Calibration curve raises a handful of sensible questions. This page answers them in order, starting with the fundamentals and moving to applications.
This page was last updated on 2025-09-07 and is reviewed periodically as new material appears.
Validation establishes that a method is suitable for its intended purpose. Typical parameters include accuracy, precision, specificity, linearity, range, limit of detection, limit of quantification, robustness, and stability of standards and samples. Acceptance criteria are defined in advance, and results are documented in a validation report. Regulatory guidance for pharmaceuticals, foods, and environmental testing differs, so the applicable framework must be identified. Ongoing verification uses control samples and trend charts after validation. Method transfer to another laboratory may require partial revalidation.
Routine quality control includes blanks, duplicates, spiked samples, and certified reference materials. Calibration curves are prepared with standards at several concentrations, and the detector response is checked for linearity. Carryover, column aging, mobile phase evaporation, and temperature drift can shift retention times or peak areas. Maintenance such as replacing seals, filters, and columns helps prevent failures. Records of injections, integration, and deviations support traceability. Audits may request raw data and instrument logs for each batch.
Developing an HPLC test begins with defining the analytes, matrix, and required reporting limits. Chemists select a separation mode, column chemistry, mobile phase composition, flow rate, and detection wavelength or mass transition. Experiments then adjust these variables to achieve adequate retention, resolution, and peak shape. System suitability tests confirm that the instrument and method perform consistently before sample analysis. Without suitable resolution, quantitative results may be unreliable. Preliminary runs often use scouting gradients to locate retention windows.
HPLC testing is an analytical technique used to separate, identify, and quantify components in a liquid sample. It relies on a pressurized mobile phase that carries the sample through a column packed with stationary phase. Different compounds travel at different rates because of interactions with the stationary and mobile phases. The resulting signal versus time is a chromatogram. Peak position indicates identity under specified conditions, while peak area or height relates to amount.
Laboratories apply HPLC testing across pharmaceutical, food, environmental, and industrial chemistry. The method can measure active ingredients, impurities, additives, preservatives, and degradation products. Sample preparation often includes dilution, filtration, and sometimes extraction or derivatization. The choice of column, mobile phase, pH, temperature, and detector depends on the analytes and matrix. Results are compared with reference standards to assign identity and concentration. Method suitability is judged by resolution, precision, and accuracy.
HPLC testing is not a single fixed procedure; it is a family of separation modes. Reversed-phase, normal-phase, ion-exchange, size-exclusion, and affinity chromatography each suit different analyte properties. Reversed-phase methods dominate because they handle many neutral and moderately polar compounds. Detection can be optical, electrochemical, or mass spectrometric, and the detector dictates what information is available. Coupling with mass spectrometry increases selectivity and enables identification when standards are unavailable. The technique cannot separate every mixture without adjustment.
| Property | Value | Notes |
|---|---|---|
| Accuracy | Closeness to true value | Often assessed by recovery of spiked samples |
| Precision | Agreement among repeated measurements | Often reported as relative standard deviation |
| Specificity | Ability to measure analyte without interference | Must separate analyte from impurities and matrix |
| Linearity | Proportional detector response | Evaluated across a defined concentration range |
| Robustness | Resistance to small method changes | Tests flow rate, pH, temperature, and mobile phase composition |
Validation demonstrates that a method is suitable for its intended use. Typical performance characteristics include accuracy, precision, specificity, linearity, range, limit of detection, limit of quantitation, and robustness. Regulators and standards organizations provide frameworks, but specific requirements depend on the application and jurisdiction. System suitability tests are run before sample analysis to confirm resolution, peak symmetry, retention time repeatability, and sensitivity. A validated method is not permanently fixed; changes may require partial or full revalidation.
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.
Detection in HPLC testing commonly relies on ultraviolet-visible absorbance, fluorescence, refractive index, or mass spectrometry. UV detection is widely used because many organic compounds absorb light, but it requires a chromophore. Mass spectrometry provides mass-based identification and high sensitivity for trace analytes. Each detector has trade-offs in selectivity, cost, and compatibility with mobile phases. Quantification typically uses calibration curves prepared from reference standards. Results are reported as concentration, purity, or presence above a limit.
HPLC testing separates dissolved compounds by passing a liquid sample through a column packed with stationary phase. A pump delivers mobile phase at controlled flow, and the sample components interact differently with stationary and mobile phases. Compounds that spend more time in mobile phase elute earlier; those retained by stationary phase elute later. Detectors record elution as peaks, and peak area or height relates to amount. This mechanism underpins quantitative analysis of mixtures.
Most routine HPLC testing uses reversed-phase columns, where the stationary phase is nonpolar and the mobile phase is a polar mixture such as water with an organic solvent. Analytes partition between the two phases according to polarity, size, and charge. Gradients that change solvent composition over time can separate compounds with broad retention ranges. Isocratic conditions keep solvent composition constant and suit simpler mixtures. The choice of column chemistry, pH, and temperature affects selectivity and peak shape.
Regulatory and pharmacopeial texts shape how HPLC testing is performed and documented. The International Council for Harmonisation provides validation guidance, while pharmacopeias publish general chromatography chapters and monographs for specific materials. Accreditation standards such as ISO/IEC 17025 address laboratory competence and traceability. Inspectors may review instrument qualification, analyst training, reference material control, and electronic records. Open questions include how best to validate methods for new complex products and how to handle automated data processing. Laboratories generally resolve these issues through risk assessment, method lifecycle management, and documented scientific justification.
In quality control laboratories, HPLC testing supports batch release, raw material checks, stability studies, and impurity profiling. A validated method defines sample preparation, instrument settings, calibration, and acceptance criteria. Analysts compare results with specifications and investigate out-of-specification outcomes before a batch is approved. Documentation includes chromatograms, integration records, audit trails, and reagent details. Because results influence product decisions, laboratories follow formal quality systems and data integrity rules. The exact tests and limits depend on the material, its intended use, and the applicable regulatory framework.
. [I](∞): Fasting Insulin plasma concentration (mol/L) [G](∞): Fasting blood glucose concentration (mol/L) G1: Parameter for pharmacokinetics (154.93 s/L) DR: EC50 of insulin at its receptor (1,6 nmol/L) GE: Effector gain (50 s/mol) P(∞): Constitutive endogenous glucose production (150 μmol/s)
With the retirements of Jobe Watson and Brent Stanton at the end of the 2017 AFL season, Hocking was the last player remaining on the Essendon playing list to be coached by Kevin Sheedy until he was delisted in September 2017. In 2022, Hocking was enticed back to his former junior club where his Mooroolbark team was defeated in the Division One Eastern FNL Grand Final. Hocking has also taken to ultra-running and finished second in the 12 hour run section of the 2023 Coburg 24 Hour Carnival. In 2024, Hocking was named at Number 96 in Don The Stat's Countdown of the Top 100 Essendon Players since 1980. In 2024, Hocking became an ambassador for the Epilepsy Foundation of Australia, following his son's experience with infantile spasms. He has completed various fundraising initiatives for the Foundation, including a 24-hour non-stop run around the park and 200km non-stop on a Treadmill, both as part of Walk for Epilepsy.
Cellular thermal shift assay (CETSA®) is a biophysical technique applicable on living cells as well as tissue biopsies. CETSA® is based on the discovery that protein melting curves can also be generated in intact cells and that drug binding leads to very significant thermal stabilization of proteins. Upon denaturation, proteins are aggregated and can thus be removed by centrifugation after lysis of the cells. The stable proteins are found in the supernatant can be detected; e.g., by western blot, alpha-LISA, or mass spectrometry. The CETSA®-technique is highly stringent, reproducible, and not prone to false positives. However, it is possible for a sample, or small molecule compound, to bind a protein in a given target's pathway. If that protein induces further stabilization of the original target protein through a cascade event, it could manifest as direct target engagement. An advantage of this method is that it is label-free and thus applicable for studies of drug binding in a wide range of cells and tissues. CETSA® can also be conducted on cell lysates versus intact cells, helping to determine sample penetration of the cell membrane.
Sources: en.wikipedia.org
== Mold == Mold is a generic term for a specific type of fungi. Mildew may also refer to types of mold. Since there are so many species of mold, their appearance varies in color and growth habit. In general, active mold has a musty odor and appears fuzzy, slimy, or damp. Inactive mold looks dry and powdery. Mold propagates via spores, which are always present in the environment. Mold spores can be transferred to an object by mechanical instruments or air circulation. When spores attach to another organism, and the environment is favorable, they begin to germinate. Mold produce mycelium which growth pattern resembles cobwebs. Mycelium allows the mold to obtain food and nutrients through the host. Inevitably, the mycelium produces spore sacs and release new spores into the air. Eventually the spores land on new material, and the reproductive cycle begins again. Identifying mold can be a challenge, because some species resemble dust, dirt, or spiderwebs. In addition, staining caused by mold can be confused with water damage. Ultraviolet light and magnification are two tools to aid in identifying mold on library collections. Poor air circulation, moisture, high temperatures, and environmental humidity are the main causes of mold outbreaks in library collections. When the temperature is above 70 °F (21 °C) and the relative humidity is above 55 percent, mold begins to develop. Collections kept in basements or environments with uncontrolled temperature and humidity are most likely to be impacted by a mold outbreak.
After his release from jail, Colonel Rhodes immediately joined his brother Cecil and the British South Africa Company in the Second Matabele War taking place just north of the Transvaal in Matabeleland. Cecil Rhodes was forced to resign as Prime Minister of Cape Colony in 1896 due to his apparent involvement in planning and assisting in the raid; he also, along with Alfred Beit, resigned as a director of the British South Africa Company. Jameson's raid had depleted Matabeleland of many of its troops and left the whole territory vulnerable. Seizing on this weakness, and a discontent with the British South Africa Company, the Ndebele revolted during March 1896 in what is now celebrated in Zimbabwe as the First War of Independence, the First Chimurenga, but it is better known to most of the world as the Second Matabele War. The Shona joined them soon thereafter. Hundreds of European settlers were killed within the first few weeks of the revolt and many more would die over the next year and a half. With few troops to support them, the settlers had to quickly build a laager in the centre of Bulawayo on their own. Against over 50,000 Ndebele held up in their stronghold of the Matobo Hills the settlers mounted patrols under such people as Burnham, Baden-Powell, and Selous. It would not be until October 1897 that the Ndebele and Shona would finally lay down their arms.
=== Biodegradable particles === Biodegradable particles have the ability to target diseased tissue as well as deliver their payload as a controlled-release therapy. Biodegradable particles bearing ligands to P-selectin, endothelial selectin (E-selectin) and ICAM-1 have been found to adhere to inflamed endothelium. Therefore, the use of biodegradable particles can also be used for cardiac tissue.
=== Attitudes about groundwater contamination before 1978 === Groundwater has been a historically important source of water for public water systems, privately owned wells, and agricultural systems for generations. It had been commonly believed that as water traveled through soil, it was stripped of impurities before it could enter groundwater storages; as a result, there wasn't much general concern about contamination of the subsurface environment. In 1960, organic contaminants, including petroleum hydrocarbons, coal tar derivatives, synthetic detergents, and pesticides, had been noted in an extensive literature survey of groundwater contamination that provided the first indication of NAPLs in the subsurface. By the early 1970s, the technological development of gas chromatography provided a new method to detect groundwater contaminants imperceptible to the human senses. This development lead to the discovery and subsequent analysis of chlorinated solvents, one of the most deleterious forms of NAPL. It became understood that NAPLs are challenging both to detect and to remove from the subsurface. Because NAPLs participate in a biological chain of degradation, they produce intermediate chemicals that create particularly acute dangers for human health.
Sources: en.wikipedia.org
System suitability is a set of checks performed before and during a run to confirm that the instrument, column, and method work as expected. Common checks include resolution, tailing factor, theoretical plates, and relative standard deviation of replicate injections. Failure triggers troubleshooting or method adjustment.
Validation demonstrates that a method produces reliable results for a defined purpose. It documents performance limits and acceptance criteria. Regulated industries require validation before routine testing of products or samples.
Retention time shifts can arise from changes in mobile phase composition, pH, temperature, column age, or flow rate. Contamination or worn seals may also alter pressure and delivery. Systematic checks of these factors help identify the cause.
It measures the presence and amount of one or more compounds in a liquid sample. Separation occurs in a column, and detection produces a signal proportional to concentration. Identification usually requires comparison with a known reference standard under the same conditions.