AI Article Synopsis

  • Transcriptome-based classification is being considered for colorectal cancer (CRC) to better understand the relationship between molecular profiles and existing tumor markers like blood carcinoembryonic antigen (CEA).
  • More than 1,500 Japanese CRC patients were grouped into five subtypes based on consensus molecular subtyping (CMS), revealing distinct characteristics in tumors that didn't fit traditional classifications.
  • For CMS4 stage III CRC patients, high blood CEA levels may indicate a more aggressive disease, suggesting that combining molecular profiling with classical markers could enhance treatment decisions and insights into tumor immunity.

Article Abstract

Transcriptome-based classification, such as consensus molecular subtyping, is expected to be applied to colorectal cancer (CRC). However, the relationship between molecular profiles and classical tumor markers, which are already used in clinical practice, has not been analyzed in a large cohort and remains unclear. We classified more than 1,500 Japanese patients with CRC based on consensus molecular subtyping and investigated the clinically available blood carcinoembryonic antigen (CEA) concentrations of each subgroup. To precisely distinguish CRCs, we allocated them to five subgroups, including tumors that were difficult to classify using the consensus molecular subtypes (CMSs), and extracted a heterogeneous population with somatic mutations and expression profiles that differed from those of the CMSs 1-4. For patients allocated to the CMS4 subgroup of stage III CRCs, elevated blood CEA concentrations may identify a subgroup with highly aggressive disease and contribute to improving therapeutic decisions. Furthermore, gene expression and pathway analyses of tumor and non-tumor tissues revealed that tumor immunity was "cold" in this subgroup with high CEA concentrations. The combination of emerging molecular profiling and classical tumor markers may have greater clinical utility than either used alone.

Download full-text PDF

Source
http://dx.doi.org/10.2220/biomedres.43.201DOI Listing

Publication Analysis

Top Keywords

consensus molecular
16
molecular subtyping
12
tumor markers
12
cea concentrations
12
colorectal cancer
8
classical tumor
8
tumor
5
molecular
5
consensus
4
subtyping improves
4

Similar Publications

Hepatocellular carcinoma (HCC), a leading liver tumor globally, is influenced by diverse risk factors. Cellular senescence, marked by permanent cell cycle arrest, plays a crucial role in cancer biology, but its markers and roles in the HCC immune microenvironment remain unclear. Three machine learning methods, namely k nearest neighbor (KNN), support vector machine (SVM), and random forest (RF), are utilized to identify eight key HCC cell senescence markers (HCC-CSMs).

View Article and Find Full Text PDF

RAD18 is a conserved eukaryotic E3 ubiquitin ligase that promotes genome stability through multiple pathways. One of these is gap-filling DNA synthesis at active replication forks and in post-replicative DNA. RAD18 also regulates homologous recombination (HR) repair of DNA breaks; however, the current literature describing the contribution of RAD18 to HR in mammalian systems has not reached a consensus.

View Article and Find Full Text PDF

Biological Aging and Venous Thromboembolism: A Review of Telomeres and Beyond.

Biomedicines

December 2024

Division of Haematology and Haemostaseology, Department of Medicine I, Medical University of Vienna, 1090 Vienna, Austria.

Although venous thromboembolism (VTE) is the third most common cardiovascular disease, and the risk of VTE increases sharply with advancing age, approximately 40% of VTE cases are currently classified as unprovoked, highlighting the importance of risk factor research. While chronological aging is associated with the risk of VTE, the association with biological aging remains unclear. Biological aging is highly complex, influenced by several dysregulated cellular and biochemical mechanisms.

View Article and Find Full Text PDF

NF-κB-Inducing Kinase Is Essential for Effective c-Rel Transactivation and Binding to the Promoter in Macrophages.

Biology (Basel)

January 2025

Department of Biochemistry and Molecular Biology, Centro de Biología Molecular Severo Ochoa, Universidad Autónoma de Madrid-Consejo Superior de Investigaciones Científicas, Nicolás Cabrera 1, 28049 Madrid, Spain.

This study investigates the role of NIK in activating specific inflammatory genes in macrophages, focusing on the effect of a mutation in NIK found in alymphoplasia (/) mice. Mouse peritoneal macrophages from / mice showed a severe defect in the production of some pro-inflammatory cytokines, such as IL-12. This effect seemed to take place at the transcriptional level, as shown by the reduced transcription of and in / macrophages after exposure to the TLR4 agonist LPS.

View Article and Find Full Text PDF

A Call for a Neoadjuvant Kidney Cancer Consortium: Lessons Learned from Other Cancer Types.

Eur Urol

January 2025

Department of Surgery, University of Cambridge, Cambridge, UK; Cancer Research UK Cambridge Centre, Cambridge Biomedical Campus, Cambridge, UK.

Neoadjuvant systemic treatment strategies have improved outcomes in several solid tumour types. This success has not yet been replicated in renal cell carcinoma (RCC). A consensus and international collaboration are urgently needed for the development of adaptive perioperative immunotherapy strategies for patients with RCC at high risk of recurrence.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!