calibration curve is one of those subjects where the details matter more than the headlines. This page pulls together the background, the mechanisms, and the practical points readers ask about most.
Updated 2026-03-15. Numbers and descriptions here follow the published literature rather than marketing material.
Quality control laboratories use HPLC to check identity, purity, concentration, and stability of raw materials and finished products. A validated method specifies the column, mobile phase, flow rate, detection wavelength, injection volume, and run time. Samples are prepared and compared against reference standards of known concentration. The resulting chromatogram provides quantitative data, such as assay values and impurity levels. This approach is common in pharmaceutical, food, environmental, and industrial testing where consistent measurements are required.
Method validation demonstrates that an analytical procedure is suitable for its intended purpose. Typical validation characteristics include accuracy, precision, specificity, linearity, range, limit of detection, limit of quantitation, and robustness. Regulatory guidance from bodies such as the International Council for Harmonisation and the United States Pharmacopeia outlines expectations, though specific criteria depend on the product and method. System suitability tests are run before sample analysis to confirm resolution, peak symmetry, column efficiency, and injection repeatability. Failure of these checks can invalidate a batch of measurements.
Method validation evaluates accuracy, precision, specificity, linearity, range, detection limit, quantitation limit, and robustness. Regulatory guidance for pharmaceuticals, foods, and environmental testing defines expected documentation and acceptance criteria. Verification confirms that a validated method works in a specific laboratory with its own instruments and reagents. Calibration curves use reference standards with known purity and traceability, while measurement uncertainty is estimated from validation data, control charts, and collaborative studies. The scope of validation depends on the method's intended use.
Routine quality control monitors retention time shifts, baseline noise, system pressure, and peak shape. Trends can reveal column aging, mobile phase preparation errors, detector drift, or sample degradation. Corrective actions may include replacing the column, preparing fresh mobile phase, or recalibrating the detector. Stability testing often uses HPLC to measure parent compound loss and degradation product formation. Open questions remain about how accelerated stability results extrapolate to long-term storage under varied conditions.
| Parameter | Typical acceptance criterion | Notes |
|---|---|---|
| Resolution | ≥ 1.5 | Baseline separation of adjacent peaks |
| Tailing factor | ≤ 2.0 | Peak symmetry measure |
| Theoretical plates | > 2000 | Column efficiency indicator |
| Injection repeatability | ≤ 2% RSD | Relative standard deviation for replicate injections |
| Linearity | r² ≥ 0.995 | Calibration curve over the working range |
Separation performance depends on particle size, pore size, column length, and the chemistry of the stationary phase. Smaller particles generally improve efficiency but require higher pressure and suitable instrumentation. The mobile phase often contains buffers and organic solvents that influence retention and selectivity. Testing labs select conditions based on the analytes, sample matrix, and required sensitivity. Method development frequently involves screening several columns and solvent mixtures before a final set of conditions is chosen.
High-performance liquid chromatography is an analytical technique that separates components in a liquid sample by passing them through a packed column under pressure. A pump delivers a mobile phase at a controlled flow rate, and an injector introduces the sample into the stream. Differences in how analytes partition between the mobile phase and the stationary phase cause them to exit the column at different times. Detection then records a signal proportional to the amount of each separated substance. The resulting chromatogram provides retention times and peak areas for identification and quantification.
Instrumentation includes a solvent delivery system, an autosampler, a column oven, and one or more detectors. Reversed-phase columns with chemically modified silica are widely used, but normal-phase, ion-exchange, size-exclusion, and affinity modes exist for specific separations. Detectors may rely on ultraviolet absorbance, fluorescence, refractive index, or mass spectrometry. Column temperature, mobile phase composition, and flow rate are adjusted to improve resolution. System pressure is monitored because rising pressure can indicate column blockage or deteriorating packing.
Routine HPLC testing depends on controlled reagents, calibrated instruments, and documented procedures. Columns degrade over time, so retention times and peak shapes are monitored for drift. Mobile phases are filtered and degassed to prevent pump damage and detector noise. Reference standards must be traceable and stored under suitable conditions. Data handling systems record injections, calculations, and audit trails. Quality control samples interspersed with unknowns help detect errors during a run.
Developing an HPLC method begins with defining the purpose, such as quantifying a main component, measuring impurities, or confirming identity. Analysts select separation mode, column, mobile phase, detection, and sample preparation based on analyte properties and matrix. Experiments vary solvent strength, pH, buffer type, and temperature to achieve resolution between critical peaks. The goal is a robust method that produces reliable results across instruments and operators. Method development often involves trial runs and statistical optimization.
The residence time of a fluid parcel is the total time that the parcel has spent inside a control volume (e.g.: a chemical reactor, a lake, a human body). The residence time of a set of parcels is quantified in terms of the frequency distribution of the residence time in the set, which is known as residence time distribution (RTD), or in terms of its average, known as mean residence time. Residence time plays an important role in chemistry and especially in environmental science and pharmacology. Under the name lead time or waiting time it plays a central role respectively in supply chain management and queueing theory, where the material that flows is usually discrete instead of continuous.
Soybeans have the smallest sample food that provide complete protein, smaller than for several animal foods. Food samples for nuts, seeds, beans, and peas are bigger than one of chicken, and in case of rice, the sample is simply unpractical - the known fact is that cereals are not the main source of proteins.
== Further reading == Price, Nicholas C; Stevens, Lewis (1996). Principi di enzimologia [Principles of enzymology] (in Italian). A. Delfino. ISBN 978-88-7287-100-3. OCLC 879866185. Mazzucato, Fernando; Giovagnoni, Andrea (2019). Manuale di tecnica, metodologia e anatomia radiografica tradizionali [Manual of traditional radiographic technique, methodology and anatomy] (in Italian). Piccin. ISBN 978-88-299-2959-7. OCLC 1141547603. Torricelli, P; Antonelli, F; Ferorelli, P; Borromeo, I; Shevchenko, A; Lenzi, S; De Martino, A (March 2020). "Oral nutritional supplement prevents weight loss and reduces side effects in patients in advanced lung cancer chemotherapy". Amino Acids. 52 (3): 445–451. doi:10.1007/s00726-020-02822-7. PMID 32034492. S2CID 211053578.
=== Agriculture === Plants require carbon dioxide to conduct photosynthesis. The atmospheres of greenhouses may (if of large size, must) be enriched with additional CO2 to sustain and increase the rate of plant growth. At very high concentrations (100 times atmospheric concentration, or greater), carbon dioxide can be toxic to animal life, so raising the concentration to 10,000 ppm (1%) or higher for several hours will eliminate pests such as whiteflies and spider mites in a greenhouse. Some plants respond more favorably to rising carbon dioxide concentrations than others, which can lead to vegetation regime shifts like woody plant encroachment.
Sources: en.wikipedia.org
=== Fungal inhibitors === A chromogranin A-derived antifungal peptide (CGA 47–66, chromofungin) when embedded on a surface has been shown to have antifungal activity by interacting with the fungal membrane and thereby penetrating the cell. Additionally, in vitro studies have demonstrated that such an antifungal coating can inhibit the growth of yeast Candida albicans by 65% and completely stop the proliferation of filamentous fungus Neurospora crassa. Copper and copper alloy surfaces have demonstrated a die-off of Aspergillus spp., Fusarium spp., Penicillium chrysogenum, Aspergillus niger and Candida albicans fungal spores. Hence, the potential to help prevent the spread of fungi that cause human infections by using copper alloys (instead of non-antifungal metals) in air conditioning systems is worthy of further investigation.
The rationale for establishing emission standards for non-road engines is that they are a significant source of pollution. The engines of on-road vehicles have advanced emission controls which are not found on those non-road engines. The non-road engines also emit air pollution particles at much higher rates. The emission standards are based on the engine classifications and vary in various jurisdictions. The main model regulations that are used by many countries are the United States Environmental Protection Agency through the section 213 of the Clean Air Act (42 U.S.C. 7547) and the directive of the European Commission (the "mother" Directive 97/68/EC, the amendments Directive 2002/88/EC, Directive 2004/26/EC, Directive 2006/105/EC, Directive 2011/88/EU and the last amendment Directive 2012/46/EU). The directives cover diesel engines, spark-ignition engines, constant-speed engines, railcars, locomotives and inland waterway vessels. In Europe, the term "non-road mobile machinery" (NRMM) is used to clarify that the definition refers to non-road engines that are capable of self-propulsion. In the European Union, in 2023, the Commission and the Council proposed to harmonize road safety requirements to ease non-road mobile machinery (such as lawn mowers, harvesters or bulldozers) to circulate on public roads and replace local European union member states regulations. This would only apply to machine with maximum speed greater than 6 km/hour (around 4 miles per hour). Next legislative step would be in the European parliament.
== Personal life == On 25 September 2009, Hurley was arrested after a drunken altercation with a taxi driver, after the driver demanded payment for the fare when Hurley asked him to stop at a fast food drivethrough. Hurley was later charged with multiple counts of assault; it is alleged that he punched the driver and kicked him in the groin. Hurley is an ambassador for the MAD Foundation, an Australian health charity supporting young people with disability.
== TNF inhibitors == TNF inhibitors are commonly the first drug prescribed when a patient begins biologic therapy. They have the most extensive history of clinical evidence because they have been available the longest, are the most accessible, and are often the least expensive. Initially, it was thought that TNF inhibitors inactivate the proinflammatory cytokine by direct neutralization, but TNF signaling is a very complex process. Many recent studies suggest that TNF inhibitors may act with a more complex mechanism than simple blockade. They are all administered systemically either subcutaneously or intravenously.
=== Nucleophilic attack at CO === The CO ligand is often susceptible to attack by nucleophiles. For example, trimethylamine oxide and potassium bis(trimethylsilyl)amide convert CO ligands to CO2 and CN−, respectively. In the "Hieber base reaction", hydroxide ion attacks the CO ligand to give a metallacarboxylic acid, followed by the release of carbon dioxide and the formation of metal hydrides or carbonylmetalates. A well-studied example of this nucleophilic addition is the conversion of iron pentacarbonyl to hydridoiron tetracarbonyl anion:
Sources: en.wikipedia.org
== Use and effects == 5-MAPB is an entactogen similarly to MDMA. Its dose is 30 to 70 mg orally and its duration is 5 to 6 hours. The drug has been described by Matthew Baggott as the MDMA analogue with the closest-known effects and so-called "magic" to MDMA itself. However, 5-MAPB is said to be less stimulating than MDMA. In addition, it has been anecdotally claimed to have less of the comedown or hangover of MDMA. It appears to be about 2- or 3-fold more potent than MDMA and to have a duration about twice as long. Other analogues of MDMA that similarly lack its full qualities include MBDB, methylone, 6-APDB, 5-APDB, 6-APB, 5-APB, MDAT, and MDAI, among others. Whereas certain other analogues like MDA and 6-APB are said to have mild psychedelic effects, 5-MAPB is said to be purely entactogenic. In addition to its use on its own, 5-MAPB, along with the related entactogen MDAI, is employed as a component of the MDMA-mimicking Borax combo, which is said to more closely mimic the effects of MDMA.
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German Doner Kebab (GDK) is a fast casual kebab chain, specialising in German doner kebabs, owned by Hero Brands since 2017. Tracing its heritage to a restaurant in Berlin in 1989, the first site opened in Dubai by Farshad Abbaszadeh and his wife Leila Zomorrodian in 2013. The company was purchased with a majority share in 2017 by Hero Brands and moved its headquarters to Glasgow. The company operates more than 160 restaurants throughout the United Kingdom, Sweden, North America and the Middle East.
== Regulation == In the US, ricin appears on the select agents list of the Department of Health and Human Services, and scientists must register with HHS to use ricin in their research. However, investigators under the control of less than 1000 mg are exempt from regulation. Ricin is classified as an extremely hazardous substance in the United States as defined in Section 302 of the US Emergency Planning and Community Right-to-Know Act (42 U.S.C. 11002), and is subject to strict reporting requirements by facilities that produce, store, or use it in significant quantities.
=== Preparation of acyl cyanides === Acyl cyanides (α-oxonitriles) can in certain cases be prepared by reacting carboxylic acid halides with transition metal cyanides (e.g., copper cyanide or silver cyanide). This approach is particularly effective for aromatic carboxylic acid halides and aliphatic acyl bromides, whereas aliphatic acyl chlorides are unreactive. Aliphatic acyl cyanides can instead be synthesized by reacting carboxylic acid chlorides with trimethylsilyl cyanide.
Sources: en.wikipedia.org
Method validation is the documented process of confirming that an HPLC procedure is suitable for its intended use. It evaluates accuracy, precision, specificity, linearity, range, detection limits, and robustness. Validation criteria depend on the regulatory context and the sample type.
System suitability tests are short checks performed before or during an HPLC run to verify instrument and method performance. They often include resolution, tailing factor, theoretical plates, and injection precision. Results must meet predefined limits for sample data to be accepted.
HPLC retention time alone cannot definitively identify an unknown substance. A match with a reference standard under identical conditions provides supporting evidence. Confirmation typically requires mass spectrometry, nuclear magnetic resonance, or another orthogonal technique.
System suitability is typically performed before each batch or according to the validated method and laboratory procedure. Some long runs include periodic checks during analysis. The required frequency depends on regulatory expectations and method performance.