Citation: Yadav, M.; Chaudhary, P.P.;
D’Souza, B.N.; Spathies, J.; Myles, I.A.
Impact of Skin Tissue Collection
Method on Downstream
MALDI-Imaging. Metabolites 2022, 12,
497. https://doi.org/10.3390/
metabo12060497
Academic Editors: Fidele
Tugizimana, Michele Costanzo,
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Received: 23 March 2022
Accepted: 26 May 2022
Published: 30 May 2022
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Article
Impact of Skin Tissue Collection Method on Downstream
MALDI-Imaging
Manoj Yadav *
,†
, Prem Prashant Chaudhary
†
, Brandon N. D’Souza, Jacquelyn Spathies and Ian A. Myles
Epithelial Therapeutics Unit, National Institute of Allergy and Infectious Disease, National Institutes of Health,
Bethesda, MD 20892, USA; premprashant.chaudhary@nih.gov (P.P.C.); dsouza.80@buckeyemail.osu.edu (B.N.D.);
jacquelyn.spathies@nih.gov (J.S.); mylesi@niaid.nih.gov (I.A.M.)
* Correspondence: manoj.yadav@nih.gov
† These authors contributed equally to this work.
Abstract: MALDI imaging is a novel technique with which to study the pathophysiologies of diseases.
Advancements in the field of metabolomics and lipidomics have been instrumental in mapping the
signaling pathways involved in various diseases, such as cancer and neurodegenerative diseases
(Parkinson’s). MALDI imaging is flexible and can handle many sample types. Researchers primarily
use either formalin-fixed paraffin-embedded (FFPE) or fresh frozen tissue samples to answer their
scientific questions. FFPE samples allow for easy long-term storage, but the requirement for extensive
sample processing may limit the ability to provide a clear picture of metabolite distribution in
biological tissue. Frozen samples require less handling, but present logistical challenges for collection
and storage. A few studies, mostly focused on cancer cell lines, have directly compared the results
of MALDI imaging using these two tissue fixation approaches. Herein, we directly compared FFPE
and fresh frozen sample preparation for murine skin samples, and performed detailed pathway
analysis to understand how differences in processing impact MALDI results from otherwise identical
tissues. Our results indicate that FFPE and fresh frozen methods differ significantly in the putative
identified metabolite content and distribution. The fixation methods shared only 2037 metabolites in
positive mode and only 4079 metabolites in negative ion mode. However, both fixation approaches
allowed for downstream fluorescent staining, which may save time and resources for samples that
are clinically precious. This work represents a direct comparison of the impacts of the two main tissue
processing methods on subsequent MALDI-MSI. While our results are similar to previous work in
cancer tissue, they provide novel insights for those using MALDI-MSI in skin.
Keywords: MALDI-MSI; FFPE; IHC; metabolites
1. Introduction
Matrix-assisted laser desorption ionization (MALDI) mass spectrometry imaging (MSI)
is an expanding tool which aims to understand the presence and distribution of different
biomarkers, such as peptides, lipids, and other small metabolites. Unlike traditional MS,
the spatial distribution of metabolites in tissue section can be studied using the MALDI-
MSI. However, tissue samples must first be preserved prior to analysis. Two types of
preservation methods are widely used: formalin-fixed paraffin-embedded (FFPE) and fresh
frozen. FFPE preservation allows for retrospective analysis of tissue samples even after long
term storage, but requires the samples to pass through enzymatic digestion, dehydrations,
rehydrations, and antigen retrieval protocols. Frozen samples do not require enzymatic
processing, but are reliant on immediate freezing and proper long term storage to preserve
sample integrity [1–3].
A limited number of reports have directly compared FFPE and fresh frozen preserva-
tion techniques on subsequent putative metabolite identification. These reports are from
prostate cancer, colon cancer, and mouse models of Parkinson’s disease [1–5]. Specifi-
cally, prior studies have evaluated prostate cancer cell lines (LNCaP and LNCaP-Abl [1],
Metabolites 2022, 12, 497. https://doi.org/10.3390/metabo12060497 https://www.mdpi.com/journal/metabolites