This is a working overview of Method validation, written for readers who want more than a one-paragraph summary but less than a textbook.
Reviewed 2026-06-25. Anything still debated is marked as such rather than presented as settled.
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.
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.
Separation in HPLC depends on the chemistry of the stationary phase, the composition of the mobile phase, and the physical properties of the column. Reverse-phase separations use a nonpolar stationary phase and a polar mobile phase, and they are common for many organic compounds. Ion-exchange, size-exclusion, and normal-phase modes serve other classes of analytes. Gradient elution changes solvent strength over time, while isocratic elution holds it constant. Flow rate, temperature, particle size, and column length all influence peak shape and resolution. Detection may use ultraviolet absorbance, fluorescence, refractive index, or mass spectrometry, depending on the analyte and the required sensitivity.
Routine HPLC testing compares a sample result with a calibration curve prepared from known reference standards. Peak area or peak height is plotted against concentration, and the curve is used to estimate unknown amounts. Retention time supports tentative identification when compared with a standard, though mass spectrometry or another confirmatory method may be needed for definitive identification. Pre-run checks verify repeatability, resolution, and peak symmetry before sample analysis. Limits of detection and quantification describe the smallest amounts that can be reliably observed or measured. Sample preparation, filtration, and degassing help prevent column damage and inconsistent results.
High-performance liquid chromatography is an analytical technique that separates components in a liquid sample. A pump moves a liquid mobile phase through a column packed with a solid stationary phase. Compounds interact differently with both phases and travel at different rates, leaving the column at distinct retention times. A detector records these arrivals as peaks on a chromatogram. The resulting pattern supports identification and quantification of substances in mixtures. Modern instruments use high pressure to force solvent through small particles, which improves speed and resolution compared with older low-pressure liquid chromatography methods.
| Property | Value | Notes |
|---|---|---|
| Validation parameter | Accuracy | Closeness of measured value to accepted reference value |
| Validation parameter | Precision | Agreement among repeated measurements under specified conditions |
| System suitability check | Resolution ≥ 1.5 | Baseline separation between critical peak pair |
| System suitability check | Tailing factor ≤ 2.0 | Common target for peak symmetry |
| Documentation | Validation report | Summarizes experiments, acceptance criteria, and conclusions |
Practical HPLC testing depends on careful sample preparation and instrument maintenance. Samples may require filtration, dilution, pH adjustment, or extraction to avoid column damage and matrix interference. Mobile phases are degassed and filtered, and columns are equilibrated before injection. Common problems include peak tailing, baseline drift, ghost peaks, carryover, and co-elution of analytes. Documentation of instrument logs, calibration records, and electronic audit trails supports data integrity and traceability. Ongoing training and routine maintenance help reduce variability between analysts and laboratories.
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.
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.
The Dexcom G5 was the first Dexcom continuous glucose monitor to be compatible with a mobile application. The accompanying app, named "Dexcom G5," allowed users to view their blood glucose readings on a smartphone and, with an intermediary iPhone, on an Apple Watch. The app remained available until the discontinuation of the Dexcom G5, at which point it was removed from app stores. The Dexcom G6 continued this functionality with its own dedicated application, "Dexcom G6," which provided real-time glucose readings and data-sharing capabilities. Upon the release of the Dexcom G7, a new application, "Dexcom G7," was introduced to support the updated system. The Dexcom G7 app is also available as the first system that connects directly to a smart watch. The Stelo by Dexcom also has an app which is similar to that of the G7, but has slightly different options.
==== Yeasts ==== Actin's cytoskeleton is key to the processes of endocytosis, cytokinesis, determination of cell polarity and morphogenesis in yeasts. In addition to relying on actin, these processes involve 20 or 30 associated proteins, which all have a high degree of evolutionary conservation, along with many signalling molecules. Together these elements allow a spatially and temporally modulated assembly that defines a cell's response to both internal and external stimuli. Yeasts contain three main elements that are associated with actin: patches, cables, and rings. Despite not being present for long, these structures are subject to a dynamic equilibrium due to continual polymerization and depolymerization. They possess a number of accessory proteins including ADF/cofilin, which has a molecular weight of 16kDa and is coded for by a single gene, called COF1; Aip1, a cofilin cofactor that promotes the disassembly of microfilaments; Srv2/CAP, a process regulator related to adenylate cyclase proteins; a profilin with a molecular weight of approximately 14 kDa that is related/associated with actin monomers; and twinfilin, a 40 kDa protein involved in the organization of patches.
Misoprostol can also be used to induce termination of pregnancy. It can be used on its own or following administration of mifepristone. Misoprostol may be used to terminate a pregnancy; typically only in the first trimester. Later abortions are less common and are usually performed surgically, at least in the United States. For first-trimester abortion, it is dissolved in the cheek or under the tongue; for later abortions, it can also be given as a vaginal suppository. Misoprostol may also be used to ripen the cervix in preparation for surgical abortion. Misoprostol is given orally for the treatment of ulcers. It interacts with prostaglandin receptors in the stomach to reduce secretion of stomach acids. It increases the production of gastric mucus, which forms a protective coating against stomach acid. Finally, misoprostol encourages the production of bicarbonate, which is a base that counteracts stomach acid. The medication can also protect against stomach ulcers in people who take NSAIDs such as ibuprofen on a daily basis. Misoprostol can cause nausea, stomach pain, and stomach cramps. In rare cases, it may lead to uterine rupture, which requires immediate emergency surgery.
==== Water-solubility ==== Facilitating drug absorption by increasing its solubility in water is a common pharmaceutical strategy and also is successful for CoQ10. Various approaches have been developed to achieve this goal, with many of them producing significantly better results over oil-based soft gel capsules despite the many attempts to optimize their composition. Examples of such approaches are use of the aqueous dispersion of solid CoQ10 with the polymer tyloxapol, formulations based on various solubilising agents, such as hydrogenated lecithin, and complexation with cyclodextrins; among the latter, the complex with β-cyclodextrin has been found to have highly increased bioavailability and also is used in pharmaceutical and food industries for CoQ10-fortification.
Sources: en.wikipedia.org
Capsaicin (8-methyl-N-vanillyl-6-nonenamide) (, commonly ) is a toxin that is the main active component of chili peppers and gives them their distinct pungent, "spicy" or "hot" taste. It is a potent irritant for mammals for which it produces a sensation of burning in any tissue with which it comes into contact. Capsaicin and several related amides (capsaicinoids) are produced as secondary metabolites by chili peppers, likely as deterrents against eating by mammals and against the growth of fungi. Pure capsaicin is a hydrophobic, highly pungent (i.e., spicy) crystalline solid.
In mid-2017, Wenger brought in two signings; Alexandre Lacazette for a fee of £45m, the club's most expensive signing, and Sead Kolašinac on a free transfer from Schalke 04. On 6 August, Wenger won his seventh FA Community Shield as manager as Arsenal beat Chelsea 4–1 on penalties following a 1–1 score at full time. However, in the 2017–18 FA Cup, Arsenal lost to Nottingham Forest in the third round of the FA Cup, and again stood well outside the top four in the Premier League. The club also dealt with player unrest in the form of Sánchez, who voiced his desire to depart, and Wenger sanctioned a transfer to Manchester United in January 2018, whereby Arsenal received Henrikh Mkhitaryan in a swap-deal. Later that month, he signed Pierre-Emerick Aubameyang for a club-record fee of £56 million. However, these additions did not aid Arsenal's performances as a team, and on 20 April, Wenger announced he would step down as Arsenal manager at the end of the 2017–18 season. His final home game was a 5–0 win against Burnley on 6 May, where he received a standing ovation before the game and was gifted the gold mini-replica Premier League trophy he won during the 2003–04 Invincibles season as a departing gift from Arsenal. He officially concluded his tenure with a 1–0 away win against Huddersfield Town. Wenger later revealed that he wanted to stay at the club until the expiration of his contract, but the club thought it better he leave, with the board informing him in January of their decision to end his contract at the end of the season.
On 8 March, Pakistani officials stated that since the start of hostilities, 583 Afghan Taliban operatives had been killed and more than 795 injured. They added that Pakistani forces had destroyed 242 check-posts, captured 38 others, destroyed 213 tanks, armored vehicles, and artillery guns, and targeted 64 locations across Afghanistan in air strikes. Pakistani officials also said that they foiled an infiltration attempt along the Pakistan–Afghanistan border near the Chaman sector, killing one Taliban soldier while others fled the area. Elsewhere, Pakistani security forces carried out intelligence-based operation in five districts of the country, killing 13 Pakistani Taliban militants. In Pakistan's North Waziristan, two civilians were killed and three others were injured when a mortar shell fired by Taliban forces landed in a village. A child was killed and his 11 family members were wounded in a quadcopter strike in South Waziristan. Meanwhile, Taliban officials said that they shot a reconnaissance drone belonging to Pakistani forces in Nangarhar province. Two militants were killed in a Pakistani precision airstrike in Bannu District. In Kunar province, residents stated that the Taliban had forced them to participate in a protest march against Pakistan in Asadabad on 7 March. According to them, Taliban authorities instructed each tribal elder to bring at least five people to the protest.
In January 2023, Germany ambassador to Brazil Heiko Thoms confirmed Chancellor Olaf Scholz would visit Brazil on 30 January. According to a statement, the main subjects to be addressed would be environment (including the re-establishment of the Amazon Fund) and trade between Germany and Brazil. On 30 January, Germany development minister Svenja Schulze announced the country will donate €204 million (US$222 million) to Brazil aiming to help restore farming degraded areas through low-interest rate loans, as well as it will make fresh monetary contributions to the Amazon Fund and provide local aid to Brazilian states in the Amazon region; new sustainable agriculture and green hydrogen projects in Brazil are also being looked upon by the German government, according to Schulze. During the meeting with Scholz, Lula proposed creating a group of countries, including India, Indonesia and China, that would "mediate a peace process" in the Russo-Ukrainian War. In March 2023, Germany's Vice Chancellor Robert Habeck and Agriculture Minister Cem Özdemir, as well as several German business people, attended the German-Brazilian Economic Meeting in Belo Horizonte where they met with vice-president Geraldo Alckmin.
== Awards and honors == 1990 - Robert J. and Claire Pasarow Foundation Medical Research Award 1990 - American Association for Cancer Research - G.H.A. Clowes Memorial Award Archived 2017-10-24 at the Wayback Machine 1991 - Honorary doctorate in medicine from Lund University, Sweden 1995 - Nobel Fellow at the Karolinska Institutet in Stockholm 1997 - Gairdner Foundation International Award 1998 - Jacobaeus International Prize 2003 - Jubilee Lecturer, Biochemical Society 2005 - Japan Prize in Cell Biology 2012 - Thomson Reuters Citation Laureate Knight of the Order of the White Rose of Finland Commander of the Order of the Lion of Finland 2022 - Albert Lasker Award for Basic Medical Research. 2023 - Fellow of the American Association for Cancer Research. Member of National Academy of Sciences National Academy of Medicine American Academy of Arts and Sciences European Molecular Biology Organization
Sources: en.wikipedia.org
==== 2013 resignation ==== In November 2013, Lad resigned from the Karnataka cabinet following allegations relating to illegal mining involving V. S. Lad & Sons, a company associated with his family. Contemporary reports stated that the company had been accused of illegal extraction and supply/export of iron ore. Lad said he resigned to avoid embarrassment to the Congress government and described his decision as a moral one. The resignation followed scrutiny of mining activity in the Ballari region and allegations concerning the classification of the company's mining lease. Reporting at the time also noted that the Karnataka Lokayukta had raised allegations concerning the company's mining activities.
After a difficult few months at Eckartsau, the Imperial Family received aid from an unexpected source. Prince Sixtus had met King George V and appealed to him to help the Habsburgs. George was reportedly moved by the request, it being only months since his imperial relatives in Russia had been executed by revolutionaries, and promised "We will immediately do what is necessary." Several British Army officers were sent to help Charles, most notably Lieutenant-Colonel Edward Lisle Strutt, who was a grandson of Lord Belper and a former student at the University of Innsbruck. On 19 March 1919, orders were received from the War Office to "get the Emperor out of Austria without delay". With some difficulty, Strutt managed to arrange a train to Switzerland, enabling the Emperor to leave the country with dignity without having to abdicate. Charles, Zita, their children and their household left Eckartsau on 24 March escorted by a detachment of British soldiers from the Honourable Artillery Company under the command of Strutt.
Drosophila melanogaster is a species of fly (an insect of the order Diptera) in the family Drosophilidae. The species is often referred to as the fruit fly or lesser fruit fly, or less commonly the "vinegar fly", "pomace fly", or "banana fly". D. melanogaster is attracted to rotting fruit and fermenting beverages and is often found in orchards, kitchens, and pubs. Starting with Charles W. Woodworth's 1901 proposal of the use of this species as a model organism, D. melanogaster continues to be widely used for biological research in genetics, physiology, microbial pathogenesis, and life history evolution. In 1946 D. melanogaster was the first animal to be launched into space. As of 2017, six Nobel Prizes have been awarded to drosophilists for their work using the insect. Drosophila melanogaster is typically used in research owing to its rapid life cycle, relatively simple genetics with only four pairs of chromosomes, and large number of offspring per generation. It was originally an African species, with all non-African lineages having a common origin. Its geographic range includes all continents, including islands. D. melanogaster is a common pest in homes, restaurants, and other places where food is served. Flies belonging to the family Tephritidae are also called "fruit flies". This can cause confusion, especially in the Mediterranean, Australia, and South Africa, where the Mediterranean fruit fly Ceratitis capitata is an economic pest.
=== Longer-term popularity === Nylon’s popularity soared in the 1940s and 1950s due to its durability and sheerness. In the 1970s, it became more popular due to its flexibility and price. In spite of oil shortages in the 1970s, consumption of nylon textiles continued to grow by 7.5% per year between the 1960s and 1980s. Overall production of synthetic fibers, however, dropped from 63% of the worlds textile production in 1965, to 45% of the world's textile production in early 1970s. The appeal of "new" technologies wore off, and nylon fabric "was going out of style in the 1970s". Also, consumers became concerned about environmental costs throughout the production cycle: obtaining the raw materials (oil), energy use during production, waste produced during creation of the fiber, and eventual waste disposal of materials that were not biodegradable. Synthetic fibers have not dominated the market since the 1950s and 1960s. As of 2020, the worldwide production of nylon is estimated at 8.9 million tons. Although pure nylon has many flaws and is now rarely used, its derivatives have greatly influenced and contributed to society. From scientific discoveries relating to the production of plastics and polymerization, to economic impact during the depression and the changing of women's fashion, nylon was a revolutionary product. The Lunar Flag Assembly, the first flag planted on the moon in a symbolic gesture of celebration, was made of nylon. The flag itself cost $5.50 but had to have a specially designed flagpole with a horizontal bar so that it would appear to "fly".
Sources: en.wikipedia.org
It is a set of checks performed before or during an HPLC run to confirm the system works as expected. Parameters may include resolution, tailing factor, theoretical plates, and retention time precision. Failure can trigger maintenance, method adjustment, or repeat analysis.
Validation follows a planned protocol that tests accuracy, precision, specificity, linearity, range, detection limits, quantitation limits, and robustness. Results are compared against predefined acceptance criteria. The validation report supports regulatory filing or routine use.
Revalidation may be needed after changes to column chemistry, mobile phase, detection, sample preparation, or instrument type. It can also follow a pattern of out-of-specification results. The scope depends on whether the change affects method performance.
HPLC testing measures the presence and amount of one or more compounds in a liquid sample. It separates mixture components and records detector responses as peaks, which are compared with reference standards. Results are usually reported as concentrations or relative percentages.