Single-cell RNA sequencing analysis reveals the expression patterns of the prognostic signature across cellular subpopulations. حسب Xiangxin Wu (22320058)

(a): Sample statistical graphs of different types of defects. حسب Yazhou Li (277980)

Longitudinal trajectories of functional network development across the birth transition. حسب Lanxin Ji (20290942)

"…<p><b> </b> (A) One-sample <i>t</i> test on RSFC across all subjects. Stronger RSFC within networks affirms validity of the network clustering algorithm. …"

Multiple sequence alignment of <i>Ov</i>-RAL-2 Glutamine-repeat epitope (GRR) showing identical sequence stretches common to some human proteins. حسب Derrick Neba Nebangwa (19923731)

Visualization of the image segmentation and labeling pipeline for the first frame of an example movie. حسب Miriam Schnitzerlein (21446136)

Model performance over epochs. حسب Ayesha Khalid (7843483)

"…These findings underscore the effectiveness of the ESM-2 model in accurately predicting <i>O-</i>GlcNAc sites within human proteins. Accurately predicting <i>O</i>-GlcNAc sites within human proteins can significantly advance glycoproteomic research by enhancing our understanding of protein function and disease mechanisms, aiding in developing targeted therapies, and facilitating biomarker discovery for improved diagnosis and treatment. …"

Evaluation metrics on test data. حسب Ayesha Khalid (7843483)

"…These findings underscore the effectiveness of the ESM-2 model in accurately predicting <i>O-</i>GlcNAc sites within human proteins. Accurately predicting <i>O</i>-GlcNAc sites within human proteins can significantly advance glycoproteomic research by enhancing our understanding of protein function and disease mechanisms, aiding in developing targeted therapies, and facilitating biomarker discovery for improved diagnosis and treatment. …"

Comparison with baseline clustering techniques. حسب Sayantan Kumar (20208872)

Table 1_Analysis and validation of characteristic genes in RNA sequencing datasets from heart failure patients based on multiple algorithms.docx حسب Yuxuan Li (1674307)

Image 1_Analysis and validation of characteristic genes in RNA sequencing datasets from heart failure patients based on multiple algorithms.tif حسب Yuxuan Li (1674307)

Data Sheet 2_Machine learning integrates region-specific microbial signatures to distinguish geographically adjacent populations within a province.xlsx حسب Li Luo (149019)

"…To obtain the optimal model that can distinguish geographically close populations, three machine learning (ML) algorithms based on microbiota or functions were employed.…"

Data Sheet 1_Machine learning integrates region-specific microbial signatures to distinguish geographically adjacent populations within a province.docx حسب Li Luo (149019)

"…To obtain the optimal model that can distinguish geographically close populations, three machine learning (ML) algorithms based on microbiota or functions were employed.…"

Hippocampal and cortical activity reflect early hyperexcitability in an Alzheimer's mouse model حسب Marina Diachenko (19739092)

"…</p><p dir="ltr">All data are available upon request. The standalone Python implementation of the fE/I algorithm is available under a CC-BY-NC-SA license at <a href="https://github.com/arthur-ervin/crosci" target="_blank">https://github.com/arthur-ervin/crosci</a>. …"

Decoding results. حسب Sam Hall-McMaster (10343795)

Behavioral results. حسب Sam Hall-McMaster (10343795)

Study workflow. حسب Sayantan Kumar (20208872)

Schematic diagram of the G4Hunter scanning principle. حسب Rongxin Zhang (1618159)

VEP annotation of the aSNPs listed in S1 Table. حسب Rongxin Zhang (1618159)

"…<div><p>G-quadruplexes (G4s) are nucleic acid secondary structures with important regulatory functions. Single-nucleotide variants (SNVs), one of the most common forms of genetic variation, can potentially impact the formation of G4 structures if they occur within G4 regions. …"

Raw results. حسب Mahmood A. Jumaah (22272371)

G4SNVHunter workflow for identifying variants that affect G4 formation. حسب Rongxin Zhang (1618159)

"…Subsequently, the impact of the variants on the formation potential of the identified G4s will be assessed based on the G4Hunter algorithm (Middle panel). Finally, candidate variants can be filtered and visualized using functions provided by G4SNVHunter to screen out those that can potentially disrupt the formation of G4 structures (Right panel). …"