precision comes up often in conversation and rarely with the context attached. Here we lay out the basics in order, then work through the practical considerations.
Last reviewed on 2026-05-15. Where a claim depends on a specific study, the study is described rather than over-claimed.
Reversed-phase chromatography dominates modern HPLC testing, using a nonpolar stationary phase such as chemically bonded octadecyl groups and a polar mobile phase of water mixed with organic solvent. Analytes partition between the mobile and stationary phases according to hydrophobicity. Gradient elution changes the mobile phase composition over time to separate compounds with a wide range of retention. Isocratic elution keeps the composition constant and is simpler for routine assays. Column temperature, pH, and flow rate influence selectivity, peak shape, and retention time, so these parameters are controlled during a validated method.
Detection in HPLC testing commonly relies on ultraviolet-visible absorbance, fluorescence, refractive index, or mass spectrometry. A diode array detector records full spectra across a wavelength range, which helps identify co-eluting peaks. Mass spectrometry provides mass-to-charge ratios and can confirm molecular identity at low concentrations. The choice of detector depends on analyte structure, required sensitivity, and whether quantitation or identification is the goal. No single detector works for every compound, and method development often compares responses before selecting one.
High-performance liquid chromatography is an analytical technique that separates components of a liquid sample by passing it 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 interaction with the stationary phase cause analytes to migrate at different rates. Detectors record elution as peaks, and a data system converts signals into a chromatogram. The method is suited to compounds that dissolve in a liquid and are not volatile enough for gas chromatography.
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.
| Property | Value | Notes |
|---|---|---|
| Separation mode | Reversed-phase | Most common for neutral and moderately polar analytes |
| Column particle size | 3–5 µm | Smaller particles improve resolution but raise backpressure |
| Mobile phase pH range | 2–8 | Silica-based columns may degrade outside this range |
| Typical flow rate | 1.0–2.0 mL/min | For analytical columns with 4.6 mm internal diameter |
| Common synonyms | HPLC, LC, high-pressure liquid chromatography | High-performance liquid chromatography is the standard expansion |
Routine quality control monitors retention time shifts, baseline noise, system pressure, and peak shape. Trends can reveal column aging, mobile phase preparation errors, detector drift, or sample degradation. Corrective actions may include replacing the column, preparing fresh mobile phase, or recalibrating the detector. Stability testing often uses HPLC to measure parent compound loss and degradation product formation. Open questions remain about how accelerated stability results extrapolate to long-term storage under varied conditions.
Quality control for HPLC testing combines scheduled checks, documented procedures, and review of results. Before sample analysis, system suitability testing confirms that the instrument, column, and method meet predefined criteria. Common criteria include resolution between critical peaks, retention time precision, peak tailing, and theoretical plate count. Failure triggers investigation before results are reported. Records link raw data, calculations, instrument logs, and analyst identity to each batch, supporting audits and repeat analysis.
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.
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.
Routine quality control includes blanks, duplicates, spiked samples, and certified reference materials. Calibration curves are prepared with standards at several concentrations, and the detector response is checked for linearity. Carryover, column aging, mobile phase evaporation, and temperature drift can shift retention times or peak areas. Maintenance such as replacing seals, filters, and columns helps prevent failures. Records of injections, integration, and deviations support traceability. Audits may request raw data and instrument logs for each batch.
Developing an HPLC test begins with defining the analytes, matrix, and required reporting limits. Chemists select a separation mode, column chemistry, mobile phase composition, flow rate, and detection wavelength or mass transition. Experiments then adjust these variables to achieve adequate retention, resolution, and peak shape. System suitability tests confirm that the instrument and method perform consistently before sample analysis. Without suitable resolution, quantitative results may be unreliable. Preliminary runs often use scouting gradients to locate retention windows.
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.
=== Addition of translation-independent amino acids === Presence of a ribosome quality control protein Rqc2 is associated with mRNA-independent protein elongation. This elongation is a result of ribosomal addition (via tRNAs brought by Rqc2) of CAT tails: ribosomes extend the C-terminus of a stalled protein with random, translation-independent sequences of alanines and threonines.
The African continent was bled of its human resources via all possible routes. Across the Sahara, through the Red Sea, from the Indian Ocean ports and across the Atlantic. At least ten centuries of slavery for the benefit of the Muslim countries (from the ninth to the nineteenth).... Four million enslaved people exported via the Red Sea, another four million through the Swahili ports of the Indian Ocean, perhaps as many as nine million along the trans-Saharan caravan route, and eleven to twenty million (depending on the author) across the Atlantic Ocean. The trans-Atlantic slave trade peaked in the late 18th century, when the largest number of slaves were captured on raiding expeditions into the interior of West Africa. These expeditions were typically carried out by African kingdoms, such as the Oyo Empire (Yoruba), the Ashanti Empire, the kingdom of Dahomey, and the Aro Confederacy. It is estimated that about 15 percent of slaves died during the voyage, with mortality rates considerably higher in Africa itself in the process of capturing and transporting indigenous peoples to the ships. Mauritania was the last country in the world to officially ban slavery, in 1981, with legal prosecution of slaveholders established in 2007.
== Distribution and habitat == Black pepper is native either to Southeast Asia or South Asia, perhaps including the Malabar Coast of India where the Malabar pepper is extensively cultivated. Wild pepper grows in the Western Ghats region of India. Into the 19th century, the forests contained expansive wild pepper vines, as recorded by Scottish botanist Francis Buchanan. Deforestation resulted in wild pepper growing in more limited forest patches from Goa to Kerala, with the wild source gradually decreasing as the quality and yield of the cultivated variety improved. (No successful grafting of commercial pepper on wild pepper has been achieved to date.) Pepper grows in soil that is neither too dry nor susceptible to flooding, moist, well-drained, and rich in organic matter. The vines grow best under 900 m (3,000 ft) above sea level.
The molar mass M(X) of atoms of an element X is given by the relative atomic mass Ar(X) of the element multiplied by the molar mass constant, Mu, which (for all practical purposes) is equal to 1 g/mol: M(X) = Ar(X) ⋅ Mu. For normal samples from Earth with typical isotope composition, the atomic weight can be approximated by the standard atomic weight or the conventional atomic weight.
== Career == In December 1986, Cameron joined the Department of Chemical Engineering at the University of Wisconsin—Madison, as an assistant professor and advanced to full professor. The focus of his research was metabolic engineering (a field now more commonly known as synthetic biology) and industrial microbiology. One of his first projects was the engineering of the microbial pathway for 1,3-propanediol in Escherichia coli. This work was an early step in a process that was eventually commercialized by DuPont and Tate & Lyle. He is also the inventor of a process for the microbial production of 3-hydroxypropionic acid, which provides a bio-based route to industrial chemicals such as acrylic acid. In 1996 he did a sabbatical at the ETH Zurich (Switzerland) in the laboratory of James (Jay) E. Bailey. In 1998 he took a leave of absence to start the Biotechnology Development Center (BioTDC) at Cargill, Inc. in Minneapolis. In 2000 he officially left the University of Wisconsin. Cameron was at Cargill, Inc. from 1998 to 2006, where he was Director of Biotechnology and chief scientist. While at Cargill he worked closely with NatureWorks on the development of a low-pH process for lactic acid as a feedstock for polylactic acid. He and his team also worked with Cargill Ventures on deal-sourcing and due-diligence. In June 2006, Cameron moved from Cargill to join the newly formed Silicon Valley venture capital firm, Khosla Ventures, as chief scientific officer. In 2008, Cameron returned to the Midwest to help Piper Jaffray build and grow its clean tech investment business.
Sources: en.wikipedia.org
For dinosterol derivatives, analysis is typically carried out by capillary gas chromatography and capillary gas chromatography-mass spectrometry. The mass spectrum of dinosterol as the TMS-ether shows characteristic ions at m/z 500 (M+), 429, 388, 359, 339 and 271. The base peak at m/z 69 is diagnostic for the A:2-unsaturated 23,24-dimethyl sidechain. Other purification techniques for dinosterol include various combinations of thin layer (TLC) and column chromatography with a variety of phases, AgNO3 impregnated Silica gel chromatography, normal phase-high performance liquid chromatography (NP-HPLC), and reversed phase-high performance liquid chromatography (RP-HPL).An alternative method has been proposed for purifying dinosterol from complex mixtures of sedimentary lipids for the purpose of hydrogen isotope analysis via gas chromatography-isotope ratio mass spectrometry (GC-IRMS). Reversed phase-high performance liquid chromatography (RP-HPLC) is used to separate dinosterol from structurally similar 4α-methyl sterols that co-elute on GC analysis, which allows for baseline resolution of dinosterol. For samples that contain a variety of 4a-methyl sterols, RP-HPLC purification can be preceded by NP-HPLC purification.
For services to Education. Donna Jones. Team Leader, Ministry of Defence. For services to Defence. Janet Elizabeth Kay. Kinship Carer, Kinship. For services to Children and Families. Professor Simon Edward Kenny. National Clinical Director for Children and Young People, NHS England and Consultant Paediatric Surgeon, Alder Hey Children's Hospital. For services to Paediatric Surgery. Professor Bienvenido Arturo Langa Ferreira. Consultant Psychiatrist, NHS Lanarkshire. For services to Vulnerable People in Scotland. Nicholas David Leader. Lately Governor, HM Prison Berwyn. For Public Service. Kathryn Maria Leahy. Director of Operations, Heathrow Airport. For services to Aviation Transport and to Major Events. Cathryn Lee. Chief Executive, Alzheimer's Society. For services to Charity. Janet Legrand, KC. Lately Chair of Trustees, The Children's Society. For services to Young People. Carl Anthony Les. Leader, North Yorkshire Council. For services to Local Government. Philip John Loach, QFSM. Lately Chief Fire Officer, West Midlands Fire and Rescue Service. For services to Fire and Rescue. Dr. William Patrick James Lockhart. Deputy Director, International Biodiversity and Wildlife, Department for Environment, Food and Rural Affairs. For services to the Environment. Antony Craig Lockley. Director of Strategy and Assistant Chief Executive, Blackpool Council. For services to Local Government. Professor Mark Logan, FRSE. Chief Entrepreneurial Adviser to the Scottish Government. For services to the Economy. Sally-Ann Loudon.
Few labs are subject to complaints. For 2024, CLIA budgeted for approximately 209 onsite complaint surveys, representing ~0.06% of the 320,000 CLIA labs. The low volume of lab complaints may be related to complainants' concerns about anonymity and fear of retaliation for filing a complaint. It may be easy for a lab to determine the source of a complaint filed by a lab worker. For example, in some cases, either the nature of the complaint or the piece of testing equipment in question could narrow the list of possible complainants. Because of the difficulty of protecting the anonymity of lab workers who file complaints, whistle-blower protections for such individuals are particularly important. Following congressional testimony by a Maryland hospital lab worker that she and her colleagues feared losing their jobs because of the complaints, a whistleblower protection bill, the "Clinical Laboratory Compliance Improvement Act of 2005", was introduced, but died in committee. CLIA and federal law provide no specific whistleblower protection to laboratory employees who report CLIA violations. However, CLIA complaints made under the False Claims Act (FCA) may be afforded whistleblower protections. The FCA, which prohibits fraud against government programs, including Medicare and Medicaid, may cover CLIA violations that give rise to FCA violations, such as laboratory deficiencies that render billed services medically worthless. Whether CLIA compliance is a condition of Medicare payment is a contested issue.
== Research and career == In the 1980s, Mojsov moved to the Massachusetts General Hospital (MGH) where she was made head of a peptide synthesis facility. She arrived at MGH shortly after Joel Habener had cloned proglucagon by studying anglerfish found in Boston Harbor. Mojsov worked on the identification of glucagon-like peptide-1 (GLP-1), a hormone generated by the gut that triggers the release of insulin. The amino acid sequence of GLP-1 was similar to a gastric inhibitory peptide, an incretin. To try to identify whether a specific fragment of GLP-1 was an incretin, Mojsov synthesized an incretin-antibody and developed ways to track its presence. Specifically, Mojsov identified that a stretch of 31 amino acids in the GLP-1 was an incretin. Together with Gordon Weir at the Joslin Diabetes Center in Boston and Habener, Mojsov showed that physiologic concentration of 5 × 10−11 of lab-synthesized GLP-1 could trigger insulin. All other reports at that time were for much higher concentrations thus not meeting Cretuzfeld's requirement that an incretin "must stimulate insulin secretion in a glucose-dependent manner at physiological levels". In the 1990s, Mojsov returned to New York City, where she went back to Rockefeller University and the laboratory of Ralph M. Steinman (2011 Nobel Prize in Physiology or Medicine). In 1992, the group at Massachusetts General Hospital (MGH) using GLP-1 synthesized by Mojsov tested the GLP-1 in humans. Drugs that emulate the action of GLP-1 have been developed into treatments for obesity and diabetes by Novo Nordisk and Eli Lilly.
Conversely, venlafaxine robustly inhibited the SERT but only inhibited the NET at high doses. Atomoxetine has been found to act as an NMDA receptor antagonist in rat cortical neurons at therapeutic concentrations (IC50Tooltip half-maximal inhibitory concentration = ~3,000 nM). It causes a use-dependent open-channel block and its binding site overlaps with the Mg2+ binding site. Atomoxetine's ability to increase prefrontal cortex firing rate in anesthetized rats could not be blocked by D1 or α1-adrenergic receptor antagonists, but could be potentiated by NMDA or an α2-adrenergic receptor antagonist, suggesting a glutaminergic mechanism. In Sprague Dawley rats, atomoxetine reduces NR2B protein content without altering transcript levels. Aberrant glutamate and NMDA receptor function have been implicated in the etiology of ADHD. Atomoxetine also reversibly inhibits G protein-coupled inwardly rectifying potassium channel (GIRK) currents in Xenopus oocytes in a concentration-dependent, voltage-independent, and time-independent manner. Kir3.1/3.2 ion channels are opened downstream of M2, α2, D2, and A1 stimulation, as well as other Gi-coupled receptors. Therapeutic concentrations of atomoxetine are within range of interacting with GIRKs, especially in CYP2D6 poor metabolizers. It is not known whether this contributes to the therapeutic effects of atomoxetine in ADHD. It has been found to inhibit voltage-gated sodium channels.
Sources: en.wikipedia.org
== Applications == ECM biomaterials are used to promote healing in a number of tissues, especially the skin and tendons. Surgimend, a collagen matrix derived from fetal bovine dermis, can trigger the healing of tendons (which do not heal spontaneously) in the ankle. This intervention can shorten healing time by almost half and allows the patient to return to full activity much sooner. Open wounds, like tendons, do not spontaneously heal and can persist for long stretches of time. When ECM biomaterials are added in multiple layers to the ulcer, the wound begins to close quickly and generates host tissue. Although preliminary studies seem promising, little information is available on the success of and direct comparisons between different ECM biomaterial devices in human trials. Alloderm, an acellular dermis derived from the skin of donated cadavers, is used in reconstructive and dental surgeries. In gingival grafts, the acellular dermis is an alternative to tissue cut from the palate of the patient's mouth. It has also been used for abdominal hernia repair, and to rebuild resected turbinates in the treatment of empty nose syndrome. Alloderm and other acellular dermal matrices are used routinely in implant based breast reconstruction after mastectomy for improved soft tissue coverage and thus decrease the risk of visible rippling, capsular contraction, implant malposition, bottoming out and implant exposure.
In a letter to Crick on 11 December 1954, discussing how RNA could be produced from DNA since they contain fundamentally similar nucleotide compositions, he wrote: "I suspect the answer is staring us in the face." To solve the riddle of protein synthesis, Gamow (as the Synthesiser) created an informal team of scientists which he called the RNA Tide Club in 1954. As his prediction to denote 20 amino acids, the club could have only 20 members, with the designated officers: Crick (as the Pessimist), Rich (the Lord Privy Seal) and Watson (the Optimist) among them. It was meant partly to be humorous.
363 people were arrested by the end of the day, primarily for what the police called "minor crimes", but Trevor Manuel of the UDF warned that the house searches were pointless: "the authorities are looking for something they cannot find under beds or wardrobes. The anger of the people over rentals and lack of participation in government does not hide in those places".
minisatellite A region of repetitive, non-coding genomic DNA in which certain DNA motifs (typically 10–60 bases in length) are tandemly repeated (typically 5–50 times). In the human genome, minisatellites occur at more than 1,000 loci, especially in centromeres and telomeres, and exhibit high mutation rates and high variability between individuals. Like the shorter microsatellites, they are classified as variable number tandem repeats (VNTRs) and are a type of satellite DNA.
Sources: en.wikipedia.org
HPLC testing separates and quantifies components in a liquid sample. It is used to check identity, purity, concentration, or stability. The technique works best for compounds that dissolve and are not easily vaporized.
The pump maintains a steady flow rate and pressure, which keeps retention times reproducible. Pulsation or flow errors can shift peaks and distort quantitation. Modern pumps use feedback control to reduce these variations.
HPLC alone usually separates compounds but does not always identify them. Retention time matching with a known standard provides tentative identification. Coupling HPLC to mass spectrometry adds mass information that supports structural identification.
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.