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 2026-04-22 and is reviewed periodically as new material appears.
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.
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.
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.
| Property | Value | Notes |
|---|---|---|
| Primary guidance | ICH Q2(R2) | Analytical procedure validation |
| Compendial chapter | USP <621> | Chromatography general chapter |
| Validation parameter | Accuracy | Closeness to accepted true value |
| System suitability check | Peak resolution | Ensures separation between adjacent peaks |
| Data record | Audit trail | Supports data integrity and traceability |
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.
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.
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.
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.
Quality control for HPLC testing combines scheduled checks, documented procedures, and review of results. Before sample analysis, system suitability testing confirms that the instrument, column, and method meet predefined criteria. Common criteria include resolution between critical peaks, retention time precision, peak tailing, and theoretical plate count. Failure triggers investigation before results are reported. Records link raw data, calculations, instrument logs, and analyst identity to each batch, supporting audits and repeat analysis.
A notation has been developed for indicating peptide fragments that arise from a tandem mass spectrum. Peptide fragment ions are indicated by a, b, or c if the charge is retained on the N-terminus and by x, y or z if the charge is maintained on the C-terminus. The subscript indicates the number of amino acid residues in the fragment. Prime symbols indicate the number of protons or hydrogens added to the fragment to form the observed ion. For example, y'' denotes the singly charged ion analogous to a protonated peptide, (y''')2+ is a doubly charged ion analogous to a doubly protonated peptide.
== History == The Tetra Brik package was introduced in 1963, after a long process of development and built on the previous Tetra Classic tetrahedron package that laid the foundation for Tetra Pak. Despite the revolutionary character of the new retail system, by the end of the 1950s Ruben Rausing and the Tetra Pak management team realised that the Tetra Pak package portfolio needed to be supplemented by an additional rectangular model to continue to be competitive. Large amounts were spent on development, and in 1963 the first Tetra Brik packaging machine was installed in Motala in central Sweden. Due to its effective use of space and materials and the increased efficiency in distribution and storage that resulted from the rectangular shape, the Tetra Brik soon became Tetra Pak's best seller in Sweden and internationally and paved the way for Tetra Pak's enormous success during the 1970s and onwards. The Tetra Brik package family has since been extended and is currently composed of Tetra Brik and Tetra Brik Aseptic in the shapes Base, Square and Edge, ranging from volumes of 80 to 2000 ml and with a number of different caps. Tetra Brik has been distinguished as one of the 20th century's design icons. It featured in the 2004 Museum of Modern Art New York exhibition Humble Masterpieces and in the 2011 London Science Museum/Vitra Design Museum exhibition Hidden Heroes – The Genius of Everyday Things. It is now part of the permanent collection at the MoMA in New York.
In response, the Food Packet, Individual, Combat (FPIC), was developed in the early-1960s, though not fielded until 1966. The FPIC was designed to be nutritious, lightweight, and easily portable, the descendant of the dehydrated rations used by NASA's astronauts. The ration was originally a response to complaints about the weight of the canned ration. Carrying a multi-day supply of heavy wet canned MCI or C-rations, "a special operations team could become virtually immobile due to the weight of needed supplies. Mobility and stealth are decreased when loads become too heavy, and the soldier is too often worn down by midday. Fatigue affects alertness, making him more vulnerable to detection and error." The ration's final 11-ounce (310-gram) weight was a compromise between the original packet's target weight of 5 ounces (140 g) and the base 1-pound (450-gram) target weight of the larger experimental Meal, Ready-to-Eat, Individual (MRE-I), a forerunner of the later MRE. The FPIC differed from the standard wet-pack MCI in that it was a freeze-dried, vacuum-packed individual ration meal weighing 11 ounces (310 g) packed in a waterproof grey-green canvas envelope lined with aluminum foil. Due to its tendency to spoil in wet or humid environments (common in Southeast Asia), later ration packs came enclosed in an outer zip-lock clear-plastic bag to keep out the moisture. This drawback made it less than desirable as a standard ration.
==== 1952–53 ==== When he joined the Cardinals, broadcaster Harry Caray started calling him "Vinegar Bend," and the nickname stuck. He was hailed as "the left-handed Dizzy Dean" by sportswriter Red Smith, which Mizell called "a perty heavy load for a boy to tote." Added to St. Louis's starting rotation for the 1952 campaign, Mizell made his major league debut on April 22 against the Cincinnati Reds. He gave up two runs in the first inning, then held the Reds scoreless for the rest of the game, though he took the loss in a 2–1 defeat. Two starts later, on May 2, he limited the Philadelphia Phillies to four hits and two runs in a complete game, winning in the ninth when Peanuts Lowrey broke a 2–2 tie with an RBI-single. After that win, he lost three games in a row, then received four consecutive no decisions. He ended the winless streak on June 21, when he struck out 11 in his first major league shutout against the Boston Braves. That started a streak of six decisions won in a row, during which time Mizell posted a 3.05 ERA. He would not lose again until August 27. On September 5, he threw his second shutout of the year, tying his season high with 11 strikeouts in a 4–0 victory over the Pittsburgh Pirates. Mizell finished his rookie season with a 10–8 record and a 3.65 ERA in 30 starts. He led the National League (NL) in strikeouts per 9 innings pitched with a 6.9 mark, and his 146 strikeouts ranked fourth in the league (behind Warren Spahn's 183, Bob Rush's 157, and Robin Roberts's 148). However, he also led the league in walks (103, tied with Herm Wehmeier).
small ubiquitin-like modifier (SUMO) Any of a family of small proteins, each approximately 100 amino acids, which are covalently conjugated to and removed from charged residues of other proteins in a form of post-translational modification known as SUMOylation, thereby functioning as a protein tag in a manner resembling ubiquitin.
Sources: en.wikipedia.org
In 1952, L. V. Radushkevich and V. M. Lukyanovich published clear images of 50-nanometre diameter tubes made of carbon in the Journal of Physical Chemistry of Russia. This discovery was largely unnoticed, as the article was published in Russian, and Western scientists' access to Soviet press was limited during the Cold War. Monthioux and Kuznetsov mentioned in their Carbon editorial: The fact is, Radushkevich and Lukyanovich [...] should be credited for the discovery that carbon filaments could be hollow and have a nanometre-size diameter, that is to say for the discovery of carbon nanotubes. In 1976, Morinobu Endo of CNRS observed hollow tubes of rolled up graphite sheets synthesised by a chemical vapour-growth technique. The first specimens observed would later come to be known as single-walled carbon nanotubes (SWNTs). Endo, in his early review of vapor-phase-grown carbon fibers (VPCF), also reminded us that he had observed a hollow tube, linearly extended with parallel carbon layer faces near the fiber core. This appears to be the observation of multi-walled carbon nanotubes at the center of the fiber. Mass-produced MWCNTs are strongly related to the VPGCF developed by Endo. In fact, they call it the "Endo process", out of respect for his early work and patents. In 1979, John Abrahamson presented evidence of carbon nanotubes at the 14th Biennial Conference of Carbon at Pennsylvania State University. The conference paper described carbon nanotubes as carbon fibers that were produced on carbon anodes during arc discharge.
== Debonding and loss == In 1953, sociologist Diane Vaughan proposed an uncoupling theory. It states that during the dynamics of relationship breakup, there exists a "turning point," only noted in hindsight, followed by a transition period in which one partner unconsciously knows the relationship is going to end, but holds on to it for an extended period, sometimes for a number of years. When a person to which one has become bonded is lost, a grief response may occur. Grief is the process of accepting the loss and adjusting to the changed situation. Grief may take longer than the initial development of the bond. The grief process varies with culture.
== New Directions Act == In the late 1960s, foreign aid became one of the focal points in Legislative-Executive differences over the Vietnam War. In September 1970, President Nixon proposed abolishing USAID and replacing it with three new institutions: one for development loans, one for technical assistance and research, and one for trade, investment and financial policy. USAID's field missions would have been eliminated in the new institutional setup. Consistent with this approach, in early 1971 President Nixon transferred the administration of private investment programs from USAID to the Overseas Private Investment Corporation (OPIC), which had been established by foreign aid legislation at the end of 1969. Congress did not act on the President's proposal for replacing USAID but rather amended the Foreign Assistance Act to direct that USAID emphasize "Basic Human Needs": food and nutrition; population planning and health; and education and human resources development. Specifically, USAID's budget would be reformed to account for expenditures for each of these Basic Human Needs, a system referred to as "functional accounts". (Previously, budgets had been divided between categories such as "development loans, technical assistance, Alliance for Progress [for Latin America], loans and grants, and population.") The new system was based on a proposal developed by a bipartisan group of House members and staff working with USAID management and outside advisors. President Nixon signed the New Directions Act into law (PL 93-189) in December 1973.
==== United States ==== 4-AcO-DMT is not an explicitly controlled substance in the United States. However, it may be considered an analogue of psilocin and psilocybin under the Federal Analogue Act, but only if intended or used for human consumption. Conversely, if not intended for human consumption, for instance if used only for research purposes, it may be considered legal. While not controlled at the federal level, 4-AcO-DMT is listed as a controlled substance at the state level in multiple states in the United States, including in Alabama which has made it a schedule I at the state level on March 18, 2014, along with several other tryptamine analogues.
Sources: en.wikipedia.org
== History == After penicillin came into wide use for bacterial infections in World War II, many chemical companies moved into the field of discovering antibiotics by bioprospecting. American Cyanamid was one of these, and in the late 1940s chemists there discovered chlortetracycline, the first member of the tetracycline class of antibiotics. Shortly thereafter, scientists at Pfizer discovered oxytetracycline and it was brought to market. Both compounds, like penicillin, were natural products and it was commonly believed that nature had perfected them, and further chemical changes could only degrade their effectiveness. Scientists at Pfizer led by Lloyd Conover modified these compounds, which led to the invention of tetracycline itself, the first semi-synthetic antibiotic. Charlie Stephens' group at Pfizer worked on further analogs and created one with greatly improved stability and pharmacological efficacy: doxycycline. Doxycycline was clinically developed in the early 1960s and approved by the US Food and Drug Administration (FDA) in 1967. As its patent grew near to expiring in the early 1970s, the patent became the subject of lawsuit between Pfizer and International Rectifier that was not resolved until 1983; at the time it was the largest litigated patent case in US history. Instead of a cash payment for infringement, Pfizer took the veterinary and feed-additive businesses of International Rectifier's subsidiary, Rachelle Laboratories.
In the case of prolactin and leptin, there is evidence of active uptake at the choroid plexus from the blood into the cerebrospinal fluid (CSF). Some pituitary hormones have a negative feedback influence upon hypothalamic secretion; for example, growth hormone feeds back on the hypothalamus, but how it enters the brain is not clear. There is also evidence for central actions of prolactin. Findings have suggested that thyroid hormone (T4) is taken up by the hypothalamic glial cells in the infundibular nucleus/ median eminence, and that it is here converted into T3 by the type 2 deiodinase (D2). Subsequent to this, T3 is transported into the thyrotropin-releasing hormone (TRH)-producing neurons in the paraventricular nucleus. Thyroid hormone receptors have been found in these neurons, indicating that they are indeed sensitive to T3 stimuli. In addition, these neurons expressed MCT8, a thyroid hormone transporter, supporting the theory that T3 is transported into them. T3 could then bind to the thyroid hormone receptor in these neurons and affect the production of thyrotropin-releasing hormone, thereby regulating thyroid hormone production. The hypothalamus functions as a type of thermostat for the body. It sets a desired body temperature, and stimulates either heat production and retention to raise the blood temperature to a higher setting or sweating and vasodilation to cool the blood to a lower temperature. All fevers result from a raised setting in the hypothalamus; elevated body temperatures due to any other cause are classified as hyperthermia.
Medications such as ibuprofen or paracetamol (acetaminophen) may help with this as well as lower temperature. Children younger than three months require medical attention, as might people with serious medical problems such as a compromised immune system or people with other symptoms. Hyperthermia requires treatment. Fever is one of the most common medical signs. It is part of about 30% of healthcare visits by children and occurs in up to 75% of adults who are seriously sick. While fever evolved as a defense mechanism, treating a fever does not appear to improve or worsen outcomes. Fever is often viewed with greater concern by parents and healthcare professionals than is usually deserved, a phenomenon known as "fever phobia".
As a result of illegal tactics, including illegal surveillance and vigilantism, used by the RCMP Security Service and the consequent scandals surrounding the RCMP, intelligence work was transferred to a new agency, CSIS in 1984 through the implementation of Bill C-9.
Dezocine, sold under the brand name Dalgan, is an atypical opioid analgesic which is used in the treatment of pain. It is used by intravenous infusion and intramuscular injection. Dezocine is an opioid receptor modulator, acting as a partial agonist of the μ- and κ-opioid receptors. It is a biased agonist of the μ-opioid receptor. The drug has a similar profile of effects to related opioids acting at the μ-opioid receptor, including analgesia and euphoria. Unlike other opioids acting at the κ-opioid receptor however, dezocine does not produce side effects such as dysphoria or hallucinations at any therapeutically used dose. Dezocine was first synthesized in 1970. It was introduced for medical use in the United States in 1986 but was not marketed in other countries. Dezocine was discontinued in the United States in 2011 with no official reason given. However, it has become one of the most widely used analgesics in China. In light of the opioid epidemic, dezocine has seen a resurgence in use and interest.
Sources: en.wikipedia.org
System suitability is a set of checks performed before and during an HPLC run to confirm that the instrument and method are working as expected. It may include retention time repeatability, resolution between peaks, peak symmetry, and signal intensity. Failing suitability criteria usually invalidates the run.
An HPLC method is typically validated before its routine use and revalidated in part when significant changes affect the method. Regulators do not set a universal calendar interval. The need for revalidation depends on the change, its risk, and the applicable guidance.
Validation establishes that a method is suitable for its intended purpose, often through a planned study. Verification confirms that a laboratory can reproduce a previously validated or compendial method under its own conditions. Verification is usually narrower than full validation.
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.