Lab-on-Chip Label-Free Sensing System for Electroporation Based on Time-Lapse Microscopy

被引:1
|
作者
Antonelli, Gianni [1 ,2 ]
Camera, Francesca [3 ]
Mencattini, Arianna [1 ,2 ,3 ]
Casciati, Arianna
Tanori, Mirella [3 ]
Zambotti, Alessandro [3 ]
Casti, Paola [1 ,2 ]
Curci, Giorgia [1 ,2 ]
Filippi, Joanna [1 ,2 ]
D'Orazio, Michele [1 ]
Merla, Caterina [3 ]
Martinelli, Eugenio [1 ]
机构
[1] Univ Roma Tor Vergata, Dept Elect Engn, I-00133 Rome, Italy
[2] Univ Roma Tor Vergata, Interdisciplinary Ctr Adv Studies Lab On Chip & Or, I-00133 Rome, Italy
[3] Italian Natl Agcy Energy New Technol & Sustainable, Div Biotechnol, I-00123 Rome, Italy
关键词
Electroporation; Lab-on-a-chip; Fluorescence; Electrodes; Electric fields; Microscopy; Substrates; image analysis; label free; lab-on-a-chip; laser-induced graphene (LIG); machine learning; time-lapse microscopy;
D O I
10.1109/JSEN.2024.3463959
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Electroporation has been shown to have considerable potential in biological research and clinical applications. This technique permits the opening of reversible or irreversible nanometric pores in cellular membranes by the application of a high-intensity electric field characterized by extremely short duration (i.e., microseconds, nanoseconds down to tens of picoseconds). Recently, also thanks to the spreading use of lab-on-chip, it was discovered that applying a high electric field to single cells can cause them to contract and generate blebs. Even though these effects are known in the literature, their correlation with the electroporation phenomenon is still unclear. For this reason, in this work, we present a reliable, low-cost sensing system based on a lab-on-chip platform with transferred laser-induced graphene (LIG) electrodes to study electroporation by bright-field and fluorescence time-lapse microscopy. The acquired video was then used to extrapolate the calcium intake due to electroporation, cell contractility, and morphology over time. The two abovementioned side effects were finally correlated with electroporation and used to estimate its efficacy on single cells, exploiting calcium intake information as the ground truth. The proposed sensing system could be used to predict the electroporation phenomenon easily and even in a label-free modality, using exclusively the morphological variations induced in the single cells.
引用
收藏
页码:36306 / 36315
页数:10
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