Delphi consensus recommendations on treatment for advanced-stage marginal zone lymphoma in South Korea.

Due to the lack of treatment guidelines for the management of advanced-stage marginal zone lymphoma (MZL), only one chemoimmunotherapy-cyclophosphamide, vincristine, and prednisone plus rituximab (R-CVP)-is reimbursed in the first-line setting in South Korea. The aim of this study was to develop a consensus-based recommendation for the treatment of patients with advanced-stage MZL. Twelve hematologist oncologists participated in a two-round Delphi process to identify consensus on the management of patients with advanced-stage MZL in South Korea. Physicians rated their level of agreement with each statement on a four-point Likert scale. Statements were divided into two sections: definitions used in clinical practice and clinical management of patients with advanced-stage MZL. Consensus was reached for 23 of 33 (69.7%) and 5 of 13 statements (38.5%) in rounds 1 and 2, respectively. There was strong consensus (91.7%) that advanced-stage MZL subtypes are defined according to the Lugano staging system. First-line systemic treatment should be prescribed for patients with symptomatic advanced-stage MZL. Although there was unanimous agreement that R-CVP is the standard first-line treatment for advanced-stage MZL, physicians also agreed that bendamustine with rituximab (BR) has greater efficacy than R-CVP as first-line treatment (91.7%). For the treatment of relapsed/refractory advanced-stage MZL, BR and R-CVP can be repeated in patients with short (< 24 months) and long remission periods (≥ 24 months), respectively. This study provides insights on the management of patients with advanced-stage MZL in South Korea. This may enhance clinical decision-making, thus improving patient outcomes.

Optimizing central venous access devices insertion in thrombocytopenic patients: Balancing efficacy and safety.

INTRODUCTION: Recently, the rising incidence of trauma, cancer, and critical illnesses has led to a growing necessity for Central Venous Access Devices (CVADs). Inserting CVADs in thrombocytopenic patients is still challenging. This study tries to shed light on the safety and associated risks of CVADs insertion in this high-risk group, with the ultimate goal of informing clinical practice and aiding in decision-making processes. METHODS: This study was conducted as prospective cohort study from September 2020 to September 2023 in Mazandaran University of Medical Sciences, Iran. Individuals aged 18-80 years with a platelet count of less than 50,000/dL included and those designated for subcutaneous port procedures or on anticoagulant and antiplatelet therapy, excluded. Ultrasound-guided CVAD insertion using the Seldinger technique and SIC/FIC strategies performed for participants. Incidence of hemorrhagic complications post-CVAD insertion, requirement for blood product transfusions to amend platelet counts, frequency of non-bleeding complications, and complications related to blood product transfusions monitored. RESULTS: The study comprised 137 participants, 54% of whom were men, with an average age of 46.90 ± 15.70 years. No significant correlation was found between the site of CVAD placement (jugular vs femoral) and the incidence of major or minor bleeding. Femoral catheters were associated with a higher rate of infection. No complications related to transfusion of blood products or mortality seen, indicating that CVAD implantation can be safely performed in patients with thrombocytopenia or coagulation disorders. CONCLUSION: CVAD insertion in thrombocytopenic patients, even with platelet counts below 10 × 109/L, is safe and associated with minimal complications when performed under ultrasound guidance by experienced surgeons. This finding supports the use of a lower platelet count threshold for CVAD insertion than currently recommended in guidelines, potentially reducing the need for platelet transfusions prior to CVAD placement.

Prison healthcare service use and associated factors: a cross sectional study in Northwestern Ethiopia.

Introduction: Studies on inmates' Health Care Service (HCS) utilization are scarce globally, infrequent in Ethiopia while findings about the factors associated with HCS utilization are inconsistent. The present study, therefore, examined inmates' HCS utilization and associated socio-demographic and imprisonment related factors in Northwestern Ethiopia. Methods: The study employed institution-based cross sectional research design and data was collected using questionnaire from 422 inmates in three prisons. The questionnaire collected data about prisoners' demographic characters, imprisonment related information and HCS utilization. Descriptive statistical techniques as well as bi-variate and multiple logistic regressions were used to analyse the data. Results and discussions: The study found that 72.5%, 66.1% and 13.3% of the inmates, respectively, used medical services, guidance and counseling services, and psychiatric services. Inmates with primary education, with secondary education, and who know the availability of the services were more likely to use medical services. Inmates with accused status were less likely to use medical services than inmates with convict status. Divorced marital status and knowledge of the service availability were associated with high guidance and counseling service use. An increase in the length of stay in the prison was associated with a decrease in psychiatry service use while knowledge of service availability was associated with higher odds of psychiatry service use. There are high medical care service utilization while low mental health care service utilization among inmates in Northwestern Ethiopia. Results of the study implied that there is a critical need for immediate health care service promotion and education measures. Besides, there are also needs for large scale, longitudinal and potentially cross-cultural studies to better understand additional factors that influence inmates' HCS utilization.

Percutaneous Surgery for Trigger Finger Treatment Using a Novel Surgical Device: An Experimental Study on Fresh Cadavers.

Purpose: Trigger finger, a stenosing tenosynovitis of the flexor tendon at the A1 pulley, can cause pain and impair daily activities. Despite common surgical interventions, postsurgical complications are frequent, prompting the search for less invasive techniques. Methods: An experimental study was conducted on fresh cadavers to compare three techniques: the first using a PulleyCut without ultrasound guidance, the second using a PulleyCut with ultrasound guidance, and the third using a percutaneous needle technique. The complete release of the A1 pulley, integrity of the A2 pulley, flexor tendons, and neurovascular bundles were assessed. Results: The new device group and the ultrasound-guided group demonstrated 100% complete release of the A1 pulley, whereas the needle group achieved only 38% success. There were no A2 pulley injuries in any group. Flexor tendons were injured in 7% of cases in the new device group and 77% in the needle group. A neurovascular injury occurred in the needle group. Conclusions: Compared with the percutaneous needle technique, the new device proved safe and effective for A1 pulley release, minimizing damage to flexor tendons and neurovascular structures. Ultrasound did not provide significant advantages, suggesting that the new device can be confidently used without ultrasound assistance. The PulleyCut represents a promising percutaneous technique for trigger finger treatment, demonstrating superiority over the needle technique in terms of efficacy and safety. These results encourage future clinical investigations to validate its practical application. Type of study/level of evidence: Therapeutic IIc.

Ultrasound-Guided Nd:YAG Laser Intervention in the Orofacial Region: Report of a Case of Multi-Focal Venous Malformation.

Venous malformation is acongenital vascular system structure malformation caused by abnormal vascular endothelial cell morphology, which can occur in any tissue or organ of the oral and maxillofacial region. Laser treatment is currently a commonly used minimally invasive treatment. In this case, the patient with congenital multiple venous malformation was treated with Nd:YAG laser for the visible submucosal part, and the subcutaneous part under the chin tip was treated with ultrasound. The chin tip was treated with ultrasound guided by the chair to achieve the purpose of minimally invasive laser treatment. In this case's diagnosis and treatment process, we hope to provide a new idea for laser treatment of oromaxillofacial vein malformations.

A cell-autonomous role for primary cilium-mediated signaling in long-range commissural axon guidance.

Ciliopathies are characterized by the absence or dysfunction of primary cilia. Despite the fact that cognitive impairments are a common feature of ciliopathies, how cilia dysfunction affects neuronal development has not been characterized in detail. Here, we show that primary cilium-mediated signaling is required cell-autonomously by neurons during neural circuit formation. In particular, a functional primary cilium is crucial during axonal pathfinding for the switch in responsiveness of axons at a choice point, or intermediate target. Utilizing different animal models and in vivo, ex vivo, as well as in vitro experiments, we provide evidence for a critical role of primary cilium-mediated signaling in long-range axon guidance. The primary cilium on the cell body of commissural neurons transduces long-range guidance signals sensed by growth cones navigating an intermediate target. In extension of our finding that Shh is required for the rostral turn of post-crossing commissural axons, we suggest a model implicating the primary cilium in Shh signaling upstream of a transcriptional change of axon guidance receptors, which in turn mediate the repulsive response to floorplate-derived Shh shown by post-crossing commissural axons.

Defining quality assurance guidance for effective selection of technical grade zero-valent iron production batch for groundwater remediation using permeable reactive barrier.

Zero-valent iron (ZVI) applied to the remediation of contaminated groundwater (GW) in situ, especially using engineered permeable reactive barriers (PRBs), has been proven to be an effective reactive material. However, many of ZVI brands do not represent tailored reagents specifically regarding destroying pollutants in GW. Thus, their reactivity towards certain contaminants in GW may vary significantly in a wide range even with different production batches of the same ZVI brand. This issue has rarely been known and consequently not addressed to a higher extend so far. Therefore, this study implemented extensive, long-term column experiments followed by short-term batch experiments for chlorinated volatile organic compounds (cVOCs) degradation for developing a semi-empirical test methodology to thoroughly resolve this pivotal issue by achieving an improved quality assurance guidance regarding proper field-scale emplacement of different ZVI brands and their production batches. The results showed that during column experiments perchloroethylene (PCE) led to a significant degradation up to a certain period but sulfate-reducing microorganisms enhanced the dehalogenation and led approximately to 100 % PCE removal. However, the efficacy varied for different ZVI brands, i.e., Gotthart Maier (GM) and Sponge Iron (Responge®). Furthermore, it could be shown that it might even vary among different production batches of the same ZVI brand. It was also observed that evolution of sulfate-reducing microorganisms may improve the efficacy of PCE degradation vastly that occur at different intensities with different ZVI brands and their respective production batches over time. Further, comparing comprehensive long-term column (kobs = 0.0488 1/h) and short-term batch experiments (kobs = 0.07794 1/h) as well as refined kinetic analyses (kobs = 0.0424 1/h) clearly prove that an appropriate guidance protocol for successful full-scale in situ remediation is required for properly select the right ZVI brand and production batch before it is loaded to a PRB in the field.

Follow Informed Patient Consent in Clinical Teaching in Order to Achieve a Truly Patient-Centered Approach.

Patient- and disease-focused clinical teaching is considered the cornerstone of medical education. Current clinical teaching is increasingly taking place in outpatient settings, but this can cause discomfort to patients. Although many professional organizations have developed a set of ethical considerations in response to this issue to use these considerations to guide clinics in their outpatient procedures, these guidelines are not well adhered to in outpatient practice. My experience as an eczema patient in a dermatology outpatient is good evidence of this. In my opinion, there is nothing inherently wrong with the pedagogy of medical students observing clinical interactions in outpatient settings; the real problem lies in not informing the patient of the medical student's presence or allowing the patient to exercise his or her right of refusal. Therefore, the following recommendations are made: First, academic medical centers should provide regular training to doctors and medical students to ensure that they are fully aware of what is contained in the ethical guidelines established by the professional organizations and that they recognize the importance of adhering to these guidelines in clinical practice. Second, each clinical teaching activity should have the informed consent of the patient and be based on the patient's wishes. Finally, it is recommended that hospitals establish appropriate evaluation mechanisms to assess doctors' compliance with the ethical guidelines and provide continuing education and training for doctors and medical students who fail to comply.

Reduction of post-radiotherapy urinary toxicity via intrafractional MV-kV prostate location monitoring.

PURPOSE/OBJECTIVE(S): We hypothesized that an in-house developed system using MV and kV image guidance (MKIG) to ensure correct prostate positioning during SBRT could potentially avoid unwanted doses to non-target tissues, leading to reduced toxicities. MATERIALS/METHODS: We built a 3D MKIG platform that accurately tracks prostate implanted fiducials in real-time and clinically translated the system to replace a commercial approach, intrafraction motion review (IMR), which only tracks fiducials in the 2D kV views. From 2017 to 2019, 150 prostate cancer patients were treated with SBRT and monitored by MKIG. The motion trace of the fiducials alerts therapists to interrupt and reposition the prostate when displacement exceeds a 1.5 mm threshold. A comparison cohort of 121 patients was treated with the same dose regimen and treatment technique but managed by IMR. Statistics of intrafractional patient shifts and delivery time were collected to evaluate the workflow efficacy. The incidence of grade ≥2 urinary toxicities was analyzed to assess clinical complications. The median follow-up time was 3.7 years (0.2 to 8.2 years). RESULTS: MKIG treatments had more treatment shifts (1.09 vs. 0.28) and a longer average delivery time per fraction (579±205s vs. 357±117s) than IMR treatments. Three-quarters (75%) of shifts resulting from MKIG were ≤3mm, vs. 51% in IMR, indicating that MKIG detected and corrected smaller deviations. The incidence of grade ≥2 urinary toxicity was lower in the MKIG than IMR cohort: 10.7% vs. 19.8% (p=0.047). On multivariate analysis of late urinary toxicity, only high (>7) pre-RT IPSS (p<0.043) and the use of MKIG were selected (p< 0.029). CONCLUSIONS: Automated and quantitative MKIG introduced minimal workflow impact and was superior to IMR in localizing the prostate during SBRT, which correlated with a clinically significant reduction in late urinary toxicity. Further clinical testing via randomized trial will be required to validate the impact on outcomes.

Ultrasound-guided modified dynamic needle tip positioning technique for distal radial artery catheterization: A randomized controlled trial.

INTRODUCTION: The distal radial artery presents a particular challenge for puncture and catheterization due to its diminutive size, tortuous path, and tendency to spasm, increasing the risk of procedural failure and injury. Ultrasound guidance improves success rates and reduces risk in radial artery catheterization. This study evaluates the efficacy and safety of a refined dynamic needle tip positioning technique for distal radial artery access. METHODS: One hundred twelve patients were randomized to either the modified dynamic needle tip positioning technique (MDNTP) or palpation guidance groups (palpation group), each with 56 participants. The primary outcomes were the success rate of the initial puncture and overall puncture success rate, while secondary outcomes included procedural time and complications such as puncture site hematoma and radial artery occlusion within 24 h. RESULTS: The MDNTP group exhibited superior initial puncture success (71.43% vs 46.43%, p < 0.05) and fewer puncture attempts (median 1 (1, 2) vs 2 (1, 4), p < 0.05), resulting in a higher overall puncture success rate (98.21% vs 87.50%, p = 0.028). Notably, sheath insertion times were significantly shorter (17 (12, 21) s vs 57 (32, 100) s, p = 0.001) and the Sheath insertion success rate was higher (96.43% vs 82.14%, p = 0.015) in the MDNTP group. Furthermore, the incidence of puncture site hematomas was reduced (5.36% vs 19.64%, p = 0.022), although puncture time was longer (60 (28, 116) s vs 40 (15, 79) s, p = 0.033). Despite these differences, total procedural time and the incidence of radial artery occlusion at 24 h postoperatively were comparable between the two groups. CONCLUSION: The MDNTP technique boosts the success of distal radial artery puncture and catheterization, reducing the risk of complications associated with the procedure.

[Comparison of the efficacy of phlebotomy under touch pain point and ultrasound-guided puncture decompression in the treatment of acute calcific supraspinatus tendinitis].

OBJECTIVE: To compare the efficacy of blood letting under pain point touch and ultrasound-guided puncture decompression in the treatment of acute supraspinatus muscle calcifying tendinitis. METHODS: From January 2020 to January 2023, 45 patients with acute supraspinatus muscle calcifying tendinitis were selected and divided into treatment group and control group. In the treatment group, a total of 22 patients were treated with ultrasound-guided puncture decompression, including 16 females and 6 males, aged from 20 to 64 years old(39.31±5.80) years old, 11 on the left shoulder and 11 on the right shoulder. In the control group, there were 23 cases, including 15 females and 8 males, aged from 19 to 66 years old (40.67±6.13) years old, 12 on the left shoulder and 13 on the right shoulder. The treatment was treated with pain point touch bloodletting therapy. The visual analog scale (VAS) pain score, University of California, Los Angeles(UCLA) shoulder system score and shoulder Constant-Murley score were used to evaluate the therapeutic effect before treatment, 1 weeks, 1 month and 3 months after treatment, respectively. RESULTS: One patient in the control group gave up follow-up for personal reasons after 1 week of treatment, and the other 44 patients completed all follow-up. Six months after treatment, there were no recurrence cases in both groups. After statistical analysis, VAS pain score, UCLA score and Constant-Murley score of the treatment group and the control group were significantly different from those before treatment (P<0.05), and the improvement was more obvious in the treatment group. There was no statistical significance between the two groups (P>0.05). CONCLUSION: Bloodletting under pain point touch and ultrasound-guided puncture decompression are effective in the treatment of acute calcific supraspinatus tendinitis, with simple operation and low cost, which can effectively reduce local pain and effectively improve shoulder joint function. Primary hospitals can selectively operate treatment according to their own conditions.

Intra-fractional corrections and clinical outcomes in frameless image-guided radiosurgery for trigeminal neuralgia.

Purpose: Precision targeting is crucial to successful stereotactic radiosurgery for trigeminal neuralgia (TGN). We investigated the impact of intra-fractional 6-dimensional corrections during frameless image-guided radiosurgery (IGRS) for pain outcome in TGN patients. Materials and methods: A total of 41 sets of intra-fractional corrections from 35 patients with TGN treated by frameless IGRS from 2009 to 2013 were retrospectively studied. For each IGRS, the intra-fractional 6-dimensional shifts were conducted at 6 couch angles. Clinical pain outcome was recorded according the Barrow Neurological Institute (BNI) 5-points score. The relationship in 6-dimensional corrections and absolute translational distances between patients with pain relief score points <2 versus ≥2 were analyzed. Results: The absolute mean lateral, longitudinal, and vertical translational shifts were 0.46 ± 0.15 mm, 0.36 ± 0.16 mm and 0.21 ± 0.08 mm, respectively, with 97% of translational shifts being within 0.7 mm. The absolute mean lateral (pitch), longitudinal (roll), and vertical (yaw) rotational corrections are 0.33 ± 0.24°, 0.18 ± 0.09°, and 0.27 ± 0.15°, respectively, with 97% of rotational corrections being within 0.6°. The median follow-up duration for pain outcome was 26 months after IGRS. The average calculated absolute shift for patients with pain relief <2 and ≥2 BNI points, were 0.228 ± 0.008 mm and 0.259 ± 0.007 mm, respectively. There was no statistically significant difference in the translational shifts, rotational corrections or absolute distances between these two patient groups. Conclusions: Our data demonstrate high spatial targeting accuracy of frameless IGRS for TGN with only nominal intra-fraction 6-dimensional corrections.

Guidance of development, validation, and evaluation of algorithms for populating health status in observational studies of routinely collected data (DEVELOP-RCD).

BACKGROUND: In recent years, there has been a growing trend in the utilization of observational studies that make use of routinely collected healthcare data (RCD). These studies rely on algorithms to identify specific health conditions (e.g. diabetes or sepsis) for statistical analyses. However, there has been substantial variation in the algorithm development and validation, leading to frequently suboptimal performance and posing a significant threat to the validity of study findings. Unfortunately, these issues are often overlooked. METHODS: We systematically developed guidance for the development, validation, and evaluation of algorithms designed to identify health status (DEVELOP-RCD). Our initial efforts involved conducting both a narrative review and a systematic review of published studies on the concepts and methodological issues related to algorithm development, validation, and evaluation. Subsequently, we conducted an empirical study on an algorithm for identifying sepsis. Based on these findings, we formulated specific workflow and recommendations for algorithm development, validation, and evaluation within the guidance. Finally, the guidance underwent independent review by a panel of 20 external experts who then convened a consensus meeting to finalize it. RESULTS: A standardized workflow for algorithm development, validation, and evaluation was established. Guided by specific health status considerations, the workflow comprises four integrated steps: assessing an existing algorithm's suitability for the target health status; developing a new algorithm using recommended methods; validating the algorithm using prescribed performance measures; and evaluating the impact of the algorithm on study results. Additionally, 13 good practice recommendations were formulated with detailed explanations. Furthermore, a practical study on sepsis identification was included to demonstrate the application of this guidance. CONCLUSIONS: The establishment of guidance is intended to aid researchers and clinicians in the appropriate and accurate development and application of algorithms for identifying health status from RCD. This guidance has the potential to enhance the credibility of findings from observational studies involving RCD.

The emerging role of cysteine-rich peptides in pollen-pistil interaction.

Unlike early land plants, flowering plants have evolved a pollen tube that transport a pair of non-motile sperm cells to the female gametophyte. This process, known as siphonogamy, was first observed in gymnosperms and later become prevalent in angiosperms. However, the precise molecular mechanisms underlying the male-female interactions remain enigmatic. From the pollen grain's landing on the stigma to gametes fusion, the male part needs to pass various tests: How does the stigma distinguish between compatible and incompatible pollen? What mechanisms guide pollen tube towards the ovule? What factors trigger pollen tube rupture? How is polyspermy prevented? And how does the sperm cell ultimately reach the egg? Successful male-female communications is essential for surmounting these challenges, with cysteine-rich peptides (CRPs) playing a pivotal role in these dialogues. In this review, we summarize the characteristics of four distinct classes of CRPs and then we systematically review the recent progresses of the role of CRPs in four crucial stages of pollination and fertilization. Finally, we conclude by considering the potential applications of this knowledge in crop breeding, and suggesting avenues for future research.

Improving the contribution of mathematical modelling evidence to guidelines and policy: Experiences from tuberculosis.

We read with great interest the recent paper by Lo et al., who argue that there is an urgent need to ensure the quality of modelling evidence used to support international and national guideline development. Here we outline efforts by the Tuberculosis Modelling and Analysis Consortium, together with the World Health Organization Global Task Force on Tuberculosis Impact Measurement, to develop material to improve the quality and transparency of country-level tuberculosis modelling to inform decision-making.

A European Bioanalysis Forum recommendation for requiring a context-of-use statement for successful development and validation of biomarker assays.

The European Bioanalysis Forum, alongside key industry stakeholders, has been driving the discussions around the implementation of context-of use for biomarker assays to ensure that these assays are validated appropriately depending on their purpose. Insights into understanding why the implementation of context-of-use in assay strategies has also shown that the key stakeholder, or requester for the biomarker data, is responsible for providing the context-of-use statement for all biomarker assay requests. Experts from across the industry haves repeatedly sought a cross-industry recommended format in which the context-of-use statement could be provided. In this manuscript, the European Bioanalysis Forum suggests a format for this.

Enhancing Veress Needle Entry with Proximal Vibroacoustic Sensing for Automatic Identification of Peritoneum Puncture.

Laparoscopic access, a critical yet challenging step in surgical procedures, often leads to complications. Existing systems, such as improved Veress needles and optical trocars, offer limited safety benefits but come with elevated costs. In this study, a prototype of a novel technology for guiding needle interventions based on vibroacoustic signals is evaluated in porcine cadavers. The prototype consistently detected successful abdominal cavity entry in 100% of cases during 193 insertions across eight porcine cadavers. The high signal quality allowed for the precise identification of all Veress needle insertion phases, including peritoneum puncture. The findings suggest that this vibroacoustic-based guidance technology could enhance surgeons' situational awareness and provide valuable support during laparoscopic access. Unlike existing solutions, this technology does not require sensing elements in the instrument's tip and remains compatible with medical instruments from various manufacturers.

Airway consequences of alendronic acid aspiration.

Bisphosphonates are commonly prescribed medications to prevent and treat osteoporosis. Although possessing low side effect profiles, the potential for severe topical effects is rare but important. Irritation of the upper gastrointestinal tract is well documented; however, the risk and effects of accidental aspiration are rarely reported.Attention is drawn to a case recently managed at a tertiary head and neck centre where a patient in their 70s was admitted in respiratory distress 3 days after aspirating alendronic acid. This case highlights the potential risk of topical chemical injury posed to the airway by bisphosphonates.Bisphosphonates should be prescribed with detailed and specific counselling regarding this risk. Pharmacological product literature should be updated to reflect the risk. Clinical teams should be aware of and vigilant for the delayed presentation and prolonged symptom course of such injuries. Prompt airway intervention and techniques to minimise further mucosal trauma ensure optimal outcomes.

Comparing Learning Outcomes of Machine-Guided Virtual Reality-Based Training With Educator-Guided Training in a Metaverse Environment: Randomized Controlled Trial.

BACKGROUND: Virtual reality (VR) modules are commonly used for health care training, such as adult advanced cardiac life support (ACLS), due to immersion and engagement. The metaverse differs from current VR serious gaming by enabling shared social connections, while current VR modules focus on computer-based content without social interaction. Educators in the metaverse can foster communication and collaboration during training sessions. OBJECTIVE: This study aimed to compare learning outcomes of VR-based, machine-guided training with educator-guided, VR-based training in the metaverse environment. METHODS: A total of 62 volunteered students from Acibadem Mehmet Ali Aydinlar University Vocational School for Anesthesiology were randomly divided into 2 groups of 31 participants each: one group received VR-based training with machine guidance (MG), and the other received VR-based training with educator guidance (EG) in the metaverse. The members of both groups undertook VR-based basic training for ACLS. Afterward, the MG group was trained with a VR-based advanced training module, which provides training with full MG, whereas the EG group attended the VR-based, educator-guided training in the metaverse. The primary outcome of the study was determined by the exam score of the VR-based training module. Descriptive statistics defined continuous variables such as VR exam scores and time spent on machine- or educator-guided training. The correlation between training time and VR exam scores was assessed with the Spearman rank correlation, and nonnormally distributed variables were compared using the Mann-Whitney U test. Statistical significance was set at P<.05, with analyses executed by MedCalc Statistical Software (version 12.7.7). RESULTS: Comparing the VR test scores between the MG and EG groups revealed no statistically significant difference. The VR test scores for the EG group had a median of 86 (range 11-100). In contrast, the MG group scores had a median of 66 (range 13-100; P=.08). Regarding the correlation between the duration of machine-guided or educator-guided training and VR-based exam scores, for the MG group, =0.569 and P=.005 were obtained. For the EG group, this correlation was found to be =0.298 and P=.10. While this correlation is statistically significant for the MG group, it is not significant for the EG group. The post hoc power analysis (80%), considering the correlation between the time spent on training and exam scores, supported this finding. CONCLUSIONS: The results of this study suggest that a well-designed, VR-based serious gaming module with MG could provide comparable learning outcomes to VR training in the metaverse with EG for adult ACLS training. Future research with a larger sample size could explore whether social interaction with educators in a metaverse environment offers added benefits for learners. TRIAL REGISTRATION: ClinicalTrials.gov NCT06288087; https://clinicaltrials.gov/study/NCT06288087.