PPARD May Play a Protective Role for Major Depressive Disorder by Tao Yang, Juhua Li, Liyuan Li, Xuehua Huang, Jiajun Xu, Xia Huang, Lijuan Huang, Kamil Can Kural

“…To explore the potential connection between PPARD and MDD, we first conducted a literature-based data mining to construct a PPARD-driven MDD regulating network. Then, we tested the PPARD expression changes in MDD patients from 18 independent MDD RNA expression datasets, followed by coexpression analysis, multiple linear regression analysis, and a heterogeneity analysis to study the influential factors for PPARD expression levels. …”
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ESO-Based Direct Model-Free Adaptive Predictive Compensation Control for Permanent Magnet Synchronous Motors by Yang Liu, Guangxu Zhou, Lei Guo, Zibo Sun

“…The primary advantage of the proposed control method lies in its novel framework for directly constructing a predictive compensation controller, which simplifies the controller structure design process by reducing it to a parameter-optimization problem. …”
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Risk assessment and prediction of occult uterine sarcoma in patients with presumed uterine fibroids before high-intensity focused ultrasound treatment by Qian Wang, Zhenjiang Lin, Xiaogang Zhu, Yangyang Wang, Ying Zhang, Min He, Lian Zhang

“…A prediction model was constructed based on the coefficients of the risk factors.Results The multivariate analysis revealed abnormal vaginal bleeding, ill-defined boundary of tumor, hyperintensity on T2WI, and central unenhanced areas as independent risk factors. …”
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Characterizing large deformation of soft rock tunnel using microseismic monitoring and numerical simulation by Yuepeng Sun, Nuwen Xu, Peiwei Xiao, Zhiqiang Sun, Huailiang Li, Jun Liu, Biao Li

“…Surrounding rock deterioration and large deformation have always been a significant difficulty in designing and constructing tunnels in soft rock. The key lies in real-time perception and quantitative assessment of the damaged area around the tunnel. …”
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Latent profile analysis of burnout, depression, and anxiety symptoms among Chinese medical staff with frontline anti-epidemic experience in the post-COVID-19 pandemic era by Huachun Xu, Lanjun Qiu, Yu Chen, Mengjun Zhang, Junyi Li, Guochun Xiang

“…Symptoms of burnout, depression, and anxiety did not move in lock-step, indicating that they are different and robust constructs. Targeted intervention strategies should be developed for different subgroups.…”
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PMAIP1-mediated glucose metabolism and its impact on the tumor microenvironment in breast cancer: Integration of multi-omics analysis and experimental validation by Yidong Zhang, Hang Xu, Xuedan Han, Qiyi Yu, Lufeng Zheng, Hua Xiao

“…Genes with significant prognostic value were identified, and immune infiltration analysis was conducted, and a prognostic model was constructed based on the results of these analyses. …”
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Identifying Optimal Variables to Predict Soil Organic Carbon in Sandy, Saline, and Black Soil Regions: Remote Sensing, Terrain, or Climate Factors? by Liping Wang, Huanjun Liu, Xiang Wang, Xiaofeng Xu, Liyuan He, Chong Luo, Yong Li, Xinle Zhang, Deqiang Zang, Shufeng Zheng, Xiaodan Mei

“…This study provides valuable information for constructing a more precise soil prediction strategy for cultivated land in sandy, saline, and black soil regions.…”
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Numerical Simulations of GFRP-Reinforced Columns Having Polypropylene and Polyvinyl Alcohol Fibers by Liaqat Ali, Ahsan Nawaz, Yong Bai, Ali Raza, Muhammad Kashif Anwar, Syyed Adnan Raheel Shah, Syed Safdar Raza

“…A total of six GFHF circular columns were constructed having a circular cross section of 250 mm and a height of 1200 mm. …”
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Modes at Guangzhou Urban Rail Transit Stations by CAI Hanzhe, LIN Junyan, WANG Zhi, YE Xiafei

“…［Method］ Based on the on-site investigations of the inbound passenger flow connection data of Nancun Wanbo Station, Tonghe Station and other stations in Guangzhou urban rail transit under different weather conditions, on the basis of the traditional MNL (Multinomial Logit) model, and in consideration of the impact of weather and differences in the inbound and outbound connection characteristics, an improved model for classifying the passenger flow transportation connection modes at urban rail transit stations based on the MNL model is constructed, and calibrated by using the data from the questionnaire surveys. …”
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LipBengal: Pioneering Bengali lip-reading dataset for pronunciation mapping through lip gesturesHugging Face by Md. Tanvir Rahman Sahed, Md. Tanjil Islam Aronno, Hussain Nyeem, Md. Abdul Wahed, Tashrif Ahsan, R Rafiul Islam, Tareque Bashar Ovi, Manab Kumar Kundu, Jane Alam Sadeef

“…Detailed annotations extend from phoneme- level classifications to full sentence constructions, providing a granular and comprehensive dataset. …”
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Participation of Energy Storage Batteries in Primary Frequency Control for Power Grid Considering Dynamic Frequency Inertia Characteristics by CAI Zhenhua, LI Canbing, YANG Tongguang, WEI Juan, GE Rui, LI Lixiong

“…To utilize the inertial support and primary frequency regulation capability of the energy storage batteries for the grid, an additional active power module is constructed, and the active power generated by the virtual inertial control and droop control strategies of the energy storage batteries are used as additional power for variable rotor inertial control and output feedback model predictive control, respectively. …”
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A global gross primary productivity of sunlit and shaded canopies dataset from 2002 to 2020 via embedding random forest into two-leaf light use efficiency modelZenodo by Zhilong Li, Ziti Jiao, Ge Gao, Jing Guo, Chenxia Wang, Sizhe Chen, Zheyou Tan

“…Furthermore, the RF submodule was embedded into the TL-CLUE model to construct the hybrid model (TL-CRF), which was trained and evaluated based on global eddy covariance (EC) site data from the AmeriFlux and FLUXNET2015 datasets. …”
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Counterfactual analysis of extreme events in urban flooding scenarios by Xiaolan Chen, Hongtao Li, Haijun Yu, Enguang Hou, Sulin Song, Hongjian Shi, Yikai Chai

“…Scenario 1 and Scenario 2 were based on actual events that occurred in Zhengzhou City, and Scenario 3 was constructed using design patterns with return periods of 100-year, 200-year and 500-year. …”
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Time pressure in surgical teams, a help or a hindrance to patient safety? by Annet van Harten, Theo J.H. Niessen, Jur J. Koksma, Hein G. Gooszen, Tineke A. Abma

“…Conclusions: Rather than being workload-driven, time pressure emerged as a co-constructed outcome of conflicting priorities and the preservation of affective relationships. …”
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Comprehensive analysis of ESCRT transcriptome-associated signatures and identification of the regulatory role of LMO7-AS1 in osteosarcoma by Shibing Zhao, Dasheng Tian, Fei Huang, Lei Wang, Jinhao Cheng, Zhitao He, Qitian Shen, Shuai Liang, Deliang Gong, Jun Liu, Chengfeng Yi, Chun Zhang, Erbao Bian, Juehua Jing, Tao Wang

“…Moreover, ERG signature score was found to be associated with the response of OS patients to immunotherapy and anticancer drugs. Additionally, we constructed a prognostic signature consisting of 10 ESCRT-related long noncoding RNAs (ERLs) that effectively predicted the prognosis of OS patients. …”
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Stabilization of Soft Clay Soil by the Reinforcement of Single Bottom Ash Silica Fume (BASF) Column by Ng Jun Shen, Muzamir Hasan, Tan Kah Yee

“…This research examined the utilization of bottom ash mixed with silica fume in the ground improvement technique by constructing columns beneath the soft clay. Utilizing the bottom ash was an effective method and easily available in the market and the application of silica fume in the study improved the result through its pozzolanic characteristics. …”
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Identification of fatty acid anabolism patterns to predict prognosis and immunotherapy response in gastric cancer by Weijie Sun, Yanhong Xia, Feifan Jin, Jinghao Cao, Gaoping Wu, Keyi Li, Yanhua Yu, Yunyi Wu, Gaoqi Ye, Ke Xu, Dengpan Liu, Weidong Jin

“…Importantly, a distinctive FA-score was constructed through the principal component analysis to quantify the characteristics of fatty acid anabolism in each GC patient. …”
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Comparative Transcriptome Analysis Reveals Molecular Defensive Mechanism of Arachis hypogaea in Response to Salt Stress by Hao Zhang, Xiaobo Zhao, Quanxi Sun, Caixia Yan, Juan Wang, Cuiling Yuan, Chunjuan Li, Shihua Shan, Fengzhen Liu

“…Six transcriptome sequencing libraries including 24-hour salt treatments and control samples were constructed from the young leaves of peanut. A comprehensive analysis between two groups detected 3,425 differentially expressed genes (DEGs) including 2,013 upregulated genes and 1,412 downregulated genes. …”
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FTA-Net: Frequency-Temporal-Aware Network for Remote Sensing Change Detection by Taojun Zhu, Zikai Zhao, Min Xia, Junqing Huang, Liguo Weng, Kai Hu, Haifeng Lin, Wenyu Zhao

“…In addition, a supervised learning module is constructed to reweight features to efficiently aggregate multilevel features from high-level to low-level. …”
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ALMA Observations of Massive Clouds in the Central Molecular Zone: External-pressure-confined Dense Cores and Salpeter-like Core Mass Functions by Zhenying Zhang, Xing Lu, Tie Liu, Sheng-Li Qin, Adam Ginsburg, Yu Cheng, Hauyu Baobab Liu, Daniel L. Walker, Xindi Tang, Shanghuo Li, Qizhou Zhang, Thushara Pillai, Jens Kauffmann, Cara Battersby, Siyi Feng, Suinan Zhang, Qi-Lao Gu, Fengwei Xu, Wenyu Jiao, Xunchuan Liu, Li Chen, Qiu-yi Luo, Xiaofeng Mai, Zi-yang Li, Dongting Yang, Xianjin Shen, Meizhu Liu, Zhiqiang Shen

“…We determine their masses using the 1.3 mm dust continuum and derived temperatures, and then evaluate their virial parameters using the H _2 CO and/or CH _3 CN linewidths and construct the core mass functions (CMFs). We find that the contribution of external pressure is crucial for the virial equilibrium of the dense cores in the three clouds, which contrasts with the environment in the Galactic disk where dense cores are already bound, even without the contribution of external pressure. …”
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