Everything below concerns quality control. We keep the language plain, cite what the science says, and separate well-supported claims from open questions.
Updated 2025-09-28. Numbers and descriptions here follow the published literature rather than marketing material.
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.
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.
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.
| Property | Value | Notes |
|---|---|---|
| Accuracy | Recovery near 100% | Depends on acceptance criteria and matrix |
| Precision | Relative standard deviation | Often at or below 2% for replicate injections |
| Limit of detection | Signal-to-noise ratio 3:1 | Approximate and method-specific |
| Limit of quantitation | Signal-to-noise ratio 10:1 | Confirmed by precision and accuracy |
| Resolution | 1.5 or greater | Typical system suitability target |
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.
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.
Most routine HPLC testing uses reversed-phase columns, where the stationary phase is nonpolar and the mobile phase is a polar mixture such as water with an organic solvent. Analytes partition between the two phases according to polarity, size, and charge. Gradients that change solvent composition over time can separate compounds with broad retention ranges. Isocratic conditions keep solvent composition constant and suit simpler mixtures. The choice of column chemistry, pH, and temperature affects selectivity and peak shape.
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.
Throughout the 15th and 16th centuries, Portuguese explorers sailed the coast of Africa, established trading posts [[Economic history of Portugal#Expansion of the Portuguese empire (15th and 16th centuries)|for commodities]] especially gold and slaves, explored the Indian Ocean and eastern Asia, and established trade routes in most of southern Asia, taxing most trade criss-crossing the Indian Ocean. However, by the 16th century its enterprise in Asia was already in decline. The 1494 Treaty of Tordesillas divided newly encountered non-European territories between Portugal and Spain along a meridian west of Cape Verde, while the 1529 Treaty of Zaragoza extended this partition to the Pacific Ocean. In 1498, Vasco da Gama reached India by sea, and two years later Pedro Álvares Cabral landed in Brazil and claimed it for Portugal. During the 15th century, Portugal established the transatlantic slave-trade circuits and, by the mid-19th century, had become one of the longest-active and a significant participant in the Atlantic slave trade.
Alpha-thalassemia (α-thalassemia, α-thalassaemia) is an inherited blood disorder and a form of thalassemia. Thalassemias are a group of inherited blood conditions which result in the impaired production of hemoglobin, the molecule that carries oxygen in the blood. Symptoms depend on the extent to which hemoglobin is deficient, and include anemia, pallor, tiredness, enlargement of the spleen, iron overload, abnormal bone structure, jaundice, and gallstones. In severe cases death ensues, often in infancy, or death of the unborn fetus. The disease is characterised by reduced production of the alpha-globin component of hemoglobin, caused by inherited mutations affecting the genes HBA1 and HBA2. This causes reduced levels of hemoglobin leading to anemia, while the accumulation of surplus beta-globin, the other structural component of hemoglobin, damages red blood cells and shortens their life. Diagnosis is by checking the medical history of near relatives, microscopic examination of blood smear, ferritin test, hemoglobin electrophoresis, and DNA sequencing. As an inherited condition, alpha thalassemia cannot be prevented although genetic counselling of parents prior to conception can propose the use of donor sperm or eggs. The principle form of management is blood transfusion every 3 to 4 weeks, which relieves the anemia but leads to iron overload and possible immune reaction. Medication includes folate supplementation, iron chelation, bisphosphonates, and removal of the spleen. Alpha thalassemia can also be treated by bone marrow transplant from a well matched donor.
double-strand break (DSB) The loss of continuity of the phosphate-sugar backbone in both strands of a double-stranded DNA molecule, in particular when the two breaks occur at sites that are directly across from or very close to each other on the complementary strands. Contrast single-strand break.
Sources: en.wikipedia.org
== Experimental methods == In ultraviolet-visible spectroscopy or spectroscopy in general a 1 cm pathlength cuvette is used to measure samples. The cuvette is filled with sample, light is passed through the sample and intensity readings are taken. The slope spectroscopy technique can be applied using the same methods as in absorption spectroscopy. With the advent of accurate linear stages, variable pathlength absorption spectroscopy is easily applied experimentally. Other experimental methods include using ratios of slopes to build extinction coefficient spectra. This is possible because application of slope spectroscopy allows the scientist to keep concentration levels constant and vary path lengths.
==== Entity encounters ==== Entities perceived while under the effects of DMT have been represented in diverse forms of psychedelic art. The term machine elf was coined by ethnobotanist Terence McKenna for the entities he encountered in DMT "hyperspace", along with terms like fractal elves, or self-transforming machine elves. McKenna first encountered the "machine elves" after smoking DMT in Berkeley in 1965. His subsequent speculations regarding the hyperdimensional space in which they were encountered have inspired a great many artists and musicians, and the meaning of DMT entities has been a subject of considerable debate among participants in a networked cultural underground, enthused by McKenna's effusive accounts of DMT hyperspace. Cliff Pickover has also written about the "machine elf" experience, in the book Sex, Drugs, Einstein, & Elves. Strassman noted similarities between self-reports of his DMT study participants' encounters with these "entities", and mythological descriptions of figures such as Ḥayyot haq-Qodesh in ancient religions, including both angels and demons. Strassman also argues for a similarity in his study participants' descriptions of mechanized wheels, gears and machinery in these encounters, with those described in visions of encounters with the Living Creatures and Ophanim of the Hebrew Bible, noting they may stem from a common neuropsychopharmacological experience.
=== Drug design of RXP 407 === RXP 407 is the first N-domain selective phosphinic peptide and was discovered by screening phosphinic peptides libraries. Before the discovery of RXP 407 it had long been claimed that the free C-terminal carboxylate group in P2’ position was essential to the potency of ACE inhibitor so it can be reasoned that this has postponed the discovery of N-domain selective ACE inhibitors. When RXP 407 was discovered researchers looked into phosphinic peptides with 3 different general formula, each containing 2 unidentified amino acids, only 1 of these general formula showed potent inhibition (Ac-Yaa-Pheψ(PO2-CH2)Ala-Yaa’-NH2). Peptide mixtures were made, substituting Yaa and Yaa’ with different amino acids, trying to establish if there would be a potent inhibitor that could inhibit either the N-domain or the C-domain of the enzyme. The result was that the compound Ac-Asp(L)-Pheψ(PO2-CH2)(L)Ala-Ala-NH2 actively inhibited the N-domain and was given the name RXP 407. Structure-function relationship showed that the C-terminus carboxamide group played a crucial role in the selectivity for the N-domain of ACE. Additionally, the N-acetyl group and the aspartic side chain in the P2 position aides in the N-domain selectivity of the inhibitor. These features make the inhibitor inaccessible to the C-domain but give good potency for the N-domain, this leads to a difference in inhibitory potency of the active sites of three orders of magnitude. These results also indicate that the N-domain possess a broader selectivity than the C-domain.
== Olfactory perception == The properties of a compound relating to human olfactory perception includes its odour quality, threshold and intensity as a function of its concentration. The odour quality of a (odour-active) compound is assessed using odour descriptors in sensory descriptive analyses. It shows the sensory–chemical relationship in volatile compounds. The odour quality of a compound may change with its concentration. The absolute threshold of a compound is the minimum concentration at which it can be detected. In a mixture of volatile compounds, only the proportion of compounds present at concentrations above their threshold contribute to the odour. This property can be represented by the odour threshold (OT), the minimum concentration at which the odour is perceived by 50% of a human panel without determining its quality, or the recognition threshold, the minimum concentration at which the odour is perceived and can be described by 50% of a human panel. The intensity of perception of a compound is positively correlated with its concentration. It is represented by the unique psychometric or concentration-response function of the compound.
Sources: en.wikipedia.org
=== Cattle === In dairy cattle, ketosis commonly occurs during the first weeks after giving birth to a calf and is sometimes referred to as acetonemia. This is most likely the result of an energy deficit when intake is inadequate to compensate for the increased metabolic demand of lactating. The elevated β-hydroxybutyrate concentrations can depress gluconeogenesis, feed intake and the immune system, as well as have an impact on milk composition. Point of care diagnostic tests can be useful to screen for ketosis in cattle.
=== Vegetable === Many plants have coagulating properties. Homer suggests in the Iliad that the Greeks used an extract of fig juice to coagulate milk. Other examples include several species of Galium, dried caper leaves, nettles, thistles, mallow, Withania coagulans (also known as Paneer Booti, Ashwagandh and the Indian Cheesemaker), and ground ivy. Some traditional cheese production in the Mediterranean uses enzymes from thistle or Cynara (artichokes and cardoons). Phytic acid, derived from unfermented soybeans, or fermentation-produced chymosin (FPC) may also be used. Vegetable rennet might be used in the production of kosher and halal cheeses, but nearly all kosher cheeses are produced with either microbial rennet or FPC. Commercial so-called vegetable rennets usually contain an extract from the mold Rhizomucor miehei described below.
Later that month, Rush signed with the U.S.-based American Talent International (ATI) booking agency. Executive Ira Blacker subsequently mailed a copy of the album to an enthusiastic Cliff Burnstein of A&R at Mercury Records, who signed the band within 24 hours to a two-album, $200,000 deal with a $50,000 advance plus $25,000 towards future recording costs. Blacker subsequently departed ATI to become the band's American co-manager, booking them as an opening act across the U.S. through the end of the year. In recognition of her role in their American breakthrough, the band included a dedication to Halper on the U.S. release of the album that was rush-released to coincide with the tour. After a series of club dates, Rutsey played his final gig with the band on July 25. His preference for more straightforward rock was incompatible with Lifeson and Lee's desire to explore the complex arrangements of progressive rock influences like Yes and Pink Floyd. In addition, Rutsey's health presented logistical challenges for large-scale touring. As a Type 1 diabetic, he required frequent hospitalisation for monitoring and insulin regulation. These complications had already disrupted the band's schedule as early as October 1973, leading to his temporary replacement by drummer Gerry Fielding.
Sources: en.wikipedia.org
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.
Quantification usually compares detector response to a standard curve made from reference standards. The curve may be external, internal, or based on standard addition depending on matrix effects. Results are reported with units and, when required, uncertainty.
Carryover occurs when analyte from a previous injection remains in the system and appears in a later chromatogram. It can come from the injector, column, or tubing. Blank injections and needle washes help detect and reduce it.
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.