IoT-integrated and portable real-time LAMP platform with hydroxy naphthol blue (HNB) for universal, low-cost pathogen detection in resource-limited settings.

Haojie Zhao, Fei Han, Xinyue Sun, Zexi Gao, Zeyan Zheng, Yajing Niu, Wenping Li, Chao Su, Zhonghong Li, Wenzhi Tang

Abstract read

In one paragraph

Article in Analytical and bioanalytical chemistry, 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

10 authors.

Haojie ZhaoCollege of Food Science and Engineering, Northwest A&F University, Yangling, 712100, Shaanxi, China.

Fei HanCollege of Food Science and Engineering, Northwest A&F University, Yangling, 712100, Shaanxi, China.

Xinyue SunCollege of Food Science and Engineering, Northwest A&F University, Yangling, 712100, Shaanxi, China.

Zexi GaoCollege of Food Science and Engineering, Northwest A&F University, Yangling, 712100, Shaanxi, China.

Zeyan ZhengCollege of Food Science and Engineering, Northwest A&F University, Yangling, 712100, Shaanxi, China.

Yajing NiuCollege of Food Science and Engineering, Northwest A&F University, Yangling, 712100, Shaanxi, China.

Wenping LiAnkang Sericulture Industry Development Center, Ankang, 725000, China.

Chao SuThe Sericultural and Silk Research Institute, College of Animal Science and Technology, Northwest A&F University, Yangling, 712100, China.

Zhonghong LiCollege of Food Science and Engineering, Northwest A&F University, Yangling, 712100, Shaanxi, China.

Wenzhi TangCollege of Food Science and Engineering, Northwest A&F University, Yangling, 712100, Shaanxi, China. tangwenzhi@nwsuaf.edu.cn.

Funding

Natural Science Basic Research Program of Shaanxi Province 2023-JC-YB-187

6 · The paper itself

Abstract

The timely and cost-effective detection of infectious pathogens is critical for their prevention and control. In this study, a low-cost, portable, and user-friendly WiFi-enabled Internet of Things (IoT) monitoring system was developed for the detection of infectious pathogens. The detection mechanism relies on real-time monitoring of hydroxy naphthol blue (HNB) colorimetric signals, which are triggered by the depletion of Mg

Indexed as

Internet of ThingsMolecular Diagnostic TechniquesNaphthalenesulfonatesNucleic Acid Amplification TechniquesAnimalsColorimetryLimit of DetectionResource-Limited SettingsNaphthalenesulfonatestrisodium 3-hydroxy-4-((2Z)-2-(2-oxo-4-sulfonatonaphthalen-1-ylidene)hydrazinyl)naphthalene-2,7-disulfonateHNBLAMPLow-cost detectionPortable molecular diagnosticsReal-time detection

Identifiers

PMID41417035

DOI10.1016/j.talanta.2022.123294

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.