| Literature DB >> 35871493 |
Yohalie Kalukula1, Marine Luciano2, Sylvain Gabriele1.
Abstract
Entities:
Mesh:
Year: 2022 PMID: 35871493 PMCID: PMC9309011 DOI: 10.1002/ctm2.1000
Source DB: PubMed Journal: Clin Transl Med ISSN: 2001-1326
FIGURE 1Lab‐on‐a‐chip device designed for clinical applications and using mechanical and nuclear deformability as biomarkers. (A) Primary cells are obtained from patient biopsies or physiological fluids (blood, lymph, urine). Large amounts of isolated cells are injected into the chip to perform high throughput analysis. (B) The mechanical deformability of cells and their nuclei can be used as biomarkers. First, cells pass through a cell separation channel to isolate the nucleus from the cytoplasm. Then, nuclei can be sorted according to their deformability level using a microfluidic gradual filter. In each compartment, nuclei fractions can be harvested for further analysis. (C) Complementary analyses, such as western blots, can be conducted to obtain nuclear envelope composition (lamins levels). Sequencing techniques, such as ChIP (chromatin immunoprecipitation), can provide information about pathology‐related changes in transcriptional programs. (D) Automated microscopy acquisition was conducted on sorted nuclei using confocal microscopy. (E) Artificial intelligence (AI) can be used to treat raw image data and classify nuclei according to their size, shape, and fluorescence intensity of a specific marker. (F) Machine learning and deep learning can be used to infer prognosis, and potential diagnosis and even identify drug treatment efficacy. (G) Lab‐on‐a‐chip devices can be tailored to study specific patient profiles and design personalize drug treatments or clinical trials