Evidence map›Paper›PMID 42773157›Full record

ArticleNature communications2026

Low-gas-flow strategy boosts hierarchical porosity of ZIF-8 single-atom catalysts for efficient adsorption-driven degradation.

Guiwei Liang, Shuyi Yang, Yaping Xie, Tingran Liu, Rongbing Fu, Bingcai Pan, Yuping Qiu

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

7 authors.

Guiwei LiangState Key Laboratory of Water Pollution Control and Green Resource Recycling, Department of Environmental Science, College of Environmental Science and Engineering, Tongji University, Shanghai, China.
Shuyi YangState Key Laboratory of Water Pollution Control and Green Resource Recycling, Department of Environmental Science, College of Environmental Science and Engineering, Tongji University, Shanghai, China.
Yaping XieState Key Laboratory of Water Pollution Control and Green Resource Recycling, Department of Environmental Science, College of Environmental Science and Engineering, Tongji University, Shanghai, China.
Tingran LiuState Key Laboratory of Water Pollution Control and Green Resource Recycling, Department of Environmental Science, College of Environmental Science and Engineering, Tongji University, Shanghai, China.
Rongbing FuState Key Laboratory of Water Pollution Control and Green Resource Recycling, Department of Environmental Science, College of Environmental Science and Engineering, Tongji University, Shanghai, China.
Bingcai PanState Key Laboratory of Water Pollution Control and Green Resource Recycling Foundation, School of Environment, Nanjing University, Nanjing, China.ORCID http://orcid.org/0000-0003-3626-1539
Yuping QiuState Key Laboratory of Water Pollution Control and Green Resource Recycling, Department of Environmental Science, College of Environmental Science and Engineering, Tongji University, Shanghai, China. ypqiu@tongji.edu.cn.ORCID http://orcid.org/0000-0002-3803-1393

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Hierarchical porosity amplifies single-atom catalyst (SAC) performance by enhancing mass transport and site accessibility, yet conventional fabrication typically relies on sacrificial-templating or post-etching protocols. Here, we construct well-connected pore networks via minimalistic gas-flow control. Lowering the N

Identifiers

PMID42773157
PMCPMC13598094

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.