Novel Approach of MALDI Drug Imaging, Immunohistochemistry,
and Digital Image Analysis for Drug Distribution Studies in Tissues
Katharina Huber,
†
Annette Feuchtinger,
†
Daniela M. Borgmann,
†
Zhoulei Li,
‡
Michaela Aichler,
†
Stefanie M. Hauck,
§
Horst Zitzelsberger,
∥
Markus Schwaiger,
‡
Ulrich Keller,
⊥,#
and Axel Walch*
,†
†
Research Unit Analytical Pathology, Institute of Pathology, Helmholtz Zentrum Mü nchen, German Research Center for
Environmental Health, 85764 Neuherberg, Germany
‡
Department of Nuclear Medicine, Technische Universitä t Mü nchen, 80333 Mü nchen, Germany
§
Research Unit Protein Science, Helmholtz Zentrum Mü nchen, German Research Center for Environmental Health, 85764
Neuherberg, Germany
∥
Research Unit Radiation Cytogenetics, Helmholtz Zentrum Mü nchen, German Research Center for Environmental Health, 85764
Neuherberg, Germany
⊥
Department of Internal Medicine III, Technische Universitä t Mü nchen, 80333 Mü nchen, Germany
#
German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany
ABSTRACT: Drug efficacy strongly depends on the presence
of the drug substance at the target site. As vascularization is an
important factor for the distribution of drugs in tissues, we
analyzed drug distribution as a function of blood vessel
localization in tumor tissue. To explore distribution of the
anticancer drugs afatinib, erlotinib, and sorafenib, a combined
approach of matrix-assisted laser desorption/ionization
(MALDI) drug imaging and immunohistochemical vessel
staining was applied and examined by digital image analysis.
The following two xenograft models were investigated: (1)
mice carrying squamous cell carcinoma (FaDu) xenografts
(n
tumor
= 13) were treated with afatinib or erlotinib, and (2)
sarcoma (A673) xenograft bearing mice (n
tumor
= 8) received sorafenib treatment. MALDI drug imaging revealed a
heterogeneous distribution of all anticancer drugs. The tumor regions containing high drug levels were associated with a higher
degree of vascularization than the regions without drug signals (p < 0.05). When correlating the impact of blood vessel size to
drug abundance in the sarcoma model, a higher amount of small vessels was detected in the tumor regions with high drug levels
compared to the tumor regions with low drug levels (p < 0.05). With the analysis of coregistered MALDI imaging and CD31
immunohistochemical data by digital image analysis, we demonstrate for the first time the potential of correlating MALDI drug
imaging and immunohistochemistry. Here we describe a specific and precise approach for correlating histological features and
pharmacokinetic properties of drugs at microscopic level, which will provide information for the improvement of drug design,
administration formula or treatment schemes.
I
n drug discovery and development, the examination of drug
distribution in tissues is crucial to characterize the
pharmacological profile of drug substances. The presence of
effective drug doses at the target sites is an important
precondition for its efficacy.
1
Current techniques for the detection and localization of
drugs in tissues are autoradiography (ARG), positron emission
tomography (PET), and mass spectrometry imaging (MSI).
2,3
Because ARG and PET determine the decay of radioactive
molecules, these techniques lack molecular specificity as the
detectors are not capable of distinguishing between parent drug
and its metabolites.
4
Liquid-based methods, such as liquid
chromatography-mass spectrometry (LC-MS), do not demand
any labels and allow the specific detection of the parent drug
and its metabolites. However, the disadvantage of liquid-based
modalities is the loss of spatial information due to tissue
homogenization.
5
These limitations are overcome in MSI by
the specific and simultaneous detection of drug compounds,
metabolites, and endogenous molecules with high spatial
resolution, without the need for radioactive labeling. In
addition, the overlaying of mass spectrometry (MS) datasets
with histological hematoxylin and eosin (H&E) stainings of
consecutive tissue sections after MSI measurement provides an
accurate allocation of MS signals and morphological structures.
6
Most drug therapies are administered orally or as injections,
with subsequent absorption and distribution to the target tissue
Received: June 5, 2014
Accepted: September 27, 2014
Published: September 28, 2014
Article
pubs.acs.org/ac
© 2014 American Chemical Society 10568 dx.doi.org/10.1021/ac502177y | Anal. Chem. 2014, 86, 10568−10575