Evidence map›Paper›PMID 42517930›Full record

ArticleMikrochimica acta2026

An integrated and portable optoelectronic biosensing system for rapid post-extraction on-site quantification of Heterosigma akashiwo.

Le Qiang, Shicai Xu, Jun Sun, Lin Han, Yu Zhang

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In one paragraph

Article in Mikrochimica acta, 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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1 · What the graph read from it

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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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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Le QiangKey Laboratory of Shaanxi Province for Craniofacial Precision Medicine Research, College of Stomatology, Xi'an Jiaotong University, Xi'an, Shaanxi, 710004, China.ORCID http://orcid.org/0000-0002-0023-6609
Shicai XuInstitute of Biophysics, Dezhou University, Dezhou, 253023, China.ORCID http://orcid.org/0000-0002-0581-7912
Jun SunResearch Centre for Indian Ocean Ecosystem, Tianjin University of Science and Technology, Tianjin, 300457, China.ORCID http://orcid.org/0000-0001-7369-7871
Lin HanInstitute of Marine Science and Technology, Department of Integrated Circuits, Shandong University, Jinan, 250100, China. hanlin@sdu.edu.cn.ORCID http://orcid.org/0000-0003-0461-2031
Yu ZhangInstitute of Marine Science and Technology, Department of Integrated Circuits, Shandong University, Jinan, 250100, China. yuzhang@sdu.edu.cn.ORCID http://orcid.org/0000-0002-0666-2537

Funding

Dezhou University 2023KFKT005the Natural Science Foundation of Qingdao-Original Exploration Project 24-4-4-zrjj-139- jchthe Young Scientists Fund of the National Natural Science Foundation of China 42307568Yong Teacher Foundation of College of Stomatology, Xi'an Jiaotong University 080122
6 · The paper itself

Abstract

Rapid, species-level identification of harmful algal blooms (HAB) remains constrained by laboratory-based molecular workflows and bulky fluorescence instrumentation. We report an integrated portable optoelectronic biosensing system for post-extraction quantification of Heterosigma akashiwo 18S rDNA. The key innovation is not the GO-based recognition chemistry itself, but the analytical signal-reading and conversion strategy: GO-regulated fluorescence recovery is captured by a sealed lens-filter-PIN photodiode module and converted through a resistor-based current-to-voltage circuit into an amplified photovoltage output. FITC-labelled ssDNA probes are quenched by GO nanosheets and recover fluorescence upon target hybridization. The recovered fluorescence is excited by a fixed-wavelength 488 nm laser, filtered at 520 ± 10 nm, collected by a sealed optical detection head, converted from photocurrent to photovoltage across a 10 kΩ sense resistor, amplified 500-fold, and digitized for quantitative readout. This voltage-mode architecture eliminates reliance on benchtop fluorimeters, microscope-camera assemblies, or picoampere-level current instrumentation, thereby improving the portability and practical usability of GO-based fluorescence assays. Using a 12-well double-layer microfluidic cartridge and a modified Stern-Volmer linearization strategy, the system quantified target DNA over 10

Indexed as

Biosensing TechniquesDinoflagellidaDNA ProbesDNA, Single-StrandedHarmful Algal BloomLimit of DetectionNucleic Acid HybridizationDNA ProbesDNA, Single-StrandedFluorescence detectionHeterosigma akashiwoOptoelectronic biosensorPortable instrumentPost-extraction on-site quantification

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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.