ArticleTechnology
The growing role of precision and personalized medicine for cancer treatment.
Article in Technology. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 278 papers, 7 of them syntheses that pooled it.
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
278 citing papers in PubMed, 7 syntheses or guidelines pooled it.
- A PRISMA-guided systematic review of pharmacogenetic anticancer clinical trials registered on clinicaltrials.gov.Medicine · 2026Pooled it
- The Role of Artificial Intelligence in the Characterization and Outcome Prediction of Prostate Cancer: A Systematic Review.Tomography (Ann Arbor, Mich.) · 2026Pooled it
- Patient-level simulation models in cancer care: a systematic review.Frontiers in public health · 2025Pooled it
- Advancing patient-centered cancer care: a systematic review of electronic patient-reported outcome measures.Frontiers in rehabilitation sciences · 2024Pooled it
- Precision cancer medicine and the doctor-patient relationship: a systematic review and narrative synthesis.BMC medical informatics and decision making · 2023Pooled it
- Economic Evaluations of Imaging Biomarker-Driven Companion Diagnostics for Cancer: A Systematic Review.Applied health economics and health policy · 2023Pooled it
- REPCAN: Guideline for REporting Population-based CANcer Registry Data.Asian Pacific journal of cancer prevention : APJCP · 2023Guideline
- Matching Clinical Profiles With Interventions to Optimize Daily Stepping in People With Stroke.Physical therapy · 2025Trial
- Implementation of a pharmacogenetic panel-based test for pharmacotherapy-based supportive care in an adult oncology clinic.Clinical and translational science · 2024Trial
- Nature Photographs as Complementary Care in Chemotherapy: A Randomized Clinical Trial.International journal of environmental research and public health · 2023Trial
- Transformer-Based Clinical Annotation of Lung Cancer Reports: A Benchmark and Fine-Tuning Study on a Novel Tunisian Corpus.Bioengineering (Basel, Switzerland) · 2026Article
- Innovative strategies to overcome cancer drug resistance: from nanodelivery systems to targeted therapeutics.Discover oncology · 2026Review
- Article
- Functional Precision Oncology Approach Using Nanoliter Droplet Array for Drug Sensitivity Testing in Lung Cancer.Advanced healthcare materials · 2026Article
- Cannabidiol potentiates olaparib-induced cytotoxicity through cell cycle arrest and DNA damage modulation in breast cancer cells.Molecular and cellular biochemistry · 2026Article
- International multi-stakeholder collaboration to support implementation of cancer care efficiency metrics: a qualitative study to develop the All.Can Action Guide.Health research policy and systems · 2026Article
- Small but mighty: Peptides as next-generation immunotargeting agents in gynecological cancers.Translational oncology · 2026Review
- Unraveling the nexus in the neuro-neoplastic progression of colorectal cancer: Potential role of β2-adrenergic receptor (β2-AR).Journal of advanced research · 2026Review
- CAR-T cell therapy in breast cancer management: expanding horizon and overcoming challenges beyond hematologic cancers.Molecular biology reports · 2026Review
- Biomarker recall and understanding among people living with metastatic breast cancer - results from an international patient survey.Breast (Edinburgh, Scotland) · 2026Article
218 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
16 authors.
Funding
Abstract
Cancer is a devastating disease that takes the lives of hundreds of thousands of people every year. Due to disease heterogeneity, standard treatments, such as chemotherapy or radiation, are effective in only a subset of the patient population. Tumors can have different underlying genetic causes and may express different proteins in one patient versus another. This inherent variability of cancer lends itself to the growing field of precision and personalized medicine (PPM). There are many ongoing efforts to acquire PPM data in order to characterize molecular differences between tumors. Some PPM products are already available to link these differences to an effective drug. It is clear that PPM cancer treatments can result in immense patient benefits, and companies and regulatory agencies have begun to recognize this. However, broader changes to the healthcare and insurance systems must be addressed if PPM is to become part of standard cancer care.
Indexed as
Identifiers
What OpenQuestion holds
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.