If you have been reading about data integrity and want a single page that covers the useful parts, this is it: definitions, context, how it is studied, and the questions that come up repeatedly.
Updated 2025-10-21. Numbers and descriptions here follow the published literature rather than marketing material.
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.
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.
Practical HPLC testing depends on careful sample preparation and instrument maintenance. Samples may require filtration, dilution, pH adjustment, or extraction to avoid column damage and matrix interference. Mobile phases are degassed and filtered, and columns are equilibrated before injection. Common problems include peak tailing, baseline drift, ghost peaks, carryover, and co-elution of analytes. Documentation of instrument logs, calibration records, and electronic audit trails supports data integrity and traceability. Ongoing training and routine maintenance help reduce variability between analysts and laboratories.
Quality control laboratories use HPLC to check identity, purity, concentration, and stability of raw materials and finished products. A validated method specifies the column, mobile phase, flow rate, detection wavelength, injection volume, and run time. Samples are prepared and compared against reference standards of known concentration. The resulting chromatogram provides quantitative data, such as assay values and impurity levels. This approach is common in pharmaceutical, food, environmental, and industrial testing where consistent measurements are required.
| Property | Value | Notes |
|---|---|---|
| Separation mode | Reversed-phase | Common for polar and moderately polar analytes |
| Typical column length | 100-250 mm | Shorter columns can reduce run time |
| Particle size | 3-5 micrometers | Smaller particles improve efficiency but raise pressure |
| Flow rate | 0.5-2.0 mL/min | Depends on column dimensions and pressure limits |
| Detection | UV-Vis absorbance | Widely used for compounds with chromophores |
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.
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.
Regulatory and pharmacopeial texts shape how HPLC testing is performed and documented. The International Council for Harmonisation provides validation guidance, while pharmacopeias publish general chromatography chapters and monographs for specific materials. Accreditation standards such as ISO/IEC 17025 address laboratory competence and traceability. Inspectors may review instrument qualification, analyst training, reference material control, and electronic records. Open questions include how best to validate methods for new complex products and how to handle automated data processing. Laboratories generally resolve these issues through risk assessment, method lifecycle management, and documented scientific justification.
In quality control laboratories, HPLC testing supports batch release, raw material checks, stability studies, and impurity profiling. A validated method defines sample preparation, instrument settings, calibration, and acceptance criteria. Analysts compare results with specifications and investigate out-of-specification outcomes before a batch is approved. Documentation includes chromatograms, integration records, audit trails, and reagent details. Because results influence product decisions, laboratories follow formal quality systems and data integrity rules. The exact tests and limits depend on the material, its intended use, and the applicable regulatory framework.
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.
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.
European Commission Regulation (EC) No 2073/2005 of November 15, 2005 European Committee for Standardization (CEN): Standard method for the detection of norovirus and hepatitis A virus in food products (shellfish, fruits and vegetables, surfaces and bottled water) CODEX Committee on Food Hygiene (CCFH): Guideline for the application of general principles of food hygiene for the control of viruses in food
In Japan, a common lunch in the summer months is hiyayakko (冷奴), silken or firm East Asian tofu served with freshly grated ginger, green onions, or katsuobushi shavings with soy sauce. In the winter, tofu is frequently eaten as yudofu, which is simmered in a clay pot in kombu dashi, with vegetables such as Chinese cabbage or green onion. Deep fried tofu is called atsuage (厚揚げ) or namaage (生揚げ) in Japan. The thinner variety called aburaage (油揚げ), develops a tofu pouch often used for inarizushi. In Japan, cubes of lightly coated and fried tofu topped with a kombu dashi-based sauce are called agedashi dōfu (揚げ出し豆腐). Soft tofu that has been thinly sliced and deep fried, known as aburage in Japan, is commonly blanched, seasoned with soy sauce and mirin and served in dishes such as kitsune udon. In Gifu Prefecture, there is a local specialty called komo-dofu, which consists of tofu that has been wrapped in a komo, or mat of woven straw, which leaves its imprint on the exterior. The wrapped tofu is then boiled in soup stock. Voids within the tofu develop during the boiling process, allowing the soup stock flavor to penetrate and giving it a distinctive porous appearance. Japanese miso soup is frequently made with tofu.
The paper used for fuel filters is a crêped paper with controlled porosity, which is pleated and wound to cartridges. The raw material for filter paper used in fuel filters are made of a mixture of hardwood and softwood fibres. The basis weight of the paper is 50–80 g/m2.
In the African-American slave community, slaves quickly adopted funeral procedures and the location of gravesites of family and friends. Specific slaves were assigned to prepare dead bodies, build coffins, dig graves, and construct headstones. Slave funerals were typically at night when the workday was over, with the master present to view all the ceremonial procedures. Slaves from nearby plantations were regularly in attendance. At death, a slave's body was wrapped in cloth. The hands were placed across the chest, and a metal plate was placed on top of their hands. The reasoning for the plate was to hinder their return home by suppressing any spirits in the coffin. Often, personal property was buried with slaves to appease spirits. The coffins were nailed shut once the body was inside, and carried by hand or wagon, depending on the property designated for the slave burial site. Slaves were buried oriented east to west, with feet at the eastern end and head at the western end and the person thus rising facing east. According to Christian doctrine, this orientation permitted rising to face the return of Christ without having to turn around upon the call of Gabriel's trumpet. Gabriel's trumpet would be blown near the eastern sunrise.
== Derivation and validation == METS-IR was generated using linear regression against the M value adjusted by lean body mass obtained from the glucose clamp technique in Mexican subjects with and without type 2 diabetes mellitus. It is estimated using fasting laboratory values including glucose (in mg/dL), triglycerides (mg/dL) and high-density lipoprotein cholesterol (HDL-C, in mg/dL) along with body-mass index (BMI). The index can be estimated using the following formula:
Sources: en.wikipedia.org
== B == B-cell lymphoma – B cells – B lymphocytes (B cells) – bactericidal – bacteriostatic – bacterium – baculovirus – baseline – basophil – bDNA test – beta-2 microglobulin (β2M) – bilirubin – bioavailability – biological response modifiers (BRMs) – biopsy – biotechnology – blinded study – blips – blood–brain barrier – body fat redistribution (BFR) syndrome – body fluids – bone marrow – bone marrow suppression – booster – branched DNA assay – breakthrough infection – Broadway Cares/Equity Fights AIDS – bronchoscopy – budding – buffalo hump – bugchasing and giftgiving – Burkitt's lymphoma
==== Molecular interactions ==== As MALS can provide molar mass and size of molecules, it permits study into protein-protein binding, oligomerization and the kinetics of self-assembly, association and dissociation. By comparing the molar mass of a sample to its concentration, one can determine the binding affinity and stoichiometry of interacting molecules.
The ligated mRNA-DNA-puromycin library is translated in Red Nova Lysate (Novagen) or E. coli S30 Extract System (Promega), resulting in peptides covalently linked in cis to the encoding mRNA. The in vitro translation can also be done in a PURE (protein synthesis using recombinant elements) system. PURE system is an E. coli cell-free translation system in which only essential translation components are present. Some components, such as amino acids and aminoacyl-tRNA synthases (AARSs) can be omitted from the system. Instead, chemically acylated tRNA can be added into the PURE system. It has been shown that some unnatural amino acids, such as N-methyl-amino acid accylated tRNA can be incorporated into peptides or mRNA-peptide fusions in a PURE system. After translation, the single-stranded mRNA portions of the fusions will be converted to heteroduplex of RNA/DNA by reverse transcriptase to eliminate any unwanted RNA secondary structures, and render the nucleic acid portion of the fusion more stable. This step is a standard reverse transcription reaction. For instance, it can be done by using Superscript II (GIBCO-BRL) following the manufacturer's protocol.
Emerging applications include regenerative approaches based on tissue engineering, where injectable scaffolds combined with cells or bioactive components aim to promote the formation of new extracellular matrix and restore tissue function, or to act as delivery systems for therapeutic agents. Cell-laden hydrogels support tissue regeneration by protecting encapsulated cells and enhancing their survival, while protein-loaded systems enable sustained release of growth factors such as vascular endothelial growth factor (VEGF) and bone morphogenetic proteins, promoting angiogenesis and bone repair. Drug-loaded hydrogels have also been developed for localized therapies, including cancer treatment, cartilage regeneration, and myocardial repair, where controlled release improves efficacy and reduces systemic side effects.
Sources: en.wikipedia.org
Thiamine pyrophosphate (TPP), also called thiamine diphosphate (ThDP), participates as a coenzyme in metabolic reactions, including those in which polarity inversion takes place. Its synthesis is catalyzed by the enzyme thiamine diphosphokinase according to the reaction thiamine + ATP → TPP + AMP (EC 2.7.6.2). However, recent findings reveal that uridine 5′-triphosphate (UTP), rather than ATP, is the preferred substrate for TPP synthesis in cells, with TPK1 showing a ~10-fold higher affinity for UTP. TPP is a coenzyme for several enzymes that catalyze the transfer of two-carbon units and in particular the dehydrogenation (decarboxylation and subsequent conjugation with coenzyme A) of 2-oxoacids (alpha-keto acids). The mechanism of action of TPP as a coenzyme relies on its ability to form an ylide. Examples include:
Is also mentioned the propaganda campaigns carried out by the Bolivian press with an anti-Peruvian tendency when it came to border demarcations during the 20th century, for which the Ministry of Foreign Affairs of Peru had to intervene to put pressure on the Bolivian Foreign Ministry in 1938 against tendentious articles that they made Bolivian newspapers in an attempt to challenge the Demarcation Protocol of the province of Copacabana; Bolivian politicians were reportedly involved in this anti-Peruvian campaign, such as the Omasuyos deputy, Eguino Zaballa, who personally participated in the drafting of some articles on the alleged damages that Bolivia would suffer after the signing of the protocol with Peru. In February 1975, meeting in Charaña, Hugo Banzer and Augusto Pinochet issued a joint declaration that led to the Chilean proposal to give Bolivia a maritime corridor north of Arica, which was impossible while the 1929 Treaty was in force, according to the which Peru has restricted sovereignty and recognized easements over Arica, and must be consulted before any possible change in the sovereignty of the territory. It came to be suspected that this was the rapprochement of a possible anti-Peruvian axis between Chile and Bolivia against another potential military alliance between Peru and Argentina during the Cold War. With the passage of time, the distinction between pro-Peruvians and pro-Chileans has largely disappeared. Chile now has both Arica and Antofagasta, so Bolivian popular anger is more often directed against Chile.
=== Conflict wounds === In 2018, the Scar Free Foundation Centre for Conflict Wound Research was established at the Royal Centre for Defence Medicine in Queen Elizabeth Hospital, Birmingham. The centre's studies aim to mitigate the physical and psychological impacts of scarring among servicemen, women, and individuals injured in terrorist attacks. It was established in partnership with the CASEVAC Club, a members organisation similar to the Guinea Pig Club.
Before beginning the process of restoration of a herbarium sheet, best practices suggest that the original mounted specimen be photographed for reference to ensure a new sheet is as close to the original as possible. The original mounting sheet can be dried and flattened in the same manner as the plant to serve as a reference for positioning the specimen on a new sheet. Additionally, any labels or supplement information accompanying the plant should be placed in the same place.
== Research == More than 160 faculty members at the University of Texas Health Science Center at San Antonio are actively involved in biomedical and clinical research and educational activities that range from the molecular genetics of aging to issues of health care for the elderly population. Research at the Barshop Institute spans the continuum from basic discovery science to translational and clinical research aimed at extending healthspan and improving quality of life in older adults. Investigators study the fundamental biological processes that drive aging—including cellular senescence, mitochondrial dysfunction, metabolism, inflammation, genomic instability, and impaired tissue regeneration—and apply these discoveries to develop strategies for preventing or treating age-related diseases. Major areas of investigation include Alzheimer's disease and related dementias, cardiovascular disease, type 2 diabetes and metabolic disorders, cancer, frailty, sarcopenia, osteoporosis, and age-associated liver disease. Through the integration of laboratory research, animal models, clinical trials, and population-based studies, Barshop Institute scientists are advancing new therapeutic approaches that target the underlying mechanisms of aging to delay the onset of chronic disease, preserve physical and cognitive function, and promote healthy longevity.
Sources: en.wikipedia.org
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.
Performance checks confirm that the chromatographic system works within preset limits before results are accepted. They examine factors such as peak resolution, tailing, and repeatability. If criteria fail, the run may need correction or repetition.
Retention time alone is not definitive proof because other compounds can elute at similar times. Confirmation usually uses a second method, a different column, or a detector such as mass spectrometry. Authentic standards strengthen identification.
Method validation is the documented process of confirming that an HPLC procedure is suitable for its intended use. It evaluates accuracy, precision, specificity, linearity, range, detection limits, and robustness. Validation criteria depend on the regulatory context and the sample type.