Single-cell analysis | EPFL Graph Search

In the field of cellular biology, single-cell analysis is the study of genomics, transcriptomics, proteomics, metabolomics and cell–cell interactions at the single cell level. The concept of single-cell analysis originated in the 1970s. Before the discovery of heterogeneity, single-cell analysis mainly referred to the analysis or manipulation of an individual cell in a bulk population of cells at a particular condition using optical or electronic microscope. To date, due to the heterogeneity seen in both eukaryotic and prokaryotic cell populations, analyzing a single cell makes it possible to discover mechanisms not seen when studying a bulk population of cells. Technologies such as fluorescence-activated cell sorting (FACS) allow the precise isolation of selected single cells from complex samples, while high throughput single cell partitioning technologies, enable the simultaneous molecular analysis of hundreds or thousands of single unsorted cells; this is particularly useful for the analysis of transcriptome variation in genotypically identical cells, allowing the definition of otherwise undetectable cell subtypes. The development of new technologies is increasing our ability to analyze the genome and transcriptome of single cells, as well as to quantify their proteome and metabolome. Mass spectrometry techniques have become important analytical tools for proteomic and metabolomic analysis of single cells. Recent advances have enabled quantifying thousands of protein across hundreds of single cells, and thus make possible new types of analysis. In situ sequencing and fluorescence in situ hybridization (FISH) do not require that cells be isolated and are increasingly being used for analysis of tissues. Many single-cell analysis techniques require the isolation of individual cells. Methods currently used for single cell isolation include: Dielectrophoretic digital sorting, enzymatic digestion, FACS, hydrodynamic traps, laser capture microdissection, manual picking, microfluidics, micromanipulation, serial dilution, and Raman tweezers.

Exploration of micro-acoustic spectrometry techniques

Florian Fernand Hartmann

This master’s thesis aimed at exploring the field of micro-acoustic spectrometry using surface acoustic waves. The objectives of this project were to design and fabricate a platform for the detection and characterization of bioentities. Design of a delay line based on the experience and knowledge of the ANEMS group and on investigation of existing solutions was performed. Different configurations and types of transducers were simulated to come up with some meaningful designs for fabrication. The devices were fabricated in the clean rooms at EPFL with a specific process flow used for the suspended structures. Extensive simulation of bidirectional and unidirectional transducers were carried out in order to understand their behavior and to be able to use them as the elements of the sensing platform. Setbacks prevented the completion of the fabrication and no real measurements could be done before the end of this project, but the simulations gave nice perspectives for the targeted application. The potential of surface acoustic waves to detect modifications in the elasticity or the density of a material could be witnessed in the last simulations.

2022

On‐chip technology for single‐cell arraying, electrorotation‐based analysis and selective release

Carlotta Guiducci, Samuel Kilchenmann, Kevin Keim, Paul Karoly Otto Ery, Mohamed Zakarya Alsaid Ali Rashed

This paper reports a method for label-free single-cell biophysical analysis of multiple cells trapped in suspension by electrokinetic forces. Tri-dimensional pillar electrodes arranged along the width of a microfluidic chamber define actuators for single cell trapping and selective release by electrokinetic force. Moreover, a rotation can be induced on the cell in combination with a negative DEP force to retain the cell against the flow. The measurement of the rotation speed of the cell as a function of the electric field frequency define an electrorotation spectrum that allows to study the dielectric properties of the cell. The system presented here shows for the first time the simultaneous electrorotation analysis of multiple single cells in separate micro cages that can be selectively addressed to trap and/or release the cells. Chips with 39 micro-actuators of different interelectrode distance were fabricated to study cells with different sizes. The extracted dielectric properties of HeLa, HEK 293, and human immortalized T lymphocytes cells were found in agreements with previous findings. Moreover, the membrane capacitance of M17 neuroblastoma cells was investigated and found to fall in in the range of 7.49 ± 0.39 mF/m2.

2019

Miniaturized single-cell analyses for biomedical applications

Loïc Arvind Roger Arm

Numerous diseases affecting living beings have as a cause a modification of gene expression resulting in anomalous expression of proteins in up- or down-regulated fashion, with altered functions or expression of proteins that are not present in the cell in a normal situation. Among the well-known examples is cancer, where a series of DNA damages turn cells out of control of the rest of the body, from which they do not receive or follow control signals. To have a better understanding of the mechanism of these diseases, in particular the genetic diversity existing in a single affected tissue, it is necessary to be able to perform single-cell analyses that unveil the subpopulations of diseased cells leading to adequate medical treatment. In the course of this thesis, we report on the development of single-cell analysis methods which are of interest for medical applications. The first part focuses on the investigation of the viscoelastic properties of cell membranes by observing the back-relaxation of plasma membrane nanotubes which have been pulled out of a cell by an optical tweezer. Applied to the investigation of the viscoelastic properties of individual tumor cells taken from patients, we could show that this method can distinguish the state of progress of skin melanoma. In the second part, we used beads comprising a chemically modified surface to capture specifically one or several proteins inside single-cells. After extraction out of the cell, the affinity bead is transferred in a microfluidic stream of a fluorescently labeled antibody to detect and quantify the protein(s) of interest. The extraction and detection procedures occur inside a microfluidic platform to allow future automatization of the process. The last chapter focuses on the use of cell-derived extracellular vesicles (EVs) as diagnostic and therapeutic agents. With this goal in mind, we explore the potential of EVs as carriers to transfer genetic material into cells. To demonstrate the feasibility of this approach, we encapsulate EVs inside a giant unilamellar vesicle and release their cargo in a time- and space-controlled manner. This method could have therapeutic applications using a patient's self-EVs for gene therapy.

EPFL2017