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Size Exclusion Chromatography Course
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Size Exclusion Chromatography Course

Master size exclusion chromatography from first principles to advanced biopharmaceutical applications. This course covers SEC instrumentation, method development, calibration strategies, and data interpretation at a professional level. Whether you work with proteins, antibodies, or synthetic polymers, you will gain the technical depth to produce reliable, audit-ready results.

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What you will learn:

You will build a thorough understanding of SEC theory, stationary phases, mobile phase design, and detection systems. The course walks you through calibration methods including relative standards, universal calibration, and absolute MALS-based molecular weight determination. You will learn to develop, optimize, and validate SEC methods that meet regulatory requirements. Biopharmaceutical applications such as monoclonal antibody characterization, protein aggregation analysis, and stability studies are covered in detail. You will also gain practical troubleshooting skills to diagnose and resolve common instrument, column, and data quality problems.

How you study in practice Size Exclusion Chromatography Course

How you practice Size Exclusion Chromatography Course

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Course Content

8 Chapters • 38 LessonsDuration between 4 and 360 hours (you decide)

Chapter 1See details

Foundations of Chromatography and SEC

  • Lesson 1 • Principles of Chromatographic Separation

    Covers stationary/mobile phase interactions and band broadening fundamentals. Establishes vocabulary used throughout the course.

  • Lesson 2 • Physical Basis of Size Exclusion

    Explains steric exclusion and pore diffusion as the sole separation mechanism. Connects pore geometry to molecular size discrimination.

  • Lesson 3 • Key SEC Terminology and Parameters

    Defines void volume, elution volume, and distribution coefficient Kd. Provides the quantitative language needed for all subsequent chapters.

  • Lesson 4 • Overview of Chromatographic Modes

    Contrasts ion-exchange, reversed-phase, affinity, and size-based separations. Positions SEC within the broader analytical toolkit.

Chapter 2See details

SEC Stationary Phases and Columns

  • Lesson 1 • Column Care and Lifetime

    Covers storage, regeneration, and performance monitoring to maximize column lifespan. Directly impacts data reproducibility and cost efficiency.

  • Lesson 2 • Pore Size and Fractionation Range

    Explains how nominal pore size determines the molecular weight fractionation window. Guides column selection for proteins, polymers, and small molecules.

  • Lesson 3 • Porous Particle Chemistries

    Surveys silica, cross-linked dextran, agarose, and synthetic polymer supports. Links chemistry to chemical compatibility and operating range.

  • Lesson 4 • Column Formats and Dimensions

    Compares analytical, semi-preparative, and preparative column formats. Connects column dimensions to throughput, resolution, and back-pressure.

Chapter 3See details

Mobile Phases and Operating Conditions

  • Lesson 1 • Sample Preparation for SEC

    Covers filtration, buffer exchange, and concentration steps before injection. Prevents column contamination and ensures accurate molecular weight data.

  • Lesson 2 • Flow Rate and Pressure Optimization

    Relates flow rate to resolution via the van Deemter equation adapted for SEC. Balances analysis time against peak efficiency.

  • Lesson 3 • Temperature Effects on SEC

    Describes how temperature alters viscosity, diffusion, and secondary interactions. Guides temperature selection for reproducible separations.

  • Lesson 4 • Mobile Phase Composition Principles

    Explains how ionic strength, pH, and organic modifiers suppress non-specific interactions. Establishes criteria for choosing aqueous vs. organic SEC solvents.

  • Lesson 5 • Isocratic vs. Gradient Elution in SEC

    Clarifies why SEC is inherently isocratic and when solvent changes are used for column washing. Prevents common method development errors.

Chapter 4See details

SEC Instrumentation and Detection

  • Lesson 1 • UV-Vis Absorbance Detection

    Explains wavelength selection, detector linearity, and baseline stability for UV detection. Covers protein detection at 280 nm and nucleic acid detection at 260 nm.

  • Lesson 2 • HPLC and FPLC System Architectures

    Compares high-pressure and low-pressure liquid chromatography platforms used for SEC. Guides instrument selection based on pressure, scale, and sample type.

  • Lesson 3 • Pumps, Injectors, and Tubing

    Details pump types, injection valve operation, and tubing dead volume. Minimizes extra-column band broadening for accurate results.

  • Lesson 4 • Viscometry and Mass Spectrometry Coupling

    Covers online viscometry for intrinsic viscosity and SEC-MS coupling for identity confirmation. Expands analytical information from a single SEC run.

  • Lesson 5 • Light Scattering and Refractive Index Detectors

    Introduces MALS, RALS, and RI detectors for absolute molecular weight determination. Connects detector choice to the need for calibration standards.

Chapter 5See details

Calibration and Molecular Weight Determination

  • Lesson 1 • Molecular Weight Averages and Dispersity

    Calculates Mn, Mw, Mz, and dispersity Ð from chromatographic data. Connects distribution statistics to material properties and product quality.

  • Lesson 2 • Relative Calibration with Standards

    Uses narrow-distribution standards to build a log MW vs. elution volume curve. Establishes the most common calibration approach in polymer and protein analysis.

  • Lesson 3 • Absolute Molecular Weight with MALS

    Derives absolute MW directly from light scattering without calibration standards. Eliminates column-chemistry bias for complex macromolecules.

  • Lesson 4 • Validation of Calibration Methods

    Applies accuracy, precision, linearity, and range criteria to calibration validation. Ensures data integrity for regulated and research environments.

  • Lesson 5 • Universal Calibration Approach

    Applies the Mark-Houwink relationship to extend calibration across polymer architectures. Enables accurate MW for branched and copolymer samples.

Chapter 6See details

SEC Method Development and Optimization

  • Lesson 1 • Injection Volume and Sample Load Optimization

    Determines maximum injection volume and mass load before resolution degrades. Prevents overloading artifacts in both analytical and preparative SEC.

  • Lesson 2 • Defining Method Goals and Requirements

    Translates analytical objectives into measurable method performance criteria. Aligns column, mobile phase, and detector choices with the intended use.

  • Lesson 3 • Resolution Enhancement Strategies

    Applies column coupling, flow rate adjustment, and temperature tuning to improve resolution. Provides practical tools for difficult separations.

  • Lesson 4 • Method Robustness and Ruggedness Testing

    Evaluates method sensitivity to small deliberate changes in key parameters. Identifies critical parameters and sets acceptable operating ranges.

  • Lesson 5 • Column and Mobile Phase Screening

    Systematically evaluates column chemistries and mobile phase variables to maximize resolution. Reduces development time through rational experimental design.

Chapter 7See details

SEC Applications in Biopharmaceuticals

  • Lesson 1 • Protein Aggregation Analysis

    Uses SEC to quantify monomer, dimer, and higher-order aggregate content in protein samples. Directly supports drug substance quality assessment.

  • Lesson 2 • Formulation and Stability Studies

    Monitors aggregation and fragmentation during accelerated and real-time stability studies. Links SEC data to formulation decisions and shelf-life predictions.

  • Lesson 3 • Nucleic Acid and Oligonucleotide Analysis

    Adapts SEC conditions for DNA, RNA, and oligonucleotide size profiling. Addresses unique mobile phase and column requirements for nucleic acids.

  • Lesson 4 • Monoclonal Antibody Characterization

    Applies SEC to assess mAb size variants, fragments, and conjugate integrity. Covers method conditions specific to IgG and antibody-drug conjugates.

  • Lesson 5 • Polysaccharide and Glycoprotein Analysis

    Characterizes molecular weight and dispersity of polysaccharides and glycoconjugates. Highlights challenges from non-globular conformation and high dispersity.

Chapter 8See details

Data Analysis, Reporting, and Quality Assurance

  • Lesson 1 • Technical Report Writing for SEC

    Structures SEC reports with methods, results, discussion, and conclusions sections. Communicates findings clearly to scientific and non-scientific stakeholders.

  • Lesson 2 • Data Integrity and Electronic Records

    Applies audit trail, access control, and data review principles to SEC software systems. Meets expectations of data integrity frameworks in regulated industries.

  • Lesson 3 • Chromatogram Interpretation and Peak Integration

    Applies baseline correction, peak detection, and integration algorithms to SEC chromatograms. Ensures accurate area percent and molecular weight calculations.

  • Lesson 4 • Method Validation for Regulated Environments

    Executes validation parameters including specificity, linearity, accuracy, and precision. Prepares documentation for regulatory submission and audit readiness.

  • Lesson 5 • Statistical Analysis of SEC Data

    Applies descriptive statistics, control charts, and outlier tests to SEC results. Supports method performance monitoring and batch release decisions.

Certification

Your valid completion certificate

This course is for you:

  • Analytical chemist: needs deeper SEC expertise to handle complex biopharmaceutical samples.

  • QC scientist in pharma: wants to produce audit-ready data with full regulatory confidence.

  • Polymer chemist: seeks to master GPC and molecular weight distribution analysis rigorously.

  • Biotech research associate: characterizes antibodies or proteins and needs stronger method foundations.

  • Graduate student in biochemistry: building practical separation science skills for a research career.

  • Career changer from biology: transitioning into analytical roles where SEC is a core technique.

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