Association of iron deposition in MS lesion with remyelination capacity using susceptibility source separation MRI by Hyeong-Geol Shin, Woojun Kim, Jung Hwan Lee, Hyun-soo Lee, Yoonho Nam, Jiwoong Kim, Xu Li, Peter C.M. van Zijl, Peter A. Calabresi, Jongho Lee, Jinhee Jang

“…Methods: Fifty participants with MS (pwMS) were followed annually over a mean period of 3.3 years (SD = 1.8 years) with MRI, including χ-separation, and clinical assessments. …”
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Predicting the risk of heart failure after acute myocardial infarction using an interpretable machine learning model by Qingqing Lin, Qingqing Lin, Wenxiang Zhao, Wenxiang Zhao, Hailin Zhang, Hailin Zhang, Wenhao Chen, Sheng Lian, Qinyun Ruan, Qinyun Ruan, Zhaoyang Qu, Zhaoyang Qu, Yimin Lin, Yimin Lin, Dajun Chai, Dajun Chai, Dajun Chai, Dajun Chai, Xiaoyan Lin, Xiaoyan Lin, Xiaoyan Lin, Xiaoyan Lin

“…In addition, we used the Shapley Additive Explanations (SHAP) value to determine the importance of the selected features and interpret the optimal model.ResultsA total of 1220 AMI patients were included and 244 (20%) patients developed HF during follow-up. Among the four evaluated ML models, the XGBoost model exhibited exceptional accuracy, with an AUC value of 0.922. …”
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Scenario Simulation of Ecosystem Services Based on Land Use/Land Cover Change in the Bailong River Basin, in China by Shuangying Li, Yanyan Zhou, Dongxia Yue, Zhongling Guo, Zhi Li

“…Among the scenarios, SSP1-2.6 had the highest representation, followed by the SSP2-4.5, while the SSP5-8.5 had the lowest proportion. …”
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Protocol for Rhapsody: a longitudinal observational study examining the feasibility of speech phenotyping for remote assessment of neurodegenerative and psychiatric disorders by Allan H Young, Rebecca Strawbridge, Ammar Al-Chalabi, Dag Aarsland, Aleksandra Podlewska, Ray Chaudhuri, Elliot Hampsey, Marton Meszaros, Caroline Skirrow, Rosie H Taylor, Lazarus Chok, Jack Weston, Emil Fristed, Olabisi Awogbemila

“…Participants will then remotely self-administer speech tasks and follow-up symptom scales over a 4-week period. The primary objective is to assess the feasibility of remote collection of continuous narrative speech across a wide range of NPDs using self-administered speech tasks. …”
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Development and external validation of a dynamic nomogram for predicting the risk of functional outcome after 90 days in patients with acute intracerebral hemorrhage by Shaojie Li, Hongjian Li, Jiani Chen, Baofang Wu, Jiayin Wang, Chaocan Hong, Changhu Yan, Weizhi Qiu, Yasong Li, Hongzhi Gao

“…In this study, adverse outcomes were defined as a Modified Rankin Scale (mRS) score of 3–6 at 90 days post-ICH onset, as assessed during follow-up. Later, least absolute shrinkage and selection operator (LASSO) regression and multifactorial logistic regression were used to screen the variables and construct a nomogram. …”
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Psychophysiological components of the activities of operators of nuclear power plants as a factor of accidents in the conditions of the threat of social catastrophe by O.A. Shevchenko, O.V. Sheviakov, V.V. Kornienko, I.A. Burlakova, Y.A. Slavska, N.I. Zhyhaylo, V.V. Vakulik, I.S. Ostapenko, O.A. Gerasimchuk, E.Y. Doroshenko, V.V. Prykhodko, S.A. Chernihivska, O.M. Ivchenko, V.M. Tychonovych, S.B. Dorogan

“…It was established that the psychological, physiological and psychophysiological characteristics of these operators are followed by increased reactive anxiety, decreased indicators of well-being, activity, mood, reduction in functional reserves of the cardiorespiratory system, mental and physical capacity. …”
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Predictive factors of thrombosis during autologous stem cell transplantation in multiple myeloma: Experience from EHU Oran (Algeria) by Mohammed Amine BEKADJA, Brahim BENZINEB, Mansour BELKACEM, Hafida OUDJERIOUAT, Badra ENTASOLTAN, Soufi OSMANI, Kamila AMANI, Samira BOUCHAMA, Leila CHAREF, Mohamed BRAHIMI, Abdessamad ARABI, Rachir Amar BOUHASS, Nabil YAFOUR

“…Thepredictive factors studied are: age, co-morbidities, use of IMiDs, use of Granocyte colony stimualing factor in mobilization, the central venous catheter insertion site, cytapheresis count, CD34+ perfused, and finally deep venous thrombosis prophylaxis by a low molecular weight heparin .The statistical analysis focused on a univariate study, followed by a multivariate analysis using binary logistic regression. …”
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Impact of infection in patients with non-ST elevation acute coronary syndrome undergoing percutaneous coronary intervention: insight from a multicentre observational cohort from Ch... by Jun Li, Lei Jiang, Wei Chen, Ning Tan, Wei Guo, Ji-yan Chen, Yuan-hui Liu, Peng-cheng He, Peng-Yuan Chen, Chong-Yang Duan, Xue-Biao Wei, Yin-Lin Zhou, Zhu-Jun Chen, Jian-Fang Luo, Dan-Qing Yu, Qing-Shan Geng, Chun-Ying Lin, Zhi-Qiang Guo, Yan-Song Guo, Yi-Yue Chen, Wen-Sheng Li

“…The secondary outcomes included all-cause death and major bleeding during follow-up and in-hospital myocardial infarction.Results Of the 5215 patients, 206 (3.95%) acquired infection. …”
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Particle emission and thermal efficiency analysis of a diesel vehicle using biodiesel and a platinum metallic partial-flow particulate filter by Huy Quang Dang, Mi Zwe Mon Phyo, Poonnut Thaeviriyakul, Plan Teekatasn Cosh, Mek Srilomsak, Therdsak Petblengsri, Ittipol Pawarmart, Sompong Srimanosaowapak, Hidenori Kosaka, Preechar Karin

“…This was done to evaluate brake-specific fuel consumption and brake thermal efficiency under steady-state conditions. The second test followed the new European driving cycle to examine emission factors of regulated pollutants under both urban and highway driving conditions. …”
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Predictors of Cardiovascular Autonomic Neuropathy Onset and Progression in a Cohort of Type 1 Diabetic Patients by M. Matta, A. Pavy-Le Traon, S. Perez-Lloret, C. Laporte, I. Berdugo, N. Nasr, H. Hanaire, J. M. Senard

“…Hereby, we assessed the rate and the major risk factors for CAN initiation and progression in a cohort of type 1 diabetic patients followed over a three-year period. Methods. 175 type 1 diabetic patients (mean age: 50 ± 11 years; female/male: 76/99) with positive bedside screening for CAN were included and underwent 2 standardized autonomic testings using 4 standardized tests (deep breathing, Valsalva maneuver, 30/15 ratio, and changes in blood pressure during standing), separated by 3 ± 1 years. …”
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Income Dynamics and Risk of Colorectal Cancer in Individuals With Type 2 Diabetes: A Nationwide Population-based Cohort Study by Yong-Moon Mark Park, Benjamin C. Amick III, Pearl A. McElfish, Clare C. Brown, Mario Schootman, Marie-Rachelle Narcisse, Seong-Su Lee, Yoon Jin Choi, Kyungdo Han

“…Methods: Using nationally representative data from the Korean Health Insurance Service database, 1,909,492 adults aged 30 to 64 years with T2DM and no history of cancer were included between 2009 and 2012 (median follow-up of 7.8 years). We determined income levels based on health insurance premiums and assessed annual income quartiles for the baseline year and the four preceding years. …”
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Pushing the Atacama Large Millimeter/submillimeter Array to the Limit: 140 pc Resolution Observations of a z = 6.6 Quasar–Galaxy Merger Resolve Strikingly Different Morphologies of... by Romain A. Meyer, Bram Venemans, Marcel Neeleman, Roberto Decarli, Fabian Walter

“…The 200 pc resolved [C ii ]/FIR ratio follows the global relation with the FIR surface brightness established in low- and high-redshift galaxies, even at the quasar location. …”
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Mesenchymal Stem Cell Therapy for Diabetic Kidney Disease: A Review of the Studies Using Syngeneic, Autologous, Allogeneic, and Xenogeneic Cells by Christian Sávio-Silva, Stephany Beyerstedt, Poliana E. Soinski-Sousa, Expedito B. Casaro, Maria Theresa A. Balby-Rocha, Antônio Simplício-Filho, Jamille Alves-Silva, Érika B. Rangel

“…Future directions include strategies to reduce MSC heterogeneity, standardized protocols for isolation and expansion of those cells, and the development of well-designed large-scale trials to show significant efficacy during a long follow-up, mainly in individuals with DKD.…”
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Cardiovascular function shows early impairment in asymptomatic adolescents diagnosed with type 1 diabetes mellitus: an ultrasound-derived myocardial work study by Martina Ghirardo, Martina Ghirardo, Irene Cattapan, Irene Cattapan, Jolanda Sabatino, Jolanda Sabatino, Alice Pozza, Alice Pozza, Jennifer Fumanelli, Jennifer Fumanelli, Martina Avesani, Joaquin Gutierrez De Rubalcava Doblas, Carlo Moretti, Biagio Castaldi, Giovanni Di Salvo

“…This study aims to provide a comprehensive non-invasive cardiovascular evaluation of T1D adolescents using both conventional and advanced echocardiography.MethodsWe enrolled 31 patients, aged between 13 and 19 years, who were diagnosed with T1D for at least 10 years and were followed up by the Paediatric Diabetology Unit of our institution. …”
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Association of immune-related adverse events with the outcomes of immune checkpoint inhibitors in patients with dMMR/MSI-H metastatic colorectal cancer by Chiara Cremolini, Sara Lonardi, Filippo Pietrantonio, Francesca Corti, Elisabetta Fenocchio, Massimiliano Salati, Margherita Ambrosini, Michael J Overman, Lisa Salvatore, Rossana Intini, Priya Jayachandran, Javier Ros, Maria Elena Elez, Marwan Fakih, Aakash Tushar Shah, Rosalba Miceli, Monica Niger, Vincenzo Nasca, Giacomo Mazzoli, Francesco Barretta

“…Clearly, the irAE burden is not a baseline information, thus it was modeled as a time-dependent variable in univariable and multivariable Cox models.Results Among 331 patients, irAEs were reported in 144 (43.5%) patients. After a median follow-up time of 29.7 months, patients with higher burden of skin, endocrine and musculoskeletal irAEs (the latter two’s effect was confirmed at multivariable analysis) had longer overall survival (OS), as opposed to gastrointestinal, pneumonitis, neurological, liver, renal and other irAEs, which showed an harmful effect. …”
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Prediction of digestible energy requirement in growing finishing stage of pigs using machine learning models by Nibas Chandra Deb, Jayanta Kumar Basak, Sijan Karki, Elanchezhian Arulmozhi, Dae Yeong Kang, Niraj Tamrakar, Eun Wan Seo, Junghoo Kook, Myeong Yong Kang, Hyeon Tae Kim

“…The ranking of model's performance under DS4 was as follows: RFR > MLP > SVR > MLR. Most importantly, the sensitivity analysis revealed that BW exerted the most significant impact on predicting DER among other variables. …”
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Urinary exosomal miRNA-451a can be used as a potential noninvasive biomarker for diagnosis, reflecting tubulointerstitial damage and therapeutic response in IgA nephropathy by Qiong Zhang, Yan Zhao, Yankun Luo, Songjia Guo, Haizhu Hou, Xiaoli Han, Yun Zhou

“…Additionally, the uE miR-451a level could distinguish patients with IgAN with mild tubular atrophy/interstitial fibrosis from those with severe tubular atrophy/interstitial fibrosis. After a mean follow-up of 14.2 months, the levels of eGFR loss (ml/min/1.73 m2/year) were negatively correlated with baseline miR-451a. …”
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Evolution paths of urban forms influenced by landforms: Asynchrony but convergence by Chao Yang, Qiyan Huang, Qiong Xian, Meng Yuan, Xiaoming Cong, Lisha Xun, Jianxiong Cheng, Hongyi Pan

“…Principal component analysis and hierarchical clustering are then employed to classify urban form types, revealing evolution patterns and trends across various landforms. The findings are as follows: (1) Urban forms in Sichuan are categorized into five types. …”
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Using satellite-based Sun-induced chlorophyll fluorescence and spectral reflectance for improving terrestrial CO2 flux estimates of India by Aparnna Ravi, Dhanyalekshmi Pillai, Christoph Gerbig, Stephen Sitch, Sönke Zaehle, Vishnu Thilakan, Chandra Sekhar Jha, Thara Anna Mathew

“…To address this, we explore the potential of satellite measurements from various missions such as Sentinel-5 Precursor and the Orbiting Carbon Observatory-2 to improve terrestrial biosphere CO _2 fluxes of India. We follow a data-driven approach, which simulates spatial and temporal distributions of gross primary productivity (GPP), net ecosystem exchange (NEE), and ecosystem respiration (R _eco ). …”
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Predictive factors of thrombosis during autologous stem cell transplantation in multiple myeloma: Experience from EHU Oran (Algeria) by Mohammed Amine BEKADJA, Brahim BENZINEB, Mansour BELKACEM, Hafida OUDJERIOUAT, Badra ENTASOLTAN, Soufi OSMANI, Kamila AMANI, Samira BOUCHAMA, Leila CHAREF, Mohamed BRAHIMI, Abdessamad ARABI, Rachir Amar BOUHASS, Nabil YAFOUR

“…Thepredictive factors studied are: age, co-morbidities, use of IMiDs, use of Granocyte colony stimualing factor in mobilization, the central venous catheter insertion site, cytapheresis count, CD34+ perfused, and finally deep venous thrombosis prophylaxis by a low molecular weight heparin .The statistical analysis focused on a univariate study, followed by a multivariate analysis using binary logistic regression. …”
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