Calibration curve is one of those subjects where the details matter more than the headlines. This page pulls together the background, the mechanisms, and the practical points readers ask about most.
Last reviewed on 2025-10-11. Where a claim depends on a specific study, the study is described rather than over-claimed.
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.
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.
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.
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.
| Property | Value | Notes |
|---|---|---|
| Separation mode | Reversed-phase | Most common for neutral and moderately polar analytes |
| Column particle size | 3–5 µm | Smaller particles improve resolution but raise backpressure |
| Mobile phase pH range | 2–8 | Silica-based columns may degrade outside this range |
| Typical flow rate | 1.0–2.0 mL/min | For analytical columns with 4.6 mm internal diameter |
| Common synonyms | HPLC, LC, high-pressure liquid chromatography | High-performance liquid chromatography is the standard expansion |
Method validation examines whether an HPLC procedure is suitable for its intended purpose. Common parameters include accuracy, precision, specificity, linearity, range, detection limit, quantification limit, and robustness. Accuracy describes closeness to a true or accepted value, while precision describes agreement among repeated measurements. Specificity shows whether the method can measure the analyte without interference from related substances. Robustness tests small deliberate changes in flow, temperature, or solvent composition. Validation is not a one-time event; methods may need partial revalidation after changes to instruments, columns, sample handling, or specification limits. Regulatory guidance provides frameworks, but some details remain method-specific.
Regulatory and pharmacopeial texts shape how HPLC testing is performed and documented. The International Council for Harmonisation provides validation guidance, while pharmacopeias publish general chromatography chapters and monographs for specific materials. Accreditation standards such as ISO/IEC 17025 address laboratory competence and traceability. Inspectors may review instrument qualification, analyst training, reference material control, and electronic records. Open questions include how best to validate methods for new complex products and how to handle automated data processing. Laboratories generally resolve these issues through risk assessment, method lifecycle management, and documented scientific justification.
In quality control laboratories, HPLC testing supports batch release, raw material checks, stability studies, and impurity profiling. A validated method defines sample preparation, instrument settings, calibration, and acceptance criteria. Analysts compare results with specifications and investigate out-of-specification outcomes before a batch is approved. Documentation includes chromatograms, integration records, audit trails, and reagent details. Because results influence product decisions, laboratories follow formal quality systems and data integrity rules. The exact tests and limits depend on the material, its intended use, and the applicable regulatory framework.
High-performance liquid chromatography testing separates components of a liquid sample by forcing a mobile phase through a packed column. The stationary phase inside the column interacts with analytes to different degrees, so each compound exits at a characteristic retention time. A pump delivers solvent at controlled flow and pressure, while an injector introduces a precise sample volume. Detectors such as ultraviolet-visible, fluorescence, refractive index, or mass spectrometric instruments record the separated bands. The resulting chromatogram provides qualitative and quantitative information about the mixture.
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.
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.
HPLC testing is not a single fixed procedure; it is a family of separation modes. Reversed-phase, normal-phase, ion-exchange, size-exclusion, and affinity chromatography each suit different analyte properties. Reversed-phase methods dominate because they handle many neutral and moderately polar compounds. Detection can be optical, electrochemical, or mass spectrometric, and the detector dictates what information is available. Coupling with mass spectrometry increases selectivity and enables identification when standards are unavailable. The technique cannot separate every mixture without adjustment.
== History == According to Junman Kang's King Gojong goes to Starbucks (한국어: 고종 스타벅스에 가다), Kang states that King Gojong was the first person to taste coffee in Korea. Antoinette Sontag, the sister-in-law of a Russian ambassador, treated the king to a cup of coffee in 1896. Koreans were curious about foreign cultures and the new beverage. Because it came from the West and resembled Asian herbal medicine that only the rich could afford, it was consumed as a symbol of westernization and modernization. In the early days, people called coffee shop or café "dabang". The very first dabang in Korea was built by Sontag as named Sontag Hotel at Junggu Jeongdong in Seoul in 1902. The modern type of dabangs dates from 1927 in Myeongdong and were spread to Jongno and Chungmuro. At first dabangs were open to the royal family and people in high positions and later were used as politicians' hall, artists' headquarters, and businessmen's meeting place. Koreans were fascinated by dabang because they enjoyed the practice of drinking coffee in dabang atmosphere; it was a great pleasure to experience using forks to have cake and drinking coffee in a teacup instead of using chopsticks and drinking Korean traditional soup out of a bowl. In mid-1900, dabangs continued to exist as a meeting place rather than as a place where people could drink coffee; however, it was not the time for ordinary citizens to consume coffee yet due to the high price.
As there are a number of different electron donors (organic matter in organotrophs, inorganic matter in lithotrophs), there are a number of different electron acceptors, both organic and inorganic. As with other steps of the ETC, an enzyme is required to help with the process. If oxygen is available, it is most often used as the terminal electron acceptor in aerobic bacteria and facultative anaerobes. An oxidase reduces the O2 to water while oxidizing something else. In mitochondria, the terminal membrane complex (Complex IV) is cytochrome oxidase, which oxidizes the cytochrome. Aerobic bacteria use a number of different terminal oxidases. For example, E. coli (a facultative anaerobe) does not have a cytochrome oxidase or a bc1 complex. Under aerobic conditions, it uses two different terminal quinol oxidases (both proton pumps) to reduce oxygen to water. Bacterial terminal oxidases can be split into classes according to the molecules act as terminal electron acceptors. Class I oxidases are cytochrome oxidases and use oxygen as the terminal electron acceptor. Class II oxidases are quinol oxidases and can use a variety of terminal electron acceptors. Both of these classes can be subdivided into categories based on what redox-active components they contain. E.g. Heme aa3 Class 1 terminal oxidases are much more efficient than Class 2 terminal oxidases. Mostly in anaerobic environments different electron acceptors are used, including nitrate, nitrite, ferric iron, sulfate, carbon dioxide, and small organic molecules such as fumarate.
== Influenza drug therapy == In October 2018, the United States FDA approved baloxavir marboxil for treatment of acute uncomplicated influenza, marking the first new influenza anti-viral drug class in over two decades. The drug utilizes knowledge about cap snatching by targeting and inhibiting the endonuclease function of the PA subunit, which will prevent the virus from initiating transcription. Baloxavir marboxil (Xofluza) is effective against both influenza A and B.
ventral) side of the thorax, and the assumption that injecting venom in the prey's abdomen leads to venom dilution due to the mixing of fluids in the circulatory system and the guts; the distance where the venom has to travel to be effective also increases, making it less efficient in disabling the prey. Two other concepts have been suggested to explain the reason for prey orientation - one suggested that venom is an expensive product to produce, hence venom conservation is essential; and the other concept suggested that striking the prey in that specific position (i.e. aligning the prey as the same orientation of the centipede) would allow the centipede to sufficiently restraint the prey until the venom takes effect.
=== Glycogenesis === Glycogenesis refers to the process of synthesizing glycogen. In humans, glucose can be converted to glycogen via this process. Glycogen is a highly branched structure, consisting of the core protein Glycogenin, surrounded by branches of glucose units, linked together. The branching of glycogen increases its solubility, and allows for a higher number of glucose molecules to be accessible for breakdown at the same time. Glycogenesis occurs primarily in the liver, skeletal muscles, and kidney. The Glycogenesis pathway consumes energy, like most synthetic pathways, because an ATP and a UTP are consumed for each molecule of glucose introduced.
Sources: en.wikipedia.org
Two rockets targeted Bannu Cantonment with one hitting a Circuit House and the other landing near a mosque. On 11 March, Pakistani officials stated that they had targeted two Taliban border outposts along the border in Zhob sector, forcing Taliban fighters to abandon their positions and seizing several weapons, including Russian-made 73 mm HGL-9 heavy grenade launchers. In border areas adjacent to Shawal in North Waziristan, Pakistani officials stated that they had targeted and destroyed another Taliban border outpost. Pakistani officials also said that since the onset of hostilities, at least 641 Afghan Taliban operatives had been killed and more than 855 injured. According to them, Pakistani forces had destroyed 243 check posts, captured and subsequently destroyed 42 more, destroyed 219 tanks, armored vehicles and artillery guns, and carried out air strikes on 65 locations across Afghanistan. Chinese Foreign Minister Wang Yi, during a telephone conversation with his Pakistani counterpart, said that China resolutely supported Pakistan's fight against terrorism. He added that Chinese officials were working with Taliban and Pakistani officials to find a path toward reconciliation. On the same day, an Afghan media outlet reported that Taliban were looking for a mediator to help end the conflict with Pakistan. Later that day, local sources report that Pakistani forces carried out artillery attacks in parts of Khost province. Taliban officials confirmed the attacks but said that the attacks injured 2 Afghan civilians and destroyed a number of houses.
Nucleic acid metabolism refers to the set of chemical reactions involved in the synthesis and degradation of nucleic acids (DNA and RNA). Nucleic acids are polymers (biopolymers) composed of monomers called nucleotides. Nucleotide synthesis is an anabolic process that typically involves the chemical reaction of a phosphate group, a pentose sugar, and a nitrogenous base. In contrast, the degradation of nucleic acids is a catabolic process in which nucleotides or nucleobases are broken down, and their components can be salvaged to form new nucleotides. Both synthesis and degradation reactions require multiple enzymes to facilitate these processes. Defects or deficiencies in these enzymes can lead to a variety of metabolic disorders.
The "Cave with the Ring-Bearing Doves" (Cave 123) had a type of "central pillar" structure, with niche and circumambulating corridor, but with a very uncharacteristic cubic main cella crowned by a magnificent dome decorated with divinities. The main cella forms a square vestibule or main hall (3.42 x 3.42 meters; 12 x 12 feet) in front of the pillar forming the back wall, the vestibule being surmounted by a decorated dome. The prototype for the dome decorated with standing Buddhist deities is to be found in Group C of the caves at Bamiyan. It can also be seen in some other caves in the region, such as in Kumtura. The cave is named after a pattern of "flying geese holding a wreath" (or ring). This pattern is also known from Cave 69, which is dated to 625–647 CE because of the depiction and inscription of a historically identified king. Because of this marker, Cave 123 may be dated to the same period. Two monumental Buddha images occupy the sides of the main cella. They have full-body "mandorla" halos filled with a multitude of sitting or standing Buddhas. These monumental images represent the second Great Miracle of the Sakyamuni Buddha at Shravasti. The myriads of Buddhas emanating from him, each standing on a lotus, are a result of his deep meditation at Shravasti, as recounted in the Divyavadana. This understanding of the Great Miracle is most prominent among the Sarvastivadin and the Mulasarvastivadin. The two monumental Buddhas are surrounded by attendants, some light-skinned and some dark-skinned, and a Vajrapani.
Soon after the Big Bang, roughly 14 Gya (14 billion years ago), the only chemical elements present in the universe were hydrogen, helium, and lithium, the three lightest atoms in the periodic table. These elements gradually condensed into vast clouds of gas, which collapsed under gravity into rotating protostellar disks. Gravitational accretion of material at the hot and dense centers of these disks formed the first stars by the fusion of hydrogen. Early stars were massive and short-lived, producing all the heavier elements by stellar nucleosynthesis. Such element formation proceeds to its most stable element Iron-56. Heavier elements were formed during supernovas at the end of a star's lifecycle. Carbon, currently the fourth most abundant element in the universe, was formed mainly in white dwarf stars. As these stars reached the end of their lifecycles, they ejected heavier elements, including carbon and oxygen, throughout the universe. These allowed for the formation of rocky planets. According to the nebular hypothesis, the Solar System began to form 4.6 Gya with the gravitational collapse of part of a giant molecular cloud. Most of the collapsing mass collected in the center, forming the Sun, while the rest flattened into a protoplanetary disk out of which the planets formed.
Sources: en.wikipedia.org
The marine sulfur cycle is driven by sulfate reduction because hydrogen sulfide is oxidized by microbes for energy or is oxidized abiotically. Dissimilatory sulfate reduction is driven by the degradation of buried organic matter and anaerobic oxidation of methane (AOM) both of which produce carbon dioxide. At depths where sulfate is depleted, methanogenesis is prevalent. At the sulfate-methane transition zone (SMTZ), the upwelling of methane produced by the methanogens is met by the anaerobic methanotrophic archaea in the SMTZ which oxidize it using sulfate as an electron acceptor. More sulfate is present at the SMTZ than methane. A 4:1 ratio of sulfate: methane is observed and the excess sulfate is directed towards organic matter degradation. Syntrophic aggregates of sulfate reducers and methanotrophs have been discovered and the underlying mechanisms observed include direct interspecies electron transfer using large multi heme complexes.
miRBase is considered to be the gold-standard miRNA database—it stores miRNA sequences detected by thousand of experiments. In this database each miRNA is associated with a miRNA precursor and with one or two mature miRNA (-5p and -3p). In the past it had always been said that the same miRNA precursor generates the same miRNA sequences. However, the advent of deep sequencing has now allowed researchers to detect a huge variability in miRNA biogenesis, meaning that from the same miRNA precursor many different sequences can be generated potentially have different targets, or even lead to opposite changes in mRNA expression.
60. Vopr Onkol. 2001;47(5):601-7. [Effect of vilon and epithalone on induction and growth of induced bladder neoplasms in rats]. [Article in Russian] Pliss GB(1), Mel'nikov AS, Malinin VV, Khavinson VKh. Author information: (1)N.N. Petrov Research Institute of Oncology, Ministry of Health of the RF, St. Petersburg. Experimental data on the effect of peptides--Vilon (Lys-Glu) and Epitalon (Ala-Glu-Asp-Gly)--on induction of urinary bladder tumors in rats are presented. Treatment with Vilon was followed by a significant fall in tumor incidence in 56% of experimental animals, as compared with 75.5% in control, as well as inhibition of early-onset neoplastic changes in the bladder mucosa. No inhibitory effect of Epitalon was recorded.
Sources: en.wikipedia.org
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.
The pump maintains a steady flow rate and pressure, which keeps retention times reproducible. Pulsation or flow errors can shift peaks and distort quantitation. Modern pumps use feedback control to reduce these variations.
HPLC alone usually separates compounds but does not always identify them. Retention time matching with a known standard provides tentative identification. Coupling HPLC to mass spectrometry adds mass information that supports structural identification.
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.