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Amini B, Murphy WA, Haygood TM, Kumar R, McEnery KW, Madewell JE, Mujtaba BM, Wei W, Costelloe CM. Gadolinium-based Contrast Agents Improve Detection of Recurrent Soft-Tissue Sarcoma at MRI. Radiol Imaging Cancer 2021; 2:e190046. [PMID: 33778705 DOI: 10.1148/rycan.2020190046] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2019] [Revised: 12/27/2019] [Accepted: 01/14/2020] [Indexed: 11/11/2022]
Abstract
Purpose To determine the diagnostic efficacy of gadolinium-based contrast agents for the detection of recurrent soft-tissue sarcoma compared with non-contrast-enhanced conventional MRI sequences. Materials and Methods A retrospective study of patients with soft-tissue sarcomas who were imaged from January 2009 to December 2014 was performed. MRI studies from 69 patients (mean age, 61 years ± 15 [standard deviation], 45 men) with recurrent soft-tissue sarcoma and 63 age-, sex-, and tumor-matched controls with positive findings (nonrecurrence) were presented to six musculoskeletal radiologists at a tertiary cancer center in three image groupings. Group 1 consisted of precontrast T1-weighted and fat-suppressed T2-weighted images (no contrast agent). Group 2 consisted of precontrast and postcontrast fat-saturated T1-weighted images. Group 3 consisted of precontrast and fat-saturated postcontrast T1- and fat-suppressed T2-weighted images. Images within these three groups contained either recurrent soft-tissue sarcomas or positive postoperative findings (nonsarcoma). The presentation order of the first two image sets was reversed for half the readers. The readers were asked to classify presence of tumor on a five-point scale. The average score from the readers was used as consensus score for each case, and a case was considered positive if the average score was less than 3. Receiver operating characteristic (ROC) analysis was performed using the average score for each image set. Results Assessment of the group 3 image set resulted in higher sensitivity (74%, 95% confidence interval [CI]: 62%, 83%) than the group 2 image set (64%, 95% CI: 51%, 75%), which was also more sensitive than the assessment of the group 1 images set (49%, 95% CI: 37%, 61%), with P = .02 for both. There was no significant difference in specificity between the three groups. The area under the ROC curve (AUC) for the assessment of group 1 was 0.78 (95% CI: 0.70, 0.86), which was significantly lower than that of group 2, 0.92 (95% CI: 0.87, 0.96) and group 3, 0.93 (95% CI: 0.88, 0.97), with P values of .0006 and < .0001, respectively. There was no difference between the AUCs of groups 2 and 3 (P = .58). Conclusion Gadolinium-based contrast agents improved diagnostic performance in detection of recurrent soft-tissue sarcoma. Addition of fat-saturated T2-weighted images provided modest improvement in sensitivity.Keywords: Efficacy Studies, MR-Contrast Agent, Oncology, Soft Tissues/Skin© RSNA, 2020.
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Affiliation(s)
- Behrang Amini
- Department of Diagnostic Radiology, The University of Texas M.D. Anderson Cancer Center, 1400 Pressler St, Unit 1475, Houston, TX 77030 (B.A., W.A.M., T.M.H., R.K., K.W.M., J.E.M., B.M.M., C.M.C.); and Department of Biostatistics, Taussig Cancer Institute, Cleveland, Ohio (W.W.)
| | - William A Murphy
- Department of Diagnostic Radiology, The University of Texas M.D. Anderson Cancer Center, 1400 Pressler St, Unit 1475, Houston, TX 77030 (B.A., W.A.M., T.M.H., R.K., K.W.M., J.E.M., B.M.M., C.M.C.); and Department of Biostatistics, Taussig Cancer Institute, Cleveland, Ohio (W.W.)
| | - Tamara Miner Haygood
- Department of Diagnostic Radiology, The University of Texas M.D. Anderson Cancer Center, 1400 Pressler St, Unit 1475, Houston, TX 77030 (B.A., W.A.M., T.M.H., R.K., K.W.M., J.E.M., B.M.M., C.M.C.); and Department of Biostatistics, Taussig Cancer Institute, Cleveland, Ohio (W.W.)
| | - Rajendra Kumar
- Department of Diagnostic Radiology, The University of Texas M.D. Anderson Cancer Center, 1400 Pressler St, Unit 1475, Houston, TX 77030 (B.A., W.A.M., T.M.H., R.K., K.W.M., J.E.M., B.M.M., C.M.C.); and Department of Biostatistics, Taussig Cancer Institute, Cleveland, Ohio (W.W.)
| | - Kevin W McEnery
- Department of Diagnostic Radiology, The University of Texas M.D. Anderson Cancer Center, 1400 Pressler St, Unit 1475, Houston, TX 77030 (B.A., W.A.M., T.M.H., R.K., K.W.M., J.E.M., B.M.M., C.M.C.); and Department of Biostatistics, Taussig Cancer Institute, Cleveland, Ohio (W.W.)
| | - John E Madewell
- Department of Diagnostic Radiology, The University of Texas M.D. Anderson Cancer Center, 1400 Pressler St, Unit 1475, Houston, TX 77030 (B.A., W.A.M., T.M.H., R.K., K.W.M., J.E.M., B.M.M., C.M.C.); and Department of Biostatistics, Taussig Cancer Institute, Cleveland, Ohio (W.W.)
| | - Bilal M Mujtaba
- Department of Diagnostic Radiology, The University of Texas M.D. Anderson Cancer Center, 1400 Pressler St, Unit 1475, Houston, TX 77030 (B.A., W.A.M., T.M.H., R.K., K.W.M., J.E.M., B.M.M., C.M.C.); and Department of Biostatistics, Taussig Cancer Institute, Cleveland, Ohio (W.W.)
| | - Wei Wei
- Department of Diagnostic Radiology, The University of Texas M.D. Anderson Cancer Center, 1400 Pressler St, Unit 1475, Houston, TX 77030 (B.A., W.A.M., T.M.H., R.K., K.W.M., J.E.M., B.M.M., C.M.C.); and Department of Biostatistics, Taussig Cancer Institute, Cleveland, Ohio (W.W.)
| | - Colleen M Costelloe
- Department of Diagnostic Radiology, The University of Texas M.D. Anderson Cancer Center, 1400 Pressler St, Unit 1475, Houston, TX 77030 (B.A., W.A.M., T.M.H., R.K., K.W.M., J.E.M., B.M.M., C.M.C.); and Department of Biostatistics, Taussig Cancer Institute, Cleveland, Ohio (W.W.)
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Al-Haddad CE, Sebaaly MG, Tutunji RN, Mehanna CJ, Saaybi SR, Khamis AM, Hourani RG. Optic Nerve Measurement on MRI in the Pediatric Population: Normative Values and Correlations. AJNR Am J Neuroradiol 2018; 39:369-374. [PMID: 29217740 DOI: 10.3174/ajnr.a5456] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2017] [Accepted: 09/13/2017] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE Few articles in the literature have looked at the diameter of the optic nerve on MR imaging, especially in children, in whom observations are subjective and no normative data exist. The aim of this study was to establish a data base for optic nerve diameter measurements on MR imaging in the pediatric population. MATERIALS AND METHODS This was a retrospective study on the MR imaging of pediatric subjects (younger than 18 years of age) at the Department of Diagnostic Radiology at the American University of Beirut Medical Center, Beirut, Lebanon. The optic nerve measurements were obtained by 3 raters on axial and coronal sections at 3 mm (retrobulbar) and 7 mm (intraorbital) posterior to the lamina cribrosa. RESULTS Of 211 scans of patients (422 optic nerves), 377 optic nerves were measured and included. Ninety-four patients were female (45%) and the median age at MR imaging was 8.6 years (interquartile range, 3.9-13.3 years). Optic nerves were divided into 5 age groups: 0-6 months (n = 18), 6 months-2 years (n = 44), 2-6 years (n = 86), 6-12 years (n = 120), and 12-18 years (n = 109). An increase in optic nerve diameter was observed with age, especially in the first 2 years of life. Measurements did not differ with eye laterality or sex. CONCLUSIONS We report normative values of optic nerve diameter measured on MR imaging in children from birth to 18 years of age. A rapid increase in optic nerve diameter was demonstrated during the first 2 years of life, followed by a slower increase. This was independent of sex or eye laterality.
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Affiliation(s)
- C E Al-Haddad
- From the Departments of Ophthalmology (C.E.A.-H., C.J.M.)
| | - M G Sebaaly
- Diagnostic Radiology (M.G.S., R.N.T., A.M.K., R.G.H.)
| | - R N Tutunji
- Diagnostic Radiology (M.G.S., R.N.T., A.M.K., R.G.H.)
| | - C J Mehanna
- From the Departments of Ophthalmology (C.E.A.-H., C.J.M.)
| | - S R Saaybi
- Pediatrics (S.R.S.), American University of Beirut Medical Center, Beirut, Lebanon
| | - A M Khamis
- Diagnostic Radiology (M.G.S., R.N.T., A.M.K., R.G.H.)
| | - R G Hourani
- Diagnostic Radiology (M.G.S., R.N.T., A.M.K., R.G.H.)
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Satya-Murti S, Lockhart JJ. Diagnosing Crime and Diagnosing Disease-II: Visual Pattern Perception and Diagnostic Accuracy. J Forensic Sci 2018; 63:1429-1434. [PMID: 29341129 DOI: 10.1111/1556-4029.13735] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2017] [Revised: 12/18/2017] [Accepted: 12/19/2017] [Indexed: 11/29/2022]
Abstract
Previously, we reviewed how general cognitive processes might be susceptible to bias across both forensic and clinical fields, and how interdisciplinary comparisons could reduce error. We discuss several examples of clinical tasks which are heavily dependent on visual processing, comparing them to eyewitness identification (EI). We review the "constructive" nature of visual processing, and how contextual factors influence both medical experts and witnesses in decision making and recall. Overall, studies suggest common cognitive factors uniting these visual tasks, in both their strengths and shortcomings. Recently forensic sciences have advocated reducing errors by identifying and controlling nonrelevant information. Such efforts could effectively assist medical diagnosis. We suggest potential remedies for cognitive bias in these tasks. These can generalize across the clinical and forensic domains, including controlling the sequencing of contextual factors. One solution is an agnostic primary reading before incorporation of a complete history and interpretation.
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Affiliation(s)
- Saty Satya-Murti
- Health Policy Consultant, 2534 Knightbridge Drive, Santa Maria, CA
| | - Joseph J Lockhart
- Forensic Services Division, California Department of State Hospitals, 1305 North "H" Street, #117, Lompoc, CA
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