# InSilico Logics ## Posts - [Molecular Docking Workflow: From Protein Preparation to Publication-Ready Results](https://insilicologics.site/molecular-docking-workflow-from-protein-preparation-to-publication-ready-results/): Molecular Docking Workflow: From Protein Preparation to Publication-Ready Results Molecular docking is widely used in computational drug discovery to investigate how small molecules may interact with biological macromolecules. Running AutoDock Vina or another docking program is relatively straightforward. Designing a scientifically defensible docking workflow is not. Protein selection, structure preparation, ligand preparation, binding-site definition, validation and interpretation can all influence the final results. This article outlines a practical workflow from target selection to publication-ready molecular visualisation. Step 1: Select the Biological Target A docking project should begin with a biological question, not with docking software. The selected protein should have a […] - [Network Pharmacology Workflow: From Compound Targets to Hub Genes and KEGG Pathways](https://insilicologics.site/network-pharmacology-workflow-from-compound-targets-to-hub-genes-and-kegg-pathways/): Network Pharmacology Workflow: From Compound Targets to Hub Genes and KEGG Pathways Traditional drug-discovery models often focus on a simple relationship: one compound → one target → one biological effect Biological systems, however, are rarely that simple. Diseases involve interconnected genes, proteins and signalling pathways, while many natural products and therapeutic compounds can interact with multiple molecular targets. Network pharmacology provides a systems-level approach for investigating these complex relationships. It has become particularly useful in natural-product research, drug repurposing and computational studies exploring potential mechanisms of action. Step 1: Identify the Compounds The workflow begins by defining the compounds being investigated. […] - [SwissADME vs pkCSM vs ADMETlab: Which ADMET Tool Should You Use?](https://insilicologics.site/swissadme-vs-pkcsm-vs-admetlab-which-admet-tool-should-you-use/): SwissADME vs pkCSM vs ADMETlab: Which ADMET Tool Should You Use? A compound can demonstrate promising activity against a biological target and still fail as a drug candidate because of poor absorption, rapid metabolism, toxicity or unsuitable pharmacokinetic properties. For this reason, ADMET analysis — Absorption, Distribution, Metabolism, Excretion and Toxicity — is an important component of early-stage computational drug discovery. Several freely accessible platforms can help researchers estimate these properties before experimental testing. Among the most frequently used are SwissADME, pkCSM and ADMETlab. But which one should you use? In many projects, the most useful answer is not necessarily one […] - [Molecular Docking Validation: Why Redocking and RMSD Matter](https://insilicologics.site/molecular-docking-validation-why-redocking-and-rmsd-matter/): Molecular Docking Validation: Why Redocking and RMSD Matter Molecular docking has become an essential computational technique in drug discovery, allowing researchers to predict how small molecules may interact with biological targets. However, obtaining a docking score alone is not enough to demonstrate that a docking protocol is reliable. Before screening new compounds, researchers should consider whether the selected docking methodology can reproduce a biologically relevant binding pose. One of the most widely used approaches for evaluating this is redocking followed by Root Mean Square Deviation (RMSD) analysis. What Is Molecular Docking Validation? Docking validation evaluates whether a computational docking protocol can […] - [Unlocking the Future of Medical Laboratory Science with Labologics Academy](https://insilicologics.site/unlocking-the-future-of-medical-laboratory-science-with-labologics-academy/): Introduction to Labologics Academy In the evolving landscape of medical education, Labologics Academy emerges as a dual-purpose platform dedicated to bolstering the journey of medical laboratory science students and professionals. This innovative educational hub not only offers high-yield test preparation but also provides an AI-powered tool for interpreting lab results. Comprehensive Exam Preparation Labologics Academy is your premier destination for preparing for critical exams such as the DHA and HAAD. With digital study guides and specialized crash courses tailored to enhance understanding, students can access a wealth of resources designed to improve their knowledge and performance. These offerings ensure that users […] - [Enhancing Skills in Medical Laboratory Science](https://insilicologics.site/enhancing-skills-in-medical-laboratory-science/): Introduction to Medical Laboratory Science Medical laboratory science is a vital component of the healthcare system, providing essential data that guide patient diagnosis and treatment. For students and professionals in this field, continuous education is crucial for staying current with advancements and regulatory requirements. High-Yield Test Preparation Preparing for licensure exams such as the DHA and HAAD can be daunting. Focused study guides and crash courses can significantly enhance knowledge and boost confidence. Structured learning paths help students target key areas of study, ensuring a thorough understanding of critical concepts in medical laboratory science. AI-Powered Lab Report Interpretation In today’s digital […] ## Pages - [Binding Affinity (kcal/mol) to Ki & Kd Converter](https://insilicologics.site/binding-affinity-kcal-mol-to-ki-kd-converter/): Binding Affinity (kcal/mol) to Ki & Kd Converter Binding Affinity to Ki / Kd Converter Convert molecular docking scores (ΔG in kcal/mol) into theoretical inhibition constants and dissociation constants. Binding Energy (ΔG in kcal/mol): (e.g., AutoDock Vina score) Temperature (Kelvin): 298.15 K (Standard Room Temp / 25°C)310.15 K (Human Physiological / 37°C) Predicted Dissociation / Inhibition Constant (Ki / Kd) — — M Millimolar (mM): — Micromolar (μM): — Nanomolar (nM): — Thermodynamic Formula: ΔG = R × T × ln(Ki)  →  Ki = exp(ΔG / (R × T)) Where universal gas constant R = 1.9872 × 10-3 kcal/(mol·K). Need Full […] - [Price Estimator](https://insilicologics.site/price-estimator/): CADD & ANALYSIS PROJECT PRICE ESTIMATOR Estimate Your Project Scope & Fee Configure your targets, compound library size, and service tier to receive an estimated timeline and fee. Number of Ligands / Compounds: 5 Receptors / Target Proteins: 1 Include Service Modules: Molecular Docking & Binding Energy Calculation ($25 base) Full ADMET & Pharmacokinetic Profiling (+$20) Cytoscape Network Pharmacology & Pathway Analysis (+$35) 300 DPI Publication-Ready Figures & Methodology Draft (+$15) Estimated Cost $40 Estimated Turnaround: 2-3 Business Days Inquire With This Scope Let’s TALK! - [Terms & Conditions](https://insilicologics.site/terms-conditions/): Effective Date: September 12, 2026 Website:https://insilicologics.site/ Contact Email: Insilicologics@gmail.com Welcome to InSilico Logics. By accessing this website and utilizing our computational biology and in-silico analysis services, you agree to comply with and be bound by the following terms and conditions. 1. Scope of Services InSilico Logics offers dry-lab computational research services, including but not limited to: 2. Research Disclaimer & Predictive Nature of In-Silico Analysis 3. Intellectual Property & Deliverables Ownership 4. Payments, Revisions, and Delivery 5. 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