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. 2025 Sep 24;15(10):637. doi: 10.3390/bios15100637
3D Three-Dimensional
AC Alternating Current
aDNA Alzheimer’s disease specific sequences
AI Artificial Intelligence
ALP alkaline phosphatase
AMBER Assisted Model Building with Energy Refinement
ATP Adenosine triphosphate
AuNPs Gold Nanoparticles
AβO Amyloid-β oligomers
BB Bandrowski’s base
BiLSTM Bidirectional Long Short-Term Memory
BLI Biolayer Interferometry
BNP B-type Natriuretic Peptide
BoNT/C Botulinum neurotoxin type C
bp-SNA bipolar silica nanochannel array
CA15-3 Carbohydrate antigen 15-3
Cdl Double Layer Capacitance
CG Coarse-grained
CGM Continuous Glucose Monitoring
CHA Catalytic hairpin assembly
CNN Convolutional Neural Network
CNTs carbon nanotubes
CS/PtNPs Chitosan-stabilized platinum nanoparticles
ctDNA circulating tumor DNA
DAB 3,3′-diaminobenzidine
DL Deep Learning
DPV Differential Pulse Voltammetry
E-AB Electrochemical Aptamer Biosensor
ECL Electrochemiluminescence
EDC 1-ethyl-3-(3-dimethylaminopropyl) carbodiimide
EIS Electrochemical Impedance Spectroscopy
ELISAs Enzyme-linked immunosorbent assays
EVs Extracellular vesicles
EXPAR Exponential isothermal amplification reaction
FBS Fetal Bovine Serum
Fc Ferrocene
FET Field Effect Transistor
FRET Fluorescence resonance energy transfer
GOx Glucose oxidase
GRNN General Regression Neural Network
HCR Hybridization chain reaction
HER2 Human Epidermal Growth Factor Receptor 2
HRP Horseradish peroxidase
IL-6 Interlukin-6
ITO Indium Tin Oxide
KDM Kinetic Differential Measurement
KPC-2 Klebsiella pneumoniae carbapenemase 2
LAMP Loop-mediated isothermal amplification
LbL layer-by-layer
LFA Lateral Flow Assay
LoD Limit of Detection
LSTM Long Short-Term Memory
LSPR Localized surface plasmon resonance
MA-MN Multivalent Aptamer Magnetic Nanozyme
MARQ-LFIA Multiple Aptamer Recognition-based Quantum dot Lateral Flow Immunoassay
MB Methylene blue
MCC Matthews correlation coefficient
MCF-7 Michigan Cancer Foundation-7
MCTS Monte Carlo Tree Search
MD Molecular Dynamics
MEA Multielectrode array
MFE Minimum Free Energy
ML Machine Learning
MM/PBSA molecular mechanics Poisson–Boltzmann surface area
MOFs Metal–organic frameworks
mRMR Maximum Relevance Minimum Redundancy
MSS$A Multiple secondary structure string alignment
MUC1 Mucin 1
NHS N-hydroxysuccinimide
Ni-NTA Ni-nitrilotriacetic acid
NLP Natural Language Processing
NMR Nuclear Magnetic Resonance
OECT Organic Electrochemical Transistor
P(ANi-Lu)/GO/CS Poly(aniline-luminol)/graphene oxide/chitosan
PD Particle display
PD-L1 Programmed death-ligand 1
PfLDH Plasmodium falciparum lactate dehydrogenase
PLIP Protein–Ligand Interaction Profiler
POCT Point-of-Care Testing
PPD Paraphenylenediamine
PSA3 Prostate Cancer Antigen 3
QCM quartz crystal microbalance
QDs Quantum dots
RBMs Restricted Boltzmann Machines
RCA Rolling circle amplification
Rct Charge Transfer Resistance
RF Random forests
RMSD Root-Mean-Square Distance
RNNs Recurrent Neural Networks
RPA70A Replication protein A 70 kDa subunit domain
SAMs Self-assembled monolayers
SAW surface acoustic wave
SELEX Systematic Evolution of Ligands by Exponential Enrichment
SERS Surface-enhanced Raman Spectroscopy
SPAAC Strain-promoted azide-alkyne cycloaddition
SSAs Structure-switching aptamers
SVM Support Vector Machine
SWV Square Wave Voltammetry
TFA Thermal fluorescence analysis
TGF-β1 Transforming growth factor beta 1
Tₘ Melting temperature
TMB Tetramethylbenzidine
TNF-α Tumor necrosis factor alpha
VAE Variational Autoencoder
VEGF Vascular Endothelial Growth Factor
VTM Viral Transport Medium