Broad pH-resistant microdroplet SERS platform based on Ag@SiO

Haixia Zhao, Jizhuo Liu, Huiling Yuan, Yi Duan, Ping Wen, Yi Xu, Qinhong Wang, Li Chen

Abstract read

In one paragraph

Article in Microsystems & nanoengineering, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed

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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

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3 · Its place in the literature

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0 citing papers in PubMed.

No citing paper in PubMed yet.

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

8 authors.

Haixia ZhaoCollege of Optoelectronic Engineering, Key Laboratory of Optoelectronic Technology and Systems, Ministry of Education, Key Disciplines Lab of Novel Micro-Nano Devices and System Technology, Chongqing University, Chongqing, China.ORCID http://orcid.org/0009-0003-9593-944X

Jizhuo LiuCollege of Optoelectronic Engineering, Key Laboratory of Optoelectronic Technology and Systems, Ministry of Education, Key Disciplines Lab of Novel Micro-Nano Devices and System Technology, Chongqing University, Chongqing, China.

Huiling YuanState Key Laboratory of Engineering Biology for Low-carbon Manufacturing, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, China.

Yi DuanCollege of Optoelectronic Engineering, Key Laboratory of Optoelectronic Technology and Systems, Ministry of Education, Key Disciplines Lab of Novel Micro-Nano Devices and System Technology, Chongqing University, Chongqing, China.

Ping WenDepartment of Clinical Laboratory, the Second Affiliated Hospital of the Army Medical University, Chongqing, China.

Yi XuCollege of Optoelectronic Engineering, Key Laboratory of Optoelectronic Technology and Systems, Ministry of Education, Key Disciplines Lab of Novel Micro-Nano Devices and System Technology, Chongqing University, Chongqing, China.

Qinhong WangNational Center of Technology Innovation for Synthetic Biology, Tianjin, China.

Li ChenCollege of Optoelectronic Engineering, Key Laboratory of Optoelectronic Technology and Systems, Ministry of Education, Key Disciplines Lab of Novel Micro-Nano Devices and System Technology, Chongqing University, Chongqing, China. CL2009@cqu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Surface-enhanced Raman scattering (SERS) holds great promise for the real-time detection of microbial metabolites. However, pH fluctuations in fermentation environments can induce probe corrosion, aggregation, or precipitation, severely compromising the stability and reproducibility of SERS signals and thus diminishing system reliability for real-time analysis. To address this challenge, this study proposes a "material-system co-design" strategy to develop a wide pH-tolerant microdroplet SERS detection platform based on Ag@SiO

Identifiers

PMID42185263

DOI10.1038/s41378-026-01311-3

PMCPMC13201772

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LicenceCC BY-NC-ND

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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.