This is a working overview of calibration curve, written for readers who want more than a one-paragraph summary but less than a textbook.
This page was last updated on 2026-02-14 and is reviewed periodically as new material appears.
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.
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.
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 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. |
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.
Developing an HPLC method begins with defining the purpose, such as quantifying a main component, measuring impurities, or confirming identity. Analysts select separation mode, column, mobile phase, detection, and sample preparation based on analyte properties and matrix. Experiments vary solvent strength, pH, buffer type, and temperature to achieve resolution between critical peaks. The goal is a robust method that produces reliable results across instruments and operators. Method development often involves trial runs and statistical optimization.
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.
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.
A common pathological cause for a high BMR is fever, since a rise in body temperature increases the rate of cellular metabolic reactions. It is estimated that for every degree Fahrenheit of rise in body temperature, the BMR increases by 7 percent. Thyroid disease also has a marked effect on BMR, since thyroid hormones regulate the rate of cellular metabolism. Hyperthyroidism—in which there is an increase in the production of thyroid hormones—leads to a high BMR, while hypothyroidism—in which thyroid hormones are depleted—causes a low BMR. Prolonged periods of abnormal nutrition cause an adaptive change in BMR; this helps the body to maintain a stable body weight in response to the change in food supply. In prolonged malnutrition, the BMR declines, while in prolonged overnutrition, the BMR is increased. Cancer sometimes causes an increase in BMR, perhaps because the cancer cells that form tumors have a high level of metabolic activity.
Gastrointestinal side-effects (nausea, vomiting, diarrhoea) are common; the delayed-release formulation is meant to help overcome this problem. It is also a cause of drug-induced hepatitis. Patients with glucose-6-phosphate dehydrogenase deficiency should avoid taking aminosalicylic acid as it causes haemolysis. Thyroid goitre is also a side-effect because aminosalicylic acid inhibits the synthesis of thyroid hormones. Drug interactions include elevated phenytoin levels. When taken with rifampicin, the levels of rifampicin in the blood fall by about half. It is not known whether it will harm an unborn baby. With heat, 4-aminosalicylic acid is decarboxylated to produce CO2 and 3-aminophenol.
Lutetium is a chemical element; it has symbol Lu and atomic number 71. It is a silvery white metal which resists corrosion in dry air, but not in moist air. Lutetium is the last element in the lanthanide series, and it is traditionally counted among the rare earth elements; it can also be classified as the first element of the sixth-period transition metals. Lutetium was independently discovered in 1907 by French scientist Georges Urbain, Austrian mineralogist Baron Carl Auer von Welsbach, and American chemist Charles James. All of these researchers found lutetium as an impurity in ytterbium. The dispute on the priority of the discovery occurred shortly after, with Urbain and Welsbach accusing each other of publishing results influenced by the published research of the other; the naming honor went to Urbain, as he had published his results earlier. He chose the name lutecium for the new element honoring the Latin name for Paris, Lutetia. In 1949 the spelling was changed to lutetium. In 1909, the priority was finally granted to Urbain and his names were adopted as official ones; however, the name cassiopeium (or later cassiopium) for element 71 proposed by Welsbach was used by many German scientists until the 1950s. Lutetium is not a particularly abundant element, although it is significantly more common than silver in the Earth's crust. It has few specific uses. Lutetium-176 is a relatively abundant (2.6%) radioisotope with a half-life of about 38 billion years, used to determine the age of minerals and meteorites.
30 October – A study finds that the world's remaining carbon budget for 1.5 °C of global warming is only half that of previous estimates, at less than 250 gigatonnes of carbon dioxide, or around six years of annual worldwide emissions. 31 October The first discovery of a virus, phage MiniFlayer, that attaches to another helper virus is reported. The coalition of research organizations and science funders behind Plan S publishes a proposal for moving scholarly communication towards open science practices that are more transparent, accessible, efficient and without author fees. Hazard research is published: a study further confirms noncompensable moist heat extremes will be beyond bounds of past human evolutionary environments for billions of people (9 Oct), an analysis calls for health policy regarding unhealthy ultra-processed foods (9 Oct), an analysis calls for action regarding the summarized environmental footprint of bitcoin mining (9 Oct), a global assessment of risk from increasing pollinator loss to crop pollination shows cocoa and coffee at high risk (12 Oct), a training data poisoning technique, 'Nightshade', against generative AI software specific to select prompts is described (20 Oct), a study indicates low deep sleep percentage is a modifiable dementia risk factor (30 Oct).
Sources: en.wikipedia.org
Their Diversions in the Winter is Riding Sleys about three or four Miles out of Town, where they have Houses of entertainment at a place called Bowery, and some go to friends Houses who handsomely treat them. [...] I believe we mett 50 or 60 slays that day – they fly with great swiftness and some are so furious that they'le turn out of the path for none except a Loaden Cart. Nor do they spare for any diversion the place affords, and sociable to a degree, they'r Tables being as free to their Naybours as to themselves. By 1766, when John Montresor made his detailed plan of New York, "Bowry Lane", which took a more north-tending track at the rope walk, was lined for the first few streets with buildings that formed a solid frontage, with market gardens behind them; when Lorenzo Da Ponte, the librettist for Mozart's Don Giovanni, The Marriage of Figaro, and Così fan tutte, immigrated to New York City in 1806, he briefly ran one of the shops along the Bowery, a fruit and vegetable store. In 1766, straight lanes led away at right angles to gentlemen's seats, mostly well back from the dusty "Road to Albany and Boston", as it was labeled on Montresor's map; Nicholas Bayard's was planted as an avenue of trees. James Delancey's grand house, flanked by matching outbuildings, stood behind a forecourt facing Bowery Lane; behind it was his parterre garden, ending in an exedra, clearly delineated on the map.
Ramelteon has no appreciable affinity for the GABA receptors or for receptors that bind neuropeptides, cytokines, serotonin, dopamine, noradrenaline, acetylcholine, and opioids. Ramelteon also does not interfere with the activity of a number of selected enzymes in a standard panel.
Thus, decaffeination of tea requires more care to maintain tannin content than decaffeination of coffee in order to preserve this flavor. Preserving tannins is desirable not only because of their flavor, but also because they have been shown to have anticarcinogenic, antimutagenic, antioxidative, and antimicrobial properties. Specifically, tannins accelerate blood clotting, reduce blood pressure, decrease the serum lipid level, and modulate immunoresponses. Certain processes during normal production might help to decrease the caffeine content directly, or simply lower the rate at which it is released throughout each infusion. In China, this is evident in many cooked pu-erh teas, as well as more heavily fired Wuyi Mountain oolongs; commonly referred to as 'zhonghuo' (mid-fired) or 'zuhuo' (high-fired). A generally accepted statistic is that a cup of normal black (or red) tea contains 40–50 mg of caffeine, roughly half the content of a cup of coffee. Although a common technique of discarding a short (30 to 60 seconds) steep is believed to much reduce caffeine content of a subsequent brew at the cost of some loss of flavor, research suggests that a five-minute steep yields up to 70% of the caffeine, and a second steep has one-third the caffeine of the first (about 23% of the total caffeine in the leaves).
Regular feeding to avoid fasting Use of medium-chain triglyceride (MCT) or triheptanoin supplements and carnitine supplements Low-fat diet Hospitalization with intravenous fluids containing at least 10% dextrose Bicarbonate therapy for severe metabolic acidosis Management of high ammonia levels and muscle breakdown Cardiomyopathy management Regular monitoring of nutrition, blood and liver tests with annual fatty acid profile Growth, development, heart and neurological assessments and eye evaluations
== History == The code name "Looking Glass" came from the aircraft's ability to "mirror" the command and control functions of the underground command post at the U.S. Air Force's Strategic Air Command (SAC) headquarters at Offutt AFB, Nebraska.
Sources: en.wikipedia.org
=== Effects on longitudinal bone growth === Cilostazol has been investigated in preclinical models as a stimulator of endochondral bone growth. PDE3 is expressed in proliferating chondrocytes of the growth plate, and that Pde3b-knockout mice show enlargement of the tibia and other long bones. In embryonic mouse metatarsal explant cultures, cilostazol at 10 μM increased longitudinal outgrowth over four days, expanding the round and columnar chondrocyte zones and increasing alcian-blue-stained extracellular matrix; the PDE3 inhibitors milrinone, anagrelide and olprinone produced comparable effects, while inhibitors selective for PDE2 or PDE10 did not. When three-week-old C57BL/6 mice received daily intraperitoneal injections of cilostazol at 10 mg/kg for four weeks, naso-anal body length was significantly greater than in vehicle-treated controls, and a similar growth-promoting effect was observed in Fgfr3-transgenic mice, a model of achondroplasia. Mechanistically, the authors proposed that PDE3 inhibition raises intracellular cyclic GMP in growth-plate chondrocytes — cilostazol-treated bones showed an approximately 1.7-fold increase in cGMP — activating protein kinase G, which phosphorylates plasma-membrane potassium channels. The resulting membrane hyperpolarisation is thought to enhance the driving force for TRPM7-mediated Ca²⁺ entry and thereby stimulate cartilage matrix synthesis, converging on the C-type natriuretic peptide (CNP) signalling axis targeted clinically by vosoritide.
==== Afonso Dias' acquittal ==== "The silence of Afonso Dias made us think of the worse. The only explanation that I find for him to continue to not talk is that he is hiding something even worse than what is being discussed. (...) Afonso has the legal right of being silent, but not the moral right (...) He still has time to regret. We have the remote hope that Afonso Dias comes to his senses as a man and says what happened." - Ricardo Sá Fernandes, 2012In Dias' trial, the following facts were given as proven by the judge Carla Fraga: In the day of Mendonça's disappearance, a man introduced an 11-year-old boy to the prostitute, Alcina Dias. According to the court's hypothesis, it could have been another man and another boy. Mendonça got in Dias' car and left his bike next to the meeting place. Seven witnesses confirmed that Mendonça had two meetings with Dias. Dias was going to introduce Mendonça and João André Mendonça to the prostitutes. However, the court said it was not proven that Dias had formulated a plan for Mendonça to have sexual relations with the prostitutes. Dias ordered that João André Mendonça did not tell anyone about the invitation that he made to meet with the prostitutes, as he was afraid of "becoming a suspect." Such proven facts did not avoid the defendant's acquittal in March 2012.
== Clinical significance == Mutations in ADNP are the cause of ADNP syndrome. Although it is unclear how mutations in the ADNP gene affect ADNP protein function, researchers suggest that the mutations result in abnormal chromatin remodeling. Disturbance of this process alters the activity of many genes and disrupts development or function of several of the body's tissues and organs, including the brain.
== Genetics == Congenital muscular dystrophies (CMDs) are autosomal recessively inherited, except in some cases of de novo gene mutation and Ullrich congenital muscular dystrophy. This means that in most cases, both parents must be carriers of a CMD gene in order for it to be inherited. CMDs are heterogenous and thus far there have been 35 genes discovered to be involved with different forms of CMD resulting from these mutations. There are different forms of CMD, often categorized by the protein changes caused by an atypical gene. One group of forms is that for which a patient with affected genes displays defects in genes necessary to the function of the extracellular matrix. One such form is merosin-deficient congenital muscular dystrophy (MDC1A), which accounts for around one-third of all CMD cases and is caused by mutations in the LAMA2 gene on the 6q2 chromosome, encoding for the laminin-α2 chain. Laminin-α2 is an essential part of proteins like Laminin-2 and Laminin-4 that have important functions in muscle movement, and most patients with a mutated LAMA2 gene have no expression of Laminin-α2 in muscle tissue. Another form in this group is Ullrich congenital muscular dystrophy, which is caused by mutations in the COL6A1, COL6A2 and COL6A3 genes that encode for three of the alpha chains making up Collagen VI. Collagen VI is important in muscle, tendon, and skin tissue, and functions to attach cells to the extracellular matrix. Ullrich CMD can be caused by both autosomal recessive or autosomal dominant mutations, although dominant mutations are usually de novo.
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.
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.