ArticleMicrosystems & nanoengineering2026
A fully integrated and automated 24-sample microfluidic system for sample-in-amplicon-out forensic analysis.
Article in Microsystems & nanoengineering, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
What it found
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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.
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.
Who cites it
1 citing paper in PubMed.
- Spitz: a YOLO-based deep learning system for automated spermatozoa detection in forensic genetic analysis.International journal of legal medicine · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
12 authors.
Funding
Abstract
Rapid, reliable, and high-throughput DNA profiling is critical to modern forensic science. However, current analytical platforms are often limited by low sample throughput, insufficient system integration, and high operational costs. Here we report a fully integrated microfluidic system capable of performing automated, end-to-end forensic DNA analysis of 24 samples in parallel, with a coefficient of variation (CV) of merely 3.14%. The system incorporates sequential modules for cell lysis, magnetic bead-based DNA extraction and purification, multiplex PCR amplification, and product export for STR analysis within a sealed cartridge. Fluidic connectivity among four functional regions is precisely controlled via electromagnetic membrane valves, while automated reagent handling is achieved through solenoid and rotary valve systems. The platform yields high-quality STR amplicons from both buccal swabs and FTA cards, demonstrating complete concordance with conventional laboratory methods. Total 24-sample processing time is under 6 h, with a per-sample cost below $50. This technology offers a potential solution for high-throughput forensic DNA analysis.
Identifiers
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Registered trials
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.