If you have been reading about Calibration curve 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 2025-09-06. Where a claim depends on a specific study, the study is described rather than over-claimed.
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.
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.
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.
Detection in HPLC testing commonly relies on ultraviolet-visible absorbance, fluorescence, refractive index, or mass spectrometry. A diode array detector records full spectra across a wavelength range, which helps identify co-eluting peaks. Mass spectrometry provides mass-to-charge ratios and can confirm molecular identity at low concentrations. The choice of detector depends on analyte structure, required sensitivity, and whether quantitation or identification is the goal. No single detector works for every compound, and method development often compares responses before selecting one.
| 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 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.
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.
HPLC testing is an analytical technique used to separate, identify, and quantify components in a liquid sample. It relies on a pressurized mobile phase that carries the sample through a column packed with stationary phase. Different compounds travel at different rates because of interactions with the stationary and mobile phases. The resulting signal versus time is a chromatogram. Peak position indicates identity under specified conditions, while peak area or height relates to amount.
Laboratories apply HPLC testing across pharmaceutical, food, environmental, and industrial chemistry. The method can measure active ingredients, impurities, additives, preservatives, and degradation products. Sample preparation often includes dilution, filtration, and sometimes extraction or derivatization. The choice of column, mobile phase, pH, temperature, and detector depends on the analytes and matrix. Results are compared with reference standards to assign identity and concentration. Method suitability is judged by resolution, precision, and accuracy.
== Properties == The physical and chemical properties of magnetic nanoparticles largely depend on the synthesis method and chemical structure. In most cases, the particles range from 1 to 100 nm in size and may display superparamagnetism.
Caffeine is a central nervous system (CNS) stimulant of the methylxanthine class and is the most commonly consumed psychoactive drug globally. It is mainly used for its eugeroic (wakefulness promoting), ergogenic (physical performance-enhancing), or nootropic (cognitive-enhancing) properties (particularly in workplace settings); it is also used recreationally, often in social settings. Caffeine acts by blocking the binding of adenosine at a number of adenosine receptor types, inhibiting the centrally depressant effects of adenosine and enhancing the release of acetylcholine. Caffeine has a three-dimensional structure similar to that of adenosine, which allows it to bind and block its receptors. Caffeine also increases cyclic AMP levels through nonselective inhibition of phosphodiesterase, increases calcium release from intracellular stores, and antagonizes GABA receptors, although these mechanisms typically occur at concentrations beyond usual human consumption. Caffeine is a bitter, white crystalline purine, a methylxanthine alkaloid, and is chemically related to the adenine and guanine bases of deoxyribonucleic acid (DNA) and ribonucleic acid (RNA). It is found in the seeds, fruits, nuts, or leaves of a number of plants native to Africa, East Asia, and South America and helps to protect them against herbivores and from competition by preventing the germination of nearby seeds, as well as encouraging consumption by select animals such as honey bees.
Fifty years after the introduction of fluoxetine and other SSRIs, these drugs remain widely used and effective for depression. Concerns about over prescription, under-treatment of depression through other modalities, and role in the over-medicalization of normal life remain debated.
Datopotamab deruxtecan, sold under the brand name Datroway, is an anti-cancer medication used for the treatment of breast cancer. It is a Trop-2-directed antibody and topoisomerase inhibitor antibody-drug conjugate. The most common adverse reactions, including laboratory abnormalities, include stomatitis, nausea, fatigue, decreased leukocytes, decreased calcium, alopecia, decreased lymphocytes, decreased hemoglobin, constipation, decreased neutrophils, dry eye, vomiting, increased ALT, keratitis, increased AST, and increased alkaline phosphatase. Datopotamab deruxtecan was approved for medical use in the United States in January 2025, and in the European Union in April 2025.
Sources: en.wikipedia.org
The limited number of SADF troops available near the border could not halt the continued progress of the Cuban army or reduce the threat to South West Africa. There were simply too few personnel and resources to secure the broad defensive positions along the Cutline against a conventional force in divisional strength. Nevertheless, the SADF was able to slow the Cuban offensive with a series of effective delaying actions throughout mid-1988, an initiative known as Operation Excite. When South African officials warned against an invasion of South West Africa, Castro retorted that they were "in no position to demand anything". Havana also issued an ambiguous statement which read, "we are not saying we will not go into Namibia". The South African government responded by mobilising 140,000 reservists—a figure almost unprecedented in SADF history—and threatening severe repercussions on any Cuban unit which crossed the border.
Humans exhibit a variety of abilities. This includes an ability of emotional Hedonic Adaptation, an idea suggesting that beauty, fame and money do not generally have lasting effects on happiness (this effect has also been called the Hedonic treadmill). In this vein, some research has suggested that only recent events, meaning those that occurred within the last 3 months, affect happiness levels. The tendency to adapt, and therefore return to an earlier level of happiness, is illustrated by studies showing lottery winners are no happier in the years after they've won. Other studies have shown paraplegics are nearly as happy as control groups that are not paralyzed, after equally few years. Daniel Kahneman explains: "they are not paraplegic full time... It has to do with allocation of attention". Thus, contrary to our impact biases, lotteries and paraplegia do not change experiences to as great a degree as we would believe. However, in a newer study (2007), winning a medium-sized lottery prize had a lasting mental wellbeing effect of 1.4 GHQ points on Britons even two years after the event. Moreover, adaptation can be a very slow and incomplete process. Distracting life changes such as the death of a spouse or losing one's job can show measurable changes in happiness levels for several years. Even the "adapted" paraplegics mentioned above did ultimately report lower levels of pleasure (again, they were happier than one would expect, but not fully adapted).
During Bukele's presidency, El Salvador has hosted a number of international sporting events and one edition of the Miss Universe beauty pageant. Some experts have described El Salvador's hosting of such events as an attempt at sportswashing. Bukele has promoted surfing as part of El Salvador's tourism market. He designated part of El Salvador's Pacific coastline in the La Libertad Department as "Surf City", where the 2021 and 2023 ISA World Surfing Games were hosted. El Salvador also hosted the 2023 Central American and Caribbean Games. At the tournament's opening ceremony, Bukele rebuked critics by saying that he was "not a dictator" and told them to ask everyday Salvadorans what they thought about his "supposed dictatorship". In January 2023, Bukele announced that El Salvador would host the Miss Universe 2023 pageant; the last time El Salvador had hosted Miss Universe was in 1975. At the pageant, Bukele said that Miss Universe had given El Salvador the opportunity to "show the world what we are capable of". On the day of the pageant, 300 members of the Movement for Victims of the State of Emergency held a protest demanding the release of innocent victims of the country's gang crackdown and wanting "Miss Universe to see that Salvadorans are suffering". Some protestors wore sashes reading "Miss Political Prisoners", "Miss Persecution", and "Miss Mass Trials".
== Side effects == There had been concern that lorcaserin could cause cardiac valvulopathy based upon the reports of subjects taking the drug in Phase 2 trials. However, a 2016 Phase 3 clinical trial found no statistically significant differences in valvulopathy rates compared to control, being 2.4% for the drug subjects and 2.0% for controls, and concluded that the drug was safe for the target population although more long-term data was needed. FDA required a post-marketing cardiovascular safety trial as a condition of lorcaserin's approval (a requirement for all weight management drugs since the withdrawal of sibutramine in 2010 due to cardiovascular harm). The CAMELLIA-TIMI 61 trial was conducted for this purpose, and it showed no difference in rates of major adverse cardiovascular events ("MACE+", a composite of "cardiovascular death, myocardial infarction, stroke, hospitalization for unstable angina, heart failure, or any coronary revascularization") between lorcaserin and placebo. However secondary analysis of CAMELLIA-TIMI 61 by FDA showed a likely higher cancer risk in those taking lorcaserin. The trial was conducted in approximately 12,000 participants over five years and more patients taking lorcaserin were diagnosed with cancer compared to patients taking placebo. CAMELLIA-TIMI 61 was powered to detect differences in MACE, but was not adequately powered to detect differences in cancer rates over the five-year study period.
. It is used as a measure of affinity, with higher values indicating a lower affinity. For the given equation (E = enzyme, S = substrate, P = product), E + S ⟺ k − 1 k 1 E S ⟺ k 2 E + P {\displaystyle E+S{\overset {k_{1}}{\underset {k_{-}{1}}{\Longleftrightarrow }}}ES{\overset {k_{2}}{\Longleftrightarrow }}E+P} k d {\displaystyle k_{d}} would be equivalent to k − 1 / k 1 {\displaystyle k_{-1}/k_{1}} , where k 1 {\displaystyle k_{1}} and k − 1 {\displaystyle k_{-1}} are the rates of the forward and backward reaction, respectively in the conversion of individual E and S to the enzyme substrate complex. Information theory allows for a more quantitative definition of specificity by calculating the entropy in the binding spectrum. The chemical specificity of an enzyme for a particular substrate can be found using two variables that are derived from the Michaelis-Menten equation. k m {\displaystyle k_{m}} approximates the dissociation constant of enzyme-substrate complexes. k c a t {\displaystyle k_{cat}}
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.
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.