Identification of Breast Cancer Biomarkers by Constructing Protein-Protein Interaction and miRNAs-mRNAs Networks by Azizeh Asadzadeh, Bita Behboodian, Parsa Bernoos, Masoumeh Shojaei Barjouei

“…Finally, key microRNAs (miRNAs) were predicted.Results: After protein-protein interaction analysis, a total of 10 upregulated DEMs (DLGAP5, CCNB1, TTK, NUSAP1, RRM2, BUB1B, CDK1, CENPF, TOP2A, and ASPM) and 10 downregulated DEMs (PPARG, LIPE, CD36, FABP4, SCD, LPL, DGAT2, PNPLA2, ACSL1, and LEP) were screened as hub genes. …”
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Exploring the Association Between Triglyceride-Glucose Indices and Their Derivatives With Obstructive Sleep Apnea: Insights From the National Health and Nutrition Examination Surve... by Zhou Y, Xue F

“…The diagnostic capability was highest for TyG-WC, with an AUC of 0.647.Conclusion: The study confirms strong associations between OSA and the TyG indices, particularly TyG-WC, which demonstrates significant predictive power for OSA risk. Future longitudinal studies are recommended to further investigate these associations and enhance OSA management in resource-constrained environments.Keywords: triglyceride-glucose index, insulin resistance, epidemiological study, metabolic indices, obstructive sleep apnea…”
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Systematic approach to paired ceramic coatings deposited by oxygen fuel and metal in a tribological application by K.A. Habib, D.L. Cano, Emilo Rayón, J. Serrano-Mira, José V. Abellán-Nebot, I. Cervera

“…The proposed methodology may assist in predicting variations in lubrication regime parameters (Stribeck curve) by controlling the hardness ratio.…”
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A Quantitative Particle-Based Approach for the Geometallurgical Assessment of Tailings Deposits by Rosie Blannin, Max Frenzel, Raimon Tolosana-Delgado, Kai Bachmann, Alexandra Gomez Escobar, Lucas Pereira, Jens Gutzmer

“…The spatial distributions of processing-relevant particle properties throughout the tailings deposit were predicted with corresponding uncertainties. There are clear systematic trends in the spatial distributions of different particle types, resulting from the sedimentary-style deposition of the tailings. …”
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Early selective attention to the articulating mouth as a potential female-specific marker of better language development in autism: a review by Itziar Lozano, Charlotte Viktorsson, Elena Capelli, Teodora Gliga, Valentina Riva, Przemysław Tomalski

“…During the first year, more mouth-looking generally predicts better language development, but sex differences exist. …”
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Patients with chronic heart failure and predominant left atrial versus left ventricular myopathy by Xuanyi Jin, Wan Ting Tay, Dinna Soon, David Sim, Seet Yoong Loh, Sheldon Lee, Fazlur Jaufeerally, Lieng Hsi Ling, A. Mark Richards, Adriaan A. Voors, Carolyn S. P. Lam, Joost P. van Melle

“…Using multivariable logistic regression adjusted for LVEF and LA size, independent predictors of predominant LA myopathy were the presence of AF, diabetes, and higher GDF15, whereas absence of diabetes independently predicted predominant LV myopathy. Patients with predominant LA myopathy group had a lower probability of survival than the other groups (Log rank p-value = 0.01). …”
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Imprint of ancestral and modern threats in human mind – experience of fear, disgust, and anger by Eva Landová, Eva Landová, Jakub Polák, Jakub Polák, Markéta Janovcová, Iveta Štolhoferová, Šárka Peterková, Aleksandra Chomik, Daniel Frynta

“…Finally, our study reveals that pandemic fear is better predicted by specific behaviors rather than general anxiety, suggesting a need for new assessments.…”
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Synovial fluid leukocytes as diagnostic marker in periprosthetic shoulder infection by Stefan Köppe, Daniel Karczewski, MD, Rony-Orijit Dey Hazra, MD, Alp Paksoy, MD, Agahan Hayta, MD, Doruk Akgün, MD

“…The corresponding positive and negative predictive values (PPV and NPV) were 89% and 59%, respectively. …”
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Risk factors for cardio-cerebrovascular events among patients undergoing continuous ambulatory peritoneal dialysis and their association with serum magnesium by Penglei Li, Tiegang Lv, Liping Xu, Wenlu Yu, Yuanyuan Lu, Yuanyuan Li, Jian Hao

“…In conclusion, low serum magnesium may predict cardio-cerebrovascular events in patients receiving CAPD.…”
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Genome evolution following an ecological shift in nectar-dwelling Acinetobacter by Vivianna A. Sanchez, Tanya Renner, Lydia J. Baker, Tory A. Hendry

“…Gene content changes suggest a shift to metabolism of monosaccharides rather than diverse carbohydrates, and scavenging of nitrogen sources, which we predict to be beneficial in nectar environments. Gene gains appear to result from duplication events, evolutionary divergence, and horizontal gene transfer. …”
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When Technology Meets Anxiety:The Moderating Role of AI Usage in the Relationship Between Social Anxiety, Learning Adaptability, and Behavioral Problems Among Chinese Primary Schoo... by Ma G, Tian S, Song Y, Chen Y, Shi H, Li J

“…Data analysis involved correlation and multiple regression analyses using SPSS, with the moderated mediation effect analyzed through Process Model 59.Results: Social anxiety was found to significantly and positively predict behavioral problems, indicating that higher levels of social anxiety were associated with more behavioral problems. …”
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Utility of Consumer-Grade Wearable Devices for Inferring Physical and Mental Health Outcomes in Severe Mental Illness: Systematic Review by Lamiece Hassan, Alyssa Milton, Chelsea Sawyer, Alexander J Casson, John Torous, Alan Davies, Bernalyn Ruiz-Yu, Joseph Firth

“…ObjectiveThis study aims to examine the utility of data from consumer-grade, digital, wearable devices (including smartphones or wrist-worn devices) for remotely monitoring or predicting changes in mental or physical health among adults with schizophrenia or bipolar disorder. …”
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Optimizing Energy and Spectral Efficiency in Mobile Networks: A Comprehensive Energy Sustainability Framework for Network Operators by Luis Mata, Marco Sousa, Pedro Vieira, Maria Paula Queluz, Antonio Rodrigues

“…Notably, the implemented ML and XAI model achieved an F1-Score of 0.78 for 5G scenarios and 0.83 for 4G scenarios in predicting the Energy Sustainability Class, relying on a reduced set of indicators encompassing the most influential factors. …”
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Association between serum uric acid-to-high-density lipoprotein cholesterol ratio and metabolic dysfunction-associated steatotic liver disease among Chinese children with obesity by Meijuan Liu, Bingyan Cao, Qipeng Luo, Yanning Song, Kai Liu, Di Wu

“…ROC analysis indicated that UHR might serve as a predictive marker for diagnosing MASLD in obese children.ConclusionsIn children with obesity, UHR is significantly associated with MASLD and might serve as a novel and useful predictor for MASLD onset.…”
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The Social Construction of Categorical Data: Mixed Methods Approach to Assessing Data Features in Publicly Available Datasets by Theresa Willem, Alessandro Wollek, Theodor Cheslerean-Boghiu, Martha Kenney, Alena Buyx

“…ResultsOur quantitative study suggests scattered effects of including categorical data for machine learning model training across predictive classes. Our qualitative analysis gives insights into how the categorical data were collected and why they were published, explaining some of the quantitative effects that we observed. …”
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Gait-based Parkinson’s disease diagnosis and severity classification using force sensors and machine learning by Navita, Pooja Mittal, Yogesh Kumar Sharma, Anjani Kumar Rai, Sarita Simaiya, Umesh Kumar Lilhore, Vimal Kumar

“…The proposed dual-stage model utilized a hypertuned Random Forest Tree (RFT) to classify the subjects into PD and non-PD classes at Stage 1 and a hypertuned Ensemble Regressor (ER) to predict the severity of illness at Stage 2. Further, we have implemented the proposed model on the data signals gathered from both feet of 166 participants using Vertical Ground Reaction Force Sensors (VGRF). …”
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Bienestar psicológico y satisfacción vital en adolescentes mexicanos tempranos y medios / Psychological well-being and life satisfaction in Mexicans at early and mid-adolescence by Blanca Barcelata-Eguiarte, Diego Rivas-Miranda

“…Self-acceptance and self-control predicted life satisfaction for both early and middle adolescents; however, positive relationships and life purpose, were predictors of life satisfaction for early adolescents, whereas future plans were a predictor for middle adolescents’ life satisfaction. …”
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The Mediating Role of Cognitive Reappraisal on Bedtime Procrastination and Sleep Quality in Higher Educational Context: A Three-Wave Longitudinal Study by Zhang Y, Rehman S, Addas A, Ahmad M, Khan A

“…Bedtime procrastination at earlier time points predicted poorer cognitive reappraisal (β= − 0.169, p< 0.05 to − 0.215, p< 0.01) and subsequent sleep quality (β=0.256, p< 0.001). …”
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Assessment of COVID-19 vaccine uptake and associated factors among healthcare workers in selected health facilities of the Somali Region, Eastern Ethiopia: a cross-sectional study... by Maereg Wolde, Trhas Tadesse Berhe, Addisalem Melesse, Rachana Sharma, Hnin Su Mon, Tesfaye Simireta, Hailemariam Addisu, Yosef Wassihun

“…Multiple logistic regression analysis was performed to predict the relationship between independent and dependent variables. …”
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Association Between Four Non-Insulin-Based Insulin Resistance Indices and the Risk of Post-Stroke Depression by Wang P, Wang M, Xie Z, Zhi Z, Wang Y, Liu F, Liu Y, Zhao L

“…Each of these indicators exhibits predictive value for PSD occurrence, aiding in the early identification of high-risk groups.Keywords: acute ischemic stroke, post-stroke depression, insulin resistance, non-insulin-based insulin resistance indices…”
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