Evidence map›Paper›PMID 40931139›Full record

ArticleAnalytical and bioanalytical chemistry2025

Ultrasensitive and specific electrochemical detection of Escherichia coli via functionalized magnetic nanoparticles by time-frequency analysis.

Siqi Dong, Xiaobin Zhang, Shijuan Cao, Chenpan Lei, Hanyang Bao, Ying Xu

Abstract read
PubMed Publisher
In one paragraph

Article in Analytical and bioanalytical chemistry, 2025. 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. Review
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

6 authors.

Siqi Dong *School of Artificial Intelligence, Hangzhou Dianzi University, Hangzhou, 310018, China.
Xiaobin Zhang *School of Artificial Intelligence, Hangzhou Dianzi University, Hangzhou, 310018, China.
Shijuan CaoSchool of Artificial Intelligence, Hangzhou Dianzi University, Hangzhou, 310018, China.
Chenpan LeiSchool of Artificial Intelligence, Hangzhou Dianzi University, Hangzhou, 310018, China.
Hanyang BaoSchool of Artificial Intelligence, Hangzhou Dianzi University, Hangzhou, 310018, China.
Ying XuSchool of Artificial Intelligence, Hangzhou Dianzi University, Hangzhou, 310018, China. xuyingxy@hdu.edu.cn.

Funding

"14th Five-Year Plan" Provincial Graduate Education and Teaching Reform Project JGCG20242102024 Graduate Education and Teaching Reform Project of Hangzhou Dianzi University JXGG2024YB003Natural Science Foundation of Zhejiang Province Y23F010031
6 · The paper itself

Abstract

The prompt and accurate identification of pathogenic bacteria is crucial for mitigating the transmission of infections. Conventional detection methods face limitations, including lengthy processing, complex sample pretreatment, high instrumentation costs, and insufficient sensitivity for rapid on-site screening. To address these challenges, an aptamer (Apt)-sensor based on functionalized magnetic nanoparticles (MNPs) was developed for detecting Escherichia coli. Fe

Indexed as

Biosensing TechniquesElectrochemical TechniquesEscherichia coliMagnetite NanoparticlesAptamers, NucleotideGoldLimit of DetectionAptamers, NucleotideGoldMagnetite NanoparticlesBO-XGBoost modelE. coli detectionFe3O4@Au magnetic nanoparticlesSHapley Additive exPlanations analysis

Identifiers

PMID40931139

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.