A practical reference on precision: what it is, how it behaves, what the literature reports, and where the honest uncertainties sit.
Reviewed 2025-12-29. Anything still debated is marked as such rather than presented as settled.
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.
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.
| Property | Value | Notes |
|---|---|---|
| Validation parameter | Accuracy | Closeness to a reference value. |
| Validation parameter | Precision | Repeatability or intermediate precision. |
| Validation parameter | Linearity | Proportional response across a range. |
| System suitability check | Resolution | Separation between adjacent peaks. |
| Quality control tool | Control chart | Tracks results over time for trends. |
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.
HPLC testing is not a single fixed procedure; it is a family of separation modes. Reversed-phase, normal-phase, ion-exchange, size-exclusion, and affinity chromatography each suit different analyte properties. Reversed-phase methods dominate because they handle many neutral and moderately polar compounds. Detection can be optical, electrochemical, or mass spectrometric, and the detector dictates what information is available. Coupling with mass spectrometry increases selectivity and enables identification when standards are unavailable. The technique cannot separate every mixture without adjustment.
HPLC testing is an analytical technique used to separate, identify, and quantify components in a liquid sample. It relies on a pressurized mobile phase that carries the sample through a column packed with stationary phase. Different compounds travel at different rates because of interactions with the stationary and mobile phases. The resulting signal versus time is a chromatogram. Peak position indicates identity under specified conditions, while peak area or height relates to amount.
Laboratories apply HPLC testing across pharmaceutical, food, environmental, and industrial chemistry. The method can measure active ingredients, impurities, additives, preservatives, and degradation products. Sample preparation often includes dilution, filtration, and sometimes extraction or derivatization. The choice of column, mobile phase, pH, temperature, and detector depends on the analytes and matrix. Results are compared with reference standards to assign identity and concentration. Method suitability is judged by resolution, precision, and accuracy.
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.
Detection in HPLC testing commonly relies on ultraviolet-visible absorbance, fluorescence, refractive index, or mass spectrometry. UV detection is widely used because many organic compounds absorb light, but it requires a chromophore. Mass spectrometry provides mass-based identification and high sensitivity for trace analytes. Each detector has trade-offs in selectivity, cost, and compatibility with mobile phases. Quantification typically uses calibration curves prepared from reference standards. Results are reported as concentration, purity, or presence above a limit.
HPLC testing separates dissolved compounds by passing a liquid sample through a column packed with stationary phase. A pump delivers mobile phase at controlled flow, and the sample components interact differently with stationary and mobile phases. Compounds that spend more time in mobile phase elute earlier; those retained by stationary phase elute later. Detectors record elution as peaks, and peak area or height relates to amount. This mechanism underpins quantitative analysis of mixtures.
Anne Ephrussi studied biology at Harvard University in the Department of Biochemistry and Molecular Biology from where she graduated in 1979. She continued to do her PhD at the Massachusetts Institute of Technology (MIT) in the group of Susumu Tonegawa where she received her doctoral degree in 1985. Ephrussi performed postdoctoral research at Harvard University in the lab of Thomas Maniatis from 1986 to 1989 and at the Whitehead Institute for Biomedical Research with Ruth Lehmann from 1989 to 1992. Since 1992, Anne Ephrussi has been a group leader at the European Molecular Biology Laboratory (EMBL). She became the head of EMBL International Centre for Advanced Training in 2005. She served as Associate Dean (1999 - 2005) and Dean (2005 - 2008) of Graduate Studies of the EMBL International PhD program and as head of the developmental biology unit (2007-2021). She is part of numerous international Scientific Advisory Boards and Panels, organizes international conferences and scientific meetings and evaluates research grant and fellowship applications for a variety of renowned funding bodies.
Binding of a ligand to a binding site on protein often triggers a change in conformation in the protein and results in altered cellular function. Hence binding site on protein are critical parts of signal transduction pathways. Types of ligands include neurotransmitters, toxins, neuropeptides, and steroid hormones. Binding sites incur functional changes in a number of contexts, including enzyme catalysis, molecular pathway signaling, homeostatic regulation, and physiological function. Electric charge, steric shape and geometry of the site selectively allow for highly specific ligands to bind, activating a particular cascade of cellular interactions the protein is responsible for.
Because their backbones are longer than those of normal peptides, β-peptides form disparate secondary structures. The alkyl substituents at both the α and β positions in a β-amino acid favor a gauche conformation about the bond between the α-carbon and β-carbon. This also affects the thermodynamic stability of the structure. Many types of helix structures consisting of β-peptides have been reported. These conformation types are distinguished by the number of atoms in the hydrogen-bonded ring that is formed in solution; 8-helix, 10-helix, 12-helix, 14-helix, and 10/12-helix have been reported. Generally speaking, β-peptides form a more stable helix than α-peptides. β-Peptides are stable against proteolytic degradation in vitro and in vivo, a potential advantage over natural peptides. β-Peptides have been used to mimic natural peptide-based antibiotics such as magainins, which are highly potent but difficult to use as drugs because they are degraded by proteolytic enzymes.
MIPOL1 (Mirror Image Polydactyly 1), also known as CCDC193 (Coiled-coil domain containing 193), is a protein that in humans is encoded by the MIPOL1 gene. Mutation of this gene is associated with mirror-image polydactyly (also known as Laurin-Sandrow syndrome.) in humans, which is a rare genetic condition characterized by mirror-image duplication of digits. MIPOL1 is also known as CCDC193 (Coiled-coil domain containing 193). The MIPOL1 gene is located at 14q13.3-q21.1 on the plus strand, spanning base pairs 37,197,888 to 37,579,207 (in the human GRCh38 primary assembly, length: 381,320 base pairs), consisting of 15 exons and 11 introns. Some notable genes in its neighborhood include SLC25A21 (mutation of this gene causes synpolydactyly) and FOXA1. MIPOL1 has at least 15 known splice isoforms produced by alternative splicing. The unmodified MIPOL1 protein isoform 1 in humans has an isoelectric point of 5.6 and molecular weight 51.5 kDa. Relative to other human proteins, MIPOL1 consists of unusually low amounts of Proline and Glycine and higher amounts of Glutamic acid and Glutamine.
Active hexose correlated compound (AHCC) is an alpha-glucan rich nutritional supplement produced from shiitake (Lentinula edodes). The product is a subject of research as a potential anti-cancer agent. AHCC is a popular alternative medicine in Japan. AHCC is a registered trademark of and manufactured by Amino Up Co., Ltd. in Sapporo City, Hokkaido, Japan. AHCC was developed by Amino Up Co., LTD. and Toshihiko Okamoto (School of Pharmaceutical Sciences, University of Tokyo) in 1989. Polysaccharides form a large part of the composition of AHCC. These include beta-glucan (β-glucan) and partially acylated α-glucan. Partially acylated α-glucan, produced by the patented long term culturing process, is unique to AHCC. Approximately 20% of the make up of AHCC is α-glucans. Glucans are saccharides, of which some are known to have immune stimulating effects.
Sources: en.wikipedia.org
6-Hydroxymelatonin (6-OHM) is a naturally occurring, endogenous, major active metabolite of melatonin. 6-Hydroxymelatonin is produced as a result of the enzymatic conversion of melatonin through hydroxylation. Similar to melatonin, 6-OHM is a full agonist of the MT1 and MT2 receptors. It is also an antioxidant and neuroprotective, and is even more potent in this regard relative to melatonin. The determination of 6-OHM in human urine has been used to track the metabolism and excretion of melatonin using LC-MS/MS, providing quantifiable insights into circadian rhythm regulation and its oxidative role as a biomarker. 6-OHM is one of four of the primary metabolic products of melatonin in the liver and is also a byproduct of its breakdown due to exposure to light. It is known to be very effective in protecting cells from oxidative damage caused by ultraviolet (UV) radiation. Based on comparisons with other melatonin-related compounds, it is suggested that the protective effects of 6-OHM in mitigating oxidative stress are primarily attributed to their ability to scavenge free radicals.
Nanoscience and nanotechnology have been emerging as a technology for the development of various hybrid and composite materials for biomedical applications. When nanomaterials are used for the development of the composites in biology, they are called bionanocomposites. Bionanocomposites have been used in tissue engineering to replace, support, or regenerate the cells, organs, or parts of human entity such that it can function as normal. Amylopectin-based bionanocomposites are another important class of bionanomaterials, which are biodegradable, with higher mechanical properties, optical transparency, thermal stability, and barrier properties than thermoplastic starch. In conjunction with other nanomaterials like cellulose nanocrystals, nano-ZnO, nanoclay, biodegradable synthetic polymers, starch is one of the most popular materials for the preparation of bionanocomposites for various biomedical applications such as controlled drug release, scaffold for tissue engineering, and cement for bone regeneration. Amylopectin is usually combined with a synthetic polymer with higher elastic modulus and yield strength. This allows for starch to withstand the higher fluid flow and mechanical forces prevalent in bone, cardiac, and endothelial tissue.
Closer Roberto Osuna converted his 25th consecutive save on May 24, breaking a club record. The streak had started the previous August 18, surpassing Brad Lidge (24 consecutive from June 21–September 28, 2005). Osuna's feat remained the franchise longest until Josh Hader converted 29 consecutive from April 7 to August 29, 2024. On May 28, A. J. Hinch obtained his 500th win as manager, as the Astros toppled the Chicago Cubs, 9–6. Chicago blasted five home runs, but Houston answered with five doubles—two by Jake Marisnick (8)—and two home runs by Alex Bregman (17). Bregman collected three RBI, and Michael Brantley had two hits and two RBI as Houston scored four times in the bottom of the fourth. Josh James (2–0) picked up the victory in relief while surrendering three runs over 2+1⁄3 frames. With injuries stacking up, on May 29 shortstop Carlos Correa sustained a bruised rib during a massage session. He was forced to join fellow All-Stars Springer and Jose Altuve on the injured list (IL) and expected to miss four to six weeks.
Dietary supplement companies aggressively promote NMN products claiming these benefits. NMN is a precursor to NAD+ biosynthesis, and dietary NMN supplementation has been shown to increase NAD+ concentrations and thus has the potential to mitigate aging-related disorders such as oxidative stress, DNA damage, neurodegeneration, and inflammatory responses. The potential benefits and risks of NMN supplementation as of 2023 are currently under study. Life extension Anti-aging movement
Adenylyl-sulfate reductase (glutathione) (EC 1.8.4.9) is an enzyme that catalyzes the chemical reaction AMP + sulfite + glutathione disulfide ⇌ {\displaystyle \rightleftharpoons } adenylyl sulfate + 2 glutathione The 3 substrates of this enzyme are adenosine monophosphate, sulfite, and glutathione disulfide, whereas its two products are adenylyl sulfate and glutathione. This enzyme belongs to the family of oxidoreductases, specifically those acting on a sulfur group of donors with a disulfide as acceptor. The systematic name of this enzyme class is AMP,sulfite:glutathione-disulfide oxidoreductase (adenosine-5'-phosphosulfate-forming). Other names in common use include 5'-adenylylsulfate reductase (also used for, internal_xref(ec_num(1,8,99,2))), AMP,sulfite:oxidized-glutathione oxidoreductase, (adenosine-5'-phosphosulfate-forming), and plant-type 5'-adenylylsulfate reductase. In plants, APS is reduced by the plastidic enzyme APS reductase (APR; EC 1.8.4.9) in the presence of physiological concentrations of reduced glutathione (GSH), which acts as an electron donor.
Sources: en.wikipedia.org
The cytochrome b5 reductase enzyme contains a typical oxidoreductase structure with a diaphorase binding domain complex for NADH and a FAD-binding domain. A three-stranded linker domain is present, as well as water-mediated hydrogen bonds, in order to biochemically connect the complex. Once cytochrome b5 reductase catalyzes electron transfer, the resulting reduced form of cytochrome b5 reduces the oxidized ferric ion of hemoglobin from Fe 3+ to Fe 2+. Mechanism: NADH + H+ + 2 ferricytochrome b5 -> NAD+ + 2 ferrocytochrome b5
In 2007, Waters served as co-chair for the International Symposium on Dynamic Combinatorial Chemistry (November). The year after that, she was an advisory board member of International Symposia on Macrocyclic and Supramolecular Chemistry (ISMSC). In 2009, she was a guest editor for the December issue of Current Opinion in Chemical Biology. From 2009 to 2015, she was an advisory board member of International Symposia on Macrocyclic and Supramolecular Chemistry (ISMSC). In 2011, Waters was a co-organizer of the Mesilla Chemistry Workshop on "Aromatic Interactions in Chemistry and Biology"(with Ken Houk, UCLA Dept of Chemistry). In 2012, Waters was a section editor for "Supramolecular Chemistry: From Molecules to Nanomaterials" (John Wiley and Sons). In 2013, she was the co-chair, of American Peptide Society Meeting (with David Lawrence, UNC Dept of Chemistry) and a guest editor for Accounts of Chemical Research for the "Aromatic Interactions in Chemistry and Biology" article in the April issue. From 2014 to 2020, Waters was an editorial advisory board member of the Journal of the American Chemical Society.
Adrenocortical hormones are considered steroid hormones because of the shared characteristic of a cholesterol backbone. The structures of different steroids differ by the types and locations of additional atoms on a cholesterol backbone. The cholesterol backbone consists of four hydrocarbon rings, three cyclohexane rings and one cyclopentane, that contribute to its insolubility in aqueous environments. However, the hydrophobic nature allows them to readily diffuse through the plasma membrane of cells. This is important to the function of steroid hormones as they rely on cellular response pathways to restore the homeostatic imbalance that initiated the hormone release.
Antibody diversity is produced by genetic rearrangement after shuffling and rejoining one of each of the various gene segments for the heavy and light chains. Due to mixing and random recombination of the gene segments errors can occur at the sites where gene segments join with each other. These errors are one of the sources of the antibody diversity that is commonly observed in both the light and heavy chains. Moreover, when B cells continue to proliferate, mutations accumulate at the variable regions through a process called somatic hypermutation. The high concentrations of these mutations at the variable region also produce high antibody diversity.
In the UK, a House of Commons Select Committee on Environment, Food and Rural Affairs report on the horse meat incident was not critical of UK or Irish producers. It expressed concern that horsemeat contamination resulted from fraud and other criminal activity across the EU. Chair of the Committee, Anne McIntosh MP, said: "The evidence suggests a complex network of companies trading in and mislabelling beef or beef products which is fraudulent and illegal." The second major UK report on the horse meat incident was conducted by Professor Chris Elliott, the Director of the Institute for Global Food Security at Queen's University Belfast. In his independent report, he argues that food crime was at the heart of the horsemeat incident and makes a range of suggestions for how this could be tackled. "Industry, government and enforcement agencies should, as a precautionary principle, always put the needs of consumers above all other considerations, and this means giving food safety and food crime prevention—i.e. the deterrence of dishonest behaviour—absolute priority over other objectives."
Sources: en.wikipedia.org
Method validation is the documented process of showing that an HPLC procedure produces reliable results for a defined purpose. It examines parameters such as accuracy, precision, specificity, linearity, and robustness. Regulators and quality systems often require validation before routine use.
System suitability is a set of checks run on the chromatographic system before sample analysis. It confirms that resolution, peak shape, retention time, and response meet predefined limits. Failure can invalidate the run and trigger corrective action.
Blank injections reveal peaks or baseline disturbances that come from solvents, reagents, or the instrument rather than the sample. They help distinguish contamination from actual analyte signals. Comparing blanks with sample runs supports accurate interpretation.
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.