Documentation

Learn about nanoparticle design principles and scientific concepts

Introduction to Nanoparticles

Nanoparticles are materials with dimensions between 1 and 100 nanometers that exhibit unique physicochemical properties different from bulk materials. Their small size, large surface area-to-volume ratio, and tunable properties make them valuable for applications in medicine, electronics, energy, and materials science.

Key characteristics that influence nanoparticle behavior include:

  • Size and shape
  • Core material composition
  • Surface chemistry and functionalization
  • Surface charge (zeta potential)
  • Colloidal stability in different environments

NanoForge helps you design nanoparticles by providing a scientific interface to explore these parameters and predict their impact on stability and performance.

Core Materials

The core material determines many of the nanoparticle's fundamental properties. NanoForge supports the following core materials:

Material
Properties
Applications
Gold (AuNP)
Surface plasmon resonance, biocompatibility, easy surface modification
Biosensing, drug delivery, photothermal therapy, imaging
Silver (AgNP)
Antimicrobial properties, high electrical conductivity
Antimicrobial applications, electronics, catalysis
Iron Oxide (Fe₃O₄)
Superparamagnetism, magnetic manipulation
MRI contrast, magnetic hyperthermia, targeted delivery
Silica (SiO₂)
Porosity, high surface area, biocompatibility
Drug delivery, enzyme encapsulation, theranostics
Quantum Dot (CdSe)
Quantum confinement, size-dependent fluorescence
Fluorescent imaging, diagnostics, optoelectronics
Polystyrene (PS)
Low density, uniform size distribution
Calibration standards, model systems, diagnostics

Surface Functionalization

Surface modifications are critical for nanoparticle stability, targeting, and functionality. NanoForge supports multiple surface modification strategies:

Polymer Coatings

Polymers like PEG provide steric stabilization, prevent protein adsorption, and extend circulation time. Options include PEG, PLGA, PEI, chitosan, and PAA with varying charge and hydrophobicity properties.

Lipid Layers

Lipid coatings mimic biological membranes and are useful for drug delivery. Options include phosphatidylcholine, DOTAP, DOPE, and cholesterol.

Proteins and Antibodies

Proteins provide biological recognition and targeting. Options include BSA, transferrin, antibodies, lysozyme, insulin, and streptavidin.

DNA/RNA

Nucleic acids enable molecular recognition, programmable assembly, and gene delivery. Options include siRNA, DNA aptamers, mRNA, and antisense oligonucleotides.

Surface coverage and distribution (uniform vs. sparse) also significantly impact nanoparticle behavior.

Physical Properties

NanoForge calculates key physical properties that determine nanoparticle behavior:

Hydrodynamic Diameter

The effective size of the nanoparticle in solution, including the core, surface layers, and associated solvent molecules. This is larger than the physical diameter and affects biodistribution and cellular uptake.

Zeta Potential

The electrical potential at the slipping plane of the particle, which indicates surface charge and predicts colloidal stability:

  • High absolute values (±30 mV or more): Good stability
  • Moderate values (±10-30 mV): Moderate stability
  • Low values (±0-10 mV): Likely to aggregate

Surface Coverage

The percentage of surface area covered by functional molecules, which affects reactivity, stability, and targeting efficiency. NanoForge calculates maximum possible coverage based on molecular size and steric constraints.

Colloidal Stability

NanoForge predicts stability based on multiple factors:

Electrostatic Stabilization

Charged particles repel each other, preventing aggregation. This mechanism is sensitive to ionic strength, with high salt concentrations screening charges and reducing stability.

Steric Stabilization

Bulky surface molecules prevent particles from approaching closely enough to aggregate. This mechanism is less sensitive to ionic strength but depends on surface coverage and molecular size.

Environmental Factors

The stability analysis considers:

  • Medium composition (water, PBS, serum, etc.)
  • pH and its effect on surface charge
  • Temperature and its impact on molecular interactions
  • Protein interactions and corona formation

Steric Hindrance

Steric hindrance refers to the spatial constraints imposed by molecular size and structure that affect packing density and accessibility.

Impact on Nanoparticle Design

NanoForge incorporates steric hindrance in several calculations:

  • Maximum surface coverage based on molecular footprint
  • Hydrodynamic diameter adjustments for bulky molecules
  • Layer compatibility predictions for adjacent high-steric-hindrance layers

Steric Hindrance Levels

Materials are classified by steric hindrance level:

  • Low: Small molecules, lipids
  • Medium: Linear polymers, carbohydrates
  • High: Globular proteins, dendrimers
  • Very High: Antibodies, large nucleic acids

DNA/RNA Principles

DNA and RNA functionalization enables programmable recognition and delivery capabilities. NanoForge calculates thickness based on actual nucleotide sequences:

Sequence-Based Calculations

The thickness of DNA/RNA layers is calculated based on:

  • Nucleotide count (each ~0.34 nm in length)
  • Folding factor based on the type (siRNA, aptamer, mRNA, etc.)
  • Secondary structure considerations

Material-Specific Factors

Different nucleic acid types have different structural properties:

  • siRNA: Double-stranded, compact A-form helix
  • DNA Aptamers: Significant 3D folding with tertiary structure
  • mRNA: Larger size with complex secondary structure
  • Antisense Oligonucleotides: Single-stranded with minimal folding

Using NanoForge

NanoForge provides a comprehensive interface for designing and analyzing nanoparticles:

Designer Interface

The main design interface allows you to:

  • Select core material, size, and shape
  • Add multiple surface layers with precise control over coverage
  • Specify environmental conditions (medium, pH, temperature)
  • Visualize the nanoparticle in 3D or cross-section
  • View calculated physical properties and stability predictions

Exporting Results

You can export your designs as:

  • PDF reports with comprehensive data and visualizations
  • JSON files for programmatic analysis or sharing
  • CSV files for data processing in spreadsheet software

Best Practices

  • Consider the biological environment when designing
  • Pay attention to compatibility warnings
  • Recognize physical constraints on surface coverage
  • Balance stability with functionality for your specific application