ReviewCurrent aging science2025
New Insights into Colorectal Cancer through the Lens of Precision Oncology and Personalized Medicine: Multi-Omics Helps Aging of Predisposed People.
Review in Current aging science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
1 citing paper in PubMed.
- Multi-omics and artificial intelligence for precision drug discovery and potential clinical applications.Signal transduction and targeted therapy · 2026Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundRecently, there has been a significant evolution in our understanding of the molecular pathways causing the genesis and progression of cancer via the inter-individual variations. Thus, one-size-fits-all methods for cancer treatment have been replaced by precision oncology (PO) targeting individual cancer symptoms, offering increased effectiveness, and decreased safety concerns and cost load.
objectiveThe identification of novel actionable indications, rapid, precise, and comprehensive detection of complex phenotypes in every individual, pioneering clinical trial projects with enhanced response feedback, and widespread availability of innovative targeted anticancer management for every patient are vital for the effective implementation of next-generation precision oncology. Additionally, the emergence of precision medicine has altered the perspective of oncologic biomarkers, drug discovery, drug development, and, improvements for cancer patients.
methodThis paper narratively reviewed to identify actionable abnormalities, Genomic profiling of tumors employing clinical next-generation sequencing (NGS) from both tumor tissues and liquid biopsies along with the multi-omics strategies as the key component of PO.
resultsOur increasing information on tumor biology, specifically microenvironment and heterogeneity- associated data, would improve our understanding of the resistance of targeted drugs and specific mechanisms of action, as well as help enhance existing metastatic colorectal cancer (mCRC) treatment strategies.
conclusionCollectively, this paper indicated the current and innovative strategies for prognosis, diagnosis, and treatment of various cancer types based on PO overview with a groundbreaking emphasis on CRC suggesting the integrations of multi-omics, highlighting Genomics, and utilizing AL and ML algorithms with targeted therapies. Notably, these findings can help improve the life-span and ageing of the predisposed people.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.