Evidence map›Paper›PMID 42746658›Full record

ArticleCell biomaterials2026

Nanoparticle-Hydrogel Composites for Precision Medicine.

Sadiyah Parveen, Suleyman B Bozal, Jordan S Pober, W Mark Saltzman

Abstract read
In one paragraph

Article in Cell biomaterials, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Review
  2. Review
  3. Review
  4. Review
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

4 authors.

Sadiyah ParveenDepartment of Biomedical Engineering, Yale University, New Haven, CT 06520, USA.
Suleyman B BozalDepartment of Biomedical Engineering, Yale University, New Haven, CT 06520, USA.
Jordan S PoberDepartment of Pathology, Yale University, New Haven, CT, 06520, USA.
W Mark SaltzmanDepartment of Biomedical Engineering, Yale University, New Haven, CT 06520, USA.

Funding

Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
Medical Scientist Training ProgramT32GM136651 · NIGMS · YALE UNIVERSITY · PI BARBARA I KAZMIERCZAK · 2020 to 2026
$16.5M
Optimizing Therapeutic Revascularization by Endothelial Cell TransplantationR01HL169238 · NHLBI · YALE UNIVERSITY · PI JORDAN S POBER, W. Mark Saltzman · 2024 to 2026
$2.1M
NCATS NIH HHS UL1 TR001863NHLBI NIH HHS R01 HL169238NIGMS NIH HHS T32 GM136651
6 · The paper itself

Abstract

Nanoparticle-hydrogel composites hold significant potential for precision medicine. They effectively combine the molecular programming capabilities of nanoparticles and the macroscopic spatial management properties of hydrogels. This review examines the material composition of nanoparticles and hydrogels, the methods used to create composite structures, and the design elements that facilitate therapeutic customization. In theory, these systems can be engineered to target patient-specific biomarkers and coordinate multi-agent release with disease progression while adapting therapeutic dosing to individual treatment contexts that are critical for precision medicine applications. Through analysis of recent advances in cancer immunotherapy, drug delivery, gene therapy, tissue engineering, and personalized vaccination, we emphasize that clinical success demands equal focus on mechanistic sophistication along with practical considerations including manufacturing reproducibility, standardized material characterization, and evaluation frameworks that assess clinically relevant outcomes beyond traditional laboratory metrics. This review discusses the key approaches to strategically design nanoparticle-hydrogel composites to bridge the gap between preclinical studies and clinical translation in precision medicine.

Indexed as

compositehydrogelnanoparticleprecision medicine

Identifiers

PMID42746658
PMCPMC13577603

What OpenQuestion holds

Textmetadata
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 OpenQuestion graph.