Evidence map›Paper›PMID 42884959›Full record

ArticlePolymers2026

Surface-Modified Cellulose Nanofibers for Stabilization of Barite in Water-Based Drilling Fluids Under High Temperatures.

Ziheng Zhang, Dongqing Yang, Ziyan Li, Yang Ding, Chaozheng Liu, Mei-Chun Li

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. 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.

Ziheng ZhangSchool of Petroleum Engineering, China University of Petroleum (East China), Qingdao 266580, China.
Dongqing YangSchool of Petroleum Engineering, China University of Petroleum (East China), Qingdao 266580, China.
Ziyan LiSchool of Petroleum Engineering, China University of Petroleum (East China), Qingdao 266580, China.
Yang DingSchool of Petroleum Engineering, China University of Petroleum (East China), Qingdao 266580, China.
Chaozheng LiuCo-Innovation Center of Efficient Processing and Utilization of Forest Resources, College of Materials Science and Engineering, Nanjing Forestry University, Nanjing 210037, China.ORCID 0000-0003-4168-8289
Mei-Chun LiSchool of Petroleum Engineering, China University of Petroleum (East China), Qingdao 266580, China.ORCID 0000-0001-9381-0093

Funding

Jiangsu Specially-Appointed Professor Program N/ANational Natural Science Foundation of China 52474021
6 · The paper itself

Abstract

Surface modification is an effective strategy for extending the application of cellulose nanofibers (CNFs) under harsh conditions while preserving their sustainable characteristics. Herein, thermally stable modified TEMPO-oxidized cellulose nanofibers (MTCNFs) were fabricated by free-radical graft copolymerization of 2-acrylamido-2-methylpropane sulfonic acid (AMPS) and acrylamide (AM) onto the CNF surface. Spectroscopic and microscopic characterizations confirmed the formation of a polymer-grafted shell enriched with sulfonic acid and amide functionalities. Surface grafting markedly enhanced the thermal stability of CNFs, while the zeta potential became more negative, indicating improved colloidal stability. The modified nanofibers effectively inhibited barite sedimentation after aging, as demonstrated by multiple light scattering and particle size analyses. Mechanistic investigations revealed that the superior suspension stability originated from the synergistic enhancement of electrostatic repulsion, steric hindrance provided by the grafted polymer chains, and the formation of a robust three-dimensional nanofiber network. When incorporated into water-based drilling fluids, MTCNFs significantly improved rheological stability, reduced filtration loss, and suppressed barite sagging under high-temperature conditions. Furthermore, the MTCNFs exhibited measurable biodegradation potential under the conditions employed. This work demonstrates that rational surface engineering of CNFs offers an effective route to simultaneously improve thermal stability and suspension performance, broadening the applicability of sustainable polysaccharide nanomaterials in high-temperature colloidal systems.

Indexed as

baritebiodegradabilitycellulose nanofibersdrilling fluidhigh-temperature stabilitysurface grafting

Identifiers

PMID42884959
PMCPMC13666964

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.