accuracy 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 2026-03-26. Numbers and descriptions here follow the published literature rather than marketing material.
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.
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.
High-performance liquid chromatography is an analytical technique that separates components of a liquid sample by passing it 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 interaction with the stationary phase cause analytes to migrate at different rates. Detectors record elution as peaks, and a data system converts signals into a chromatogram. The method is suited to compounds that dissolve in a liquid and are not volatile enough for gas chromatography.
Reversed-phase chromatography dominates modern HPLC testing, using a nonpolar stationary phase such as chemically bonded octadecyl groups and a polar mobile phase of water mixed with organic solvent. Analytes partition between the mobile and stationary phases according to hydrophobicity. Gradient elution changes the mobile phase composition over time to separate compounds with a wide range of retention. Isocratic elution keeps the composition constant and is simpler for routine assays. Column temperature, pH, and flow rate influence selectivity, peak shape, and retention time, so these parameters are controlled during a validated method.
| 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 |
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.
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.
Data handling and documentation are central to HPLC quality control. Electronic systems should have audit trails that record changes to methods, sequences, and results. Integration parameters, such as peak baseline and threshold, can affect reported areas and must be defined in advance. Out-of-specification results trigger a structured investigation that may include reanalysis, instrument checks, and review of sample preparation. Regulatory inspections often examine raw data, audit trails, and training records to verify that reported results are traceable and reliable.
Method validation establishes that an HPLC procedure is suitable for its intended use. Key parameters include accuracy, precision, specificity, linearity, range, limit of detection, limit of quantitation, and robustness. Accuracy measures agreement with a true or accepted value, while precision describes repeatability and intermediate precision. Specificity confirms that the method measures the analyte without interference from impurities, degradants, or excipients. Validation is documented in a protocol and report, and acceptance criteria are set before experiments begin. Regulatory guidance varies by region, but the general principles are widely harmonized.
System suitability testing is performed before and during analytical runs to confirm that the instrument and method are working as expected. Common checks include retention time, peak area, resolution between critical pairs, tailing factor, and theoretical plate count. Results are compared with predefined limits, and a failed check requires investigation before sample results are reported. Quality control samples at low, middle, and high concentrations are injected at intervals to monitor accuracy and precision. Blank injections detect carryover and contamination, while control charts track performance over time.
Quality control samples are inserted at intervals to monitor accuracy and precision throughout a batch. Blank samples detect contamination, while spiked samples assess recovery from the sample matrix. Calibration standards establish the relationship between detector response and concentration, and control samples are prepared independently from them whenever possible. Laboratories also participate in proficiency testing and maintain audit trails, instrument logs, and reagent records. Ongoing review of control charts can reveal trends before they cause out-of-specification results.
Method validation demonstrates that an HPLC procedure is suitable for its intended purpose. Common validation parameters include accuracy, precision, specificity, linearity, range, limit of detection, limit of quantification, and robustness. Accuracy reflects agreement with a reference value, while precision describes repeatability under defined conditions. Specificity shows whether the method can measure the analyte in the presence of impurities or matrix components. Validation documents are reviewed before a method is used for routine testing or regulatory submissions.
A 2003 technical report by the World Health Organization provided evidence that high intake of sugary drinks (including fruit juice) increases the risk of obesity by adding to overall energy intake. By itself, sugar is not a factor causing obesity and metabolic syndrome, but rather its excessive consumption adds to caloric burden, which meta-analyses showed could increase the risk of developing type 2 diabetes and metabolic syndrome in adults and children.
=== February === 4 February – Police investigating the disappearance of Nicola Bulley, who went missing on 27 January while walking her dog, believe she may have fallen into the River Wyre at St Michael's on Wyre, Lancashire. 7 February – David Carrick, one of the UK's most prolific sex offenders, is sentenced at Southwark Crown Court to 36 life sentences with a minimum term of 30 years imprisonment. 10 February – A large World War II bomb discovered in Great Yarmouth explodes as work is being carried out to defuse it, causing a blast that is heard for 15 miles. During a demonstration in Knowsley, Merseyside, protesters clash with police outside a hotel that provides refuge for asylum seekers. 17 February – The £2 cap on bus fares in England is extended for three months until 30 June amid concerns some routes could be lost if it were to end. Buckinghamshire Council approves proposals for an £800m expansion of Pinewood Studios near Iver Heath. 19 February – Police searching for Nicola Bulley, missing since 27 January, say they have found a body in the River Wyre. 20 February – Mayor of London Sadiq Khan announces the launch of a £130m scheme to give every primary school pupil in London free school meals during the 2023–24 academic year. Junior doctors in England vote to strike in their ongoing dispute for a 26% pay rise, and will stage a 72-hour walkout. The British Medical Association maintaines junior doctors' pay has been cut by 26% since 2008 after inflation is considered.
Archival Resources Details Thorburn Brailsford Robertson: Repository: Commonwealth Scientific and Industrial Research Organisation (CSIRO) Corporate Records and Archives Strategies, The Encyclopedia of Australian Science and Innovation. Robertson, Thorburn Brailsford (1884–1930), The Encyclopedia of Australian Science and Innovation. Thorburn Brailsford Robertson, Adelaide Connect, University of Adelaide. Lehmann Jayne, "World Diabetes Day – Time to celebrate Adelaide’s link to 1922 insulin discovery", EdHealth Australia, 14 November 2016. Thorburn Brailsford Robertson, South Australian Medical Heritage Society. TROVE: "From the library of Thorburn Brailsford Robertson".
Sources: en.wikipedia.org
=== Industrial processes === Check valves are used in many fluid systems such as those in chemical and power plants, and in many other industrial processes. Typical applications in the nuclear industry are feed water control systems, dump lines, make-up water, miscellaneous process systems, N2 systems, and monitoring and sampling systems. In aircraft and aerospace, check valves are used where high vibration, large temperature extremes and corrosive fluids are present. For example, spacecraft and launch vehicle propulsion propellant control for reaction control systems (RCS) and Attitude Control Systems (ACS) and aircraft hydraulic systems. Check valves are also often used when multiple gases are mixed into one gas stream. A check valve is installed on each of the individual gas streams to prevent mixing of the gases in the original source. For example, if a fuel and an oxidizer are to be mixed, then check valves will normally be used on both the fuel and oxidizer sources to ensure that the original gas cylinders remain pure and therefore nonflammable. In 2010, NASA's Jet Propulsion Laboratory slightly modified a simple check valve design with the intention to store liquid samples indicative to life on Mars in separate reservoirs of the device without fear of cross contamination.
== Corneal epithelial cells == Corneal epithelial cells present a physical barrier to prevent microbes from reaching the interior of the eye chamber, which is effectively separated from the rest of the body via tight junctions. At the same time, corneal epithelial cells also secrete cytokines to activate microbial defense. One cytokine, interleukin (IL)-1α, is stored in epithelial cells and automatically released when the cell membrane is ruptured by infection or trauma. However, long-term effects of IL-1α can lead to not only enhanced immune infiltration of the cornea, but also neovascularization (formation of new blood vessels), which can lead to a loss of corneal transparency. Therefore, the cornea has also been found to secrete an IL-1α antagonist, IL-1RN, which decreases leucocyte invasion of the cornea and suppresses neovascularization, both of which can help preserve vision.
=== Onset and duration === The psychoactive effects of LSD last on average between 7 and 11 hours, with a possible range of 4 to 22 hours. Higher doses tend to lead to a longer duration of action. The onset of action when administered orally is 0.4 to 1.0 hours on average, with a possible range of 0.1 to 1.8 hours. The time to peak effects given orally is 2.2 to 2.8 hours on average, with a range of 1.3 to 6.5 hours. The duration of LSD can be shortened through the use of trip killers or shorteners like ketanserin. In a clinical trial, ketanserin given 1 hour after LSD shortened its duration from 8.5 hours to 3.5 hours or by about 60%.
The chemists used an "atomic mass unit" (amu) scale such that the natural mixture of oxygen isotopes had an atomic mass 16, while the physicists assigned the same number 16 to only the atomic mass of the most common oxygen isotope (16O, containing eight protons and eight neutrons). However, because oxygen-17 and oxygen-18 are also present in natural oxygen this led to two different tables of atomic mass. The unified scale based on carbon-12, 12C, met the physicists' need to base the scale on a pure isotope, while being numerically close to the chemists' scale. This was adopted as the 'unified atomic mass unit'. The current International System of Units (SI) primary recommendation for the name of this unit is the dalton and symbol 'Da'. The name 'unified atomic mass unit' and symbol 'u' are recognized names and symbols for the same unit. The term atomic weight is being phased out slowly and being replaced by relative atomic mass, in most current usage. This shift in nomenclature reaches back to the 1960s and has been the source of much debate in the scientific community, which was triggered by the adoption of the unified atomic mass unit and the realization that weight was in some ways an inappropriate term.
Sources: en.wikipedia.org
== See also == Aldehyde-stabilized cryopreservation Cells Alive System freezers Cryobiology Cryogenic processor Cryogenics Cryopreservation of testicular tissue Cryostasis (clathrate hydrates) Directional freezing Ex-situ conservation Frozen zoo Plant cryopreservation—Cryoconservation of plant genetic resources
The cultivation of plants from which psychotropic substances are obtained is not controlled by the Vienna Convention... Neither the crown (fruit, mescal button) of the Peyote cactus nor the roots of the plant Mimosa hostilis nor Psilocybe mushrooms themselves are included in Schedule I, but only their respective principals, mescaline, DMT, and psilocin. In Peru, ayahuasca is legal and formally protected as part of the country's cultural heritage. When ratifying the 1971 Convention on Psychotropic Substances, Peru entered a reservation to exclude Ayahuasca and San Pedro from international control, citing their traditional ritual use by Amazonian peoples (United Nations Treaty Collection, 1971). This position was reinforced on 24 June 2008, when the Instituto Nacional de Cultura declared the traditional knowledge and ceremonial use of Ayahuasca by Indigenous communities as Patrimonio Cultural de la Nación (Cultural Heritage of the Nation). A fax from the Secretary of the International Narcotics Control Board (INCB) to the Netherlands Ministry of Public Health sent in 2001 goes on to state that "Consequently, preparations (e.g. decoctions) made of these plants, including ayahuasca, are not under international control and, therefore, not subject to any of the articles of the 1971 Convention." Despite the INCB's 2001 affirmation that ayahuasca is not subject to drug control by international convention, in its 2010 Annual Report the Board recommended that governments consider controlling (i.e. criminalizing) ayahuasca at the national level.
=== Legal issues === On August 11, 2013, Riff Raff was arrested in Greensboro, North Carolina after police found an open container of alcohol, marijuana, another unspecified illegal substance and drug paraphernalia in his vehicle. Riff Raff was booked into jail along with the two passengers in his vehicle, and was released without bail later that night. On May 31, 2018, Riff Raff was accused of drugging and raping a woman after a 2013 show in Melbourne. All venues on his Australian and New Zealand tour subsequently canceled his scheduled concerts. Afterward, a second woman, aged 17 at the time, alleged that in Milwaukee, Riff Raff invited her on his tour bus; according to the accuser, he proceeded to touch her repeatedly while making suggestive comments. On January 22, 2020, Riff Raff settled a lawsuit related to a sexual assault claim made against him, from a 2014 incident at a Nevada brothel.
In addition to diet and exercise, weight loss is an important tool to help with diabetes management. Type 2 diabetes (T2D) is often associated with obesity and increased abdominal circumference. Often patients who are at risk of diabetes may be able to reverse their progression to T2D with weight loss as well. Weight loss can help improve metabolic control, reduce the risk of further complications, other health related problems, and helps improve the effects of insulin on the body. Weight loss helps reduce the destruction of the beta cells, which produce insulin in the body, as well. It is recommended for patients who have been diagnosed with T2D who are overweight or obese to lose at least 5% of their weight and maintain the weight loss. There have been studies that have demonstrated that by losing about 5 to 10% of their weight at diagnosis, there is a reduction in heart disease risk factors, lowered Hb A1c, less diabetes medications, lower cholesterol and improved fitness. Common strategies to help reduce weight many include lifestyle measures such as diet and exercise, behavioral therapy, pharmacologic interventions, and surgery. The goal of weight loss and method for achievement should be individualized based on the patient's desires and motivation. It is important for providers to help maintain patient motivation and provide education to assist individuals in their weight journey. Additionally, some medications that reduce blood sugars such as insulin may initially cause weight gain due to the increased conversion of blood sugar to stored forms such as fat.
=== Alloys === A widely used zinc alloy is brass, in which copper is alloyed with anywhere from 3% to 45% zinc, depending upon the type of brass. Brass is generally more ductile and stronger than copper, and has superior corrosion resistance. These properties make it useful in communication equipment, hardware, musical instruments, and water valves.
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.
HPLC testing separates and quantifies components in a liquid sample. It is used to check identity, purity, concentration, or stability. The technique works best for compounds that dissolve and are not easily vaporized.