Evidence map›Paper›PMID 42356574›Full record

ReviewPharmaceuticals (Basel, Switzerland)2026

Pharmacogenomic Stratification for Oncology Drug Repurposing: An Exposure Target Context Eligibility Framework.

Mohamed El-Tanani, Adil Farooq Wali, Syed Arman Rabbani, Yahia El-Tanani, Imran Rangraze, Frezah Muhana

Abstract readReview
In one paragraph

Review in Pharmaceuticals (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Mohamed El-TananiRAK College of Pharmacy, Ras Al Khaimah Medical and Health Sciences University, Ras Al Khaimah P.O. Box 11172, United Arab Emirates.
Adil Farooq WaliRAK College of Pharmacy, Ras Al Khaimah Medical and Health Sciences University, Ras Al Khaimah P.O. Box 11172, United Arab Emirates.ORCID 0000-0003-1555-2820
Syed Arman RabbaniRAK College of Pharmacy, Ras Al Khaimah Medical and Health Sciences University, Ras Al Khaimah P.O. Box 11172, United Arab Emirates.ORCID 0000-0002-8454-8158
Yahia El-TananiRoyal Cornwall Hospital Trust, National Health Service, Truro TR1 3LJ, UK.
Imran RangrazeRAK College of Medical Sciences, Ras Al Khaimah Medical and Health Sciences University, Ras Al Khaimah P.O. Box 11172, United Arab Emirates.
Frezah MuhanaPrincess Sarvath Community College, Amman 11196, Jordan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In spite of plausible biology, the majority of oncology trials involving drug repurposing have failed to demonstrate any efficacy. Numerous factors can potentially cause failure, including issues with dosing, drug strength, the trial design itself, and patient diversity. A major, potentially correctable contributor is the absence of pharmacogenomic eligibility criteria. Here, we propose the Pharmacogenomic Stratification Framework for Drug Repurposing (PSDR), a novel framework for drug response that encompasses the triad of Exposure (E, pharmacokinetic adequacy), Target engagement (T, somatic tumor genomics), and Context competence (C, tumor microenvironment). These domains are represented as R = E × T × C, an eligibility model capturing the necessary, though not sufficient, conditions for anticancer drug activity. The model is not presented as an empirically validated quantitative law but as a conceptual framework to guide biomarker-stratified trial design. We derive five testable pharmacogenomic hypotheses for metformin, statins, beta-blockers, NSAIDs, and SSRIs, and propose a three-point PSDR eligibility scoring system. Prospective validation of each hypothesis in appropriately stratified cohorts is required before clinical implementation. The PSDR framework complements rather than replaces existing precision oncology resources (OncoKB, CIViC, PharmGKB, CPIC, DepMap, GDSC) by integrating germline pharmacokinetics, somatic genomics, and microenvironmental profiling for repurposed agents. If validated, PSDR-guided enrichment designs could substantially improve the efficiency and interpretability of repurposing trials. The PSDR framework should be considered a conceptual and hypothesis-generating model that requires prospective validation before clinical implementation.

Indexed as

ADMEdrug repurposingpharmacogenomicsprecision oncologypredictive biomarkersPSDRR = E × T × Ctumor microenvironment

Identifiers

PMID42356574
PMCPMC13304868

What Socratic holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 Socratic graph.