Artificial intelligence to deep learning: machine intelligence approach for drug discovery

R Gupta, D Srivastava, M Sahu, S Tiwari, RK Ambasta… - Molecular …, 2021 - Springer
Drug designing and development is an important area of research for pharmaceutical
companies and chemical scientists. However, low efficacy, off-target delivery, time …

RNA sequencing: the teenage years

R Stark, M Grzelak, J Hadfield - Nature Reviews Genetics, 2019 - nature.com
Over the past decade, RNA sequencing (RNA-seq) has become an indispensable tool for
transcriptome-wide analysis of differential gene expression and differential splicing of …

The IMG/M data management and analysis system v. 7: content updates and new features

IMA Chen, K Chu, K Palaniappan, A Ratner… - Nucleic acids …, 2023 - academic.oup.com
Abstract The Integrated Microbial Genomes & Microbiomes system (IMG/M: https://img. jgi.
doe. gov/m/) at the Department of Energy (DOE) Joint Genome Institute (JGI) continues to …

Evolutionary constraint and innovation across hundreds of placental mammals

MJ Christmas, IM Kaplow, DP Genereux, MX Dong… - Science, 2023 - science.org
Zoonomia is the largest comparative genomics resource for mammals produced to date. By
aligning genomes for 240 species, we identify bases that, when mutated, are likely to affect …

[HTML][HTML] Conserved pan-cancer microenvironment subtypes predict response to immunotherapy

A Bagaev, N Kotlov, K Nomie, V Svekolkin, A Gafurov… - Cancer cell, 2021 - cell.com
The clinical use of molecular targeted therapy is rapidly evolving but has primarily focused
on genomic alterations. Transcriptomic analysis offers an opportunity to dissect the …

The Allen Ancient DNA Resource (AADR) a curated compendium of ancient human genomes

S Mallick, A Micco, M Mah, H Ringbauer, I Lazaridis… - Scientific Data, 2024 - nature.com
More than two hundred papers have reported genome-wide data from ancient humans.
While the raw data for the vast majority are fully publicly available testifying to the …

BRAKER2: automatic eukaryotic genome annotation with GeneMark-EP+ and AUGUSTUS supported by a protein database

T Brůna, KJ Hoff, A Lomsadze, M Stanke… - NAR genomics and …, 2021 - academic.oup.com
The task of eukaryotic genome annotation remains challenging. Only a few genomes could
serve as standards of annotation achieved through a tremendous investment of human …

RNA-mediated feedback control of transcriptional condensates

JE Henninger, O Oksuz, K Shrinivas, I Sagi, G LeRoy… - Cell, 2021 - cell.com
Regulation of biological processes typically incorporates mechanisms that initiate and
terminate the process and, where understood, these mechanisms often involve feedback …

BRAKER3: Fully automated genome annotation using RNA-seq and protein evidence with GeneMark-ETP, AUGUSTUS, and TSEBRA

L Gabriel, T Brůna, KJ Hoff, M Ebel… - Genome …, 2024 - genome.cshlp.org
Gene prediction has remained an active area of bioinformatics research for a long time. Still,
gene prediction in large eukaryotic genomes presents a challenge that must be addressed …

The IMG/M data management and analysis system v. 6.0: new tools and advanced capabilities

IMA Chen, K Chu, K Palaniappan, A Ratner… - Nucleic acids …, 2021 - academic.oup.com
Abstract The Integrated Microbial Genomes & Microbiomes system (IMG/M: https://img. jgi.
doe. gov/m/) contains annotated isolate genome and metagenome datasets sequenced at …