Evidence map›Paper›PMID 41342868›Full record

ArticleACS sensors2026

A Label-Free Microfiber Biosensor for Auxiliary Diagnosis of Pre-Eclampsia.

Zefeng Li, Danfeng Zeng, Yangjie Li, Yanliang Huang, Yi Zhou, Huijuan Quan, Yu Xie, Peishan Chen, Ruen Xie, Lan Rao and 5 more

Abstract read
In one paragraph

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

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

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

15 authors.

Zefeng LiState Key Laboratory of Information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing 100876, China.ORCID 0000-0003-3232-7342
Danfeng ZengDepartment of Gynaecology and Obstetrics, The Second Affiliated Hospital of Shantou University Medical College, Shantou University, Shantou 515041, China.
Yangjie LiDepartment of Applied Physics, Science College, Shantou University, Shantou 515041, China.
Yanliang HuangDepartment of Applied Physics, Science College, Shantou University, Shantou 515041, China.
Yi ZhouDepartment of Applied Physics, Science College, Shantou University, Shantou 515041, China.
Huijuan QuanDepartment of Applied Physics, Science College, Shantou University, Shantou 515041, China.
Yu XieDepartment of Applied Physics, Science College, Shantou University, Shantou 515041, China.
Peishan ChenDepartment of Gynaecology and Obstetrics, The Second Affiliated Hospital of Shantou University Medical College, Shantou University, Shantou 515041, China.
Ruen XieRadiology Department, The Second Affiliated Hospital of Shantou University Medical College, Shantou 515041, China.
Lan RaoState Key Laboratory of Information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing 100876, China.
Xinzhu SangState Key Laboratory of Information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing 100876, China.
Gerald FarrellPhotonics Research Centre, School of Electrical and Electronic Engineering, City Campus, Technological University Dublin, Dublin 7, Ireland.
Jinhui YuanState Key Laboratory of Information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing 100876, China.ORCID 0000-0003-1410-7792
Guoyong SunDepartment of Applied Physics, Science College, Shantou University, Shantou 515041, China.
Qiang WuSchool of Engineering, Physics and Mathematics, Northumbria University, Newcastle upon Tyne NE1 8ST, U.K.ORCID 0000-0002-2901-7434

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Pre-eclampsia (PE) is a serious multiorgan complication that can seriously threaten the life and health of pregnant women and their fetuses. Current clinical diagnosis relies heavily on nonspecific symptoms, while conventional biomarker assays lack the sensitivity to detect low concentrations of placental growth factor (PlGF), a key indicator whose levels drop significantly as PE progresses. This paper proposed a cascade microfiber (CMF) biosensor that utilizes the vernier effect for the quantitative detection of PlGF in clinal serum samples of PE patients. The experimental results show that the proposed CMF biosensor has a limit of detection as low as 0.49 pg/mL and a detection time that is less than 20 min. Clinical validation using serum samples from 35 pregnant women demonstrated that the CMF biosensor achieved 78.6% sensitivity, 85.7% specificity, and 82.9% diagnostic accuracy. Importantly, we have established a strong correlation between PlGF levels and clinical severity, confirming the biomarker's auxiliary diagnosis value and reinforcing the sensor's clinical relevance. The proposed method could form the basis of a next-generation diagnostic system for PE that combines high sensitivity, speed, and simplicity and has the potential to transform current screening protocols by enabling early intervention and improving maternal-fetal outcomes.

Indexed as

Biosensing TechniquesPlacenta Growth FactorPre-EclampsiaAdultBiomarkersFemaleHumansLimit of DetectionPregnancyBiomarkersPGF protein, humanPlacenta Growth Factorauxiliary diagnosiscascade microfiber biosensorplacental growth factorpre-eclampsiavernier effect

Identifiers

PMID41342868
PMCPMC12836341

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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.