1. The endocrine manifestations of adults with spinal muscular atrophyMatej Rakuša, Blaž Koritnik, Lea Leonardis, Katja Goričar, Tjaša Rudolf, Dejan Firbas, Žiga Snoj, Mojca Jensterle Sever, 2024, izvirni znanstveni članek Povzetek: Introduction/Aims Changes in body composition in patients with spinal muscular atrophy (SMA) can cause endocrine abnormalities that are insufficiently studied in adults. We aimed to assess the endocrine profile in a cohort of adults with SMA. Second, we compared body composition and endocrine profiles between nonambulatory and ambulatory patients and between different types of SMA. Methods The cross-sectional study included 29 SMA patients (18 [62.1%] males and 11 [37.9%] females) of median age 44 (IQR 30–51.5) years with type 2, 3, or 4. Body composition was measured by bioimpedance. Morning blood samples were drawn for glycated hemoglobin (HbA1c), lipid profile, testosterone, cortisol, and insulin-like growth factor-1 (IGF-1). Blood glucose, insulin, and beta-hydroxybutyrate (BHB) were measured during a 75 g oral glucose tolerance test. The homeostatic model assessment for insulin resistance index was calculated. Results In total, 75.9% of patients had increased fat mass (FM), with 51.7% having an increase despite normal body mass index. Ambulation was the most important discriminating factor of body composition. 93.1% of patients had metabolic abnormalities, including hyperglycemia, insulin resistance, and dyslipidemia. Increased BHB, a marker of ketosis, was present in more than a third of patients. Functional hypogonadism was present in half of male patients. Testosterone and IGF-1 negatively correlated with FM. Discussion Adult patients with SMA had abnormal body composition and highly prevalent metabolic disturbances that might increase cardiometabolic risk. Because treatments have modified the course of SMA, it is important to investigate whether these observations translate into clinically relevant outcomes. Ključne besede: spinal muscular atrophy, endocrine manifestations, adults Objavljeno v DiRROS: 15.06.2026; Ogledov: 27; Prenosov: 17
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2. How young radiologists use contrast media and manage adverse reactions : an international surveyDomenico Albano, Carmen Mallardi, Saif Afat, Paulo Moraes Agnollitto, Damiano Caruso, Roberto Cannella, Serena Carriero, Kalina Chupetlovska, Paola Clauser, Tommaso D’Angelo, Žiga Snoj, 2024, izvirni znanstveni članek Ključne besede: adverse drug reaction, contrast medium, education, safety, training Objavljeno v DiRROS: 10.06.2026; Ogledov: 70; Prenosov: 55
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3. Analysis-associated factors interfering with diffusion tensor indices of peripheral nervesLuka Pušnik, Lucija Lucie Laubry, Igor Serša, Armin Alibegović, Erika Cvetko, Žiga Snoj, Nejc Umek, 2024, izvirni znanstveni članek Povzetek: Diffusion tensor imaging (DTI) enables a non-invasive assessment of tissue architecture based on water diffusion. Advancements in technology have expanded the application of DTI from the central nervous system to the peripheral nervous system. High-resolution magnetic resonance imaging (MRI) systems have further enhanced the visualization of nerve compartments. This study investigates the influence of region of interest (ROI) selection on DTI indices in ex vivoperipheral nerves. Cadaveric median nerves (n=10) were harvested and immersed in fluorinated-carbon liquid, and 9-mm segments were independently scanned with a 9.4-T MRI system (scanning time 40 h). Diffusion-weighted signals were summed, and diffusion tensors were calculated for anatomical compartments using different delineation techniques. Following the initial scan, five samples were scanned for the second time using an identical protocol. The analysis showed that the inclusion of an inert background into the ROI significantly reduces fractional anisotropy (FA). Significant differences in diffusion tensors were observed between the initial and intermediate nerve portions, with FA and mean diffusivity (MD) differing by as much as 25.2% and 25.6%, respectively. Tracing the fascicles without the interfascicular epineurium exhibited an 8.8% lower FA compared to the delineations of the epineurium. Second MRI scans showed significant changes in diffusion tensors with higher eigenvalues D1-D3 and MD. In conclusion, the intermediate portions of the nerve demonstrated greater consistency in DTI indices and are therefore recommended for analysis over the initial portions. Using an inert liquid can minimize background effects, but the inherent diffusion properties of the tissue must be carefully considered. Prolonged scanning times can alter diffusion tensors, likely due to autolytic processes, underscoring the importance of consistent pre-scanning conditions and acquisition protocols. Additionally, maintaining consistency in delineations is paramount, regardless of whether the tracing method includes or excludes the interfascicular epineurium. Ključne besede: diffusion tensor imaging, fractional anisotropy, image analysis, perineural tissue, peripheral nerve Objavljeno v DiRROS: 09.06.2026; Ogledov: 72; Prenosov: 55
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4. 3D fascicular reconstruction of median and ulnar nerve : initial experience and comparison between high-resolution ultrasound and MR microscopyLuka Pušnik, Lisa Lechner, Igor Serša, Erika Cvetko, Philipp Haas, Suren Armeni Jengojan, Žiga Snoj, 2024, izvirni znanstveni članek Povzetek: Background: The complex anatomy of peripheral nerves has been traditionally investigated through histological microsections, with inherent limitations. We aimed to compare three-dimensional (3D) reconstructions of median and ulnar nerves acquired with tomographic high-resolution ultrasound (HRUS) and magnetic resonance microscopy (MRM) and assess their capacity to depict intraneural anatomy. Methods: Three fresh-frozen human upper extremity specimens were prepared for HRUS imaging by submersion in a water medium. The median and ulnar nerves were pierced with sutures to improve orientation during imaging. Peripheral nerve 3D HRUS scanning was performed on the mid-upper arm using a broadband linear probe (10–22 MHz) equipped with a tomographic 3D HRUS system. Following excision, nerves were cut into 16-mm segments and loaded into the MRM probe of a 9.4-T system (scanning time 27h). Fascicle and nerve counting was performed to estimate the nerve volume, fascicle volume, fascicle count, and number of interfascicular connections. HRUS reconstructions employed artificial intelligence-based algorithms, while MRM reconstructions were generated using an open-source imaging software 3D slicer. Results: Compared to MRM, 3D HRUS underestimated nerve volume by up to 22% and volume of all fascicles by up to 11%. Additionally, 3D HRUS depicted 6–60% fewer fascicles compared to MRM and visualized approximately half as many interfascicular connections. Conclusion: MRM demonstrated a more detailed fascicular depiction compared to 3D HRUS, with a greater capacity for visualizing smaller fascicles. While 3D HRUS reconstructions can offer supplementary data in peripheral nerve assessment, their limitations in depicting interfascicular connections and small fascicles within clusters necessitate cautious interpretation. Clinical relevance statement: Although 3D HRUS reconstructions can offer supplementary data in peripheral nerve assessment, even in intraoperative settings, their limitations in depicting interfascicular branches and small fascicles within clusters require cautious interpretation. Objavljeno v DiRROS: 08.06.2026; Ogledov: 57; Prenosov: 52
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5. Ultrasound speckle tracking method based on gradient optical flow to quantify small longitudinal displacement, shear and longitudinal strain in peripheral nervesŽiga Snoj, Gregor Omejec, Jaka Javh, Nejc Umek, 2025, izvirni znanstveni članek Povzetek: Objective: This study aimed to develop, validate and test the clinical feasibility of ultrasound (US) speckle tracking method based on gradient optical flow for quantifying small longitudinal displacements, shear and strain in peripheral nerves. Methods: The speckle tracking method was validated using seven thawed, fresh-frozen isolated cadaveric forearms. Longitudinal motion of the median nerve was captured using a high-frequency 22 MHz linear probe. An air bubble marker was inserted as a reference point for manual measurement comparison. The precision and accuracy of the method were assessed by comparing manual and automatic measurements. Clinical feasibility was tested on eight healthy subjects, measuring the longitudinal displacement of the median nerve during elbow extension and shoulder anteflexion. Results: The method demonstrated linearity, high precision and accuracy, particularly with a backtrace of five frames, reducing the displacement underestimation to 4%. In cadaveric models, the highest shear strain was observed at the nerve-tissue interfaces. In healthy subjects, the mean displacement of the median nerve was 3.3 ± 1.0 mm, with good inter-rater reliability (intraclass correlation coefficient = 0.87). Conclusion: The US speckle tracking method based on gradient optical flow effectively quantifies small longitudinal displacements and shear strain in peripheral nerves, with high precision and accuracy. However, the method could not detect longitudinal strain in nerves within the range of tested displacements. Future studies should investigate its applicability to smaller and deeper nerves and its usefulness in different pathological conditions. Ključne besede: gradient optical flow, high-resolution ultrasound, peripheral nerve displacement, shear strain quantification, speckle tracking Objavljeno v DiRROS: 20.04.2026; Ogledov: 160; Prenosov: 150
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6. Elbow motion induces greater median nerve excursion and lower shear strain than wrist or finger motion in healthy volunteersTjaša Tomažin, Gregor Omejec, Nejc Umek, Suren Armeni Jengojan, Roman Kamnik, Ana Mandeljc, Žiga Snoj, 2026, izvirni znanstveni članek Povzetek: Introduction/Aims: Previous ultrasound (US)-based assessments of median nerve (MN) displacement within the carpal tun-nel have shown inconsistent results due to methodological variability. Quantitative data on how different upper-limb movementsaffect MN displacement and shear strain at the wrist remain scarce. This study aimed to quantify MN longitudinal displacementand shear strain during finger, wrist, and elbow movements in healthy individuals to establish normative patterns of nerve glid-ing and deformation.Methods: Twenty healthy subjects (13 females; mean age: 31.9 years, range: 27–36 years) were prospectively recruited. US vid-eos captured MN motion during middle finger, wrist, and elbow movements. A custom robotic device ensured consistent wristmotion and forearm stability. Speckle-tracking software was used to analyze MN absolute longitudinal displacement, relativedisplacement to adjacent deep and superficial tissues, and normalized shear strain at both interfaces.Results: Elbow motion resulted in significantly greater MN absolute displacement (3.8 ± 1.2 mm) and displacement relative todeep tissue (3.6 ± 1.2 mm), compared to finger or wrist motion. No significant differences were observed in MN displacementrelative to superficial tissue across motions. Normalized shear strain at the deep interface was lowest during elbow motion(41.8 ± 16.6 mm−1). Significant differences were found for wrist-to-elbow and finger-to-elbow motions, but not for finger-to-wristmotions.Discussion: Presented findings highlight the importance of joint-specific contributions to MN motion and suggest that proximaljoint movements, such as at the elbow, may promote more effective nerve excursion while minimizing shear strain. This knowl-edge may help refine nerve current mobilization approaches. Ključne besede: dynamic ultrasound, longitudinal displacement, median nerve, shear strain, speckle tracking Objavljeno v DiRROS: 23.03.2026; Ogledov: 246; Prenosov: 193
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7. Injectate distribution patterns with the posterior infrazygomatic and transoral approaches to the pterygopalatine fossaAnže Jerman, Luka Pušnik, Erika Cvetko, Nejc Umek, Žiga Snoj, 2025, izvirni znanstveni članek Povzetek: Background: Injectate distribution patterns in the pterygopalatine fossa may differ based on the drug administration approach used. This study primarily aimed to assess and compare injectate distribution following the posterior infrazygomatic and transoral approaches. The secondary aim was to evaluate the safety of both approaches. Methods: Injectate distribution patterns were evaluated in 13 cadaveric head specimens. The vessels were perfused with a gelatin-based solution containing an iodinated contrast agent. The ultrasound-guided posterior infrazygomatic approach and transoral approach were performed on contralateral sides, and needle placement was confirmed using computed tomography (CT). A methylene blue and iodinated contrast agent solution was administered following successful needle placement. Injectate distribution and injuries were assessed via CT and anatomical dissection. Results: With the posterior infrazygomatic approach, methylene blue consistently stained the maxillary artery and nerve, sphenopalatine ganglion, and lateral pterygoid muscle, whereas with the transoral approach, it most frequently surrounded the maxillary artery and structures within the greater palatine canal. The iodinated contrast agent was distributed predominantly along the needle trajectories for both approaches. Injuries to the maxillary artery and facial nerve were documented following the posterior infrazygomatic approach, whereas an injury to the lateral pterygoid plate was observed following the transoral approach. Conclusions: With the posterior infrazygomatic approach, contrast agent encompassed the entire pterygopalatine fossa, whereas the transoral approach yielded a more localized distribution, primarily within the inferior portion and greater palatine canal. These differences in distribution patterns should guide the selection of the most appropriate approach based on the specific clinical indication. Ključne besede: ganglion, local anesthetics, maxillary artery, maxillary nerve, pterygopalatine fossa, sphenopalatine ganglion block Objavljeno v DiRROS: 23.03.2026; Ogledov: 228; Prenosov: 130
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8. Quantitative MRI Assessment of supraspinatus tendon remodeling following a single platelet-rich plasma injection using T2 mapping and relaxation time profilingKarlo Pintarić, Andrej Vovk, Vladka Salapura, Žiga Snoj, Jernej Vidmar, 2025, izvirni znanstveni članek Povzetek: Background: Quantitative magnetic resonance imaging (MRI) techniques such as T2 mapping may detect early tendon changes following biologic therapies. This study aimed to assess the structural remodeling of the supraspinatus tendon using mean T2 values and T2 distribution profiles after an ultrasound (US)-guided single platelet-rich plasma (PRP) injection. Methods: Twenty-six patients with symptomatic supraspinatus tendinopathy were divided into tendinosis (n = 9) and partial tear (n = 13) groups. T2 mapping and clinical evaluations (shoulder pain and disability index questionnaire (SPADI), Constant-Murley score) were conducted at baseline and 6 months post-PRP. Mean T2 values were measured in three tendon segments (lateral, middle, and medial), and T2 profiles were compared to asymptomatic controls. Results: Clinical outcomes showed significant improvement in both the tendinosis and partial tear groups at the 6-month follow-up. Although no significant changes were observed in the mean T2 relaxation times across tendon segments following PRP treatment, T2 distribution profiling revealed statistically significant alterations in both groups. In the tendinosis group, post-treatment T2 profiles approached those of the asymptomatic controls, suggesting structural remodeling consistent with tendon healing. Conclusions:T2 mapping is an effective tool for detecting tendon remodeling following PRP therapy. Structural improvements indicative of tissue healing were observed in cases of tendinosis, but not in partial tendon tears. These findings support the use of T2 mapping-particularly the T2 distribution profiling-as a quantitative biomarker for assessing treatment response to PRP. Ključne besede: T2 mapping, magnetic resonance imaging, supraspinatus tendon Objavljeno v DiRROS: 27.02.2026; Ogledov: 270; Prenosov: 175
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9. Sacroiliac joint involvement in psoriatic arthritis – MRI, radiographic and clinical findings in 581 European routine care patientsNora Vladimirova, Anna Enevold Fløistrup Hadsbjerg, Simon Lyngaa Krabbe, Adrian Ciurea, Kristyna Bubova, Monika Gregová, Michael J. Nissen, Burkhard Möller, Raphael Micheroli, Susanne Pedersen, Žiga Snoj, Karlo Pintarić, Žiga Rotar, 2025, izvirni znanstveni članek Povzetek: Background: Axial involvement in psoriatic arthritis (axPsA) is associated with more severe disease and increased pain, yet no consensus definition of axPsA exists. This study aims to describe the occurrence and characteristics of MRI and radiographic sacroiliac joint (SIJ) involvement in a European PsA cohort. Methods: Patients with a clinical diagnosis of PsA or of axial spondyloarthritis with psoriasis and available routine care SIJ MRIs were included from five European registries in the EuroSpA collaboration. SIJ MRIs and radiographs were centrally assessed for inflammatory and structural lesions, differential diagnoses, and globally evaluated for SpAindicative findings. Results: Among 581 PsA patients (mean age 45 years, 47% male), 31% exhibited SpA-indicative SIJ-MRI findings (MRI-axPsA). In MRI-axPsA patients, the most common lesions were bone marrow edema (BME) (69%), erosions (68%), and fat lesions (58%), generally present bilaterally. BME≥1 cm, inflammation in an erosion cavity, capsulitis, fat lesions≥1 cm, backfill, and ankylosis were observed almost exclusively in MRI-AxPsA patients. Differential diagnoses included osteitis condensans ilii (8%), probable strain-related BME (11%) and degenerative disease (16%). Among 259 patients with radiographs, 29% met the radiographic mNY criteria for ankylosing spondylitis and 38% had SpAindicative MRI findings. Male sex, HLA-B27 positivity, elevated CRP and history of inflammatory back pain (but not current back pain) were independently associated with MRI-detected axial involvement. Conclusion: In this large European cohort, one-third of routine care PsA patients had axial involvement, based on global SIJ MRI assessment. The study supports incorporating MRI into the future definition of axPsA to enable early identification. Ključne besede: axial psoriatic arthritis, axial spondyloarthritis, imaging, magnetic resonance imaging Objavljeno v DiRROS: 24.02.2026; Ogledov: 488; Prenosov: 227
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10. Image-guided injections for facet joint pain : evidence-based Delphi conjoined consensus paper from the European Society of Musculoskeletal Radiology and European Society of NeuroradiologyLuca Maria Sconfienza, Danoob Dalili, Miraude Adriaensen, Domenico Albano, Georgina Allen, Maria Pilar Aparisi Gomez, Žiga Snoj, 2025, izvirni znanstveni članek Povzetek: Objectives: To perform a Delphi-based consensus on published evidence on image-guided injections for facet joint pain (FJP) and provide clinical indications. Methods: We report the results of an evidence-based Delphi consensus of 38 experts from the European Society of Musculoskeletal Radiology and the European Society of Neuroradiology, who reviewed the published literature for evidence on image-guided injections for FJP. Experts drafted a list of statements and graded them according to the Oxford Centre for evidence-based medicine levels of evidence. Consensus was considered strong when ≥ 95% of experts agreed with the statement or broad when > 80% but < 95% agreed. The results of the consensus were used to write the paper. Results: Twenty statements on image-guided FJP treatment have been drafted. Eighteen statements received strong consensus, while two received broad consensus. Three statements reached the highest level of evidence, all of them regarding the lumbar spine. All radiological methods are used for image-guided injections for FJP, and regardless of the radiological method used, all show good safety and efficacy. Facet joint injections and medial branch blocks are used in all spinal regions to treat FJP, and both show similar clinical outcomes. Advanced technological solutions have been studied in the field of lumbar FJP; however, the level of evidence for these is low. Conclusion: Despite promising results reported by published papers on image-guided injections for FJP, there is still a lack of evidence on injection efficacy, appropriateness of imaging methods, and optimal medication. Ključne besede: spine, facet joints, interventional radiology, injection, Delphi process Objavljeno v DiRROS: 12.12.2025; Ogledov: 677; Prenosov: 296
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