The analysis of gene co-expression network and immune infiltration revealed biomarkers between triple-negative and non-triple negative breast cancer by Yao Yi, Yao Yi, Yu Zhong, Yu Zhong, Lianhua Xie, Lianhua Xie, Shuxian Lu, Shuxian Lu, Yifeng Zhang, Yifeng Zhang

“…These key genes proved to be crucial in accurately distinguishing between TNBC and non-TNBC, as evidenced by the promising average AUC value of 0.963 obtained from the logistic regression model based on their combinations. …”
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TRACE Model: Predicting Treatment Response to Transarterial Chemoembolization in Unresectable Hepatocellular Carcinoma by Wang W, Zhang Q, Cui Y, Zhang S, Li B, Xia T, Song Y, Zhou S, Ye F, Xiao W, Cao K, Chi Y, Qu J, Zhou G, Chen Z, Zhang T, Chen X, Ju S, Wang YC

“…Univariate and multivariate logistic regression analysis of clinical and radiological factors were used to identify the independent predictors for the 6-month treatment response. …”
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体智锻炼在全麻史与轻度认知功能障碍关联中的作用 by 胡晨璐, 许浪, 李弈晴, 黄招兰, 张秋茹

“…方法基于湖北老年记忆队列的基线调查（2018-2023年），老年人完成整套神经心理评估及体格检查，自我报告全麻和手术史；使用logistic回归模型分析老年人全麻与MCI的关联性，此外，分别进行了麻醉史、麻醉次数与体智锻炼的分层及交互作用分析。…”
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FTO rs17817449 Variant Increases the Risk of Severe Obesity in a Brazilian Cohort: A Case-Control Study by Salum KCR, Assis ISS, Kopke ÚA, Palhinha L, Abreu GM, Gouvêa LW, Teixeira MR, Mattos FCC, Nogueira Neto JF, Felício RFM, Rosado EL, Zembrzuski VM, Campos Junior M, Maya-Monteiro CM, Cabello PH, Carneiro JRI, Bozza PT, Kohlrausch FB, da Fonseca ACP

“…We collected demographic, body composition, biochemical, and genotyping data by real-time PCR, and performed logistic and linear regression analyses to investigate the association of polymorphisms with severe obesity status and obesity-related quantitative parameters.Results: Individuals with severe obesity had significantly higher anthropometric measures, blood pressure, and biochemical levels. …”
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Profil glucido-lipidique et risque cardiovasculaire chez les diabétiques de type 2 by Mourad Nachi, Ibtissem Kihel, Abdessamad Dali-Ali, Mouna Gourine, Fouzia Benrahal

“…The macrovascular disorders were observed on 30,9% of patients and microvascular ones on 66,8% of them (p = 0.0001).The logistic regression analysis showed that HbA1c was the most significant biological parameter (p=0,008).while for micro-vascular complications, high blood pressure was the only associated factor (p = 0.03). …”
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Impact of remnant cholesterol on short-term and long-term prognosis in patients with prediabetes or diabetes undergoing coronary artery bypass grafting: a large-scale cohort study by Zhongchen Li, Chunyu Yu, Heng Zhang, Runze Chen, Yan Zhao, Zhe Zheng

“…Remnant-C was analyzed as both a categorical and continuous variable. Logistic regression, Cox regression, and restricted cubic spline analyses were performed with multivariate adjustments. …”
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Relationship between changes in the triglyceride glucose-body mass index and frail development trajectory and incidence in middle-aged and elderly individuals: a national cohort st... by Kai Guo, Qi Wang, Lin Zhang, Rui Qiao, Yujia Huo, Lipeng Jing, Xiaowan Wang, Zixuan Song, Siyu Li, Jinming Zhang, Yanfang Yang, Jinli Mahe, Zhengran Liu

“…FI trajectories were assessed using a group-based trajectory model. Logistic and Cox regression models were used to analyse the associations between the TyG-BMI and FI trajectory and frail incidence. …”
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Decreased vitamin D increase the risk for subclinical hypothyroidism in individuals with T2DM: a cross-sectional study by Yaling Fang, Yaling Fang, Xin Wen, Hui You, Yueye Huang, Shen Qu, Xingchun Wang, Le Bu

“…Linear regression analysis revealed a significant positive association between VD and FT3 (β = 4.144, p < 0.001) and negative associations with TT4 (β = −0.167, p < 0.001) and TSH (β = −0.412, p = 0.020). Logistic regression analysis indicated that VD serves as a protective factor against subclinical hypothyroidism (SCH) (OR 0.987, 95% CI 0.974–0.999, p = 0.035), even after adjusting for BMI, FBG, FINS, TCH, and HDL (OR 0.986, 95% CI 0.974–0.999, p = 0.041). …”
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Development and validation of a model to predict cognitive impairment in traumatic brain injury patients: a prospective observational studyResearch in context by Xiaofang Yuan, Qingrong Xu, Fengxia Du, Xiaoxia Gao, Jing Guo, Jianan Zhang, Yehuan Wu, Zhongkai Zhou, Youjia Yu, Yi Zhang

“…Baseline characteristics, medical history, clinical TBI characteristics, treatment details, and vital signs during hospitalization were screened via least absolute shrinkage and selection operator (LASSO) and logistic regression to construct a predictive net risk score. …”
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Association between non-insulin-based insulin resistance indicators and frailty progression: a national cohort study and mendelian randomization analysis by Hui Tian, Yong-meng Li, Cheng-qiang Wang, Guo-qiang Chen, Ying Lian

“…FI trajectories were assessed using group-based trajectory model (GBTM). Logistic regression models were used to analyze the associations between IR indicators with FI trajectory and frailty risk. …”
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Metabolic Risk Factors and Their Impact on Quality of Life in Patients with Pancreatic Cancer, Acute or Exacerbated Chronic Pancreatitis by I. N. Grigor’eva, O. V. Efimova, N. L. Tov, T. S. Suvorova, D. L. Nepomnyashchikh

“…Body mass index parameters, including obesity, as well as parameters of triglycerides, and fasting plasma glucose, did not differ between the groups. Logistic regression analysis revealed a direct relationship with PC HDL hypocholesterolemia (Exp B = 4.976; p < 0.001) and arterial hypertension (Exp B = 2.742; p = 0.027) and an inverse relationship — with hypercholesterolemia (Exp B = 0.204; p = 0.002). …”
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Relationship Between Adenoma Detection Rate and Respective Withdrawal Time in Different Colon Segments: A Retrospective, Single‐Center Study by Xujin Chen, Bingxin Xu, Bingni Wei, Lin Ji, Cheng Yang, Qiang Zhan

“…After adjusting for age, sex and BMI, Logistic regression analysis showed that withdrawal time ≥ 77 s in the ascending colon (OR, 1.796; 95% CI, 1.273–2.532; p < 0.001), ≥ 61 s in the transverse colon (OR, 1.535; 95% CI, 1.094–2.155; p = 0.013), ≥ 56 s in the descending colon (OR, 1.722; 95% CI, 1.193–2.486; p = 0.004) and ≥ 109 s in the rectosigmoid colon (OR, 2.134; 95% CI, 1.446–2.350; p < 0.001) were independent risk factors for the increase of ADR. …”
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Profil glucido-lipidique et risque cardiovasculaire chez les diabétiques de type 2 by Mourad Nachi, Ibtissem Kihel, Abdessamad Dali-Ali, Mouna Gourine, Fouzia Benrahal

“…The macrovascular disorders were observed on 30,9% of patients and microvascular ones on 66,8% of them (p = 0.0001).The logistic regression analysis showed that HbA1c was the most significant biological parameter (p=0,008).while for micro-vascular complications, high blood pressure was the only associated factor (p = 0.03). …”
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Alcohol use and HIV suppression after completion of financial incentives for alcohol abstinence and isoniazid adherence: a randomized controlled trialResearch in context by Winnie R. Muyindike, Robin Fatch, Sara Lodi, Nneka I. Emenyonu, Allen Kekibiina, Julian Adong, Brian Beesiga, Kara Marson, Harsha Thirumurthy, Michael G. McDonell, Moses R. Kamya, Gabriel Chamie, Judith A. Hahn

“…We estimated adjusted risk differences (aRD) for alcohol reduction and INH adherence interventions using multivariable logistic regression adjusting for randomization stratification factors (sex and study site), and baseline alcohol use (alcohol intervention model only). …”
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Tax Exemptions and R;D Expenditures in Iran Saeed Dorokhshi Moghaddam by Saeed Dorokhshi Moghaddam, Bahram Sahabi, Hassan Heydari, Sajad Barkhordari

“…Findings Using a fractional logistic regression approach on the data of 2,678 knowledge-based and industrial companies collected in 2020, the effects of tax exemptions for knowledge-based companies have been evaluated. …”
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Prevalence and Antimicrobial Susceptibility of Bacterial Uropathogens Isolated from Pediatric Patients at Yekatit 12 Hospital Medical College, Addis Ababa, Ethiopia by Yamirot Merga Duffa, Kumera Terfa Kitila, Dereje Mamuye Gebretsadik, Adane Bitew

“…Frequency distribution tables were used to describe the findings. Logistical regression was also used to estimate crude odds ratio (COR) with 95% confidence interval (CI) of positive responses to the different variables, and P values less than 0.05 were taken as statistically significant. …”
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The burden of acute respiratory infection attributable to fine particulate matter brought by dust storms among children under 5 years of age in low- and middle-income countries by Hong Lu, Mingkun Tong, Ruohan Wang, Ning Kang, Xueqiu Ni, Jianyu Deng, Jiajianghui Li, Pengfei Li, Tianjia Guan, Tong Zhu, Tao Xue

“…We analyzed the linear association between the annual average dust PM2.5 concentration and the odds of U5-ARI with logistic regression and fixed effects after adjusting for multiple covariates. …”
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Type III procollagen peptide level can indicate liver dysfunction associated with volume overload in acute heart failure by Akihiro Shirakabe, Hirotake Okazaki, Masato Matsushita, Yusaku Shibata, Shota Shigihara, Suguru Nishigoori, Tomofumi Sawatani, Nozomi Sasamoto, Kazutaka Kiuchi, Masanori Atsukawa, Norio Itokawa, Taeang Arai, Nobuaki Kobayashi, Kuniya Asai

“…A Kaplan–Meier curve analysis showed that prognoses, including all‐cause mortality and heart failure events within 365 days, were significantly (P < 0.001) worse in the high‐P3P group when compared with the mid‐P3P and low‐P3P groups. A multivariate logistic regression analysis showed that high PVS (Q4, odds ratio [OR]: 4.702, 95% CI: 2.012–20.989, P < 0.001), high fibrosis‐4 index (Q4, OR: 2.627, 95% CI: 1.311–5.261, P = 0.006), and low estimated glomerular filtration rate per 10 mL/min/1.73 m2 decrease (OR: 1.996, 95% CI: 1.718–2.326, P < 0.001) were associated with high P3P values. …”
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Study on the status of liver function abnormalities and its related factors in patients with severe mental disorders in Shanghai community by ZHANG Yixuan, CHEN Chunmei, ZHU Youwei, ZHU Yi, HE Siyuan, LIU Yanli, WANG Na, CAI Jun, XIE Bin, ZHANG Weibo

“…Abnormalities in liver function were determined by abnormalities in either ALT or TBil. Binary logistic regression analysis was used for multivariate analysis of the status of abnormal liver function, and the effects of mental disorder types and medication status on liver function were analyzed, simultaneously.ResultsA total of 7 251 patients with SMD were finally included into this study, and the rate of liver function abnormality was 22.7%, of which 694 cases (9.6%) had ALT abnormality and 1 084 cases (14.9%) had TBil abnormality. …”
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Surgeons are apprehensive to use DCD lungs despite similar post-transplant outcomes: A 20-year UNOS retrospective analysis by J. Sam Meyer, MSc, Oliver K. Jawitz, MD, MHS, Yury Peysakhovich, MD, Dan Aravot, MD, Matthew G. Hartwig, MD, MHS, Yaron D. Barac, MD, PhD

“…Associated characteristics of potential DCD and DBD lung donors were compared, and a multivariable logistic regression model with ≥1 transplanted lung was constructed to evaluate the independent effects of important predictors. …”
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