Evidence map›Paper›PMID 42368164›Full record

ArticleACS omega2026

Combined Effects of Halloysite Nanotubes, Nucleating Agent, and Thermal Annealing on the Printability and Mechanical Performances of 3D-Printable Polypropylene Random Copolymer-Based Composites.

Boonlom Thavornyutikarn, Kawinthip Inthana, Wasana Kosorn, Paanrapee Hongsaprapart, Wanida Janvikul, Kalyanee Sirisinha

Abstract read
In one paragraph

Article in ACS omega, 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

6 authors.

Boonlom ThavornyutikarnBiofunctional Materials and Devices Research Group, National Metal and Materials Technology Center, National Science and Technology Development Agency, Pathum Thani 12120, Thailand.ORCID https://orcid.org/0000-0002-9814-0065
Kawinthip InthanaSchool of Materials Science and Innovation, Faculty of Science, Mahidol University, Nakhon Pathom 73170, Thailand.ORCID https://orcid.org/0009-0000-1983-6236
Wasana KosornBiofunctional Materials and Devices Research Group, National Metal and Materials Technology Center, National Science and Technology Development Agency, Pathum Thani 12120, Thailand.
Paanrapee HongsaprapartDepartment of Chemistry, Faculty of Science, Mahidol University, Bangkok 10400, Thailand.
Wanida JanvikulBiofunctional Materials and Devices Research Group, National Metal and Materials Technology Center, National Science and Technology Development Agency, Pathum Thani 12120, Thailand.ORCID https://orcid.org/0000-0002-2560-0075
Kalyanee SirisinhaDepartment of Chemistry, Faculty of Science, Mahidol University, Bangkok 10400, Thailand.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study developed three-dimensional (3D)-printable polypropylene random copolymer (PPR)-based composites incorporating halloysite nanotubes (HNTs) and a nucleating agent (NA) for extrusion-based additive manufacturing. The combined effects of HNT loading (0-5 wt %), NA incorporation (0.1 wt %), and postprinting thermal annealing on their thermal behavior, crystallization, printability, and mechanical performance were systematically investigated. Thermogravimetric analysis (TGA) demonstrated enhanced thermal stability with HNT addition due to the barrier effect of the aluminosilicate structure. Differential scanning calorimetry (DSC) revealed that HNTs had limited influence on crystallization behavior, whereas NA significantly increased the crystallization and onset temperatures, indicating accelerated crystallization kinetics without altering the dominant α-phase crystal structure, as confirmed by X-ray diffraction (XRD). HNT incorporation improved filament dimensional stability during extrusion, yielding uniform, near-circular cross sections compared to neat PPR, and enhanced build plate adhesion and dimensional stability during printing without external adhesives. Mechanically, HNT addition increased stiffness but reduced impact strength. Postprinting thermal annealing increased melting enthalpy and refined crystalline morphology, resulting in partial recovery of impact strength in HNT-filled samples, although the values remained below that of neat PPR. The combined use of HNT incorporation, nucleation control, and thermal annealing provided an effective strategy to enhance the 3D-printability and mechanical performance of PPR-based composites.

Identifiers

PMID42368164
PMCPMC13295035

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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.