Novel Approach of MALDI Drug Imaging, Immunohistochemistry, and Digital Image Analysis for Drug Distribution Studies in Tissues

被引:37
作者
Huber, Katharina [1 ]
Feuchtinger, Annette [1 ]
Borgmann, Daniela M. [1 ]
Li, Zhoulei [2 ]
Aichler, Michaela [1 ]
Hauck, Stefanie M. [3 ]
Zitzelsberger, Horst [4 ]
Schwaiger, Markus [2 ]
Keller, Ulrich [5 ,6 ,7 ]
Walch, Axel [1 ]
机构
[1] German Res Ctr Environm Hlth, Helmholtz Zentrum Munchen, Inst Pathol, Res Unit Analyt Pathol, D-85764 Neuherberg, Germany
[2] Tech Univ Munich, Dept Nucl Med, D-80333 Munich, Germany
[3] German Res Ctr Environm Hlth, Helmholtz Zentrum Munchen, Res Unit Prot Sci, D-85764 Neuherberg, Germany
[4] German Res Ctr Environm Hlth, Helmholtz Zentrum Munchen, Res Unit Radiat Cytogenet, D-85764 Neuherberg, Germany
[5] Tech Univ Munich, Dept Internal Med 3, D-80333 Munich, Germany
[6] German Canc Consortium DKTK, Heidelberg, Germany
[7] German Canc Res Ctr, Heidelberg, Germany
关键词
RECEPTOR TYROSINE KINASE; RENAL-CELL CARCINOMA; ERBB FAMILY BLOCKER; SOLID TUMORS; MULTIKINASE INHIBITOR; TREATMENT RESPONSE; SORAFENIB; ERLOTINIB; CANCER; DISCOVERY;
D O I
10.1021/ac502177y
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
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.
引用
收藏
页码:10568 / 10575
页数:8
相关论文
共 36 条
[1]   EGF Receptor Is Required for KRAS-Induced Pancreatic Tumorigenesis [J].
Ardito, Christine M. ;
Gruener, Barbara M. ;
Takeuchi, Kenneth K. ;
Lubeseder-Martellato, Clara ;
Teichmann, Nicole ;
Mazur, Pawel K. ;
DelGiorno, Kathleen E. ;
Carpenter, Eileen S. ;
Halbrook, Christopher J. ;
Hall, Jason C. ;
Pal, Debjani ;
Briel, Thomas ;
Herner, Alexander ;
Trajkovic-Arsic, Marija ;
Sipos, Bence ;
Liou, Geou-Yarh ;
Storz, Peter ;
Murray, Nicole R. ;
Threadgill, David W. ;
Sibilia, Maria ;
Washington, M. Kay ;
Wilson, Carole L. ;
Schmid, Roland M. ;
Raines, Elaine W. ;
Crawford, Howard C. ;
Siveke, Jens T. .
CANCER CELL, 2012, 22 (03) :304-317
[2]   Erlotinib in cancer treatment [J].
Bareschino, M. A. ;
Schettino, C. ;
Troiani, T. ;
Martinelli, E. ;
Morgillo, F. ;
Ciardiello, F. .
ANNALS OF ONCOLOGY, 2007, 18 :35-41
[3]  
Castellino S, 2012, BIOANALYSIS, V4, P2549, DOI [10.4155/BIO.12.251, 10.4155/bio.12.251]
[4]  
Castellino S, 2011, BIOANALYSIS, V3, P2427, DOI [10.4155/BIO.11.232, 10.4155/bio.11.232]
[5]   FDA drug approval summary:: Erlotinib (Tarceva®) tablets [J].
Cohen, MH ;
Johnson, JR ;
Chen, YF ;
Sridhara, R ;
Pazdur, R .
ONCOLOGIST, 2005, 10 (07) :461-466
[6]   Multispectral Fluorescence Ultramicroscopy: Three-Dimensional Visualization and Automatic Quantification of Tumor Morphology, Drug Penetration, and Antiangiogenic Treatment Response [J].
Dobosz, Michael ;
Ntziachristos, Vasilis ;
Scheuer, Werner ;
Strobel, Steffen .
NEOPLASIA, 2014, 16 (01) :1-U24
[7]   Erlotinib hydrochloride [J].
Dowell, J ;
Minna, JD ;
Kirkpatrick, P .
NATURE REVIEWS DRUG DISCOVERY, 2005, 4 (01) :13-14
[8]   Afatinib: First Global Approval [J].
Dungo, Rosselle T. ;
Keating, Gillian M. .
DRUGS, 2013, 73 (13) :1503-1515
[9]   MALDI Imaging Mass Spectrometry (MALDI-IMS)-Application of Spatial Proteomics for Ovarian Cancer Classification and Diagnosis [J].
Gustafsson, Johan O. R. ;
Oehler, Martin K. ;
Ruszkiewicz, Andrew ;
McColl, Shaun R. ;
Hoffmann, Peter .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2011, 12 (01) :773-794
[10]   Tyrosine Kinase Inhibitors - A Review on Pharmacology, Metabolism and Side Effects [J].
Hartmann, Joerg Thomas ;
Haap, Michael ;
Kopp, Hans-Georg ;
Lipp, Hans-Peter .
CURRENT DRUG METABOLISM, 2009, 10 (05) :470-481