Medical Specialties Commons^™

Microstructural Alterations Of Major Thalamic Nuclei In The Chronic Pediatric Spinal Cord Injured Population, K. Kang, K. Fleming, A. Sathe, J. Muller, J. Harrop, D. Middleton, J. Heller, A. Sharan, F. Mohamed, L. Krisa, M. Alizadeh

Department of Radiology Faculty Papers

BACKGROUND: The brain undergoes reorganization following spinal cord injury (SCI), but little is known about how the thalamus is affected in pediatric SCIs.

PURPOSE: To characterize microstructural alterations in the thalamus after SCI with diffusion tensor imaging (DTI) metrics.

METHODS: 18 pediatric participants with chronic SCI (8-20 years) were stratified using the American Spinal Injury Association Impairment Scale (AIS) into groups: A, B, and C/D. DTI of the brain used a 3 T Siemens Verio MRI using the parameters: 20 directions, number of averages = 3, b = 1000 s/mm

DATA ANALYSIS: DTI metrics were acquired by superimposing the AAL3 …

Harmonization Of Multi-Site Diffusion Tensor Imaging Data For Cervical And Thoracic Spinal Cord At 1.5 T And 3 T Using Longitudinal Combat, Devon M. Middleton, Yutong Li, Andrew Chen, Russell Shinohara, Joshua Fisher, Laura Krisa, Mark Elliot, Scott H. Faro, John H. Woo, Adam E. Flanders, Feroze B. Mohamed

Department of Radiology Faculty Papers

MRI scanner hardware, field strengths, and sequence parameters are major variables in diffusion studies of the spinal cord. Reliability between scanners is not well known, particularly for the thoracic cord. DTI data was collected for the entire cervical and thoracic spinal cord in thirty healthy adult subjects with different MR vendors and field strengths. DTI metrics were extracted and averaged for all slices within each vertebral level. Metrics were examined for variability and then harmonized using longitudinal ComBat (longComBat). Four scanners were used: Siemens 3 T Prisma, Siemens 1.5 T Avanto, Philips 3 T Ingenia, Philips 1.5 T Achieva. Average …

Randomized Controlled Trial Of Mechanical Thrombectomy Vs Catheter-Directed Thrombolysis For Acute Hemodynamically Stable Pulmonary Embolism: Rationale And Design Of The Peerless Study, Carin F. Gonsalves, C Michael Gibson, Stefan Stortecky, Roger A Alvarez, Daren M Beam, James M Horowitz, Mitchell J Silver, Catalin Toma, John H Rundback, Stuart P Rosenberg, Craig D Markovitz, Thomas Tu, Wissam A Jaber

Department of Radiology Faculty Papers

BACKGROUND: The identification of hemodynamically stable pulmonary embolism (PE) patients who may benefit from advanced treatment beyond anticoagulation is unclear. However, when intervention is deemed necessary by the PE patient's care team, data to select the most advantageous interventional treatment option are lacking. Limiting factors include major bleeding risks with systemic and locally delivered thrombolytics and the overall lack of randomized controlled trial (RCT) data for interventional treatment strategies. Considering the expansion of the pulmonary embolism response team (PERT) model, corresponding rise in interventional treatment, and number of thrombolytic and nonthrombolytic catheter-directed devices coming to market, robust evidence is needed …

Opportunistic Detection Of Type 2 Diabetes Using Deep Learning From Frontal Chest Radiographs, Ayis Pyrros, Stephen M. Borstelmann, Ramana Mantravadi, Zachary Zaiman, Kaesha Thomas, Brandon Price, Eugene Greenstein, Nasir Siddiqui, Melinda Willis, Ihar Shulhan, John Hines-Shah, Jeanne M. Horowitz, Paul Nikolaidis, Matthew P. Lungren, Jorge Mario Rodríguez-Fernández, Judy Wawira Gichoya, Sanmi Koyejo, Adam E. Flanders, Nishith Khandwala, Amit Gupta, John W. Garrett, Joseph Paul Cohen, Brian T. Layden, Perry J. Pickhardt, William Galanter

Department of Radiology Faculty Papers

Deep learning (DL) models can harness electronic health records (EHRs) to predict diseases and extract radiologic findings for diagnosis. With ambulatory chest radiographs (CXRs) frequently ordered, we investigated detecting type 2 diabetes (T2D) by combining radiographic and EHR data using a DL model. Our model, developed from 271,065 CXRs and 160,244 patients, was tested on a prospective dataset of 9,943 CXRs. Here we show the model effectively detected T2D with a ROC AUC of 0.84 and a 16% prevalence. The algorithm flagged 1,381 cases (14%) as suspicious for T2D. External validation at a distinct institution yielded a ROC AUC of …

Impact Of Dual-Energy Computed Tomography (Dect) Postprocessing Protocols On Detection Of Monosodium Urate (Msu) Deposits In Foot Tendons Of Cadavers, Andrea Sabine Klauser, Sylvia Strobl, Christoph Schwabl, Christian Kremser, Werner Klotz, Violeta Vasilevska Nikodinovska, Hannes Stofferin, Yannick Scharll, Ethan Halpern

Department of Radiology Faculty Papers

Objective: To evaluate two different dual-energy computed tomography (DECT) post-processing protocols for the detection of MSU deposits in foot tendons of cadavers with verification by polarizing light microscopy as the gold standard. Material and Methods: A total of 40 embalmed cadavers (15 male; 25 female; median age, 82 years; mean, 80 years; range, 52–99; SD ± 10.9) underwent DECT to assess MSU deposits in foot tendons. Two postprocessing DECT protocols with different Hounsfield unit (HU) thresholds, 150/500 (=established) versus 120/500 (=modified). HU were applied to dual source acquisition with 80 kV for tube A and 140 kV for tube B. …

Development Of 5g-Based Remote Ultrasound Education: Current Status And Future Trends, Jiaojiao Ma, Xinying Jia, Guanghan Li, Dandan Guo, Xuehua Xi, Tongtong Zhou, Ji-Bin Liu, Bo Zhang

Department of Radiology Faculty Papers

The rapid advancement of 5G technology has opened new possibilities for remote ultrasound education, offering the potential to enhance training, real-time consultation, and quality control for primary ultrasound doctors. The 5G remote ultrasound education has the potential to revolutionize the way primary ultrasound doctors are trained and supported, ultimately leading to improved patient care and outcomes. By understanding the current status and development trends of this cutting-edge educational approach, the medical community can better prepare for and contribute to its ongoing evolution. Looking towards the future, the development trends in 5G remote ultrasound education are expected to revolve around continuous …

Diagnosis Of Oral Cancers By Targeting Vpac Receptors: Preliminary Report, Rajendra Nerli, Mahesh Kalloli, Shadab Rangrez, Shridhar C Ghagane, Kumar Vinchurkar, Shreya Chandra, Mathew L. Thakur

Department of Radiology Faculty Papers

Introduction: Oral cancer is a major health problem. The study of exfoliative cytology material helps in the differentiation of premalignant and malignant alterations of oral lesions. The objective of this study was to assess the feasibility of detecting oral cancer by targeting genomic VPAC (combined vasoactive intestinal peptide (VIP) and pituitary adenylate cyclase-activating peptide) receptors expressed on malignant oral cancer cells.

Patients & methods: All patients with suspected oral cavity cancers/lesions formed the study group. The samples from the oral cavity lesion or suspicious area were collected with a cytology brush. The harvested material was examined for malignant cells by …

Improved Tumor Control Following Radiosensitization With Ultrasound-Sensitive Oxygen Microbubbles And Tumor Mitochondrial Respiration Inhibitors In A Preclinical Model Of Head And Neck Cancer, Quezia Lacerda, Hebah Falatah, Ji-Bin Liu, Corinne Wessner, Brian Oeffinger, Ankit K. Rochani, Dennis B. Leeper, Flemming Forsberg, Joseph M. Curry, Gagan Kaushal, Scott W Keith, Patrick O'Kane, Margaret A Wheatley, John R. Eisenbrey

Department of Radiology Faculty Papers

Tumor hypoxia (oxygen deficiency) is a major contributor to radiotherapy resistance. Ultrasound-sensitive microbubbles containing oxygen have been explored as a mechanism for overcoming tumor hypoxia locally prior to radiotherapy. Previously, our group demonstrated the ability to encapsulate and deliver a pharmacological inhibitor of tumor mitochondrial respiration (lonidamine (LND)), which resulted in ultrasound-sensitive microbubbles loaded with O2 and LND providing prolonged oxygenation relative to oxygenated microbubbles alone. This follow-up study aimed to evaluate the therapeutic response to radiation following the administration of oxygen microbubbles combined with tumor mitochondrial respiration inhibitors in a head and neck squamous cell carcinoma (HNSCC) tumor model. …

Predictors And Characteristics Of Rib Fracture Following Sbrt For Lung Tumors, Michael P. Carducci, Baskaran Sundaram, Benjamin Greenberger, Maria Werner-Wasik, Gregory C. Kane

Department of Radiology Faculty Papers

Background: The utilization of stereotactic body radiation therapy (SBRT) is increasing for primary and secondary lung neoplasms. Despite encouraging results, SBRT is associated with an increased risk of osteoradionecrosis-induced rib fracture. We aimed to (1) evaluate potential clinical, demographic, and procedure-related risk factors for rib fractures and (2) describe the radiographic features of post-SBRT rib fractures.

Methods: We retrospectively identified 106 patients who received SBRT between 2015 and 2018 for a primary or metastatic lung tumor with at least 12 months of follow up. Exclusion criteria were incomplete records, previous ipsilateral thoracic radiation, or relevant prior trauma. Computed tomography (CT) …

Anatomy Versus Physiology: Is Breast Lymphatic Drainage To The Internal Thoracic (Internal Mammary) Lymphatic System Clinically Relevant?, Priscilla Machado, Ji-Bin Liu, Laurence Needleman, Christine Lee, Flemming Forsberg

Department of Radiology Faculty Papers

Approximately 15%−25% of breast lymphatic drainage passes through the internal thoracic (internal mammary) lymphatic system, draining the inner quadrants of the breast. This study aimed to use lymphosonography to identify sentinel lymph nodes (SLNs) in the axillary and internal thoracic lymphatic systems in patients with breast cancer. Seventy-nine patients received subcutaneous ultrasound contrast agent injections around the tumor. Lymphosonography was used to identify SLNs. In 14 of the 79 patients (17.7%), the tumor was located in the inner quadrant of the breast. Lymphosonography identified 217 SLNs in 79 patients, averaging 2.7 SLNs per patient. The 217 identified SLNs in the …

Microwave Ablation As A Primary Versus Secondary Treatment For Hepatocellular Carcinoma., Philip Lee, Ajay Makkena, Mohamed Tantawi, Felipe Velasquez-Botero, John R. Eisenbrey, Colette M. Shaw

Department of Radiology Faculty Papers

PURPOSE: The purpose of this study was to analyze and compare the outcomes of percutaneous microwave ablation (MWA) when used as a primary vs. secondary treatment for hepatocellular carcinoma (HCC).

METHODS: The clinical data of 192 patients with HCC treated with MWA between January 2012 and July 2021 were reviewed retrospectively, with 152 patients being treatment naïve (primary treatment) vs. 40 who had residual or recurrent disease following previous trans-arterial chemoembolization or trans-arterial radioembolization (secondary treatment). The primary outcomes were primary technical efficacy, 1- and 3-year local recurrence-free survival (RFS) and overall survival (OS), local recurrence rates, and adverse events. …

Endovascular Image-Guided Sampling Of Tumor-Draining Veins Provides An Enriched Source Of Oncological Biomarkers, Anobel Tamrazi, Srividya Sundaresan, Aishwarya Gulati, Frederick J. Tan, Vibhor Wadhwa, Bjarne R. Bartlett, Luis A. Diaz Jr.

Department of Radiology Faculty Papers

Introduction: Circulating tumor-derived biomarkers can potentially impact cancer management throughout the continuum of care. This small exploratory study aimed to assess the relative levels of such biomarkers in the tumor-draining vascular beds in patients with solid tumors compared to levels in their peripheral veins.

Methods: Using an endovascular image-guided approach, we obtained blood samples from peripheral veins and other vascular compartments–including the most proximal venous drainage from solid tumors–from a set of nine oncology patients with various primary and metastatic malignancies. We then interrogated these samples for a panel of oncological biomarkers, including circulating tumor cells (CTCs), exosome-derived microRNAs (miRNAs), …

Sentinel Lymph Node Identification Using Contrast Lymphosonography: A Systematic Review, Priscilla Machado, Ji-Bin Liu, Flemming Forsberg

Department of Radiology Faculty Papers

The sentinel lymph node (SLN) concept hypothesizes that metastatic cancer cells will spread through the lymphatic system to the SLN being the first one in the lymphatic chain to receive the metastatic cells, indicating that if the SLN is free of cancer cells the rest of the lymphatic chain is also without metastatic disease. Diagnostic ultrasound imaging (US) has been used to evaluate lymph nodes (LN) to determine level of suspicion and to guide LN biopsies. However, conventional US cannot be used for lymphatic mapping, which requires administration of a tracer. This has been changed with the use of contrast-enhanced …

Li-Rads: Looking Back, Looking Forward, Victoria Chernyak, Kathryn J Fowler, Richard K G Do, Aya Kamaya, Yuko Kono, An Tang, Donald G. Mitchell, Jeffrey Weinreb, Cynthia S Santillan, Claude B Sirlin

Department of Radiology Faculty Papers

Since its initial release in 2011, the Liver Imaging Reporting and Data System (LI-RADS) has evolved and expanded in scope. It started as a single algorithm for hepatocellular carcinoma (HCC) diagnosis with CT or MRI with extracellular contrast agents and has grown into a multialgorithm network covering all major liver imaging modalities and contexts of use. Furthermore, it has developed its own lexicon, report templates, and supplementary materials. This article highlights the major achievements of LI-RADS in the past 11 years, including adoption in clinical care and research across the globe, and complete unification of HCC diagnostic systems in the …

Cost-Effectiveness Of 10-Khz Spinal Cord Stimulation Therapy Compared With Conventional Medical Management Over The First 12 Months Of Therapy For Patients With Nonsurgical Back Pain: Randomized Controlled Trial, Naresh P Patel, Chengyuan Wu, Shivanand P Lad, Jessica Jameson, Peter Kosek, Dawood Sayed, Erik I Waldorff, Laura C Shum, Rose Province-Azalde, Leonardo Kapural

Department of Radiology Faculty Papers

Objective: This analysis evaluated if spinal cord stimulation (SCS) at 10 kHz plus conventional medical management (CMM) is cost-effective compared with CMM alone for the treatment of nonsurgical refractory back pain (NSRBP).

Methods: NSRBP subjects were randomized 1:1 into the 10-kHz SCS (n = 83) or CMM (n = 76) group. Outcomes assessed at 6 months included EQ-5D 5-level (EQ-5D-5L), medication usage, and healthcare utilization (HCU). There was an optional crossover at 6 months and follow-up to 12 months. The incremental cost-effectiveness ratio (ICER) was calculated with cost including all HCU and medications except for the initial device and implant …

Ultrasound Quantitative Assessment Of Ventral Finger Microvasculopathy In Systemic Sclerosis With Raynaud’S Phenomena: A Comparative Study, Kibo Nam, Fabian A Mendoza, Corinne Wessner, Tanya C Allawh, Flemming Forsberg

Department of Radiology Faculty Papers

Objective: To assess the finger vascularity of systemic sclerosis patients with Raynaud's phenomenon (RP-SSc) using various ultrasound techniques.

Methods: All fingers (except thumbs) of 18 RP-SSc patients and 18 controls were imaged at room temperature using four ultrasound vascular imaging techniques. The percent vascular area was quantified by counting blood flow pixels in a 25 mm2 square centred at the nail fold for the dorsal side and in 25 mm2 and 100 mm2 square from the fingertip for the ventral side. The mean vascular intensity was calculated from the corresponding areas for dorsal and ventral sides.

Results: The percent vascular …

Anxiety And Uterine Artery Doppler Flow In A Population Of Pregnant Women Of High Risk Down Syndrome Fetus: A Prospective Cohort Study, Mahboobeh Shirazi, Mehnoosh Torkzaban, Margan Ghaemi, Maryam Moshfeghi, Mahmood Shirazi, Maryam Emadzadeh, Lida Ahmadi, Zahra Khazaeipoor, Sara Mirzaeian

Department of Radiology Faculty Papers

Background: Fetal exposure to maternal anxiety is associated with low birth weight and maternal stress may be led to constriction of uterine arteries. This study compared the relation of anxiety and uterine artery doppler flow indices in pregnant women with the high and low-risk of Down syndrome.

Materials and methods: This prospective cohort study was conducted among pregnant women in the second trimester that were classified as having a high or low risk according to their prenatal aneuploidy screening outcome. The high risk group underwent amniocentesis. Anxiety was initially assessed using the Spielberger State-Anxiety Inventory (STAI) and uterine artery blood …

Contrast-Enhanced Ultrasound Li-Rads: A Pictorial Review, Osama Mahmoud, Ajay Makkena, Corinne E. Wessner, Ji-Bin Liu, John Eisenbrey, Andrej Lyshchik

Department of Radiology Faculty Papers

The American College of Radiology has implemented the Liver Imaging Reporting and Data System (LI-RADS) to help detect, interpret, and guide the management of suspected lesions on surveillance imaging for hepatocellular carcinoma (HCC) in patients with cirrhosis. The classification of indeterminate nodules with a grading algorithm can be used for multiple imaging modalities (US, CT, and MRI) and incorporates multiple imaging features to appropriately classify observations with different likelihood of being HCC. Contrast-enhanced ultrasound (CEUS) LI-RADS has been fully implemented since 2017. The aim of this pictorial article is to provide a comprehensive review of CEUS LI-RADS utilization, discuss its …