Literature DB >> 21361209

Patient-specific radiation dose and cancer risk estimation in CT: part II. Application to patients.

Xiang Li1, Ehsan Samei, W Paul Segars, Gregory M Sturgeon, James G Colsher, Greta Toncheva, Terry T Yoshizumi, Donald P Frush.   

Abstract

PURPOSE: Current methods for estimating and reporting radiation dose from CT examinations are largely patient-generic; the body size and hence dose variation from patient to patient is not reflected. Furthermore, the current protocol designs rely on dose as a surrogate for the risk of cancer incidence, neglecting the strong dependence of risk on age and gender. The purpose of this study was to develop a method for estimating patient-specific radiation dose and cancer risk from CT examinations.
METHODS: The study included two patients (a 5-week-old female patient and a 12-year-old male patient), who underwent 64-slice CT examinations (LightSpeed VCT, GE Healthcare) of the chest, abdomen, and pelvis at our institution in 2006. For each patient, a nonuniform rational B-spine (NURBS) based full-body computer model was created based on the patient's clinical CT data. Large organs and structures inside the image volume were individually segmented and modeled. Other organs were created by transforming an existing adult male or female full-body computer model (developed from visible human data) to match the framework defined by the segmented organs, referencing the organ volume and anthropometry data in ICRP Publication 89. A Monte Carlo program previously developed and validated for dose simulation on the LightSpeed VCT scanner was used to estimate patient-specific organ dose, from which effective dose and risks of cancer incidence were derived. Patient-specific organ dose and effective dose were compared with patient-generic CT dose quantities in current clinical use: the volume-weighted CT dose index (CTDIvol) and the effective dose derived from the dose-length product (DLP).
RESULTS: The effective dose for the CT examination of the newborn patient (5.7 mSv) was higher but comparable to that for the CT examination of the teenager patient (4.9 mSv) due to the size-based clinical CT protocols at our institution, which employ lower scan techniques for smaller patients. However, the overall risk of cancer incidence attributable to the CT examination was much higher for the newborn (2.4 in 1000) than for the teenager (0.7 in 1000). For the two pediatric-aged patients in our study, CTDIvol underestimated dose to large organs in the scan coverage by 30%-48%. The effective dose derived from DLP using published conversion coefficients differed from that calculated using patient-specific organ dose values by -57% to 13%, when the tissue weighting factors of ICRP 60 were used, and by -63% to 28%, when the tissue weighting factors of ICRP 103 were used.
CONCLUSIONS: It is possible to estimate patient-specific radiation dose and cancer risk from CT examinations by combining a validated Monte Carlo program with patient-specific anatomical models that are derived from the patients' clinical CT data and supplemented by transformed models of reference adults. With the construction of a large library of patient-specific computer models encompassing patients of all ages and weight percentiles, dose and risk can be estimated for any patient prior to or after a CT examination. Such information may aid in decisions for image utilization and can further guide the design and optimization of CT technologies and scan protocols.

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Year:  2011        PMID: 21361209      PMCID: PMC3021563          DOI: 10.1118/1.3515864

Source DB:  PubMed          Journal:  Med Phys        ISSN: 0094-2405            Impact factor:   4.071


  33 in total

1.  Dose reduction in pediatric CT: a rational approach.

Authors:  John M Boone; Estella M Geraghty; J Anthony Seibert; Sandra L Wootton-Gorges
Journal:  Radiology       Date:  2003-08       Impact factor: 11.105

2.  An assessment of bone marrow and bone endosteum dosimetry methods for photon sources.

Authors:  Choonik Lee; Choonsik Lee; Amish P Shah; Wesley E Bolch
Journal:  Phys Med Biol       Date:  2006-10-06       Impact factor: 3.609

3.  A Monte Carlo-based method to estimate radiation dose from spiral CT: from phantom testing to patient-specific models.

Authors:  G Jarry; J J DeMarco; U Beifuss; C H Cagnon; M F McNitt-Gray
Journal:  Phys Med Biol       Date:  2003-08-21       Impact factor: 3.609

4.  Estimated risks of radiation-induced fatal cancer from pediatric CT.

Authors:  D Brenner; C Elliston; E Hall; W Berdon
Journal:  AJR Am J Roentgenol       Date:  2001-02       Impact factor: 3.959

5.  Effective dose in paediatric computed tomography.

Authors:  C L Chapple; S Willis; J Frame
Journal:  Phys Med Biol       Date:  2002-01-07       Impact factor: 3.609

6.  Influence of phantom diameter, kVp and scan mode upon computed tomography dose index.

Authors:  Edward L Nickoloff; Ajoy K Dutta; Zheng F Lu
Journal:  Med Phys       Date:  2003-03       Impact factor: 4.071

7.  A method for describing the doses delivered by transmission x-ray computed tomography.

Authors:  T B Shope; R M Gagne; G C Johnson
Journal:  Med Phys       Date:  1981 Jul-Aug       Impact factor: 4.071

8.  Patient-specific radiation dose and cancer risk estimation in CT: part I. development and validation of a Monte Carlo program.

Authors:  Xiang Li; Ehsan Samei; W Paul Segars; Gregory M Sturgeon; James G Colsher; Greta Toncheva; Terry T Yoshizumi; Donald P Frush
Journal:  Med Phys       Date:  2011-01       Impact factor: 4.071

9.  Whole-body voxel phantoms of paediatric patients--UF Series B.

Authors:  Choonik Lee; Choonsik Lee; Jonathan L Williams; Wesley E Bolch
Journal:  Phys Med Biol       Date:  2006-09-04       Impact factor: 3.609

10.  Basic anatomical and physiological data for use in radiological protection: reference values. A report of age- and gender-related differences in the anatomical and physiological characteristics of reference individuals. ICRP Publication 89.

Authors: 
Journal:  Ann ICRP       Date:  2002
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  44 in total

1.  The development of a population of 4D pediatric XCAT phantoms for imaging research and optimization.

Authors:  W P Segars; Hannah Norris; Gregory M Sturgeon; Yakun Zhang; Jason Bond; Anum Minhas; Daniel J Tward; J T Ratnanather; M I Miller; D Frush; E Samei
Journal:  Med Phys       Date:  2015-08       Impact factor: 4.071

2.  Pediatric chest and abdominopelvic CT: organ dose estimation based on 42 patient models.

Authors:  Xiaoyu Tian; Xiang Li; W Paul Segars; Erik K Paulson; Donald P Frush; Ehsan Samei
Journal:  Radiology       Date:  2013-10-28       Impact factor: 11.105

3.  The impact on CT dose of the variability in tube current modulation technology: a theoretical investigation.

Authors:  Xiang Li; W Paul Segars; Ehsan Samei
Journal:  Phys Med Biol       Date:  2014-07-28       Impact factor: 3.609

4.  Size-specific dose estimate (SSDE) provides a simple method to calculate organ dose for pediatric CT examinations.

Authors:  Bria M Moore; Samuel L Brady; Amy E Mirro; Robert A Kaufman
Journal:  Med Phys       Date:  2014-07       Impact factor: 4.071

5.  Patient-based estimation of organ dose for a population of 58 adult patients across 13 protocol categories.

Authors:  Pooyan Sahbaee; W Paul Segars; Ehsan Samei
Journal:  Med Phys       Date:  2014-07       Impact factor: 4.071

6.  Technical Note: Measurement of bow tie profiles in CT scanners using radiochromic film.

Authors:  Bruce R Whiting; Andreea C Dohatcu; Joshua D Evans; David G Politte; Jeffrey F Williamson
Journal:  Med Phys       Date:  2015-06       Impact factor: 4.071

Review 7.  Task-based measures of image quality and their relation to radiation dose and patient risk.

Authors:  Harrison H Barrett; Kyle J Myers; Christoph Hoeschen; Matthew A Kupinski; Mark P Little
Journal:  Phys Med Biol       Date:  2015-01-07       Impact factor: 3.609

8.  Organ dose variability and trends in tomosynthesis and radiography.

Authors:  Jocelyn Hoye; Yakun Zhang; Greeshma Agasthya; Greg Sturgeon; Anuj Kapadia; W Paul Segars; Ehsan Samei
Journal:  J Med Imaging (Bellingham)       Date:  2017-08-01

9.  Automated, patient-specific estimation of regional imparted energy and dose from tube current modulated computed tomography exams across 13 protocols.

Authors:  Jeremiah Sanders; Xiaoyu Tian; William Paul Segars; John Boone; Ehsan Samei
Journal:  J Med Imaging (Bellingham)       Date:  2017-01-24

10.  PATIENT-SPECIFIC DOSE ESTIMATES IN DYNAMIC COMPUTED TOMOGRAPHY MYOCARDIAL PERFUSION EXAMINATION.

Authors:  V-M Sundell; M Kortesniemi; T Siiskonen; A Kosunen; S Rosendahl; L Büermann
Journal:  Radiat Prot Dosimetry       Date:  2021-01-15       Impact factor: 0.972

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