Gyeongho Kim, Ponnusamy Nandhakumar, Maria Reynoso, Qinyu Yu, Muhammad Inam Khan, Barak Sabbagh, Ga-Eun Kim, Beatrice Acot, Rhea Park, Stacey Surace, Joseph Wang
{"title":"Reliable biomarker monitoring at microneedle aptamer biosensors using a dual-frequency ratiometric approach: Overcoming signal drifts.","authors":"Gyeongho Kim, Ponnusamy Nandhakumar, Maria Reynoso, Qinyu Yu, Muhammad Inam Khan, Barak Sabbagh, Ga-Eun Kim, Beatrice Acot, Rhea Park, Stacey Surace, Joseph Wang","doi":"10.1016/j.bios.2026.118989","DOIUrl":null,"url":null,"abstract":"<p><p>Electrochemical aptamer-based (E-AB) microneedle (MN) sensors offer a promising route for continuous monitoring of endogenous biomarkers. However, long-term operation is often limited by signal attenuation arising from surface biofouling, aptamer detachment, and redox label degradation. Here, we investigated the origin of signal drift by monitoring changes in the peak current (I<sub>P</sub>) of the redox label during prolonged square-wave voltammetry (SWV) operation in PBS, serum, and artificial ISF. To address this drift, we introduced a dual-frequency ratiometric approach based on the ratio between the I<sub>P</sub> measured at frequencies showing maximum (F<sub>max</sub>) and minimum (F<sub>min</sub>) responses. Prolonged SWV measurements in PBS, where biofouling is negligible, showed a gradual decrease in I<sub>P</sub>, and cyclic voltammetry measurements obtained before and after SWV operation confirmed a decrease in the MB faradaic current. These results suggest that SWV-induced aptamer detachment and/or MB degradation are major source of intrinsic signal drift. In serum and artificial ISF, this drift was further exacerbated by biofouling, resulting in an approximately 30% decrease in I<sub>P</sub> measured at F<sub>max</sub> and F<sub>min</sub> (IF<sub>max</sub> and IF<sub>min</sub>) over 48 h. In contrast, the ratiometric signal (I<sub>R</sub> = IF<sub>max</sub>/IF<sub>min</sub>), remained stable because similar signal drift in IF<sub>max</sub> and IF<sub>min</sub> was effectively compensated. In addition, the ratiometric approach reduced sensor-to-sensor variation, enabling reliable continuous cortisol monitoring with quantified concentrations that closely matched the applied levels, whereas IF<sub>max</sub>-based quantification resulted in large deviations. These findings establish dual-frequency ratiometric E-AB MN sensors as a reliable platform for stable and accurate continuous biomarker monitoring in complex biological fluids.</p>","PeriodicalId":259,"journal":{"name":"Biosensors and Bioelectronics","volume":"311 ","pages":"118989"},"PeriodicalIF":11.8000,"publicationDate":"2026-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Biosensors and Bioelectronics","FirstCategoryId":"1","ListUrlMain":"https://doi.org/10.1016/j.bios.2026.118989","RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/7/3 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"BIOPHYSICS","Score":null,"Total":0}
引用次数: 0
Abstract
Electrochemical aptamer-based (E-AB) microneedle (MN) sensors offer a promising route for continuous monitoring of endogenous biomarkers. However, long-term operation is often limited by signal attenuation arising from surface biofouling, aptamer detachment, and redox label degradation. Here, we investigated the origin of signal drift by monitoring changes in the peak current (IP) of the redox label during prolonged square-wave voltammetry (SWV) operation in PBS, serum, and artificial ISF. To address this drift, we introduced a dual-frequency ratiometric approach based on the ratio between the IP measured at frequencies showing maximum (Fmax) and minimum (Fmin) responses. Prolonged SWV measurements in PBS, where biofouling is negligible, showed a gradual decrease in IP, and cyclic voltammetry measurements obtained before and after SWV operation confirmed a decrease in the MB faradaic current. These results suggest that SWV-induced aptamer detachment and/or MB degradation are major source of intrinsic signal drift. In serum and artificial ISF, this drift was further exacerbated by biofouling, resulting in an approximately 30% decrease in IP measured at Fmax and Fmin (IFmax and IFmin) over 48 h. In contrast, the ratiometric signal (IR = IFmax/IFmin), remained stable because similar signal drift in IFmax and IFmin was effectively compensated. In addition, the ratiometric approach reduced sensor-to-sensor variation, enabling reliable continuous cortisol monitoring with quantified concentrations that closely matched the applied levels, whereas IFmax-based quantification resulted in large deviations. These findings establish dual-frequency ratiometric E-AB MN sensors as a reliable platform for stable and accurate continuous biomarker monitoring in complex biological fluids.
期刊介绍:
Biosensors & Bioelectronics, along with its open access companion journal Biosensors & Bioelectronics: X, is the leading international publication in the field of biosensors and bioelectronics. It covers research, design, development, and application of biosensors, which are analytical devices incorporating biological materials with physicochemical transducers. These devices, including sensors, DNA chips, electronic noses, and lab-on-a-chip, produce digital signals proportional to specific analytes. Examples include immunosensors and enzyme-based biosensors, applied in various fields such as medicine, environmental monitoring, and food industry. The journal also focuses on molecular and supramolecular structures for enhancing device performance.