KEGG pathway enrichment bubble map of the top 20 DAPs. by Caijin Chen (3107787)

Trends in ESR per survey round by age group. by Alex Daama (18351052)

“…Targeted efforts for counseling focusing on married men, men who had multiple sex partners, and men with lower levels of education may decrease ESR.</p></div>…”

(A) The overexpression of PRDX1 reduces the intracellular ROS level. by Jing Chen (4762)

2023-2050 (ten thousand). by Wei Wang (17594)

Parallel trend test. by Wei Wang (17594)

Multiscale QM/MM Simulations Identify the Roles of Asp239 and 1‑OH···Nucleophile in Transition State Stabilization in Arabidopsis thaliana Cell-Wall Invertase 1 by Wijitra Jitonnom (22410515)

“…However, details at the atomic level about the role of neighboring residues and enzyme-substrate interactions during catalysis are not fully understood. …”

Addressing Imbalanced Classification Problems in Drug Discovery and Development Using Random Forest, Support Vector Machine, AutoGluon-Tabular, and H2O AutoML by Ayush Garg (21090944)

“…The important findings of our studies are as follows: (i) there is no effect of threshold optimization on ranking metrics such as AUC and AUPR, but AUC and AUPR get affected by class-weighting and SMOTTomek; (ii) for ML methods RF and SVM, significant percentage improvement up to 375, 33.33, and 450 over all the data sets can be achieved, respectively, for F1 score, MCC, and balanced accuracy, which are suitable for performance evaluation of imbalanced data sets; (iii) for AutoML libraries AutoGluon-Tabular and H2O AutoML, significant percentage improvement up to 383.33, 37.25, and 533.33 over all the data sets can be achieved, respectively, for F1 score, MCC, and balanced accuracy; (iv) the general pattern of percentage improvement in balanced accuracy is that the percentage improvement increases when the class ratio is systematically decreased from 0.5 to 0.1; in the case of F1 score and MCC, maximum improvement is achieved at the class ratio of 0.3; (v) for both ML and AutoML with balancing, it is observed that any individual class-balancing technique does not outperform all other methods on a significantly higher number of data sets based on F1 score; (vi) the three external balancing techniques combined outperformed the internal balancing methods of the ML and AutoML; (vii) AutoML tools perform as good as the ML models and in some cases perform even better for handling imbalanced classification when applied with imbalance handling techniques. …”

Transcriptional analysis of <i>L. infantum</i>-infected macrophages from female and male donors 6 hpi. by Annika Bea (17686341)

Transcriptional analysis of <i>L. infantum</i>-infected macrophages from female and male donors 16 hpi. by Annika Bea (17686341)

Results of longitudinal analysis of mental health in HCWs. by A. H. Ayesha Lavell (16734002)

LLL12B, APTO-253, and VK-1727 inhibit cell growth and induce apoptosis in LCL. by Huanzhou Xu (8129922)

STAT3 inhibitor LLL12B impairs cell growth and induces apoptosis. by Huanzhou Xu (8129922)

STAT3 and MYC enrich at <i>STAT3</i> and <i>ZC3H18</i> promoters while EBNA1 predominantly enriches at the <i>BKRF1</i> (EBNA1) promoter. by Huanzhou Xu (8129922)

Mean scores and 95% CI of mental health symptoms, COVID-19 admissions and effect size during follow-up. by A. H. Ayesha Lavell (16734002)

STAT3, EBNA1, and ZC3H18 regulate MYC with ZC3H18 also regulating STAT3 and EBNA1. by Huanzhou Xu (8129922)

STAT3, MYC, and EBNA1 regulate ZC3H18 and each other. by Huanzhou Xu (8129922)

ZC3H18 regulates NF-kB components independently of LMP1. by Huanzhou Xu (8129922)

Baseline characteristics. by Daniela Sánchez-Santiesteban (21192342)

“…In Colombia, despite a healthcare system covering 97% of the population, socioeconomic disparities persist. Lower income levels are associated with decreased survival, potentially due to delays in diagnosis or treatment and a higher probability of advanced staging at diagnosis, These inequities persist even among relatively advantaged populations, such as formal employee who are assumed to have fewer barriers to accessing healthcare services compared to informal workers.…”

RNAi targeting of <i>upd3</i> expression in muscle of <i>Gpdh1; Ldh</i> double mutant partially suppresses the developmental arrest phenotype. by Madhulika Rai (4352803)

<i>Gpdh1; Ldh</i> double mutants display increased <i>upd3</i> expression. by Madhulika Rai (4352803)