Multiparameter flow cytometric and transcriptional analyis of CD20 positive T-cells in bone marrow in patients of multiple myeloma and monoclonal gammopathy of undetermined signifi... by Barbara Forró, Béla Kajtár, Ágnes Lacza, László Kereskai, Livia Vida, Balázs Kőszegi, Péter Urbán, József Kun, József Kun, Attila Gyenesei, Szabolcs Kosztolányi, Dániel Kehl, Pál Jáksó

“…Despite the expanding literature data, the exact function of CD20+ T cells remains unclear.MethodsWe investigated the incidence of CD20+ T-cells in MGUS (n=27), and MM using a larger cohort (n=125) and compared it with control bone marrow samples (n=39). …”
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Comparison of Spencer muscle energy technique and conventional physiotherapy on pain and disability in shoulder adhesive capsulitis: a quasi-experimental study by Aisha Amin, Ramsha Malik, Sajjan Iqbal Memon, Zainab Zafar Awan, Faiza Almas, Rabia Talab Hussain, Qurat-ul-ain Zahra

“…The present study aims to evaluate the effectiveness of the Spencer muscle energy technique (SMET) in reducing pain and improving functional disability in patients diagnosed with adhesive capsulitis. …”
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Elimination of Ethanol for the Production of Fucoidans from Brown Seaweeds: Characterization and Bioactivities by Periaswamy Sivagnanam Saravana, Shanmugapriya Karuppusamy, Dilip K. Rai, Janith Wanigasekara, James Curtin, Brijesh K. Tiwari

“…Fucoidans from brown seaweeds, <i>Fucus vesiculosus</i> and <i>Ascophyllum nodosum,</i> were extracted using green solvents such as citric acid (CA) followed by MWCO (molecular weight cut-off) filtration to obtain high-purity polysaccharides. The presence of functional groups typical to fucoidans, namely, fucose, sulfate, and glycosidic bonds, in the extracts were confirmed through the data obtained from FTIR (Fourier-transform infrared spectroscopy), TGA (thermogravimetric analysis), DSC (differential scanning calorimetry), and solid-state CP–MAS (cross-polarization magic angle spinning) analysis. …”
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Research on MRI Gradient Coil Magnetic Field Induced Eddy Current Method by Xiaotao ZHANG, Yicheng LI, Zhanping ZHENG, Mingke WANG, Like FENG, Congbo LI

“…This article is based on the Gauss-Legendre numerical integration, measures and analyzes the magnetic field performance of gradient coils by building a data acquisition system, and this article applies numerical analysis methods to calculate the spherical harmonic coefficients of the magnetic field using discrete test data, providing a feasible method for the production and testing of gradient coils.…”
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Feature Extraction and Classification of Power Quality Disturbances Using Optimized Tunable-Q Wavelet Transform and Incremental Support Vector Machine by Indu Sekhar Samanta, Pravat Kumar Rout, Kunjabihari Swain, Satyasis Mishra, Murthy Cherukuri

“…In the first stage, the various data are retrieved both in the form of synthetic data by mathematical formulations and real-time data with prototype design setup. …”
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GPx3 marks adipocyte lineage commitment in bone marrow stromal cells by Zhongxiang Wang, Yangyang Hu, Mao Li, Xiaojun Chen, Chengyu Zhou, Zhiyang Xu, Kai Chen, Lichuang Wu

“…Validation was conducted at both the transcript and protein levels. Furthermore, re-analysis of single-cell RNA sequencing (scRNA-seq) data was employed to determine the cell type–specific expression of candidate genes within the bone marrow. …”
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Global Clustering Quality Coefficient Assessing the Efficiency of PCA Class Assignment by Mirela Praisler, Stefanut Ciochina

“…An essential factor influencing the efficiency of the predictive models built with principal component analysis (PCA) is the quality of the data clustering revealed by the score plots. …”
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Parametric Model for Coaxial Cavity Filter with Combined KCCA and MLSSVR by Shengbiao Wu, Huaning Li, Xianpeng Chen

“…First, the low-dimensional tuning data is mapped to the high-dimensional feature space by kernel canonical correlation analysis, and the nonlinear feature vectors are fused by the kernel function; second, the multioutput least squares support vector regression algorithm is used for parametric modeling to solve the problems of low accuracy and poor prediction performance; third, the support vector of the parameter model is optimized by the differential evolution whale algorithm (DWA) to improve the convergence and generalization ability of the model in actual tuning. …”
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Integrative single-cell and bulk RNA-seq analyses identify CD4+ T-cell subpopulation infiltration and biomarkers of regulatory T cells involved in mediating the progression of athe... by Yifeng Zhang, Yifeng Zhang, Shuxian Lu, Shuxian Lu, Liang Qiu, Liang Qiu, Manman Qin, Manman Qin, Dan Shan, Lianhua Xie, Yao Yi, Yao Yi, Jun Yu

“…Therefore, this study aimed to identify critical target genes and pathways of Tregs associated with the progression of AS.MethodsThe gene expression data and single cell RNA-seq data of AS were downloaded from the Gene Expression Omnibus (GEO) database. …”
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Application of a digital footprint of educational intelligent technologies by L. Sh. Bagdasaryan, A. H. Ardeev, T. A. Kulikova, N. A. Poddubnaya

“…Introduction. In data-centric learning models that have emerged due to the widespread use of electronic and distance education, digital data on education is collected and further analysis of the facts of the educational process is carried out in order to increase the efficiency of educational activities. …”
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Overexpression of cyclin‐dependent kinase 1 in esophageal squamous cell carcinoma and its clinical significance by Han‐Jie Zhang, Gang Chen, Shang‐Wei Chen, Zong‐Wang Fu, Hua‐Fu Zhou, Zhen‐Bo Feng, Jun‐Xian Mo, Chang‐Bo Li, Jun Liu

“…A comprehensive analysis of all data was performed to evaluate the difference in CDK1 between ESCC tissues and control tissues. …”
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Novel Adiposity Indices Are Associated With Poor Prognosis in Heart Failure With Preserved Ejection Fraction Without the Obesity Paradox by Shuai Zhang, Panpan Xu, Tianhao Wei, Changjiang Wei, Yanling Zhang, Huixia Lu, Cheng Zhang

“…Methods and Results This study is a post hoc analysis of data from the TOPCAT (Treatment of Preserved Cardiac Function Heart Failure with an Aldosterone Antagonist) trial. …”
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Complex oteneurological evaluation of vestibular disoders in mild blast traumatic brain injury by O. Ye. Skobska, O. M. Kvasha, Yu. Ye. Pedachenko, O. S. Hotin, O. Yu. Malysheva

“…The complex of diagnostic criteria was based on the analysis of stabilographic indicators, specifically, the general center of gravity, the frequency-amplitude spectrum of the stabilogram, the integral index of the quality of the vestibular function for the definition of the vestibular system state of patients with combat TBI caused by explosions, that helps to determine the level of damage for the vestibular analyzer , the level of preservation of function and compensation of central regulatory mechanisms of the static-kinetic system. …”
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Correlation of Intraoperative Neuromonitoring (IONM) Signal Changes with Clinical Outcomes in Patients with Compressive Cervical Myelopathy: A Prospective Study by Saumyajit Basu, Aditya Vardhan Guduru, Vikas Hanasoge, Piyush Joshi, Trinanjan Sarangi, Suraj Chakroborthy

“…Paired t-tests were used for the comparison of preoperative and postoperative functional scores. One-way Analysis of variance (ANOVA) tests with Bonferroni post hoc analyses were performed for comparison between the three groups. …”
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Concurrent validity and reliability of the session rating of perceived exertion scale among high-trained rower during training sessions by Xinyu Dai, Jihong Yan, Xuecui Bi

“…Results The research collected 194 training sessions with effective data and included them in the final data analysis, and significant correlations were evident (r = 0.758, 95% confidence interval (CI): 0.543 to 0.876; ICC = 0.755, 95% CI: 0.412 to 0.910) between both ergometer tests, demonstrating that the reliability of the sRPE scale was high in the measurement process; A significant correlation between TRIMP and sRPETL was observed in ergometer 6 km × 3 training (r = 0.811, p < 0.001), while this correlation was lowest in functional training(r = 0.258, 95%CI: -0.111 to 0.565); Bland-Altman plots were used to validate the consistency of the different methods, the results indicated good agreement between the different monitoring methods for both explosive power training and 10 min × 3 ergometer training(p>0.05), 93.4% and 98.6% of the observations fell within the 95% limits of agreement(-0.599 to 0.690 and − 0.533 to 0.577, respectively), a small number of observations lay outside the consistency boundary, indicating strong consistency between the two datasets. …”
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Enhancing security in IIoT: RFID authentication protocol for edge computing and blockchain-enabled supply chain by Vikash Kumar, Santosh Kumar Das

“…The protocol employs cryptographic techniques such as a cryptographically secure one-way hash function, random number generation function, and circular shift operations to ensure data integrity and confidentiality, achieving mutual authentication, forward secrecy, and resistance to cryptographic attacks. …”
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Exploring a Digital Banking Talent Management Framework at a Banking Institution in South Africa by Asanda Rose-Mary Nesindande, Musawenkosi Donia Saurombe, Renjini Mary Joseph

“…This research used a qualitative case study approach, and 18 one-on-one interviews were conducted with employees from the bank, selected through purposive sampling. Thematic analysis was used on the qualitative data collected, by applying an initial inductive coding process to the interview transcripts, followed by two further coding processes that gave rise to precise themes and subthemes. …”
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Distribution and molecular evolution of the anti-CRISPR family AcrIF7. by Wendy Figueroa, Adrian Cazares, Daniel Cazares, Yi Wu, Ana de la Cruz, Martin Welch, Luis Kameyama, Franklin L Nobrega, Gabriel Guarneros

“…Analysis of publicly available data and the generated variants suggests that the dominant AcrIF7 variant corresponds to the minimal and optimal anti-CRISPR selected in the family. …”
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Health education interventions for individuals with visual or hearing impairment: a scoping review by Sohyun Jin, Geumbo Ko, Youngshin Song

“…This study aimed to provide data for improving the health and well-being of individuals with visual or hearing impairments by analyzing health education interventions using classification criteria of the International Classification of Functioning, Disability and Health (ICF). …”
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Rationale and methodology of a multicentric prospective cohort study on ‘Longitudinal Effects of Air Pollution Exposure on Adolescent Lungs (APEAL)’ in urban India: APEAL protocol... by George D’Souza, Anant Mohan, Padukudru Anand Mahesh, Amruta Nori-Sarma, Harish C Phuleria, Gregory Wellenius, Twinkle Agrawal, Rajesh Thimmulappa, Biligere Siddaiah Jayaraj, Minu Rose Mani, Swapnali Patil, Priya Samdarshi

“…After quality checks, data will be compiled, summarising pulmonary function parameters alongside covariates and confounders. …”
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