This is a working overview of precision, written for readers who want more than a one-paragraph summary but less than a textbook.
This page was last updated on 2026-05-27 and is reviewed periodically as new material appears.
System suitability testing is performed before and during analytical runs to confirm that the instrument and method are working as expected. Typical checks include retention time, peak area precision, resolution between critical pairs, tailing factor, and theoretical plate count. Acceptance criteria are set in the method or pharmacopeial monograph. If a suitability check fails, the run may be rejected and the instrument or sample preparation may need investigation. This practice helps prevent release of data from a system that has drifted out of control.
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.
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.
| Property | Value | Notes |
|---|---|---|
| Validation parameter | Accuracy | Closeness to a reference value. |
| Validation parameter | Precision | Repeatability or intermediate precision. |
| Validation parameter | Linearity | Proportional response across a range. |
| System suitability check | Resolution | Separation between adjacent peaks. |
| Quality control tool | Control chart | Tracks results over time for trends. |
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.
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.
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.
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.
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.
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.
Canagliflozin/metformin, sold under the brand name Vokanamet among others, is a fixed-dose combination anti-diabetic medication used for the treatment of type 2 diabetes. It is used in combination with diet and exercise. It is taken by mouth. The most common side effects include hypoglycemia (low blood glucose levels) when used in combination with insulin or a sulphonylurea and vulvovaginal candidiasis (thrush, a fungal infection of the female genital area caused by Candida). Canagliflozin/metformin was approved for medical use in the European Union in April 2014, and for use in the United States in August 2014.
In the United States, it is against federal regulations for supplement manufacturers to claim that their products prevent or treat any disease. Companies are allowed to use what is referred to as "Structure/Function" wording if there is substantiation of scientific evidence for a supplement providing a potential health effect. An example would be "_____ helps maintain healthy joints", but the label must bear a disclaimer that the Food and Drug Administration (FDA) "has not evaluated the claim" and that the dietary supplement product is not intended to "diagnose, treat, cure or prevent any disease", because only a medication can legally make such a claim. The FDA enforces these regulations as well as prohibiting the sale of supplements and supplement ingredients that are dangerous, or supplements not made according to standardized good manufacturing practices (GMPs). The European Commission has established harmonized rules to help insure that food supplements in the European Union are safe and appropriately labeled.
=== Ion-exchange chromatography === EDTA was used in separation of the lanthanide metals by ion-exchange chromatography. Perfected by F. H. Spedding et al. in 1954, the method relies on the steady increase in stability constant of the lanthanide EDTA complexes with atomic number. Using sulfonated polystyrene beads and Cu2+ as a retaining ion, EDTA causes the lanthanides to migrate down the column of resin while separating into bands of pure lanthanides. The lanthanides elute in order of decreasing atomic number. Due to the expense of this method, relative to countercurrent solvent extraction, ion exchange is now used only to obtain the highest purities of lanthanides (typically greater than 99.99%).
==== United States ==== The dietary reference intake for vitamin D issued in 2011 by the Institute of Medicine (IoM) (renamed National Academy of Medicine in 2015), superseded previous recommendations which were expressed in terms of adequate intake. The recommendations were formed assuming the individual has no skin synthesis of vitamin D because of inadequate sun exposure. The reference intake for vitamin D refers to total intake from food, beverages, and supplements, and assumes that calcium requirements are being met. The tolerable upper intake level (UL) is defined as "the highest average daily intake of a nutrient that is likely to pose no risk of adverse health effects for nearly all persons in the general population". Although ULs are believed to be safe, information on the long-term effects is incomplete and these levels of intake are not recommended for long-term consumption. For US food and dietary supplement labeling purposes, the amount in a serving is expressed as a percent of Daily Value (%DV). For vitamin D labeling purposes, 100% of the daily value was 400 IU (10 μg), but in May 2016, it was revised to 800 IU (20 μg) to bring it into agreement with the recommended dietary allowance (RDA). A table of the old and new adult daily values is provided at Reference Daily Intake. In 2024, the Endocrine Society advised healthy adult under age 75 not to take vitamin D above the recommended daily amount unless there is a specific reason. It also advised against routine vitamin D blood testing for healthy adults.
=== Latin America === In 2021, Gustavo Gorriti, journalist and founder of corruption-focused IDL-Reporteros news media, wrote a sharply critical editorial in the Washington Post on the impact of 50 years of the war on drugs on Latin America. He described the flow of drugs to the US as an "unstoppable industry" that triggered an economic revolution throughout the region, where the illegal drug trade with its high profit margins far exceeded the potential of legitimate businesses. Corruption among politicians and anti-drug forces soared, even as those in charge were "cultivating close relationships with U.S. enforcement and intelligence agencies." An underclass of poor farmers became economic hostages, depending on drug crops for their survival. The big winners were "the systems built to wage a fight that they soon realized would have no end. ... [The war on drugs] became a source for endless resources, inflated budgets, contracts, purchase orders, power, influence – new economies battling drug trafficking but also dependent on it." At a meeting in Guatemala in 2012, three former presidents from Guatemala, Mexico and Colombia said that the war on drugs had failed and that they would propose a discussion on alternatives, including decriminalization, at the Summit of the Americas in April of that year. Guatemalan President Otto Pérez Molina said that the war on drugs was exacting too high a price on the lives of Central Americans and that it was time to "end the taboo on discussing decriminalization".
Sources: en.wikipedia.org
Membrane Receptor-mediated elevation of vascular smooth muscle cGMP Inhibition of the effects of catecholamines Promotes uterine spiral artery remodeling, which is important for preventing pregnancy-induced hypertension.
Due to the neurotoxicity of its metabolite, norpethidine, it is more toxic than other opioids—especially during long-term use. The norpethidine metabolite was found to have serotonergic effects, so pethidine could, unlike most opioids, increase the risk of triggering serotonin syndrome.
He earlier announced that his administration would not deport unaccompanied migrant children; the rise in arrivals of such children exceeded the capacity of facilities meant to shelter them, leading the Biden administration in March to direct the Federal Emergency Management Agency to help. On April 14, Biden announced that the United States would delay the withdrawal of all troops from the war in Afghanistan until September 11, signaling an end to the country's direct military involvement in Afghanistan after nearly 20 years. In February 2020, the Trump administration had made a deal with the Taliban to completely withdraw U.S. forces by May 1, 2021. Biden's decision met with a range of reactions, from support and relief to trepidation at the possible collapse of the Afghan government without American support. On April 22–23, Biden held an international climate summit at which he announced that the U.S. would cut its greenhouse gas emissions by 50%–52% by 2030 compared to 2005 levels. On April 28, the eve of his 100th day in office, Biden delivered his first address to a joint session of Congress.
==== Andrea Cozzolino ==== Andrea Cozzolino's legal immunity was also removed by the European Parliament on 2 February 2023, when Andrea Cozzolino was in Italy. Cozzolino was arrested on 10 February 2023, after leaving a hospital in Naples where he was being treated for heart problems; he was taken to Poggioreale prison, but later allowed to go home under house-arrest. Cozzolino's lawyer Dimitri De Béco issued a statement that Cozzolino opposed being extradited to Belgium, because of the Belgian justice "way of proceeding". Cozzolino has repeatedly denied any wrong-doing. On 14 February, a Naples court granted a request from Cozzolino's lawyers to postpone the extradition hearing to 28 February so that the court could check the prison in Belgium that Cozzolino would be put in if extradited. In June he flew to Brussels and was placed by a Judge on parole, with conditions attached.
=== Key-wind, key-set movements === The first pocket watches, since their creation in the 16th century, up until the third quarter of the 19th century, had key-wind and key-set movements. A watch key was necessary to wind the watch and to set the time. This was usually done by opening the caseback and putting the key over the winding-arbor (which was set over the watch's winding-wheel, to wind the mainspring) or by putting the key onto the setting-arbor, which was connected with the minute-wheel and turned the hands. Some watches of this period had the setting-arbor at the front of the watch, so that removing the crystal and bezel was necessary to set the time. Watch keys are the origin of the class key, common paraphernalia for American high-school and university graduation. Many keywind watch movements make use of a fusee, to improve isochronism. The fusee is a specially cut conical pulley attached by a fine chain to the mainspring barrel. When the spring is fully wound (and its torque the highest), the full length of the chain is wrapped around the fusee and the force of the mainspring is exerted on the smallest diameter portion of the fusee cone. As the spring unwinds and its torque decreases, the chain winds back onto the mainspring barrel and pulls on an increasingly larger diameter portion of the fusee. This provides a more uniform amount of torque on the watch train, and thus results in more consistent balance amplitude and better isochronism.
Sources: en.wikipedia.org
=== Brand endorsement === Morea has also been engaged as a brand ambassador to represent sport leagues, charity organizations, and Indian states. He has endorsed prominent brands including Bisleri Vedica, 7 Up, Close up, Colgate Fresh, Live (in), Calida, Lakmé, Siyaram, Hero Honda CBZ, Monte Carlo and Chronotech. In May 2008, Dino Morea signed up as the brand ambassador for Bangalore Marathon. In September 2009, he became the brand ambassador of Goa Pro Soccer League.
The International System of Units (SI) unit of radioactive activity is the becquerel (Bq), named in honor of the scientist Henri Becquerel. One Bq is defined as one transformation (or decay or disintegration) per second. An older unit of radioactivity is the curie, Ci, which was originally defined as "the quantity or mass of radium emanation in equilibrium with one gram of radium (element)". Today, the curie is defined as 3.7×1010 disintegrations per second, so that 1 curie (Ci) = 3.7×1010 Bq. For radiological protection purposes, although the United States Nuclear Regulatory Commission permits the use of the unit curie alongside SI units, the European Union European units of measurement directives required that its use for "public health ... purposes" be phased out by 31 December 1985. Absorbed dose is measured in grays (Gy), while equivalent and effective doses are expressed in sieverts (Sv).
Ethylene oxide causes acute poisoning, accompanied by a variety of symptoms. Central nervous system effects are frequently associated with human exposure to ethylene oxide in occupational settings. Headache, nausea, and vomiting have been reported. Peripheral neuropathy, impaired hand-eye coordination and memory loss have been reported in more recent case studies of chronically-exposed workers at estimated average exposure levels as low as 3 ppm (with possible short-term peaks as high as 700 ppm). The metabolism of ethylene oxide is not completely known. Data from animal studies indicate two possible pathways for the metabolism of ethylene oxide: hydrolysis to ethylene glycol and glutathione conjugation to form mercapturic acid and meththio-metabolites. Ethylene oxide easily penetrates through ordinary clothing and footwear, causing skin irritation and dermatitis with the formation of blisters, fever, and leukocytosis. Toxicity data for ethylene oxide are as follows:
== Journalists == David Aaronovitch, English journalist, television presenter and author. He is the author of Paddling to Jerusalem: An Aquatic Tour of Our Small Country (2000), Voodoo Histories: the role of Conspiracy Theory in Modern History (2009) and Party Animals: My Family and Other Communists (2016). He won the Orwell Prize for political journalism in 2001, and the What the Papers Say "Columnist of the Year" award in 2003. He previously wrote for The Independent, The Guardian and The Times. Barbara Amiel; a British-Canadian conservative journalist, writer, and socialite. Ian Austin, Baron Austin of Dudley (born 6 March 1965), journalist for The Daily Mail, the Daily Telegraph, The Guardian and Jewish Chronicle; life peer in House of Lords; was Member of Parliament (MP); was political advisor to Chancellor of the Exchequer (later Prime Minister), Gordon Brown; was Assistant Whip for the Government; was member of Labour Friends of Israel. Antony Barnett investigative journalist; has worked as a reporter and presenter for Channel 4's Dispatches, The Observer where he held a number of posts including as the newspaper's Investigations Editor; Barnett's undercover investigation "The Battle for the Labour Party" won British Journalism Award for political journalism; co-founder of openDemocracy and has written for Jewish Chronicle, The Guardian HuffPost UK, New York Review of Books, Common Dreams, New Statesman, The Lancet, Prospect Magazine, The Bureau of Investigative Journalism, LabourList, Eurozine, Byline Times.
Sources: en.wikipedia.org
Method validation is the documented process of showing that an HPLC procedure produces reliable results for a defined purpose. It examines parameters such as accuracy, precision, specificity, linearity, and robustness. Regulators and quality systems often require validation before routine use.
System suitability is a set of checks run on the chromatographic system before sample analysis. It confirms that resolution, peak shape, retention time, and response meet predefined limits. Failure can invalidate the run and trigger corrective action.
Blank injections reveal peaks or baseline disturbances that come from solvents, reagents, or the instrument rather than the sample. They help distinguish contamination from actual analyte signals. Comparing blanks with sample runs supports accurate interpretation.
HPLC separates and detects individual compounds in a liquid sample, producing peaks at characteristic retention times. Peak area or height can be used to estimate concentration when calibrated with known standards. It does not identify unknown compounds with certainty unless additional detectors or reference materials are used.