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1.
Eur Radiol ; 34(8): 5228-5238, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38244046

ABSTRACT

OBJECTIVE: To determine the inter-reader reliability and diagnostic performance of classification and severity scales of Neuropathy Score Reporting And Data System (NS-RADS) among readers of differing experience levels after limited teaching of the scoring system. METHODS: This is a multi-institutional, cross-sectional, retrospective study of MRI cases of proven peripheral neuropathy (PN) conditions. Thirty-two radiology readers with varying experience levels were recruited from different institutions. Each reader attended and received a structured presentation that described the NS-RADS classification system containing examples and reviewed published articles on this subject. The readers were then asked to perform NS-RADS scoring with recording of category, subcategory, and most likely diagnosis. Inter-reader agreements were evaluated by Conger's kappa and diagnostic accuracy was calculated for each reader as percent correct diagnosis. A linear mixed model was used to estimate and compare accuracy between trainees and attendings. RESULTS: Across all readers, agreement was good for NS-RADS category and moderate for subcategory. Inter-reader agreement of trainees was comparable to attendings (0.65 vs 0.65). Reader accuracy for attendings was 75% (95% CI 73%, 77%), slightly higher than for trainees (71% (69%, 72%), p = 0.0006) for nerves and comparable for muscles (attendings, 87.5% (95% CI 86.1-88.8%) and trainees, 86.6% (95% CI 85.2-87.9%), p = 0.4). NS-RADS accuracy was also higher than average accuracy for the most plausible diagnosis for attending radiologists at 67% (95% CI 63%, 71%) and for trainees at 65% (95% CI 60%, 69%) (p = 0.036). CONCLUSION: Non-expert radiologists interpreted PN conditions with good accuracy and moderate-to-good inter-reader reliability using the NS-RADS scoring system. CLINICAL RELEVANCE STATEMENT: The Neuropathy Score Reporting And Data System (NS-RADS) is an accurate and reliable MRI-based image scoring system for practical use for the diagnosis and grading of severity of peripheral neuromuscular disorders by both experienced and general radiologists. KEY POINTS: • The Neuropathy Score Reporting And Data System (NS-RADS) can be used effectively by non-expert radiologists to categorize peripheral neuropathy. • Across 32 different experience-level readers, the agreement was good for NS-RADS category and moderate for NS-RADS subcategory. • NS-RADS accuracy was higher than the average accuracy for the most plausible diagnosis for both attending radiologists and trainees (at 75%, 71% and 65%, 65%, respectively).


Subject(s)
Magnetic Resonance Imaging , Observer Variation , Peripheral Nervous System Diseases , Humans , Peripheral Nervous System Diseases/diagnostic imaging , Magnetic Resonance Imaging/methods , Cross-Sectional Studies , Retrospective Studies , Reproducibility of Results , Female , Male , Middle Aged , Adult , Aged , Severity of Illness Index , Radiologists , Clinical Competence , Radiology/education
2.
Skeletal Radiol ; 51(3): 513-524, 2022 Mar.
Article in English | MEDLINE | ID: mdl-34268590

ABSTRACT

Sarcopenia is defined as the loss of muscle mass, strength, and function. Increasing evidence shows that sarcopenia is common in patients with rheumatic disorders. Although sarcopenia can be diagnosed using bioelectrical impedance analysis or DXA, increasingly it is diagnosed using CT, MRI, and ultrasound. In rheumatic patients, CT and MRI allow "opportunistic" measurement of body composition, including surrogate markers of sarcopenia, from studies obtained during routine patient care. Recognition of sarcopenia is important in rheumatic patients because sarcopenia can be associated with disease progression and poor outcomes. This article reviews how opportunistic evaluation of sarcopenia in rheumatic patients can be accomplished and potentially contribute to improved patient care.


Subject(s)
Sarcopenia , Body Composition , Humans , Muscle, Skeletal/pathology , Radiologists , Rheumatologists , Sarcopenia/diagnostic imaging
3.
Clin Imaging ; 46: 1-7, 2017.
Article in English | MEDLINE | ID: mdl-28668723

ABSTRACT

PURPOSE: To investigate whether bevacizumab compromises early response assessment after Transarterial Chemoembolization (TACE) in patients with hepatocellular carcinoma by 3D quantitative European Association for the Study of the Liver (qEASL) criteria in comparison to other imaging-based criteria. MATERIALS AND METHODS: Each of 14 patients receiving TACE and bevacizumab was matched with two patients receiving TACE alone. Baseline and Follow-up MRI was retrospectively analyzed regarding qEASL and other imaging-based criteria. RESULTS: Percentage-based qEASL achieved significant separation in both therapy arms (p=0.046 and p=0.015). Response and Overall Survival showed similar association among treatment groups (p=0.749). CONCLUSIONS: Anti-angiogenic therapy with bevacizumab does not impede early response assessment by qEASL.


Subject(s)
Angiogenesis Inhibitors/therapeutic use , Bevacizumab/therapeutic use , Carcinoma, Hepatocellular/pathology , Chemoembolization, Therapeutic , Liver Neoplasms/pathology , Liver/pathology , Adult , Aged , Aged, 80 and over , Carcinoma, Hepatocellular/drug therapy , Carcinoma, Hepatocellular/therapy , Female , Humans , Liver Neoplasms/drug therapy , Liver Neoplasms/therapy , Magnetic Resonance Imaging/methods , Male , Middle Aged , Retrospective Studies , Treatment Outcome , Vascular Surgical Procedures
4.
Radiother Oncol ; 118(3): 430-6, 2016 Mar.
Article in English | MEDLINE | ID: mdl-26993414

ABSTRACT

PURPOSE: To investigate the relationship between abdominal chemoradiation (CRT) for locally advanced cancers and bone mineral density (BMD) reduction in the vertebral spine. MATERIALS AND METHODS: Data from 272 patients who underwent abdominal radiation therapy from January 1997 to May 2015 were retrospectively reviewed. Forty-two patients received computed tomography (CT) scans of the abdomen prior to initiation and at least twice after radiation therapy. Bone attenuation (in Hounsfield unit) (HU) measurements were collected for each vertebral level from T7 to L5 using sagittal CT images. Radiation point dose was obtained at each mid-vertebral body from the radiation treatment plan. Percent change in bone attenuation (Δ%HU) between baseline and post-radiation therapy were computed for each vertebral body. The Δ%HU was compared against radiation dose using Pearson's linear correlation. RESULTS: Abdominal radiotherapy caused significant reduction in vertebral BMD as measured by HU. Patients who received only chemotherapy did not show changes in their BMD in this study. The Δ%HU was significantly correlated with the radiation point dose to the vertebral body (R=-0.472, P<0.001) within 4-8 months following RT. The same relationship persisted in subsequent follow up scans 9 months following RT (R=-0.578, P<0.001). Based on the result of linear regression, 5 Gy, 15 Gy, 25 Gy, 35 Gy, and 45 Gy caused 21.7%, 31.1%, 40.5%, 49.9%, and 59.3% decrease in HU following RT, respectively. Our generalized linear model showed that pre-RT HU had a positive effect (ß=0.830) on determining post-RT HU, while number of months post RT (ß=-0.213) and radiation point dose (ß=-1.475) had a negative effect. A comparison of the predicted versus actual HU showed significant correlation (R=0.883, P<0.001) with the slope of the best linear fit=0.81. Our model's predicted HU were within ±20 HU of the actual value in 53% of cases, 70% of the predictions were within ±30 HU, 81% were within ±40 HU, and 90% were within ±50 HU of the actual post-RT HU. Four of 42 patients were found to have vertebral body compression fractures in the field of radiation. CONCLUSIONS: Patients who receive abdominal chemoradiation develop significant BMD loss in the thoracic and lumbar vertebrae. Treatment-related BMD loss may contribute to the development of vertebral compression fractures. A predictive model for post-CRT BMD changes may inform bone protective strategies in patients planned for abdominal CRT.


Subject(s)
Bone Demineralization, Pathologic/etiology , Bone Density/radiation effects , Digestive System Neoplasms/radiotherapy , Lumbar Vertebrae/radiation effects , Radiation Injuries/etiology , Thoracic Vertebrae/radiation effects , Adult , Aged , Antineoplastic Agents/therapeutic use , Chemoradiotherapy/adverse effects , Female , Fractures, Compression/etiology , Fractures, Spontaneous/etiology , Humans , Lumbar Vertebrae/injuries , Male , Middle Aged , Observer Variation , Retrospective Studies , Spinal Fractures/etiology , Thoracic Vertebrae/injuries , Tomography, X-Ray Computed/methods
5.
PLoS One ; 8(10): e76883, 2013.
Article in English | MEDLINE | ID: mdl-24204695

ABSTRACT

Wnt signaling is required for both the development and homeostasis of the skin, yet its contribution to skin wound repair remains controversial. By employing Axin2(LacZ/+) reporter mice we evaluated the spatial and temporal distribution patterns of Wnt responsive cells, and found that the pattern of Wnt responsiveness varies with the hair cycle, and correlates with wound healing potential. Using Axin2(LacZ/LacZ) mice and an ear wound model, we demonstrate that amplified Wnt signaling leads to improved healing. Utilizing a biochemical approach that mimics the amplified Wnt response of Axin2(LacZ/LacZ) mice, we show that topical application of liposomal Wnt3a to a non-healing wound enhances endogenous Wnt signaling, and results in better skin wound healing. Given the importance of Wnt signaling in the maintenance and repair of skin, liposomal Wnt3a may have widespread application in clinical practice.


Subject(s)
Ear, External/physiopathology , Skin/physiopathology , Wnt Signaling Pathway/physiology , Wound Healing/physiology , Animals , Axin Protein/genetics , Axin Protein/metabolism , Ear, External/injuries , Ear, External/metabolism , Epidermis/metabolism , Epidermis/physiopathology , Gene Expression , Hair Follicle/metabolism , Immunohistochemistry , Liposomes , Mice , Mice, Transgenic , Reverse Transcriptase Polymerase Chain Reaction , Skin/injuries , Skin/metabolism , Time Factors , Wnt Signaling Pathway/genetics , Wnt3A Protein/genetics , Wnt3A Protein/metabolism , Wound Healing/genetics , beta-Galactosidase/genetics , beta-Galactosidase/metabolism
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