Evidence map›Paper›PMID 42883948›Full record

ReviewInternational journal of molecular sciences2026

Polymeric Smart Materials with Incorporated Small Molecules for Tissue Engineering: A Comprehensive Review.

Polina Serbun, Roman Shaikenov, Petr Snetkov, Anna Kosova, Mikhail Budanov, Aleksandr Rybalka, Svetlana Morozkina

Abstract readReview
In one paragraph

Review in International journal of molecular sciences, 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

7 authors.

Polina SerbunInstitute of Advanced Data Transfer Systems, ITMO University, Kronverkskiy Pr., 49, Bldg. A, 197198 Saint Petersburg, Russia.ORCID 0009-0004-8186-8342
Roman ShaikenovInstitute of Advanced Data Transfer Systems, ITMO University, Kronverkskiy Pr., 49, Bldg. A, 197198 Saint Petersburg, Russia.ORCID 0009-0005-1721-1044
Petr SnetkovInstitute of Advanced Data Transfer Systems, ITMO University, Kronverkskiy Pr., 49, Bldg. A, 197198 Saint Petersburg, Russia.ORCID 0000-0001-9949-5709
Anna KosovaInstitute of Advanced Data Transfer Systems, ITMO University, Kronverkskiy Pr., 49, Bldg. A, 197198 Saint Petersburg, Russia.
Mikhail BudanovInstitute of Advanced Data Transfer Systems, ITMO University, Kronverkskiy Pr., 49, Bldg. A, 197198 Saint Petersburg, Russia.ORCID 0009-0005-3836-5173
Aleksandr RybalkaInstitute of Advanced Data Transfer Systems, ITMO University, Kronverkskiy Pr., 49, Bldg. A, 197198 Saint Petersburg, Russia.ORCID 0009-0006-7937-5228
Svetlana MorozkinaInstitute of Advanced Data Transfer Systems, ITMO University, Kronverkskiy Pr., 49, Bldg. A, 197198 Saint Petersburg, Russia.ORCID 0000-0003-0122-0251

Funding

Russian Science Foundation 25-73-20141
6 · The paper itself

Abstract

This review presents an interdisciplinary analysis of small-molecule-encapsulated smart polymer materials for tissue engineering. Key design principles, including biocompatibility, degradation, and mechanical properties, are discussed, as well as the fabrication methods (hydrogels, electrospinning, porous matrices, and 3D printing). The following strategies for the immobilization of therapeutic agents are compared: physical retention, affinity binding, secondary carriers, post-loading, and covalent conjugation. Four main release mechanisms are analyzed, as well as material characterization, and the release kinetics are discussed. Preclinical in vitro and in vivo studies, including the disease models and the mechanistic validation, are presented, as well as a critical review of the clinical trials, identifying the following main reasons for failure: the lack of the superiority over the standard therapy, the complexity of the manufacturing, and the scale-up. The role of artificial intelligence in the acceleration of property prediction and system optimization is highlighted. Limitations are outlined and it is shown that successful translation requires a minimum level of sufficient complexity and a reproducible relationship between the structure, release, and the therapeutic window.

Indexed as

Biocompatible MaterialsPolymersSmart MaterialsTissue EngineeringAnimalsHumansTissue ScaffoldsBiocompatible MaterialsPolymersSmart Materialsdrug releasepolymeric smart materialspreclinical evaluationsmall molecule incorporationstimuli-responsive polymerstissue engineering

Identifiers

PMID42883948
PMCPMC13664760

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.