WE-C-351-03: Association of Texture Features to Structure and Function in a Simple Tumor Model and Potential Application to Treatment Response Monitoring Using FDG-PET

2008 ◽  
Vol 35 (6Part23) ◽  
pp. 2938-2938
Author(s):  
H Keller ◽  
J Hoisak
2014 ◽  
Vol 32 (3_suppl) ◽  
pp. 375-375 ◽  
Author(s):  
Richard Tuli ◽  
Benedick Fraass ◽  
Wensha Yang ◽  
Howard Mark Sandler ◽  
Andrew Hendifar ◽  
...  

375 Background: Accurate assessment of radiographic response following radiotherapy (RT) for pancreatic adenocarcinoma is challenging. Morphologic and textural features of FDG-PET have been shown to correlate with pathologic response and clinical outcomes in other solid tumors (PMID 23204495). The goal of this study was to develop a predictive algorithm derived from textural features of PET scans to predict response to RT. Methods: With IRB approval, we reviewed 10 patients with locally advanced pancreatic cancer treated with stereotactic body radiation therapy (25-30 Gy in 5 daily fractions). 18FDG-PET/CT scans were obtained 2 weeks pre-RT and 6 weeks post-RT. Pre-RT PET/CT images were deformably registered to the RT planning CT. Tumor volumes of interest were divided into (4.8mm)^3 subvolumes and characterized by mean SUV uptake, RT dose and comprehensive texture analysis. These pre-RT variables were correlated to post-RT mean SUV to identify potential predictors of treatment response. Response prediction was modeled by logistic regression with the Lasso algorithm and validated by 10-fold cross-validation. Model performance was assessed using cross-validated area under the receiver operating characteristic curves (AUC). Results: Mean uptake, RT dose and 6 texture features (energy, correlation, variance, sum mean, cluster tendency, and inverse variance) on pre-RT PET scans were significant in predicting treatment response (AUC 0.85). Within this model, each of the above noted variables was predictive of post-RT response (p<.05). Conclusions: Subvolume-based metabolic and texture features of pre-treatment PET scans were predictive of response following RT. Studies are ongoing to further correlate these variables to RECIST and pathologic response. This should serve as a useful model to help direct response-driven adaptive radiotherapy in patients with locally advanced pancreatic cancer.


2010 ◽  
Vol 5 (1) ◽  
pp. 65-75 ◽  
Author(s):  
Joshua L. Roffman ◽  
David G. Brohawn ◽  
Jesse S. Friedman ◽  
Kara A. Dyckman ◽  
Katharine N. Thakkar ◽  
...  

Author(s):  
Peter Sterling

The synaptic connections in cat retina that link photoreceptors to ganglion cells have been analyzed quantitatively. Our approach has been to prepare serial, ultrathin sections and photograph en montage at low magnification (˜2000X) in the electron microscope. Six series, 100-300 sections long, have been prepared over the last decade. They derive from different cats but always from the same region of retina, about one degree from the center of the visual axis. The material has been analyzed by reconstructing adjacent neurons in each array and then identifying systematically the synaptic connections between arrays. Most reconstructions were done manually by tracing the outlines of processes in successive sections onto acetate sheets aligned on a cartoonist's jig. The tracings were then digitized, stacked by computer, and printed with the hidden lines removed. The results have provided rather than the usual one-dimensional account of pathways, a three-dimensional account of circuits. From this has emerged insight into the functional architecture.


Author(s):  
K.E. Krizan ◽  
J.E. Laffoon ◽  
M.J. Buckley

With increase use of tissue-integrated prostheses in recent years it is a goal to understand what is happening at the interface between haversion bone and bulk metal. This study uses electron microscopy (EM) techniques to establish parameters for osseointegration (structure and function between bone and nonload-carrying implants) in an animal model. In the past the interface has been evaluated extensively with light microscopy methods. Today researchers are using the EM for ultrastructural studies of the bone tissue and implant responses to an in vivo environment. Under general anesthesia nine adult mongrel dogs received three Brånemark (Nobelpharma) 3.75 × 7 mm titanium implants surgical placed in their left zygomatic arch. After a one year healing period the animals were injected with a routine bone marker (oxytetracycline), euthanized and perfused via aortic cannulation with 3% glutaraldehyde in 0.1M cacodylate buffer pH 7.2. Implants were retrieved en bloc, harvest radiographs made (Fig. 1), and routinely embedded in plastic. Tissue and implants were cut into 300 micron thick wafers, longitudinally to the implant with an Isomet saw and diamond wafering blade [Beuhler] until the center of the implant was reached.


Author(s):  
Robert L. Ochs

By conventional electron microscopy, the formed elements of the nuclear interior include the nucleolus, chromatin, interchromatin granules, perichromatin granules, perichromatin fibrils, and various types of nuclear bodies (Figs. 1a-c). Of these structures, all have been reasonably well characterized structurally and functionally except for nuclear bodies. The most common types of nuclear bodies are simple nuclear bodies and coiled bodies (Figs. 1a,c). Since nuclear bodies are small in size (0.2-1.0 μm in diameter) and infrequent in number, they are often overlooked or simply not observed in any random thin section. The rat liver hepatocyte in Fig. 1b is a case in point. Historically, nuclear bodies are more prominent in hyperactive cells, they often occur in proximity to nucleoli (Fig. 1c), and sometimes they are observed to “bud off” from the nucleolar surface.


Author(s):  
M. Boublik ◽  
W. Hellmann ◽  
F. Jenkins

Correlations between structure and function of biological macromolecules have been studied intensively for many years, mostly by indirect methods. High resolution electron microscopy is a unique tool which can provide such information directly by comparing the conformation of biopolymers in their biologically active and inactive state. We have correlated the structure and function of ribosomes, ribonucleoprotein particles which are the site of protein biosynthesis. 70S E. coli ribosomes, used in this experiment, are composed of two subunits - large (50S) and small (30S). The large subunit consists of 34 proteins and two different ribonucleic acid molecules. The small subunit contains 21 proteins and one RNA molecule. All proteins (with the exception of L7 and L12) are present in one copy per ribosome.This study deals with the changes in the fine structure of E. coli ribosomes depleted of proteins L7 and L12. These proteins are unique in many aspects.


2011 ◽  
Vol 21 (3) ◽  
pp. 112-117 ◽  
Author(s):  
Elizabeth Erickson-Levendoski ◽  
Mahalakshmi Sivasankar

The epithelium plays a critical role in the maintenance of laryngeal health. This is evident in that laryngeal disease may result when the integrity of the epithelium is compromised by insults such as laryngopharyngeal reflux. In this article, we will review the structure and function of the laryngeal epithelium and summarize the impact of laryngopharyngeal reflux on the epithelium. Research investigating the ramifications of reflux on the epithelium has improved our understanding of laryngeal disease associated with laryngopharyngeal reflux. It further highlights the need for continued research on the laryngeal epithelium in health and disease.


1973 ◽  
Vol 44 (1-21012) ◽  
pp. 1-1 ◽  
Author(s):  
B BACCETTI ◽  
A BURRINI ◽  
R DALLAI ◽  
V PALLINI ◽  
P PERITI ◽  
...  

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