Valerij Talagayev

Berlin, DE · talagayv95@gmail.com

computational drug designer with a passion for method developing of user-friendly and reliable software for computational drug design. Due to the pharmaceutical background posses a strong foundation in pharmacy and chemistry coupled self-obtained skills in software development and engineering with additional experience in AI-driven drug design. Always eager to learn new methods and improve his skills.

📄 Resume

Experience & Education

PhD Student

  • Development of computational drug design packages for protein-ligand simulation setup, simulation performance with further protein-ligand analysis in addition to molecular visualization.
  • Molecular Drug design and discovery of drugs targeting inflammatroy diseases
  • Discovery of Unbinding pathways of agonists and antagonists

October 2021 - Now

Google Summer of Code participant

Developed a new MDAKits package for the MDAnalysis:

  • 2D small molecule visualization for MDAnalysis
  • Mentors: Richard Gowers, Yuxuan Zhuang & Cédric Bouysset
Link: Project Site

June 2024 - July 2024

PJ Researcher

  • Binding Mode analysis and prediction of serotonergic antipyschotic drugs

2020

MSc Medicinal Chemistry

  • Master's Thesis: Docking of antipsychotic drugs and ligands to aminergic receptors
  • Current Grade: 1.59

from 2019

Pharmacy

  • Grade Pharmacy: 2.2; Grade Approbation: 2.51

2014 - 2020

Software Projects

OpenMMDL

Interface to OpenMM for easy setup of molecular dynamic simulations of protein-ligand complexes and analysis thereof
OpenMMDL figure
GitHub Repo stars GitHub forks

Author and maintainer

2022

MDonatello

2D small molecule visualization for MDAnalysis
MDonatello figure
GitHub Repo stars GitHub forks

Author and maintainer

2024

MDAnalysis

Python library to analyze molecular dynamics simulations
MDAnalysis figure
GitHub Repo stars GitHub forks
2024


Honours & Awards

  • August 2024 - 2nd Poster Prize Award - MDAnalysis UGM 2024

Internships & Research Stays

Research Stay

van Westen Lab Leiden Academic Centre for Drug Research, Leiden, Netherlands

Discovery of novel TLR9 Antagonists through Machine learning with further selectivity prediction towards TLR7/8

February 2024 - April 2024

Research Stay

Nunes Lab Technical University of Berlin: Faculty of Chemistry, Berlin, Germany

Pathway unbinding prediction of TLR8 Agonists and Antagonists

From August 2023

Internship

Filipek Lab University of Warsaw: Faculty of Chemistry, Warsaw, Poland

Homology modelling and MD simulations of histamine receptor dimers

June 2021 – July 2021

Internship

Geyer Lab University of Marburg: Faculty of Chemistry, Marburg, Germany

Peptide synthesis

April 2021 – June 2021

Internship

Kolb Lab University of Marburg: Faculty of Pharmacy, Marburg, Germany

Docking & Virtual screening

February 2020 – March 2020

Internship

Schlitzer Lab University of Marburg: Faculty of Pharmacy, Marburg, Germany

Synthesis of drugs against schistosomiasis

August 2018 – October 2018

Internship

Schlitzer Lab University of Marburg: Faculty of Pharmacy, Marburg, Germany

Synthesis of drugs against schistosomiasis

March 2018


Publications

First-author publications

2. OpenMMDL Simplifying the Complex: Building, Simulating, and Analyzing Protein-Ligand Systems in OpenMM

Manuscript in Preparation
Talagayev V., Chen C., Talagayev V., Doering N. P., Obendorf L., Denzinger K., Puls K., Lam K., Liu S., Wolf A. W., Noonan T., Breznik M., Wolber G.,
2024

1. Unbinding Pathways of Toll-like receptor 8 agonists and antagonists

Manuscript in Preparation
Talagayev V., Wolber G., Nunes Alves A. F.,
2024

Other publications

7.  From Virtual Screens to Cellular Target Engagement New Small Molecule Ligands for the Immune Checkpoint LAG-3

ACS Medicinal Chemistry Letters (accepted)
Fuchs N., Calvo-Barreiro L., Talagayev V., Pach S., Wolber G., Gabr M.
October 2024
PDF

5.  Pharmacological fingerprint of antipsychotic drugs at the serotonin 5-HT2A receptor

Molecular Psychiatry
Gaitonde S. A., Avet C., de la Fuente Revenga M., Blondel-Tepaz E., Shahraki A., Pastor A. M., Talagayev V., Robledo P., Kolb P., Selent J., González-Maeso J., Bouvier M.
April 2024

4.  Discovery of ICOS‐Targeted Small Molecules Using Pharmacophore‐Based Screening

ChemMedChem
Calvo-Barreiro L., Talagayev V., Pach S., Abdel‐Rahman S. A., Wolber G., Gabr M.
December 2024

3.  Discovery of small-molecule TIM-3 inhibitors for acute myeloid leukemia using pharmacophore-based virtual screening

Journal of Medicinal Chemistry
Abdel‐Rahman S. A., Talagayev V., Pach S., Wolber G., Gabr M.
August 2024

2.  Designed multiple ligands for the treatment of type 2 diabetes mellitus and its complications: Discovery of (5-arylidene-4-oxo-2-thioxothiazolidin-3-yl)alkanoic acids active as novel dual-targeted PTP1B/AKR1B1 inhibitors

European Journal of Medicinal Chemistry
Maccari R., Wolber G., Genovese M., Sardelli G., Talagayev V., Balestri F., Luti S., Santi A., Moschini R., Del Corso A., Paoli P., Ottanà R.
April 2023

1.  Mind the gap—deciphering GPCR pharmacology using 3D pharmacophores and artificial intelligence

Pharmaceuticals
Noonan T., Denzinger K., Talagayev V., Chen Y., Puls K., Wolf C. A., Liu S., Nguyen T. N., Wolber G.
October 2022
PDF

Presentations

MDAnalysis UGM 2024

Lightining Talk + Poster
“OpenMMDL A Workflow for Molecular Dynamics Simulations of Protein-Ligand Complexes Setup, Simulation and Analysis”

August 21-23, 2024

EMBO Workshop Computational structural biology

flash talk + Poster
“OpenMMDL A workflow for molecular dynamic simulations of protein-ligand complexes setup, simulation and analysis”

December 6-9, 2023

EUROPIN Summer School on Drug Design 2023

EUROPIN application talks
“Discovery, Optimization and Exploration of Toll like receptor 8 Antagonists”

September 10-15, 2023

EFMC-YMCS 2023

Poster
“A novel approach of Toll-like receptor dynamics application for structure optimization through 3D pharmacophore analysis”

September 7-8, 2023

ICCS 2022

Talk
“An innovative approach of Toll-like receptor dynamics exploitation for structure optimization through 3D pharmacophore analysis”

June 12-16, 2022


Teaching

For second semester pharmacy students

Physical chemistry

Practicals
chemical kinetic experiments for pharmaceutical students
thermodynamcial experiments for pharmaceutical students
2021-now

Quantitative analysis

Practicals
supervision of pharmaceutical students during quantitative analysis practical course
2020

For third semester pharmacy students

Instrumental analytics

Seminars & practicals
gas chromatography experiments for pharmaceutical students
atom absorption spectrometry experiments for pharmaceutical students
2021-now

Interests

Video-games, watching movies, playing bass guitar, formula 1. Also developing and working on open-source tools such as OpenMMDL, MDonatello, or MDAnalysis.