 more

Abstract

ABSTRACT Background Early detection through screening programs has proven to be the most effective strategy to reduce the incidence and mortality of colorectal cancer. The most widely implemented non-invasive screening test is the fecal immunochemical test, which presents an inadequate sensitivity for the detection of precancerous advanced adenomas. This fact, together with the modest participation rates in screening programs, highlights the need for a blood test that could improve both the adherence to screening and the selection to colonoscopy. Methods In this study, we conducted a serum-based discovery and validation of circulating cell-free DNA (cfDNA) methylation biomarkers for colorectal cancer screening in a multicentre cohort of 433 serum samples including healthy controls, benign pathologies, advanced adenomas, and colorectal cancer. First, we performed an epigenome-wide methylation analysis with the MethylationEPIC array in 280 cfDNA samples using a pooling approach, followed by a robust prioritization of candidate biomarkers for the joint detection of advanced adenomas and colorectal cancer (advanced neoplasia). Then, candidate biomarkers were validated by pyrosequencing in independent individual 153 cfDNA samples. Results We report GALNT9 , UPF3A , WARS , and LDB2 as new non-invasive methylation biomarkers for the early detection of colorectal advanced neoplasia. A model composed of GALNT9 , UPF3A , WARS , and LDB2 reported a sensitivity of 62.1% and a specificity of 97.4% for the detection of advanced neoplasia. On the other hand, the combination of GALNT9 and UPF3A by logistic regression discriminated advanced neoplasia with 78.8% sensitivity and 100% specificity, outperforming the commonly used fecal immunochemical test and the methylated SEPT9 blood test. Conclusions Serum methylation levels of GALNT9 , UPF3A , WARS , and LDB2 represent highly specific and sensitive novel blood-based biomarkers for the detection of colorectal cancer and premalignant advanced adenomas of both distal and proximal locations. The reported results show the feasibility of DNA sample pooling strategies for biomarker discovery. Overall, this study highlights the utility of cfDNA methylation for the early detection of colorectal neoplasia, with the potential to be implemented as a non-invasive test for colorectal cancer screening.

How to cite this publication

María Gallardo‐Gómez, Mar Rodríguez‐Girondo, Núria Planell, Sebastián Morán, Luís Bujanda, Ane Etxart, Antoni Castells, Francesc Balaguer, Rodrigo Jover, Manel Esteller, Joaquín Cubiella, David Gómez-Cabrero, Loretta De Chiara (2021). Serum methylation of <i>GALNT9</i>, <i>UPF3A</i>, <i>WARS,</i> and <i>LDB2</i> as non-invasive biomarkers for the early detection of colorectal cancer and premalignant adenomas. , DOI: https://doi.org/10.1101/2021.11.11.21266182.

Related publications

Why join Raw Data Library?

Quality

Datasets shared by verified academics with rich metadata and previews.

Control

Authors choose access levels; downloads are logged for transparency.

Free for Academia

Students and faculty get instant access after verification.

Publication Details

Type

Preprint

Year

2021

Authors

13

Datasets

0

Total Files

0

Language

en

DOI

https://doi.org/10.1101/2021.11.11.21266182

Join Research Community

Access datasets from 50,000+ researchers worldwide with institutional verification.

Get Free Access