Evidence map›Paper›PMID 37487093›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2023

Theoretical isotherm equation for adsorption-induced structural transition on flexible metal-organic frameworks.

Shotaro Hiraide, Yuta Sakanaka, Yuya Iida, Homare Arima, Minoru T Miyahara, Satoshi Watanabe

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

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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

6 citing papers in PubMed.

  1. Article
  2. Review
  3. Adsorption and Separation by Flexible MOFs.Advanced materials (Deerfield Beach, Fla.) · 2025
    Review
  4. Article
  5. Review
  6. 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

6 authors.

Shotaro HiraideDepartment of Chemical Engineering, Kyoto University, Nishikyo, Kyoto 615-8510, Japan.ORCID 0000-0001-7853-1619
Yuta SakanakaDepartment of Chemical Engineering, Kyoto University, Nishikyo, Kyoto 615-8510, Japan.
Yuya IidaDepartment of Chemical Engineering, Kyoto University, Nishikyo, Kyoto 615-8510, Japan.
Homare ArimaDepartment of Chemical Engineering, Kyoto University, Nishikyo, Kyoto 615-8510, Japan.
Minoru T MiyaharaDepartment of Chemical Engineering, Kyoto University, Nishikyo, Kyoto 615-8510, Japan.
Satoshi WatanabeDepartment of Chemical Engineering, Kyoto University, Nishikyo, Kyoto 615-8510, Japan.ORCID 0000-0002-5058-4337

Funding

Japan Society for the Promotion of Science London (JSPS) 20K15074Japan Society for the Promotion of Science London (JSPS) 21K18187Japan Society for the Promotion of Science London (JSPS) 22H01848MEXT | JST | Core Research for Evolutional Science and Technology (CREST) JPMJCR17I3
6 · The paper itself

Abstract

Flexible metal-organic frameworks (MOFs) exhibit an adsorption-induced structural transition known as "gate opening" or "breathing," resulting in an S-shaped adsorption isotherm. This unique feature of flexible MOFs offers significant advantages, such as a large working capacity, high selectivity, and intrinsic thermal management capability, positioning them as crucial candidates for revolutionizing adsorption separation processes. Therefore, the interest in the industrial applications of flexible MOFs is increasing, and the adsorption engineering for flexible MOFs is becoming important. However, despite the establishment of the theoretical background for adsorption-induced structural transitions, no theoretical equation is available to describe S-shaped adsorption isotherms of flexible MOFs. Researchers rely on various empirical equations for process simulations that can lead to unreliable outcomes or may overlook insights into improving material performance owing to parameters without physical meaning. In this study, we derive a theoretical equation based on statistical mechanics that could be a standard for the structural transition type adsorption isotherms, as the Langmuir equation represents type I isotherms. The versatility of the derived equation is shown through four examples of flexible MOFs that exhibit gate opening and breathing. The consistency of the formula with existing theories, including the osmotic free energy analysis and intrinsic thermal management capabilities, is also discussed. The developed theoretical equation may lead to more reliable and insightful outcomes in adsorption separation processes, further advancing the direction of industrial applications of flexible MOFs.

Indexed as

adsorption-induced structural transitionadsorption isotherm equationmetal–organic frameworksstatistical mechanics

Identifiers

PMID37487093
PMCPMC10401030

What OpenQuestion holds

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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.