Nutrition and Antioxidant Potential of Three Cauliflower (Brassica oleracea L. Var. Botrytis) Cultivars Cultivated in Southern Part of Bangladesh by Mousumi Jahan Sumi, Sharmin Akter Serity, Tusar Kanti Roy, Keya Akter, Shishir Rasul, Mostofa Jaman Depro, Md. Masum Abdullah, Md. Nesar Uddin

“…Hierarchical clustering and pricipal component analysis (PCA) revealed distinct biochemical profiles: Valentena and Carotena shared similarities in carotenoids and antioxidant activity, whereas Snow White differed significantly. Linear discriminant analysis identified lycopene, chlorophyll b, and β-carotene as major differentiators, highlighting the diverse nutritional and antioxidant properties of these cauliflower varieties. …”
Get full text

OPTIMASI POLA TANAM DAN ALOKASI INPUT UNTUK PENINGKATAN KETAHANAN PANGAN RUMAH TANGGA DI LAHAN PASANG SURUT KABUPATEN KUBU RAYA KALIMANTAN BARAT by Akhmad Musyafak, . Irham, Slamet Hartono, . Jamhari

“…Data were analyzed with linear programming and sensitivity analysis. An important result of this study are as follows: (1) Optimal cropping patterns in swamp lands are as follows: (a) the type of SMA / A, paddy field: rice - rice, (b) the type of SMP / A, paddy field: rice - rice, and dry land: coconut, (c) type SMP / B, paddy fields: corn-corn, and dry land: fruit, (d) the type of SMP / C, paddy field: rice-paddy and dry land: coconut, (e) type bergambut / B, wetland : paddy-rice, and dry Ahan: coconut, (f) type bergambut / C, paddy field: rice-paddy and dry land: coconut, (g) the type of peat is / B, the paddy field: rice-paddy, (h ) the type of shallow peat / D, wet land: paddy-rice, and dry land: rubber; (2)  the optimal allocation of inputs consisting of family labor 166.74 day of man work/year,  rent labor 132.74 day of man work/year, seed of paddy 70.54 kg/year, Urea 189.28 kg/year, SP36 94.34 kg/year, KCl 56.35 kg/year, NPK 75.66 kg/year, organic fertilizer 65.99 kg/year, herbicide 8.62 lt/year, dan pesticida 2.29 lt/year; (3) the actual household income of Rp 2,200,000.00 / household / year, if carried out optimization of unconditional “food patterns of national expectations/FPNE” increased to Rp 3,883,234.87 / household / year and if there is a requirement of the FPNE decreased to Rp 1,285,839.37 / household / year. (4) the price of rice and corn prices are most sensitive to fluctuations. …”
Get full text

Risk factors and prediction of distant metastasis (DM) of colon adenocarcinoma: a logistic regression and machine learning study based on surveillance, epidemiology, and end result... by Qiang Guo, Junyun Li, Zhe Wei, Jingjing Xu, Shaojun Duan, Jianfeng Li, Yaxi Liu

“…Logistic regression was utilized to find independent risk factors (IRFs) of DM and 12 models including BNB (Bernoulli naïve bayes), DT (Decision tree), GBC (Gradient Boosting Classifier), GNB (Gaussian naïve bayes), KNN (K-nearest neighbor), LDA (Linear Discriminant Analysis), LR (Logistic regression), MLP (Multi-layer perceptron classifier), MNB (Multinomial naïve bayes), QDA (Quadratic discriminant analysis), RFC (Random forest classifier) and SVC (Support vector machine) were established and evaluated on the training set and test set (7:3) of the retrieved patients. …”
Get full text

Effects of acute and chronic ammonia exposure on survival, growth and intestinal microbiota composition of hybrid carp by Yu Han, Xiaoqian Li, Xue Li, Shidong Wang, Muzi Zhang, Ming Li

“…In stage 1, we estimated the effects of acute high ammonia stress on hybrid carp and based on linear interpolation (y = 0.0047x - 0.4659, where R2 = 0.9448, with y representing cumulative mortality and x representing ammonia concentration), the 96-h LC50 was determined to be 206.38 mg/L of total ammonia (TA). …”
Get full text

Dual-enzyme activated theranostic nanoparticles for image-guided glioblastoma therapy by Zahra Shokri Varniab, Edwin Chang, Jie Wang, Ramesh Duwa, Vidyani Suryadevara, Wei Wu, Manoj Kumar, Tie Liang, Zubeda Khatoon, Goreti Ribeiro Morais, Robert Falconer, Yifeng Shi, Grigory Tikhomirov, Kerem Nernekli, Laura Jean Pisani, Heike Elisabeth Daldrup-Link

“…Magnetic resonance imaging (MRI) was conducted pre- and post-treatment, with T2* relaxation times analyzed using a generalized linear model. Histopathological differences were assessed using Kruskal–Wallis and Mann–Whitney tests. …”
Get full text

Brain state dynamics and working memory in patients with schizophrenia and unaffected siblings by Feiwen Wang, Jie Yang, Jun Yang, Peng Cheng, Wenjian Tan, Danqing Huang, Maoxing Zhong, Xiawei Liu, Weiqing Huang, Zhening Liu, Lena Palaniyappan

“…We estimated group differences in the properties of brain states and studied the influence of WM performance and clinical characteristics on them using General Linear Models. Results We identified 4 brain states underlying the WM task: high-demand, low-demand, fixation, and non-dominant states. …”
Get full text

Association between serum uric acid to high-density lipoprotein cholesterol ratio (UHR) and abdominal aortic calcification: a cross-sectional study based on NHANES 2013–2014 by Bowen Li, Yue Xu, Qingwei He, Qiaoxiang Yin, Mengdi Wu, Huijing Zhu, Yanjie Cao

“…Weighted multivariable linear and logistic regression models assessed associations, while weighted restricted cubic splines explored nonlinear relationships. …”
Get full text

Effects of high-intensity interval training on different health outcomes among high school students in southern Brazil: Protocol for a cluster-randomized trial by Vithória Oleiro, Eduardo Guaze Alexandrino, Yuri da Gama Rodrigues, Bruno Pedrini de Almeida, Matheus Pintanel Silva de Freitas, Pâmela Moraes Volz, Yasmin Marques Castro, Camila Zabisky, Leandro Quadro Corrêa, Rodrigo Rodrigues, Michael Pereira da Silva, Eduardo Caldas Costa, Fabrício Boscolo Del Vecchio, Samuel de Carvalho Dumith

“…The effects of the intervention will be analyzed with Generalized Estimating Equations, using linear and Poisson models, incorporating time variables, group, an interaction term and adjustment covariates. …”
Get full text

Achieving health-promotion practice in primary care using a multifaceted implementation strategy: a non-randomized parallel group study by Ylva Elisabet Nilsagård, Daniel Robert Smith, Fredrik Söderqvist, Emma Nilsing Strid, Lars Wallin

“…The implementation strategy effect was estimated using generalized linear mixed models. Results During the 12-month implementation phase, the intervention and control sites had 135 002 and 160 987 healthcare visits, respectively; conducted 8839 and 6171 health-promotion activities, respectively; and administered 2423 and 282 lifestyle screening forms, respectively. …”
Get full text

Nonlinear association between weekend sleep recovery (WSR) and insulin resistance: benefits in males and short weekday sleepers by Haidong Wang, Xiaohui Wei, Yudong Ba, Haiyan Liu, Yanhui Zhou, Weibo Wang, Lisheng Zheng

“…We used multivariable linear regression, stratified subgroup analyses (by sex, weekday sleep duration ≤7 vs >7 h, and different age groups), threshold effect modeling, and interaction analysis to assess associations. …”
Get full text

POSSIBILITIES OF MULTIPARAMETRIC MAGNETIC RESONANCE IMAGING IN THE PERSONALIZATION OF SALVAGE RADIATION THERAPY IN PATIENTS WITH PROSTATE CANCER RECURRENCE by F. A. Kossov, P. V. Bulychkin, B. P. Olimov, V. O. Panov, S. I. Tkachev, Yu. V. Buydenok, N. L. Shimanovskiy, M. A. Shorikov, I. E. Tyurin, B. I. Dolgushin

“…According to the model of multiple linear regression, the area of the substrate of clinical recurrence is statistically significantly correlated with the PSA level (R=0.74, p<0.0008), regardless of the all type of DCE administered. …”
Get full text

When is Growth the Greatest? Spine and Total Body Growth in Idiopathic Scoliosis Through Sanders Maturation Stages 2, 3A, 3B, and 4 by Yusuke Hori, MD, PhD, Bryan Menapace, MD, Norihiro Isogai, MD, Sadettin Ciftci, MD, Burak Kaymaz, MD, Luiz Carlos Almeida da Silva, MD, Kenneth J. Rogers, PhD, ATC, Petya K. Yorgova, MS, Peter G. Gabos, MD, Suken A. Shah, MD, FAOA

“…To account for height loss due to scoliosis, spine and total body height were adjusted for curve magnitude using validated formulas. Multivariate linear regression models were employed to evaluate the relationship between SMS and growth, adjusting for confounding factors. …”
Get full text

Integrating Artificial Neural Network-PROSAIL With Sentinel-2 to Monitor Crop Traits Dynamics and Nitrogen Status by Jose Luis Pancorbo, Miguel Quemada, Maria Dolores Raya-Sereno, Beniamino Gioli, Pieter S. A. Beck, Carlos Camino

“…We employed a hybrid artificial neural network coupling the PROSAIL model with Sentinel-2 images to retrieve Cab and LAI. A multiple linear regression model was constructed with these plant traits to estimate crop N status and grain N output (kg N ha^−1). …”
Get full text

Complex posttraumatic stress disorder in treatment-seeking refugees: the role of trauma history, post-migration stressors and comorbid symptoms by Regina Steil, Hannah Preiss, Mirjam Sophie Rueger, Thomas Ehring, Nexhmedin Morina, Sascha Kuck, Ricarda Mewes, Julia Giesebrecht, Johannes Johow, Cornelia Weise, Michael Wittenberg, Franziska Lechner-Meichsner

“…Trauma history, comorbid symptoms (dissociation, sleep problems, somatic symptoms, anxiety, depression, social impairment), and post-migration stressors were investigated as predictors for cPTSD diagnostic status and symptom severity using Wilcoxon Rank sum tests, logistic and linear regression.Results: Prevalences for cPTSD and PTSDICD-11 were 14.42% (n = 15) and 63.46% (n = 66), respectively. …”
Get full text

Prognostic ability of the sTarT back screening tool for disability and pain intensity outcomes in older adults with low back pain seeking chiropractic care: a multi-national extern... by Yanyan Fu, Alan D. Jenks, Sidney M. Rubinstein, Katie de Luca, Iben Axen, Bart W. Koes, Alessandro Chiarotto

“…Subgroup analyses were conducted by country, sex, and LBP duration; sensitivity analyses employed alternative “no improvement” definitions and linear regression on continuous outcome scores. Results A total of 738 participants were included. …”
Get full text

<p><strong>Analysis of the reproductive viability of <em>Varroa destructor</em> (Mesostigmata: Varroidae) rearing under laboratory conditions</strong></p> by Jesús Humberto Reyna-Fuentes, Cecilia Carmela Zapata Campos, Fabian Eliseo Olazarán Santibanez, José Octavio Merino Charrez, Daniel López Aguirre

“…All data were analyzed using generalized linear mixed models implemented in Proc GLIMMIX using the binary distribution function with the default logit link function. …”
Get full text

A randomized controlled trial to test the efficacy of trans-tympanic injections of a sodium thiosulfate gel to prevent cisplatin-induced ototoxicity in patients with head and neck... by Viannique Rolland, François Meyer, Matthieu J. Guitton, Richard Bussières, Daniel Philippon, Isabelle Bairati, Mathieu Leclerc, Mathieu Côté

“…The main outcome was assessed blindly in a mixed linear model with the PTS as the dependent variable and intervention, frequency, their interaction and radiation dose to the cochlea as independent variables. …”
Get full text

Treatment burden and medication adherence among older patients in comprehensive specialised hospitals in the Amhara Region in Ethiopia: a multicentre, cross-sectional study by Samuel Agegnew Wondm, Samuel Berihun Dagnew, Woretaw Sisay Zewdu, Tilaye Arega Moges, Getachew Yitayew Tarekegn, Abraham Nigussie Assefa, Mulugeta Ashagie Bekahegn

“…Data analysis was conducted using STATA version 17. Linear and binary logistic regressions were used to analyse the dependent variables of treatment burden and medication adherence to the determining factors, respectively.Results 422 patients took part in this study. …”
Get full text

Revealing age-related changes in the intraocular microenvironment and senescence modulators using aqueous humor proteomics and machine learning by Xiaosheng Huang, Tiansheng Chou, Tiansheng Chou, Xinhua Liu, Kun Zeng, Liangnan Sun, Zonghui Yan, Shaoyi Mei, Wenqun Xi, Zongyi Zhan, Yi Liu, Songguo Dong, Siqi Liu, Jun Zhao

“…Aging proteins (APs) and their functional enrichment were evaluated using various statistical and bioinformatics methods, while aging modulators were predicted using multiple machine-learning models.ResultsAH proteomic expression patterns exhibited various types of linear and nonlinear changes across the age groups. …”
Get full text

Atherogenic index of plasma, high sensitivity C-reactive protein and incident diabetes among middle-aged and elderly adults in China: a national cohort study by Tongshuai Wang, Mengru Zhang, Wenxing Shi, Yongzhen Li, Tiantian Zhang, Wenming Shi

“…Multivariate logistic regression and linear mixed-effect (LME) models were performed to evaluate the associations of AIP, hsCRP, and incident diabetes as well as glycemic biomarkers. …”
Get full text