A practical reference on precision: what it is, how it behaves, what the literature reports, and where the honest uncertainties sit.
This page was last updated on 2025-10-14 and is reviewed periodically as new material appears.
Routine quality control uses system suitability, blank injections, check standards, and control samples to detect drift or contamination. System suitability criteria may specify minimum resolution, maximum tailing factor, and a permitted range for repeated injections. Blank injections reveal carryover or solvent contamination, while check standards confirm calibration accuracy over a batch. Control samples with known analyte levels can show whether results remain within statistical limits. When a control result falls outside limits, the analyst investigates the cause and may invalidate affected results before repeating the batch.
Documentation and traceability are central to regulated HPLC testing. Records typically include instrument logs, column history, mobile-phase preparation, sample preparation, injection sequences, raw chromatograms, and audit trails. Electronic systems may require user access controls, time-stamped changes, and backup procedures. Training records show that analysts are qualified for assigned methods. Audits and inspections check whether written procedures match actual practice and whether deviations are documented. These controls support reproducibility and allow results to be reconstructed if questions arise later.
Method validation establishes that an HPLC procedure is suitable for its intended purpose. Typical parameters include accuracy, precision, specificity, linearity, range, limit of detection, limit of quantitation, robustness, and solution stability. Accuracy reflects closeness to a reference value, while precision reflects agreement among repeated measurements. Specificity shows whether the method can measure the analyte without interference from matrix components. Validation is documented through protocols and reports, and the required extent depends on the method's use and regulatory context.
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.
| Property | Value | Notes |
|---|---|---|
| Accuracy | Recovery near 100% | Depends on acceptance criteria and matrix |
| Precision | Relative standard deviation | Often at or below 2% for replicate injections |
| Limit of detection | Signal-to-noise ratio 3:1 | Approximate and method-specific |
| Limit of quantitation | Signal-to-noise ratio 10:1 | Confirmed by precision and accuracy |
| Resolution | 1.5 or greater | Typical system suitability target |
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.
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.
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.
Instrumentation includes a solvent delivery system, an autosampler, a column oven, and one or more detectors. Reversed-phase columns with chemically modified silica are widely used, but normal-phase, ion-exchange, size-exclusion, and affinity modes exist for specific separations. Detectors may rely on ultraviolet absorbance, fluorescence, refractive index, or mass spectrometry. Column temperature, mobile phase composition, and flow rate are adjusted to improve resolution. System pressure is monitored because rising pressure can indicate column blockage or deteriorating packing.
== Life and career == Eric M. Verdin was born in Belgium. He has a BS in Medical Sciences and doctorate of medicine from the University of Liege. After graduating from university, Verdin trained at Harvard Medical School. In 1997, he joined the Gladstone Institute for Virology and Immunology, where he worked for twenty years. He ended his time there as associate director and senior investigator in the virology and immunology unit. He is also a professor of medicine at the University of California, San Francisco. He previously held faculty positions at the National Institutes of Health and at Picower Institute for Medical Research. He is on the scientific advisory board of Amazentis and previously served on the National Scientific Advisory Council of the American Federation for Aging Research. He was a consultant to Calico, an aging-research company founded by Google. He is an inventor on at least 15 published patents. Verdin recreationally races race cars and trains for mental and physical endurance in LMP, Formula Atlantic and Formula 1 cars.
There are also several passages with chains that begin with the six sense spheres (ayatana). They can be found in SN 12. 24, SA 343, SA 352-354, SN 12. 13-14 and SN 12. 71-81. Another one of these is found in SN 35.106, which is termed the "branched version" by Bucknell because it branches off into six classes of consciousness:Eye consciousness arises dependent on the eye and sights. The meeting of the three is contact. Contact is a condition for feeling. Feeling is a condition for craving. This is the origin of suffering … [the same formula is repeated with the other six sense bases and six consciousnesses, that is, ear, nose, tongue, body, and mind]Other depictions of the chain at SN 12.52 and its parallel at SA 286, begin with seeing the assada (taste; enjoyment; satisfaction) which leads to craving and the rest of the list of nidanas. Meanwhile, in SN 12.62 and SA 290, dependent origination is depicted with just two nidanas, contact (phassa) and feeling (vedana). SN 12.62 says that when one becomes disenchanted with contact and feeling, desire fades away.
=== Business === Morea has been involved in multiple entrepreneurial initiatives. In 2012, he co-founded the merchandising company Cool Maal with cricketer MS Dhoni and Yuvraj Singh. He later established Clockwise Films, a production company, in 2013. That same year, he co-founded a lifestyle and entertainment venture called Playground with Nandita Mahtani. He has partnership with a photo sharing app called Vebbler. He owns a restaurants named Crepe Station Café in Bandra. It is one of the fastest developing chains in India which offers pancakes, waffles and eggs benedict. In 2013, he initiated the installation of outdoor fitness stations in Wadala and Bandra, Mumbai. These facilities were inaugurated with the involvement of actor Hrithik Roshan and politician Aaditya Thackeray. In 2019, Morea and restaurateur Ketan Kadam received an award from People for the Ethical Treatment of Animals (PETA) for a project aimed at replacing horse-drawn carriages in Mumbai with battery-operated electric vehicles. He is also the co-founder of The Fresh Press, a cold-pressed juice brand, and serves as a board director at the Gruhas Collective Consumer Fund (GCCF), an investment platform focused on consumer brands.
Sources: en.wikipedia.org
There he developed his method of psychoanalytic group work centred on group tensions and on transferences between members, and between members and the group. Moris Farhi writer (Turkish-born) Benjamin Farjeon (12 May 1838 – 23 July 1903) was an English novelist, playwright, printer and journalist. As an author, he was known for his huge output and frequently compared to Charles Dickens as a social novelist. He was the father of J. Jefferson Farjeon, Eleanor Farjeon, Herbert Farjeon, and Harry Farjeon. Eleanor Farjeon (13 February 1881 – 5 June 1965) English author of children's stories and plays, poetry, biography, history and satire. Several of her works had illustrations by Edward Ardizzone. Her most famous work was Morning Has Broken, a Christian hymn first published in 1931. Andrew Feinstein author of The Shadow World: Inside the Global Arms Trade, an investigation into the global arms industry. A board member of Declassified UK. David Feldman (historian) author and professor at Birkbeck College, University of London; director of the Pears Institute for the study of Antisemitism, launched in 2010, as a centre for research, teaching, and public policy formation relating to antisemitism and racial intolerance. His research relates to the history of minorities and their place in British society from 1600 to the current time. Eva Figes (15 April 1932 – 28 August 2012), anti-Zionist author and feminist; wrote novels, literary criticism, studies of feminism, and memoirs relating to Berlin childhood and experiences as Jewish refugee from Hitler's Germany.
=== Serum glucose === The serum glucose test, abbreviated as "BG" or "Glu", measures the liver's ability to produce glucose (gluconeogenesis); it is usually the last function to be lost in the setting of fulminant liver failure.
Polypeptide C-terminal thioesters produced by recombinant DNA techniques can be reacted with an N-terminal Cys containing polypeptide by the same native ligation chemistry to provide very large semi-synthetic proteins. Native chemical ligation of this kind using a recombinant polypeptide segment is known as Expressed Protein Ligation. Similarly, a recombinant protein containing an N-terminal Cys can be reacted with a synthetic polypeptide thioester. Thus, native chemical ligation can be used to introduce chemically synthesized segments into recombinant proteins, regardless of size.
== Clinical research == The feasibility of using recombinant human tropoelastin to promote elastin-fibre production and improve skin flexibility in wounds and scars has been studied. Although new elastin fibres were observed following the administration of recombinant human tropoelastin into fresh wounds, the treatment did not result in significant improvements in scar appearance or flexibility. Another line of research has investigated stimulation of endogenous elastin production in the skin. In an in vitro study, an amino acid–copper mixture increased elastin- and type I collagen-related gene expression and protein production in cultured human dermal fibroblasts compared with copper or the amino acid mixture alone. A subsequent open-label, single-centre clinical study evaluated a skin-booster formulation containing amino acids, copper sulfate and non-cross-linked hyaluronic acid, marketed as Elastic Lab. Five participants received four facial treatments at one-week intervals, and the outcomes were assessed one week after the final treatment. Instrumentally measured skin elasticity increased by 23.4% from baseline, while skin thickness and density increased by 7.3% and 12.5%, respectively. Improvements in skin hydration and periocular wrinkle depth were also reported. The study did not directly measure newly synthesised or deposited elastin fibres.
Sources: en.wikipedia.org
=== Crohn's disease === Three phenotypes, or categories of disease, are present in Crohn's disease: stricturing disease (which causes narrowing of the bowel), penetrating disease (which causes fistulae or abnormal connections of the bowel), and inflammatory disease (which primarily causes inflammation).
=== High-salt liquid-state fermented soy sauce === High-salt liquid-state fermentation (HLF) of soybeans depends heavily on microbial activity, metabolism and enzymatic hydrolysis of macronutrients. Most traditional approaches fall into the scope of HLF.
On 21 July 1954, the Geneva Accords were signed. They established the terms of a ceasefire, the division of Vietnam at the 17th parallel north, the regrouping of Pathet Lao forces in two provinces of Laos, and the disarmament of the United Issarak Front (UIF) in Cambodia. France also undertook under these agreements to respect the independence of the three Indochinese states and to withdraw its troops at their request. Việt Minh troops had several months to evacuate Laos and Cambodia. A free election was to be held in Vietnam in 1956 under international supervision, with a view to reunification.
==== Codon 72 variations ==== A common human polymorphism in TP53 involves a substitution of arginine for proline at codon 72 of exon 4. Numerous studies have explored the relationship between this variation and cancer susceptibility, yielding mixed results. For instance, a 2009 meta-analysis found no association between the codon 72 polymorphism and cervical cancer risk. Other studies have identified possible associations between the codon 72 polymorphism and various cancers. A 2011 study reported that the proline variant significantly increased pancreatic cancer risk in males. Another study found that proline homozygosity was associated with decreased breast cancer risk in Arab women. Additional research suggested that TP53 codon 72 polymorphisms, in combination with MDM2 SNP309 and A2164G, may affect susceptibility and age of onset for non-oropharyngeal cancers in women. A separate 2011 study linked the polymorphism to an increased risk of lung cancer in a Korean population. However, meta-analyses published in 2011 found no significant associations between the codon 72 variant and risks of either colorectal or endometrial cancer. A study of a Brazilian birth cohort found an association between the arginine variant and individuals without a family history of cancer. Meanwhile, another study reported that individuals with the homozygous Pro/Pro genotype had a significantly increased risk of renal cell carcinoma.
== See also == Entegris, formerly Fluoroware, of Chaska, MN, manufacturer of teflon components for health and semiconductor Fabs Euthenics, as the general category for policy interventions aiming to mitigate associated effects on human populations Fluoropolymer, subclass of per- and polyfluoroalkyl substances FSI International, now TEL FSI Persistent, bioaccumulative and toxic substances Polytetrafluoroethylene (PTFE) Timeline of events related to per- and polyfluoroalkyl substances
Sources: en.wikipedia.org
Validation establishes suitability for a new method, while verification confirms that a method works in a specific laboratory. Verification is often used when a validated method is adopted with existing equipment and staff. Both rely on documented acceptance criteria.
Quantification usually compares detector response to a standard curve made from reference standards. The curve may be external, internal, or based on standard addition depending on matrix effects. Results are reported with units and, when required, uncertainty.
Carryover occurs when analyte from a previous injection remains in the system and appears in a later chromatogram. It can come from the injector, column, or tubing. Blank injections and needle washes help detect and reduce it.
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.