[PDF][PDF] The deep DNA machine learning model to classify the tumor genome of patients with tumor sequencing

J Logeshwaran, N Adhikari, SS Joshi… - … Journal of Health …, 2022 - researchgate.net
In general, the various medical systems currently available provide insights into changes in
the tumor genome of patients with tumor sequencing. Most of the tumor DNA sequencing …

How to translate DNA methylation biomarkers into clinical practice

W Wagner - Frontiers in Cell and Developmental Biology, 2022 - frontiersin.org
Recent advances in sequencing technologies provide unprecedented opportunities for
epigenetic biomarker development. Particularly the DNA methylation pattern—which is …

Liquid biopsy in cancer current: status, challenges and future prospects

L Ma, H Guo, Y Zhao, Z Liu, C Wang, J Bu… - … and Targeted Therapy, 2024 - nature.com
Cancer has a high mortality rate across the globe, and tissue biopsy remains the gold
standard for tumor diagnosis due to its high level of laboratory standardization, good …

DNA methylation-based testing in peripheral blood mononuclear cells enables accurate and early detection of colorectal cancer

Y Xie, P Li, D Sun, Q Qi, S Ma, Y Zhao, S Zhang… - Cancer Research, 2023 - AACR
An effective blood-based method for the diagnosis of colorectal cancer has not yet been
developed. Molecular alterations of immune cells occur early in tumorigenesis, providing the …

Race/ethnicity-associated blood DNA methylation differences between Japanese and European American women: an exploratory study

MA Song, AE Seffernick, KJ Archer, KM Mori… - Clinical …, 2021 - Springer
Background Racial/ethnic disparities in health reflect a combination of genetic and
environmental causes, and DNA methylation may be an important mediator. We compared …

Measurable residual disease in haematological and solid cancers

RB Walter, RP Gale - Leukemia, 2024 - nature.com
Increased understanding of the phenotype and genotype abnormalities associated with
cancer including cytogenetic, immune and molecular features has facilitated development of …

Targeted DNA methylation analysis facilitates leukocyte counts in dried blood samples

WHG Hubens, T Maié, M Schnitker, L Bocova… - Clinical …, 2023 - academic.oup.com
Background Cell-type specific DNA methylation (DNAm) can be employed to determine the
numbers of leukocyte subsets in blood. In contrast to conventional methods for leukocyte …

Toward clinical application of leukocyte counts based on targeted DNA methylation analysis

S Sontag, L Bocova, WHG Hubens… - Clinical …, 2022 - academic.oup.com
Background Differential leukocyte counts are usually measured based on cellular
morphology or surface marker expression. It has recently been shown that leukocyte counts …

Identification of novel DNA methylation prognostic biomarkers for AML with Normal Cytogenetics

C Cardoso, D Pestana, S Gokuladhas… - JCO Clinical Cancer …, 2024 - ascopubs.org
PURPOSE AML is a hematologic cancer that is clinically heterogeneous, with a wide range
of clinical outcomes. DNA methylation changes are a hallmark of AML but are not routinely …

Molecular characterization of the clinical and tumor immune microenvironment signature of 5-methylcytosine-related regulators in non-small cell lung cancer

T Liu, L Guo, G Liu, X Hu, X Li, J Zhang… - Frontiers in Cell and …, 2021 - frontiersin.org
Background: DNA methylation is an important epigenetic modification, among which 5-
methylcytosine methylation (5mC) is generally associated with tumorigenesis. Nonetheless …