Label-Free Detection of HeLa Cells Activity Excited by Blue LED

This paper investigates a novel optical method that uses a high-responsivity a-Si:H photodiode for label-free detection of luminescence from HeLa cervical cancer cells excited by a blue LED. We examine the energy distribution of the energy-gap density of states (DOS) from the photodiode's long-time transient current, which shows exponential decay kinetics in the HeLa cell reaction. We analysed the transient response of a-Si:H p-i-n photodiode upon the illumination of the analyte with a pulsed blue LED light to better understand the HeLa cells activity and the fundamental defect kinetics processes in the a-Si:H material. Results suggest that the characteristic very low-level, time-varying light response of HeLa cells is due to chemiluminescence within cells, resulting from the reaction between nitric oxide (NO) and hydrogen peroxide (H<sub>2</sub>O<sub>2</sub>). Given the low signal intensity and noise, we applied a Savitzky-Golay (SG) filter to post-process the data. By reducing noise without attenuating chemiluminescent peaks, the Savitzky-Golay filter enabled accurate, reproducible quantification of the photocurrent response, reflecting the kinetics of cellular reactions. Further studies and more precise measurement instruments are needed for this real-time, label-free, non-destructive method, which applies SG-filtered signal processing to microfluidic optical biosensors.

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Publication Details

Journal
Sensors
Published
2026-02-17
DOI
https://doi.org/10.3390/s26041294
Primary Topic
Analytical Chemistry and Sensors
Type
article
Field-Weighted Citation Impact
0.00

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article

Label-Free Detection of HeLa Cells Activity Excited by Blue LED

Darko Gumbarević, Vera Gradišnik, Petar Kolar
Sensors
Analytical Chemistry and Sensors
article

Label-Free Detection of HeLa Cells Activity Excited by Blue LED

Darko Gumbarević, Vera Gradišnik, Petar Kolar
article en

Abstract

This paper investigates a novel optical method that uses a high-responsivity a-Si:H photodiode for label-free detection of luminescence from HeLa cervical cancer cells excited by a blue LED. We examine the energy distribution of the energy-gap density of states (DOS) from the photodiode's long-time transient current, which shows exponential decay kinetics in the HeLa cell reaction. We analysed the transient response of a-Si:H p-i-n photodiode upon the illumination of the analyte with a pulsed blue LED light to better understand the HeLa cells activity and the fundamental defect kinetics processes in the a-Si:H material. Results suggest that the characteristic very low-level, time-varying light response of HeLa cells is due to chemiluminescence within cells, resulting from the reaction between nitric oxide (NO) and hydrogen peroxide (H<sub>2</sub>O<sub>2</sub>). Given the low signal intensity and noise, we applied a Savitzky-Golay (SG) filter to post-process the data. By reducing noise without attenuating chemiluminescent peaks, the Savitzky-Golay filter enabled accurate, reproducible quantification of the photocurrent response, reflecting the kinetics of cellular reactions. Further studies and more precise measurement instruments are needed for this real-time, label-free, non-destructive method, which applies SG-filtered signal processing to microfluidic optical biosensors.

SensorsVol. 26(4)
University of Rijeka (HR), VERN' University (HR)
Sapienza Università di Roma
Affordable and clean energy
Openalex Percentile: Top 55%
Analytical Chemistry and Sensors
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Label-Free Detection of HeLa Cells Activity Excited by Blue LED — Darko Gumbarević, Vera Gradišnik, et al. · Sensors (2026) | TGRS Research Map | TGRS