Evidence map›Paper›PMID 42122684›Full record

ArticlePolymers2026

Manufacturing of Graphene-Nanoplatelet- and Carbon-Nanofiber-Filled PLA Composite Filaments for Tissue Engineering.

Eva Schätzlein, Phil Joel Groenewold, Salomé Luís, Annabelle Neuhäusler, Katrin Markus, Jannik Hallstein, Michael Großhauser, Yu Shrike Zhang, Andreas Blaeser

Abstract read
In one paragraph

Article in Polymers, 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

9 authors.

Eva SchätzleinInstitute for BioMedical Printing Technologies, Technical University of Darmstadt, 64289 Darmstadt, Germany.ORCID 0000-0002-2358-6476
Phil Joel GroenewoldInstitute for BioMedical Printing Technologies, Technical University of Darmstadt, 64289 Darmstadt, Germany.
Salomé LuísInstitute for BioMedical Printing Technologies, Technical University of Darmstadt, 64289 Darmstadt, Germany.ORCID 0000-0002-2103-0482
Annabelle NeuhäuslerInstitute for BioMedical Printing Technologies, Technical University of Darmstadt, 64289 Darmstadt, Germany.
Katrin MarkusFraunhofer Institute for Structural Durability and System Reliability, LBF (Structural Durability and System Reliability), 64289 Darmstadt, Germany.ORCID 0009-0002-0477-2422
Jannik HallsteinFraunhofer Institute for Structural Durability and System Reliability, LBF (Structural Durability and System Reliability), 64289 Darmstadt, Germany.
Michael GroßhauserFraunhofer Institute for Structural Durability and System Reliability, LBF (Structural Durability and System Reliability), 64289 Darmstadt, Germany.
Yu Shrike ZhangDivision of Engineering in Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Cambridge, MA 02139, USA.ORCID 0000-0002-0045-0808
Andreas BlaeserInstitute for BioMedical Printing Technologies, Technical University of Darmstadt, 64289 Darmstadt, Germany.

Funding

Federal Ministry of Education and Research of Germany Fiber4Ink (13XP5203F)
6 · The paper itself

Abstract

Electrical stimulation enhances functionality and accelerates maturation in biofabricated tissues, which are particularly important for muscle tissue engineering applications. Accordingly, there is demand for 3D-printable electrically conductive cytocompatible scaffolds that enable patient-specific geometries and localized electrical stimulation, as well as incorporate further maturation-promoting geometrical cues. Filament-based scaffolds from fused filament fabrication could overcome current limitations in geometric freedom, size and partially cytotoxic additives. In this study, biodegradable polylactic acid (PLA)-based conductive filaments incorporating graphene nanoplatelets (GNPs) or carbon nanofibers (CNFs) were developed via melt-mixing extrusion to possibly enable the electrical functionalization of muscle scaffolds. A two-stage process combining twin-screw and single-screw extrusion was preferred to allow for higher filler incorporation. Filament morphology, printability, electrical conductivity, and cytocompatibility were systematically evaluated. Homogeneous filaments containing up to 16 wt.% GNPs or 3.6 wt.% CNFs were successfully produced and processed by fused filament fabrication into scaffold geometries supporting myoblast orientation. Electrical conductivity was measured above 16 wt.% GNPs, with up to 2.7 µS/m, with printed constructs capable of connecting a circuit. GNP-based filaments were cytocompatible, supporting myoblast attachment and elongated morphology. An adjustable electrical stimulation setup demonstrated improved muscle maturation and contractile responses of C2C12 myoblasts, highlighting biodegradable conductive filaments' potential for electrically active muscle tissue scaffolds.

Indexed as

C2C12electrically conductive PLAFDMFFFmuscle tissue engineeringmyoblasts

Identifiers

PMID42122684
PMCPMC13165439

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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 OpenQuestion graph.