Evidence map›Paper›PMID 41682055›Full record

ArticlePolymers2026

Specific Impact of the Layered Nanomodifiers-Graphene Nanoplates, and Na

Sergey Lomakin, Elena Koverzanova, Sergey Usachev, Natalia Shilkina, Anatoliy Khvatov, Natalia Erina, Svetlana Rogovina, Olga Kuznetsova, Valentina Siracusa, Alexander Berlin and 1 more

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. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

11 authors.

Sergey LomakinN. N. Semenov Federal Research Center for Chemical Physics Russian Academy of Science, 119991 Moscow, Russia.ORCID 0000-0003-3191-8415
Elena KoverzanovaN. N. Semenov Federal Research Center for Chemical Physics Russian Academy of Science, 119991 Moscow, Russia.
Sergey UsachevN. N. Semenov Federal Research Center for Chemical Physics Russian Academy of Science, 119991 Moscow, Russia.
Natalia ShilkinaN. N. Semenov Federal Research Center for Chemical Physics Russian Academy of Science, 119991 Moscow, Russia.
Anatoliy KhvatovEmanuel Institute of Biochemical Physics, Russian Academy of Sciences, 119334 Moscow, Russia.ORCID 0000-0001-6741-0651
Natalia ErinaN. N. Semenov Federal Research Center for Chemical Physics Russian Academy of Science, 119991 Moscow, Russia.
Svetlana RogovinaN. N. Semenov Federal Research Center for Chemical Physics Russian Academy of Science, 119991 Moscow, Russia.
Olga KuznetsovaN. N. Semenov Federal Research Center for Chemical Physics Russian Academy of Science, 119991 Moscow, Russia.ORCID 0000-0001-8974-4628
Valentina SiracusaDepartment of Chemical Science (DSC), University of Catania, Viale A. Doria 6, 95125 Catania, Italy.ORCID 0000-0001-9055-5082
Alexander BerlinN. N. Semenov Federal Research Center for Chemical Physics Russian Academy of Science, 119991 Moscow, Russia.
Alexey IordanskiiN. N. Semenov Federal Research Center for Chemical Physics Russian Academy of Science, 119991 Moscow, Russia.ORCID 0000-0003-0771-0825

Funding

Ministry of Education and Science of the Russian Federation 122041300207-2 and 125012200641-2
6 · The paper itself

Abstract

The aim of this study is to investigate the impact of layered nanomodifiers with distinct chemical structure and morphology, namely graphene nanoplates (GnP) and sodium montmorillonite (Na-MMT), on thermal degradation of polylactic acid (PLA). The exploration was performed with thermogravimetric analysis (TGA), differential scanning calorimetry (DSC), and pyrolytic gas chromatography-mass spectrometry (PyGCMS). The findings revealed a catalytic effect of Na-MMT on PLA thermal destabilization, manifested in accelerated degradation and the notable change in the composition of pyrolysis products. In contrast, the incorporation of graphene nanoplates into the PLA matrix induced a "barrier effect": it imposed diffusion limitations on the emission of volatile degradation products during pyrolysis, which enhanced the thermal stability of the PLA/GnP composite and led to quantitative alterations in the distribution of major pyrolysis products. To elucidate the underlying degradation pathways, authors proposed a model kinetic analysis of thermal degradation for both PLA/GnP and PLA/Na-MMT composites. The analysis clearly distinguished the mechanistic differences between the two systems: while Na-MMT promotes catalytic decomposition, GnP primarily acts as the physical barrier retarding mass transport and delaying the thermal degradation development. Good alignment of theoretical model-kinetic predictions with Pyrolysis-GC/MS observations confirms the robustness of the suggested kinetic modeling method.

Indexed as

atomic force microscopydifferential scanning calorimetrygas chromatography–mass spectrometrygraphene nanoplateskinetics modelingNa-montmorillonitepolylactidethermal degradationthermogravimetric analysis

Identifiers

PMID41682055
PMCPMC12899154

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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.