Evidence map›Paper›PMID 39236244›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2024

Molecular-level design of alternative media for energy-saving pilot-scale fibrillation of nanocellulose.

Shih-Hsien Liu, Shalini J Rukmani, Mood Mohan, Yan Yu, Derya Vural, Donna A Johnson, Katie Copenhaver, Samarthya Bhagia, Meghan E Lamm, Kai Li and 6 more

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. Molecular-level design of alternative media for energy-saving pilot-scale fibrillation of nanocellulose.Proceedings of the National Academy of Sciences of the United States of America · 2024
    Article
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

16 authors.

Shih-Hsien LiuUniversity of Tennessee/Oak Ridge National Laboratory Center for Molecular Biophysics, Oak Ridge National Laboratory, Oak Ridge, TN 37831.ORCID 0000-0002-8889-1375
Shalini J RukmaniUniversity of Tennessee/Oak Ridge National Laboratory Center for Molecular Biophysics, Oak Ridge National Laboratory, Oak Ridge, TN 37831.ORCID 0000-0001-8474-9403
Mood MohanUniversity of Tennessee/Oak Ridge National Laboratory Center for Molecular Biophysics, Oak Ridge National Laboratory, Oak Ridge, TN 37831.ORCID 0000-0001-5937-9746
Yan YuUniversity of Tennessee/Oak Ridge National Laboratory Center for Molecular Biophysics, Oak Ridge National Laboratory, Oak Ridge, TN 37831.ORCID 0000-0002-9001-7820
Derya VuralUniversity of Tennessee/Oak Ridge National Laboratory Center for Molecular Biophysics, Oak Ridge National Laboratory, Oak Ridge, TN 37831.ORCID 0000-0002-0120-3024
Donna A JohnsonProcess Development Center, University of Maine, Orono, ME 04469.
Katie CopenhaverManufacturing Science Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831.ORCID 0000-0003-2261-8760
Samarthya BhagiaBiosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831.
Meghan E LammManufacturing Science Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831.ORCID 0000-0003-3485-4322
Kai LiBuildings and Transportation Science Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831.ORCID 0000-0003-1445-3206
Jihua ChenCenter for Nanophase Materials Sciences, Oak Ridge National Laboratory, Oak Ridge, TN 37831.
Monojoy GoswamiChemical Sciences Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831.ORCID 0000-0002-4473-4888
Micholas Dean SmithUniversity of Tennessee/Oak Ridge National Laboratory Center for Molecular Biophysics, Oak Ridge National Laboratory, Oak Ridge, TN 37831.
Loukas PetridisUniversity of Tennessee/Oak Ridge National Laboratory Center for Molecular Biophysics, Oak Ridge National Laboratory, Oak Ridge, TN 37831.
Soydan OzcanManufacturing Science Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831.
Jeremy C SmithUniversity of Tennessee/Oak Ridge National Laboratory Center for Molecular Biophysics, Oak Ridge National Laboratory, Oak Ridge, TN 37831.ORCID 0000-0002-2978-3227

Funding

DOE | EERE | Office of Energy Efficiency | Advanced Materials and Manufacturing Technologies Office (AMMTO) Corporate Planning System (CPS) agreement 30534 and 35714
6 · The paper itself

Abstract

The outstanding mechanical properties, light weight, and biodegradability of cellulose nanofibrils (CNFs) make them promising components of renewable and sustainable next-generation reinforced composite biomaterials and bioplastics. Manufacturing CNFs at a pilot scale requires disc-refining fibrillation of dilute cellulose fibers in aqueous pulp suspensions to shear the fibers apart into their nanodimensional forms, which is, however, an energy-intensive process. Here, we used atomistic molecular dynamics (MD) simulation to examine media that might facilitate the reduction of interactions between cellulose fibers, thereby reducing energy consumption in fibrillation. The most suitable medium found by the simulations was an aqueous solution with 0.007:0.012 wt.% NaOH:urea, and indeed this was found in pilot-scale experiments to reduce the fibrillation energy by ~21% on average relative to water alone. The NaOH:urea-mediated CNFs have similar crystallinity, morphology, and mechanical strength to those formed in water. The NaOH and urea act synergistically on CNFs to aid fibrillation but at different length scales. NaOH deprotonates hydroxyl groups leading to mesoscale electrostatic repulsion between fibrils, whereas urea forms hydrogen bonds with protonated hydroxyl groups thus disrupting interfibril hydrogen bonds. This suggests a general mechanism in which an aqueous medium that contains a strong base and a small organic molecule acting as a hydrogen-bond acceptor and/or donor may be effectively employed in materials processes where dispersion of deprotonable polymers is required. The study demonstrates how atomic-detail computer simulation can be integrated with pilot-scale experiments in the rational design of materials processes for the circular bioeconomy.

Indexed as

biomassfibrillationnanocellulose

Identifiers

PMID39236244
PMCPMC11406261

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.