Evidence map›Paper›PMID 40315324›Full record

ArticleScience advances2025

Nodular networks in hydrated polyamide desalination membranes enhance water transport.

Danyang Li, Wenkai Liu, Xiaomao Wang, Weichen Lin, Juan Zhai, Hanqing Fan, Kang Xiao, Kunpeng Wang, Yanjie Li, Yan Jin and 4 more

Abstract read
In one paragraph

Article in Science advances, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. In Situ Ptychographic X-ray Computed Tomography of Fully Hydrated Polyamide Membranes.Langmuir : the ACS journal of surfaces and colloids · 2026
    Article
  5. Article
  6. Article
  7. Article
  8. Review
  9. 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

14 authors.

Danyang LiState Key Laboratory of Regional Environment and Sustainability, School of Environment, Tsinghua University, Beijing 100084, China.ORCID 0000-0002-3165-976X
Wenkai LiuState Key Laboratory of Regional Environment and Sustainability, School of Environment, Tsinghua University, Beijing 100084, China.
Xiaomao WangState Key Laboratory of Regional Environment and Sustainability, School of Environment, Tsinghua University, Beijing 100084, China.ORCID 0000-0003-2907-3951
Weichen LinState Key Laboratory of Regional Environment and Sustainability, School of Environment, Tsinghua University, Beijing 100084, China.ORCID 0000-0001-8770-776X
Juan ZhaiDepartment of Civil, Environmental, and Construction Engineering, Texas Tech University, Lubbock, TX 79409, USA.
Hanqing FanDepartment of Civil and Environmental Engineering, Rice University, Houston, TX 77005, USA.ORCID 0000-0003-0650-8924
Kang XiaoKey Laboratory of Earth System Numerical Modeling and Application, College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 101408, China.
Kunpeng WangState Key Laboratory of Regional Environment and Sustainability, School of Environment, Tsinghua University, Beijing 100084, China.
Yanjie LiSchool of Life Sciences, Tsinghua University, Beijing 100084, China.
Yan JinVontron Technology Co. Ltd., Guiyang 550014, China.
Jun FangVontron Technology Co. Ltd., Guiyang 550014, China.
Yuexiao ShenDepartment of Civil, Environmental, and Construction Engineering, Texas Tech University, Lubbock, TX 79409, USA.ORCID 0000-0002-8665-2848
Menachem ElimelechDepartment of Civil and Environmental Engineering, Rice University, Houston, TX 77005, USA.ORCID 0000-0003-4186-1563
Xia HuangState Key Laboratory of Regional Environment and Sustainability, School of Environment, Tsinghua University, Beijing 100084, China.ORCID 0000-0003-4076-1464

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

For nearly half a century, thin-film composite reverse osmosis membranes have served as key separation materials for desalination. However, the precise structure of their polyamide selective layer under hydrated conditions and its relationship to membrane transport remain poorly understood. Using cryo-electron tomography, we successfully reconstructed the three-dimensional structure of six commercial polyamide membranes under hydrated conditions, revealing a fully swollen nodular network. The highly heterogeneous nodules, measuring 17.2 ± 2.8 nanometer in thickness, were directly connected to the pores of the underlying polysulfone substrate. The nodules occupied most of the surface area compared to the 75.9 ± 26.8-nanometer-thick dense layer of the polyamide film. Key structural parameters of the nodules, including surface area index and wall thickness, were correlated with the water permeance of an additional 16 polyamide membranes, validating the major role of these nodules in water transport. This study enhances our understanding of the heterogeneous structure of desalination membranes and its role in membrane transport.

Identifiers

PMID40315324
PMCPMC12047419

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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.