Evidence map›Paper›PMID 42249227›Full record

ArticleMikrochimica acta2026

Swab-based colorimetric determination of tear lactate using lactate oxidase-copper hybrid nanoflowers.

Tho Nguyen Hoang To, Thinh Viet Dang, Moon Il Kim

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Article in Mikrochimica acta, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

Authors and funding

3 authors.

Tho Nguyen Hoang To *Department of BioNano Technology, Gachon University, 1342 Seongnamdae-ro, Sujeong-gu, Seongnam, 13120, Gyeonggi, Republic of Korea.
Thinh Viet DangDepartment of BioNano Technology, Gachon University, 1342 Seongnamdae-ro, Sujeong-gu, Seongnam, 13120, Gyeonggi, Republic of Korea.
Moon Il KimDepartment of BioNano Technology, Gachon University, 1342 Seongnamdae-ro, Sujeong-gu, Seongnam, 13120, Gyeonggi, Republic of Korea. moonil@gachon.ac.kr.

Funding

Gachon University GCU- 202401040001National Research Foundation of Korea RS-2023-NR077205
6 · The paper itself

Abstract

Lactate is an important metabolic biomarker closely associated with cellular energy metabolism and oxidative stress, and abnormal lactate levels in tear fluid have been implicated in various ocular disorders. We report a swab-based colorimetric method for the noninvasive determination of tear lactate using lactate oxidase-copper hybrid nanoflowers (LOx-Cu NFs). The LOx-Cu NFs were synthesized via a biomolecule-directed coordination assembly in phosphate buffer, in which LOx guided the nucleation and hierarchical growth of copper phosphate into flower-like hybrid architectures. This enzyme-metal hybridization integrates the high substrate specificity of LOx with the intrinsic peroxidase-like activity and structural robustness of the copper phosphate matrix, resulting in enhanced catalytic stability and activity compared with the free enzyme system. In solution, the colorimetric assay exhibited a linear response to lactate concentrations ranging from 20 to 1200 µM with a detection limit of 1.2 µM. When implemented on a cotton swab, direct visual determination of tear lactate was achieved over a physiologically relevant concentration range 100-4000 µM with a detection limit of 50 µM. The analytical performance of the proposed method was further validated using real human tear samples, demonstrating good accuracy and precision in complex tear matrices. Notably, the analytical process operates under a single pH condition and requires no external instrumentation or complex reagents. By integrating durable enzyme-metal hybrid nanoflowers with a simple swab-based sampling strategy, this work provides a practical, low-cost, and noninvasive analytical approach for point-of-care determination of tear metabolites.

Indexed as

ColorimetryCopperLactic AcidMixed Function OxygenasesNanostructuresTearsHumansLimit of DetectionCopperlactate 2-monooxygenaseLactic AcidMixed Function OxygenasesColorimetric determinationEnzyme–metal hybridizationLactate oxidase–copper hybrid nanoflowersSwab-based analysisTear lactateVisual detection

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.