Qualitative application of the diffusion of innovation theory to maternity waiting homes in rural Zambia by Jeanette L. Kaiser, Rachel M. Fiorillo, Taryn Vian, Thandiwe Ngoma, Kayla J. Kuhfeldt, Michelle L. Munro-Kramer, Davidson H. Hamer, Misheck Bwalya, Viviane R. Sakanga, Jody R. Lori, Eden Ahmed Mdluli, Peter C. Rockers, Godfrey Biemba, Nancy A. Scott

“…Half lived in catchment areas where new quality MWHs were constructed, half in catchment areas with standard of care (ranging from low quality community structures to no MWH). …”
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Heterogeneous nuclear ribonucleoprotein C promotes non-small cell lung cancer progression by enhancing XB130 mRNA stability and translation by Qinrong Wang, Xuanjing Gou, Lingling Liu, Daolan Deng, Yan Zhao, Jianjiang Zhou, Yuan Xie, Yinhui Jiang, Jianglun Li, Jian Zhang, Ying Liu

“…Subsequently, several stable cell lines were constructed. The proliferation, migration, invasion, and epithelial-mesenchymal transition (EMT) of these cells were detected through Real-time cellular analysis, adherent colony formation, wound healing assay, invasion assay, and Western blotting. …”
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Spatial deconvolution from bulk DNA methylation profiles determines intratumoral epigenetic heterogeneity by Binbin Liu, Yumo Xie, Yu Zhang, Guannan Tang, Jinxin Lin, Ze Yuan, Xiaoxia Liu, Xiaolin Wang, Meijin Huang, Yanxin Luo, Huichuan Yu

“…The most variable methylated probes were selected to construct a DNA methylation-based heterogeneity (MeHEG) estimation tool that can deconvolve the proportion of each reference tumor region with the support vector machine model-based method. …”
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High-throughput methylation sequencing reveals novel biomarkers for the early detection of renal cell carcinoma by Wenhao Guo, Weiwu Chen, Jie Zhang, Mingzhe Li, Hongyuan Huang, Qian Wang, Xiaoyi Fei, Jian Huang, Tongning Zheng, Haobo Fan, Yunfei Wang, Hongcang Gu, Guoqing Ding, Yicheng Chen

“…Using a training set from The Cancer Genome Atlas (TCGA) dataset of 443 early-stage RCC tumors and matched normal tissues, we applied LASSO regression and identified 23 methylation signatures. We then constructed a random forest-based diagnostic model for early-stage RCC and validated the model using two independent datasets: a TCGA set of 460 RCC tumors and controls, and a blood sample set from our study of 15 RCC cases and 29 healthy controls. …”
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A new prognostic model for predicting overall survival and progression-free survival in unresectable hepatocellular carcinoma treated with the FOLFOX-HAIC regimen based on patient... by Qiuyao Zeng, Zehong Zhou, Ji Zhang, Rongzeng Cai, Hongwei Yang, Pengfei Chen, Linfang Li

“…We divided the patients into a training cohort and a validation cohort, used LASSO regression construct prognostic models, predict patient’s OS and PFS based on nomograms of models. …”
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Sex and APOE genotype modulate neuropsychological profile and depression in temporal lobe epilepsy by Francesco Bruno, Francesco Bruno, Patrizia Spadafora, Ida Veltri, Mario L. Cuconati, Francesca Condino, Annamaria Cerantonio, Selene De Benedittis, Beatrice M. Greco, Beatrice M. Greco, Gemma Di Palma, Olivier Gallo, Luigi Citrigno, Antonio Qualtieri, Maurizio Cundari, Maurizio Cundari, Maurizio Cundari, Francesca Cavalcanti

“…However, the combined effects of APOE genotype and sex on cognitive performance and depression in temporal lobe epilepsy have not been previously investigated.ObjectiveThis study aims to (i) identify impaired cognitive performance and clinically relevant depression; (ii) explore the interaction between sex and APOE ε4 genotype on cognitive performance and depression in individuals with temporal lobe epilepsy.MethodsWe used a comprehensive battery of neuropsychological tests to assess domains such as learning and memory, attention, executive functions, language, and visuo-spatial constructional skills and the Hamilton Depression Rating Scale. …”
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Proteomic analysis to explore potential mechanism underlying pseudomale sperm defect in Cynoglossus semilaevis by Xihong Li, Lu Li, Zhongkai Cui, Ming Li, Xuexue Sun, Zhijie Li, Zhangfan Chen, Lanqing Ding, Dongdong Xu, Wenteng Xu

“…A protein-protein interaction (PPI) network was further constructed to understand the relationship of the DEPs. …”
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The risk of repeated self-harm and suicide after emergency department presentation with self-harm in mental health presenters: a retrospective cohort study with data linkage in Que... by Richard A.F. Pellatt, David R. Painter, Jesse T. Young, Kairi Kõlves, Gerben Keijzers, Stuart A. Kinner, Ed Heffernan, Julia Crilly, Marc Broadbent, Amy Johnston, Melinda Martin-Khan, Paul Scuffham, Marianne Wallis, Ping Zhang

“…Primary outcomes were re-presentation with self-harm, or death by suicide. We constructed a multivariable Cox regression model to identify independent risk factors for re-presentation with self-harm, or death by suicide. …”
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Timber and carbon sequestration potential of Chinese forests under different forest management scenarios by Hui-Ling Tian, Jian-Hua Zhu, Xiang-Dong Lei, Xin-Yun Chen, Li-Xiong Zeng, Zun-Ji Jian, Fu-Hua Li, Wen-Fa Xiao

“…This study utilised the national forest inventory (NFI) data to construct a model of forest growth and consumption using a machine learning algorithm (i.e. random forest), identified suitable areas for future forest expansion by integrating multi-source data, and set up three future forest management scenarios: business as usual (BAU), enhanced policy scenario (EPS) and maximum potential scenario (MPS). …”
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3D-QSAR, design, molecular docking and dynamics simulation studies of novel 6-hydroxybenzothiazole-2-carboxamides as potentially potent and selective monoamine oxidase B inhibitors by Dong Xie, Dong Xie, Yongzheng Tian, Li Cao, Penghang Guo, Penghang Guo, Zhibiao Cai, Jie Zhou

“…Background6-hydroxybenzothiazole-2-carboxamide is a novel, potent and specific inhibitor of monoamine oxidase B (MAO-B), which can be used to study the molecular structure and develop new neuroprotective strategies.ObjectiveThe aim of this study was to create an effective predictive model from 6-hydroxybenzothiazole-2-carboxamide derivatives to provide a reliable predictive basis for the development of neuroprotective MAO-B inhibitors for the treatment of neurodegenerative diseases.MethodsFirst, the compounds were constructed and optimized using ChemDraw and Sybyl-X software. …”
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Characteristic alterations of gut microbiota and serum metabolites in patients with chronic tinnitus: a multi-omics analysis by Jiang Wang, Jia-Hui Xiang, Xu-Yuan Peng, Min Liu, Le-Jia Sun, Min Zhang, Li-Yuan Zhang, Zhi-Bin Chen, Zheng-Quan Tang, Lei Cheng

“…The random forest technique was utilized to select metabolites and gut taxa to construct predictive models. A pronounced gut dysbiosis in the tinnitus group, characterized by reduced bacterial diversity, an increased Firmicutes/Bacteroidetes ratio, and some opportunistic bacteria including Aeromonas and Acinetobacter were enriched. …”
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Lower limb coordination patterns following anterior cruciate ligament reconstruction: A longitudinal study by Cortney Armitano-Lago, Elizabeth Bjornsen, Caroline Lisee, Ashley Buck, Christin Büttner, Adam W. Kiefer, Todd A. Schwartz, Brian Pietrosimone

“…Comprehensive general linear mixed models were constructed to compare between-limb and within-limb coordination outcomes over time post-ACLR and a between-group comparison across timepoints. …”
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Validation study of synthetic models for esophageal atresia with tracheoesophageal fistula (EA/TEF): A simulation-based training in pediatric surgery by Zahradníková Petra, Hnilicová Silvia, Lindák Martin, Pechanová Rebeka, Števková Dominika, Vitovič Pavol, Laurovičová Miroslava, Horn František, Tvrdoň Tomáš, Babala Jozef

“…Further studies are needed to prove construct validity.…”
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Pan-cancer analysis of the transcriptional expression of histone acetylation enzymes in solid tumors defines a new classification scheme for gliomas by Junhao Zhang, Lingbo Li, Aiwei Tang, Chucheng Wang, Yupeng Wang, Yongqi Hu, Guangting He, Guangting He, Wangjun Liao, Wangjun Liao, Wangjun Liao, Rui Zhou

“…Considering the distinctive clinical characteristics of patients with AC-GII and AC-GV, we constructed the “ACG score” model capable of effectively recognizing patients with these subtypes and predicting patient prognosis.ConclusionHerein, we established novel biologically and clinically relevant molecular classifications for pan-solid tumors and gliomas based on transcriptional expression profiles of HATs and HDACs. …”
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A qualitative study of stigma in patients with low anterior resection syndrome of rectal cancer (直肠癌低位前切除综合征患者病耻感的质性研究) by WEN Ruizhen (温瑞珍), CHEN Piao (陈飘), LI Yalan (李亚兰), CAO Aifang (曹爱芳), WANG Miaolan (王淼兰), ZHENG XiaoXuan (郑筱暄), PENG Hui (彭慧)

“…The descriptive qualitative study was used to conduct face-to-face semi-constructive interviews with patients, and the recording materials were processed by Nvivo12. 0 software. …”
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MRI delta radiomics during chemoradiotherapy for prognostication in locally advanced cervical cancer by Kari S. Wagner-Larsen, Njål Lura, Ankush Gulati, Stian Ryste, Erlend Hodneland, Kristine E. Fasmer, Kathrine Woie, Bjørn I. Bertelsen, Øyvind Salvesen, Mari K. Halle, Noeska Smit, Camilla Krakstad, Ingfrid S. Haldorsen

“…Two radiomic signatures for predicting PFS were constructed by least absolute shrinkage and selection operator (LASSO) Cox regression: Deltarad (from delta features) and Pre-CCRTrad (from pre-CCRT features). …”
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Comparative analysis of the human microbiome from four different regions of China and machine learning-based geographical inference by Yinlei Lei, Min Li, Han Zhang, Yu Deng, Xinyu Dong, Pengyu Chen, Ye Li, Suhua Zhang, Chengtao Li, Shouyu Wang, Ruiyang Tao

“…Individuals from the four regions could be distinguished and predicted based on a model constructed using the random forest algorithm, with the predictive effect of palmar microbiota being better than that of oral and nasal cavities. …”
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Brucea javanica oil inhibited the proliferation, migration, and invasion of oral squamous carcinoma by regulated the MTFR2 pathway by Yihan Lai, Yihan Lai, Mingkang Li, Mingkang Li, Juan Zhan, Juan Zhan, Lin Jiang, Lin Jiang, Yuan Wu, Zhiyi Fang, Jianhan Zhou, Jianhan Zhou, Yujie Ma, Yisen Shao, Yisen Shao, Wei Wang, Wei Wang

“…MTFR2 knockdown (shRNA) and overexpression (cDNA) OSCC cells were constructed to evaluate the effect of MTFR2 on the proliferation and invasion of OSCC cells. …”
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Identification of the crucial circ-mi-mRNA interaction networks regulating testicular development and spermatogenesis in ganders by Xiaopeng Li, Xiaoyong He, Guibi Li, Zhujun Wang, Fuli Huang, Jiasen Chen, Yang Song, Tanze Liu, Zhaoyan Chen, Xiangfeng Wang, Jiwei Hu, Hua He, Hehe Liu, Liang Li, Jiwen Wang, Shenqiang Hu

“…Subsequent functional enrichment analysis revealed that most of the DEGs and the target genes of DEcircRNAs and DEmiRNAs were significantly enriched in either the biological processes related to male gonad development, spermatid development, and regulation of cell differentiation or the KEGG terms including the MAPK, TGF-beta, Wnt, and cell cycle signaling pathways. By constructing the core ceRNA regulatory networks, several key DEcircRNAs, including 1:98100313|98104995, 1:171413706|171419341, 6:3414226|3418193, and 2:115876735|115880760, were identified to regulate the expression of TGFB2 and BCL2 through interactions with specific miRNAs such as novel-miR-265 and novel-miR-266, and such interactions could play crucial roles in regulating the gander testicular cell apoptosis, proliferation, and spermatogenesis. …”
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Refining Established Practices for Research Question Definition to Foster Interdisciplinary Research Skills in a Digital Age: Consensus Study With Nominal Group Technique by Jana Sedlakova, Mina Stanikić, Felix Gille, Jürgen Bernard, Andrea B Horn, Markus Wolf, Christina Haag, Joel Floris, Gabriela Morgenshtern, Gerold Schneider, Aleksandra Zumbrunn Wojczyńska, Corine Mouton Dorey, Dominik Alois Ettlin, Daniel Gero, Thomas Friemel, Ziyuan Lu, Kimon Papadopoulos, Sonja Schläpfer, Ning Wang, Viktor von Wyl

“…However, there is a lack of structured teaching courses and guidance on how to effectively and constructively bridge different disciplines and research approaches. …”
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