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Quantitative detection of various molecules at very low concentrations in complex mixtures has been the main objective in many fields of science and engineering, from the detection of cancer-causing mutagens and early disease markers to environmental pollutants and bioterror agents. Moreover, technologies that can detect these analytes without external labels or modifications are extremely valuable and often preferred. In this regard, surface-enhanced Raman spectroscopy can detect molecular species in complex mixtures on the basis only of their intrinsic and unique vibrational signatures. However, the development of surface-enhanced Raman spectroscopy for this purpose has been challenging so far because of uncontrollable signal heterogeneity and poor reproducibility at low analyte concentrations. Here, as a proof of concept, we show that, using digital (nano)colloid-enhanced Raman spectroscopy, reproducible quantification of a broad range of target molecules at very low concentrations can be routinely achieved with single-molecule counting, limited only by the Poisson noise of the measurement process. As metallic colloidal nanoparticles that enhance these vibrational signatures, including hydroxylamine-reduced-silver colloids, can be fabricated at large scale under routine conditions, we anticipate that digital (nano)colloid-enhanced Raman spectroscopy will become the technology of choice for the reliable and ultrasensitive detection of various analytes, including those of great importance for human health.
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http://dx.doi.org/10.1038/s41586-024-07218-1 | DOI Listing |
Environ Geochem Health
September 2025
Department of Chemistry, Government Arts College(A), Salem, Tamil Nadu, 636007, India.
A CoO/AgMoO/CeOternary nanocomposites photocatalyst was successfully synthesized through a straightforward ethanol-assisted chemical method. Comprehensive characterization of its structural and optical properties was conducted using X-ray diffraction (XRD), Fourier-transform infrared spectroscopy (FTIR), Raman spectroscopy, scanning electron microscopy (SEM), transmission electron microscopy (TEM), UV-Vis diffuse reflectance spectroscopy (UV-DRS), and photoluminescence (PL) analysis. XRD analysis confirmed the presence of CoO, AgMoO and CeO in the ternary composite sample.
View Article and Find Full Text PDFChem Pharm Bull (Tokyo)
September 2025
National Institute of Health Sciences, 3-25-26 Tonomachi, Kawasaki-ku, Kawasaki 210-9501, Japan.
The development of analytical techniques applicable to powdered pharmaceutical co-crystals, including those containing excipients, represents a comprehensive strategy for quality control in both drug development and regulatory settings. This study investigates the structural characterization of indomethacin-nicotinamide co-crystals using a combination of microcrystal electron diffraction (microED), solid-state NMR (SSNMR), Raman spectroscopy, and powder X-ray diffraction (PXRD). MicroED analysis revealed the crystal structure of the co-crystal, while SSNMR measurements provided insights into the molecular interactions within the structure.
View Article and Find Full Text PDFInt J Biol Macromol
September 2025
Shenzhen College of Advanced Technology, University of Chinese Academy of Sciences, Beijing, 100049, China; Research Center for Cancer Immunology, Institute of Biomedicine and Biotechnology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055, China. Electronic
Within the bone microenvironment, the intricate interplay and regulation among matrix components form a complex network. Disentangling this network is crucial for uncovering potential therapeutic targets in bone pathology. Osteocalcin (OCN), the most abundant non-collagenous bone protein, is an essential node within this network.
View Article and Find Full Text PDFInt J Biol Macromol
September 2025
Tianjin Key Laboratory of Composite and Functional Materials, School of Materials Science and Engineering, Tianjin University, Tianjin, 300350, PR China. Electronic address:
Balancing antibacterial efficacy, mechanical integrity, and biocompatibility remains a critical challenge in drug release systems for wound dressings. Many antimicrobial agents exhibit inherent cytotoxicity, compromising cell viability and tissue compatibility. To address this, an Absorbable Gelatine Sponge was synthetised based on high-viscosity hydroxypropyl methylcellulose (HPMC K100M) and loaded with silver citrate nanorods (AgCit), which confine silver nanoparticles to enable controlled ion release.
View Article and Find Full Text PDFBioresour Technol
September 2025
State Key Laboratory of Bioreactor Engineering, Qingdao Innovation Institute of East China University of Science and Technology, East China University of Science and Technology, Shanghai 200237, China; National Center of Bio-Engineering & Technology (Shanghai), East China University of Science and T
α-Amylase is a high-value enzyme widely applied in food, feed, textile, and bioenergy industries, yet achieving stable high-level production in Aspergillus niger remains difficult due to nonlinear fermentation dynamics and limited real-time control. To this end, an AI-driven fermentation optimization framework was established by combining multivariate machine learning, Raman spectroscopy-based glucose monitoring, and time-series transcriptomics. Twelve algorithms were benchmarked, with Random Forest showing the best predictive power, while SHAP interpretation highlighted glucose as the dominant regulatory factor.
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