The short version of data integrity fits in a sentence. The long version — which is the one that helps — is below.
Reviewed 2026-07-19. Anything still debated is marked as such rather than presented as settled.
High-performance liquid chromatography is an analytical technique that separates components in a liquid sample by passing them through a packed column under pressure. A pump delivers a mobile phase at a controlled flow rate, and an injector introduces the sample into the stream. Differences in how analytes partition between the mobile phase and the stationary phase cause them to exit the column at different times. Detection then records a signal proportional to the amount of each separated substance. The resulting chromatogram provides retention times and peak areas for identification and quantification.
Instrumentation includes a solvent delivery system, an autosampler, a column oven, and one or more detectors. Reversed-phase columns with chemically modified silica are widely used, but normal-phase, ion-exchange, size-exclusion, and affinity modes exist for specific separations. Detectors may rely on ultraviolet absorbance, fluorescence, refractive index, or mass spectrometry. Column temperature, mobile phase composition, and flow rate are adjusted to improve resolution. System pressure is monitored because rising pressure can indicate column blockage or deteriorating packing.
Method validation examines whether an HPLC procedure is suitable for its intended purpose. Common parameters include accuracy, precision, specificity, linearity, range, detection limit, quantification limit, and robustness. Accuracy describes closeness to a true or accepted value, while precision describes agreement among repeated measurements. Specificity shows whether the method can measure the analyte without interference from related substances. Robustness tests small deliberate changes in flow, temperature, or solvent composition. Validation is not a one-time event; methods may need partial revalidation after changes to instruments, columns, sample handling, or specification limits. Regulatory guidance provides frameworks, but some details remain method-specific.
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.
| 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. |
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.
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.
=== Frozen fish food === Perishable food can be preserved by frozen storage, and is often sold in blister packs or resealable packets. These can contain a variety of ingredients such as bloodworms, Daphnia, or brine shrimp, and are commonly used to feed such fish as Discus which require a high protein diet. Often fed on beef heart fish food within the aquaculture industry, the discus fish are not the only fish which can benefit from a high quality prepared frozen mixture such as beef heart, although by far these are the fish most associated with this particular frozen food.
Australia, Hong Kong, Israel, Macau and South Korea do not stamp passports upon entry nor exit. These countries or regions issue landing slips instead, except for Australia, which does not issue any physical evidence of entry. Visas may also take the form of passport stamps. Immigration authorities usually use different stamp styles for entries and exits to make it easier to track people's movements. Ink colour might be used to designate the mode of transportation (air, land, or sea), as in Hong Kong before 1997, while border styles did the same in Macau. Other variations include changing the stamp size to indicate the length of stay, as in Singapore. In many cases, passengers on cruise ships do not receive passport stamps because the entire vessel has been cleared into port. It is often possible to get a souvenir stamp, although this requires finding the immigration office by the dock. In many cases, officials are used to such requests and will cooperate. Also, as noted below, some of the smallest European countries will give a stamp on request, either at their border or tourist office charging, at most, a nominal fee.
passive transport The movement of a solute across a membrane by traveling down an electrochemical or concentration gradient, using only the energy stored in the gradient and not any energy from external sources. Contrast active transport.
== History == Flupirtine was discovered and developed between the 1970s and the 1990s by Chemiewerk Homburg in Frankfurt am Main, Germany, which became Degussa Pharma Group and then through mergers, ASTA Pharma and Asta Medica. Retigabine, a bioisostere of flupirtine, was discovered as part of the same program and has a similar mechanism of action. Flupirtine was approved for the treatment of pain in 1984 in Europe under the brand name Katadolon. As of 2013 it was used in 11 member countries: Bulgaria, Estonia, Germany, Hungary, Italy, Latvia, Lithuania, Poland, Portugal, Romania and Slovak Republic. Many generics entered the European market around 2011. It was never introduced to the United States market for any indication but in 2008, Adeona Pharmaceuticals, Inc. (now called Synthetic Biologics, Inc.) obtained an option to license issued and patent pending applications relating to flupirtine's use in the treatment of ophthalmic indications, particularly retinitis pigmentosa. As of 2016 it is marketed under many brand names, including Efiret, Flupigil, Flupirtin, Flupirtina, Flupirtine, Flupizen, Fluproxy, Katadolon, Metanor, Trancolong, and Zentiva.
Sources: en.wikipedia.org
==== Stable isotope labeling with amino acids in cell culture ==== Stable isotope labeling with amino acids in cell culture (SILAC) is a method that involves metabolic incorporation of "heavy" C- or N-labeled amino acids into proteins followed by MS analysis. SILAC requires growing cells in specialized media supplemented with light or heavy forms of essential amino acids, lysine or arginine. One cell population is grown in media containing light amino acids while the experimental condition is grown in the presence of heavy amino acids. The heavy and light amino acids are incorporated into proteins through cellular protein synthesis. Following cell lysis, equal amounts of protein from both conditions are combined and subjected to proteotypic digestion. Arginine and lysine amino acids were chosen, because trypsin, the predominant enzyme used to generate proteotypic peptides for MS analysis, cleaves at the C-terminus of lysine and arginine. Following digestion with trypsin, all the tryptic peptides from cells grown in SILAC media would have at least one labeled amino acid, resulting in a constant mass shift from the labeled sample over non-labeled. Because the peptides containing heavy and light amino acids are chemically identical, they co-elute during reverse-phase column fractionation and are detected simultaneously during MS analysis. The relative protein abundance is determined by the relative peak intensities of the isotopically distinct peptides. Traditionally the level of multiplexing in SILAC was limited due to the number of SILAC isotopes available.
On 24 February 2022, Russia launched a full-scale invasion of Ukraine, occupying large parts of the country and unilaterally declaring the annexation of southeastern Ukraine in September that year. Soon after, journalist H. D. S. Greenway cited the Russian invasion of Ukraine and 4 February joint statement between Russia and China (under Putin and Xi Jinping) as one of the signs that Cold War II had officially begun. Jaro Bilocerkowycz, Associate Professor of Political Science at the University of Dayton, wrote that the invasion of Ukraine could be the start of a "new Cold War", placing Ukraine "at the center of a geopolitical struggle reminiscent of the Cold War days when Germany and its capital city Berlin were split in two". In March 2022, Harvard historian Fredrik Logevall asserted that the conflict over Ukraine was "fundamentally different from the Cold War" because it did not have the "massive arms race and a general absence of diplomacy, and a deep ideological schism". Yale historian Arne Westad agreed and said that Putin's statements about Ukraine resembled late 19th- and early 20th-century colonial and imperial ideas, rather than those of the Cold War. In June 2022, journalist Gideon Rachman asserted the Russian invasion of Ukraine as the start of a second Cold War. In response to US plans to deploy long-range missiles in Germany, including SM-6 and Tomahawk cruise missiles and developmental hypersonic weapons, Putin stated in July 2024 that the situation was reminiscent of the Cold War.
As of 2018, there are around 470 million pet dogs. Pet food production is responsible for 20–30% of the environmental impacts from animal production. It has been estimated that global greenhouse gas emissions from dog and cat dry food represents around 1.1%−2.9% of global emissions, an amount close to the total emissions of countries such as Mozambique or the Philippines. Like humans, dogs are omnivores. There is research on alternative protein sources for pet food including insects and algae. A life-cycle analysis of contemporary pet foods suggests wet foods for cats and dogs tend to have a larger impact than dry foods. It also suggests there are substantial opportunities for improvement in "all phases of the pet food life cycle, including formulation, ingredient selection, manufacturing processes" and so on.
Sources: en.wikipedia.org
== Emitters == Several different emitter configurations have been used for FD emitters, such as single tips, sharp blades and thin wires. Single metal tips can be made from etching wires either by periodically dipping them into molten salts or by electrolysis in aqueous solutions. Compared to other emitter types, the single tips have the advantage that they can reach the highest field strengths. In addition, well-defined geometric shape of a single tip allows accurate calculation of the potential distribution in the space between the tip and the counter electrode. For blades used as emitters, their ruggedness under the high electric field is one of their advantages. Different thin wires were also used as emitters, such as platinum wires and tungsten wires. Platinum wires are fragile, and tungsten wires are much more stable than platinum wires. Among those emitters, carbon-microneedles tungsten wires are the most widely used emitters in FD mass spectrometry.
By the mid-1900s, lichenologists were already exploiting chemical traits for classification—decades before such methods reached vascular plant taxonomy. Because many lichens synthesize distinctive secondary metabolites (specialized compounds including lichen products unique to these organisms), workers devised simple spot tests in which reagents applied to the thallus yield diagnostic colour changes. The technique dates to the 1860s, but by 1951, the tests were routine. Elke Mackenzie listed K (potassium hydroxide solution), C (sodium hypochlorite), and Pd (p-phenylenediamine) as key diagnostic reagents because species often differ in their colour reactions. For example, a yellow K reaction usually signals the presence of the common metabolite atranorin, whereas a deep-red Pd reaction suggests certain depsidones. The chemical toolbox expanded sharply with the adoption of thin-layer chromatography (TLC) in the late 1960s. Chicita F. Culberson's Chemical and Botanical Guide to Lichen Products (1969) laid out a reproducible protocol for separating trace compounds from minute thallus chips, making TLC profiles a standard component of species descriptions. David Hawksworth's 1976 synthesis went a step further by integrating metabolite patterns into family‑ and order‑level frameworks, demonstrating that chemistry could diagnose natural groups and foreshadowing the molecular phylogenies that would follow. Chemical tests revealed cryptic diversity beneath outwardly uniform lichens.
Once active, Akt translocates from the plasma membrane to the cytosol and nucleus, where many of its substrates reside. Akt regulates a wide range of proteins by phosphorylation. Akt target substrates contain a minimum consensus sequence R-X-R-X-X-[Ser/Thr]-Hyd, where Hyd is a hydrophobic amino acid, although other factors such as sub-cellular localisation and 3-dimensional structure are important. Phosphorylation by Akt can be inhibitory or stimulatory, either suppressing or enhancing the activity of target proteins.
Hox genes play a massive role in some amphibians and reptiles in their ability to regenerate lost limbs, especially HoxA and HoxD genes. If the processes involved in forming new tissue can be reverse-engineered into humans, it may be possible to heal injuries of the spinal cord or brain, repair damaged organs and reduce scarring and fibrosis after surgery. Despite the large conservation of the Hox genes through evolution, mammals and humans specifically cannot regenerate any of their limbs. This raises a question as to why humans which also possess an analog to these genes cannot regrow and regenerate limbs. Beside the lack of specific growth factor, studies have shown that something as small as base pair differences between amphibian and human Hox analogs play a crucial role in human inability to reproduce limbs. Undifferentiated stem cells and the ability to have polarity in tissues is vital to this process.
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.
System suitability is a set of checks performed before and during an HPLC run to confirm that the instrument and method are working as expected. It may include retention time repeatability, resolution between peaks, peak symmetry, and signal intensity. Failing suitability criteria usually invalidates the run.