Calibration curve comes up often in conversation and rarely with the context attached. Here we lay out the basics in order, then work through the practical considerations.
Last reviewed on 2026-01-19. Where a claim depends on a specific study, the study is described rather than over-claimed.
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.
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.
System suitability testing is performed before and during analytical runs to confirm that the instrument and method are working as expected. Typical checks include retention time, peak area precision, resolution between critical pairs, tailing factor, and theoretical plate count. Acceptance criteria are set in the method or pharmacopeial monograph. If a suitability check fails, the run may be rejected and the instrument or sample preparation may need investigation. This practice helps prevent release of data from a system that has drifted out of control.
Quality control samples are inserted at intervals to monitor accuracy and precision throughout a batch. Blank samples detect contamination, while spiked samples assess recovery from the sample matrix. Calibration standards establish the relationship between detector response and concentration, and control samples are prepared independently from them whenever possible. Laboratories also participate in proficiency testing and maintain audit trails, instrument logs, and reagent records. Ongoing review of control charts can reveal trends before they cause out-of-specification results.
Method validation demonstrates that an HPLC procedure is suitable for its intended purpose. Common validation parameters include accuracy, precision, specificity, linearity, range, limit of detection, limit of quantification, and robustness. Accuracy reflects agreement with a reference value, while precision describes repeatability under defined conditions. Specificity shows whether the method can measure the analyte in the presence of impurities or matrix components. Validation documents are reviewed before a method is used for routine testing or regulatory submissions.
| Property | Value | Notes |
|---|---|---|
| Validation parameter | Accuracy | Closeness of measured value to accepted reference value |
| Validation parameter | Precision | Agreement among repeated measurements under specified conditions |
| System suitability check | Resolution ≥ 1.5 | Baseline separation between critical peak pair |
| System suitability check | Tailing factor ≤ 2.0 | Common target for peak symmetry |
| Documentation | Validation report | Summarizes experiments, acceptance criteria, and conclusions |
Documentation and traceability are central to regulated HPLC testing. Records typically include instrument logs, column history, mobile-phase preparation, sample preparation, injection sequences, raw chromatograms, and audit trails. Electronic systems may require user access controls, time-stamped changes, and backup procedures. Training records show that analysts are qualified for assigned methods. Audits and inspections check whether written procedures match actual practice and whether deviations are documented. These controls support reproducibility and allow results to be reconstructed if questions arise later.
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.
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.
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.
C6H4(C2H5)2 → C6H4(C2H3)2 + 2 H2 Divinylbenzene is usually encountered as a 2:1 mixture of m- and p-divinylbenzene, containing also the corresponding isomers of ethylvinylbenzene. Styrene and divinylbenzene react to form the copolymer styrene-divinylbenzene, S-DVB or Sty-DVB. The resulting cross-linked polymer is mainly used for the production of ion exchange resin and Merrifield resins for peptide synthesis.
Citalopram is sold as a racemic mixture, consisting of 50% (R)-(−)-citalopram and 50% (S)-(+)-citalopram. Only the (S)-(+) enantiomer has the desired antidepressant effect. Lundbeck now markets the (S)-(+) enantiomer, the generic name of which is escitalopram. Whereas citalopram is supplied as the hydrobromide, escitalopram is sold as the oxalate salt (hydrooxalate). In both cases, the salt forms of the amine make these otherwise lipophilic compounds water-soluble.
Similarly, the vast majority of Brazilian electricity is derived from renewable sources: 83% compared to 25% worldwide. The leading sources are hydraulic energy at 64.9%; biomass, 8.4%; wind, 8.6%; solar, 1%; natural gas, 9.3%; oil products, 2%; nuclear, 2.5%; and coal and derivatives, 3.3%. Brazil has the largest electricity sector in Latin America; its capacity at the end of 2021 was 181,532 MW. The Brazilian government has embarked on a program over the decades to reduce dependence on imported oil, which previously accounted for more than 70% of the country's oil needs. Brazil became self-sufficient in oil in 2006–2007. By the end of 2021, the country was the seventh largest oil producer in the world, with an average of nearly three million barrels per day, and became an exporter of the product.
With a decreasing number of mothers who breast-feed, more infants become obese children as they grow up and are reared on infant formula instead. Fewer children go outside and engage in active play as technology, such as television and video games, keeps children indoors. Rather than walking or biking to a bus-stop or directly to school, more school-age children are driven to school by their parents, reducing physical activity. As family sizes decrease, the children's pester power, their ability to force adults to do what they want, increases. This ability enables them to have easier access to calorie-packed foods, such as candy and soda drinks. The social context around family meal-time plays a role in rates of childhood obesity.
Sources: en.wikipedia.org
Boat troop – specialists in maritime skills including diving using rebreathers, using kayaks (canoes) and rigid-hulled inflatable boats and often train with the Special Boat Service. Air troop – experts in free fall parachuting and high-altitude parachute operations including High-Altitude Low Opening (HALO) and High-Altitude High Opening (HAHO) techniques. Mobility troop – specialists in using vehicles and are experts in desert warfare. They are also trained in an advanced level of motor mechanics to field-repair any vehicular breakdown. Mountain troop – specialists in Arctic combat and survival, using specialist equipment such as skis, snowshoes and mountain climbing techniques. In 1980 R Squadron (which has since been renamed L Detachment) was formed; its members are all ex-regular SAS regiment soldiers who have a commitment to reserve service. 22 SAS squadron duty rotations are set up as such that one squadron is maintained on Counter-Terrorism duty in the UK; a second will be on a deployment; a third will be preparing for deployment whilst conducting short term training; and the fourth will be preparing for long-term overseas training such as jungle or desert exercises. In times of war, such as the 2003 invasion of Iraq, it is not uncommon for two squadrons to be deployed.
In adults, the primary metabolic pathway for paracetamol is glucuronidation. This yields a relatively non-toxic metabolite, which is excreted into bile and passed out of the body. A small amount of the drug is metabolized via the cytochrome P-450 pathway (to be specific, CYP3A4 and CYP2E1) into NAPQI, which is extremely toxic to liver tissue, as well as being a strong biochemical oxidizer. In an average adult, only a small amount (approximately 10% of a therapeutic paracetamol dose) of NAPQI is produced, which is inactivated by conjugation with glutathione (GSH). The amount of NAPQI produced differs in certain populations. The minimum dosage at which paracetamol causes toxicity usually is 7.5 to 10g in the average person. The lethal dose is usually between 10 g and 15 g. Concurrent alcohol intake lowers these thresholds significantly. Chronic alcoholics may be more susceptible to adverse effects due to reduced glutathione levels. Other populations may experience effects at lower or higher dosages depending on differences in P-450 enzyme activity and other factors which affect the amount of NAPQI produced. In general, however, the primary concern is accidental or intentional paracetamol overdose. When a toxic dose of paracetamol is ingested, the normal glucuronide pathway is saturated and large amounts of NAPQI are produced. Liver reserves of glutathione are depleted by conjugation with this excess NAPQI.
A 0.01% ivermectin topical preparation for treating ear mites in cats is available. Clinical evidence suggests 7-week-old kittens are susceptible to ivermectin toxicity. Ivermectin is sometimes used as an acaricide in reptiles, both by injection and as a diluted spray. While this works well in some cases, care must be taken, as several species of reptiles are very sensitive to ivermectin. Use in turtles is particularly contraindicated. A characteristic of the antinematodal action of ivermectin is its potency: for instance, to combat Dirofilaria immitis in dogs, ivermectin is effective at 0.001 milligram per kilogram of body weight when administered orally.
===== Second generation ===== In the 1970s, manufacturers presented the second generation of breast implant prostheses that featured functional developments and aesthetic improvements to the technology:
== Clinical significance == Serine/threonine kinase (STK) expression is altered in many types of cancer. Limited benefit of serine/threonine kinase inhibitors has been demonstrated in ovarian cancer. Serine/threonine protein kinase p90-kDa ribosomal S6 kinase (RSK) is in involved in development of some prostate cancers. Raf inhibition has become the target for new anti-metastatic cancer drugs as they inhibit the MAPK cascade and reduce cell proliferation.
Sources: en.wikipedia.org
=== Photothermal agents === Gold nanorods are being investigated as photothermal agents for in-vivo applications. Gold nanorods are rod-shaped gold nanoparticles whose aspect ratios tune the surface plasmon resonance (SPR) band from the visible to near-infrared wavelength. The total extinction of light at the SPR is made up of both absorption and scattering. For the smaller axial diameter nanorods (~10 nm), absorption dominates, whereas for the larger axial diameter nanorods (>35 nm) scattering can dominate. As a consequence, for in-vivo studies, small diameter gold nanorods are being used as photothermal converters of near-infrared light due to their high absorption cross-sections. Since near-infrared light transmits readily through human skin and tissue, these nanorods can be used as ablation components for cancer, and other targets. When coated with polymers, gold nanorods have been observed to circulate in-vivo with half-lives longer than 6 hours, bodily residence times around 72 hours, and little to no uptake in any internal organs except the liver. Despite the unquestionable success of gold nanorods as photothermal agents in preclinical research, they have yet to obtain the approval for clinical use because the size is above the renal excretion threshold. In 2019, the first NIR-absorbing plasmonic ultrasmall-in-nano architecture has been reported, and jointly combine: (i) a suitable photothermal conversion for hyperthermia treatments, (ii) the possibility of multiple photothermal treatments and (iii) renal excretion of the building blocks after the therapeutic action.
== Criticism == In a 2002 lawsuit against McDonald's, a judge commented that Chicken McNuggets are a "McFrankenstein" creation. The judge identified that rather than being merely chicken fried in a pan, McNuggets included elements not utilized by the home cook, including unusual sounding ingredients such as extracts of rosemary, vitamins (niacin, thiamine mononitrate, riboflavin, and folic acid) all of which are common in enriched flour, and leavening (baking soda, calcium lactate, etc.). The 2004 documentary Super Size Me states that "[o]riginally created from old chickens that can no longer lay eggs, McNuggets are now made from chickens with unusually large breasts. They're stripped from the bone, and ground-up into a sort of 'chicken mash', which is then combined with all sorts of stabilizers and preservatives, pressed into familiar shapes, breaded, deep-fried, freeze-dried, and then shipped to a McDonald's near you." Super Size Me also alleged inclusion of ingredients such as TBHQ, polydimethylsiloxane, and others not used by a typical home cook. This was subsequently restated by CNN. Marion Nestle, a New York University professor and author of What to Eat, says that the ingredients in McNuggets probably pose no health risks. Before August 2016, dimethylpolysiloxane and TBHQ were listed as ingredients in the McNuggets cooking process. According to Lisa McComb, a media relations representative for McDonald's, dimethylpolysiloxane is used as a matter of safety to keep the frying oil from foaming.
glutathione disulfide + protein-dithiol Thus, the two substrates of this enzyme are glutathione and protein disulfide, whereas its two products are glutathione disulfide and protein dithiol. In humans, at least one protein, TXNDC12, is thought to have enzyme activity of this type based on relatively recent data (2003). Historically, the breaking of the disulfide bonds of insulin was thought to be catalyzed by an enzyme of this class, which researcher’s called “glutathione-insulin transhydrogenase” (GIT). Later, the enzyme in question was found to be of the protein disulfide-isomerase family, leading to some ambiguity in the nomenclature. This enzyme belongs to the family of oxidoreductases, specifically those acting on a sulfur group of donors with a disulfide as acceptor. The systematic name of this enzyme class is glutathione:protein-disulfide oxidoreductase. Other names in common use include glutathione-insulin transhydrogenase, insulin reductase, reductase, protein disulfide (glutathione), protein disulfide transhydrogenase, glutathione-protein disulfide oxidoreductase, protein disulfide reductase (glutathione), GSH-insulin transhydrogenase, protein-disulfide interchange enzyme, protein-disulfide isomerase/oxidoreductase, thiol:protein-disulfide oxidoreductase, and thiol-protein disulphide oxidoreductase. This enzyme participates in glutathione metabolism.
== Discovery and design == Screening the GSK compound collection and various libraries identified 2,5-diketopiperazines (2,5-DKPs) exemplified by 1 as novel and selective antagonists at the human oxytocin receptor (OTR). The lead, 1, showed potency of Ki = 300nM as a mixture of isomers in the amide side-chain. Initial structure–activity relationship (SAR) studies led to the semi-rigid and chirally pure 2,5-DKP 2 (Ki = 4nM), with cis disposed substituents at C-3 and C-6 and the R side-chain configuration at C-7. The optimal activity was shown to lie in the (3R, 6R, 7R) series (e.g., 2, 3) and an indanyl group was preferred at C-3, while at C-6, a 4-carbon branched alkyl was shown to be optimal.
Paxillosida (7 families, 48 genera, 372 species) This is a primitive order whose members do not extrude their stomach when feeding and both anus and tube feet suckers are absent. Papulae are present on their aboral surface, and they possess marginal plates and paxillae. They mostly inhabit soft substrates. There is no brachiolaria stage in their larval development. The comb starfish (Astropecten polyacanthus) is a member of this order. Spinulosida (1 family, 8 genera, 121 species) Most species in this order lack pedicellariae; all have a delicate skeletal arrangement with small or no marginal plates on the disc or arms. They have numerous groups of short spines on the aboral surface.
Sources: en.wikipedia.org
It is a set of checks performed before or during an HPLC run to confirm the system works as expected. Parameters may include resolution, tailing factor, theoretical plates, and retention time precision. Failure can trigger maintenance, method adjustment, or repeat analysis.
Validation follows a planned protocol that tests accuracy, precision, specificity, linearity, range, detection limits, quantitation limits, and robustness. Results are compared against predefined acceptance criteria. The validation report supports regulatory filing or routine use.
Revalidation may be needed after changes to column chemistry, mobile phase, detection, sample preparation, or instrument type. It can also follow a pattern of out-of-specification results. The scope depends on whether the change affects method performance.
Method validation is the documented process of showing that an HPLC procedure produces reliable results for a defined purpose. It examines parameters such as accuracy, precision, specificity, linearity, and robustness. Regulators and quality systems often require validation before routine use.