[Reader Insight] Accelerating Gas Chromatography Method Development
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This article is submitted by expert chromatographer LI Ang . Welch Materials, Inc. is authorized to translate this article to English and publish it on behalf of the author.
Introduction
Gas chromatography (GC) is a chromatographic technique that uses a gas as the mobile phase (i.e carrier gas) to separate and analyze substances within a packed column.
After vaporization, the substances or their derivatives are transported into the GC column by the carrier gas, separated, and sequentially entered a detector, where a data processing system records the chromatographic signals. GC is widely used for detecting residual solvents and related substances in pharmaceuticals.
To ensure accurate and reliable analytical results, method validation is conducted. This includes specificity, limits of detection (LOD) and quantitation (LOQ), linearity and range, accuracy, precision (e.g repeatability, intermediate precision, reproducibility), and robustness.
Among these, specificity, LOD/LOQ, and accuracy are particularly critical during method development. Addressing these aspects effectively can significantly shorten the development timeline for GC methods.
Specificity
Achieving good specificity in GC heavily depends on selecting an appropriate chromatographic column. Capillary columns with liquid stationary phases are commonly used. Column selection is based on the separation principle and tailored to the analyte's properties:
Based on Polarity Similarity Principle
Compound Polarity |
Stationary Phase Selection |
Elution Order |
Non-polar |
Non-polar phase |
Elutes by boiling point, with lower boiling points eluting first |
Moderate |
Moderately polar phase |
Elutes roughly by boiling point, with closer boiling points eluting by polarity (stronger polarity elutes later) |
Strong |
Polar phase |
Elutes by polarity, with stronger polarities eluting later |
Based on Functional Groups
For example, alcohols are best analyzed using alcohol-specific or polyethylene glycol stationary phases.
Based on Compound Properties and Separation Principles
Separation Principle |
Stationary Phase |
Elution Order |
Boiling point difference |
Non-polar phase |
By boiling point, with lower boiling points eluting first |
Polarity difference |
Polar phase |
By polarity, with stronger polarities eluting later |
Understanding the analytes' boiling points and polarities is essential for selecting the right separation principle. For example, when separating multiple polar compounds, if separation using a polar stationary phase based on "polarity differences" is ineffective, switching to a nonpolar stationary phase and leveraging "boiling point differences" might be more effective. Optimizing the choice of column and temperature programming can lead to excellent specificity.
Limits of Detection (LOD) and Quantitation (LOQ)
Sensitivity reflects the ability of an analytical method to detect trace amounts of substances. In GC, sensitivity can be optimized at several stages:
Detector Selection
The commonly used flame ionization detector (FID) responds to the number of ions, which is proportional to the number of C-H bonds. Functional groups like hydroxyl and carbonyl are less easily ionized, resulting in lower responses. Thus, compounds with more C-H bonds yield higher responses.
Compound A (Ethylene Glycol) |
Compound B (NMP) |
Boiling point: 197 ℃, concentration: 62 μg/mL |
Boiling point: 203 ℃, concentration: 53 μg/mL |
Signal-to-noise ratio: 17 |
Signal-to-noise ratio: 66 |
With a higher boiling point and a lower concentration, Compound B yields a higher response. |
For selective samples, detectors with strong specificity can be used:
- Halogen-containing samples: Electron capture detector (ECD)
- Nitrogen- or phosphorus-containing samples: Nitrogen-phosphorus detector (NPD)
Vaporization Temperature
For direct injection, adjust the injection port temperature. For headspace injection, set the headspace equilibration temperature. A vaporization temperature too low relative to the sample's boiling point can result in weak or no signals. Increasing the vaporization temperature (particularly the headspace equilibration temperature) enhances sample response.
Headspace equilibration temperature |
110 ℃ |
120 ℃ |
Peak area of methanol |
218.503 |
290.013 |
Split Ratio
For trace analytes, reduce the split ratio or use a splitless mode to direct more sample into the detector, thereby improving response.
Sample Preparation
For headspace injection with FID, increasing the volume of sample solution in the headspace vial can improve response. For trace analytes with low water solubility, adding water to the headspace vial can boost response.
Sample Preparation |
Peak Area |
Peak Height |
2 mL DMSO |
3.458/3.495 |
0.7/0.7 |
2 mL DMSO & 1 mL water |
3.864/3.877 |
0.8/0.8 |
Accuracy
Accuracy evaluates the correctness of a method and is typically assessed using recovery studies.
Selecting a Suitable Column
The choice of column influences recovery rates. For example, for basic substances like triethylamine, an amine-specific analysis column is recommended.
Column type |
Moderately polar column |
Amine column |
||||
Recovery rate % of triethylamine |
50.9 |
51.3 |
52.7 |
97.4 |
96.6 |
97.5 |
52.6 |
54.4 |
54.5 |
97.0 |
96.1 |
96.2 |
Optimizing Method Parameters
For multi-component analysis where components vary greatly in boiling point (e.g., methanol: 65°C; ethanol: 78°C; isopropanol: 82°C; toluene: 110°C; DMSO: 189°C), set a higher headspace equilibration temperature to ensure high-boiling components achieve gas-liquid equilibrium, resulting in consistent and satisfactory recovery rates.
Headspace equilibration temperature |
80 ℃ |
120 ℃ |
||||
Recovery rate % of DMSO |
139.4 |
133.2 |
107.4 |
101.2 |
100.5 |
96.7 |
206.0 |
131.5 |
123.0 |
102.0 |
94.1 |
98.0 |
Minimizing Matrix Effects
Matrix effects occur when components other than the analyte interfere with the analysis and affect accuracy. In headspace injection, matrix effects are especially pronounced.
The best way to eliminate matrix effects is the standard addition method, though it is complex. For external standard methods, matrix concentration impacts recovery rates for analytes; higher concentrations amplify matrix effects. To mitigate this, lower the sample concentration while maintaining method sensitivity to ensure accurate recovery rates for analytes.
Concentration |
200 mg/mL |
100 mg/mL |
||||
Recovery rate % of Mesityl Oxide |
62.1 |
69.6 |
58.6 |
82.9 |
88.6 |
81.6 |
65.9 |
64.4 |
64.0 |
94.4 |
82.0 |
88.3 |