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Big Data and Artificial Intelligence in drug discovery and development

Microsoft and Novo Nordisk Collaborate to Accelerate Drug Discovery and Development...

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Novo Nordisk, a leading global healthcare company headquartered in Denmark, has entered into a new strategic collaboration with Microsoft Corp. to accelerate drug discovery...
Predicting adverse anticholinergic effects of medicines

Scientists Develop an Artificial Intelligence Tool that Could Reduce the Side...

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It may be possible for clinicians to use artificial intelligence to identify patients who are most prone to experiencing harmful side effects when taking...

Scientists Develop an Improved Method for Detecting Myeloma Bone Disease using...

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Scientists have developed a new CT technique using artificial intelligence (AI) to spot multiple myeloma-related bone diseases, using lower radiation doses than conventional CT,...
AI based COVID-19 test with Voice Data

A New AI Model can Detect COVID-19 Cases by Analyzing Changes...

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A deep learning model based on voice data from crowd-sourced audio samples detects COVID-19 cases by analyzing subtle vocal changes. At an international congress of...
high-resolution structures of SARS-CoV-2 nsp14 N7-MTase

Researchers at Mount Sinai Determined the Crystal Structure of the SARS-CoV-2...

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Researchers at Mount Sinai have solved the high-resolution crystal structure of a critical enzyme of SARS-CoV-2, leading to the development of new antivirals. This...
The iCOMIC pipeline for Cancer Omics Data Analysis

Cancer Omics Data Analysis Simplified with a Graphical Interface-driven Bioinformatics Pipeline...

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Researchers from the Indian Institute of Technology, Madras, present iCOMIC, a tool for quickly analyzing genomic data. With iCOMIC, users can analyze whole genome...
Single-cell Level Cross-species Cell Landscape Constructed Using scRNAseq

Scientists Construct a Single-cell Level Cross-species Cell Landscape by Integrating Over 2.6...

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Life is based on individual cells. Landscape dynamics across species have not been compared despite extensive efforts to characterize cellular heterogeneity. A large number...
MVsim - A Toolset for Simulating Complex Molecular Interactions

MVsim – A Toolset for Simulating Complex Molecular Interactions Could Improve...

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MVsim is a new application suite that enables the quantification, design, and mechanistic evaluation of multivalent binding interactions. It can be used to simulate...
Machine Learning Reveals How Bacterial Population Growth is Linked to the Environment

Machine Learning Reveals How Bacterial Population Growth is Linked to the...

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University of Tsukuba researchers used machine learning to discover that differentiation in decision-making factors for the lag, growth, and saturation phases of bacterial population...
Galaxy SynBioCAD - A synthetic biology toolshed

Scientists Introduce an Automated Pipeline ‘Galaxy-SynBioCAD’ for Synthetic Biology Design and...

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A toolshed for synthetic biology, metabolic engineering, and industrial biotechnology is available through the Galaxy-SynBioCAD portal. Using the tools and workflows available on the...
What is DNA Sequencing?

What is DNA Sequencing?

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DNA sequencing is the process of determining the order of nucleotides (the building blocks of DNA) A, T, G, and C in a strand...
Deep Mutational Learning for ACE2 Mutations Prediction

Deep Mutational Learning Determines the Impact of SARS-CoV-2 Receptor Binding Domain...

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It is highly likely that the COVID-19 pandemic will last longer due to the continuous evolution of SARS-CoV-2 and the emergence of variants that...
Data Science in Cancer Research

Top Five Data Science Technologies Transforming Cancer Research

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Cancer is a disease that affects millions of people worldwide. According to the World Health Organization (WHO), cancer is the second leading cause of...
Epitope-Evaluator is a web application developed in the Shiny/R framework for analyzing predicted T-cell epitopes

Epitope-Evaluator: A Shiny/R-based Web Tool for Interactively Analysing Predicted T-cell Epitopes

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T-cell epitopes are predicted based on amino acid sequences of proteins from different MHC alleles using multiple immunoinformatic tools. Many of these tools produce...
Self-supervised-deep-learning-of-protein-subcellular-localization-with-cytoself

Self-supervised Deep Learning Algorithm “Cytoself” Provides High-Resolution Features of Protein Subcellular...

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Understanding cellular architecture requires understanding the diversity and complexity of protein localization. The present study aims to introduce cytoself, a deep-learning approach that allows...
Deep Learning Algorithm to Simplify Lung Cancer Radiotherapy Treatment

Clinical Validation of Deep Learning Algorithm to Simplify Lung Cancer Radiotherapy...

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Nearly half of the cases of the most common cancer worldwide, lung cancer, are treated with radiation therapy (RT). RT planning is a time-consuming,...
Read RNA Modifications More Precisely

Kyoto University Scientists Integrated Probability Algorithms within a Pocket-sized Sequencing Device...

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Scientists at Kyoto University introduced two new approaches that could help better distinguish RNA modifications affecting how genetic code is read using sequencing technology. The...
Phytopathogen evolution is shaped by transposable elements

UCI Scientists Track Transposable Elements ‘Parasitic Genes’ in the Search for...

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Scientists at the University of California, Irvine, provide new insights into "parasitic genes" or transposable elements. Despite accounting for more than half of human...
A new neural network for detecting Parkinson’s Disease from nocturnal breathing.

MIT’s Artificial Intelligence Model Detects Parkinson’s Disease from Nocturnal Breathing Patterns

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Scientists from MIT developed a device resembling a Wi-Fi router that employs a neural network to detect the presence and severity of the most...
Dementia Protein Interactome

Interactome of the Dementia Protein ‘Tau Protein’ Reveals its Role in...

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According to new research from Flinders University, the tau protein, which plays a critical role in the development of Alzheimer's disease, is also involved...
Interface Patterning Based on 4-bit Adhesion Logic

MIT Researchers used Multicellular Interface Patterning Based on 4-bit Adhesion Logic...

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A research team led by the professors at MIT and the University of Arizona has developed an experiment-theory platform for programming bacterial systems to...
Artificial Intelligence Approaches for Personalised Medicine

A Comparative Analysis of Artificial Intelligence Approaches for Personalized Medicine Reveals...

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A study at Rutgers University of dozens of artificial intelligence (AI) software programs used in precision medicine to prevent, diagnose, and treat disease discovered...
Tumor Treating Fields Against Glioblastoma

Tumor Treating Fields Against Glioblastoma: Identification of Potential Targets through Whole...

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Scientists from the Central South University, China, developed a novel Tumor Treating Fields 'TTFields' system named "CL-301A" and showcase its efficacy in the suppression...
Genebass for linking rare genetic variants with disease phenotypes

Genebass – A New Online Resource that Links Rare Genetic Variants...

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Researchers at the Broad Institute of MIT and Harvard have developed Genebass, a free online browser that will assist other researchers and clinicians studying...
Graph Neural Network for Cancer Patient's Survival Rate Prediction

Deep Learning Technology Developed by SNU Researchers Helps Predict Cancer Patient’s...

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A research team at Seoul National University (SNU) developed deep learning technology that can more accurately predict a cancer patient's survival rate. According to the...
COVID-19 detection utilizing portable electronic nose GeNose C19

Scientists Introduce ‘GeNose C19’ a Quick Screening Tool for Sniffing Out...

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Universitas Gadjah Mada, Indonesia, scientists developed a low-cost, non-invasive method to rapidly sniff out COVID-19 by using an electronic nose named "GeNose C19". The method...
Facial Phenotyping for KBG Syndrome

Facial Phenotyping using Artificial Intelligence and Videoconferencing for KBG Syndrome

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Scientists from The City University of New York present a protocol for collecting and analyzing data for KBG syndrome that emphasizes the use of...
Overview of the workflow implemented in scAmpi for scrna seq analysis

Scientists Developed a Versatile Pipeline ‘scAmpi’ for Single-cell RNA-seq Data Analysis...

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Scientists from the Swiss Institute of Bioinformatics devise a workflow known as Single Cell Analysis mRNA Pipeline, 'scAmpi,' for providing complete functionality to scRNA-seq data...
Machine Learning Algorithm Identifies Tumor Cells at the Single-cell Level

A New Machine Learning Algorithm ‘Ikarus’ Identifies Tumor Cells at the...

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A tumor is a complex tissue of cancerous cells associated with a heterogeneous cellular microenvironment. Using single-cell sequencing, tumor cells can be molecularly characterized....
Analysis of OMICS Data and Signatures of Cellular Perturbations

iLINCS: An Integrative Web-based Platform for Analysis of OMICS Data and...

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The University of Cincinnati scientists introduce iLINCS, an integrative web-based platform for analyzing OMICS data and markers of cellular disturbances. The user-friendly interfaces of...
Deep learning based cancer prognosis

Scientists use Multimodal Deep Learning for Pan-Cancer Integrative Histology-Genomic Analysis

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Scientists present an interpretable, loosely guided, multimodal deep learning strategy for cancer prognosis, which also investigates the use of multimodal interpretability to describe how...
ESMFold enables accurate protein structure prediction from a single sequence.

Meta’s AI Protein Structure Prediction Model ‘ESMFold’ Predicts as Accurately and...

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Researchers at Meta AI developed an artificial intelligence (AI) model that can precisely predict entire atomic protein structures from a single sequence of a...
identify promising antibody mutations in deep sequencing datasets

Modeling New Mutational Spaces with Machine Learning

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From cancer and autoimmune diseases to allergies and neurodegenerative diseases, antibody therapeutics are being used to treat human conditions. Molecular properties of antibodies, such...
healthcare medical banner with DNA symbol and wave particles

A Dual-plasmid System Based on Gene Editing Tools Boosts DNA Digital...

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The Chinese Academy of Sciences researchers introduced a dual-plasmid editing system that enhances DNA digital storage. The study strongly encourages the use of DNA-based...
Population Specific Genome Graphs

Scientists from Seven Bridges Genomics Show how Utilizing Population-Specific Genome Graphs...

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Seven Bridges Genomics, USA, scientists demonstrate an approach for iteratively augmenting tailored genome graphs for targeted populations on whole-genome samples of African ancestry.  Due to...
Teixobactin–membrane-interaction

Teixobactin Kills Bacteria by Attacking the Cell Envelope in Two Ways

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The development of new mechanisms for antibiotics is essential to combating antimicrobial resistance. With its unique chemical scaffold, Teixobactin is a new class of...
Scientists Propose a Computational Approach for Predicting HIV Combination Therapy to Prevent Viral Escape and Rebound

Scientists Propose a Computational Approach for Predicting HIV Combination Therapies to...

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Scientists from the University of Washington, the Max Planck Institute for Dynamics and Self-Organization, and the University of Cologne carefully formulated combination therapies from...
Molecular Dynamics Simulations and Diversity Selection by Extended Continuous Similarity Indices

Scientists Recognize Extended Continuous Similarity Indices as a Novel Tool to...

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Scientists from the University of Florida, US, and the Research Centre for Natural Science, Hungary, developed a new frame selection algorithm, "ECS-MeDiv," as an...
Long fibrils of teixobactin (yellow arrows) and lipid II (red-blue dots) lead to weak spots in the cell membrane of the bacterium.

Scientists Discover a Novel Two-step Mechanism the Antibiotic ‘Teixobactin’ uses to...

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The University of Utrecht scientists have uncovered a novel mechanism for how drugs eradicate antibiotic-resistant bacteria. Teixobactin, an antibiotic, kills bacteria by destroying their...
A-workflow-showing-the-steps-performed-in-this-study

Hierarchical Structure-based Virtual Screening Targeting SARS-CoV-2 Endoribonuclease

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Since the first appearance of SARS-CoV-2, a number of in silico methods have been employed to discover possible drugs that can target the viral...
whole-transcriptome RNA sequencing

Unveiling Specific Functions of Novel lncRNA Gm20743 using Whole-transcriptome Landscape of Diabetes-related...

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Scientists perform the whole-transcriptome RNA sequencing and informatics of diabetes-induced sarcopenia model of db/db mice to illustrate the specific function of novel lncRNA Gm20743.  Type...
Virtual reality scenes predicted by human subjects during maze navigation

Decoding Scene Prediction by the Human Brain and its Confidence During...

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Kyoto University scientists have discovered that they can decode from brain activity the subjects' capacities to forecast their placements and scenes within the labyrinth,...
ProtGPT2 -a Deep Unsupervised Language Model for Protein Design

A Deep Unsupervised Language Model ‘ProtGPT2’ for Protein Design

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Scientists from the University of Bayreuth, Germany, introduced ProtGPT2, a language model for protein design trained on the protein space that generates de novo...
Graph Based Visualization and Analysis of High Dimensional Data Using the Platform 'Graphia'

Graph Based Visualization and Analysis of High Dimensional Data Using the...

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Scientists from the University of Edinburgh developed an open-source platform, 'Graphia', for the graph-based visualization and analysis of the high dimensional data being produced...
bacterial microscopy

DeepBacs: A Deep Learning Approach to Analyze Bacterial Microscopy Images

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Scientists from University College London demonstrate the use of various cutting-edge artificial neural networks to analyze images of bacterial microscopy. The approach will help...

SAMchain – A Blockchain Technology for Storing and Analyzing Genomes

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Scientists from Yale University developed a novel private blockchain network by employing layered database indexing for the storage of reference-aligned next-generation sequencing reads and individual...
AlphaFold for predicting protein structure

Deepmind’s AlphaFold Predicted the Structures of all the Proteins Known to...

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The AlphaFold Protein Structure Database, created by DeepMind and EMBL's European Bioinformatics Institute (EMBL-EBI), makes AI-enabled predictions of the 3D structures of nearly all...
digital pathology limits the human effort to a minimum

Scientists Develop Digital Pathology Models without Human Intervention by Integrating Clinical...

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Scientists unleash the potential of digital pathology data by training computer-aided diagnosis models and making use of convolutional neural networks without human annotations. The...
"Zip Codes" Direct RNA Molecules to Reach their Intended Destinations

“Zip Codes” Direct RNA Molecules to Reach their Intended Destinations

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Scientists from the Weizmann Institute resolved the mystery of how RNA molecules get to their intended destinations. Each cell in our body receives instructions from...
Antibiotic Resistance in Staphylococcus aureus

An ‘Elegant’ Mechanism of Antibiotic Resistance in Golden Staph Revealed by...

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Scientists from the University of New South Wales have discovered a complex system for adaptability in Staphylococcus aureus that has led to the identification and characterization...

Must Read

Human LUC7 proteins impact 5′ splice sites with distinct composition.

How LUC7 Protein Family Members Differentially Regulate mRNA Splicing in Cancer

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Myeloid neoplasms are linked to mutations or deletions of the U1 snRNP-associated factor LUC7L2, and cellular metabolism is changed when LUC7L2 is knocked down....
UNC Researchers Unveil DELi, a Powerful Open-Source Tool for DNA-Encoded Library Informatics

UNC Researchers Unveil DELi, a Powerful Open-Source Tool for DNA-Encoded Library Informatics

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The entire process of drug discovery costs more than a billion dollars and takes over a decade to complete. This is an expensive and...
RNA-BAnG: A Deep Learning Breakthrough for Designing Protein-Binding RNA Sequences

RNA-BAnG: A Deep Learning Breakthrough for Designing Protein-Binding RNA Sequences

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One of the most significant challenges in computational and experimental biology is creating RNA molecules that interact with particular proteins. The practical use of...
EasyMetagenome: A Simple Yet Powerful Pipeline for Shotgun Metagenomic Analysis in Microbiome Research

EasyMetagenome: A Simple Yet Powerful Pipeline for Shotgun Metagenomic Analysis in Microbiome Research

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Shotgun metagenomics has revolutionized microbiome research, allowing scientists to study microbial communities at an unprecedented depth. However, analyzing the massive amounts of sequencing data...
Democratizing Cancer Omics: How DrBioRight 2.0 Simplifies Complex Data Analysis

Democratizing Cancer Omics: How DrBioRight 2.0 Simplifies Complex Data Analysis

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Functional proteomics makes the identification of new biomarkers and treatment targets easier by offering vital insights into cancer mechanisms. By combining information from over...