Integrated approaches for precision oncology in colorectal cancer: The more you know, the better

P Andrei, P Battuello, G Grasso, E Rovera… - Seminars in cancer …, 2022 - Elsevier
Colorectal cancer (CRC) is one of the most common human malignancies accounting for
approximately 10% of worldwide cancer incidence and mortality. While early-stage CRC is …

Machine learning in oncology: what should clinicians know?

M Nagy, N Radakovich, A Nazha - JCO Clinical Cancer Informatics, 2020 - ascopubs.org
The volume and complexity of scientific and clinical data in oncology have grown markedly
over recent years, including but not limited to the realms of electronic health data …

High-dimensional role of AI and machine learning in cancer research

E Capobianco - British journal of cancer, 2022 - nature.com
Abstract The role of Artificial Intelligence and Machine Learning in cancer research offers
several advantages, primarily scaling up the information processing and increasing the …

[HTML][HTML] Blood-based DNA methylation signatures in cancer: A systematic review

Y Li, Z Fan, Y Meng, S Liu, H Zhan - … Acta (BBA)-Molecular Basis of Disease, 2023 - Elsevier
DNA methylation profiles are in dynamic equilibrium via the initiation of methylation,
maintenance of methylation and demethylation, which control gene expression and …

[HTML][HTML] Circulating tumor DNA is a prognostic marker of tumor recurrence in stage II and III colorectal cancer: multicentric, prospective cohort study (ALGECOLS)

L Benhaim, O Bouché, C Normand, A Didelot… - European Journal of …, 2021 - Elsevier
Background In non-metastatic colorectal cancer (CRC), we evaluated prospectively the
pertinence of longitudinal detection and quantification of circulating tumor DNA (ctDNA) as a …

[HTML][HTML] Tumor fractions deciphered from circulating cell-free DNA methylation for cancer early diagnosis

X Zhou, Z Cheng, M Dong, Q Liu, W Yang, M Liu… - Nature …, 2022 - nature.com
Tumor-derived circulating cell-free DNA (cfDNA) provides critical clues for cancer early
diagnosis, yet it often suffers from low sensitivity. Here, we present a cancer early diagnosis …

[HTML][HTML] Regulatory implications of ctDNA in immuno-oncology for solid tumors

PJ Vellanki, S Ghosh, A Pathak, MJ Fusco… - … for ImmunoTherapy of …, 2023 - ncbi.nlm.nih.gov
In the era of precision oncology, use of circulating tumor DNA (ctDNA) is emerging as a
minimally invasive approach for the diagnosis and management of patients with cancer and …

Precision prevention and cancer interception: the new challenges of liquid biopsy

MJ Serrano, MC Garrido-Navas, JJ Diaz Mochon… - Cancer discovery, 2020 - AACR
Despite major therapeutic progress, most advanced solid tumors are still incurable. Cancer
interception is the active way to combat cancer onset, and development of this approach …

[HTML][HTML] Guidelines for pre-analytical conditions for assessing the methylation of circulating cell-free DNA

MA Kerachian, M Azghandi, S Mozaffari-Jovin… - Clinical …, 2021 - Springer
Methylation analysis of circulating cell-free DNA (cirDNA), as a liquid biopsy, has a
significant potential to advance the detection, prognosis, and treatment of cancer, as well as …

[HTML][HTML] Genome-wide cell-free DNA methylation analyses improve accuracy of non-invasive diagnostic imaging for early-stage breast cancer

J Liu, H Zhao, Y Huang, S Xu, Y Zhou, W Zhang, J Li… - Molecular cancer, 2021 - Springer
Early detection is crucial to improve breast cancer (BC) patients' outcomes and survival.
Mammogram and ultrasound adopting the Breast Imaging Reporting and Data System (BI …