Title :
Fusion of Positron Emission Tomography (PET) and Gene Array Data: A New Approach for the Correlative Analysis of Molecular Biological and Clinical Data
Author :
Strauss, Ludwig G. ; Pan, Leyun ; Koczan, Dirk ; Klippel, Sven ; Mikolajczyk, Krzysztof ; Burger, Cyrill ; Haberkorn, Uwe ; Schonleben, K. ; Thiesen, Hans-Jrgen ; Dimitrakopoulou-Strauss, Antonia
Author_Institution :
German Cancer Res. Center, Heidelberg
fDate :
6/1/2007 12:00:00 AM
Abstract :
The combined assessment of data obtained by positron emission tomography (PET) and gene array techniques provide new capabilities for the interpretation of kinetic tracer studies. The correlative analysis of the data helps to detect dependencies of the kinetics of radiotracer on gene expression. Furthermore, gene expression may be predicted using regression functions if a significant correlation exists, which raises new aspects regarding the interpretation of dynamic PET examinations. The development of new radiopharmaceuticals requires the knowledge of the enhanced expression of genes, especially genes controlling receptors and cell surface proteins. The GenePET program facilitates an interactive approach together with the use of key words to identify possible targets for new radiopharmaceuticals.
Keywords :
biochemistry; cellular biophysics; correlation methods; drugs; genetics; medical computing; molecular biophysics; positron emission tomography; proteins; regression analysis; GenePET program; PET; cell surface protein; clinical data; correlative analysis; gene array data; gene expression; kinetic tracer study; molecular biological data; positron emission tomography; radiopharmaceuticals; radiotracer; regression function; Cancer; Data analysis; Gene expression; Kinetic theory; Medical treatment; Neoplasms; Nuclear medicine; Positron emission tomography; Protein engineering; Radio control; Gene array; genetics; modeling; positron emission tomography; Databases, Factual; Gene Expression Profiling; Humans; Molecular Biology; Neoplasm Proteins; Neoplasms; Oligonucleotide Array Sequence Analysis; Positron-Emission Tomography; Statistics as Topic; Subtraction Technique; Tumor Markers, Biological;
Journal_Title :
Medical Imaging, IEEE Transactions on
DOI :
10.1109/TMI.2007.892645