Evidence map›Paper›PMID 41789526›Full record

ArticleAdvanced materials (Deerfield Beach, Fla.)2026

Positively Charged Polymer-Brush MOFs for Large-Area, Pressure-Resistant Gas Separation Membranes.

Yi Yang, Ye Yuan, Yuxiu Sun, Fei Shi, Chenyang Song, Weifan Wang, Qinghua Li, Menglong Sheng, Zhihua Qiao, Jingwei Hou and 2 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Advanced materials (Deerfield Beach, Fla.), 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

12 authors.

Yi YangChemical Engineering Research Center, Tianjin Key Laboratory of Membrane Science and Desalination Technology, Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), State Key Laboratory of Chemical Engineering and Low-Carbon Technology (Tianjin University), School of Chemical Engineering and Technology, Tianjin University, Tianjin, China.
Ye YuanChemical Engineering Research Center, Tianjin Key Laboratory of Membrane Science and Desalination Technology, Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), State Key Laboratory of Chemical Engineering and Low-Carbon Technology (Tianjin University), School of Chemical Engineering and Technology, Tianjin University, Tianjin, China.
Yuxiu SunSchool of Chemical Engineering and Technology, Tiangong University, Tianjin, China.
Fei ShiChemical Engineering Research Center, Tianjin Key Laboratory of Membrane Science and Desalination Technology, Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), State Key Laboratory of Chemical Engineering and Low-Carbon Technology (Tianjin University), School of Chemical Engineering and Technology, Tianjin University, Tianjin, China.
Chenyang SongChemical Engineering Research Center, Tianjin Key Laboratory of Membrane Science and Desalination Technology, Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), State Key Laboratory of Chemical Engineering and Low-Carbon Technology (Tianjin University), School of Chemical Engineering and Technology, Tianjin University, Tianjin, China.
Weifan WangChemical Engineering Research Center, Tianjin Key Laboratory of Membrane Science and Desalination Technology, Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), State Key Laboratory of Chemical Engineering and Low-Carbon Technology (Tianjin University), School of Chemical Engineering and Technology, Tianjin University, Tianjin, China.
Qinghua LiChemical Engineering Research Center, Tianjin Key Laboratory of Membrane Science and Desalination Technology, Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), State Key Laboratory of Chemical Engineering and Low-Carbon Technology (Tianjin University), School of Chemical Engineering and Technology, Tianjin University, Tianjin, China.
Menglong ShengChemical Engineering Research Center, Tianjin Key Laboratory of Membrane Science and Desalination Technology, Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), State Key Laboratory of Chemical Engineering and Low-Carbon Technology (Tianjin University), School of Chemical Engineering and Technology, Tianjin University, Tianjin, China.
Zhihua QiaoSchool of Chemical Engineering and Technology, Tiangong University, Tianjin, China.
Jingwei HouNanomaterials Centre, School of Chemical Engineering, The University of Queensland, St Lucia, QLD, Australia.ORCID https://orcid.org/0000-0001-9139-9835
Anthony K CheethamMaterials Research Laboratory, University of California, Santa Barbara, California, USA.
Zhi WangChemical Engineering Research Center, Tianjin Key Laboratory of Membrane Science and Desalination Technology, Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), State Key Laboratory of Chemical Engineering and Low-Carbon Technology (Tianjin University), School of Chemical Engineering and Technology, Tianjin University, Tianjin, China.

Funding

ARC Centre of Excellence for Green Electrochemical Transformation of Carbon Dioxide CE230100017Australian Research Council DP230101901National Key R&D Program of China 2017YFB0603400National Key R&D Program of China 2021YFB3801200National Natural Science Foundation of China 21938007National Natural Science Foundation of China 22478301Science and Technology Plans of Tianjin 23JCJQJC00020
6 · The paper itself

Abstract

Scalable fabrication of high-performance gas separation membranes remains a major challenge for energy-efficient gas purification. Industrial translation of pressure-resistant mixed matrix membranes (MMMs) is largely impeded by the dispersion instability of nanofillers under rapid, non-equilibrium manufacturing conditions, which leads to uncontrollable aggregation and interfacial defects during processing. Here, we present a universal "pre-occupation and post-activation" strategy to construct positively charged polymer-brush metal-organic frameworks (MOFs). This approach endows the fillers with a dual-stabilization mechanism: electro-steric effects ensure static dispersion stability, while a hydrogen-bonding-driven interfacial interlocking mechanism maintains stability during dynamic processing. Together, these mechanisms synergistically facilitate the seamless integration of nanofillers within ultrathin selective layers. This design allows roll-to-roll production of 1 m-wide, pressure-resistant mixed matrix composite membranes (MMCMs) with tunable CO

Indexed as

CO2 separationmetal‐organic frameworksmixed matrix composite membranesroll‐to‐rollscale‐up fabrication

Identifiers

PMID41789526
PMCPMC13432193

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.