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
相关论文
共 50 条
  • [1] A lab-on-chip cell-based biosensor for label-free sensing of water toxicants
    Liu, F.
    Nordin, A. N.
    Li, F.
    Voiculescu, I.
    LAB ON A CHIP, 2014, 14 (07) : 1270 - 1280
  • [2] A label-free sensing of creatinine using radio frequency-driven lab-on-chip (LoC) system
    Zahra, Andleeb
    Sinha, Swarnim
    Modak, Alimpan
    Siddiqui, Imran
    Azeemuddin, Syed
    Bhimalapuram, Prabhakar
    Sau, Tapan Kumar
    Kumar, Pawan
    Abbas, Zia
    ENGINEERING RESEARCH EXPRESS, 2024, 6 (03):
  • [3] Label-free protein detection with an optofluidic lab-on-chip sensor
    Kelemen, L.
    Lepera, E.
    Horvath, B.
    Ormos, P.
    Osellame, R.
    Vazquez, R. Martinez
    EUROPEAN BIOPHYSICS JOURNAL WITH BIOPHYSICS LETTERS, 2019, 48 : S240 - S240
  • [4] Advances in Nanophotonic Sensing Technologies During Three International Label-Free Lab-On-Chip Projects
    Hill D.
    BioNanoScience, 2011, 1 (4) : 162 - 172
  • [5] Fluorescent Label-Free Aptasensor Integrated in a Lab-on-Chip System for the Detection of Ochratoxin A in Beer and Wheat
    Costantini, Francesca
    Lovecchio, Nicola
    Ruggi, Albert
    Manetti, Cesare
    Nascetti, Augusto
    Reverberi, Massimo
    de Cesare, Giampiero
    Caputo, Domenico
    ACS APPLIED BIO MATERIALS, 2019, 2 (12) : 5880 - 5887
  • [6] Label-Free 3D Imaging for Lab-on-Chip Biomedical Applications
    Miccio, L.
    Merola, F.
    Memmolo, P.
    Fusco, S.
    Netti, P. A.
    Ferraro, P.
    2014 CONFERENCE ON LASERS AND ELECTRO-OPTICS (CLEO), 2014,
  • [7] Label-free evaluation of mouse embryo quality using time-lapse bright field and optical coherence microscopy
    Fei Wang
    Senyue Hao
    Kibeom Park
    Ali Ahmady
    Chao Zhou
    Communications Biology, 8 (1)
  • [8] Label-free monitoring of spatiotemporal changes in the stem cell cytoskeletons in time-lapse phase-contrast microscopy
    Jiang, Ching-fen
    Sun, Yu-man
    BIOMEDICAL OPTICS EXPRESS, 2022, 13 (04) : 2323 - 2333
  • [9] Combination of imaging flow cytometry and time-lapse microscopy for the study of label-free morphology dynamics of hematopoietic cells
    Cosette, Jeremie
    Moussy, Alice
    Paldi, Andras
    Stockholm, Daniel
    CYTOMETRY PART A, 2017, 91A (03) : 254 - 260
  • [10] Deep-Learning-Based Label-Free Segmentation of Cell Nuclei in Time-Lapse Refractive Index Tomograms
    Lee, Jimin
    Kim, Hyejin
    Cho, Hyungjoo
    Jo, Youngju
    Song, Yujin
    Ahn, Daewoong
    Lee, Kangwon
    Park, Yongkeun
    Ye, Sung-Joon
    IEEE ACCESS, 2019, 7 : 83449 - 83460