Identification of Critical Signature in Post‐Traumatic Stress Disorder Using Bioinformatics Analysis and in Vitro Analyses by Lifen Liu, Yang Liu, Rui Li, Yue Teng, Shuyang Zhao, Jinhong Chen, Changjiang Li, Xinyu Hu, Lin Sun

“…Weighted gene co‐expression network analysis (WGCNA) was employed to examine gene correlation patterns. Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses were performed for functional annotation and enrichment analysis, respectively. …”
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Modelling height to crown base using non-parametric methods for mixed forests in China by Zeyu Zhou, Huiru Zhang, Ram P. Sharma, Xiaohong Zhang, Linyan Feng, Manyi Du, Lianjin Zhang, Huanying Feng, Xuefan Hu, Yang Yu

“…Because of the different genetic characteristics and growth patterns of different tree species, species-specific tree groups were formed, and the HCB of each species-specific group was simulated by the different models. …”
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Comparing propofol anaesthesia guided by Bispectral Index monitoring and frontal EEG wave analysis with standard monitoring in laparoscopic surgery: protocol for the ‘EEG in Genera... by Luzius A Steiner, Salome Dell-Kuster, Bettina U Gruber, Valerie Girsberger, Lukas Kusstatscher, Simon Funk, Anita Luethy, Lien Jakus, Julien Maillard, Christoph S Burkhart

“…Anaesthesia practitioners can learn to interpret the EEG in a short tutorial and may be quicker and more accurate thanBIS in assessing anaesthesia depth by recognising EEG patterns. We hypothesise that quality of recovery (QoR) in patients undergoing laparoscopic surgery is better, if propofol is titrated by anaesthesia practitioners able to interpret the EEG.Methods and analysis This is a multicentre, double-blind (patients and outcome assessors) randomised controlled trial taking place in four Swiss hospitals. …”
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Predictors of treatment outcome in higher levels of care among a large sample of adolescents with heterogeneous eating disorders by Erin E. Reilly, Sasha Gorrell, Alan Duffy, Dan V. Blalock, Philip Mehler, Harry Brandt, Susan McClanahan, Kianna Zucker, Naomi Lynch, Simar Singh, Catherine R. Drury, Daniel Le Grange, Renee D. Rienecke

“…Psychiatric comorbidity, primary diagnosis, age, and eating disorder symptoms at admission consistently predicted treatment-related change, although patterns in findings varied across symptoms. Conclusions Data from our sample are consistent with past work suggesting that adolescents enrolled in higher levels of care report clinical benefit; however, these effects are heterogenous, and a significant portion of individuals may not report reliable change in symptoms. …”
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Repetition of Prediabetes Enhances the Risk of Developing Diabetes by Yoshihiro Numata, Toshihide Ohya, Yasuhiko Nitta, Yumiko Yoshinaka, Azusa Shogakiuchi, Akihiro Toyota

“…Moreover, all subjects were categorized into 8 patterns when PD3 status was positive. Then, we surveyed the development of diabetes for 5 years, and the incidence rates (IRs) and the age- and sex-adjusted odds ratios (ORs) were obtained. …”
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Predicting Discharge Location among Low-Energy Hip Fracture Patients Using the Score for Trauma Triage in the Geriatric and Middle-Aged (STTGMA) by Sanjit R. Konda, Hesham Saleh, Ariana Lott, Kenneth A. Egol

“…Patterns of discharge location may be evident based on the “sickness” profile of the patient. …”
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Research trends in glioma chemoradiotherapy resistance: a bibliometric analysis (2003–2023) by Shishi Yu, Jinya Wu, Yuan Jing, Ping Lin, Lang Lang, Yifan Xiong, Wangzhong Chen, Wenhua Liu, Changpeng Sun, Yuntao Lu

“…Bibliometric tools, including VOSviewer, CiteSpace, and R packages such as bibliometrix and ggplot2, were used to analyze co-authorship networks, keyword evolution, and citation bursts to identify collaboration patterns, thematic developments, and influential contributions.ResultsPublication output increased significantly between 2013 and 2022, peaking at 650 articles in 2022. …”
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Selection of suitable reference lncRNAs for gene expression analysis in Osmanthus fragrans under abiotic stresses, hormone treatments, and metal ion treatments by Yingting Zhang, Yingting Zhang, Qingyu Yan, Hui Xia, Xiangling Zeng, Xiangling Zeng, Xiangling Zeng, Jie Yang, Jie Yang, Jie Yang, Xuan Cai, Xuan Cai, Xuan Cai, Zeqing Li, Zeqing Li, Hongguo Chen, Hongguo Chen, Hongguo Chen, Jingjing Zou, Jingjing Zou, Jingjing Zou

“…The reliability of these selected RGs was further validated by analyzing the expression patterns of lnc00003036, lnc00126603, and lnc00250780. …”
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Evaluation of the relatedness between the biofilm-associated genes and antimicrobial resistance among Acinetobacter baumannii isolates in the southwest Iran by Nafiseh Hosseinzadeh Shakib, Zahra Hashemizadeh, Abolfazl Rafati Zomorodi, Reza Khashei, Yeganeh Sadeghi, Abdollah Bazargani

“…This study aims to explore the relationship between biofilm production, the presence of biofilm-associated genes, and antibiotic resistance patterns in A. baumannii isolates obtained from ICU patients. …”
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Evaluating Explainable AI Methods in Deep Learning Models for Early Detection of Cerebral Palsy by Kimji N. Pellano, Inga Strumke, Daniel Groos, Lars Adde, Espen F. Alexander Ihlen

“…Future studies should further investigate how the explanations can enhance our understanding of specific movement patterns characterizing healthy and pathological development.…”
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Evaluation of sex-based differences in below-the-knee plaque histology in patients who underwent amputation for chronic limb-threatening ischemia by Fouzul Kansul, Deborah Vela, MD, Judit Csore, MD, Bright Benfor, MD, Sasha Suarez, MD, Anahita Dua, MD, MBA, MSC, Trisha L. Roy, MD, PhD

“…Results: Male and female patients were remarkably similar across multiple plaque characteristics, including degree of stenosis, calcification severity and localization, and atherosclerotic patterns. A significant sex-based difference was noted in the presence of luminal thrombus, which was more prevalent in females (38.7% vs 25.0%; P = .016). …”
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Simulating the ENSO impact on the distribution and fate of floating litter particles in the Northern South China Sea by Ke Pang, Ke Pang, Ke Pang, Yang Feng, Yang Feng, Yang Feng, Youchang Zheng, Youchang Zheng, Youchang Zheng, Chao Fang, Xiangrong Xu, Xiangrong Xu

“…The ENSO warm (El Niño) and cold (La Niña) phases disrupt circulation patterns and modulate the amount of Pearl River runoff, thereby altering the transport pathways and grounding probabilities of floating litter. …”
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Personalized screening strategies for TP53 R337H carriers: a retrospective cohort study of tumor spectrum in Li-Fraumeni syndrome adult carriersResearch in context by Pedro A.F. Galante, Gabriela D.A. Guardia, Janina Pisani, Renata L. Sandoval, Mateus C. Barros-Filho, Ana Carolina Leite Vieira Costa Gifoni, Diogo F.C. Patrão, Patricia Ashton-Prolla, Vitor Fiorin de Vasconcellos, Claire Freycon, Arnold Levine, Pierre Hainaut, Maria Isabel Achatz

“…Here, we assessed tumor patterns and temporal trends, cancer risk, and sex differences of adult R337H carriers and carriers of other LFS-associated variants. …”
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Enhanced membrane protein production in HEK293T cells via ATF4 gene knockout: A CRISPR-Cas9 mediated approach by Byung-Jo Choi, Ba Reum Kim, Ho Joong Choi, Ok-Hee Kim, Say-June Kim

“…Single-cell analysis confirmed gene editing patterns, with NGS verifying the intended deletions. …”
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Anti-PL-7/PL-12 antisynthetase syndrome associated with interstitial lung disease following SARS-COV-2 infection and vaccination: A case study review by Laura García-Bravo, Ángela Villegas, Bárbara López Uceda, Anaís Mariscal, Cristina Vadillo, M Asunción Nieto Barbero, Juan Luis Rodríguez-Hermosa, Beatriz Mediero Valeros, José Carlos Plaza-Hernández, Miguel Fernández-Arquero, María Guzmán-Fulgencio, Gloria Candelas-Rodríguez, Silvia Sánchez-Ramón, Juliana Ochoa-Grullón

“…The study highlights the clinical and pathogenic overlap between ASS-ILD and SARS-CoV-2-related lung involvement.Both conditions share similar high-resolution computed tomography (HRCT) patterns, including inflammation and pulmonary fibrosis (PF), driven by IFN-γ signaling, which complicates accurate diagnosis. …”
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RADAR-AD: assessment of multiple remote monitoring technologies for early detection of Alzheimer’s disease by Manuel Lentzen, Srinivasan Vairavan, Marijn Muurling, Vasilis Alepopoulos, Alankar Atreya, Merce Boada, Casper de Boer, Pauline Conde, Jelena Curcic, Giovanni Frisoni, Samantha Galluzzi, Martha Therese Gjestsen, Mara Gkioka, Margarita Grammatikopoulou, Lucrezia Hausner, Chris Hinds, Ioulietta Lazarou, Alexandre de Mendonça, Spiros Nikolopoulos, Dorota Religa, Gaetano Scebba, Pieter Jelle Visser, Gayle Wittenberg, Vaibhav A. Narayan, Neva Coello, Anna-Katharine Brem, Dag Aarsland, Holger Fröhlich, on behalf of RADAR-AD

“…Results The ANCOVA results indicated significant differences between healthy and AD subjects regarding reduced physical activity, less REM sleep, altered gait patterns, and decreased cognitive functioning. The machine-learning-based analysis demonstrated that RMT-based models could identify subjects in the prodromal stage with an Area Under the ROC Curve of 73.0 %. …”
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Adjunctive diagnostic tool for histopathological classification of congenital mesoblastic nephroma based in molecular genetic findings by Hiroshi Hamada, Kenichi Kohashi, Takeshi Iwasaki, Mikiko Hashisako, Yuko Hino, Masahiro Fukuhara, Amane Kamouchi, Naonori Kawakubo, Tatsuro Tajiri, Yoshinao Oda

“…Results PCA revealed differences in mutation patterns between the EGFR-ITDs and NTRK fusion tumor groups. …”
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Distinct clinical outcomes based on multiple serum cytokine and chemokine profiles rather than autoantibody profiles and ultrasound findings in rheumatoid arthritis: a prospective... by Yukitaka Ueki, Tom W J Huizinga, René E M Toes, Shoichi Fukui, Tomoki Origuchi, Takahiro Maeda, Atsushi Kawakami, Tomohiro Koga, Naoki Matsuoka, Toshihiko Hidaka, Naoki Iwamoto, Mami Tamai, Shin-ya Kawashiri, Akitomo Okada, Ayako Nishino, Tamami Yoshitama, Takahisa Suzuki, Toshimasa Shimizu, Shimpei Morimoto, Tomomi Tsuru, Karin A J van Schie, Masahiro Ayano, Remi Sumiyoshi, Yushiro Endo, Tohru Michitsuji, Kaori Furukawa, Masataka Umeda, Nobutaka Eiraku, Hiroaki Hamada

“…Logistic regression using baseline levels of anti-citrullinated protein antibody, IgM-anti-CCP2 positivity, the CDAI, the total power Doppler score, the cluster by cytokines and chemokines, MIP-1β, methotrexate dose and mechanisms of action revealed that cluster by cytokines and chemokines was the sole significant factor for CDAI remission at 12 months.Conclusions Specific patterns of cytokines and chemokines—no other clinical factors and autoantibody profiles—were important to distinguish patients with RA achieving remission at 12 months.Trial registration number UMIN000012524.…”
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RETRACTED ARTICLE: A prospective diagnostic model for breast cancer utilizing machine learning to examine the molecular immune infiltrate in HSPB6 by Lizhe Wang, Yu Wang, Yueyang Li, Li Zhou, Sihan Liu, Yongyi Cao, Yuzhi Li, Shenting Liu, Jiahui Du, Jin Wang, Ting Zhu

“…A temporal analysis of breast cancer cells using single-cell RNA sequencing provided insights into cellular developmental trajectories and highlighted changes in expression patterns across key genes during disease progression. …”
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Rockfish abundance, recruitment, and community structure trends in the western Strait of Juan de Fuca, Washington, 2005-2023 by Shawn E. Larson, Katie Shelledy, Daniela Escontrela Dieguez, Jeff Christiansen, Amy Y. Olsen, Zachary Randell, Megan H. Williams, Chris VanDamme, Dayv Lowry, William Jasper

“…Diver-operated video (DOV) surveys were conducted annually to quantify patterns in bottomfish (rockfish and other species associated with rocky reefs) abundance and stability over time. …”
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