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Here, we report a label-free gold nanoparticle-based single-molecule optical platform to study the immobilization, activity, and thermodynamics of single enzymes. The sensor uses plasmonic gold nanoparticles coupled to optical whispering gallery modes (WGMs) to probe enzyme conformational dynamics during turnover at a microsecond time resolution. Using a glucosidase enzyme as the model system, we explore the temperature dependence of the enzyme turnover at the single-molecule (SM) level. A recent physical model for understanding enzyme temperature dependencies (macromolecular rate theory; MMRT) has emerged as a powerful tool to study the relationship between enzyme turnover and thermodynamics. Using WGMs, SM enzyme measurements enable us to accurately track turnover as a function of conformational changes and therefore to quantitatively probe the key feature of the MMRT model, the activation heat capacity, at the ultimate level of SM. Our data shows that WGMs are extraordinarily sensitive to protein conformational change and can discern both multiple steps with turnover as well as microscopic conformational substates within those steps. The temperature dependence studies show that the MMRT model can be applied to a range of steps within turnover at the SM scale that is associated with conformational change. Our study validates the notion that MMRT captures differences in dynamics between states. The WGM sensors provide a platform for the quantitative analysis of SM activation heat capacity, applying MMRT to the label-free sensing of microsecond substates of active enzymes.
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http://dx.doi.org/10.1021/acsanm.1c00176 | DOI Listing |
Biomed Pharmacother
September 2025
Department of Biomedical Sciences, Institute of Health, Jimma University, Jimma 378, Ethiopia; Division of Research & Development, Lovely Professional University, Phagwara 144411, India. Electronic address:
Alzheimer's disease (AD) is a progressive neurodegenerative disorder characterised by cognitive decline and the accumulation of misfolded proteins, including amyloid-beta and hyperphosphorylated tau, which impair neuronal function and promote cell death. These misfolded proteins disrupt proteostasis by forming toxic aggregates that exacerbate disease progression. Molecular chaperones, such as heat shock proteins, actively maintain protein homeostasis by assisting in proper folding, preventing aggregation, and promoting the clearance of misfolded proteins.
View Article and Find Full Text PDFPlant Cell
September 2025
Department of Plant Sciences, College of Biological Sciences, State Key Laboratory of Plant Environmental Resilience, China Agricultural University, Beijing 100193, China.
Plant thermomorphogenesis is a critical adaptive response to elevated ambient temperatures. The transcription factor PHYTOCHROME-INTERACTING FACTOR 4 (PIF4) integrates diverse environmental and phytohormone signals to coordinate thermoresponsive growth. However, the cellular mechanisms underlying plant thermomorphogenic growth remain poorly understood.
View Article and Find Full Text PDFProc Natl Acad Sci U S A
September 2025
Life Science Center for Survival Dynamics, Tsukuba Advanced Research Alliance, University of Tsukuba, Tsukuba 305-8577, Japan.
All organisms are exposed to various stressors, which can sometimes lead to organismal death, depending on their intensity. While stress-induced organismal death has been observed in many species, the underlying mechanisms remain unclear. In this study, we investigated the molecular mechanisms of stress-induced organismal death in the fruit fly .
View Article and Find Full Text PDFProc Natl Acad Sci U S A
September 2025
Department of Bioengineering, Stanford University, Stanford, CA 94305.
Despite periods of permanent darkness and extensive ice coverage in polar environments, photosynthetic ice diatoms display a remarkable capability of living inside the ice matrix. How these organisms navigate such hostile conditions with limited light and extreme cold remains unknown. Using a custom subzero temperature microscope during an Arctic expedition, we present the finding of motility at record-low temperatures in a Eukaryotic cell.
View Article and Find Full Text PDFTheor Appl Genet
September 2025
Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Gatersleben, Germany.
The German Federal Ex Situ Genebank for Agricultural and Horticultural Crops (IPK) harbours over 3000 pea plant genetic resources (PGRs), backed up by corresponding information across 16 key agronomic and economical traits. The unbalanced structure and inconsistent format of this historical data has precluded effective leverage of genebank accessions, despite the opportunities contained in its genetic diversity. Therefore, a three-step statistical approach founded in linear mixed models was implemented to enable a rigorous and targeted data curation.
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