Discover Community Create You

Loading publication...

Noodle always counts identifier-free feature events for service operation. With your permission, Google Analytics can also estimate audience and engagement. Search text, publication identifiers, cookies, IP addresses and browser fingerprints are never included in Noodle's first-party event counters.

Privacy details

Article

Systems cancer medicine: towards realization of predictive, preventive, personalized and participatory (P4) medicine.

Journal of internal medicine - 1 Feb 2012

Tian Q, Price N D, Hood L

Abstract excerpt

A grand challenge impeding optimal treatment outcomes for patients with cancer arises from the complex nature of the disease: the cellular heterogeneity, the myriad of dysfunctional molecular and genetic networks as results of genetic (somatic) and environmental perturbations. Systems biology, with its holistic approach to understanding fundamental principles in biology, and the empowering technologies in...

Read the complete abstract on PubMed

Topics

Share this publication in a Topic to start or enrich a Post.

Share to Biomarkers, Tumor
Share to Genome, Human
Share to Genomics

Methodology Data sources Editorial policy Privacy About Contact Helena Bioinformatics

Share to Medical Oncology

Share to Precision Medicine

Share to Proteomics

Share to Single-Cell Analysis

Share to Systems Biology

Source

Open in PubMed Open full text

Identifiers

PMID: 22142401
DOI: 10.1111/j.1365-2796.2011.02498.x
PMCID: PMC3978383

Provenance

PubMed metadata and Literature Corpus relationships. Corpus snapshot updated 7 Sept 2026. Manifest publication-graph-cohort-2026-09-07.1.

Source receipt: pubmed, retrieved 7 Sept 2026.

Related research

Semantic proximity does not establish scientific evidence.

Research trail→

Click a neighbor to travelStep 1 · 12 closest

Systems cancer medicine: towards realization of predictive, preventive, personalized and participatory (P4) medicine.PMID 22142401Read ↗

Future of personalized medicine in oncology: a systems biology approach.Semantic proximity Read ↗

Advancing Liver Cancer Treatment through Dynamic Genomics and Systems Biology: A Path Toward Personalized OncologySemantic proximity Read ↗

Childhood cancers and systems medicine.Semantic proximity Read ↗

Systems Biology in Cancer Diagnosis Integrating Omics Technologies and Artificial Intelligence to support physician decision-makingSemantic proximity Read ↗

The Precision Oncology Approach to Molecular Cancer Therapeutics Targeting Oncogenic Signalling Pathways Is a Means to an EndSemantic proximity Read ↗

Proteomics, Personalized Medicine and CancerSemantic proximity Read ↗

Pan-cancer and multiomics: advanced strategies for diagnosis, prognosis, and therapy in the complex genetic and molecular universe of cancerSemantic proximity Read ↗

Cancer biomarkers: a systems approachSemantic proximity Read ↗

Personalized Medicine and CancerSemantic proximity Read ↗

Beyond Computational Genomics towards Systems Metabolomics for Precision OncologySemantic proximity Read ↗

Towards a better cancer precision medicine: Systems biology meets immunotherapySemantic proximity Read ↗

Systems epidemiology in cancer.Semantic proximity Read ↗

⌁Select a neighboring publication to make it the new centre.