The short version of Calibration curve fits in a sentence. The long version — which is the one that helps — is below.
Reviewed 2025-09-27. 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. 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.
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.
| Property | Value | Notes |
|---|---|---|
| Common abbreviation | HPLC | High-performance liquid chromatography |
| Separation basis | Differential partitioning | Between liquid mobile phase and solid stationary phase |
| Common mode | Reverse phase | Nonpolar column, polar mobile phase |
| Typical detector | UV-Vis absorbance | Widely used for compounds with chromophores |
| Typical column particle size | 2–5 µm | Smaller particles can improve resolution |
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.
Validation establishes that a method is suitable for its intended purpose. Typical parameters include accuracy, precision, specificity, linearity, range, limit of detection, limit of quantification, robustness, and stability of standards and samples. Acceptance criteria are defined in advance, and results are documented in a validation report. Regulatory guidance for pharmaceuticals, foods, and environmental testing differs, so the applicable framework must be identified. Ongoing verification uses control samples and trend charts after validation. Method transfer to another laboratory may require partial revalidation.
== Overview == Anti–money laundering guidelines came into prominence globally as a result of the formation of the Financial Action Task Force (FATF) and the promulgation of an international framework of anti–money laundering standards. These standards began to have more relevance in 2000 and 2001, after FATF began a process to publicly identify countries that were deficient in their anti–money laundering laws and international cooperation, a process colloquially known as "name and shame". An effective AML program requires a jurisdiction to criminalise money laundering, giving the relevant regulators and police the powers and tools to investigate; be able to share information with other countries as appropriate; and require financial institutions to identify their customers, establish risk-based controls, keep records, and report suspicious activities. Strict background checks are necessary to combat as many money launderers escape by investing through complex ownership and company structures. Banks can do that but proper surveillance is required on the government side to reduce this. Over recent years, the rise in anti–money laundering mechanisms has been attributed to the use of big data and artificial intelligence. Traditional anti–money laundering systems are falling behind against evolving threats and new technologies are helping AML compliance officers to deal with: poor implementation, expanding regulation, administrative complexity, false positives.
dopamine β-monooxygenase dopamine β-hydroxylase membrane-associated dopamine β-monooxygenase (MDBH) soluble dopamine β-monooxygenase (SDBH) dopamine-B-hydroxylase 3,4-dihydroxyphenethylamine β-oxidase 4-(2-aminoethyl) pyrocatechol β-oxidase dopa β-hydroxylase dopamine β-oxidase dopamine hydroxylase phenylamine β-hydroxylase (3,4-dihydroxyphenethylamine) β-mono-oxygenase
chromocenter A central amorphous mass of polytene chromosomes found in the nuclei of cells of the salivary glands in Drosophila larvae and resulting from the fusion of heterochromatic regions surrounding the centromeres of the somatically paired chromosomes, with the distal euchromatic arms radiating outward.
==== Distribution of fitness effects (DFE) ==== Attempts have been made to infer the distribution of fitness effects (DFE) using mutagenesis experiments and theoretical models applied to molecular sequence data. DFE, as used to determine the relative abundance of different types of mutations (i.e., strongly deleterious, nearly neutral or advantageous), is relevant to many evolutionary questions, such as the maintenance of genetic variation, the rate of genomic decay, the maintenance of outcrossing sexual reproduction as opposed to inbreeding and the evolution of sex and genetic recombination. DFE can also be tracked by tracking the skewness of the distribution of mutations with putatively severe effects as compared to the distribution of mutations with putatively mild or absent effect. In summary, the DFE plays an important role in predicting evolutionary dynamics. A variety of approaches have been used to study the DFE, including theoretical, experimental and analytical methods.
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Some kinases have dual-specificity kinase (EC 2.7.12.-) activities. For example, MEK (MAPKK), which is involved in the MAP kinase cascade, is a both a serine/threonine and tyrosine kinase. Protein kinases are enzymes that regulate cellular processes by catalyzing the phosphorylation of specific substrates, thereby modulating signaling pathways involved in growth, differentiation, metabolism, and survival. Among these, the RAF family of serine/threonine protein kinases plays a central role in the MAPK/ERK signaling cascade. During his postdoctoral research at Novartis Pharmaceuticals, Anton Yuryev contributed to studies examining the subcellular localization and functional diversity of protein kinases, demonstrating that the mammalian A-RAF kinase can be imported into mitochondria. This observation provided evidence that protein kinases may function outside their traditional cytosolic and membrane-associated signaling contexts, extending their regulatory influence to mitochondrial processes. Such findings highlighted the broader role of protein kinase compartmentalization in coordinating intracellular signaling with organelle-specific functions.
== Early life and education == Badu-Tawiah is from rural Ghana. He was one of three graduates of a high school class of 500 that went on to attend university. He earned his bachelor's and master's degree at the Kwame Nkrumah University of Science and Technology. In 2005 he moved to the United States, where he joined the laboratory of R. Graham Cooks at Purdue University to study high-performance liquid chromatography. There he studied reactions in mass spectrometers, and started to investigate whether this unique environment could be used for synthesis. Whilst at Purdue, Badu-Tawiah was awarded several research fellowships, including the Andrews and Lilly Innovation Fellowships. In 2012 Badu-Tawiah joined Harvard University where he worked in the research laboratory of George M. Whitesides. There he developed paper-based systems capable of performing molecular recognition. In particular, Badu-Tawiah looked to develop macrofluidic platforms that could analyse for specific biomarkers. Unfortunately, the enzymes required to detect biomarkers on paper-based platforms are not stable and require careful storage.
17 September Jaws in the Med about swimming in the Mediterranean Sea; on Friday 20 July 1956 Royal Navy English teacher at Valletta Naval Technical School, forty-year-old Jack Smedley, went for a swim in St Thomas' Bay in Malta, when he was attacked by a great white shark, and never seen again; on 17 April 1987 a similar shark was landed by a fishing boat at Żurrieq in Malta, later researched by BBC weather presenter Ian Fergusson; board sailor José Luis Pérez-Díaz was attacked by a shark on 18 March 1986 at Tarifa in Andalusia, losing his foot; on Thursday 2 February 1989 scuba diver 47-year-old Luciano Constanzo was attacked by a 6-metre shark at Baratti in Tuscany, being the first shark attack in Italy for 27 years; sharks had been seen around Favignana, and its Mattanza; Franco Cigala-Fulgosi of the University of Parva; Giuseppe Notarbartolo di Sciara of the Tethys Research Institute, and how pollution from the Po (river) has damaged life in the Adriatic Sea. Narrated by Bob Peck, produced by Frances Berrigan, directed by Jeremy Taylor, made by Cicada Films with Discovery Communications 24 September Under Fire, about current firefighting technology; it was made coincide with National Fire Safety Week; the dangers such as flashover, when combustible gases ignite at the same time, sometimes explosively; it featured York fire station officer John Taylor, and Harrogate fireman Stephen Fairweather, who looked at fires in this country and Sweden; Sweden began training for flashovers in 1984, and no-one has been killed since through that.
In biochemistry, cyclotides are small, disulfide-rich peptides isolated from plants. Typically containing 28–37 amino acids, they are characterized by their head-to-tail cyclised peptide backbone and the interlocking arrangement of their three disulfide bonds. These combined features have been termed the cyclic cystine knot (CCK) motif. To date, over 100 cyclotides have been isolated and characterized from species of the families Rubiaceae, Violaceae, and Cucurbitaceae. Cyclotides have also been identified in agriculturally important families such as the Fabaceae and Poaceae.
Extrapyramidal side effects such as: (which usually become apparent soon after therapy is begun or soon after an increase in dose is made) Muscle rigidity Hypokinesia Hyperkinesia Parkinsonism Tremor Akathisia Dystonia Dry mouth Constipation Hypersalivation – excessive salivation Blurred vision Diaphoresis – excessive sweating Nausea Dizziness Somnolence Restlessness Insomnia Overactivity Headache Nervousness Fatigue Myalgia Hyperprolactinemia and its complications such as: (acutely) Sexual dysfunction Amenorrhea – cessation of menstrual cycles Gynecomastia – enlargement of breast tissue in males Galactorrhea – the expulsion of breast milk that's not related to breastfeeding or pregnancy and if the hyperprolactinemia persists chronically, the following adverse effects may be seen: Reduced bone mineral density leading to osteoporosis (brittle bones) Infertility Dyspepsia – indigestion Abdominal pain Flatulence Nasal congestion Polyuria – passing more urine than usual Uncommon (0.1–1% incidence) adverse effects include
Sources: en.wikipedia.org
HPLC testing measures the presence and amount of one or more compounds in a liquid sample. It separates mixture components and records detector responses as peaks, which are compared with reference standards. Results are usually reported as concentrations or relative percentages.
Retention time is the interval between sample injection and the detector response for a given compound. It depends on the compound's interactions with the stationary and mobile phases under set conditions. Matching a retention time to a standard supports tentative identification but is not always unique.
HPLC alone can separate unknown compounds and provide retention times, but it often cannot identify them with certainty. Coupling HPLC to mass spectrometry gives mass information that improves identification. Confirmation usually requires comparison with reference standards or complementary techniques.
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.