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Background: During intense exercise, anaerobic metabolism predominantly produces energy in the body, resulting in lactic acid (LA) accumulation, which contributes to muscle fatigue and soreness and may also impair neurological and cardiovascular functions. In endurance sports, the lactate threshold (LT) is a key indicator of an athlete's capacity to clear and utilize LA, directly influencing athletic performance and endurance. Therefore, LA detection is crucial for assessing the physical condition of both athletes and the general population, as well as for optimizing training programs.
Results: A set of surface-enhanced Raman scattering (SERS)-active microneedle (MN) arrays, developed by integrating gold nanoshells (GNSs), 4-mercaptobenzeneboronic acid (4-MPBA) and lactate oxidase (LOD) onto a MN array in turn, were inserted into skins to sense LA. Then mice in different physiological states and under different exercise intensities were used to verify the feasibility of the SERS-active MN array, respectively. After swimming for 3 and 6 min, the LA concentration of forelimb and hindlimb ISF of normal mice increased from 1.94 ± 0.33 mM and 2.41 ± 0.67 mM to 2.71 ± 0.28 mM and 8.12 ± 1.05 mM, and 6.43 ± 3.79 mM and 13.85 ± 2.51 mM, respectively, and the LA concentration of forelimb and hindlimb ISF of fasting mice increased from 2.97 ± 0.26 mM and 2.84 ± 0.23 mM to 3.62 ± 0.66 mM and 7.25 ± 1.40 mM, and 5.32 ± 1.99 mM and 13.07 ± 1.05 mM, respectively.
Significance: This study is the first to identify differences in LA production between fasting and normally fed animals. Furthermore, fasting led to an increase in baseline LA levels, though the rate of LA accumulation during exercise was lower compared to normal feeding conditions. With further optimization, this method would become a safer and more effective tool for exercise training and rehabilitation guidance for both athletes and the general population.
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http://dx.doi.org/10.1016/j.aca.2025.344469 | DOI Listing |
Anal Chim Acta
November 2025
State Key Laboratory of Digital Medical Engineering, School of Biological Science and Medical Engineering, Southeast University, Nanjing, 210096, China. Electronic address:
Background: During intense exercise, anaerobic metabolism predominantly produces energy in the body, resulting in lactic acid (LA) accumulation, which contributes to muscle fatigue and soreness and may also impair neurological and cardiovascular functions. In endurance sports, the lactate threshold (LT) is a key indicator of an athlete's capacity to clear and utilize LA, directly influencing athletic performance and endurance. Therefore, LA detection is crucial for assessing the physical condition of both athletes and the general population, as well as for optimizing training programs.
View Article and Find Full Text PDFBiosensors (Basel)
June 2025
School of Chemistry, Sun Yat-sen University, Guangzhou 510060, China.
The efficient and non-invasive collection of biological samples has become a critical challenge for the continued development of surface-enhanced Raman scattering (SERS). When integrated with minimally invasive microneedle (MN) sampling technology, SERS enhances its applicability in real-time, non-invasive molecular detection. This review focuses on the latest advances in MN-based SERS sensors.
View Article and Find Full Text PDFCurr Res Food Sci
June 2025
Physical and Chemical Laboratory, Shandong Academy of Occupational Health and Occupational Medicine, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, 250000, China.
Fenitrothion and methyl parathion residues pose significant public health risks. Efficiently extracting and real-time detecting pesticide residues in complex matrices remains challenging. This study presents an ultrafast enrichment and SERS detection approach, achieving rapid analysis of fenitrothion and methyl parathion in vegetable and fruit juices using a dual-functionalized microneedle.
View Article and Find Full Text PDFAnal Methods
May 2025
State Key Laboratory of Digital Medical Engineering, School of Biological Science and Medical Engineering, Southeast University, Nanjing, 210096, China.
To detect HO and redox potential of an acute wound simultaneously, a SERS-active microneedle was fabricated by integrating HO and redox potential SERS probes into two grooves of an acupuncture needle, respectively. When the SERS-active microneedle was inserted into tissues, an acute wound was formed and the two SERS probes were introduced into the wound to sense HO and redox potential of the wound. The feasibility of the SERS-active microneedle was evaluated and .
View Article and Find Full Text PDFAnal Chem
June 2024
Jiangsu Collaborative Innovation Center of Biomedical Functional Materials and Jiangsu Key Laboratory of Biofunctional Materials, School of Chemistry and Materials Science, Nanjing Normal University, Nanjing 210023, P. R. China.
Rapid tissue differentiation at the molecular level is a prerequisite for precise surgical resection, which is of special value for the treatment of malignant tumors, such as glioblastoma (GBM). Herein, a SERS-active microneedle is prepared by modifying glutathione (GSH)-responsive molecules, 5,5'-dithiobis(2-nitrobenzoic acid) (DTNB), on the surface of Au@Ag substrates for the distinction of different GBM tissues. Since the Raman signals on the surface of the DTNB@Au@Ag microneedle can be collected by both portable and benchtop Raman spectrometers, the distribution of GSH in different tissues at centimeter scale can be displayed through Raman spectroscopy and Raman imaging, and the entire analysis process can be accomplished within 12 min.
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