If you have been reading about robustness 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.
Last reviewed on 2026-01-19. Where a claim depends on a specific study, the study is described rather than over-claimed.
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.
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 evaluates accuracy, precision, specificity, linearity, range, detection limit, quantitation limit, and robustness. Regulatory guidance for pharmaceuticals, foods, and environmental testing defines expected documentation and acceptance criteria. Verification confirms that a validated method works in a specific laboratory with its own instruments and reagents. Calibration curves use reference standards with known purity and traceability, while measurement uncertainty is estimated from validation data, control charts, and collaborative studies. The scope of validation depends on the method's intended use.
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.
| 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. |
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.
Method validation demonstrates that an analytical procedure is suitable for its intended purpose. Typical validation characteristics include accuracy, precision, specificity, linearity, range, limit of detection, limit of quantitation, and robustness. Regulatory guidance from bodies such as the International Council for Harmonisation and the United States Pharmacopeia outlines expectations, though specific criteria depend on the product and method. System suitability tests are run before sample analysis to confirm resolution, peak symmetry, column efficiency, and injection repeatability. Failure of these checks can invalidate a batch of measurements.
High-performance liquid chromatography is an analytical technique that separates components in a liquid sample. A pump moves a liquid mobile phase through a column packed with a solid stationary phase. Compounds interact differently with both phases and travel at different rates, leaving the column at distinct retention times. A detector records these arrivals as peaks on a chromatogram. The resulting pattern supports identification and quantification of substances in mixtures. Modern instruments use high pressure to force solvent through small particles, which improves speed and resolution compared with older low-pressure liquid chromatography methods.
Separation in HPLC depends on the chemistry of the stationary phase, the composition of the mobile phase, and the physical properties of the column. Reverse-phase separations use a nonpolar stationary phase and a polar mobile phase, and they are common for many organic compounds. Ion-exchange, size-exclusion, and normal-phase modes serve other classes of analytes. Gradient elution changes solvent strength over time, while isocratic elution holds it constant. Flow rate, temperature, particle size, and column length all influence peak shape and resolution. Detection may use ultraviolet absorbance, fluorescence, refractive index, or mass spectrometry, depending on the analyte and the required sensitivity.
Routine HPLC testing compares a sample result with a calibration curve prepared from known reference standards. Peak area or peak height is plotted against concentration, and the curve is used to estimate unknown amounts. Retention time supports tentative identification when compared with a standard, though mass spectrometry or another confirmatory method may be needed for definitive identification. Pre-run checks verify repeatability, resolution, and peak symmetry before sample analysis. Limits of detection and quantification describe the smallest amounts that can be reliably observed or measured. Sample preparation, filtration, and degassing help prevent column damage and inconsistent results.
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.
Pressurized water is used in water blasting and water jet cutters. High pressure water guns are used for precise cutting. It works very well, is relatively safe, and is not harmful to the environment. It is also used in the cooling of machinery to prevent overheating, or prevent saw blades from overheating. Water is also used in many industrial processes and machines, such as the steam turbine and heat exchanger, in addition to its use as a chemical solvent. Discharge of untreated water from industrial uses is pollution. Pollution includes discharged solutes (chemical pollution) and discharged coolant water (thermal pollution). Industry requires pure water for many applications and uses a variety of purification techniques both in water supply and discharge. The digital sector, especially Artificial intelligence use large amount of water, so AI expansion can "threaten global and national water security".
== June 29, 1915 (Tuesday) == Battle of Ngaundere — British colonial forces captured the German-held town of Ngaoundéré, German Cameroon) during the Kamerun campaign. The association football club ABC was established in Natal, Rio Grande do Norte, Brazil and remains the oldest active club in the Brazilian state. The association football Serrano was formed Petrópolis, Rio de Janeiro state, Brazil. Born: Dizzy Trout, American baseball player, pitcher for the Detroit Tigers from 1939 to 1952; as Paul Howard Trout, in Sandcut, Indiana, United States (d. 1972) Died: Jeremiah O'Donovan Rossa, 83, Irish American Fenian leader, advocate for Irish independence through the Fenian Brotherhood and Irish Republican Brotherhood (b. 1831)
SUMOylation Also sumoylation. A type of post-translational modification in which a SUMO protein is conjugated to a polar residue of another protein (usually a lysine) via a covalent isopeptide bond. This effectively tags the second protein, making it distinguishable to other biomolecules and in many cases allowing it to participate in specific reactions or to interact with specific protein complexes. SUMOlyation is closely related to ubiquitination, relying on the same E1/E2/E3 enzymes to transfer SUMO to specific recognition motifs in the target protein, though detaching SUMO depends on SUMO-specific proteases. It plays important roles in numerous cellular processes, including protein localization, transcriptional regulation, stress-response pathways, and cell cycle checkpoints, among others. SUMOlyation is also used in the laboratory as a molecular label and to help solubilize proteins which are difficult to purify.
=== Physical features === LS is recognized as being part of a spectrum of conditions that affect the Hypothalamic–pituitary–somatotropic axis and cause significant derangements in human growth, development, and metabolism. Along this spectrum of conditions, individuals with LS and growth hormone deficiency display short stature, while individuals with acromegaly and gigantism result in the opposite phenotype of tall stature. In addition to short stature, other characteristic physical symptoms of LS include: prominent forehead, depressed nasal bridge, underdevelopment of mandible, truncal obesity, and micropenis in males. Left untreated, the average height attained by individuals with LS are approximately 4–4.5 feet (1.2–1.4 m) in women/men respectively. Additional physical features include delayed bone age, hypogonadism, blue sclera, high-pitched voice, acrohypoplasia, sparse hair growth, and crowded teeth. The breasts of females reach normal size, and in some are large in relation to body size. It has been suggested that hyperprolactinemia may contribute to the enlarged breast size. Seizures are frequently seen secondary to hypoglycemia. Some genetic variations decrease intellectual capacity. Laron syndrome patients also do not develop acne, except temporarily during treatment with IGF-1 (if performed).
Sources: en.wikipedia.org
Score 0: There is no need for periodontal treatment. Score 1: Provide patient with Oral hygiene instruction (OHI). Score 2: Provide patient with Oral hygiene instruction (OHI) and remove plaque retentive factors, including all supra- and subgingival calculus and any restoration overhangs. Score 3: Provide patient with Oral hygiene instruction (OHI) and root surface debridement (RSD). Score 4: Provide patient with Oral hygiene instruction (OHI) and root surface debridement (RSD). In addition, patient should be evaluated for the requirement of more complex treatment. A referral to specialists may be needed.
Processes that avoid the need for pumping tend to have overall low energy demands. Those water treatment technologies that have very low energy requirements including trickling filters, slow sand filters, gravity aqueducts. A 2021 study found that a large-scale water chlorination program in urban areas of Mexico massively reduced childhood diarrheal disease mortality rates.
Sidibé Aminata Diallo – Malian Academic and politician. former Minister of Basic Education, Literacy, and the National Languages. Mali Diarra Mariam Flantié Diallo - Minister of Communications And Technology, Mali. Souleymane Sidibé (politician) - former Minister of Internal Security and Civil Protection, Foreign Affairs. Ousmane Sy - Politician. former Minister of Territorial Administration and Local Communities; Mali. Sy Kadiatou Sow– Politician and Women's Rights Activist, former governor of Bamako district, the first woman to hold the position in Mali, former minister of foreign affairs, Foreign Malians and African Integration and former Minister of Urban Planning and Habitat. Mali Sangaré Niamoto Ba- Politician, former Ministry of Industry, Investment and Commerce Djibril Sidibé - Malian football player (Born 1982) Djibril Sidibé - French football player of Malian descent (Born 1992) Inna Modja - Singer, songwriter and activist Mamadou Sidibé - Malian musician Moussa Diaby Moctar Ouane- diplomat and politician. Prime minister; former minister of foreign affairs; former ambassador to the United Nations.
Sources: en.wikipedia.org
The study concluded that Tyrannosaurus had the relatively largest brain of all adult non-avian dinosaurs with the exception of certain small maniraptoriforms (Bambiraptor, Troodon and Ornithomimus). The study found that Tyrannosaurus's relative brain size was still within the range of modern reptiles, being at most 2 standard deviations above the mean of non-avian reptile EQs. The estimates for the ratio of cerebrum mass to brain mass would range from 47.5 to 49.53 percent. According to the study, this is more than the lowest estimates for extant birds (44.6 percent), but still close to the typical ratios of the smallest sexually mature alligators which range from 45.9 to 47.9 percent. Other studies, such as those by Steve Brusatte, indicate the encephalization quotient of Tyrannosaurus was similar in range (2.0–2.4) to a chimpanzee (2.2–2.5), though this may be debatable as reptilian and mammalian encephalization quotients are not equivalent.
Melanocytes and basal cells are embedded in the epidermal layer. Upon exposure to UVB rays, melanocytes will produce more melanin, a pigment that gives skin its color. UVB can cause the formation of freckles and dark spots, both of which are symptoms of photoaging; these are most common in people with fair or light skin. With frequent long-term exposure to UVB rays, signs of photoaging might appear, and precancerous lesions or skin cancer may develop as well as damage to DNA. UVA rays are able to penetrate deeper into the skin than UVB rays, damaging the dermal layer as well as the epidermal layer. The dermis is the second major layer of the skin, and it comprises collagen, elastin, and extrafibrillar matrix, which provides structural support to the skin. With chronic UVA exposure, damage to dermal collagen, elastin, and the extracellular matrix contributes to skin laxity, roughness, and wrinkling. Due to the presence of blood vessels in the dermis, UVA rays can lead to dilated or broken blood vessels, which are most commonly visible on the nose and cheeks. UVA can also damage DNA indirectly through the generation of reactive oxygen species (ROS), which include superoxide anion, peroxide, and singlet oxygen. These ROS damage cellular DNA as well as lipids and proteins.
124Xe (n,γ) → 125mXe (57 s) → 125I 124Xe (n,γ) → 125gXe (16.9 h) → 125I The irradiation target is the primordial nuclide 124Xe, which is the target isotope for making 125I by neutron capture. It is loaded into irradiation capsules of the zirconium alloy zircaloy-2 (a corrosion resisting alloy transparent to neutrons) to a pressure of about 100 bar (~ 100 atm). Upon irradiation with slow neutrons in a nuclear reactor, several radioisotopes of xenon are produced. However, only the decay of 125Xe leads to a radioiodine: 125I. The other xenon radioisotopes decay either to stable xenon, or to various caesium isotopes, some of them radioactive (i.e., caesium-135 and caesium-137). Long irradiation times are disadvantageous. Iodine-125 itself has a neutron capture cross section of 900 barns, and consequently during a long irradiation, part of the 125I formed will be converted to 126I, a beta-emitter and positron-emitter with a half-life of 12.93 days, which is not medically useful. In practice, the most useful irradiation time in the reactor amounts to a few days. Thereafter, the irradiated gas is allowed to decay for three or four days to eliminate short-lived unwanted radioisotopes, and to allow the newly produced xenon-125 to decay to iodine-125. To isolate the radioiodine, the irradiated capsule is first cooled at low temperature (to condense the free iodine gas onto the capsule inner wall) and the remaining Xe gas is vented in a controlled way and recovered for further use.
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 typically performed before each batch or according to the validated method and laboratory procedure. Some long runs include periodic checks during analysis. The required frequency depends on regulatory expectations and method performance.