method validation comes up often in conversation and rarely with the context attached. Here we lay out the basics in order, then work through the practical considerations.
Last reviewed on 2026-08-01. Where a claim depends on a specific study, the study is described rather than over-claimed.
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.
Quality control for HPLC testing combines scheduled checks, documented procedures, and review of results. Before sample analysis, system suitability testing confirms that the instrument, column, and method meet predefined criteria. Common criteria include resolution between critical peaks, retention time precision, peak tailing, and theoretical plate count. Failure triggers investigation before results are reported. Records link raw data, calculations, instrument logs, and analyst identity to each batch, supporting audits and repeat analysis.
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.
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.
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.
| Property | Value | Notes |
|---|---|---|
| Retention time RSD | ≤1% for five replicate injections | Typical criterion; method-specific limits apply. |
| Resolution | ≥1.5 between critical pair | Baseline separation is generally desired. |
| Tailing factor | ≤2.0 | Measures peak symmetry. |
| Theoretical plates | ≥2000 per column | Method-dependent; higher values indicate greater efficiency. |
| Peak area RSD | ≤2% for replicate injections | Reflects autosampler and detector precision. |
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.
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.
22 August A university reports the development of a driver isolation framework to protect operating system kernels, primarily the monolithic Linux kernel which gets ~80,000 commits/year to its drivers, from defects and vulnerabilities in device drivers, with the Mars Research Group developers describing this lack of isolation as one of the main factors undermining kernel security. Scientists demonstrate that tACS brain stimulation can, depending on the frequency, for one month improve (either) short-term memory or long-term memory in 65–88-years-old people. Scientists report a so far unique and unknown feature of material VO2 – it can "remember" previous external stimuli (via structural rather than electronic states), with potential for e.g. data storage. A university reports the first successful transplantation of an organoid into a human, first announced on 7 July, with the underlying study being published in February. 23 August A study reports that look-alike humans have genetic similarities, sharing genes affecting not only the face but also some phenotypes of physique and behavior, also indicating that (their) differences in the epigenome and microbiome contribute only modestly to human variability in facial appearance. Researchers introduce the concept of 'false social reality' and substantiate it by showing that (a sample of) Americans widely underestimate general public support for climate change mitigation policies by a large margin.
A moderate degree of iron-deficiency anemia affects approximately 610 million people worldwide or 8.8% of the population. It is slightly more common in females (9.9%) than males (7.8%). Up to 15% of children ages 1–3 years have iron deficiency anemia. Mild iron deficiency anemia affects another 375 million. Iron deficiency affects up to 52% of pregnant women worldwide. The prevalence of iron deficiency as a cause of anemia varies among countries; in the groups in which anemia is most common, including young children and a subset of non-pregnant women, iron deficiency accounts for a fraction of anemia cases in these groups (25% and 37%, respectively). Iron deficiency is common in pregnant women. Within the United States, iron-deficiency anemia affects about 2% of adult males, 10.5% of White women, and 20% of African-American and Mexican-American women. A study in 2024 suggests that nearly 1 in 3 Americans may have undiagnosed iron deficiency, which can cause fatigue, brain fog, and concentration problems. The analysis of data from over 8,000 U.S. adults found that 14% had low iron levels, known as absolute iron deficiency; 15% had normal iron levels but their bodies couldn't effectively use the mineral, a condition called functional iron deficiency. A map provides a country-by-country listing of what nutrients are fortified into specified foods. Some of the Sub-Saharan countries shown in the deaths from iron-deficiency anemia map from 2012 are, as of 2018, fortifying foods with iron.
The US and the USSR sent animals into space to determine the safety of the environment before sending the first humans. The USSR used dogs for this purpose, and the US used monkeys and apes. The first mammal in space was Albert II, a rhesus monkey launched by the US on a sub-orbital flight on June 14, 1949, who died on landing due to a parachute malfunction. The USSR sent the dog Laika into orbit on Sputnik 2, the second satellite launched, on November 3, 1957, for an intended ten-day flight. They did not yet have the technology to return Laika safely to Earth, and the government reported Laika died when the oxygen ran out, but in October 2002 her true cause of death was reported as stress and overheating on the fourth orbit due to failure of the air conditioning system. At a Moscow press conference in 1998 Oleg Gazenko, a senior Soviet scientist involved in the project, stated "The more time passes, the more I'm sorry about it. We did not learn enough from the mission to justify the death of the dog...".
Pakistan's landscapes vary from coastal plains to glaciated mountains, offering deserts, forests, hills, and plateaus. Pakistan is divided into three major geographic areas: the northern highlands, the Indus River plain, and the Balochistan Plateau. The northern highlands feature the Karakoram, Hindu Kush, and Pamir mountain ranges, hosting some of the world's highest peaks, including five of the fourteen eight-thousanders (mountain peaks over 8,000 metres or 26,250 feet), notably K2 (8,611 m or 28,251 ft) and Nanga Parbat (8,126 m or 26,660 ft). The Balochistan Plateau lies in the west and the Thar Desert in the east. The 1,609 km (1,000 mi) Indus River and its tributaries traverse the nation from Kashmir to the Arabian Sea, sustaining alluvial plains along the Punjab and Sindh regions. The climate varies from tropical to temperate, with arid conditions in the coastal south. There is a monsoon season with frequent flooding due to heavy rainfall, and a dry season with significantly less rainfall or none at all. Pakistan experiences four distinct seasons: a cool, dry winter from December through February; a hot, dry spring from March through May; the summer rainy season, or southwest monsoon period, from June through September; and the retreating monsoon period of October and November. Rainfall varies greatly from year to year, with patterns of alternate flooding and drought common.
Sources: en.wikipedia.org
== Organization and administration == The University of Arizona, like its sister institutions Arizona State University and Northern Arizona University, is governed by the Arizona Board of Regents or the ABOR, a 12-member body. Eight volunteer members are appointed by the Governor to staggered eight-year terms; two students serve on the board for two-year appointments, with the first year being a nonvoting apprentice year. The Governor and the Superintendent of Public Instruction serve as voting ex-officio members. The ABOR provides "policy guidance" and oversight to the three major degree-granting universities, as provided for by Title 15 of the Arizona Revised Statutes. Suresh Garimella was named the 23rd president of the U of A on August 9, 2024. Previously, he was the president of the University of Vermont from 2019 to 2024. Garimella has also previously served as the Executive Vice President for Research and Partnerships, a Chief Global Affairs Officer, and was recognized as a Goodson Distinguished Professor of Mechanical Engineering at Purdue University. Garimella replaced Robert C. Robbins, MD. He was named as the lone finalist to succeed as president after Robbins announced his plans to step down at the end of his current contract, or before if a suitable successor was identified, during an ABOR meeting on April 2, 2024.
Food Stories Archived 10 April 2021 at the Wayback Machine – Explore a century of revolutionary change in UK food culture on the British Library's Food Stories website Groceteria – supermarket history and architecture from the 1920s to the 1970s Scrambling for customers, 4 August 2005, San Francisco Chronicle
=== March === March 28, 2013: Cyprus Banks in Cyprus re-open after having been closed for two weeks. The government of Cyprus agrees a 10 billion euro bailout deal with the EU and IMF. Depositors with more than € 100,000 in certain banks will lose up to 60% of their deposits. An earlier proposal that would have seen depositors with less than €100,000 losing 6.75% of their deposits fails to attract a single vote in favor in the Cypriot parliament. Russia is expected to help finance the bailout by delaying the repayment of a 2.5 billion euro loan to Cyprus until 2021.
== Career == On 18 July 1985, he co-founded the Belgian biotech company Innogenetics, together with Erik Tambuyzer and Hugo Van Heuverswyn and has been its chairman since then. Besides Innogenetics, he founded several clinical laboratories. He is an international centralized clinical laboratory. He is also CEO of Gengest BVBA (management company), Biovest CVA, LMA BVBA, Laboraco BVBA, and he is director of DSJ Bruxelles NV and Oystershell NV. Rudi Mariën is a member of the American Association for Clinical Chemistry.
The first total synthesis of phalloidin was achieved through a combination of solid phase and solution phase synthesis (Baosheng Liu and Jianheng Zhang, United States Patent, US 8,569,452 B2). The physical and chemical properties of the synthetic phalloidin are the same as the naturally occurring phalloidin.
Sources: en.wikipedia.org
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.
Retention time drift can result from changes in mobile phase composition, column temperature, pump flow, or column age. A gradual shift often points to column degradation. A sudden shift may indicate a leak, mixing error, or incorrect mobile phase.
Retention time alone cannot confirm identity because different compounds may elute at similar times. Coupling HPLC with mass spectrometry or comparing against authenticated standards increases confidence. Confirmation usually requires orthogonal data.
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.