Evidence mapPaperPMID 41901299Full record

ReviewPharmaceuticals (Basel, Switzerland)2026

Biomarker-Guided Drug Delivery Systems and Oral Bioavailability Enhancement.

Dang-Khoa Vo, Van-An Duong

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

2 authors.

Dang-Khoa VoCollege of Pharmacy, Gachon University, 191 Hambakmoe-ro, Yeonsu-gu, Incheon 21936, Republic of Korea.ORCID 0000-0002-1605-4068
Van-An DuongThe Brown Foundation Institute of Molecular Medicine, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA.ORCID 0000-0002-4676-1804

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Biomarker-based guided delivery of drugs is an emerging paradigm of precision medicine in which targeted therapeutic intervention is administered on the basis of certain biological markers in order to achieve maximal dosing, targeting, and time optimization. By utilizing quantifiable physiological or molecular signatures like the expression of transporters, enzymatic activities, metabolite levels, or disease-specific markers to tie in the correlation of drug disposition, these systems provide individualized intervention with optimized efficacy and safety. Oral administration of drugs is still the best route in patient compliance; however, several drugs are handicapped by suboptimal bioavailability secondary to poor solubility, limited permeability, efflux transporter participation, and enzymatic first-pass degradation. These result in variable therapeutic results in patient populations. Biomarker guidance in oral drug delivery provides a potent strategy for overcoming such challenges through site-specific release, real-time dose optimization, and adjustment of absorption pathways. Recent developments include pH-controlled formulations for gut-specific targeting, enzyme-activated nanocarriers, glucose-starved responsive devices for metabolic disease, and biomarker-driven transporters for permeability enhancement. Preclinical and early-phase clinical studies hold promising prospects for applications in oncology, infectious disease, inflammatory bowel disease, and metabolic disease. While promising momentum exists, transition to routine use in the clinic awaits rigorous biomarker validation, scalability in manufacture, and regulations harmonization. On the horizon, the integration of biomarker-guided oral drug delivery with nanotechnology, artificial intelligence, machine learning, and wearable biosensors holds promise for revolutionizing oral therapy into very personalized, responsive, and efficient treatment methods.

Indexed as

biomarker-guided therapydrug absorption enhancementnanomedicineoral bioavailabilitypersonalized medicinetargeted drug delivery

Identifiers

PMID41901299
PMCPMC13029448

What Socratic holds

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LicenceCC BY
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Registered trials

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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.