Morphometric Cell Classification for Single‐Cell MALDI‐Mass Spectrometry Imaging

The large‐scale and label‐free molecular characterization of single cells in their natural tissue habitat remains a major challenge in molecular biology. We present a method that integrates morphometric image analysis to delineate and classify individual cells with their single‐cell‐specific molecul...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Angewandte Chemie 2020-09, Vol.132 (40), p.17600-17603
Hauptverfasser: Ščupáková, Klára, Dewez, Frédéric, Walch, Axel K., Heeren, Ron M. A., Balluff, Benjamin
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:The large‐scale and label‐free molecular characterization of single cells in their natural tissue habitat remains a major challenge in molecular biology. We present a method that integrates morphometric image analysis to delineate and classify individual cells with their single‐cell‐specific molecular profiles. This approach provides a new means to study spatial biological processes such as cancer field effects and the relationship between morphometric and molecular features. Understanding how cells regulate their bioenergetic demands, adjust to the microenvironment, or respond to stimuli is the aim of molecular biology. Yet, methods able to describe the molecular content, histological identity, and spatial context of a single cell do not exist. The presented method integrates morphometric image analysis to delineate and classify individual cells with their cell‐specific molecular profiles obtained by MALDI‐MSI.
ISSN:0044-8249
1521-3757
DOI:10.1002/ange.202007315