stationary phase 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 2026-07-17 and is reviewed periodically as new material appears.
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.
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.
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.
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.
| 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. |
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.
Separation modes differ by the chemistry of the stationary phase and the composition of the mobile phase. Reversed-phase testing uses a nonpolar column and polar solvents, making it common for pharmaceutical, environmental, and food analytes. Normal-phase testing uses a polar column and nonpolar solvents for compounds that are poorly retained in reversed-phase systems. Ion-exchange and ion-pair methods separate charged species, while size-exclusion methods sort molecules by hydrodynamic volume. Gradient elution changes solvent strength over time to resolve complex mixtures, and isocratic elution holds solvent composition constant for simpler assays.
Key performance measures include retention time, peak area, peak height, resolution, tailing factor, and plate count. Retention time helps identify a peak under fixed conditions, but confirmation often requires a second method or detector. Peak area and height relate to concentration through calibration curves, which may be linear or nonlinear depending on the detector response. Resolution describes separation between adjacent peaks, while tailing factor and plate count describe peak shape and column efficiency. Performance checks verify these values before and during a run to confirm that the instrument is performing within limits.
High-performance liquid chromatography testing separates components of a liquid sample by forcing a mobile phase through a packed column. The stationary phase inside the column interacts with analytes to different degrees, so each compound exits at a characteristic retention time. A pump delivers solvent at controlled flow and pressure, while an injector introduces a precise sample volume. Detectors such as ultraviolet-visible, fluorescence, refractive index, or mass spectrometric instruments record the separated bands. The resulting chromatogram provides qualitative and quantitative information about the mixture.
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.
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.
Dinosterol has been used as an indicator for dinoflagellate production in the Cariaco Basin. In such studies, it has been revealed that the accumulation of dinosterol peaks at a rate of almost 900 mg compound/cm2/yr during the Younger Dryas. Hydrogen isotope ratios in dinosterols can serve to reconstruct salinity semi-quantitatively. Some studies have revealed that certain dinoflagellates produce sterols that have the potential to serve as genera-specific biomarkers. Recent work showed that dinoflagellate genera, which formed discrete clusters in the 18S rDNA-based phylogeny, shared similar sterol compositions. This suggested that the sterol compositions of dinoflagellates are explained by the evolutionary history of this lineage.
==== Commander of the Order of the British Empire (CBE) ==== Military Commodore Stephen David Roberts, Royal Navy, C032675H. Brigadier Vivienne Wendy Buck, 539464. Major General Julian Nicholas Edward Buczacki, 547874. Brigadier Matthew Timothy Cansdale, , 542140. Major General Darren Howard Crook, 538948. Colonel Lucy Margaret Giles, 533691. Colonel Michael Robert Smith, 533745. Air Commodore Catherine Clare Coton, Royal Air Force, 8032422G. Air Commodore Jonathan Moreton, Royal Air Force, 2636472F. Air Commodore Gerard Alan Opie, Royal Air Force, 5203734U. Civil Louise Elizabeth Alexander. Human Resources Director, HM Courts and Tribunals Service and Trustee, Rowland Hill Fund. For Public and Voluntary Service. Ellen Atkinson, LVO. Director, Constitution and Major Events, Cabinet Office. For Public Service. Mark Timothy Austin. Partner, Latham & Watkins. For services to the Economy. Henrietta Rosamund Clare Barkworth-Nanton. Co-Founder and Patron, The Joanna Simpson Foundation and Chair, Refuge. For services to People Affected by Domestic Abuse and Homicide. Charlotte Ann Beardmore. Executive Director, Professional Policy, The Society of Radiographers. For services to Radiography. Andrew James Bell. Lately Co-Founder and Chief Executive Officer, AJ Bell plc. For services to the Financial Sector. Professor Michaela Jane Benzeval. Professor of Longitudinal Research and Director of Understanding Society, University of Essex. For services to Social Science. Don Black, OBE. Lyricist. For services to Music. Stuart Christopher John Broad, MBE. Cricketer.
Master of Science, Master of Business Administration, Master of Health Administration, Doctor of medical laboratory science for specialization, education and management roles. Doctor of Philosophy for management and directorship roles in the clinical laboratory as well as for academic research and professorship. Doctors of Philosophy holding a degree in a biological science, and who are board certified by a CLIA-approved entity, are qualified as a medical laboratory director. Doctor of Medicine or Doctor of clinical laboratory Science - this is the position that qualifies an individual to oversee or direct almost all types of clinical laboratories. Under U.S. CLIA laws, a requirement of at least year of clinical laboratory experience (any MD) or pathology residency must be met. In the United Kingdom the Modernising Scientific Careers (MSC) programme sets out a training and career framework for the healthcare science workforce. One aspect of the framework was the formalisation of training to develop talented clinical scientists to undertake Higher Specialist Scientist Training (HSST) programmes to prepare them for roles as consultant clinical scientists. Training through the Higher Specialist Scientist Training pathway is discipline specific. For life science disciplines (immunology, microbiology, virology, haematology, biochemistry) the training curriculum and formal examinations are administered by the Royal College of Pathologists.
Flupentixol (INN), also known as flupenthixol (former BAN), marketed under brand names such as Depixol and Fluanxol is a typical antipsychotic drug of the thioxanthene class. It was introduced in 1965 by Lundbeck. In addition to single drug preparations, it is also available as flupentixol/melitracen—a combination product containing both melitracen (a tricyclic antidepressant) and flupentixol (marketed as Deanxit). It is approved for use in the UK, Australia, Canada, Russian Federation, South Africa, New Zealand, Philippines, Iran, Germany, among others. Flupentixol is not approved for use in the United States.
== Side effects == Side effects of fentanyl analogs are similar to those of fentanyl itself, which include itching, nausea and potentially serious respiratory depression, which can be life-threatening. Fentanyl analogs have killed hundreds of people throughout Europe and the former Soviet republics since the most recent resurgence in use began in Estonia in the early 2000s, and novel derivatives continue to appear. A new wave of fentanyl analogues and associated deaths began in around 2014 in the US, and have continued to grow in prevalence; especially since 2016 these drugs have been responsible for hundreds of overdose deaths every week.
Sources: en.wikipedia.org
== Management == MASLD warrants treatment regardless of whether the affected person is overweight. MASLD is a preventable cause of death. Guidelines are available from the American Association for the Study of Liver Diseases (AASLD), American Association of Clinical Endocrinologists (AACE) National Institute for Health and Care Excellence (NICE), the European Association for the Study of the Liver (EASL), and the Asia-Pacific Working Party on MASFLD.
For example, a piece of rock can be inserted into the sample cup and the spectrum measured from it. A useful way of analyzing solid samples without the need for cutting samples uses ATR or attenuated total reflectance spectroscopy. Using this approach, samples are pressed against the face of a single crystal. The infrared radiation passes through the crystal and only interacts with the sample at the interface between the two materials.
The world's longest hot dog had been 60 meters (197 ft) long and rested within a 60.3-meter (198 ft) bun. The hot dog was prepared by Shizuoka Meat Producers for the All-Japan Bread Association, which baked the bun and coordinated the event, including official measurement for the world record. The hot dog and bun were the center of a media event in celebration of the Association's 50th anniversary on August 4, 2006, at the Akasaka Prince Hotel in Tokyo. On May 31, 2012, Guinness World Records certified the world record for the most expensive hot dog at US$145.49. The "California Capitol City Dawg", served at Capitol Dawg in Sacramento, California, features a grilled 460 mm (18 in) all-beef, natural-casing frank from Chicago, served on a fresh-baked herb-and-oil focaccia roll, spread with white truffle butter, then grilled. It is topped with whole-grain mustard from France, garlic and herb mayonnaise, sauteed chopped shallots, organic mixed baby greens, maple syrup-marinated and fruitwood-smoked uncured bacon from New Hampshire, chopped tomato, moose cheese from Sweden, sweetened dried cranberries, basil olive oil and pear-cranberry-coconut balsamic vinaigrette, and ground peppercorn. Proceeds from the sale of each 1.4 kg (3 lb) super dog were donated to the Shriners Hospitals for Children. Hot dogs are a popular food for eating competitions. The record for hot dogs eaten in 10 minutes is 83 by Joey Chestnut at the "Chestnut vs. Kobayashi: Unfinished Beef" event on September 2, 2024. The last person to hold the record before Chestnut was Takeru Kobayashi.
== Applications == Cysteine, mainly the l-enantiomer, is a precursor in the food, pharmaceutical, and personal-care industries. One of the largest applications is the production of flavors. For example, the reaction of cysteine with sugars in a Maillard reaction yields meat flavors. l-Cysteine is also used as a processing aid for baking. In the field of personal care, cysteine is used for permanent-wave applications, predominantly in Asia. Again, the cysteine is used for breaking up the disulfide bonds in the hair's keratin. Cysteine is a very popular target for site-directed labeling experiments to investigate biomolecular structure and dynamics. Maleimides selectively attach to cysteine using a covalent Michael addition. Site-directed spin labeling for EPR or paramagnetic relaxation-enhanced NMR also uses cysteine extensively.
=== South East Asia === Nina Jablonski and Evelyn Nakano Glenn both assert that skin whitening in many South and Southeast Asian nations such as the Philippines grew in popularity through these nations' histories of European colonization. Multiple studies find that preferences for lighter skin in India were historically linked to both the Indian caste system and centuries of outside rule by light-skinned nations. In the Philippines and many Southeast Asian countries, lighter skin was associated with higher social status. Historians indicate that the social hierarchies in the Philippines encompasses a spectrum of skin tones due to intermarriages between indigenous populations, East Asian settlers from Japan and China, and European and American colonists.
Sources: en.wikipedia.org
=== Prior experiments === From the earliest days of radio technology, signals had been used for navigation using the radio direction finding (RDF) technique. RDF can determine the bearing to a radio transmitter, and several such measurements can be combined to produce a radio fix, allowing the receiver's position to be calculated. Given some basic changes to the broadcast signal, it was possible for the receiver to determine its location using a single station. The UK pioneered one such service in the form of the Orfordness Beacon. Through the early period of radio development it was widely known that certain materials, especially metal, reflected radio signals. This led to the possibility of determining the location of objects by broadcasting a signal and then using RDF to measure the bearing of any reflections. Such a system saw patents issued to Germany's Christian Hülsmeyer in 1904, and widespread experimentation with the basic concept was carried out from then on. These systems revealed only the bearing to the target, not the range, and due to the low power of radio equipment of that era, they were useful only for short-range detection. This led to their use for iceberg and collision warning in fog or bad weather, where all that was required was the rough bearing of nearby objects. The use of radio detection specifically against aircraft was first considered in the early 1930s. Teams in the UK, US, Japan, Germany and others had all considered this concept and put at least some amount of effort into developing it.
Nobel physics laureate Steven Weinberg said that the Nobel committee "fleeced" Dyson, but Dyson remarked in 2009, "I think it's almost true without exception if you want to win a Nobel Prize, you should have a long attention span, get hold of some deep and important problem and stay with it for ten years. That wasn't my style." Dyson was a regular contributor to The New York Review of Books, and published a memoir, Maker of Patterns: An Autobiography Through Letters in 2018. In 2012 Dyson published (with William H. Press) a fundamental new result about the prisoner's dilemma in the Proceedings of the National Academy of Sciences of the United States of America.
== Epidemiology == Diabetic ketoacidosis occurs in 4.6–8.0 per 1000 people with diabetes annually. Rates among those with type 1 diabetes are higher with about 4% in the United Kingdom developing DKA a year while in Malaysia the condition affects about 25% a year. In the United States, 135,000 hospital admissions occur annually as a result of DKA, at an estimated cost of $2.4 billion or a quarter to half the total cost of caring for people with type 1 diabetes. There has been a documented increasing trend in hospital admissions. The risk is increased in those with an ongoing risk factor, such as an eating disorder, and those who cannot afford insulin. About 30% of children with type 1 diabetes receive their diagnosis after an episode of DKA. Lower socio‐economic status and higher area‐level deprivation are associated with an increased risk of diabetic ketoacidosis in people with diabetes mellitus type 1. Previously considered universally fatal, the risk of death with adequate and timely treatment is between <1% and 5%. However, despite low acute mortality rates, an episode of DKA remains a significant predictor of death over the subsequent 12 months. Up to 1% of children with DKA develop a complication known as cerebral edema. Rates of cerebral edema in US children with DKA have risen from 0.4% in 2002 to 0.7% in 2012. Between 2 and 5 out of 10 children who develop brain swelling will die as a result.
The locus coeruleus is quite small in absolute terms—in primates, it is estimated to contain around 15,000 neurons, less than one-millionth of the neurons in the brain—but it sends projections to every major part of the brain and also to the spinal cord. The level of activity in the locus coeruleus correlates broadly with vigilance and speed of reaction. LC activity is low during sleep and drops to virtually nothing during the REM (dreaming) state. It runs at a baseline level during wakefulness, but increases temporarily when a person is presented with any sort of stimulus that draws attention. Unpleasant stimuli such as pain, difficulty breathing, bladder distension, heat or cold generate larger increases. Extremely unpleasant states such as intense fear or intense pain are associated with very high levels of LC activity. Norepinephrine released by the locus coeruleus affects brain function in several ways. It enhances processing of sensory inputs, enhances attention, enhances formation and retrieval of both long-term and working memory, and enhances the ability of the brain to respond to inputs by changing the activity pattern in the prefrontal cortex and other areas. The control of arousal level is strong enough that drug-induced suppression of the LC has a powerful sedating effect. There is a great similarity between situations that activate the locus coeruleus in the brain and situations that activate the sympathetic nervous system in the periphery: the LC essentially mobilizes the brain for action while the sympathetic system mobilizes the body.
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.
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.