Evidence map›Paper›PMID 41133852›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Chromatic-Zone Mapping for Rapid Discovery of Antibacterial Alloys with Nanostructured Surfaces.

Qiu-Yu Zhao, Yu-Ying Liu, Li-Wei Hu, Hong-Xi Duan, Ming-Xing Li, Yan-Hui Liu, Jing Jiang, Zhen Lu, Wei-Hua Wang

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 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

9 authors.

Qiu-Yu ZhaoInstitute of Physics, Chinese Academy of Sciences, Beijing, 100190, China.
Yu-Ying LiuSchool of Health Sciences & Biomedical Engineering, Hebei University of Technology, Tianjin, 300130, China.
Li-Wei HuInstitute of Physics, Chinese Academy of Sciences, Beijing, 100190, China.
Hong-Xi DuanInstitute of Physics, Chinese Academy of Sciences, Beijing, 100190, China.
Ming-Xing LiInstitute of Physics, Chinese Academy of Sciences, Beijing, 100190, China.
Yan-Hui LiuInstitute of Physics, Chinese Academy of Sciences, Beijing, 100190, China.
Jing JiangSchool of Health Sciences & Biomedical Engineering, Hebei University of Technology, Tianjin, 300130, China.
Zhen LuInstitute of Physics, Chinese Academy of Sciences, Beijing, 100190, China.ORCID https://orcid.org/0000-0002-6202-8709
Wei-Hua WangInstitute of Physics, Chinese Academy of Sciences, Beijing, 100190, China.

Funding

Innovative Research Group Project of the National Natural Science Foundation of China 52192604Innovative Research Group Project of the National Natural Science Foundation of China 52201179:T22220Innovative Research Group Project of the National Natural Science Foundation of China 52371166Innovative Research Group Project of the National Natural Science Foundation of China 62104131National Key R&D Program of china 2021YFB3802900
6 · The paper itself

Abstract

Addressing antibiotic-resistant bacteria requires the efficient development of antibiotic-free antimicrobial materials. Herein, a high-throughput parallel chromatic-zone screening strategy is developed that enables the simultaneous screening of composition and surface structure, thereby optimizing antimicrobial performance. As an example, a MgCuPdGd alloy library with diverse compositions and nanostructures, consisting of 229 samples with continuous compositional gradients and varied nanostructured morphologies is constructed by integrating magnetron co-sputtering and chemical dealloying. The dealloyed samples exhibit distinct chromatic zones-red, yellow, and green-each associated with unique compositional and microstructural features. Among these regions, the red Cu-rich region demonstrates the most outstanding antibacterial performance, achieving a 95% reduction of viable Staphylococcus aureus (S. aureus). Comprehensive characterization confirms that the superior antimicrobial efficiency originates from the synergistic contribution of the CuPd alloy and the optimized nanostructure. Furthermore, the observed correlation among surface color, composition, morphology, and antibacterial performance highlights the predictive capability of the chromatic-zone screening approach, thereby reducing characterization requirements by 90% and enabling morphology and performance estimation across large material libraries. This work not only offers a rapid and cost-effective strategy for identifying antimicrobial materials but also provides a versatile platform adaptable to the development of functional materials for broader biomedical and environmental applications.

Indexed as

AlloysAnti-Bacterial AgentsNanostructuresMicrobial Sensitivity TestsStaphylococcus aureusSurface PropertiesAlloysAnti-Bacterial Agentsantibacterial performancechromatic‐zone screening approachhigh‐throughput dealloyingmetallic glass

Identifiers

PMID41133852
PMCPMC12806383

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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.