Reproducible image-based profiling with Pycytominer

E Serrano, SN Chandrasekaran, D Bunten, KI Brewer… - Ar**v, 2024 - pmc.ncbi.nlm.nih.gov
Advances in high-throughput microscopy have enabled the rapid acquisition of large
numbers of high-content microscopy images. Whether by deep learning or classical …

Transcriptionally Conditional Recurrent Neural Network for De Novo Drug Design

Y Matsukiyo, A Tengeiji, C Li… - Journal of Chemical …, 2024 - ACS Publications
Computational molecular generation methods that generate chemical structures from gene
expression profiles have been actively developed for de novo drug design. However, most …

Dex-Benchmark: datasets and code to evaluate algorithms for transcriptomics data analysis

Z **e, C Chen, A Ma'ayan - PeerJ, 2023 - peerj.com
Many tools and algorithms are available for analyzing transcriptomics data. These include
algorithms for performing sequence alignment, data normalization and imputation …

Using Phenotypic Screening to Uncover the Full Potential of Polypharmacology

A Nueda - Polypharmacology: Strategies for Multi‐Target Drug …, 2025 - Wiley Online Library
Phenotypic screening and, more generally, phenotypic drug discovery (PDD) have proven
their potential to capture novel polypharmacology‐based mechanisms of action (MoA) that …

Probiotic Protects Kidneys Exposed to Microcystin-LR

Y Hu, I Sun, E Tang, W Ryan… - … : The University of …, 2024 - openjournals.utoledo.edu
Abstract Cyanobacterial Harmful Algal Blooms (CyanoHABs) occur when colonies of
photosynthetic bacteria called cyanobacteria grow out of control, usually in warm, nutrient …

К вопросу о базах данных белковых биомаркеров воздействия вредных факторов окружающей среды на организм человека (обзор литературы)

ОИ Гиззатуллина, АИ Чемезов - Здоровье населения и среда …, 2024 - zniso.fcgie.ru
Аннотация Введение. Воздействие вредных химических веществ на организм, в том
числе профессионально обусловленное, представляет опасность для здоровья …

Cross-disease modeling of peripheral blood identifies biomarkers of type 2 diabetes predictive of Alzheimer's disease

BK Ball, JH Park, EA Proctor, DK Brubaker - bioRxiv, 2024 - biorxiv.org
Type 2 diabetes (T2D) is a significant risk factor for Alzheimer's disease (AD). Despite
multiple studies reporting this connection, the mechanism by which T2D exacerbates AD is …

Exploring cutting-edge strategies for drug repurposing in female cancers-An insight into the tools of the trade.

KS Satish, GR Saraswathy, G Ritesh… - Progress in Molecular …, 2024 - europepmc.org
Female cancers, which include breast and gynaecological cancers, represent a significant
global health burden for women. Despite advancements in research pertinent to unearthing …