Evidence map›Paper›PMID 42640388›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Precise Control of Charge-Structure Coupling in Polyamide Membranes for Mono- and Divalent Ion Separation.

Shaofan Duan, Shuai Jiang, Feidong Yang, Yuxuan Feng, Yongxuan Shi, Pengfei Zhang, Mengyang Hu, Yuqing Lin, Tae Hoon Lee, Kecheng Guan and 4 more

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 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
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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

14 authors.

Shaofan DuanResearch Center for Membrane and Film Technology, Kobe University, Nada, Kobe, Japan.
Shuai JiangResearch Center for Membrane and Film Technology, Kobe University, Nada, Kobe, Japan.
Feidong YangResearch Center for Membrane and Film Technology, Kobe University, Nada, Kobe, Japan.ORCID https://orcid.org/0009-0004-4375-490X
Yuxuan FengDepartment of Chemical Science and Engineering, Kobe University, Nada, Kobe, Japan.ORCID https://orcid.org/0009-0006-0330-7931
Yongxuan ShiResearch Center for Membrane and Film Technology, Kobe University, Nada, Kobe, Japan.ORCID https://orcid.org/0000-0002-8719-2070
Pengfei ZhangResearch Center for Membrane and Film Technology, Kobe University, Nada, Kobe, Japan.ORCID https://orcid.org/0009-0008-1541-945X
Mengyang HuResearch Center for Membrane and Film Technology, Kobe University, Nada, Kobe, Japan.
Yuqing LinResearch Center for Membrane and Film Technology, Kobe University, Nada, Kobe, Japan.ORCID https://orcid.org/0000-0002-9322-346X
Tae Hoon LeeDepartment of Future Energy Engineering, Sungkyunkwan University, Suwon, Republic of Korea.ORCID https://orcid.org/0000-0003-0641-0417
Kecheng GuanResearch Center for Membrane and Film Technology, Kobe University, Nada, Kobe, Japan.ORCID https://orcid.org/0000-0002-4924-7480
Keizo NakagawaResearch Center for Membrane and Film Technology, Kobe University, Nada, Kobe, Japan.ORCID https://orcid.org/0000-0002-5323-0462
Tomohisa YoshiokaResearch Center for Membrane and Film Technology, Kobe University, Nada, Kobe, Japan.
Hideto MatsuyamaResearch Center for Membrane and Film Technology, Kobe University, Nada, Kobe, Japan.ORCID https://orcid.org/0000-0003-2468-4905
Eiji KamioResearch Center for Membrane and Film Technology, Kobe University, Nada, Kobe, Japan.

Funding

China Scholarship Council 202307040022Japan Society for the Promotion of Science Bilateral Joint Research JPJSBP120268810National Research Foundation of Korea FY2026National Research Foundation of Korea RS-2026-25459609
6 · The paper itself

Abstract

Selective separation of monovalent and divalent ions sharing the same charge sign is critical for treating complex aqueous streams such as natural brines and industrial wastewater. However, conventional nanofiltration (NF) membranes, which rely primarily on charge-based exclusion, often struggle to achieve efficient separation of counter-ions, limiting their applicability. Herein, we report a composition-regulated zwitterionic copolymer grafting strategy that enables precise tuning of membrane surface chemistry and pore structure of NF membranes. A zwitterionic copolymer, poly(2-methacryloyloxyethyl phosphorylcholine-co-2-aminoethyl methacrylate hydrochloride) (P(MPC-co-AEMA)), with tunable MPC/AEMA ratios, is grafted onto the polyamide (PA) selective layer via secondary interfacial polymerization. Rather than relying solely on the introduction of zwitterionic functionalities, this approach leverages the balance between reactive anchoring segments (AEMA) and zwitterionic segments (MPC) to regulate grafting density, surface charge, and structural evolution of the PA layer. Through systematic control of copolymer composition, the membrane properties can be finely tuned from strongly charged to near-neutral surfaces with concurrently reduced pore size, thereby suppressing charge-sign-dependent electrostatic interaction effects and promoting sterically governed ion transport. This work demonstrates that balancing reactive anchoring and zwitterionic segments offers a rational strategy for tuning membrane physicochemical properties and advancing NF membranes toward charge-sign-independent ion-selective separations.

Indexed as

interfacial polymerizationmono/divalent ion separationtunable compositionszwitterionic copolymer grafting

Identifiers

PMID42640388
PMCPMC13505581

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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.