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1.
Eur Radiol ; 2024 Jul 10.
Article in English | MEDLINE | ID: mdl-38985184

ABSTRACT

OBJECTIVES: To compare the diagnostic performance of conventional non-contrast CT, dual-energy spectral CT, and chemical-shift MRI (CS-MRI) in discriminating lipid-poor adenomas (> 10-HU on non-contrast CT) from non-adenomas. METHODS: A total of 110 patients (69 men; 41 women; mean age 66.5 ± 13.4 years) with 80 lipid-poor adenomas and 30 non-adenomas who underwent non-contrast dual-layer spectral CT and CS-MRI were retrospectively identified. For each lesion, non-contrast attenuation on conventional 120-kVp images, ΔHU-index ([attenuation difference between virtual monoenergetic 140-keV and 40-keV images]/conventional attenuation × 100), and signal intensity index (SI-index) were quantified. Each parameter was compared between adenomas and non-adenomas using the Mann-Whitney U-test. The area under the receiver operating characteristic curve (AUC) and sensitivity to achieve > 95% specificity for adenoma diagnosis were determined. RESULTS: Conventional non-contrast attenuation was lower in adenomas than in non-adenomas (22.4 ± 8.6 HU vs 32.8 ± 48.5 HU), whereas ΔHU-index (148.0 ± 103.2 vs 19.4 ± 25.8) and SI-index (41.6 ± 19.6 vs 4.2 ± 10.2) were higher in adenomas (all, p < 0.001). ΔHU-index showed superior performance to conventional non-contrast attenuation (AUC: 0.919 [95% CI: 0.852-0.963] vs 0.791 [95% CI: 0.703-0.863]; sensitivity: 75.0% [60/80] vs 27.5% [22/80], both p < 0.001), and near equivalent to SI-index (AUC: 0.952 [95% CI: 0.894-0.984], sensitivity 85.0% [68/80], both p > 0.05). Both the ΔHU-index and SI-index provided a sensitivity of 96.0% (48/50) for hypoattenuating adenomas (≤ 25 HU). For hyperattenuating (> 25 HU) adenomas, SI-index showed higher sensitivity than ΔHU-index (66.7% [20/30] vs 40.0% [12/30], p = 0.022). CONCLUSIONS: Non-contrast spectral CT and CS-MRI outperformed conventional non-contrast CT in distinguishing lipid-poor adenomas from non-adenomas. While CS-MRI demonstrated superior sensitivity for adenomas measuring > 25 HU, non-contrast spectral CT provided high discriminative values for adenomas measuring ≤ 25 HU. CLINICAL RELEVANCE STATEMENT: Spectral attenuation analysis improves the diagnostic performance of non-contrast CT in discriminating lipid-poor adrenal adenomas, potentially serving as an alternative to CS-MRI and obviating the necessity for additional diagnostic workup in indeterminate adrenal incidentalomas, particularly for lesions measuring ≤ 25 HU. KEY POINTS: Incidental adrenal lesion detection has increased as abdominal CT use has become more frequent. Non-contrast spectral CT and CS-MRI differentiated lipid-poor adenomas from non-adenomas better than conventional non-contrast CT. For lesions measuring ≤ 25 HU, spectral CT may obviate the need for additional evaluation.

2.
Phys Eng Sci Med ; 47(3): 1001-1014, 2024 Sep.
Article in English | MEDLINE | ID: mdl-38884668

ABSTRACT

This study aimed to evaluate the impact of radiation dose and focal spot size on the image quality of super-resolution deep-learning reconstruction (SR-DLR) in comparison with iterative reconstruction (IR) and normal-resolution DLR (NR-DLR) algorithms for cardiac CT. Catphan-700 phantom was scanned on a 320-row scanner at six radiation doses (small and large focal spots at 1.4-4.3 and 5.8-8.8 mGy, respectively). Images were reconstructed using hybrid-IR, model-based-IR, NR-DLR, and SR-DLR algorithms. Noise properties were evaluated through plotting noise power spectrum (NPS). Spatial resolution was quantified with task-based transfer function (TTF); Polystyrene, Delrin, and Bone-50% inserts were used for low-, intermediate, and high-contrast spatial resolution. The detectability index (d') was calculated. Image noise, noise texture, edge sharpness of low- and intermediate-contrast objects, delineation of fine high-contrast objects, and overall quality of four reconstructions were visually ranked. Results indicated that among four reconstructions, SR-DLR yielded the lowest noise magnitude and NPS peak, as well as the highest average NPS frequency, TTF50%, d' values, and visual rank at each radiation dose. For all reconstructions, the intermediate- to high-contrast spatial resolution was maximized at 4.3 mGy, while the lowest noise magnitude and highest d' were attained at 8.8 mGy. SR-DLR at 4.3 mGy exhibited superior noise performance, intermediate- to high-contrast spatial resolution, d' values, and visual rank compared to the other reconstructions at 8.8 mGy. Therefore, SR-DLR may yield superior diagnostic image quality and facilitate radiation dose reduction compared to the other reconstructions, particularly when combined with small focal spot scanning.


Subject(s)
Deep Learning , Image Processing, Computer-Assisted , Phantoms, Imaging , Radiation Dosage , Tomography, X-Ray Computed , Humans , Heart/diagnostic imaging , Signal-To-Noise Ratio , Algorithms
3.
Abdom Radiol (NY) ; 49(5): 1626-1637, 2024 05.
Article in English | MEDLINE | ID: mdl-38456897

ABSTRACT

PURPOSE: To evaluate the diagnostic performance of multiphase hepatic CT parameters (non-contrast attenuation, absolute and relative washout ratios [APW and RPW, respectively], and relative enhancement ratio [RER]) and chemical-shift MRI (CS-MRI) for discriminating lipid-poor adrenal adenomas (with non-contrast CT attenuation > 10 HU) from metastases in patients with hepatocellular carcinoma (HCC). METHODS: This retrospective study included HCC patients with lipid-poor adrenal lesions who underwent multiphase hepatic CT between January 2010 and December 2021. For each adrenal lesion, non-contrast attenuation, APW, RPW, RER, and signal-intensity index (SI-index) were measured. Each parameter was compared between adenomas and metastases. The area under the receiver operating characteristic curves (AUCs) and sensitivities to achieve 100% specificity for adenoma diagnoses were determined. RESULTS: 104 HCC patients (78 men; mean age, 71.8 ± 9.6 years) with 63 adenomas and 48 metastases were identified; CS-MRI was performed in 66 patients with 49 adenomas and 21 metastases within one year of CT. Lipid-poor adenomas showed lower non-contrast attenuation (22.9 ± 7.1 vs. 37.9 ± 9.4 HU) and higher APW (40.5% ± 12.8% vs. 23.7% ± 17.4%), RPW (30.0% ± 10.2% vs. 12.4% ± 9.6%), RER (329% ± 152% vs. 111% ± 43.0%), and SI-index (43.3 ± 20.7 vs. 10.8 ± 13.4) than HCC metastases (all p < .001). AUC for non-contrast attenuation, APW, RPW, RER, and SI-index were 0.894, 0.786, 0.904, 0.969, and 0.902, respectively. The sensitivities to achieve 100% specificity were 7.9%, 25.4%, 30.2%, 63.5%, and 24.5%, respectively. Combined RER and APW achieved the highest sensitivity of 73.0%. CONCLUSION: Multiphase hepatic CT allows for better discrimination between lipid-poor adrenal adenomas and metastases relative to CS-MRI, especially when combined with RER and washout parameters.


Subject(s)
Adrenal Gland Neoplasms , Carcinoma, Hepatocellular , Liver Neoplasms , Magnetic Resonance Imaging , Sensitivity and Specificity , Tomography, X-Ray Computed , Humans , Liver Neoplasms/diagnostic imaging , Male , Female , Carcinoma, Hepatocellular/diagnostic imaging , Retrospective Studies , Aged , Magnetic Resonance Imaging/methods , Adrenal Gland Neoplasms/diagnostic imaging , Tomography, X-Ray Computed/methods , Diagnosis, Differential , Middle Aged , Adenoma/diagnostic imaging , Contrast Media
4.
Biol Pharm Bull ; 37(10): 1641-9, 2014.
Article in English | MEDLINE | ID: mdl-25273387

ABSTRACT

Chondroitin sulfate-glycyl-prednisolone conjugate (CS-GP) was previously demonstrated to exhibit superior anti-arthritic effects compared to prednisolone (PD) alone. In this study, CS-GP was examined for its pharmacokinetic features and tropism for inflammatory joints using rats with adjuvant-induced arthritis in order to identify the mechanism of the potential enhancement. After intravenous injection (2.5 mg PD eq./kg), CS-GP yielded an area under the curve (AUC) of the total (free+conjugated) drug much higher than that of PD alone. After intravenous administration at the same dose, the drug distribution to the hind paw inflammatory joints was investigated. For PD alone, the PD concentration was 1.2-1.7 µg/g at 1 h and fell to 0.12-0.14 µg/g at 24 h. In contrast, CS-GP maintained the total concentration in the range of 0.55-0.97 µg/g for 1-24 h, and maintained the free PD concentration at 0.06-0.16 µg/g for 1-24 h. Furthermore, at 24 h after intravenous administration (2.5 mg PD eq./kg), CS-GP exhibited a higher total drug concentration in arthritic rats than in healthy rats. These findings suggested that CS-GP may have the ability to target inflammatory joints. As the apparent molecular weight of CS-GP became greater in plasma, it might interact with blood components and cause high plasma retention and good tropism to the inflammatory sites. Enhancement of the anti-inflammatory potential of CS-GP was found to be due to good maintenance of drug levels in the inflamed area.


Subject(s)
Anti-Inflammatory Agents/administration & dosage , Arthritis, Experimental/drug therapy , Chondroitin Sulfates/administration & dosage , Drug Delivery Systems/methods , Hindlimb/drug effects , Prednisolone/administration & dosage , Animals , Anti-Inflammatory Agents/metabolism , Arthritis, Experimental/metabolism , Chondroitin Sulfates/metabolism , Female , Hindlimb/metabolism , Prednisolone/metabolism , Rats , Rats, Inbred Lew , Rats, Wistar
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