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SERSbased

SERS-based refers to systems and methods that rely on surface-enhanced Raman spectroscopy (SERS) to detect and analyze chemical species. SERS enhances the Raman scattering signal of molecules that are in close proximity to plasmonic metal surfaces, typically gold or silver nanoparticles or nanostructured films. The enhancement arises mainly from electromagnetic effects associated with localized surface plasmon resonances and, to a lesser extent, from chemical interactions between the analyte and the metal surface. This leads to substantial improvements in sensitivity, enabling detection from trace levels and, in some cases, single-molecule detection.

SERS-based platforms are used for chemical sensing, biomedical diagnostics, environmental monitoring, and food safety, among other

Key considerations for SERS-based sensors include substrate reproducibility and stability, uniform enhancement, and calibration for quantitative

Spectral data from SERS-based methods typically show characteristic Raman fingerprints with shifts in ranges typical for

applications.
Common
formats
include
colloidal
nanoparticle
assays,
substrate-based
SERS
chips,
SERS
tags
or
beads
for
multiplexed
detection,
and
immunoassays
that
couple
SERS
readouts
to
antigen–antibody
interactions.
SERS
can
be
integrated
with
microfluidics,
lateral
flow
devices,
and
portable
spectrometers
to
enable
rapid,
in-field
analysis.
work.
Substrate
design
employs
roughened
metal
surfaces,
nanopatterned
nanostructures,
and
core–shell
nanoparticles
to
optimize
hotspots—regions
of
intense
electromagnetic
field
where
signals
are
amplified.
Challenges
include
batch-to-batch
variability,
background
fluorescence,
and
potential
heating
effects
under
laser
illumination.
the
analyte,
enabling
qualitative
identification
and,
with
proper
calibration,
quantitative
measurements.