Working Group Research Articles

The cross-sectional area of gluteal muscle on multiaxial CT scan as a predictor for diagnosing sarcopenia in patients with degenerative lumbar disease.

This study examined the predictive value of the gluteal muscle index (GMI) for diagnosing sarcopenia in patients with degenerative lumbar disease (DLD), highlighting the need for effective diagnostic markers in this population. This prospective observational study included 202 elderly patients scheduled for lumbar spine surgery. Muscle indices for psoas, paraspinal, and gluteal muscles were measured using multiaxial computed tomography. Sarcopenia was diagnosed per the 2019 Asian Working Group for Sarcopenia (AWGS) criteria. Statistical analysis comprised univariate and multivariate logistic regression to identify predictors of sarcopenia. Of patients, 77% were diagnosed with sarcopenia. The GMI and psoas muscle index (PMI) were identified as significant predictors of sarcopenia in the univariate analysis. Multivariate analysis confirmed their predictive value, with higher indices correlating with a reduced risk of sarcopenia (GMI odds ratio [OR] = 0.95, 95% confidence interval [CI] = 0.92-0.97; PMI OR = 0.95, 95% CI = 0.92-0.98, both P < .001). The GMI serves as a reliable predictor of sarcopenia in elderly patients undergoing lumbar spine surgery for DLD, suggesting a significant role of gluteal muscles in diagnosing sarcopenia. Incorporating GMI into clinical assessments is critical to better manage and diagnose sarcopenia in this population.

Developmental validation of NeoTyper autosomal STR kit

BackgroundShort Tandem Repeats (STRs) are pivotal to efficient human DNA profiling. Including mini-STRs can further improve the assay's efficiency. The FBI's (Federal Bureau of Investigation) expanded Combined DNA Index System (CODIS) list contains twenty STRs for human identification. The NeoTyper Autosomal kit developed by Neom Scientific Solutions Pvt. Ltd. enables the amplification of 28 loci, which include markers from the expanded CODIS list, are National DNA Index System (NDIS) recommended markers, and comply with the NDIS recommended allelic range. In addition, the kit also includes 8 more markers including Penta D and Penta E. The NeoTyper Autosomal kit STR markers includes 14 mini-STR which makes it very effective for the human identification of the degraded samples like unidentified body remains.This is a developmental validation study for NeoTyper, based on the listed Scientific Working Group on DNA Analysis Methods (SWGDAM) guidelines. MethodologyWe extracted the human genomic DNA from blood and FFPE (Formalin-Fixed Paraffin-Embedded) samples, and performed PCR amplification for the 28 loci using the developed kit, NeoTyper, which features a six-dye chemistry. The amplified products were run on 3500xL Genetic Analyzer. We used GeneMapper ID-X v.1.4 (Applied Biosystems) to analyse peak height and allele calling. Developmental validation parameters, including genetic characterization, analysis of sensitivity, female-male mixture, precision, and accuracy (repeatability and reproducibility), were investigated and analysed. Furthermore, intra- and inter-laboratory comparisons, as well as mini-STR analysis and validation were done. ResultsThe developed NeoTyper Autosomal kit demonstrated 100 % sensitivity up to a DNA concentration of 62.5 pg, as measured by the number of alleles called. The assay also demonstrated good precision (measured in terms of standard deviation, SD ranging between 0.60 and 0.77) and reproducibility, with alleles called at 100 % accuracy. Furthermore, precision was high (measured as SD ranging from 0.50 to 0.66), with a 100 % accuracy. In 90.9 % of the samples (10 out of 11 female-male sample varied ratio), the mixture analysis revealed 100 % of the alleles being called. A comparative analysis of mini-STRs in GlobalFiler and NeoTyper Autosomal kit revealed a 100 % accuracy of the NeoTyper mini-STRs. ConclusionIn conclusion, the NeoTyper Autosomal kit developed by Neom Scientific Solutions Pvt. Ltd. enables the amplification of 28 loci, which includes markers from expanded CODIS list; are NDIS accepted markers and comply with their recommended allelic range. The integration of mini-STRs in the kit demonstrates its efficacy and reliability, particularly when addressing the difficulties posed by degraded samples. This developmental validation study demonstrates consistent performance with high sensitivity, precision and accuracy (repeatability and reproducibility) which is indicative of an advanced and efficient system for human identification.

Valemetostat monotherapy in patients with relapsed or refractory non-Hodgkin lymphoma: a first-in-human, multicentre, open-label, single-arm, phase 1 study.

Few treatment options exist for patients with non-Hodgkin lymphoma, and outcomes remain poor for relapsed or refractory disease. We evaluated the safety and preliminary clinical activity of valemetostat, a novel inhibitor of EZH2 and EZH1, in patients with relapsed or refractory non-Hodgkin lymphomas. This first-in-human, multicentre, open-label, single-arm, phase 1, dose-escalation and dose-expansion trial was done in 19 hospitals across Japan and the USA. Patients were included if they were aged 18 years or older in the USA or 20 years or older in Japan with a primary diagnosis of relapsed or refractory non-Hodgkin lymphoma and an Eastern Cooperative Oncology Group performance status of 0 or 1. In the dose-escalation part, patients received oral valemetostat at doses of 150 mg per day, 200 mg per day, 250 mg per day, and 300 mg per day continuously in 28-day cycles until progressive disease or unacceptable toxicities. All patients received 200 mg per day in the dose-expansion part. The primary endpoints were safety, pharmacokinetics, and the recommended phase 2 dose; the secondary endpoints were the maximum tolerated dose and the antitumour activity of valemetostat. Responses were assessed in patients who received at least one dose, with measurable lesions at baseline according to the International Working Group 2007 revised criteria for malignant lymphoma (peripheral T-cell lymphoma and B-cell non-Hodgkin lymphoma) and the modified 2009 criteria for adult T-cell leukaemia/lymphoma. The trial is registered with ClinicalTrials.gov, NCT02732275, and is currently active, but not recruiting. Between April 7, 2016, and June 10, 2021, 90 patients (53 [59%] males and 37 [41%] females; 49 [54%] Asian, 33 [37%] White, and eight [9%] Black) were enrolled and treated with valemetostat and included in the safety analysis set. 57 (63%) patients had peripheral T-cell lymphoma, 14 (16%) had adult T-cell leukaemia/lymphoma, and 19 (21%) had B-cell non-Hodgkin lymphoma. Seven (8%) patients received valemetostat 150 mg per day, 74 (82%) received 200 mg per day, seven received 250 mg per day, and two received 300 mg per day. Median follow-up was 7·4 months (IQR 3·4-17·6). All patients had at least one treatment-emergent adverse event; the most common treatment-emergent adverse events of any grade were decreased platelet count (52 [58%] of 90 patients), dysgeusia (45 [50%]), and anaemia (38 [42%]). The most common grade 3-4 adverse events were decreased neutrophil count (21 [23%]), decreased platelet count (18 [20%]), and decreased lymphocyte count (17 [19%]). The most common serious adverse event of any grade was Pneumocystis jirovecii pneumonia (four [4%]). No treatment-related deaths occurred. The overall response rate was 54·5% (48 of 88; 95% CI 43·6-65·2) for patients in the efficacy analysis set. The maximum tolerated dose was not reached; the recommended phase 2 dose of 200 mg per day was determined. Valemetostat exposure was variable between patients and was overlapped over the dose range of 150-250 mg per day. The safety profile of valemetostat monotherapy was acceptable in these patients with relapsed or refractory non-Hodgkin lymphoma. Favourable clinical activity was observed. These findings support a new indication for valemetostat in this setting. Daiichi Sankyo.

Advancing quality of care using a knowledge transfer approach to foster the use of single-fraction radiation therapy.

288 Background: There are significant barriers between the publication of scientific evidence and its adoption in clinical practice. Research in bone metastasis has demonstrated the effectiveness of single-fraction radiation therapy for uncomplicated cases. A persistent reluctance to adopt this approach in favor of multi-treatment courses remain. The aim of this project was to advocate for a better treatment method by employing a knowledge transfer approach to disseminate information, gather clinician feedback, and change practices. Methods: Initially, experts were invited to share best practices and raise awareness about the issue. Quality measures were developed with help from a consortium-wide working group and were introduced in 2020. The performance metric was steadily increased from 20% to a consortium-wide rate of ≥45% in 2023. The knowledge transfer project involved using video presentations to educate clinicians on the benefits of single-fraction treatment, a post-session survey to assess the impact of the information provided, and a 30-minute virtual discussion that followed days after the presentation. The 30-minute recorded video presentation by a radiation oncologist with expertise in palliative care presented evidence in support of the treatment and dispelled myths surrounding single-fraction treatment. This was first piloted at four sites before being rolled out consortium wide. Results: The project was effective. Physicians at 22 radiation oncology centers reported an increased awareness of single-fraction treatment and a willingness to try it. The table shows: 100% reported the topic was relevant, 94% were prompted to reflect on their current practice, 63% reported their thoughts about fractionation changed and 84% acknowledged an increase in their knowledge of the evidence supporting single-fraction treatment. Annual rates of single-fraction use increased over time. The consortium wide target promoting the use of single fraction for uncomplicated patients was met in 2023– single fraction was used 46% of the time for the treatment of uncomplicated bone metastases patients as compared to about 37% in 2021. Conclusions: Patient care can be enhanced by supporting providers who make health care decisions daily. Quality care can be encouraged by conveying evidence-based knowledge to providers, who are responsible for making healthcare treatment decisions. This project illustrates that sustained efforts in knowledge transfer can effectively change clinical practice patterns to align with evidence-based recommendations. Knowledge transfer project. Physician participation vs. those invited to participate 22/24 (91.67%) Survey Responses: a. Relevant to Practice 100% b. Usefulness to practice and reflection on current practice 94% c. Thoughts changed about fractionation treatment 63% d. Knowledge of evidence supporting treatment increased 84%

Development and Evaluation of Project Management Training for Cancer Research in Sub-Saharan Africa.

Globally, there were 19.3 million new cancer cases and 10 million cancer deaths, with the African continent contributing approximately 1.1 million new cases and over 700,000 deaths to the global cancer burden in 2020. High quality research is required to understand the etiology and risk factors for common cancers in the region to develop context specific strategies aimed at minimizing the future cancer burden in Africa. Our study addresses a significant gap in the knowledge and resources available for training a project management (PM) workforce for cancer research in Africa. We developed and evaluated a training program to strengthen the research capacity of project managers involved in cancer research in Africa. This workshop was held in collaboration with the Men of African Descent and Carcinoma of the Prostate (MADCaP) Consortium. The PM working group of the MADCaP Consortium had previously developed a project manager toolkit to provide a structured approach to PM for cancer research in Africa. We implemented and evaluated this training toolkit in a hybrid workshop in Nigeria. Among 29 participants from 10 African institutions, PM skills improved after training by 16.6% compared with pretraining levels. In a 1-year follow-up survey, training skills remained better (80.8%) than before the training (70.8%). The training program successfully upskilled the trainees with a significant improvement in knowledge of PM practices including planning, execution, monitoring, and evaluation of projects. The majority (80%) reported an excellent training experience. PM skills training can be successfully implemented in Africa with long-term retention of knowledge geared toward developing a workforce critical for the implementation of cancer research in the region.

A pilot project to explore the mental health and wellbeing among cardiothoracic staff and the impact of virtual reality guided mindfulness

BackgroundThe Cardio-Thoracic (CT) professional group experienced a significant increase in stress and workload during and after the COVID-19 pandemic. The Society for Cardiothoracic Surgery (SCTS) in Great Britain and Ireland with the aim of endorsing positive change. Aim of this project was to understand the Mental Health (MH) and wellbeing status of the CT professionals and to explore Virtual Reality Mindfulness as an intervention to improve MH and wellbeing.MethodsIn February 2022, the SCTS created a Mental Health and Wellbeing Working Group to identify the problem and find solutions. This exploratory project was carried out in two stages. Stage one was an online survey conducted in March 2022 and stage two was a Virtual Reality (VR) mindfulness workshop in March 2023, using the Rescape™ VR mindfulness tool.ResultsStage one: An online QR code survey was sent out to 150 members with 129 (86%) completed responses. 92% expressed that SCTS should create awareness about mental health and wellbeing. 99% said that they should be allowed to speak up and create interventions for members to access, support and relax. Three main themes identified about why CT staff do not discuss their Mental Health problems were fear of lack of awareness (72%), lack of confidentiality (60%) and impact on career (60%). Stage two: 88 members attended the VR session of which 76 (86%) completed the anonymous questionnaire. 97% reported usage was a pleasurable experience, 91% felt more relaxed, 82% felt less stressed, 90% felt calmer and 89% had their mood enhanced.ConclusionOur study findings indicate that CT staff experience considerable effects on their mental health and wellbeing. However, there is a hesitancy to recognise and seek assistance due to concerns about confidentiality and career repercussions. The virtual reality mindfulness session served as a beneficial supplement, with a positive impact in this pilot cohort.

Guidelines for diagnosis,treatment and prevention of clostridium difficile infection in China(2024)

Clostridium difficile infection(CDI) is an intestinal infection caused by Clostridium difficile,characterized by clinical symptoms such as fever,abdominal pain,watery diarrhea,and loose stools. Mild cases present with diarrhea,while severe cases can progress to pseudomembranous colitis,often accompany by complications such as toxic megacolon,intestinal perforation,and septic shock. CDI is a significant cause of complications and mortality,especially among elderly patients,and is one of the most common hospital-acquired infections. The purpose of this guideline is to provide guidance on the diagnosis,treatment,and prevention of CDI,covering a total of 20 clinical questions across three domains: diagnosis,treatment,and prevention. The guideline was developed by a collaborative effort of a guideline expert group and a guideline working group. The guideline expert group consists of 37 clinical experts in 18 specialties related to the diagnosis and treatment of CDI and healthcare associated infection control. This guideline was developed using the internationally recognized GRADE method. It includes evidence evaluation and recommendation grading. It categorizes the quality of evidence into four levels: high,medium,low and very low. When formulating recommendations,it considers factors such as the balance of benefits and harms of intervention,quality of evidence,values and preferences,as well as cost and resource consumption. The recommendations are classified into strong and weak recommendations(conditional recommendations). The target audience of this guideline includes Chinese doctors and patients.

Prognostic significance of cachexia defined by the aisan working group for cachexia consensus in patients with curable gastric cancer

Prognostic significance of cachexia defined by the aisan working group for cachexia consensus in patients with curable gastric cancer

[Translated article] Measurement Assessment of Minimal Disease Activity In Psoriasis in Spain: A National Cross-Sectional Study

IntroductionIn 2017, the Spanish Academy of Dermatology and Venereology Psoriasis Working Group (PWG) designed the Minimal Disease Activity (MDA) criteria to determine the level of disease activity. We hereby present the results of an observational, cross-sectional, multicenter study of the nationwide application of these criteria. Material and methodsWe conducted a non-randomized sampling, stratified to achieve autonomic and provincial representation of consecutive patients with psoriasis (Ps) vulgaris without active arthritis. A total of 830 patients were included: 493 men (59.5%), with a mean age of 51.4 years (SD, 14.2), from all autonomous regions of Spain (except for Ceuta and Melilla) and 44 (88%) out of the 50 provinces. A questionnaire was obtained with demographic data, DLQI, subjective assessment—on a scale from 0 to 10—of itching, erythema, desquamation, visibility, and the patients’ PASI and BSA. ResultsMore than 50% failed to meet the MDA criteria (491; 59.2%), with significant differences being reported by region, sex, and age. Additionally, significant differences were reported based on the therapy used (P<.001). The use of biological therapies was associated with higher MDA compliance compared to other therapies (59.4% vs 23.3%). No differences were reported among various biological therapies. ConclusionsThe overall rate of MDA compliance is low, with differences being based on geographic location, sex, age, and drug used, yet none of these factors separately justify them.

Realizing the Promise of Digital Engineering: Planning, Implementing, and Evolving the Ecosystem

ABSTRACTGaining benefits of digital engineering is not only about implementing digital technologies. An ecosystem for innovation is a system of systems in its own right, only partly engineered, subject to risks and challenges of evolving socio‐technical systems. This paper summarizes an aid to planning, analyzing, implementing, and improving innovation ecosystems. Represented as a configurable model‐based reference pattern used by collaborating INCOSE working groups, it was initially applied in targeted INCOSE case studies, and subsequently elaborated and applied to diverse commercial and defense ecosystems. Explicating the recurrent theme of consistency management underlying all historical engineering, it is revealing of digital engineering's special promise, and enhances understanding of historical as well as future engineering and life cycle management. It includes preparation of human and technical resources to effectively consume and exploit digital information assets, not just create them, capability enhancements over incremental release trains, and evolutionary steering using feedback and group learning.

Exploring Nurse Use of Digital Nursing Technology.

Technological developments and nursing shortages have become global trends. To solve the problem of shortage of healthcare professionals, technology may be used as a backup. Nurses constitute the largest working group in the healthcare system. Therefore, nurses are very important to the success of implementing digitization in hospitals. This cross-sectional study used the characteristics and adoption roles of innovation diffusion theory to understand technology use within the organization. Data were collected through structured questionnaires and open-ended questions from March 21 to May 31, 2022, in two hospitals in Taiwan. In total, 159 nurses agreed to participate in the study. The results of this study revealed that observability, simplicity, advantage, trialability, and compatibility positively improved the acceptance of digital nursing technology. In the distribution of users' innovative roles, early adopters had a significant impact on innovation characteristics and technology acceptance. Nurses in acute and critical care units perceived a greater comparative advantage and trial availability of digital nursing technology use than did those in general wards and outpatient clinics. In addition, based on user opinions and suggestions, the development of smart healthcare and the use of digital technology are expected to improve the quality of nursing care.

525P Management of seizures in patients with primary mitochondrial diseases: consensus statement from the inter-ERNs mitochondrial working group

525P Management of seizures in patients with primary mitochondrial diseases: consensus statement from the inter-ERNs mitochondrial working group

Challenges in the evaluation of HER2 and HER2-low in breast cancer in Brazil and recommendations of a multidisciplinary working group.

Challenges in the evaluation of HER2 and HER2-low in breast cancer in Brazil and recommendations of a multidisciplinary working group.

BCMA-Directed MRD Detection as a Predictor of Relapse after BCMA CAR T in Multiple Myeloma

Background: Recent approvals of chimeric antigen receptor T-cells (CAR T) and bispecific antibody therapies offer new hope for relapsed refractory multiple myeloma (RRMM) patients, with superior efficacy over standard regimens observed in clinical trials. However, relapse after BCMA-directed therapy is common and requires further investigation. Patients and Methods: We conducted a retrospective cohort study on 57 RRMM patients treated with BCMA-directed CAR T. Only the patients who had an initial response and lost BCMA-expressing identified PC following CAR T infusion at Day 30 were included in the analysis. Multicolor flow cytometry (MFC) to detect BCMA + plasma cell (PC) re-emergence was performed on bone marrow samples at defined intervals and clinical responses were assessed using International Myeloma Working Group criteria. Results: The majority of patients achieved undetectable BCMA on MFC post-infusion, with subsequent BCMA+ PC re-emergence observed in 55% of cases. Notably, 91% of patients experiencing clinical relapse showed BCMA+ PC re-emergence, often preceding relapse. Early relapse (<6 months) was associated with earlier BCMA re-emergence. Conclusion: Early BCMA+ PC re-emergence may serve as a prognostic marker for clinical relapse post-BCMA CAR T therapy. Monitoring BCMA+ PC levels via MFC offers potential for early relapse detection and informed treatment decisions. Further studies, including novel BCMA-directed minimal residual disease (MRD) detection technologies, are warranted to validate these findings and refine RRMM management strategies.

Certification system for multidisciplinary thoracic tumour boards.

In Spain, lung cancer (LC) is the fourth most common cancer. Managing LC involves different professionals, and cooperative and coordinated work is crucial. Therefore, important decisions are better made by Multidisciplinary Thoracic Tumour Boards (MTTBs). On the other hand, certification systems have proven to improve the structure of care, ultimately having a positive impact on patient survival. Herein, a multidisciplinary working group of 11 experts (a Radiologist, a Thoracic Surgeon, a Pulmonologist, a Radiotherapy Oncologist, four Medical Oncologists, a Hospital Managing Director, a Cytologist, and a Molecular Biologist specialist) proposed a standard to certify and evaluate MTTBs. The following components were suggested for the standard: minimum requirements for the MTTB, a mixed model developed in two stages (preparation and audit), a structure comprising three groups of indicators (Strategic and Management, Support, and Operational), three certification levels, and an audit process. In our opinion, certifying MTTBs is critical to improve the standard of care for LC patients.

Circulating small non-coding RNA profiling for identification of older adults with low muscle strength and physical performance: A preliminary study

BackgroundSmall non-coding RNAs (ncRNAs) have recently emerged as potential biomarkers of sarcopenia. However, previous studies have rarely explored the association of small ncRNAs with sarcopenic components, especially muscle strength and physical performance. We aimed to examine circulating small ncRNA profiles to detect low muscle strength and physical performance in older adults. MethodsNinety-eight older adults were randomly selected from Korean Frailty and Aging Cohort Study and classified into the “Normal,” “Low muscle strength (MS) only,” “Low physical performance (PP) only,” and “Low MS and PP” groups by Asian Working Group for Sarcopenia 2019 criteria. We used high-throughput sequencing to delineate small ncRNA profiles in plasma. Differentially expressed small ncRNAs were analyzed to reveal distinct patterns based on muscle strength and physical performance status. ResultsIn “Low MS and PP” group, 119 miRNAs, 86 piRNAs, 92 snoRNAs, 106 snRNAs, and 15 tRNAs were differentially expressed compared to “Normal” group (p < 0.05). After Benjamini-Hochberg adjustment, 39 miRNAs, 2 piRNAs, 75 snoRNAs, 48 snRNAs, and 15 tRNAs showed differential expression in “Low MS and PP” group compared to than “Normal” group (adjusted p < 0.05). No significant differences were observed in comparisons between the other groups (adjusted p > 0.05). ConclusionThe expression of circulating small ncRNAs were comprehensively characterized, revealing distinct signatures in older adults with both low muscle strength and physical performance compared to normal individuals. Although preliminary, this characterization can advance small ncRNA research on age-related declines in muscle strength and physical performance by providing foundational data for further investigation.

Improving influenza vaccination assessment and uptake, one step at a time in a cancer center.

280 Background: Influenza immunization has shown to decrease morbidity and mortality of influenza infections. From September to December 2022, at the infectious diseases (ID) clinic at our institution, 73% of the patients did not undergo influenza immunization assessment during their clinical encounters and only 3% of the patients had the influenza vaccine administered. Furthermore, documentation of vaccine discussion was done in 73% of cases. Our aim was to improve vaccination assessment from 73% noncompliant to 50%. Methods: A multidisciplinary team of nurses, nurse leaders, pharmacists, and quality specialists was assembled to analyze baseline data on influenza vaccination assessment, administration, and documentation at the ID clinic from Sept to Dec 2022 using The Model for Improvement. Quality tools were utilized including Cause and Effect Diagram, Current State Process Flow Chart and Prioritization Matrix, to identify and prioritize opportunities for improvement creating a worklist for improvement focus. Vaccine assessment measured via EPIC immunization tab marked as reviewed, discrete areas to document vaccination and their administration were not a part of nursing or provider’s workflow. Using the Plan, Do, Study, Act (PDSA) method, the following changes were tested: PDSA Cycle 1; A green sticker highlighted those patients needing vaccine assessment. PDSA Cycle 2; A smart phrase was created for documentation in nurses’ notes and PDSA Cycle 3; provider’s notes regarding vaccine recommendations. Results: Interventions were associated with an improvement of influenza assessment via the immunization tab marked as reviewed in the ID outpatient clinic from 73% noncompliance to 3% noncompliance from September 2023 to March 2024. Concurrent with improvement of our assessment process, our on-site vaccination rate increased from 97% error to 89% error (Table) and there was 50% improvement in provider’s documentation. Conclusions: The formation of a multidisciplinary working group and implementation of quality tools interventions resulted in timely significant improvement in vaccination assessment, documentation, and administration. Subsequently, we were granted institutional approval to add an EPIC clinical decision support tool to standardize influenza vaccination documentation. Future strategies include implementation and evaluation of the utilization of Health Maintenance tool in the ID clinic before expansion to other clinics in our institution. Influenza vaccine administration vs outpatient visits in the ID clinic. Month/Year # Outpatient visits # Vaccines administered in clinic % of vaccines administered Influenza Sep-Dec 2022 1827* 54 2.95% Influenza Sept 2023-March 2024 2682 251 9.36% *Includes video and telephone visits.

Association between phase angle and sarcopenia in patients with connective tissue diseases

Background and AimsEarly detection and management of sarcopenia in patients with connective tissue diseases (CTDs) are essential. However, the relationship between the phase angle and sarcopenia in patients with CTDs is unknown. This study investigated the association between the phase angle and sarcopenia in patients with (CTDs) and determined the optimal phase angle cutoff values for the early detection of sarcopenia. MethodsA retrospective cross-sectional study was conducted in 279 hospitalized patients with CTDs undergoing rehabilitation (median age 73.3 years; 80 men and 199 women). Bioimpedance analysis was used to measure the phase angle, and sarcopenia was assessed according to the Asian Working Group for Sarcopenia criteria. ResultsSarcopenia was identified in 134 patients (36 men and 98 women). Patients with sarcopenia had a significantly smaller phase angle than those without sarcopenia. Multivariate analysis revealed that phase angle was significantly associated with sarcopenia after adjusting for confounding factors in each sex. The optimal phase angle cutoff value for identifying sarcopenia was 4.6° for men and 4.3° for women, with area under the curve values of 0.795 and 0.754, respectively. ConclusionPhase angle is a valuable marker for identifying sarcopenia in patients with CTDs. The established phase angle cutoff values of 4.6° in men and 4.3° in women can facilitate the early detection and management of sarcopenia.

The Application of Deep Learning in Sports Data Analysis

In order to ensure that students have a deeper and more thorough understanding of knowledge and skills, the author takes deep learning as the direction and integrates it into the real-time evaluation of basketball classrooms, organically combining the two. Deep learning provides a new theoretical perspective and driving force for the optimization of real-time evaluation, and points out the direction for promoting evaluation effectiveness; The optimization of real-time evaluation provides a feasible path for achieving deep learning for students. After the implementation of the real-time evaluation plan between the experimental group and the control group, the comparison results of basketball skills tests were obtained: before and after the experiment, the experimental group’s 60 second self throwing and self grabbing, vigorous dribbling, comprehensive dribbling, teaching competitions, and teaching lectures all showed significant differences in test indicators; Before and after the experiment, the control group showed significant differences in the four test indicators of 60 second self throwing and self grabbing, vigorous dribbling, comprehensive dribbling, and teaching lectures. The teaching competition indicators also showed significant differences, all of which were improved. Comparison results of deep learning abilities: Before and after the experiment, there were significant differences in the dimensions of experimental combination ability and learning perseverance, while there were significant differences in the dimensions of communication ability, self-learning ability, and total score of deep learning ability; Before and after the experiment, there was a significant difference in the dimensions of control group work ability, while there was no significant difference in the dimensions of self-directed learning ability, learning perseverance, and communication ability. Overall, there was a very significant difference in deep learning ability. Overall, the experimental group showed a more significant improvement in deep learning ability compared to the control group. The real-time evaluation plan for sports education professional basketball classrooms based on deep learning is more effective in improving students’ basketball skills and deep learning abilities than the conventional real-time evaluation plan for sports education professional basketball classrooms. The design of the plan has certain effectiveness and feasibility.

College Adjustment and Information Experience of First‐Generation College Students' Coursework and Extracurricular Learning

ABSTRACTThe current study aims to explore college adjustment and information experiences of first‐generation college students in coursework and extracurricular learning contexts. Information World Mapping visual‐elicitation interviews were conducted with 25 first‐generation college students from two elite universities in one university system. We found that while first‐generation college students tend to feel fallen behind, and be somewhat remote from professors and peers, they make use of all resorts to thrive in both coursework and extracurricular learning experiences. Most of their personal‐meaningful coursework experiences are academic group work; their extracurricular learning experiences are career‐oriented. Implications were discussed based on the findings.