Evidence map›Paper›PMID 42199666›Full record

ArticleAccounts of materials research2026

Particle-Nanofiber Superstructures.

Bin Zhao, Luiz G Greca, Bruno D Mattos

Abstract read
In one paragraph

Article in Accounts of materials research, 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

3 authors.

Bin ZhaoDepartment of Applied Physics, School of Science, Aalto University; Espoo FI-00076, Finland.
Luiz G GrecaDepartment of Bioproducts and Biosystems, School of Chemical Engineering, Aalto University; Espoo FI-02150, Finland.ORCID https://orcid.org/0000-0001-8518-1194
Bruno D MattosDepartment of Bioproducts and Biosystems, School of Chemical Engineering, Aalto University; Espoo FI-02150, Finland.ORCID https://orcid.org/0000-0002-4447-8677

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Superstructured particle assemblies are sought as efficient platforms for transferring properties from the nano- to macroscale while combining modularity and versatility with facile and scalable fabrication processes. Such assemblies are achieved by structuring primary particle using various assembly techniques, which enables the control and customization of morphological features across length scales. Ensuring high cohesion within these assemblies is crucial for practical applications, both to mitigate nanotoxicity and bioaccumulation and to prevent the loss of performance resulting from subunit detachment. In this Account, the integration of biobased nanofibers into particle constructs is discussed in terms of their ability to act as universal binders that offer several advantages over case-specific strategies to develop strength in superstructures. Cellulose nanofibers, among others, have a remarkable capacity to confer cohesion to virtually any particulate system, thereby improving strength and toughness and opening several opportunities to manipulate their nano- to macrostructures. At the nano- and microscale, nanofibers can disrupt particle lattices, thereby enhancing access to surface functionalities. At the macroscale, nanofibers enable control over the viscoelastic properties of particle suspensions and govern their consolidation into dried particle-nanofiber constructs. Cellulose nanofibers are the most widely used in supraparticle fabrication, but several other fibrillar nanomaterials from chitin, amyloid, and aramid show promise for a broad range of particle-nanofiber assemblies. This Account presents a detailed review of the ability of nanofibers to enhance cohesion and manipulate supraparticle structures. First, cellulose nanofibers are introduced, and aspects like extraction, surface chemistry, modification, and colloidal properties are discussed, as they play important roles in transferring cohesion from the nanofibrillar network onto the particle-nanofiber assembly. Then, nanofiber-particle interactions in dilute and concentrated regimes are discussed and related to the forces and phenomena that drive the consolidation of these robust constructs. Analyses of mesh size and crowding of associated nanofiber networks are put into perspective and discussed in terms of particle entrapment and particle-nanofiber interactions prior to consolidation. Methods currently employed to fabricate superstructured materials are presented, including casting on superhydrophobic surfaces, templates and hydrophilic substrates, foaming for particle-nanofiber networks at air-liquid interfaces, 3D printing, and spray drying. Finally, practical applications for particle-nanofiber superstructures are introduced and discussed in terms of the gains obtained by using well-defined nanostructured materials and supraparticles.

Identifiers

PMID42199666
PMCPMC13200226

What Socratic holds

Textmetadata
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.