One Nanochip Sees Two Ultra-Sensitive Signals — Where NanoSE Begins

Thiram is identified on four assigned vibrations, with fluorescence as the second readout. Illustrative schematic; What can a crossed-nanowire chip actually detect?

Most SERS chips pick one signal to read. NanoSE reads two — and the researchers could actually watch it happen under a microscope.

Most plasmonic sensor chips pick one job. Either they’re built for surface-enhanced Raman scattering (SERS), reading a molecule’s vibrational fingerprint, or they’re built for fluorescence enhancement, amplifying a weak emitter’s light output. Doing both from the same nanostructure, on the same sample, at the same time is harder than it sounds — and even when a chip’s designers claim it generates strong “hot spots” of electromagnetic field enhancement, that claim is usually backed by simulation, not by anyone actually watching where those hot spots form.

The Obstacle

Building a chip that does both SERS and fluorescence enhancement usually means compromise: ordered nanostructure arrays are expensive and slow to fabricate (lithography, hard templates), while random or simple depositions are cheap but unpredictable. Most designs also can’t handle both water-soluble and water-insoluble analytes on the same platform, and almost none of them let you directly visualize the hot spots doing the work — you’re trusting a simulation, not seeing the effect.

The Innovation

Chun-Ta Huang (ProTrusTech Co., Ltd.), Fuh-Jyh Jan, and Cheng-Chung Chang (both National Chung Hsing University) closed that gap in Molecules (Huang et al., 2021, DOI: 10.3390/molecules26020281).
They synthesized silver nanowires (AgNWs, ~100 nm diameter, tens of microns long, aspect ratio over 100) by a standard polyol process, then built what they called a 3D random crossed-wire woodpile (3D-RCW) using nothing more sophisticated than sprinkling AgNW solution into a small glass well and letting it dry — repeated in cycles to stack up layers. No lithography, no hard template, no antibody conjugation, no labeling chemistry. Raman measurements were performed on ProTrusTech’s own MRID-Raman system at 532 nm, kept to ~1 mW to avoid damaging the nanostructure.

Construction schematic of the 3D random crossed-wire woodpile silver nanowire chip and sample preparation
Figure 1. Construction schematic of the 3D random crossed-wire woodpile (3D-RCW): silver nanowire solution is sprinkled into a glass well and dried in repeated cycles, with no lithography, template, or labeling chemistry required.
AgNW absorption spectra, microscopy, AFM, SEM, and DLS sizing characterizing the silver nanowire chip
Figure 2. Absorption spectra, microscopy, AFM, SEM, and dynamic light scattering (DLS) sizing confirming the silver nanowire chip’s ~100 nm diameter, tens-of-microns length, and aspect ratio over 100.

Key Results

Getting to that sensitivity started with dialing in how much silver nanowire material the chip actually needed, then layering on evidence from four separate angles: extreme detection limits with real shelf life, hot spots visible under a microscope rather than just modeled, a real four-pesticide panel measured below regulatory thresholds, and a second, independent readout channel confirming what the first one found.

A Three-Layer Sweet Spot, Extreme Sensitivity, and Real Shelf Life

SERS density optimization, reproducibility and stability data, and R6G limit-of-detection curve

SERS signal for a model dye (rhodamine 6G, R6G) increased with each sprinkling cycle up to three layers (20 µL × 3), then declined with more layers — deeper layers block light penetration faster than they add signal, establishing the working density for everything that followed. On that three-layer chip, the detection limit for R6G reached 10-11 M in a 20 µL volume, with tight signal reproducibility across seven different spots on the same chip. Stored in open air with no vacuum sealing, the chip still gave usable SERS signal after 80 days, with less than a 10% intensity drop.

Fluorescence Enhancement Tops 1,000-Fold Over Free Dye

Quantitative plasmon-enhanced fluorescence measurements on the chip showed R6G emission intensity climbing past 1,000-fold over the free dye in solid state — direct, measured confirmation that the nanowire surface isn’t just scattering more efficiently, it’s amplifying emission as well.

Plasmon-enhanced fluorescence microscopy images and quantitative R6G emission intensity on the silver nanowire chip

The Hot Spots Were Photographed, Not Just Claimed

SERS hot spots distribution at nanowire intersections versus wire ends, photographed by fluorescence microscopy

Fluorescence microscopy directly showed the brightest emission concentrated at nanowire intersections and wire ends — exactly where electromagnetic theory predicts hot spots should form. The paper describes this as the first time hot-spot formation on a nanoplasmonic sensor had been unequivocally confirmed by fluorescence imaging rather than inferred from simulation alone.

A Real Pesticide Panel, Measured Below Regulatory Limits

Pesticide SERS spectra and limit-of-detection curves for thiram, carbaryl, paraquat, and fipronil

Four agricultural pesticides were tested by SERS on the same chip design: thiram (LOD ~0.1 µM / 0.02 mg/kg, well under the US EPA’s 7 mg/kg fruit limit), carbaryl (~5.0 µM / 1.00 mg/kg, matching China’s 1 mg/kg apple limit), paraquat (~0.1 µM / 0.02 mg/kg, under the <0.05 mg/kg US/China limit), and fipronil — the hardest target, since it interacts weakly with metal surfaces and readily crystallizes out of solution — still detected via its distinctive nitrile peak at 2253 cm-1, at 5.0 µM (2.18 mg/kg).

A Second, Independent Detection Channel on the Same Chip

Pesticide plasmon-enhanced fluorescence images for carbaryl, paraquat, and fipronil

Carbaryl, paraquat, and fipronil — all of them notoriously difficult to pin down by Raman alone — were also detected by plasmon-enhanced fluorescence imaging on the identical chip, giving researchers two physically independent signals (vibrational and emission) from one sample rather than betting everything on a single readout.

Taken together, the same chip design carries the signal from start to finish: from establishing the right nanowire density, through extreme sensitivity and month-long shelf stability, to photographed hot spots and dual-channel pesticide detection below regulatory limits.

Why ProTrusTech Is Featuring This Research

This is where it started. Chun-Ta Huang, part of ProTrusTech’s own R&D team, co-designed this chip in 2021 using an early MRID-Raman system — years before “NanoSE” was a product name. Cheng-Chung Chang, the National Chung Hsing University co-author here, is the same scientist behind the direct-bilirubin SERS/SPEF chip published in 2022 and the SARS-CoV-2 M3D-SERS substrate published in 2023. That’s not three unrelated studies we happened to notice — it’s one continuous research program, the same crossed-wire woodpile hot-spot architecture, carried forward and refined against three progressively higher-stakes targets: a fluorescent dye and pesticide panel here, a clinical liver-function biomarker next, and a pandemic virus after that.

The core idea that shows up in every one of those later papers — stack silver nanowires randomly in 3D, let the crossings generate dense hot spots, and read two independent optical signals off the same chip — is proven for the first time in this paper. The “no antibody, no labeling, no lithography” fabrication philosophy described here is also the direct ancestor of what Nanovie later industrialized into a repeatable, sprayable process (Metal Xano + Xano Spray Coater) for scaled-up chip manufacturing.

Engineering the Silver Nanowire Chip

The fabrication method here is worth calling out specifically because of how little it requires: a glass well, a pipette, and a drying step, repeated a controlled number of times. That’s a benchtop process that anyone can reproduce with basic lab equipment — which is exactly why it scaled into an actual product line rather than staying a one-off academic result. The paper’s own four stated advantages of the 3D-RCW design (solid-state detection compatible with any analyte solubility, tiny sample volumes, dual SERS/PEF readout from one chip, low-cost fabrication with no antibody or labeling chemistry) map directly onto what NanoSE and the 3D Nano Spectral Enhancer product line are built to deliver today.


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Why This Matters

The generalizable principle here isn’t really about silver nanowires specifically — it’s that random, cheaply-fabricated 3D stacking can outperform the assumption that you need precisely ordered nanostructures to get strong, reliable plasmonic enhancement. That’s a principle the SARS-CoV-2 paper later validated more rigorously with finite integration technique simulations, but it was first demonstrated empirically, with a camera, right here. The second generalizable idea — that a single chip can deliver two physically independent detection mechanisms (Raman scattering and fluorescence emission) — became the cross-validation backbone of the later clinical work, where SERS and SPEF results are checked against each other on the same bilirubin sample. That’s the same principle behind every SERS hot spots claim on a plasmonic chip: cheap, random 3D stacking can outperform costly ordered nanostructures.

What’s Next

  • Flexible and wearable substrates. The paper explicitly notes that AgNWs can be impregnated onto paper, fiber mats, elastomers, and plastics to build flexible plasmonic substrates — including direct skin attachment for sweat-based biomarker detection.
  • Field-portable deployment, now and next. The authors call for pairing this low-cost plasmonic substrate with a portable spectrometer for on-site use in environmental monitoring, food safety, forensic science, and point-of-care diagnostics — a roadmap ProTrusTech’s SRflex already addresses today, and one we’re extending further with Intelli-RScan, a handheld spectral recognition reader in development for fast, no-expertise-required screening with NanoSE and other SERS chips.
  • The biomedical extension already happened. The same architecture went on to become the SERS/SPEF dual-readout chip behind direct-bilirubin detection and the M3D-SERS substrate behind label-free SARS-CoV-2 detection — both featured elsewhere on this site.

Screening for pesticide residues, environmental contaminants, or another trace analyte in the field? This is the substrate architecture that started it all — see what it can do with your sample.

Key Takeaways

  • A random 3D stack of silver nanowires, built by simply sprinkling and drying AgNW solution in cycles, generates enough plasmonic hot-spot density to run both SERS and plasmon-enhanced fluorescence from the same chip.
  • Hot-spot formation was directly visualized by fluorescence microscopy at nanowire intersections and tips — not just inferred from simulation.
  • Four real agricultural pesticides (thiram, carbaryl, paraquat, fipronil) were detected at or below their regulatory residue limits, with a second independent fluorescence channel backing up the Raman results.
  • This 2021 paper, co-authored by ProTrusTech’s own R&D team, is the direct architectural ancestor of both the direct-bilirubin SERS/SPEF chip (2022) and the SARS-CoV-2 M3D-SERS substrate (2023) — same core team, same hot-spot design, three years of escalating applications.


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