Evidence map›Paper›PMID 41880498›Full record

ArticleScience advances2026

Harnessing cooperative sorbate-sorbent adaptation in a flexible metal-organic framework for switchable hydrocarbon separation.

Han Fang, Meagan Mulcair, Jia-Peng Han, Bo Zhang, Brian Space, Shi-Qiang Wang, Mei-Hui Yu, Ze Chang, Xian-He Bu

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

9 authors.

Han FangSchool of Materials Science and Engineering, National Institute for Advanced Materials, Tianjin Key Laboratory of Metal and Molecule-Based Material Chemistry, Nankai University, Tianjin 300350, China.ORCID 0009-0009-7992-3265
Meagan MulcairDepartment of Chemistry, North Carolina State University, 2700 Stinson Drive, Cox Hall 506, Raleigh, NC 27607, USA.ORCID 0000-0001-9204-0330
Jia-Peng HanSchool of Materials Science and Engineering, National Institute for Advanced Materials, Tianjin Key Laboratory of Metal and Molecule-Based Material Chemistry, Nankai University, Tianjin 300350, China.
Bo ZhangSchool of Materials Science and Engineering, National Institute for Advanced Materials, Tianjin Key Laboratory of Metal and Molecule-Based Material Chemistry, Nankai University, Tianjin 300350, China.
Brian SpaceDepartment of Chemistry, North Carolina State University, 2700 Stinson Drive, Cox Hall 506, Raleigh, NC 27607, USA.ORCID 0000-0003-0246-7408
Shi-Qiang WangSingapore Membrane Technology Centre, Nanyang Environment and Water Research Institute, Nanyang Technological University, 1 Cleantech Loop, 637141, Singapore.ORCID 0000-0003-1213-8317
Mei-Hui YuSchool of Materials Science and Engineering, National Institute for Advanced Materials, Tianjin Key Laboratory of Metal and Molecule-Based Material Chemistry, Nankai University, Tianjin 300350, China.ORCID 0000-0002-4561-5581
Ze ChangSchool of Materials Science and Engineering, National Institute for Advanced Materials, Tianjin Key Laboratory of Metal and Molecule-Based Material Chemistry, Nankai University, Tianjin 300350, China.ORCID 0000-0002-3865-2165
Xian-He BuSchool of Materials Science and Engineering, National Institute for Advanced Materials, Tianjin Key Laboratory of Metal and Molecule-Based Material Chemistry, Nankai University, Tianjin 300350, China.ORCID 0000-0002-2646-7974

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The pursuit of selective adsorption for separating molecules with similar shapes and interactions remains a formidable challenge. This work harnesses a powerful, previously unrecognized mechanism in a flexible metal-organic framework (Flex-Cd-MOF-3) to achieve switchable adsorption selectivity. Specifically, Flex-Cd-MOF-3, a descendant of Flex-Cd-MOF-2 with increased linker rigidity and functionalization, exhibits both local rearrangements and reversible framework expansion or shrinkage, showing phase-dependent propylene/propane selectivity. Considering propane, mutually beneficial conformational changes in the material and sorbate co-occur that are not possible with rigid propylene, reshaping the energy landscapes. These distinct interaction mechanisms, for otherwise very similar molecules, directly lead to pore swelling and shrinking at different pressures and phase switchable selectivity. An innovative modeling approach was developed that describes the full desorption pathway, explaining the relative binding energies and the sorbate-dependent mechanism of pore shrinkage. This work establishes cooperative sorbate-sorbent adaptation as a generalizable adsorption mechanism for achieving precise separation of similar molecules through distinct intermolecular interactions.

Identifiers

PMID41880498
PMCPMC13015882

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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.