Evidence map›Paper›PMID 42826176›Full record

ArticleScience advances2026

Precise molecular sieving in polycrystalline covalent organic framework membranes.

Xiansong Shi, Haipei Shao, Xin Zhang, Fen Huang, Qixing Liu, He Li, Wei Zhao, Junyu Ren, Yunchuan Pu, Wen-Hua Li and 3 more

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
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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

13 authors.

Xiansong ShiDepartment of Chemical and Biomolecular Engineering, National University of Singapore, 4 Engineering Drive 4, Singapore 117585, Singapore.ORCID 0000-0002-4258-7941
Haipei ShaoInstitute of Materials Research and Engineering (IMRE), Agency for Science, Technology and Research (A*STAR), 2 Fusionopolis Way, Innovis #08-03, Singapore 138634, Singapore.
Xin ZhangCollege of Safety Science and Engineering, Nanjing Tech University, Nanjing 211816, Jiangsu, P. R. China.ORCID 0000-0002-9291-0671
Fen HuangDepartment of Chemical and Biomolecular Engineering, National University of Singapore, 4 Engineering Drive 4, Singapore 117585, Singapore.ORCID 0009-0001-7864-8531
Qixing LiuDepartment of Chemical and Biomolecular Engineering, National University of Singapore, 4 Engineering Drive 4, Singapore 117585, Singapore.ORCID 0000-0002-1201-2258
He LiDepartment of Chemical and Biomolecular Engineering, National University of Singapore, 4 Engineering Drive 4, Singapore 117585, Singapore.ORCID 0000-0002-3752-281X
Wei ZhaoDepartment of Chemical and Biomolecular Engineering, National University of Singapore, 4 Engineering Drive 4, Singapore 117585, Singapore.ORCID 0000-0003-0265-2590
Junyu RenDepartment of Chemical and Biomolecular Engineering, National University of Singapore, 4 Engineering Drive 4, Singapore 117585, Singapore.
Yunchuan PuDepartment of Chemical and Biomolecular Engineering, National University of Singapore, 4 Engineering Drive 4, Singapore 117585, Singapore.ORCID 0000-0001-9767-6944
Wen-Hua LiDepartment of Chemical and Biomolecular Engineering, National University of Singapore, 4 Engineering Drive 4, Singapore 117585, Singapore.
Nengxiu ZhuDepartment of Chemical and Biomolecular Engineering, National University of Singapore, 4 Engineering Drive 4, Singapore 117585, Singapore.
Ming LinInstitute of Materials Research and Engineering (IMRE), Agency for Science, Technology and Research (A*STAR), 2 Fusionopolis Way, Innovis #08-03, Singapore 138634, Singapore.ORCID 0000-0001-5284-6591
Dan ZhaoDepartment of Chemical and Biomolecular Engineering, National University of Singapore, 4 Engineering Drive 4, Singapore 117585, Singapore.ORCID 0000-0002-4427-2150

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Covalent organic frameworks (COFs) unlock opportunities to unite rapid mass transport with molecular-level sieving through membranes. However, achieving long-range crystallographic order within these membranes remains a central challenge that limits their separation precision. Here, we report a monomer-driven strategy for the ambient-condition fabrication of COF polycrystalline membranes featuring definite lattice order and polyhedral textures, reminiscent of benchmark metal-organic framework counterparts. Using a rigid, π-conjugated pyrene-centered tetraamine, we enable nonepitaxial intergrowth of faceted COF crystals on a porous support, yielding a 350-nanometer-thick membrane with a record-high Brunauer-Emmett-Teller surface area of 2121 square meters per gram among COF separation membranes of comparable pore size. The resulting COF membrane preserves its crystallographic order and polyhedral texture even after 1 month of solvent exposure while uniquely combining increased surface stiffness with high tensile ductility. Notably, we demonstrate its superior liquid-phase molecular selectivity, outperforming COF analogs with considerably smaller pore apertures, and elucidate an unambiguous correlation between crystallographic order and permselectivity. This work positions crystallographic ordering as a guiding principle for COF membranes, opening more possibilities at the intersection of framework materials and separation technologies.

Identifiers

PMID42826176
PMCPMC13632721

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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.