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Scheepers MHMC, Al-Difaie ZJJ, Bouvy ND, Havekes B, Postma AA. Four-Dimensional Dual-Energy Computed Tomography-Derived Parameters and Their Correlation with Thyroid Gland Functional Status. Tomography 2025; 11:22. [PMID: 40137563 PMCID: PMC11946797 DOI: 10.3390/tomography11030022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2024] [Revised: 02/16/2025] [Accepted: 02/19/2025] [Indexed: 03/29/2025] Open
Abstract
PURPOSE Dual-energy computed tomography (DECT) allows for the measurement of iodine concentration, a component for the synthesis of thyroid hormones. DECT can create virtual non-contrast (VNC) images, potentially reducing radiation exposure. This study explores the correlations between thyroid function and iodine concentration, as well as the relationship between thyroid densities in true non-contrast (TNC) and virtual non-contrast (VNC) images and thyroid function. METHODS The study involved 87 patients undergoing 4D-CT imaging with single and dual-energy scans for diagnosing primary hyperparathyroidism. Thyroid densities and iodine concentrations were measured across all scanning phases. These measurements were correlated with thyroid function, indicated by TSH and FT4 levels. Differences in thyroid density between post-contrast phases and TNC phases (ΔHU) were analyzed for correlations with thyroid function and iodine concentrations. RESULTS Positive correlations between iodine concentrations and TSH were found, with Spearman's coefficients (R) of 0.414, 0.361, and 0.349 for non-contrast, arterial, and venous phases, respectively. Thyroid density on TNC showed significant positive correlations with TSH levels (R = 0.436), consistently across both single- (R = 0.435) and dual-energy (R = 0.422) scans. Thyroid densities on VNC images did not correlate with TSH or FT4. Differences in density between contrast and non-contrast scans (ΔHU) negatively correlated with TSH (p = 0.002). CONCLUSIONS DECT-derived iodine concentrations and thyroid densities in non-contrast CT scans demonstrated positive correlations with thyroid function, in contrast to thyroid densities on VNC scans. This indicates that VNC images are unsuitable for this purpose. Correlations between ΔHU and TSH suggest a potential link between the thyroid's structural properties to capture iodine and its hormonal function. This study underscores the potential value of (DE-) CT imaging for evaluating thyroid function as an additional benefit in head and neck scans.
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Affiliation(s)
- Max H. M. C. Scheepers
- GROW Research Institute for Oncology and Reproduction, Maastricht University, 6229 ER Maastricht, The Netherlands; (M.H.M.C.S.); (Z.J.J.A.-D.); (N.D.B.)
| | - Zaid J. J. Al-Difaie
- GROW Research Institute for Oncology and Reproduction, Maastricht University, 6229 ER Maastricht, The Netherlands; (M.H.M.C.S.); (Z.J.J.A.-D.); (N.D.B.)
| | - Nicole D. Bouvy
- GROW Research Institute for Oncology and Reproduction, Maastricht University, 6229 ER Maastricht, The Netherlands; (M.H.M.C.S.); (Z.J.J.A.-D.); (N.D.B.)
- Department of Surgery, Maastricht University Medical Center, 6229 HX Maastricht, The Netherlands
| | - Bas Havekes
- Department of Internal Medicine, Division of Endocrinology and Metabolic Disease, Maastricht University Medical Center, 6229 HX Maastricht, The Netherlands;
- NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University, 6229 HX Maastricht, The Netherlands
| | - Alida A. Postma
- Department of Radiology and Nuclear Medicine, Mental Health and Neurosciences Research Institute (MHENS), Maastricht University Medical Center, P.O. Box 5800, 6202 AZ Maastricht, The Netherlands
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Tunlayadechanont P, Sananmuang T. Dual-energy CT in head and neck applications. Neuroradiol J 2025:19714009251313507. [PMID: 39773001 PMCID: PMC11713968 DOI: 10.1177/19714009251313507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2025] Open
Abstract
Dual-energy CT (DECT), also known as spectral CT, has advanced diagnostic capabilities in head and neck pathologies beyond those of conventional single-energy CT (SECT). By having images at two distinct energy levels, DECT generates virtual monoenergetic images (VMIs), iodine maps, and quantitative features such as iodine concentration (IC) and spectral Hounsfield unit attenuation curves (SHUAC), which leads to enhancing tissue characterization, reducing artifacts, and differentiating head and neck pathologies. This review highlights DECT's applications in evaluating head and neck squamous cell carcinoma (SCC), thyroid cartilage invasion, cervical lymph node metastasis, radiation therapy planning, post-treatment assessment, and role in other head and neck conditions, such as infection and sialolithiasis. Additionally, it explores emerging applications of DECT in radiomics and artificial intelligence. The review also discusses about integrating DECT into clinical practice requires overcoming workflow challenges and ensuring radiologist proficiency with its diverse image reconstructions. As DECT technology evolves, its integration promises to further enhance the efficacy of managing head and neck pathologies.
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Affiliation(s)
- Padcha Tunlayadechanont
- Division of Neurological Radiology, Department of Diagnostic and Therapeutic Radiology, Ramathibodi Hospital, Mahidol University, Thailand
| | - Thiparom Sananmuang
- Division of Neurological Radiology, Department of Diagnostic and Therapeutic Radiology, Ramathibodi Hospital, Mahidol University, Thailand
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Al-Difaie Z, Scheepers MHMC, Bouvy ND, Engelen S, Havekes B, Postma AA. Can virtual non-contrast imaging replace true non-contrast imaging in multiphase scanning of the neck region? Acta Radiol Open 2023; 12:20584601231205159. [PMID: 37767056 PMCID: PMC10521284 DOI: 10.1177/20584601231205159] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Accepted: 09/18/2023] [Indexed: 09/29/2023] Open
Abstract
Background Dual-energy computed tomography (DECT) is an advanced imaging method that enables reconstruction of virtual non-contrast (VNC) images from a contrast-enhanced acquisition. This has the potential to reduce radiation exposure by eliminating the need for a true non-contrast (TNC) phase. Purpose The purpose is to evaluate the feasibility of VNC images in the neck region. Materials and methods A total of 100 patients underwent a DECT scan as part of diagnostic workup of primary hyperparathyroidism. VNC images were reconstructed from 30 s (arterial) and 50 s (venous) post-contrast scans. Regions of interest (ROIs) were placed in thyroid tissue, lymph node, carotid artery, jugular vein, fat, and sternocleidomastoid muscle. Mean densities of all anatomical structures were compared between VNC and TNC images. Results For all anatomical structures except the thyroid gland, the difference in mean density between TNC and VNC images was less than 15 HU. The mean difference in density between TNC and VNC images of the thyroid was 53.2 HU (95% CI 46.8; 59.6, p = <0.001). Conclusion This study demonstrated an acceptable agreement in density between true non-contrast and virtual non-contrast images for most anatomical structures in the neck region. Therefore, VNC images may have the potential to replace TNC images in the neck. However, due to significant differences in CT density of thyroid tissue, true non-contrast imaging cannot be directly substituted by virtual non-contrast imaging when examining the thyroid and its surrounding tissue.
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Affiliation(s)
- Zaid Al-Difaie
- GROW School for Oncology and Developmental Biology, Maastricht University, Maastricht, The Netherlands
| | - Max HMC Scheepers
- GROW School for Oncology and Developmental Biology, Maastricht University, Maastricht, The Netherlands
| | - Nicole D Bouvy
- Department of Surgery, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Sanne Engelen
- Department of Surgery, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Bas Havekes
- Division of Endocrinology and Metabolic Disease, Department of Internal Medicine, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Alida A Postma
- Department of Radiology and Nuclear Medicine, School for Mental Health and Neuroscience, Neuroradiology, Maastricht University Medical Center, Maastricht, The Netherlands
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Maraia D, Hemmerdinger S, Chiarolanzio P, Mehta H, Ali S, Gomes W, Schefflein J, High M, Gulko E. Dual-layer spectral CT virtual-non-contrast images aid in parathyroid adenoma analysis and radiation dose reduction: confirmation of findings from dual-energy CT. Clin Imaging 2022; 84:113-117. [DOI: 10.1016/j.clinimag.2022.01.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Revised: 12/20/2021] [Accepted: 01/20/2022] [Indexed: 11/28/2022]
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Bunch PM, Pavlina AA, Lipford ME, Sachs JR. Dual-Energy Parathyroid 4D-CT: Improved Discrimination of Parathyroid Lesions from Thyroid Tissue Using Noncontrast 40-keV Virtual Monoenergetic Images. AJNR Am J Neuroradiol 2021; 42:2001-2008. [PMID: 34475194 DOI: 10.3174/ajnr.a7265] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2021] [Accepted: 06/08/2021] [Indexed: 12/17/2022]
Abstract
BACKGROUND AND PURPOSE In parathyroid CT, a noncontrast phase aids discrimination of parathyroid lesions (not iodine-containing) from thyroid tissue (iodine-containing). When thyroid iodine is pathologically diminished, this differentiation is difficult with standard CT. Because the attenuation of an element is maximal near its K-edge (iodine = 33.2 keV), we hypothesized that dual-energy CT 40-keV virtual monoenergetic images will accentuate thyroid iodine relative to standard images, improving the differentiation of thyroid from parathyroid lesions. Our purpose was to test this hypothesis through quantitative assessment of Hounsfield unit attenuation and contrast-to-noise on dual-energy CT standard (70-keV) and 40-keV noncontrast images. MATERIALS AND METHODS For this retrospective study including 20 dual-energy parathyroid CTs, we used an ROI-based analysis to assess the attenuation of thyroid tissue, parathyroid lesions, and sternocleidomastoid muscle as well as corresponding contrast-to-noise on standard and 40- keV noncontrast images. Wilcoxon signed rank tests were performed to compare differences between 70 and 40 keV. RESULTS Absolute and percentage increases in attenuation at 40 keV were significantly greater for thyroid gland than for parathyroid lesions and sternocleidomastoid muscle (P < .001 for all). Significant increases in the contrast-to-noise of thyroid relative to parathyroid lesions (median increase, 0.8; P < .001) and relative to sternocleidomastoid muscle (median increase, 1.3; P < .001) were observed at 40 keV relative to 70 keV. CONCLUSIONS Forty-kiloelectron volt virtual monoenergetic images facilitate discrimination of parathyroid lesions from thyroid tissue by significantly increasing thyroid attenuation and associated contrast-to-noise. These findings are particularly relevant for parathyroid lesions that exhibit isoattenuation to the thyroid on parathyroid CT arterial and venous phases and could, therefore, be missed without the noncontrast phase.
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Affiliation(s)
- P M Bunch
- From the Department of Radiology, Wake Forest School of Medicine, Winston Salem, North Carolina
| | - A A Pavlina
- From the Department of Radiology, Wake Forest School of Medicine, Winston Salem, North Carolina
| | - M E Lipford
- From the Department of Radiology, Wake Forest School of Medicine, Winston Salem, North Carolina
| | - J R Sachs
- From the Department of Radiology, Wake Forest School of Medicine, Winston Salem, North Carolina
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Raeymaeckers S, Tosi M, De Mey J. 4DCT Scanning Technique for Primary Hyperparathyroidism: A Scoping Review. Radiol Res Pract 2021; 2021:6614406. [PMID: 34094599 PMCID: PMC8163538 DOI: 10.1155/2021/6614406] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2021] [Revised: 04/11/2021] [Accepted: 05/13/2021] [Indexed: 12/27/2022] Open
Abstract
OBJECTIVE 4DCT for the detection of (an) enlarged parathyroid(s) is a commonly performed examination in the management of primary hyperparathyroidism. Protocols are often institution-specific; this review aims to summarize the different protocols and explore the reported sensitivity and specificity of different 4DCT protocols as well as the associated dose. MATERIALS AND METHODS A literature study was independently conducted by two radiologists from April 2020 until May 2020 using the Medical Literature Analysis and Retrieval System Online (MEDLINE) database. Articles were screened and assessed for eligibility. From eligible studies, data were extracted to summarize different parameters of the scanning protocol and observed diagnostic attributes. RESULTS A total of 51 articles were included and 56 scanning protocols were identified. Most protocols use three (n = 25) or four different phases (n = 23). Almost all authors include noncontrast enhanced imaging and an arterial phase. Arterial images are usually obtained 25-30 s after administration of contrast, and less agreement exists concerning the timing of the venous phase(s). A mean contrast bolus of 100 mL is administered at 3-4 mL/s. Bolus tracking is not often used (n = 3). A wide range of effective doses are reported, up to 28 mSv. A mean sensitivity of 81.5% and a mean specificity of 86% are reported. CONCLUSION Many different 4DCT scanning protocols for the detection of parathyroid adenomas exist in the literature. The number of phases does not appear to affect sensitivity or specificity. A triphasic approach, however, seems preferable, as three patterns of enhancement of parathyroid adenomas are described. Bolus tracking could help to reduce the variability of enhancement. Sensitivity and specificity also do not appear to be affected by other scan parameters like tube voltage or tube current. To keep the effective dose within limits, scanning at a lower fixed tube current seems preferable. Lowering tube voltage from 120 kV to 100 kV may yield similar image contrast but would also help lower the dose.
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Affiliation(s)
| | - Maurizio Tosi
- Universitair Ziekenhuis Brussel, Laarbeeklaan 101, Jette 1090, Belgium
| | - Johan De Mey
- Universitair Ziekenhuis Brussel, Laarbeeklaan 101, Jette 1090, Belgium
- Radiology, Vrije Universiteit Brussel, Laarbeeklaan 103, Jette 1090, Belgium
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Diagnostic Role of Four-Dimensional Computed Tomography for Preoperative Parathyroid Localization in Patients with Primary Hyperparathyroidism: A Systematic Review and Meta-Analysis. Diagnostics (Basel) 2021; 11:diagnostics11040664. [PMID: 33917261 PMCID: PMC8068020 DOI: 10.3390/diagnostics11040664] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Revised: 03/31/2021] [Accepted: 04/03/2021] [Indexed: 11/22/2022] Open
Abstract
We sought to systematically evaluate diagnostic performance of four-dimensional computed tomography (4D-CT) in the localization of hyperfunctioning parathyroid glands (HPGs) in patients with primary hyperparathyroidism (pHPT). We calculated the pooled sensitivity, specificity, positive likelihood ratio (PLR), negative likelihood ratio (NLR), and diagnostic odds ratios (DOR) of 4D-CT on a per-lesion level, as well as pooled sensitivity and positive predictive value (PPV) on a per-patient level with 95% confidence intervals (CIs). Additionally, we plotted summary receiver operating characteristic (SROC) curves and evaluated the areas under the curves (AUC). A total of 16 studies were included in the analysis. Their pooled sensitivity, specificity, PLR, NLR, and DOR of 4D-CT on per-lesion level were 75% (95%CI: 66–82%), 85% (95%CI: 50–97%), 4.9 (95%CI: 1.1–21.3), 0.30 (95%CI: 0.19–0.45), and 17 (95%CI: 3–100), respectively, with an AUC of 81% (95%CI: 77–84%). We also observed heterogeneity in sensitivity (I2 = 79%) and specificity (I2 = 94.7%), and obtained a pooled sensitivity of 81% (95%CI: 70–90%) with heterogeneity of 81.9% (p < 0.001) and PPV of 91% (95%CI: 82–98%) with heterogeneity of 80.8% (p < 0.001), based on a per-patient level. Overall, 4D-CT showed moderate sensitivity and specificity for preoperative localization of HPG(s) in patients with pHPT. The diagnostic performance may improve with 4D-CT’s promotion to first-line use on a lesion-based level, further research is needed to confirm the results.
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Detection of parathyroid adenomas with multiphase 4DCT: towards a true four-dimensional technique. BMC Med Imaging 2021; 21:64. [PMID: 33827463 PMCID: PMC8028189 DOI: 10.1186/s12880-021-00597-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Accepted: 03/29/2021] [Indexed: 12/15/2022] Open
Abstract
Background Four-dimensional computed tomography (4DCT) is a commonly performed examination in the management of primary hyperparathyroidism, combining three-dimensional imaging with enhancement over time as the fourth dimension. We propose a novel technique consisting of 16 different contrast phases instead of three or four different phases. The main aim of this study was to ascertain whether this protocol allows the detection of parathyroid adenomas within dose limits. Our secondary aim was to examine the enhancement of parathyroid lesions over time. Methods For this prospective study, we included 15 patients with primary hyperparathyroidism and a positive ultrasound prior to surgery. We performed 4DCT with 16 different phases: an unenhanced phase followed by 11 consecutive arterial phases and 4 venous phases. Continuous axial scanning centered on the thyroid was performed over a fixed 8 cm or 16 cm coverage volume after the start of contrast administration. Results In all patients, an enlarged parathyroid lesion was demonstrated, and the mean lesion size was 13.6 mm. The mean peak arterial enhancement for parathyroid lesions was 384 Hounsfield units (HU) compared to 333 HU for the normal thyroid. No significant difference could be found. The time to peak (TTP) was significantly earlier for parathyroid adenomas than for normal thyroid tissue: 30.8 s versus 32.3 s (p value 0.008). The mean slope of increase (MSI) of the enhancement curve was significantly steeper than that of normal thyroid tissue: 29.8% versus 22.2% (p value 0.012). The mean dose length product was 890.7 mGy cm with a calculated effective dose of 6.7 mSv. Conclusion Our 4DCT protocol may allow better visualization of the pattern of enhancement of parathyroid lesions, as enhancement over time curves can be drawn. In this way, wash-in and wash-out of contrast in suspected lesions can be readily demonstrated. Motion artifacts are less problematic as multiple phases are available. Exposure to our proposed 4DCT technique is comparable to that for classic helical 4DCT. Careful selection of parameters (lowering kV and SNR) can help to further reduce the dose.
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Diekhoff T, Scheel M, Kress W, Hamm B, Jahnke P. Dual-energy computed tomography of the neck-optimizing tube current settings and radiation dose using a 3D-printed patient phantom. Quant Imaging Med Surg 2021; 11:1144-1155. [PMID: 33816156 DOI: 10.21037/qims-20-854] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Background Dual-energy computed tomography (DECT) is increasingly used in studies and clinical practice. However, the best protocol is controversially discussed and whether it exhibits more radiation exposure compared to conventional protocols. Thus, the purpose of the study was to determine optimal tube current settings for DECT in a 3D-printed anthropomorphic phantom of the neck. Methods A 3D-printed iodinated ink based phantom of a contrast enhanced CT of the neck was imaged. Six dual-energy multi-detector computed tomography scans were performed with six different tube currents (80 kVp: 30-400 mAs; 135 kVp: 5-160 mAs). 120 virtual blended images (VBIs) and 66 virtual monochromatic images (VMIs) were reconstructed and 12 regions of interest (bilaterally: common carotid arteries, subcutaneous soft tissue, mandibular bone, sternocleidomastoid muscle, submandibular gland, and mid-image: vertebral body of C2 and pharyngeal space) in six consecutive slices resulting in 96 measurements per scan were performed. Hounsfield units and signal- and contrast-to-noise ratio were compared to single-energy computed tomography as standard of reference. Results VBIs overestimated the Hounsfield units (P<0.0001). Optimal dual-energy scanning parameters resulted in 120% (100 kVe: 51.2 vs. 61.7 and 65.2, for signal and contrast-to-noise ratio, respectively; 120 kVe: 60.8 vs. 72.1 vs. 128.3) of the radiation exposure with about 80% of the signal/contrast-to-noise ratio of the corresponding single-energy images. However, optimal weighting of tube currents for both voltages depended on the desired reconstruction. Conclusions Dual-energy protocols apply an estimated 120% of the single-energy radiation exposure and result in approximately 80% of the image quality. Tube current settings should be adapted to the desired information.
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Affiliation(s)
- Torsten Diekhoff
- Department of Radiology, Charité - Universitätsmedizin Berlin, Campus Mitte, Humboldt-Universität zu Berlin, Freie Universität Berlin, Berlin, Germany
| | - Michael Scheel
- Department of Radiology, Charité - Universitätsmedizin Berlin, Campus Mitte, Humboldt-Universität zu Berlin, Freie Universität Berlin, Berlin, Germany
| | - Wiebke Kress
- Department of Radiology, Charité - Universitätsmedizin Berlin, Campus Mitte, Humboldt-Universität zu Berlin, Freie Universität Berlin, Berlin, Germany
| | - Bernd Hamm
- Department of Radiology, Charité - Universitätsmedizin Berlin, Campus Mitte, Humboldt-Universität zu Berlin, Freie Universität Berlin, Berlin, Germany
| | - Paul Jahnke
- Department of Radiology, Charité - Universitätsmedizin Berlin, Campus Mitte, Humboldt-Universität zu Berlin, Freie Universität Berlin, Berlin, Germany.,Berlin Institute of Health (BIH), Anna-Louisa-Karsch-Str. 2, 10178 Berlin, Germany
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Sananmuang T, Agarwal M, Maleki F, Muthukrishnan N, Marquez JC, Chankowsky J, Forghani R. Dual Energy Computed Tomography in Head and Neck Imaging. Neuroimaging Clin N Am 2020; 30:311-323. [DOI: 10.1016/j.nic.2020.04.003] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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Bunch PM, Randolph GW, Brooks JA, George V, Cannon J, Kelly HR. Parathyroid 4D CT: What the Surgeon Wants to Know. Radiographics 2020; 40:1383-1394. [PMID: 32678698 DOI: 10.1148/rg.2020190190] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Parathyroid four-dimensional (4D) CT is an increasingly used and powerful tool for preoperative localization of abnormal parathyroid tissue in the setting of primary hyperparathyroidism. Accurate and precise localization of a single adenoma facilitates minimally invasive parathyroidectomy, and localization of multiglandular disease aids bilateral neck exploration. However, many radiologists find the interpretation of these examinations to be an intimidating challenge. The authors review parathyroid 4D CT findings of typical and atypical parathyroid lesions and provide illustrative examples. Relevant anatomy, embryology, and operative considerations with which the radiologist should be familiar to provide clinically useful image interpretations are also discussed. The most important 4D CT information to the surgeon includes the number, size, and specific location of candidate parathyroid lesions with respect to relevant surgical landmarks; the radiologist's opinion and confidence level regarding what each candidate lesion represents; and the presence or absence of ectopic or supernumerary parathyroid tissue, concurrent thyroid pathologic conditions, and arterial anomalies associated with a nonrecurrent laryngeal nerve. The authors provide the radiologist with an accessible and practical approach to performing and interpreting parathyroid 4D CT images, detail what the surgeon really wants to know from the radiologist and why, and provide an accompanying structured report outlining the key information to be addressed. By accurately reporting and concisely addressing the key information the surgeon desires from a parathyroid 4D CT examination, the radiologist substantially impacts patient care by enabling the surgeon to develop and execute the best possible operative plan for each patient. ©RSNA, 2020.
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Affiliation(s)
- Paul M Bunch
- From the Departments of Radiology (P.M.B.) and General Surgery (J.C.), Wake Forest School of Medicine, Medical Center Boulevard, Winston Salem, NC 27157; Departments of Otolaryngology (G.W.R.) and Radiology (H.R.K.), Massachusetts Eye and Ear, Harvard Medical School, Boston, Mass; Department of Otolaryngology Head and Neck Surgery, Boston Children's Hospital, Harvard Medical School, Boston, Mass (J.A.B.); West Virginia University School of Medicine, Morgantown, WVa (V.G.); and Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (H.R.K.)
| | - Gregory W Randolph
- From the Departments of Radiology (P.M.B.) and General Surgery (J.C.), Wake Forest School of Medicine, Medical Center Boulevard, Winston Salem, NC 27157; Departments of Otolaryngology (G.W.R.) and Radiology (H.R.K.), Massachusetts Eye and Ear, Harvard Medical School, Boston, Mass; Department of Otolaryngology Head and Neck Surgery, Boston Children's Hospital, Harvard Medical School, Boston, Mass (J.A.B.); West Virginia University School of Medicine, Morgantown, WVa (V.G.); and Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (H.R.K.)
| | - Jennifer A Brooks
- From the Departments of Radiology (P.M.B.) and General Surgery (J.C.), Wake Forest School of Medicine, Medical Center Boulevard, Winston Salem, NC 27157; Departments of Otolaryngology (G.W.R.) and Radiology (H.R.K.), Massachusetts Eye and Ear, Harvard Medical School, Boston, Mass; Department of Otolaryngology Head and Neck Surgery, Boston Children's Hospital, Harvard Medical School, Boston, Mass (J.A.B.); West Virginia University School of Medicine, Morgantown, WVa (V.G.); and Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (H.R.K.)
| | - Valerie George
- From the Departments of Radiology (P.M.B.) and General Surgery (J.C.), Wake Forest School of Medicine, Medical Center Boulevard, Winston Salem, NC 27157; Departments of Otolaryngology (G.W.R.) and Radiology (H.R.K.), Massachusetts Eye and Ear, Harvard Medical School, Boston, Mass; Department of Otolaryngology Head and Neck Surgery, Boston Children's Hospital, Harvard Medical School, Boston, Mass (J.A.B.); West Virginia University School of Medicine, Morgantown, WVa (V.G.); and Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (H.R.K.)
| | - Jennifer Cannon
- From the Departments of Radiology (P.M.B.) and General Surgery (J.C.), Wake Forest School of Medicine, Medical Center Boulevard, Winston Salem, NC 27157; Departments of Otolaryngology (G.W.R.) and Radiology (H.R.K.), Massachusetts Eye and Ear, Harvard Medical School, Boston, Mass; Department of Otolaryngology Head and Neck Surgery, Boston Children's Hospital, Harvard Medical School, Boston, Mass (J.A.B.); West Virginia University School of Medicine, Morgantown, WVa (V.G.); and Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (H.R.K.)
| | - Hillary R Kelly
- From the Departments of Radiology (P.M.B.) and General Surgery (J.C.), Wake Forest School of Medicine, Medical Center Boulevard, Winston Salem, NC 27157; Departments of Otolaryngology (G.W.R.) and Radiology (H.R.K.), Massachusetts Eye and Ear, Harvard Medical School, Boston, Mass; Department of Otolaryngology Head and Neck Surgery, Boston Children's Hospital, Harvard Medical School, Boston, Mass (J.A.B.); West Virginia University School of Medicine, Morgantown, WVa (V.G.); and Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (H.R.K.)
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Woisetschläger M, Gimm O, Johansson K, Wallin G, Albert-Garcia I, Spångeus A. Dual energy 4D-CT of parathyroid adenomas not clearly localized by sestamibi scintigraphy and ultrasonography – a retrospective study. Eur J Radiol 2020; 124:108821. [DOI: 10.1016/j.ejrad.2020.108821] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2019] [Revised: 12/17/2019] [Accepted: 12/30/2019] [Indexed: 02/06/2023]
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Hiebert J, Hague C, Hou S, Wiseman SM. Dual energy computed tomography should be a first line preoperative localization imaging test for primary hyperparathyroidism patients. Am J Surg 2018; 215:788-792. [DOI: 10.1016/j.amjsurg.2017.11.048] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2017] [Revised: 11/28/2017] [Accepted: 11/28/2017] [Indexed: 10/18/2022]
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Forghani R, De Man B, Gupta R. Dual-Energy Computed Tomography: Physical Principles, Approaches to Scanning, Usage, and Implementation: Part 2. Neuroimaging Clin N Am 2018; 27:385-400. [PMID: 28711200 DOI: 10.1016/j.nic.2017.03.003] [Citation(s) in RCA: 57] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
There are increasing applications and use of spectral computed tomography or dual-energy computed tomography (DECT) in neuroradiology and head and neck imaging in routine clinical practice. Part 1 of this 2-part review covered fundamental physical principles underlying DECT scanning and the different approaches for scanning. Part 2 focuses on important and practical considerations for implementing and using DECT in clinical practice, including a review of different images and reconstructions produced by these scanners and important and practical issues, ranging from image quality and radiation dose to workflow-related aspects of DECT scanning, that routinely come up during operationalization of DECT.
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Affiliation(s)
- Reza Forghani
- Department of Radiology, Segal Cancer Centre and Lady Davis Institute for Medical Research, Jewish General Hospital, McGill University, Room C-212.1, 3755 Cote Sainte-Catherine Road, Montreal, Quebec H3T 1E2, Canada.
| | - Bruno De Man
- GE Global Research, One Research Circle, KWC1300B, Niskayuna, NY 12309, USA
| | - Rajiv Gupta
- Department of Radiology, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114, USA
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Spectral multi-energy CT texture analysis with machine learning for tissue classification: an investigation using classification of benign parotid tumours as a testing paradigm. Eur Radiol 2018; 28:2604-2611. [PMID: 29294157 DOI: 10.1007/s00330-017-5214-0] [Citation(s) in RCA: 61] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2017] [Revised: 11/18/2017] [Accepted: 11/24/2017] [Indexed: 12/13/2022]
Abstract
OBJECTIVE There is a rich amount of quantitative information in spectral datasets generated from dual-energy CT (DECT). In this study, we compare the performance of texture analysis performed on multi-energy datasets to that of virtual monochromatic images (VMIs) at 65 keV only, using classification of the two most common benign parotid neoplasms as a testing paradigm. METHODS Forty-two patients with pathologically proven Warthin tumour (n = 25) or pleomorphic adenoma (n = 17) were evaluated. Texture analysis was performed on VMIs ranging from 40 to 140 keV in 5-keV increments (multi-energy analysis) or 65-keV VMIs only, which is typically considered equivalent to single-energy CT. Random forest (RF) models were constructed for outcome prediction using separate randomly selected training and testing sets or the entire patient set. RESULTS Using multi-energy texture analysis, tumour classification in the independent testing set had accuracy, sensitivity, specificity, positive predictive value, and negative predictive value of 92%, 86%, 100%, 100%, and 83%, compared to 75%, 57%, 100%, 100%, and 63%, respectively, for single-energy analysis. CONCLUSIONS Multi-energy texture analysis demonstrates superior performance compared to single-energy texture analysis of VMIs at 65 keV for classification of benign parotid tumours. KEY POINTS • We present and validate a paradigm for texture analysis of DECT scans. • Multi-energy dataset texture analysis is superior to single-energy dataset texture analysis. • DECT texture analysis has high accura\cy for diagnosis of benign parotid tumours. • DECT texture analysis with machine learning can enhance non-invasive diagnostic tumour evaluation.
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Applications of Dual-Energy Computed Tomography for the Evaluation of Head and Neck Squamous Cell Carcinoma. Neuroimaging Clin N Am 2017; 27:445-459. [DOI: 10.1016/j.nic.2017.04.001] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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Pérez-Lara A, Forghani R. Dual-Energy Computed Tomography of the Neck. Neuroimaging Clin N Am 2017; 27:499-522. [DOI: 10.1016/j.nic.2017.04.005] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
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Forghani R, Srinivasan A, Forghani B. Advanced Tissue Characterization and Texture Analysis Using Dual-Energy Computed Tomography: Horizons and Emerging Applications. Neuroimaging Clin N Am 2017; 27:533-546. [PMID: 28711211 DOI: 10.1016/j.nic.2017.04.007] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
In the last article of this issue, advanced analysis capabilities of DECT is reviewed, including spectral Hounsfield unit attenuation curves, virtual monochromatic images, material decomposition maps, tissue effective Z determination, and other advanced post-processing DECT tools, followed by different methods of analysis of the attenuation curves generated using DECT. The article concludes with exciting future horizons and potential applications, such as the use of the rich quantitative data in dual energy CT scans for texture or radiomic analysis and the use of machine learning methods for generation of prediction models using spectral data.
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Affiliation(s)
- Reza Forghani
- Department of Radiology, Segal Cancer Centre and Lady Davis Institute for Medical Research, Jewish General Hospital, McGill University, Room C-212.1, 3755 Cote Sainte-Catherine Road, Montreal, Quebec H3T 1E2, Canada.
| | - Ashok Srinivasan
- Division of Neuroradiology, Department of Radiology, University of Michigan Health System, 1500 East Medical Center Drive, Ann Arbor, MI 48109, USA
| | - Behzad Forghani
- Reza Forghani Medical Services Inc, Cote St-Luc, Quebec H3X 4A6, Canada
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Forghani R, Mukherji SK. Advanced dual-energy CT applications for the evaluation of the soft tissues of the neck. Clin Radiol 2017; 73:70-80. [PMID: 28476243 DOI: 10.1016/j.crad.2017.04.002] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2017] [Revised: 03/28/2017] [Accepted: 04/03/2017] [Indexed: 12/16/2022]
Abstract
There are multiple emerging advanced computed tomography (CT) applications for the evaluation of the neck, many based on dual-energy CT (DECT). DECT is an advanced form of CT in which scan acquisition is performed at two different energies, enabling spectral tissue characterisation beyond what is possible with conventional single-energy CT and potentially providing a new horizon for quantitative analysis and tissue characterisation, particularly in oncological imaging. The purpose of this review is to familiarise the reader with DECT principles and review different clinical applications for the evaluation of the soft tissues of the neck. The article will begin with an overview of DECT scan acquisition, material characterisation, reconstructions, and basic considerations for implementation in the clinical setting. This will then be followed by a review of different clinical applications. The focus will be on oncological imaging, but artefact reduction and other miscellaneous applications will also be discussed.
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Affiliation(s)
- R Forghani
- Department of Radiology, Jewish General Hospital & McGill University, 3755 Côte-Ste-Catherine Road, Montreal, Quebec, Canada, H3T 1E2; Segal Cancer Centre and Lady Davis Institute for Medical Research, Jewish General Hospital, 3755 Côte-Ste-Catherine Road, Montreal, Quebec, Canada, H3T 1E2.
| | - S K Mukherji
- Department of Radiology, Michigan State University, 846 Service Rd, East Lansing, Michigan 48824, USA
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Roele ED, Timmer VCML, Vaassen LAA, van Kroonenburgh AMJL, Postma AA. Dual-Energy CT in Head and Neck Imaging. CURRENT RADIOLOGY REPORTS 2017; 5:19. [PMID: 28435761 PMCID: PMC5371622 DOI: 10.1007/s40134-017-0213-0] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
PURPOSE OF REVIEW To explain the technique of Dual-energy CT (DECT) and highlight its applications and advantages in head and neck radiology. RECENT FINDINGS Using DECT, additional datasets can be created next to conventional images. In head and neck radiology, three material decomposition algorithms can be used for improved lesion detection and delineation of the tumor. Iodine concentration measurements can aid in differentiating malignant from nonmalignant lymph nodes and benign posttreatment changes from tumor recurrence. Virtual non-calcium images can be used for detection of bone marrow edema. Virtual mono-energetic imaging can be useful for improved iodine conspicuity at lower keV and for reduction of metallic artifacts and increase in signal-to-noise ratio at higher keV. SUMMARY DECT and its additional reconstructions can play an important role in head and neck cancer patients, from initial diagnosis and staging, to therapy planning, evaluation of treatment response and follow-up. Moreover, it can be helpful in imaging of infections and inflammation and parathyroid imaging as supplementary reconstructions can be obtained at lower or equal radiation dose compared with conventional single energy scanning.
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Affiliation(s)
- Elise D. Roele
- Department of Radiology, Maastricht University Medical Centre+, PO Box 5800, 6202 AZ Maastricht, The Netherlands
| | - Veronique C. M. L. Timmer
- Department of Cranio and Maxillofacial Surgery, Maastricht University Medical Centre+, PO Box 5800, 6202 AZ Maastricht, The Netherlands
| | - Lauretta A. A. Vaassen
- Department of Cranio and Maxillofacial Surgery, Maastricht University Medical Centre+, PO Box 5800, 6202 AZ Maastricht, The Netherlands
| | | | - A. A. Postma
- Department of Radiology, Maastricht University Medical Centre+, PO Box 5800, 6202 AZ Maastricht, The Netherlands
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