Evidence map›Paper›PMID 42898430›Full record

ArticleFrontiers in bioengineering and biotechnology2026

Resource-efficient use of industrial residue for multifunctional cacao nanofibers.

Linn Berglund, Io Antonopoulou, Luísa R Völtz, Pooja Dixit, Carlos Martín, Ola Sundman, Jenny Berg, Kristiina Oksman

Abstract read
In one paragraph

Article in Frontiers in bioengineering and biotechnology, 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

8 authors.

Linn BerglundWood and Bionanocomposites, Division of Materials Science, Department of Engineering Sciences and Mathematics, Luleå University of Technology, Luleå, Sweden.
Io AntonopoulouBiochemical Process Engineering, Division of Chemical Engineering, Department of Civil, Environmental and Natural Resources Engineering, Luleå University of Technology, Luleå, Sweden.
Luísa R VöltzWood and Bionanocomposites, Division of Materials Science, Department of Engineering Sciences and Mathematics, Luleå University of Technology, Luleå, Sweden.
Pooja DixitDepartment of Chemistry, Umeå University, Umeå, Sweden.
Carlos MartínDepartment of Chemistry, Umeå University, Umeå, Sweden.
Ola SundmanDepartment of Chemistry, Umeå University, Umeå, Sweden.
Jenny BergNordic Chocolate AB, Umeå, Sweden.
Kristiina OksmanWood and Bionanocomposites, Division of Materials Science, Department of Engineering Sciences and Mathematics, Luleå University of Technology, Luleå, Sweden.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study evaluates cacao residue from chocolate production for resource-efficient production of multifunctional nanofibers. The underlying hypothesis is that preserving non-cellulosic constituents during processing can enable resource-efficient nanofiber production while contributing unique functionalities. Cacao residue yielded 30% after bleaching, with the main components being fat and holocellulose. Fibrillation produced cacao nanofibers at an energy demand of 3.9 kWh/kg, compared with the reference, a commercial wood pulp, with 8.2 kWh/kg after the same processing time. The cacao nanofibers displayed bioactivity, hydrophobic behavior, and excellent redispersibility not observed for the reference material, which has cellulose as the main component. The bioactivity of cacao nanofibers included strong antioxidant, mild antibacterial, and moderate anti-collagenase activity. Utilization of the natural composition offers a resource-efficient approach to unlock the potential of cacao residue into specific multifunctional nanofibers with potential for further development of coating, cosmeceutical, and biomedical applications.

Indexed as

bioactive compoundscacao huskfibrillationintrinsic compositionnanocelluloseredispersion

Identifiers

PMID42898430
PMCPMC13677836

What OpenQuestion holds

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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.