Prognostic model integrating histology, systemic inflammation, and recurrence status predicts immunotherapy response in advanced non-small-cell lung cancer patients by F. V. Moiseenko, M. A. Krasavina, I. R. Agranov, E. V. Artemieva, A. P. Oganesian, A. S. Gabina, M. L. Makarkina, E. O. Elsakova, V. A. Henshtein, N. M. Volkov, V. V. Egorenkov, V. M. Moiseenko, M. Yu. Fedyanin, G. S. Kopeina, B. Zhivotovsky, A. V. Zamaraev

“…Multivariate Cox regression identified prognostic factors for overall survival (OS) and validated them via bootstrapping. …”
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Acute myocardial infarction-related mortality among older adults (≥65 years) with malignancy in the U.S. from 1999 to 2020 by Muhammad Abdullah Naveed, Sivaram Neppala, Himaja Dutt Chigurupati, Ahila Ali, Muhammad Omer Rehan, Ayman Fath, Bazil Azeem, Rabia Iqbal, Manahil Mubeen, Hamza Naveed, Muhammad Naveed Uz Zafar, Mushood Ahmed, Jamal S. Rana, Brijesh Patel

“…They share common risk factors, highlighting the urgency of addressing this critical issue. …”
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Assessing mutation-clinical correlations and treatment outcomes in Vietnamese non-small cell lung cancer patients by Hoang-Bac Nguyen, Bang-Suong Nguyen-Thi, Huu-Huy Nguyen, Minh-Khoi Le, Quoc-Trung Lam, Tuan-Anh Nguyen

“…The goal is to identify mutation patterns and their correlations with clinical factors, thereby informing personalized treatment strategies. …”
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Prediction of outpatient rehabilitation patient preferences and optimization of graded diagnosis and treatment based on XGBoost machine learning algorithm by Xuehui Fan, Ruixue Ye, Yan Gao, Kaiwen Xue, Zeyu Zhang, Jing Xu, Jingpu Zhao, Jun Feng, Yulong Wang

“…The model was optimized using a confusion matrix and feature importance analysis, and partial dependence plots (PDP) were used to analyze the key influencing factors.ResultsXGBoost achieved the highest overall accuracy of 80.21% with high precision and recall in Category 1. random forest showed a similar overall accuracy. …”
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Exploring the correlation between spatial heterogeneity of urban tourism and the degree of crowd gathering: Take the main area of Wuhan, China as an example by Xincan Yu, Hong Xu, Yuelin Yan

“…Using the Geographically Weighted Regression model, it analyzes the factors influencing tourism spatial heterogeneity. …”
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Prevalence and Clinical Parameters Associated With Chronic Total Occlusions in Patients With Chronic Coronary Syndromes: Insights From a Nationwide Registry by Armin Attar, Mehrab Sayadi, Alireza Hosseinpour, Emmanouil S. Brilakis, Fereshte Mehdizade, Zahra Namvar, Alireza Khosravi, Maryam Boshtam, Feridoun Noohi, Ahmadreza Assareh, Toba Kazemi, Hossein Farshidi, Arsalan Khaledifar, Maryam Abbaszadeh, Nizal Sarrafzadegan

“…ABSTRACT Background and Aims The prevalence of coronary chronic total occlusions (CTO) among patients with chronic coronary syndrome (CCS) and their associations with clinical factors have received limited study. We analyzed a national database registry to determine the prevalence, location, and parameters associated with coronary CTOs. …”
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Enhanced expression of ten‐eleven translocation 1 reverses gemcitabine resistance in cholangiocarcinoma accompanied by a reduction in P‐glycoprotein expression by Chuanxu Wang, Hua Ye, Lei Zhang, Yayu Cheng, Shifeng Xu, Ping Zhang, Zijie Zhang, Jimin Bai, Fangkang Meng, Lin Zhong, Guangjun Shi, Hao Li

“…Furthermore, multivariate Cox regression analysis indicated that TET1 expression and TNM stage were independent risk factors (P < 0.001) for the clinical outcomes of CCA patients with chemotherapy. …”
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Gut microbiome is associated with radiotherapy response in lung cancer patients with brain metastases by Fei Liang, Yichu Sun, Jing Yang, Ziqiang Shen, Guangfeng Wang, Jiangrui Zhu, Chong Zhou, Youyou Xia, Youyou Xia

“…Linear Discriminant Analysis Effect Size was used to identify microbial features associated with treatment efficacy. Logistic regression analyses were performed to evaluate the predictive capacity of clinical and microbial factors for treatment outcomes.ResultsNo significant difference in α-diversity was observed between the groups (P &gt; 0.05), but β-diversity differed significantly (P = 0.036). …”
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Healthy dietary patterns, biological aging, and kidney stones: evidence from NHANES 2007–2018 by Chengcheng Wei, Qian Yang, Qian Yang, Jingke He, Yu Luo, Kun Han, Junkun Li, Shuai Su, Shuai Su, Jindong Zhang, Hongxing Wang, Hongxing Wang, Delin Wang

“…The association was examined using logistic regression, restricted cubic splines, and a mediation model. …”
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Association of <i>OPRM1</i> and <i>OPRD1</i> Polymorphisms with Pain and Opioid Adverse Reactions in Colorectal Cancer by Carolina Gutiérrez-Cáceres, Nikolas Ávila, Leslie C. Cerpa, Matías F. Martínez, Carlos E. Irarrazabal, Benjamín Torres, Olga Barajas, Nelson M. Varela, Luis A. Quiñones

“…These findings contribute to the understanding of pharmacogenomic factors in opioid therapy, emphasizing the need for further research to validate the clinical utility of these genetic markers.…”
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An Econometric Analysis of Beef Cattle Supply Trends in West Papua Province, Indonesia by Stepanus Pakage, Elan L Aronggear, Trisiwi W Widayati, Andoyo Supriyantono

“…Beef cattle play a strategic role in supporting food security and the regional economy in West Papua Province. This study aims to analyze the trend of beef cattle population growth and identify the factors influencing beef cattle supply in West Papua Province. …”
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Discrete Element-Based Design of a High-Speed Rotary Tiller for Saline-Alkali Land and Verification of Optimal Tillage Parameters by Shuai Zheng, Tong Lu, Jie Liu, Yu Tian, Miaomiao Han, Muhao Tai, Shuqi Gao, Tao Liu, Dongwei Wang, Zhuang Zhao

“…The experimental indicators included the soil-crushing rate and surface smoothness after tilling. The experimental factors included the forward speed of the machine, the rotational speed of the blade roller, and the tilling depth. …”
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Association between remnant cholesterol and low-density lipoprotein cholesterol discordance and type 2 diabetes or prediabetes: results from NHANES by Yijing Xin, Yimeng Wang, Yuyuan Shu, Hanyang Liang, Yanmin Yang

“…Significant interactions between LDL-C and RC discordance and factors such as age, MetS, and lipid-lowering medications were observed in relation to type 2 diabetes odds. …”
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Machine learning-based predictive model for acute pancreatitis-associated lung injury: a retrospective analysis by Zhaohui Du, Qiaoling Ying, Yisen Yang, Huicong Ma, Hongchang Zhao, Jie Yang, Zhenjie Wang, Chuanming Zheng, Shurui Wang, Qiang Tang

“…Six particularly influential factors were identified and ranked as follows: CRP, BMI, neutrophil, calcium, lactate, and neutrophil-to-albumin ratio (NAR). …”
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Efficacy and Safety of Sotrovimab Versus Oral Antiviral for Early Treatment in High-Risk Patients in Omicron Era: A Multicenter Retrospective Study by Antonio Russo, Mariantonietta Pisaturo, Chiara Cacace, Augusta Troise, Gabriele Granata, Pierantonio Grimaldi, Enrico Allegorico, Francesca Ambrisi, Martina Papillo, Fabio Giuliano Numis, Nicola Coppola

“…Logistic regression models identified predictors of key outcomes. …”
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Which behavioral patterns score points in taekwondo matches? An analysis of the Roma 2019 World Grand Prix finalists by Yarisel Quiñones Rodríguez, Gennaro Apollaro, Gennaro Apollaro, Carmen Fúnez, Emanuela Faelli, Emanuela Faelli, Antonio Hernández-Mendo, Verónica Morales-Sánchez, Coral Falcó

“…IntroductionObservational methodology facilitates the study of situational factors in taekwondo matches, examines observable technical-tactical behaviors, and reveals various relationships, thus generating behavioral patterns. …”
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The impact of hCG trigger versus dual trigger on reproductive outcomes in elderly infertile women: a retrospective cohort study by Tingting Wang, Jinxin Ren, Zhaokang Qi, Xuanang Li, Shan Xiang, Shuai Zhao, Yi Yu, Fang Lian, Yuewen Zhao

“…Multivariate logistic regression was used to analyze the influencing factors of CPR in patients.ResultsThere were no significant differences in baseline and cycle data between the two groups. …”
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Associations between serum lipid levels and cognitive impairment in hypertensive patients: a case-control study by Shunxin Lv, Huachen Jiao, Xia Zhong, Ying Qu, Mengdi Zhang, Rui Wang, Donghai Liu, Xipeng Yan

“…The relationship between serum lipid levels and CI in hypertensive patients was analyzed using multifactorial logistic regression. …”
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Assessing the Impact of Frailty on Infection Risk in Older Adults: Prospective Observational Cohort Study by Ya Yang, Kechun Che, Jiayan Deng, Xinming Tang, Wenyuan Jing, Xiuping He, Jiacheng Yang, Wenya Zhang, Mingjuan Yin, Congcong Pan, Xiaoling Huang, Zewu Zhang, Jindong Ni

“…Cox proportional hazards regression was conducted to identify the effect of frailty on the risk of demographic factors and frailty on the risk of infectious diseases, with estimations of the hazard ratio and 95% CI. …”
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Spousal Concordance in Overweight and Obesity among Indian Couples: A Nationwide Analysis of Socioeconomic and Dietary Determinants by Prashant Kumar Singh, Lucky Singh, Shashi Kala Saroj, Chandan Kumar, Shekhar Kashyap, Shalini Singh

“…Understanding the shared risk factors within couples is crucial for effective intervention. …”
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