Flow cytometry is a recent laboratory technique of great importance in contemporary medicine and cancer research. It is used to examine blood components, bone marrow and other substances. This method provides important information about immune status, diagnosis and progression of blood cancer and other immunodeficiency diseases. It is also used in the examination of plants, small organisms (viruses, bacteria, spores) and food samples. Flow cytometry is a powerful method because it quickly, accurately and easily collects data on many parameters from a heterogeneous mixture of fluids. Depending on the software, the duration and quality of the evaluation of the sought parameters differ. Very few adequate software are capable of performing more complex analyses without gating in the shortest time with high reliability.
What is flow cytometry (FC)?
Flow cytometry (FC) is widely used in the research field because it enables accurate phenotyping of cells as well as rapid detection of large cell populations in a liquid medium (e.g. blood sample). At the same time, immune cell subtypes are easy to identify, separate and label due to size and morphology.
Where does the name flow cytometry (FACS) come from?
In flow cytometry, particulate structures (events), e.g. immune defense cells, are transported one after the other through a narrow measuring chamber like a string of pearls. Lasers detect these events laterally as they flow through, hence the name flow cytometry. Depending on the device and software, these lasers detect different properties of the events via their scattered light. The device with which flow cytometry is performed is also called a FACS device. FACS stands for fluorescence activated cell sorting.
What does scattered light mean?
When an event interacts with laser light, scattered light is produced. Depending on the intensity and strength of the scattered light, properties such as cell size, cell membrane structure and intracellular components are detected by detectors. A distinction is made between forward scatter (FSC) and side scatter (SSC), which provide information about size and granularity.
What is the purpose of fluorescence?
In FACS analysis events can be loaded with fluochrome to more accurately characterize the properties and differences between them. The fluochrome absorbs the energy of the laser and light emissions typical of the dye are released. The resulting signals are detected by appropriate fluorescence detectors and later analyzed. The more fluochromes are bound to the events, the more intense the signals are.
How does FACS analysis work?
At the end of the FACS analysis, by labeling the events with the fluorochrome, passing the lasers and measuring the emitted light by detectors, the data is finally analyzed. The signals, which are detected by the detectors, are sorted graphically according to properties and presented for the research question.
How does the signal processing work?
The signals and values are processed and evaluated by using software. The data can be mapped linearly or logarithmically. Depending on the configuration and device, up to 60 parameters can be measured simultaneously at individual events. The representation of the parameters are listed depending on the problem in different variants such as the one, two parameter representation, (overlapping) populations and compensation.
What is gating?
Gating is the so-called selecting of events that really interest you. Simply said, someone defines a group of cells and gates them into another diagram. However, since more than one cell population or trait is studied in research, gating can be very time consuming. It typically takes up to several hours. New software, like Cytolytics allows reliable, flexible and above all, fast evaluation without gating.
What does Cytolytics offer?
Cytolytics is a medical technology company specializing in the analysis of medical data using Artificial Intelligence methods. Through cutting-edge artificial intelligence technology, it offers fully automated, fast and reliable flow cytometry analysis. Hours of gating are eliminated by Cytolytics’ fully automated software, which analyzes FACS data up to 60 times faster and provides comprehensible reliable analysis for the research. Cytolytics enables concrete and understandable settings and steps with a high degree of individualization.
What does Artificial Intelligence (AI) mean?
Cytolytics works with the innovation of unsupervised machine learning, which sorts and classifies complex relationships, patterns and similarities using certain criteria and features. Artificial intelligence is built like an artificial neural network that discovers data sets with similar content from a large amount of data in a fully automated way according to predefined rules. Classifies and evolves at the same time. AI can be found in the areas of research, business and game development, as it is ideal for scientific questions, pattern recognition and image processing.
What innovation does Cytolytics offer?
In addition to sequential gating for detailed analyses, the graphical user interface for different computers and a plausibly explained and understandable software language, Cytolytics offers above all a complete automation of the evaluation. With the help of the new innovation of full automation, not only large data sets are compared, but also abnormalities, anomalies and outliers are detected on the basis of the standardized setting. The automated analysis provides a standardized evaluation option, so that introduction with the Cytolytics software is effortless. The automated result documentation can be exported to various applications such as PPT, Word and Excel, and a result presentation is possible directly and quickly without reprocessing. By means of full automation, not only fast evaluations but also comparable, valid, repeatable and meaningful results are delivered. With today’s technology, FACS can identify which tumor and which cells are affected in the case of a cancer diagnosis. However due to the time-consuming nature of gating, therapy planning and corresponding therapy control examinations often take place under great time pressure. Time is a life-saving factor and can in sufficient quantities, enable precise, targeted therapy planning, for example in the case of leukemia. Cytolytics provides an innovative and intelligent solution for this. With time-saving analysis without gating, more time is available for planning therapies for life-threatening diseases and for preparing as well as publishing research.