precision is one of those subjects where the details matter more than the headlines. This page pulls together the background, the mechanisms, and the practical points readers ask about most.
Updated 2026-07-13. Numbers and descriptions here follow the published literature rather than marketing material.
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.
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.
| Property | Value | Notes |
|---|---|---|
| Separation principle | Differential partitioning | Analytes distribute between mobile and stationary phases. |
| Mobile phase | Liquid solvent mixture | Composition controls retention and selectivity. |
| Stationary phase | Packed column particles | Often chemically bonded silica. |
| Typical detector | UV-Vis or photodiode array | Mass spectrometry is also common. |
| Common synonym | High-performance liquid chromatography | Abbreviated as HPLC. |
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.
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.
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 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.
== Biography == Richardson was born on January 25, 1941, and grew up in Teaneck, New Jersey. Her father was an electrical engineer and her mother was an English teacher. Her parents encouraged an interest in science and she was a member of local astronomy clubs as early as elementary school. She attended Teaneck High School and in 1958 won third place in the Westinghouse Science Talent Search, the most prestigious science fair in the United States, with calculations of the satellite Sputnik's orbit from her own observations. She continued her education intending to study mathematics, astronomy and physics at Swarthmore College. However, Richardson instead graduated Phi Beta Kappa with a bachelor's degree in philosophy and a minor in physics in 1962 before she pursued graduate work in philosophy at Harvard University. Meanwhile, she was able to enroll in plant taxonomy and evolution courses at Harvard that would later contribute to her big-picture approach to studying protein structure. Since Harvard's philosophy focused on modern philosophy instead of Richardson's interest, classical philosophy, Richardson left with her master's degree from Harvard in 1966. Post-graduation, Richardson tried teaching high school, but soon realized that this career path was not for her. She subsequently rejoined the scientific world, working as a technician at Massachusetts Institute of Technology in the same laboratory as her husband, David Richardson, whom she met at Swarthmore College.
Since the rescue mRNA would not affect phenotypic changes due to the Morpholino's off-target gene expression modulation, this return to wild-type phenotype is further evidence of Morpholino specificity. In some cases, ectopic expression of the rescue RNA makes recovery of the wild-type phenotype impossible. In embryos, Morpholinos can be tested in null mutants to check for unexpected RNA interactions, then used in a wild-type embryo to reveal the acute knockdown phenotype. The knockdown phenotype is often more extreme than the mutant phenotype; in the mutant, effects of losing the null gene can be concealed by genetic compensation. Because of their completely unnatural backbones, Morpholinos are not recognized by cellular proteins. Nucleases do not degrade Morpholinos, nor are they degraded in serum or in cells. Up to 18% of Morpholinos appear to induce nontarget-related phenotypes including cell death in the central nervous system and somite tissues of zebrafish embryos. Most of these effects are due to activation of p53-mediated apoptosis and can be suppressed by co-injection of an anti-p53 Morpholino along with the experimental Morpholino. Moreover, the p53-mediated apoptotic effect of a Morpholino knockdown has been phenocopied using another antisense structural type, showing the p53-mediated apoptosis to be a consequence of the loss of the targeted protein and not a consequence of the knockdown oligo type.
== Plot summary == Anathem is set on the fictional planet of Arbre. Thousands of years before the events in the novel, the planet's intellectuals entered concents (monastic communities) to protect their activities from the collapse of society. The avout (intellectuals separated from Sæcular society) are banned from possessing or operating most advanced technology and are supervised by the Inquisition, which answers to the outside world. The avout are normally allowed to communicate with people outside the walls of the concent only once every year, decade, century, or millennium, depending on the particular vows they have taken. The narrator and protagonist, Fraa Erasmas, is an avout at the Concent of Saunt Edhar. His teacher, Fraa Orolo, discovers that an alien spacecraft is orbiting Arbre – a fact that the world government (Sæcular Power) attempts to cover up. Erasmas becomes aware of Orolo's discovery after Orolo is banished (in a rite called Anathem) from the concent for using a video camera (a forbidden technology) to observe the ship. The presence of the alien ship soon becomes an open secret among many of the avout at Saunt Edhar. The alien ship eventually declares its presence by shining a laser upon several Millenarian Maths (the bastions of those avout who have taken a thousand-year vow of isolation). Shortly after that, the Sæcular Power summons many avout from Saunt Edhar, including Erasmas and a Millenarian named Fraa Jad. The avout are told to travel to the concent of Saunt Tredegarh to attend a Convox (a joint conference of the avout and the Sæcular Power).
== Sources == Alhakim, Youssef (1983). Syria and the French Mandate (in Arabic). Beirut: Dar Al-Nahar. Bishour, Wadi' (1994). Syria: The Making of a State and the Birth of a Nation (in Arabic) (1st ed.). Damascus, Syria: Dar Al-Yaziji. Haddad, Ghassan Mohammed Rashad (2007). Shami Papers: Contemporary Syrian History 1946-1966 (in Arabic). Madbouly Library. ISBN 9789772086276. Archived from the original on 10 August 2020. Retrieved 9 February 2025. Torrey, Gordon (1964). Syrian Politics and the Military, 1945-1958. Ohio State University Press. Archived from the original on 10 August 2020.
Sources: en.wikipedia.org
Peyote was first described by Bernardino de Sahagún in 1560. It was first scientifically named as Peyotl zacatensis by Francisco Hernández in 1638. Botanical studies of peyote began in the 1840s and the drug was listed in the Mexican pharmacopeia. The first use of mescal buttons was published by John Raleigh Briggs in 1887. However, he took a very low dose of the drug, and in the modern literature, the symptoms he experienced have been attributed to a severe panic attack in response to the drug. In 1887, the German pharmacologist Louis Lewin received his first sample of the peyote cactus, found numerous new alkaloids and later published the first methodical analysis of it. The effects of mescaline in humans were first properly described by D. W. Prentiss and Francis P. Morgan in 1895. Mescaline was first isolated and identified in 1897 by the German chemist Arthur Heffter. He showed that mescaline was exclusively responsible for the psychoactive or hallucinogenic effects of peyote. However, other components of peyote, such as hordenine, pellotine, and anhalinine, are also active. Mescaline was first synthesized in 1919 by Ernst Späth. Three major books on mescaline and/or peyote were published in the mid-to-late 1920s.
== Viral resistance to interferons == Many viruses have evolved mechanisms to resist interferon activity. They circumvent the IFN response by blocking downstream signaling events that occur after the cytokine binds to its receptor, by preventing further IFN production, and by inhibiting the functions of proteins that are induced by IFN. Viruses that inhibit IFN signaling include Japanese Encephalitis Virus (JEV), dengue type 2 virus (DEN-2), and viruses of the herpesvirus family, such as human cytomegalovirus (HCMV) and Kaposi's sarcoma-associated herpesvirus (KSHV or HHV8). Viral proteins proven to affect IFN signaling include EBV nuclear antigen 1 (EBNA1) and EBV nuclear antigen 2 (EBNA-2) from Epstein-Barr virus, the large T antigen of Polyomavirus, the E7 protein of Human papillomavirus (HPV), and the B18R protein of vaccinia virus. Reducing IFN-α activity may prevent signaling via STAT1, STAT2, or IRF9 (as with JEV infection) or through the JAK-STAT pathway (as with DEN-2 infection). Several poxviruses encode soluble IFN receptor homologs—like the B18R protein of the vaccinia virus—that bind to and prevent IFN interacting with its cellular receptor, impeding communication between this cytokine and its target cells. Some viruses can encode proteins that bind to double-stranded RNA (dsRNA) to prevent the activity of RNA-dependent protein kinases; this is the mechanism reovirus adopts using its sigma 3 (σ3) protein, and vaccinia virus employs using the gene product of its E3L gene, p25.
=== Physiological === Caffeine in coffee and other caffeinated drinks can affect gastrointestinal motility and gastric acid secretion. In postmenopausal women, high caffeine consumption can accelerate bone loss. Caffeine, alongside other factors such as stress and fatigue, can also increase the pressure in various muscles, including the eyelids. Acute ingestion of caffeine in large doses (at least 250–300 mg, equivalent to the amount found in 2–3 cups of coffee or 5–8 cups of tea) results in a short-term stimulation of urine output in individuals who have been deprived of caffeine for a period of days or weeks. This increase is due to both a diuresis (increase in water excretion) and a natriuresis (increase in saline excretion); it is mediated via proximal tubular adenosine receptor blockade. The acute increase in urinary output may increase the risk of dehydration. However, chronic users of caffeine develop a tolerance to this effect and experience no increase in urinary output.
The sickness was aggravated by the intense heat and the appalling effluvium arising from the 90 Siberian sledge-dogs we had on deck. These dogs were procured from the Samoyedes in the North of Siberia and were the first dogs ever introduced in Antarctic exploration. On the return trip, the dogs were left on Native Island, New Zealand. Due to quarantine requirements, many of the dogs were killed but a few remained. Nine of the remaining dogs were bought by Ernest Shackleton. Robert Falcon Scott brought twenty Samoyeds with him during his 1902 journey. The dogs struggled under the conditions Scott placed them in, with four dogs pulling heavily loaded sleds through 45 cm (18 in) of snow with bleeding feet. Scott blamed their failure on rotten dried fish.
Biopolymers are natural polymers produced by the cells of living organisms. Like other polymers, biopolymers consist of monomeric units that are covalently bonded in chains to form larger molecules. There are three main classes of biopolymers, classified according to the monomers used and the structure of the biopolymer formed: polynucleotides, polypeptides, and polysaccharides. The polynucleotides, RNA and DNA, are long polymers of nucleotides. Polypeptides include proteins and shorter polymers of amino acids; some major examples include collagen, actin, and fibrin. Polysaccharides are linear or branched chains of sugar carbohydrates; examples include starch, cellulose, and alginate. Other examples of biopolymers include natural rubbers (polymers of isoprene), suberin and lignin (complex polyphenolic polymers), cutin and cutan (complex polymers of long-chain fatty acids), melanin, and polyhydroxyalkanoates (PHAs).
Sources: en.wikipedia.org
Early work on the study of the chemistry of rutherfordium focused on gas thermochromatography and measurement of relative deposition temperature adsorption curves. The initial work was carried out at Dubna in an attempt to reaffirm their discovery of the element. Recent work is more reliable regarding the identification of the parent rutherfordium radioisotopes. The isotope 261mRf has been used for these studies, though the long-lived 267Rf (produced in the decay chain of 291Lv, 287Fl, and 283Cn) may be advantageous for future experiments. The experiments relied on the expectation that rutherfordium would be a 6d element in group 4 and should therefore form a volatile molecular tetrachloride, that would be tetrahedral in shape. Rutherfordium(IV) chloride is more volatile than its lighter homologue hafnium(IV) chloride (HfCl4) because its bonds are more covalent. A series of experiments confirmed that rutherfordium behaves as a typical member of group 4, forming a tetravalent chloride (RfCl4) and bromide (RfBr4) as well as an oxychloride (RfOCl2). A decreased volatility was observed for RfCl4 when potassium chloride is provided as the solid phase instead of gas, highly indicative of the formation of nonvolatile K2RfCl6 mixed salt.
Like most other antipsychotics, ziprasidone is sedating due primarily to serotonin and dopamine blockade. It has also been identified as a potent vesicular monoamine transporter 2 (VMAT2) inhibitor (IC50Tooltip half-maximal inhibitory concentration = 15 nM).
After his retreat, Liu established the "Ning-Ya-Kang Administrative Committee" in order to govern the areas still under his control. The Nationalist government would also follow suit in December 1934, creating a provincial establishment committee. Liu Wenhui was appointed by Nanjing as chairman of this committee: simultaneously, Liu Xiang was also named as the governor of Sichuan. It was officially formed in Ya'an in July 1935, and moved to Kangding in September 1936. Xikang was a poor region, isolated and rugged, and a reorganization by the Nationalists in 1936 would strip Liu of his rule over Ya'an and Xichang, which were turned over to Sichuan. The remaining lands were in such an impoverished state, with a population of barely 300,000 and a tax revenue of about 500,000 yuan, that Liu began to have trouble even securing food for the 24th Army. A desperate Liu Wenhui dispatched a mission to Nanjing to ask for his old territories back and for the central government to subsidize his budget; although Wang Jingwei was sympathetic to this idea, Chiang refused to grant him a bailout. Liu Xiang, the old rival of Liu Wenhui, likewise refused to return the regions he had just acquired, which stalled the plans to create an independent Xikang province. Respite for Liu would come in the form of the full-scale Japanese invasion of China, which forced the central government to move to Sichuan. More importantly, Liu Xiang would die from illness in 1938, clearing Sichuanese opposition to the Xikang project.
To facilitate the work of the CDC, a Medical Laboratory Services Advisory Committee was appointed. Inhorn was the only State Laboratory Director to serve on the MLSAC Advisory Committee, perhaps because the WSLH had a strong history of proficiency testing in clinical laboratories in Wisconsin. Inhorn's assignment for CLIA-67 was to develop a protocol for PT programs to be used in the future. Many changes had been made to CLIA-67, but major weaknesses in the program still existed. It would take another two decades before new federal legislation, called CLIA-88, would address these shortcomings. Inhorn was appointed to the new CLIA-88 advisory board and served during the first two years of its existence. During the ensuing years, many more health laboratories opened in the U.S. and new technology introduced built-in controls, so that performance was validated without confirmation by laboratory workers.
Clicked peptide polymers are poly-triazole-poly-peptide hybrid polymers. They are made of repeating units of a 1,2,3-triazole and an oligopeptide. They can be visualized as an oligopeptide that is flanked at both the C-terminus and N-terminus by a triazole molecule.
Sources: en.wikipedia.org
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.
Pressure drives the liquid mobile phase through a column packed with small particles. Without pressure, flow would be very slow or stop because the packed bed resists liquid movement. Modern pumps maintain a steady flow despite the resistance.
A chromatogram is a plot of detector signal against time after sample injection. Each peak represents a compound or group of compounds eluting from the column. Retention time and peak area are the main measurements read from the plot.
It measures the amounts and identities of compounds in liquid samples by separation and detection. Depending on the detector and reference standards, results can be qualitative or quantitative. The technique is used in fields such as pharmaceutical analysis, food safety, and environmental monitoring.