In-Silico Lab

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🔬 In-Silico Lab | Computational Drug Discovery & Molecular Docking Tutorials
Learn CADD, MD Simulation, Protein–Ligand Interaction & Molecular Modeling step-by-step.
🚀 Learn • Simulate • Discover

15/07/2026

Download & Install BIOVIA Discovery Studio Visualizer | Step-by-Step Guide.




















🔬 CRACKING THE CODE: How In Silico Drug Design Stops Cancer Cells 💻✨Ever wondered how scientists design life-saving canc...
16/06/2026

🔬 CRACKING THE CODE: How In Silico Drug Design Stops Cancer Cells 💻✨

Ever wondered how scientists design life-saving cancer treatments before they ever enter a physical lab? The answer lies in computational (in silico) modeling! 🧬🤖

This comprehensive breakdown explains exactly how computer-aided drug design targets aggressive cancer pathways at the molecular level, forcing tumor cells into programmed cell death (apoptosis).

📑 BREAKING DOWN THE MECHANISM

🛑 PART A: The Multi-Modal Cell Mechanism (Cellular View)

The Normal Pathway: On the left, natural growth factors (ligands) bind to the EGFR Pathway receptors on the cell membrane. This triggers a cascading survival signal inside the cell via the Ras ➡️ Raf ➡️ MEK ➡️ ERK protein chain. This signal goes straight to the nucleus, telling the DNA to drive rapid Cell Proliferation, Migration, and Survival.

The In Silico Intervention: Computational algorithms design a perfectly shaped molecule—the OncoBlock-X Complex.

The Blockade: This designed drug plugs into the receptors, cutting off metabolic pathways and glucose transport. Signaling is instantly inhibited, forcing the cancer cell to break apart and undergo Apoptosis (Programmed Cell Death).

🔑 PART B: Multi-Target Binding (The Molecular View)

How does the computer ensure the drug sticks? It maps out exact non-covalent atomic bonds in key receptor pockets:

🧬 B1: EGFR Binding Interaction

Hydrogen Bonds: Form tight connections with amino acid residues like Met 790.

Van der Waals & Electrostatic Forces: Lock the drug into place against Leu 844 and Cys 797.

Hydrophobic Interactions: Nestles the compound into a deep hydrophobic pocket near Glu 762.

🧫 B2: Metabolic Target Binding Interaction

The computational model optimizes alternative bindings using Arg 211, Asp 305, Phe 112, and Tyr 450 to ensure the cell cannot easily mutate and develop drug resistance!

13/06/2026

Complete Gaussian 16 Tutorial: Calculation Setup, Optimisation & Result Analysis 💻🔬

Unlock the full power of quantum chemistry modeling! 🧪✨ Setting up a Gaussian calculation is only half the battle—the real magic happens when you can properly extract and analyze your data.

In this complete tutorial, we walk through the end-to-end workflow for Gaussian 16. You'll learn exactly how to configure your geometric optimization setup to find the key scientific insights needed for your research papers.

🔬 What we analyze in this video:

Electronic Properties: How to extract HOMO-LUMO gaps, molecular Softness, and Hardness.

Spectroscopy Data: Interpreting IR, UV, Raman, and VCD spectra.

Visual Models: Generating and reading Electrostatic Potential (ESP) maps.

13/06/2026

How to Do Energy Minimization of Chemical Compounds Using Gabedit 💻🔬

🧪💥 Before running complex quantum chemistry or docking calculations, you must minimize your molecule's energy!

In this tutorial, we walk through the step-by-step process of performing Energy Minimization and Molecular Dynamics (MD) simulations on a chemical compound using Gabedit. We look at setting up the parameters, analyzing the running data (like Kinetic, Potential, and Total energy changes), and watching the structure optimize in real time.


-Silico Lab

12/06/2026

The Right Way to Draw a Nitro Group ($NO_2$) in ChemDraw 💻

Stop just typing "NO2" as text in ChemDraw! If you want your chemical structures to look professional for research papers, thesis reports, or assignments, you need to know how to expand the nitro group into its proper double bonds and formal charges (-O and +N).


-Silico Lab

12/06/2026

How to Get Chemical Structures from GC-MS Results (PubChem & ChemSpider Tutorial)

Struggling to find the exact chemical structures for your GC-MS data? 🧪💻

In this video, we break down step-by-step how from your GC-MS results and seamlessly download accurate 2D, 3D, and crystal structures using free databases like PubChem and ChemSpider.


-Silico Lab

11/06/2026

🔬 Draw Complex Molecular Structures in Gaussian | Convert 2D Structures into 3D Models.

In this tutorial, you'll learn how to draw and build complex molecular structures in Gaussian for computational chemistry and drug discovery research.

Starting from a 2D chemical structure, we will create a complete 3D molecular model, prepare it for geometry optimization, and make it ready for quantum chemical calculations.



















In-Silico Lab

11/06/2026

🧬 Simple to Complex 3D Structure Drawing by Gaussian | Complete Beginner to Advanced Tutorial
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IIn this tutorial, you'll learn how to draw simple to complex 3D molecular structures using Gaussian software. Starting from basic molecules, we'll gradually build more advanced chemical structures used in computational chemistry, molecular modeling, and drug discovery research.



















In-Silico Lab

09/06/2026

Simple to Complex 2D Structure Drawing by ChemDraw | Complete Beginner to Advanced Tutorial.
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Want to learn 2D chemical structure drawing in ChemDraw from the basics to advanced level?

In this tutorial, you'll learn how to draw chemical structures step-by-step, starting from simple molecules like Phenol and progressing to more complex compounds used in pharmaceutical and medicinal chemistry research.
















In-Silico Lab

07/06/2026

Finding the Target Protein for an Approved Drug Using DrugBank Database.






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