Crohn's Disease Clinical Trial
Official title:
Effects of CT Reconstruction Algorithm on the Quantitative Assessment of Crohn's Disease: A Comparison of Standard and Low Dose CT Enterography
The investigators will be assessing the efficacy of a Model Based Iterative Reconstruction
algorithm (MBIR) as a noise reduction tool in computed tomographic (CT) examinations for
Crohn's Disease. MBIR is computer adapted mathematical calculation technique that generates
CT images with less picture degradation (noise) than traditional computer reconstruction
techniques such as FBP (Filtered Back Projection) and ASIR (Adaptive Statistical Iterative
Reconstruction), for enteric Crohn's Disease findings.
The research involves collection of data from subjects standard of care diagnostic CT scan
and from a research low radiation dose scan performed immediately following their diagnostic
scan. We will determine the impact on image quality, interpretability, and Crohn's Disease
findings of the low dose scan compared to the standard of care scan.
FBP, MBIR, and ASIR are post processing tools that do not alter the scan acquisition itself.
1. PURPOSE
The purpose of this study is to assess the efficacy of a new model based iterative
reconstruction algorithm as a noise reduction tool and to compare its sensitivity for
the findings of enteric Crohn's Disease with the sensitivity of FBP or ASIR CT
Enterography findings in enteric Crohn's Disease.
Definitions:
Iterative reconstruction: A computer adapted mathematical calculation technique that
allows the ability to generate CT images with less image noise (picture degradation)
than traditional image reconstruction techniques.
Reconstruction algorithms are computer adapted mathematical calculations applied to raw
data during image reconstruction.
2. HYPOTHESIS
The use of different CT reconstruction algorithms will allow the quantitative
assessment of small bowel Crohn's Disease (CD) while exposing patients to lower
radiation doses. MBIR and ASIR will provide images with lower noise and similarly
accurate quantification of CD. Additionally, MBIR will allow acquisition of CT data at
very low radiation doses, with comparable image quality and quantitative assessment of
CD compared to higher radiation dose acquisitions performed utilizing FBP and ASIR.
MBIR will not be inferior to FBP or ASIR in assessing findings related to Crohn's
Disease on CT enterography (CTE).
Definitions
MBIR: Model Based Iterative Reconstruction algorithm FBP: Filtered Back Projection
ASIR: Adaptive Statistical Iterative Reconstruction
3. JUSTIFICATION
Computed tomography imaging traditionally relied upon filtered back projection (FBP)
for image reconstruction. This technique uses relatively little computing power, but
requires a number of assumptions be made about the data acquisition itself that result
in an increase in image noise.
The use of iterative reconstruction techniques has recently started to take place in CT
imaging. The major benefit of iterative reconstruction techniques is the ability to
generate CT images with less image noise. This noise reduction allows for tube current
reduction with IR images, limiting radiation dose in a linear manner.
Model based iterative reconstruction (MBIR), is replacing the older iterative
technique, adaptive statistical iterative reconstruction (ASIR). MBIR utilizes more
accurate modeling and early research suggests MBIR images may be reconstructed from CT
acquisitions that use significantly decreased radiation dose, with similar image
quality compared to both ASIR and FBP.
FBP, MBIR, and ASIR are post processing tools that do not alter the scan acquisition
itself. Iterative reconstruction algorithms have garnered increased interest,
especially with elevated public concern about radiation dose . MBIR techniques have not
yet been validated in CT examinations acquired for evaluation of Crohn's Disease (CD).
Clinical history, physical examination, laboratory investigations and endoscopy have
been used to identify and evaluate the extent and severity of Crohn's Disease along
with imaging studies to assist in the evaluation of the small bowel involvement of CD.
CT Enterography has become the preferred imaging modality for assessing small bowel
involvement in inflammatory bowel disease. The dose reduction properties of MBIR are
particularly appealing in this area of CT imaging as multiple scans may be performed
over time to assess progression or relapse of disease and response to treatment.
Calprotectin is a protein found inside the cytoplasm of the immune cells within the
intestine known as neutrophils, granulocytes and macrophages. Under conditions of
mucosal inflammation as seen in inflammatory bowel disease, calprotectin is released
into the lumen of the bowel and excreted in the stool. Fecal Calprotectin levels can be
measured and serve as a biological marker of the degree of mucosal inflammation in the
bowel. Fecal calprotectin levels have not been previously correlated with the degree of
mucosal inflammation seen on CT Enterography.
4. OBJECTIVE
To determine the impact on image quality, interpretability, and Crohn's Disease
findings of low dose computed tomography enterography (CTE) images acquired with a new
model based iterative reconstruction algorithm as compared to standard image
reconstruction.
5. RESEARCH METHOD
The research is a prospective non randomized study of 163 consecutive patients who are
clinically referred for CT Enterography.
6. STATISTICAL ANALYSIS
Using sensitivity of the CTE to calculate sample size, the planned sample size for this
study is 163 subjects. The study will be powered at 80% to demonstrate that the lower
radiation CTE (ASIR and MBIR) is non-inferior (type I error rate of 2.5%, one sided) to the
standard CTE. The sensitivity of the standard CTE is assumed to be 0.77 based on a pooled
estimate [7]. 0.1 is chosen as the non-inferiority margin. The correlation between the two
procedures is considered in the sample size calculation. We assume that the prevalence of
Crohn's Disease is 80% among the target population.
Using the nQuery statistical program, with the assumption that the proportion of discordant
examinations is 0.15(or the conditional probability of positive finding in standard CTE is
0.90 if given a positive finding on the ASIR or MBIR CTE), the sample size needed to detect
no more than 0.1 difference in sensitivity of the two procedures for patients with disease
is 118, with a 80% power and a type I error of 0.025, one sided. Assuming that 80% of target
population will have disease, approximately 148 subjects will need to be recruited. We have
factored in a 10% drop out rate ( patients who leave the study for any reason) bringing the
total number of patients to be recruited to 163.
Image quality scores and quantitative analysis will be compared using both standard and the
novel reconstruction algorithms. These results will also be compared to the acquired FC
levels. Because each patient examination will receive multiple reconstructions, a
mixed-model analysis will be conducted to account for repeated observations within patients.
Repeated measures analysis of variance will be conducted separately for each outcome
(signal, noise, SNR, proportion of interpretable segments, and image quality) against the
type of reconstruction used. A 0.05 significance level will be used for all repeated
measures and analysis.
Primary Endpoint:
FBP, ASIR and MBIR will each be compared to the reference standard described below. The
endpoint will be the ability of each method to accurately identify the presence or absence
of Crohn's Disease (CD) as compared to the reference standard.
Reference Standard:
Dr. B. Bressler, the principal investigator, is a gastroenterologist with an expertise in
inflammatory bowel disease (IBD). Dr. Bressler will review all of the available clinical
parameters including history and physical exam findings, ileocolonoscopy findings if
available and laboratory parameters including bloodwork and Fecal Calprotectin levels. The
gastroenterologist will not be blinded to the subject's identity. Based on his review of the
above parameters, he will rate the presence of small bowel CD as definitely active, probably
active, inactive (remission) or absent.
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