If you have been reading about precision and want a single page that covers the useful parts, this is it: definitions, context, how it is studied, and the questions that come up repeatedly.
Last reviewed on 2026-02-15. Where a claim depends on a specific study, the study is described rather than over-claimed.
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.
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.
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.
| 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. |
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.
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.
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.
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.
Journalist and crime reporter John van den Heuvel was targeted by the Moroccan mafia after he made numerous statements about the workings of their criminal activities. In June 2018, the headquarter of the Dutch newspaper Panorama was attacked by a rocket launcher after they published articles on the Moroccan mafia. Shortly afterwards, the headquarter of another Dutch news-outlet De Telegraaf was attacked by a car, which was rammed into the office and set on fire afterwards. John van den Heuvel, who worked for De Telegraaf in the past, delivered his personal opinion on Dutch television by evoking the name of the criminal who was allegedly responsible:
There are three types of protein microarrays that are currently used to study the biochemical activities of proteins. Analytical microarrays are also known as capture arrays. In this technique, a library of antibodies, aptamers or affibodies is arrayed on the support surface. These are used as capture molecules since each binds specifically to a particular protein. The array is probed with a complex protein solution such as a cell lysate. Analysis of the resulting binding reactions using various detection systems can provide information about expression levels of particular proteins in the sample as well as measurements of binding affinities and specificities. This type of microarray is especially useful in comparing protein expression in different solutions. For instance the response of the cells to a particular factor can be identified by comparing the lysates of cells treated with specific substances or grown under certain conditions with the lysates of control cells. Another application is in the identification and profiling of diseased tissues. Reverse phase protein microarray (RPPA) involve complex samples, such as tissue lysates. Cells are isolated from various tissues of interest and are lysed. The lysate is arrayed onto the microarray and probed with antibodies against the target protein of interest. These antibodies are typically detected with chemiluminescent, fluorescent or colorimetric assays. Reference peptides are printed on the slides to allow for protein quantification of the sample lysates.
Increased cortisol levels may lead to facial swelling and bloating, creating a round and puffy appearance, referred to as "cortisol face." This is not due to everyday stress, but due to rare hormonal disorders.
== Prognosis == With treatment, the five-year survival rate is >80%, and fewer than 30% of affected individuals require long-term dialysis. A study performed in Australia and New Zealand demonstrated that in patients requiring renal replacement therapy (including dialysis), the median survival time is 5.93 years. Without treatment, virtually every affected person will die from either advanced kidney failure or lung hemorrhages.
Sources: en.wikipedia.org
== Mechanism of action == Interferon beta balances the expression of pro- and anti-inflammatory agents in the brain, and reduces the number of inflammatory cells that cross the blood brain barrier. Overall, therapy with interferon beta leads to a reduction of neuron inflammation. Moreover, it is also thought to increase the production of nerve growth factor and consequently improve neuronal survival. In vitro, interferon beta reduces production of Th17 cells which are a subset of T lymphocytes believed to have a role in the pathophysiology of MS.
Pharmacy technicians support the work of pharmacists and other health professionals by performing a variety of pharmacy-related functions, including dispensing prescription drugs and other medical devices to patients and instructing on their use. They may also perform administrative duties in pharmaceutical practice, such as reviewing prescription requests with medic's offices and insurance companies to ensure correct medications are provided and payment is received. Legislation requires the supervision of certain pharmacy technician's activities by a pharmacist. The majority of pharmacy technicians work in community pharmacies. In hospital pharmacies, pharmacy technicians may be managed by other senior pharmacy technicians. In the UK the role of a PhT in hospital pharmacy has grown and responsibility has been passed on to them to manage the pharmacy department and specialized areas in pharmacy practice allowing pharmacists the time to specialize in their expert field as medication consultants spending more time working with patients and in research. Pharmacy technicians are registered with the General Pharmaceutical Council (GPhC). The GPhC is the regulator of pharmacists, pharmacy technicians, and pharmacy premises. In the US, pharmacy technicians perform their duties under the supervision of pharmacists. Although they may perform, under supervision, most dispensing, compounding and other tasks, they are not generally allowed to perform the role of counseling patients on the proper use of their medications.
=== Research === During his long career at WSLH, Inhorn pursued many different lines of medical research and public health intervention. In 1960, WSLH was involved in a large community program to promote the new Pap smear test for detecting the early stages of cervical cancer. Inhorn devoted many hours to training personnel in family planning clinics on how to carefully make and screen the Pap smear, both of which are essential to its success. During this time, Inhorn also became active in the American Society of Cytopathology. He chaired its committees to develop best practices in laboratory operation, and he eventually became president of ASC, later receiving the Papanicolaou Award for his contributions to the field of cytopathology. In addition, by 1960, new techniques in the field of cytogenetics permitted the study of infants and children with congenital malformations. Inhorn provided the laboratory component that permitted pediatricians from the UW Medical Center to study a large number of affected children. In particular, Down syndrome had been identified as having three chromosome 21s, instead of two. The Cytogenetics Lab at WSLH identified another trisomy (trisomy 13), an important discovery contributing to the genomic revolution that followed.
On the other hand, zolpidem, eszopiclone, baclofen, and gabapentin all did not substitute for tiagabine. The GABAA receptor antagonist (+)-bicuculline at non-convulsant doses partially antagonized tiagabine's interoceptive effects, whereas higher doses that might more fully antagonize its cue were not assessed due to risk of convulsions. These findings suggest involvement of the GABAA receptor in the subjective effects of tiagabine, at least in rodents. Conversely, the GABAB receptor does not appear to be involved. Tiagabine increases benzodiazepines' affinity to cortical and limbic GABAA receptors and influences electroencephalography (EEG) measurements by increasing frontal activity and reducing posterior activity in the brain. With regard to pharmacophore, the most stable binding mode of tiagabine in the GAT-1 is that where the nipecotic acid fragment is located in the main ligand binding site, and aromatic thiophene rings are arranged within the allosteric site, which yields GAT-1 in an outward-open state. This interaction is mediated through GAT-1's sodium ion mimicry, hydrogen bonding and hydrophobic interactions.
=== Neurosteroid effects === Progesterone, through the actions of neurosteroid active metabolites such as allopregnanolone and pregnanolone, is a potent positive allosteric modulator of the GABAA receptor, the major signaling receptor of the inhibitory neurotransmitter γ-aminobutyric acid (GABA). It can produce sedative, hypnotic, anxiolytic, euphoric, cognitive-, memory-, and motor-impairing, anticonvulsant, and even anesthetic effects with formation of sufficiently high concentrations of its neurosteroid metabolites and consequent GABAA receptor potentiation in the brain. These actions and effects are characteristically similar to those of other GABAA receptor positive allosteric modulators like alcohol, barbiturates, and benzodiazepines. Similarly to other GABAA receptor positive allosteric modulators like alcohol, barbiturates, and benzodiazepines, tolerance has been found to develop with exposure to increased levels of allopregnanolone and related inhibitory neurosteroids. This includes downregulation and desensitization of the GABAA receptor, reduced effects of allopregnanolone and other GABAA receptor activators (e.g., GABATooltip γ-aminobutyric acid and benzodiazepines), and rebound or withdrawal effects upon falls in allopregnanolone levels. In addition, changes in allopregnanolone levels have been implicated in adverse neuropsychiatric effects associated with the menstrual cycle (e.g., dysphoria, depression, anxiety, irritability) and postpartum period (e.g., postpartum depression), as well as in catamenial epilepsy (seizures).
Sources: en.wikipedia.org
== State-affiliated media label controversy == On April 5, 2023, the Twitter account for National Public Radio (NPR) received a label that it was "state-affiliated", despite the fact it receives less than 1% of its funding from the government; Voice of America (VOA), a state-affiliated media arm of the United States, did not receive a label. NPR CEO John Lansing condemned Twitter for the labeling. A similar label was added to Public Broadcasting Station's (PBS) Twitter account on April 8. According to PBS, the broadcaster has no intention to use its Twitter account after receiving the label. NPR announced it had quit Twitter on April 12 after the label was changed to "government-affiliated". The decision was a reversal of the company's previous treatment towards NPR, which it cited as an example of a public news organization that is not state-affiliated. The British Broadcasting Corporation (BBC) also received a government-affiliated label, but appealed to Musk. The Canadian Broadcasting Corporation (CBC) received a label stating it was "69% government-funded", in apparent reference to the sex position, after Conservative Party of Canada leader Pierre Poilievre told Musk to apply the label. The CBC is 66% government-funded, and stopped tweeting after the incident. On April 22, Twitter dropped the state-affiliated and government-affiliated labels entirely, including for Russia's RT and China's Xinhua News and China Global Television Network (CGTN). According to Musk, the idea to drop the labels came from author Walter Isaacson.
Features of the Advanced Lesion: Extension of the lesion into alveolar bone, periodontal ligament with significant bone loss Continued loss of collagen Cytopathic alterations in plasma cells in the absence of altered fibroblasts Formation of periodontal pocketing Conversion of bone marrow into fibrous connective tissue
=== Computing === cp (Unix), a UNIX command for copying files and directories Certificate policy, outlining (non)-intended uses of a digital certificate Circuit Probe, a method of wafer testing Code page, a table identifying the character set used to encode a set of glyphs Constraint programming, a programming paradigm wherein relations between variables are stated in the form of constraints Control Program, part of an operating system of the late 1960s; see CP/CMS Connection pool, a cache of database connections 'Content Profile' in the NISO standard Content Profile/Linked Document, a data serialisation format Child process, computing process created by another process Adobe Captivate, a software application
=== Withdrawals === 1 January 2009 – The U.S.–Iraq Status of Forces Agreement went into effect, and gave the Government of Iraq de jure responsibility of maintaining and providing security for all of its people. Approximately 150,000 foreign troops in Iraq. 28 June 2009 – Foreign forces were no longer stationed within any of Iraq's major cities. Proclaimed as a national holiday by Iraqi Prime Minister Nouri al-Maliki. 31 July 2009 – The last large groups of non-U.S. foreign forces completed their withdrawal from Iraq. 1 January 2010 – The major commands Multi-National Force – Iraq, Multi-National Corps – Iraq and Multi-National Security Transition Command – Iraq merged into the unified command United States Forces – Iraq, reducing the total number of staff positions by 41%. Approximately 112,000 U.S. troops in Iraq. 7 March 2010 – Iraq held parliamentary elections, its second under its democratic constitution, and is seen as an important milestone for the young Iraqi political system; this leaves approximately 96,000 U.S. troops in Iraq. 1 September 2010 – American forces ceased all combat operations, i.e. patrolling, serving arrest warrants, route clearance, etc., and transitioned to a pure advise, train and assist role. Operation Iraqi Freedom is officially concluded, and the advise and assist mission continues under Operation New Dawn. 49,700 U.S. troops in Iraq. 31 December 2011 – U.S. Army and U.S. Marine Corps units and formations complete their withdrawal from Iraq.
The epididymis (; pl.: epididymides or ) is an elongated tubular genital organ attached to the posterior side of each one of the two male reproductive glands, the testicles. It is a single, narrow, tightly coiled tube which, in adult humans, is about 6 to 7 centimetres (2.4 to 2.8 in) in length; uncoiled, the tube would be approximately 6 m (20 feet) long. The epididymis connects the testicle to the vas deferens in the male reproductive system. The epididymis serves as an interconnection between the multiple efferent ducts at the rear of a testicle (proximally), and the vas deferens (distally). Its primary function is the storage, maturation, and transport of sperm.
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.
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.