Accelerate to discover

Back to filter

Related topics

High-frequency Ultrasound System For Preclinical Imaging

S-Sharp

May 13, 2024

The Prospect T1 is an innovative high-frequency ultrasound system designed specifically for in vivo preclinical imaging...

“Range+T “ for Tight Sizing of HMW Libraries

Sage Science

May 10, 2024

We decided to do a deep dive into Range+T to get a better handle the method, and to develop best practices for using...

April 2024 publication revealing benefits of using intravital microscopy in trascriptomics studies

IVIM Technology

May 8, 2024

Transcriptional activation of Bmal1 drives the inflammatory activity of monocytes by modulating mitochondrial unfolded...

Minimal information for studies of extracellular vesicles (MISEV2023)

IZON

May 7, 2024

MISEV2023 is intended to aid any and all EV researchers: from those just starting their EV journey to more established...

May 19, 2024

Omics Studies of Tumor Cells under Microgravity Conditions

CelVivo

May 6, 2024

It is important for the analysis of data from space experiments to distinguish unspecific stress reactions from...

Column-Free CD14+ Monocyte Isolation using 50nm Superparamagentic Beads on MARS® Bar

Applied Cells

Apr 25, 2024

The MARS® Bar Magnetic Separation Platform is a closed and automated isolation for cell therapy development and...

Spatial and temporal profiling of the complement system uncovered novel functions of the alternative

Vizgen

Apr 24, 2024

Mounting evidence implicated the classical complement pathway (CP) in normal brain development, and the pathogenesis of...

May 19, 2024

The Cytek "Spectral Duo": the first and only Spectral Cell Sorter and Analyzer made for each other

Cytek Biosciences

Apr 24, 2024

The Cytek Aurora CS system is the only cell sorter on the market with a matched full spectrum analyzer. All the...

Show all topics (10)

Predicting single-cell gene expression with imaging flow cytometry data and machine learning

Aug 10, 2021

Luminex introduced IFC-seq, a machine learning methodology for predicting the expression profile of every cell in an imaging flow cytometry experiment. Since it is to-date unfeasible to observe singlecell gene expression and morphology in flow, we integrate uncoupled imaging data with an independent transcriptomics dataset by leveraging common surface markers. We demonstrate that IFC-seq successfully models gene expression of a moderate number of key gene-markers for two independent imaging flow cytometry datasets: (i) human blood mononuclear cells and (ii) mouse myeloid progenitor cells. In the case of mouse myeloid progenitor cells IFC-seq can predict gene expression directly from brightfield images in a label-free manner, using a convolutional neural network. The proposed method promises to add gene expression information to existing and new imaging flow cytometry datasets, at no additional cost.

Learn more

Technical breakthrough
Application
Meet us
Video
Webinar

Related technologies: Imaging flow cytometry

Get more info

Riccardo Pasculli

Head of application support

Riccardo

Pasculli

+420 731 127 717

Send Message

Brand profile

Luminex

Luminex offer a comprehensive range of innovative flow cytometers, including the Imaging flow cytometers.

Related products

Combine the speed and statistical power of flow cytometry with microscopy

show detail

Flow cytometer capable of high resolution microscopic assays

show detail

We supply and support Life-Science Technologies in the territory of Central and Eastern Europe.

Czech Republic

Slovakia

Hungary

Poland

Croatia

Slovenia

Serbia

Romania

Bulgaria

Latvia

Lithuania

Estonia

Russia

Ukraine

Belarus

Turkey