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MOF gel network crosslinked mixed matrix membranes with engineered interface for high-efficiency Helium recovery
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  • Published: 07 May 2026

MOF gel network crosslinked mixed matrix membranes with engineered interface for high-efficiency Helium recovery

  • Keming Zhang1,2,
  • Haishan Huan1,2,
  • Xiaohe Tian1,2,
  • Chongshan Yin  ORCID: orcid.org/0000-0002-5578-27113,
  • Xiaohua Ma4 &
  • …
  • Shaofei Wang  ORCID: orcid.org/0000-0002-1790-71491,2 

Nature Communications (2026) Cite this article

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Subjects

  • Polymers
  • Self-assembly

Abstract

Helium (He) recovery via conventional cryogenic distillation is highly energy-intensive and costly. Membrane separation features modularity and efficiency, but mixed-matrix membranes (MMMs) often suffer from discontinuous channels and poor filler–polymer compatibility, which impair separation performance. Here, we report an MMM platform by embedding a continuous 3D nanoporous ZIF-67-NH2 gel within a polyimide matrix. The gel functions as a dual-functional crosslinker, forming covalent amide linkages and hydrogen bonds with the polymer to eliminate interfacial voids, while creating interconnected, selective nanochannels through its intrinsic nanoporosity. This yields He/CH4 performance: 549 Barrer He permeability and 110.3 selectivity, surpassing the benchmark membranes. The membrane retains over 95% performance in mixed-gas tests over 180 h. Process simulations show that a hybrid membrane–cryogenic system achieves >93% He recovery and 74% energy savings. This work provides an energy-efficient platform for critical gas separations.

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Acknowledgements

The authors thank the Analytical Instrumentation Center of Hunan University for assistance with TEM and DSC measurements. The authors gratefully acknowledge the financial support from the Open Project Program of State Key Laboratory of Petroleum Pollution Control (Grant No. PPC2023003, recipient S.W.), CNPC Research Institute of Safety and Environmental Technology, the Natural Science Foundation of Changsha, China (kq2402057, recipient S.W.), Guangdong Basic and Applied Basic Research Foundation (2024A1515011066, recipient S.W.), Hunan Provincial Innovation Foundation For Postgraduate (CX20240454, recipient X.T.) and the Fundamental Research Funds for the Central Universities.

Author information

Authors and Affiliations

  1. State Key Laboratory of Chemo and Biosensing, College of Chemistry and Chemical Engineering, Hunan University, Changsha, China

    Keming Zhang, Haishan Huan, Xiaohe Tian & Shaofei Wang

  2. Greater Bay Area Institute for Innovation, Hunan University, Guangzhou, China

    Keming Zhang, Haishan Huan, Xiaohe Tian & Shaofei Wang

  3. Hunan Provincial Key Laboratory of Flexible Electronic Materials Genome Engineering, School of Physics and Electronic Science, Changsha University of Science and Technology, Changsha, China

    Chongshan Yin

  4. State Key Laboratory of Separation Membranes and Membrane Processes, School of Materials Science and Engineering, Tiangong University, Tianjin, 300387, China

    Xiaohua Ma

Authors
  1. Keming Zhang
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  2. Haishan Huan
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  3. Xiaohe Tian
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  4. Chongshan Yin
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  5. Xiaohua Ma
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  6. Shaofei Wang
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Corresponding authors

Correspondence to Xiaohua Ma or Shaofei Wang.

Ethics declarations

Competing interests

K.Z. and S.W. are inventors on a patent application filed by Hunan University (no. CN202510044823.2) that covers the synthesis and application of the MOF gels described in this paper. The remaining authors declare no competing interests.

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Open Access This article is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License, which permits any non-commercial use, sharing, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if you modified the licensed material. You do not have permission under this licence to share adapted material derived from this article or parts of it. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc-nd/4.0/.

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Cite this article

Zhang, K., Huan, H., Tian, X. et al. MOF gel network crosslinked mixed matrix membranes with engineered interface for high-efficiency Helium recovery. Nat Commun (2026). https://doi.org/10.1038/s41467-026-72867-x

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  • Received: 03 July 2025

  • Accepted: 24 April 2026

  • Published: 07 May 2026

  • DOI: https://doi.org/10.1038/s41467-026-72867-x

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