Evidence map›Paper›PMID 42308295›Full record

ArticleScience advances2026

A stage-based framework for closed-loop recycling of polymeric composite membranes.

Huaxing Liang, Jingjing Cao, Zhiyang Zhu, Likun Ma, Zimou Feng, Yi Yang, Menachem Elimelech, Xinglin Lu

Abstract read
In one paragraph

Article in Science advances, 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

8 authors.

Huaxing LiangState Key Laboratory of Advanced Environmental Technology, School of Environment, University of Science and Technology of China, Hefei 230026, China.ORCID 0009-0000-8139-1848
Jingjing CaoState Key Laboratory of Advanced Environmental Technology, School of Environment, University of Science and Technology of China, Hefei 230026, China.ORCID 0000-0003-2945-6442
Zhiyang ZhuState Key Laboratory of Advanced Environmental Technology, School of Environment, University of Science and Technology of China, Hefei 230026, China.ORCID 0009-0006-3296-8536
Likun MaState Key Laboratory of Advanced Environmental Technology, School of Environment, University of Science and Technology of China, Hefei 230026, China.ORCID 0009-0005-0184-5819
Zimou FengState Key Laboratory of Advanced Environmental Technology, School of Environment, University of Science and Technology of China, Hefei 230026, China.ORCID 0000-0001-9613-6655
Yi YangState Key Laboratory of Advanced Environmental Technology, School of Environment, University of Science and Technology of China, Hefei 230026, China.ORCID 0000-0001-9600-3713
Menachem ElimelechDepartment of Civil and Environmental Engineering, Department of Chemical and Biomolecular Engineering, and Rice WaTER Institute, Rice University, Houston, TX 77005, USA.ORCID 0000-0003-4186-1563
Xinglin LuState Key Laboratory of Advanced Environmental Technology, School of Environment, University of Science and Technology of China, Hefei 230026, China.ORCID 0000-0001-9600-3713

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Polymeric composite membranes are essential in modern separation technologies but pose critical challenges for sustainable end-of-life (EOL) management due to their chemically heterogeneous, multilayer structures. Existing approaches, such as mechanical processing or catalytic depolymerization, exhibit limited efficiency in separating and recovering multiple components. Here, we present a stage-based physical-chemical recycling strategy enabling multicomponent recovery and closed-loop regeneration of composite membranes through sequential solvent extraction, catalytic depolymerization, and membrane recasting. Using real EOL membranes as feedstock, the process yields regenerated membranes with mechanical robustness and separation performance comparable to commercial counterparts. Life-cycle assessment and technoeconomic analysis reveal substantial reductions in environmental impacts and material costs relative to conventional membrane manufacturing. By engineering a scalable process system for the circular recovery of complex membrane components, this work bridges materials science and process engineering, offering a viable route for sustainable management of polymeric composite waste streams.

Identifiers

PMID42308295
PMCPMC13274607

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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.