Musculoskeletal Ultrasound Research Articles

The use of artificial intelligence in musculoskeletal ultrasound: a systematic review of the literature

PurposeTo systematically review the use of artificial intelligence (AI) in musculoskeletal (MSK) ultrasound (US) with an emphasis on AI algorithm categories and validation strategies.Material and MethodsAn electronic literature search was conducted for articles published up to January 2024. Inclusion criteria were the use of AI in MSK US, involvement of humans, English language, and ethics committee approval.ResultsOut of 269 identified papers, 16 studies published between 2020 and 2023 were included. The research was aimed at predicting diagnosis and/or segmentation in a total of 11 (69%) out of 16 studies. A total of 11 (69%) studies used deep learning (DL)-based algorithms, three (19%) studies employed conventional machine learning (ML)-based algorithms, and two (12%) studies employed both conventional ML- and DL-based algorithms. Six (38%) studies used cross-validation techniques with K-fold cross-validation being the most frequently employed (n = 4, 25%). Clinical validation with separate internal test datasets was reported in nine (56%) papers. No external clinical validation was reported.ConclusionAI is a topic of increasing interest in MSK US research. In future studies, attention should be paid to the use of validation strategies, particularly regarding independent clinical validation performed on external datasets.

High-resolution ultrasound approach to quadrangular joint in carpal boss: Everything musculoskeletal sonographer should know.

At the quadrangular joint (QAJ) of the carpus, a rare bony protuberance called carpal boss (CB) may occur. This bone abnormality may be due to osteophytes development or os styloideum. Symptomatic patients may complain pain, swelling, and restrictions in hand motion. These symptoms result from joint degenerative-inflammatory changes, development of ganglion cyst/bursitis, or tendons pathology. Correct diagnosis and appropriate management can be achieved through high-resolution ultrasonography (HR-US). The purpose of this review is to define the pathology spectrum around and within the QAJ in CB. The role of HR-US is highlighted and the standard technique for the QAJ assessment is described.

Muscle ultrasound: a reliable bedside tool for dietitians to monitor muscle mass

Objectives: Monitoring muscle mass (cross-sectional area [CSA]) and quality (echogenicity) using ultrasound may help optimise nutrition support in the critically ill. However, to date, ultrasound imaging has not been included in the undergraduate training of dietitians, who are mostly responsible for the nutrition care of critically ill patients. This study assessed the accuracy and reliability of bedside imaging performed by a dietitian trained according to standardised methodology, followed by blinded analyses. Methods: Two operators (a trainer and dietitian trainee) performed B-mode ultrasonography of the rectus femoris quadriceps muscle. For inter-rater accuracy, imaging was performed independently on 32 subjects by both operators, and for intra-rater reliability both obtained a second image on 15 subjects. A blinded assessor performed analyses (CSA and echogenicity) on all images. In a subset of 11 subjects, a musculoskeletal sonographer repeated all measurements. Inter- and intra-rater reliability were determined by calculating intraclass correlation coefficients (ICC), based on an absolute-agreement, 2-way mixed-effects model. An ICC > 0.75 was classified as good and > 0.90 as excellent. Results: Intra- (ICC = 0.9–0.94) and inter-rater (ICC = 0.85–0.95) reliability of the imaging performed was good to excellent. No statistically significant differences were found between the two operators (mean difference for CSA = 0.18 cm2, 95% CI = −0.38–0.03, p = 0.08; mean difference for echogenicity = 6.88, CI = −0.71–14.78, p = 0.07). Inter-rater reliability for image analyses was excellent (ICC = 0.97–1.0). Conclusion: Bedside ultrasound performed by a dietitian trained according to standardised methodology shows good to excellent reliability and reproducibility. Training dietitians to perform bedside ultrasound may help to monitor muscle mass and quality in the critically ill.

The use of diagnostic ultrasound by primary care physicians in Switzerland – a cross-sectional study

BackgroundDiagnostic ultrasound has become a bedside tool widely available to many primary care physicians (PCPs) in Europe. It is often used as point-of-care ultrasonography (POCUS) in this setting. In Switzerland, certain POCUS examinations are listed as learning objectives in existing ultrasound training programs (we defined these examinations as swissPOCUS = sPOCUS). Ultrasound performed by PCPs can lead to faster diagnostic workup and reduce referral to secondary care units. However, adequate training is crucial to guarantee high quality. To guide the development of ultrasound training programs for PCPs, this study explores the use of ultrasound in primary care in Switzerland.MethodsThis was a cross-sectional study. We invited PCPs from the Swiss practice-based research network “Sentinella” to collect data on the first 5 daily ultrasounds they ordered or performed themselves. Participating PCPs collected data for 3 months – divided into 4 groups to account for seasonal differences.ResultsOut of 188 PCPs invited, 81.9% provided data through an initial questionnaire. 46.8% provided data on 1616 ultrasounds. 56.5% of PCPs had access to ultrasound machines, while 29.8% had completed formal training. 77% of the reported ultrasounds were self-performed; 27% of the reported scans (35% of all self-performed scans) were performed by PCPs with incomplete or no formal training.The main areas of interest were the abdominal (57.9%) and the musculoskeletal (22%) region. 36.9% of reported examinations were sPOCUS exams. Among PCPs with access to US machines, the percentages of referred examinations were similar for sPOCUS (11.9%) and non-sPOCUS (11.3%) indications. However, some sPOCUS musculoskeletal ultrasounds were often referred (e.g. tendon/ligament/muscle injuries or cutaneous/subcutaneous tumour).ConclusionMost Swiss PCPs had access to ultrasound equipment and performed a majority of both sPOCUS and non-sPOCUS scans themselves, often without or with incomplete training. This reflects the fact that POCUS was only recently introduced in Switzerland. There is a need for easily accessible POCUS training programs aimed at PCPs in Switzerland.Training courses for PCPs should focus on abdominal and musculoskeletal ultrasound, because these were the most common sites for scans, and because some sPOCUS musculoskeletal examinations showed a particularly high percentage of referral.

The Utility of Musculoskeletal Ultrasound in Diagnosing Uncommon Talocrural Synovitis in an Amateur Weightlifting Athlete

The use of musculoskeletal ultrasound to assess sports-related injuries has been increasing worldwide. This case report focuses on an unusual form of synovitis of the talocrural joint in a 33-year-old male amateur weightlifter who presented to our sports medicine clinic with acute non-traumatic left ankle pain lasting for 2 days. He reported a recent change in his squatting technique and had no significant medical history other than a recent viral upper respiratory illness. Weight-bearing ankle X-rays were inconclusive, however, ultrasound evaluation revealed effusion in the talocrural joint upon assessment of the ankle’s anterior joint capsule. Additionally, the ultrasound examination helped rule out other common soft tissue ankle pathologies that can affect athletes. The athlete's symptoms resolved by day 5 with conservative measures, including weight bearing as tolerated, nonsteroidal anti-inflammatory drugs, and lymphatic drainage techniques. This report demonstrates the utility of musculoskeletal ultrasound in diagnosing an uncommon cause of ankle pain in athletes.

Assessment of Skin by High Frequency Musculoskeletal Ultrasound in Egyptian Patients with Systemic Sclerosis

Abstract Background Fibrotic involvement of the skin is a cardinal feature of systemic sclerosis (SSc). The extent of skin involvement is associated with internal organ involvement with severe disease course and poor prognosis. SSc skin involvement is characterized by three phases in temporal sequence: edematous, fibrotic, and atrophic. A palpation-based semi- quantitative score, the modified Rodnan skin score (mRSS) is widely used for the assessment of skin involvement. It is a quick, noninvasive clinical assessment that correlates with histological grading of skin fibrosis. However, it lacks the sensitivity to differentiate between clinically indistinguishable pathological phases such as inflammatory edema vs. established fibrosis. More objective approaches to measure skin involvement imaging have been developed in the past decades.In our study, we review the use of ultrasound for the assessment of early changes in skin thickness and echogenicity in patients with SSc, focusing. mainly on high frequency ultrasound. Aim of the Work to evaluate the role of high frequency ultrasound (HFUS) of skin in assessment of early changes in skin thickness and echogenicity in patients with SSc. Patients and Methods Our study is a cross-sectional, observational study involving homogenous groups consisting of 23 SSc patients and 21 healthy age and sex matched controls. Patients who fulfilled the 2013 ACR/EULAR Classification Criteria for SSc. Results DT was evaluated by both mRSS and HFUS at 5 skin areas in both patients and control. We found statistically significant difference between the two studied groups as regards in area 1 longitudinal (P = 0.017) and area 1 in transverse (P = 0.038), tendency to significance in area 2 (P = 0.054). Subclinical dermal involvement was detected by HFUS even in the skin areas in patients who had a normal local MRSS ( These areas were not planned to be assessed by high frequency ultrasound but added to the five areas to be assessed to evaluate for ultrasound detected subclinical involvement of skin in SSc patients ). In particular, DT was highly significantly greater in patients with area with Rodnan zero score at dorsum of hand than in healthy subjects (longitudinal and transverse) (P < 0.001, 0.005 ) respectively. Similar changes at the level of echogenicity occurred in determination of the stage of the disease, with increased skin thickness and decreased echogenicity occurring early and during skin disease activity due to edema; and decrease skin thickness and increased echogenicity occurring late with skin atrophy Conclusion that high frequency ultrasound is a useful tool in assessment of skin pathologic changes (even subclinical changes) in terms of thickness and echogenicity in patients with SSc both at disease onset and during follow up of response to therapy and disease stage. Moreover, it could be a useful screening tool with definite cutoff values at certain areas that differentiate normal from pathologic skin thickness.

Integrating musculoskeletal ultrasound as a shared decision-making tool in hemophilia care: observations from a 3-year study

BackgroundHemophilia significantly impacts joint health, necessitating innovative strategies for early detection and management of joint damage. ObjectivesThis study assessed the impact of incorporating musculoskeletal ultrasound (MSKUS) into shared decision-making processes on prophylaxis regimens for patients with hemophilia over a 3-year period. MethodsThe “Joint Damage Monitoring by Ultrasonography in Patients with Hemophilia in Japan” study was a long-term prospective observational study conducted at Ogikubo Hospital, Tokyo, Japan. It enrolled 174 participants with moderate-to-severe hemophilia A or B. Participants underwent 6 monthly MSKUS evaluations, generating 3582 images from 682 joints; the findings guided adjustments of prophylaxis. ResultsOver the 3-year period, 69.3% of participants adjusted their prophylaxis regimen at least once. Adherence, defined as the ratio of the prescribed to the actual frequency of prophylaxis administration as agreed upon by physicians and patients, was high at the beginning of the study, with an average of 91.6%, and remained high after 3 years at 94.7%. The HEAD-US scores for elbows, knees, and ankles significantly improved (all P < .0001). The spontaneous annual joint bleeding rate and Hemophilia Joint Health Scores also significantly improved (P = .001 and P = .004, respectively). Synovitis detection decreased from 12.9% to 1.6%, with the majority of identified synovitis being subclinical (11.7%) and not associated with bleeding events in the 6 months preceding detection. ConclusionIntegrating MSKUS into hemophilia care as a shared decision-making tool significantly facilitates the early detection of joint damage and supports personalized prophylaxis adjustments, markedly improving patient outcomes.

Unsupervised Feature Extraction From Raw Data for Gesture Recognition With Wearable Ultralow-Power Ultrasound.

Wearable ultrasound (US) is a novel sensing approach that shows promise in multiple application domains, and specifically in hand gesture recognition (HGR). In fact, US enables to collect information from deep musculoskeletal structures at high spatiotemporal resolution and high signal-to-noise ratio, making it a perfect candidate to complement surface electromyography for improved accuracy performance and on-the-edge classification. However, existing wearable solutions for US-based gesture recognition are not sufficiently low power for continuous, long-term operation. On top of that, practical hardware limitations of wearable US devices (limited power budget, reduced wireless throughput, and restricted computational power) set the need for the compressed size of models for feature extraction and classification. To overcome these limitations, this article presents a novel end-to-end approach for feature extraction from raw musculoskeletal US data suited for edge computing, coupled with an armband for HGR based on a truly wearable (12 cm2, 9 g), ultralow-power (ULP) (16 mW) US probe. The proposed approach uses a 1-D convolutional autoencoder (CAE) to compress raw US data by 20× while preserving the main amplitude features of the envelope signal. The latent features of the autoencoder are used to train an XGBoost classifier for HGR on datasets collected with a custom US armband, considering armband removal/repositioning in between sessions. Our approach achieves a classification accuracy of 96%. Furthermore, the proposed unsupervised feature extraction approach offers generalization capabilities for intersubject use, as demonstrated by testing the pretrained encoder on a different subject and conducting posttraining analysis, revealing that the operations performed by the encoder are subject-independent. The autoencoder is also quantized to 8-bit integers and deployed on a ULP wearable US probe along with the XGBoost classifier, allowing for a gesture recognition rate ≥ 25 Hz and leading to 21% lower power consumption [at 30 frames/s (FPS)] compared to the conventional approach (raw data transmission and remote processing).

Utilizing Diagnostic Musculoskeletal Ultrasound for Assessment of the Infraspinatus Muscle and Tendon: Implications for Rehabilitation Professionals

The rotator cuff, comprising the subscapularis, supraspinatus, infraspinatus, and teres minor muscles, plays a crucial role in stabilizing the glenohumeral joint by securing the head of the humerus within the glenoid cavity of the scapula. The tendinous insertions of these muscles generate tension within the capsule, enhancing joint stability during muscular activity. The rotator cuff is susceptible to damage from disease, injury, or trauma, which can result in tears or ruptures of one or more tendons. The evaluation of the infraspinatus muscle and tendon is vital for diagnosing and managing various shoulder pathologies. Accurate imaging to determine the specific muscle involvement and injury severity significantly impacts treatment decisions. Diagnostic musculoskeletal ultrasound (MSK-US) has emerged as a valuable tool for assessing the infraspinatus muscle and tendon, offering real-time, dynamic assessment capabilities essential for precise diagnosis and effective rehabilitation planning. This article reviews the utility and advantages of MSK-US in evaluating the infraspinatus muscle and tendon, emphasizing technique specifics, diagnostic accuracy, and comparative efficacy against other imaging modalities. It details a systematic approach to the ultrasound examination technique for the infraspinatus, including patient positioning and identification of common pathologies such as tears, tendinopathy, and calcifications. With recent advancements in transducer strength, image resolution, and operator training, ultrasound serves as an excellent alternative imaging modality for diagnosing rotator cuff tears. This article aims to equip rehabilitation professionals with a comprehensive understanding of MSK-US as a diagnostic tool for the infraspinatus, promoting more precise diagnosis, treatment planning and improved patient outcomes.

Prognosticating Return-To-Play Time Following a Hamstring Strain Injury Using Early Flexibility Asymmetry and Musculoskeletal Ultrasound Imaging Outcomes: An Exploratory Study Among Canadian University Football Players.

Identify key flexibility and point-of-care musculoskeletal ultrasound (POCUS) measures for prognosticating return-to-play (RTP) following a first hamstring strain injury (HSI) and informing the clinical decision-making process. Exploratory prospective cohort study. Sport medicine and rehabilitation clinic of a Canadian university. One hundred and sixty-seven elite Canadian university football athletes followed over 5 seasons. Clinical and POCUS measures collected within 7 days after HSI and preseason clinical measures. Active knee extension (AKE) and Straight Leg Raise (SLR) to quantify hamstring flexibility, POCUS-related outcomes to characterize tissue alteration, and RTP until full sport resumption were documented (categorized as Early [1-40 days] or Late [>40 days] RTP). A total of 19 and 14 athletes were included in the Early RTP (mean RTP = 28.84 ± 8.62 days) and Late RTP groups (mean 51.93 ± 10.54 days), respectively, after having been diagnosed with a first HSI. For the clinical results, height and a greater flexibility asymmetry measure with the AKE or SLR when compared with both ipsilateral preseason and acute contralateral values significantly increases the chance of facing a long delay before returning to play (ie, RTP). For the POCUS-related results, the Peetrons severity score, extent of the longitudinal fibrillary alteration, and novel score lead to similar results. Early hamstring flexibility asymmetry following acute HSI, particularly the AKE, along with some POCUS-related measures are valuable in prognosticating late RTP following among Canadian university football athletes.

Musculoskeletal ultrasound to evaluate the efficacy of acupuncture: a review.

Acupuncture is a typical example of Traditional Chinese Medicine and has been used in China for hundreds of years to treat a wide range of illnesses. However, in the clinic, issues and deficiencies were primarily seen in four areas: loss of accuracy in the operation process; difficulty understanding the depth of acupuncture; difficulty using reinforcing and reducing techniques; and lack of a clear dynamic effect of acupuncture points following acupuncture. Musculoskeletal ultrasonography may quantitatively evaluate the acupuncture location and display the distribution of small nerves near and within the fascia of the acupuncture point in real time. The subjects were asked how they felt about receiving Qi when the needle body reached different depths and different tissues. The Qi obtained from an acupuncture point and the connective tissue of the fascia can be further understood by combining the physiological response of the acupuncture point with the anatomical structure, which offers a new method for defining the nature of the acupuncture point and standardizing the acupuncture point.

Use of Diagnostic Musculoskeletal Ultrasound in the Evaluation of Piriformis Syndrome: A Review for Rehabilitation Providers.

Piriformis Syndrome (PS) is a neuromuscular condition caused by the entrapment of the sciatic nerve at the level of the piriformis muscle (PM) and can cause significant discomfort and disability. PS is often misdiagnosed due to its overlapping symptoms with other lumbar and sciatic issues and as such, diagnosing PS remains challenging despite recent invasive and non-invasive diagnostic methods. Diagnostic musculoskeletal ultrasound (MSK US) offers a non-invasive, cost-effective alternative for the identification and evaluation of PS, providing dynamic, real-time imaging of the PM and adjacent structures. This article reviews the applications, advantages, and procedural insights of MSK US in the diagnosis of PS, emphasizing its relevance in rehabilitation settings. We discuss the technical aspects of ultrasound use, interpretation of findings, and integration into clinical practice, aiming to enhance the diagnostic accuracy and therapeutic outcomes for patients with suspected PS.

Online vs in-person musculoskeletal ultrasound course: a cohort comparison study

BackgroundPoint-of-care musculoskeletal (MSK) ultrasound (US) courses are typically held in-person. The COVID-19 pandemic guidelines forced courses to switch to online delivery. To determine this impact, we conducted an observational cohort study, comparing homework completion and image quality between an Online and a historical In-person cohort.MethodsThe In-person (n = 27) and Online (n = 24) cohorts attended two learning sessions spaced six months apart. The course content was the same, while the process of delivery differed. As homework, participants submitted US images biweekly for up to five months after each session. Expert faculty provided written feedback to all participants, and two independent reviewers rated the image quality for a subset of participants in each group who had completed at least 70% of their homework (In-person, n = 9; Online, n = 9). Participants self-reported their satisfaction through post-course evaluation.Results63% of In-Person and 71% of Online cohort participants submitted their homework images. We observed no differences in the mean amount of homework images submitted for In-person (M = 37.3%, SD = 42.6%) and Online cohorts (M = 48.1%, SD = 38.8%; p > 0.05, Mann-Whitney U Test). At course end, the cohorts did not differ in overall image quality (p > 0.05, Wilcoxon Signed-rank Test). All participants reported high levels of satisfaction.ConclusionsA convenience sample of participants attending a basic MSK US course in-person and online did not differ statistically in homework completion, quality of submitted US images, or course satisfaction. We add to literature suggesting online learning remains a viable option post-pandemic.

Point-of-Care Musculoskeletal Ultrasound: Counterpoint-The Genie Is Out of the Bottle, What Do We Do Now?

Point-of-Care Musculoskeletal Ultrasound: Counterpoint-The Genie Is Out of the Bottle, What Do We Do Now?

Needs Assessment of Musculoskeletal Ultrasound Training in North American Pediatric Rheumatology Fellowship Programs.

Musculoskeletal ultrasound (MSUS) is widely used in adult rheumatology practice for diagnosis of arthritis and procedural guidance; however, it is not yet common practice in pediatric rheumatology. MSUS is advantageous to the pediatric population because it lacks radiation and eliminates need for sedation. This study aims to assess interest in, access to, and barriers to MSUS training in pediatric rheumatology fellowship programs in North America. A survey was developed by pediatric rheumatology providers with experience in medical and/or MSUS education and distributed via REDCap anonymously in March 2022 (Supplementary Material). Eligible participants included current and recently graduated (<1 year) pediatric rheumatology fellows at a North American program. Descriptive statistics and bivariate analyses using design-based Pearson chi-squared tests were performed. Overall response rate was 78% (88/113), and 75% reported some form of MSUS training during fellowship. Only 36% indicated their program had a formal MSUS curriculum. Of those with MSUS training, 23% reported adult-only MSUS education. Eighty-four percent felt MSUS would be beneficial to their career. Major barriers to MSUS training included lack of MSUS-trained faculty, lack of time, and lack of hands-on MSUS sessions. Those who had access to MSUS training were significantly more interested in MSUS than those without (P = 0.0036). This study demonstrates that North American pediatric rheumatology fellows have a strong interest in learning MSUS, but they face significant challenges in accessing MSUS training (lack of MSUS-trained faculty, time, and access to hands-on training). MSUS should be incorporated into fellowship curriculum; however, implementation remains a challenge.

The construction of canine distal limb models used in teaching sonography identification of vegetal foreign bodies.

Musculoskeletal ultrasonography is a useful tool to identify radiolucent vegetal foreign bodies (VFBs). However, limited ultrasound experience and unfamiliarity with the normal sonographic appearance of anatomical structures can decrease clinician confidence. This study aimed to design a reusable silicone model that can teach VFB identification within the canine distal limb. Four canine hindlimbs were used to design the silicone models, and 12 canine distal forelimbs were constructed. The model was constructed using cadaver bones, barley grass (Avena fatua) seeds, and silicone to mimic the anatomy of the canine distal limb with a grass seed VFB. Limbs were randomly grouped based on grass seed locations: (1) the interdigital webbing, (2) the palmar surface of the canine forelimb immediately proximal to the metacarpal pad, (3) the dorsal surface of the distal limb immediately proximal to the proximal phalange, or (4) no grass seed (control) placed. Each limb was systematically ultrasounded and compared with cadaver limbs and clinical VFB cases. A comparison of ultrasonographic images validated the construction, revealing that the simulation model replicates the anatomical and echotexture characteristics of the normal canine distal limb. Furthermore, these models also have a likeness to clinical canine distal limb VFB cases and can be utilized as a training tool.

Ultrasound definition of subacromial chronic "fibro-adhesive" bursitis and its treatment via ultrasound guided hydrodilation: a prospective pilot study.

The shoulder pain is one of the main causes that lead the patient to medical evaluation. Today, the ultrasound (US) represents an essential tool in the orthopaedical, rheumatological and rehabilitative setting to address the musculoskeletal causes of pain. Amongst the commonest causes of shoulder complains lay the frequent subacromial chronic bursitis (SACB). In this condition, the thickening of the bursal walls and subsequent fusion of the two synovial sheets leads to the reciprocal loss of bursal walls gliding under the subacromial space and consequently pain. This condition represents a common cause of shoulder pain and may be easily addressed by musculoskeletal sonographers. The purpose of this paper will be to describe the US appearance of SACB and to evaluate the efficacy of US-guided hydrodilation in its treatment. We included patients with painful shoulder attending our outpatient clinic for shoulder complains with the diagnosis of SACB with a bursal wall > 1.5 mm. A group was treated via US-guided hydrodilation, while the control group was treated via a classical blind approach using triamcinolone acetonide. Both groups underwent the same rehabilitation program following the injections. The shoulder functionality was assessed via qDASH questionnaire at baseline, days 3, 7, 14, 30, 60, and 90. A p <0.05 was considered significant. Both groups displayed a significant reduction of pain; nevertheless, in the group treated with US-hydrodilation, there was no need for re-treatment. The US-guided hydrodilation for SACB should be the preferred technique to detach bursal walls and improve patient symptoms, since it requires fewer invasive maneuvers.

Sonographic diagnosis of radiographically undetectable bennet fracture.

Intra-articular fractures of the base of the first metacarpal (Bennet fractures) are prone to dislocation and require surgical reduction and fixation to prevent secondary degenerative joint disease and chronic dysfunction. Therefore, a prompt diagnosis is necessary, mostly achieved by conventional roentgenograms. We report the case of a 62-year-old man in whom a Bennet fracture was highly suspected on ultrasound (US) examination realized after a fall. Standard radiographs, obtained after US to confirm the diagnosis, were interpreted as normal. A computed tomography was then performed showing a typical Bennet fracture. This case report demonstrates that a careful assessment of bones must be an integral part of any routine musculo-skeletal US examination, particularly in post-traumatic patients. US can detect bone fractures where radiograph is not discriminating.

Musculoskeletal ultrasound abnormalities in asymptomatic hyperuricemic patients: Association with cardiovascular risk factors

To assess the relation between musculoskeletal ultrasound (MSUS) abnormalities and cardiovascular risk factors in asymptomatic and symptomatic hyperuricemic patients. The study included 66 hyperuricemic patients. 33 were asymptomatic and 33 were symptomatic. The socio-demographic features, body mass index (BMI), blood pressure measurement and musculoskeletal examination were recorded. Serum uric acid (SUA), serum creatinine (s.Cr.), total cholesterol, high density lipoprotein (HDL) and triglycerides (TG) were measured and estimated glomerular filtration rate (e GFR) was calculated using chronic kidney disease-epidemiology collaboration (CKD-EPI). Cardiovascular risk was calculated using Systematic Coronary Risk Evaluation of the European Society of Cardiology (SCORE/ESC) and Atherosclerotic Cardiovascular Disease of American College of Cardiology (ASCVD/ACC). MSUS of the knees, ankles and 1st metatarsophalangeal joints (MTPs) was performed and specific gout signs (aggregates, double contour and tophi) were assessed. There was no association between MSUS abnormalities and either individual or overall cardiovascular risk factors except the negative correlation between the age and the high density lipoprotein (HDL) level and the positivity of the patients (presence of at least one of the specific gout sign "aggregates, double contour or tophi" in at least one out of the six assessed joints "both knees, ankles and 1st MTPs" among the symptomatic group. The association between MSUS abnormalities and cardiovascular risk factors in the hyperuricemic patients is not yet clear and further studies are needed to introduce it as a screening modality for these patients.

Comparing Peer-Taught Student Tutors to Faculty-Taught Student Tutors in Educating Medical Students on Musculoskeletal Ultrasound.

In recent years, medical education has witnessed a shift in the integration of ultrasound into the preclinical years of medical school. Given the exponential increase in accessibility to ultrasound technology, students now have the opportunity to create peer learning groups in which ultrasound concepts can be taught from peer to peer, empowering students to work together to integrate ultrasound concepts early in their preclinical education. This project investigates the efficacy of peer-taught student tutors (PTSTs) in imparting the fundamentals of basic ultrasound techniques to first-year medical students in the setting of identifying and labeling upper extremity musculoskeletal (MSK) anatomy. Methods: First-year medical students were instructed to identify volar forearm structures with an ultrasound probe. Students and instructors were given access to an ultrasound probe, ultrasound gel, an iPad, and a standardized patient. Students were taught either by an ultrasound instructor (UI) or PTST. After a hands-on demonstration by a UI or PTST, participating students were told to take screenshots and label their images as accurately as possible, identifying the aforementioned volar structures on a standardized patient without any feedback. The labeled screenshot images of volar structures were graded based on the ability to clearly visualize the intended structures. Results: The results of this study comparethe efficacy of PTSTs as educators of basic sonographic identification techniques with that of UI faculty members. A chi-square analysis was performed between the images obtained by the UI and PTST students, and there was no statistically significant difference in identification accuracy between the groups (p = 0.7538, 0.1977, 0.1812, 0.301). When using the Mann-Whitney U rank test, there remained no statistically significant difference between the accuracy of the students taught by STs compared to students taught by UIs (p = 0.7744, 0.09538, 0.07547, 0.1846). Another finding showed that students belonging to both teaching groups were generally not able to infer the pathology of volar wrist structures when given pathology identification questions regarding upper extremity ultrasound. Using chi-square with Yates correction, there is nosufficient evidence to justify an association between the ability to answer pathology-based ultrasound questions and instructor type (p = p = 0.6299, 0.8725). This study supports the interpretation that the capability of first-year medical students to learn novice MSKsonographic identification is independent of whether the educator is a PTST or UI. This interpretation reveals a promising avenue toward the integration of the fundamentals of ultrasound identification early in medical education with little to no concern for the exhaustion of institutional resources. Along with the other well-documented benefits of the utilization of STs in medical school, a peer tutoring system centered on ultrasound skills designed in the way this study describes can be an effective, resource-sparing system that enhances medical students' sonographic capabilities early in their preclinical years.