J 2019

Drug Penetration Analysis in 3D Cell Cultures Using Fiducial-Based Semiautomatic Coregistration of MALDI MSI and Immunofluorescence Images

MACHÁLKOVÁ, Markéta, Barbora PAVLATOVSKÁ, Jan MICHÁLEK, Adam PRUŠKA, Karel ŠTĚPKA et. al.

Basic information

Original name

Drug Penetration Analysis in 3D Cell Cultures Using Fiducial-Based Semiautomatic Coregistration of MALDI MSI and Immunofluorescence Images

Authors

MACHÁLKOVÁ, Markéta (203 Czech Republic, belonging to the institution), Barbora PAVLATOVSKÁ (203 Czech Republic, belonging to the institution), Jan MICHÁLEK (203 Czech Republic, belonging to the institution), Adam PRUŠKA (203 Czech Republic, belonging to the institution), Karel ŠTĚPKA (203 Czech Republic, belonging to the institution), Tereza NEČASOVÁ (203 Czech Republic, belonging to the institution), Katarzyna Anna RADASZKIEWICZ (616 Poland, belonging to the institution), Michal KOZUBEK (203 Czech Republic, belonging to the institution), Jan ŠMARDA (203 Czech Republic, belonging to the institution), Jan PREISLER (203 Czech Republic, belonging to the institution) and Jarmila NAVRÁTILOVÁ (203 Czech Republic, guarantor, belonging to the institution)

Edition

Analytical Chemistry, American Chemical Society, 2019, 0003-2700

Other information

Language

English

Type of outcome

Článek v odborném periodiku

Field of Study

10406 Analytical chemistry

Country of publisher

United States of America

Confidentiality degree

není předmětem státního či obchodního tajemství

References:

Impact factor

Impact factor: 6.785

RIV identification code

RIV/00216224:14310/19:00111447

Organization unit

Faculty of Science

UT WoS

000495469100023

Keywords in English

MALDI MSI; LSCM; IHC; multimodal imaging; spheroids; coregistration; image analysis

Tags

International impact, Reviewed
Změněno: 16/4/2020 11:29, prof. Mgr. Jan Preisler, Ph.D.

Abstract

V originále

In this paper, we present an easy-to-follow procedure for the analysis of tissue sections from 3D cell cultures (spheroids) by matrix-assisted laser desorption/ionization mass spectrometry imaging (MALDI MSI) and laser scanning confocal microscopy (LSCM). MALDI MSI was chosen to detect the distribution of the drug of interest, while fluorescence immunohistochemistry (IHC) followed by LSCM was used to localize the cells featuring specific markers of viability, proliferation, apoptosis and metastasis. The overlay of the mass spectrometry (MS) and IHC spheroid images, typically without any morphological features, required fiducial-based coregistration. The MALDI MSI protocol was optimized in terms of fiducial composition and antigen epitope preservation to allow MALDI MSI to be performed and directly followed by IHC analysis on exactly the same spheroid section. Once MS and IHC images were coregistered, the quantification of the MS and IHC signals was performed by an algorithm evaluating signal intensities along equidistant layers from the spheroid boundary to its center. This accurate colocalization of MS and IHC signals showed limited penetration of the clinically tested drug perifosine into spheroids during a 24 h period, revealing the fraction of proliferating and promigratory/proinvasive cells present in the perifosine-free areas, decrease of their abundance in the perifosine-positive regions and distinguishing between apoptosis resulting from hypoxia/nutrient deprivation and drug exposure.

Links

EF16_013/0001775, research and development project
Name: Modernizace a podpora výzkumných aktivit národní infrastruktury pro biologické a medicínské zobrazování Czech-BioImaging
LM2015062, research and development project
Name: Národní infrastruktura pro biologické a medicínské zobrazování
Investor: Ministry of Education, Youth and Sports of the CR
LM2015091, research and development project
Name: Národní centrum lékařské genomiky (Acronym: NCLG)
Investor: Ministry of Education, Youth and Sports of the CR
LQ1601, research and development project
Name: CEITEC 2020 (Acronym: CEITEC2020)
Investor: Ministry of Education, Youth and Sports of the CR
MUNI/A/1018/2018, interní kód MU
Name: Rozsáhlé výpočetní systémy: modely, aplikace a verifikace VIII.
Investor: Masaryk University, Category A
MUNI/G/0974/2016, interní kód MU
Name: Optimalizace cílené terapie kolorektálního karcinomu ovlivňováním účinnosti penetrace a cytotoxicity regulátorů buněčných signalizací
Investor: Masaryk University, INTERDISCIPLINARY - Interdisciplinary research projects