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.
Updated 2025-10-15. Numbers and descriptions here follow the published literature rather than marketing material.
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.
Key performance measures include retention time, peak area, peak height, resolution, tailing factor, and plate count. Retention time helps identify a peak under fixed conditions, but confirmation often requires a second method or detector. Peak area and height relate to concentration through calibration curves, which may be linear or nonlinear depending on the detector response. Resolution describes separation between adjacent peaks, while tailing factor and plate count describe peak shape and column efficiency. Performance checks verify these values before and during a run to confirm that the instrument is performing within limits.
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.
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 mode | Reversed-phase | Common for polar and moderately polar analytes |
| Typical column length | 100-250 mm | Shorter columns can reduce run time |
| Particle size | 3-5 micrometers | Smaller particles improve efficiency but raise pressure |
| Flow rate | 0.5-2.0 mL/min | Depends on column dimensions and pressure limits |
| Detection | UV-Vis absorbance | Widely used for compounds with chromophores |
System suitability testing is performed before and during analytical runs to confirm that the instrument and method are working as expected. Common checks include retention time, peak area, resolution between critical pairs, tailing factor, and theoretical plate count. Results are compared with predefined limits, and a failed check requires investigation before sample results are reported. Quality control samples at low, middle, and high concentrations are injected at intervals to monitor accuracy and precision. Blank injections detect carryover and contamination, while control charts track performance over time.
Data handling and documentation are central to HPLC quality control. Electronic systems should have audit trails that record changes to methods, sequences, and results. Integration parameters, such as peak baseline and threshold, can affect reported areas and must be defined in advance. Out-of-specification results trigger a structured investigation that may include reanalysis, instrument checks, and review of sample preparation. Regulatory inspections often examine raw data, audit trails, and training records to verify that reported results are traceable and reliable.
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.
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.
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.
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.
=== Pharmacokinetics === Risperidone undergoes hepatic metabolism and renal excretion. Lower doses are recommended for patients with severe liver and kidney disease. The active metabolite of risperidone, paliperidone, is also used as an antipsychotic.
26 October In two studies, scientists report findings about the role of epigenetics – which is shaped during lifetime – in colorectal cancer, including that it is a major component of how an individual tumor varies and findings about its influences on the accumulation of DNA mutations and cancer phenotypes. At the 30th anniversary of the World Scientists' Warning to Humanity, scientists conclude that "We are now at 'code red' on planet Earth", facing a climate emergency, warning citizens and world leaders to take necessary actions with information about tracked "recent climate-related disasters, assess[ed] planetary vital signs, and [...] policy recommendations". A study concludes that cosmic radiation events in the tree-ring radiocarbon record called "Miyake events", don't appear to be caused by the solar cycle (i.e. solar flares) as thought previously and have extended durations. They occurred every ~1,000 years on average and may threaten global technologies this century. A magnetical guidance system with engineered bacterial microbots (see also 22 September above) for 'precision targeting' is demonstrated to be effective for fighting cancer in mice. 31 October Multiple traces of monkeypox are detected in non-sewered wastewater with sparse sampling from a densely populated metropolitan area in Asia. A new record for the longest-frozen embryos to ever result in a live birth is reported in the United States, with twins born after storage for 30 years.
=== Further clinical studies of radiolabeled somatostatin receptor antagonists === Ga-NODAGA-JR11 had entered further clinical studies as an imaging agent, while Lu-DOTA-JR11 had similar research done as a therapeutic agent, as JR11 has a high binding affinity for ssrt2 subtype receptors which are highly expressed on the surface of tumor cells. Gallium-containing agonists had already been established as an imaging agent. Lutetium-containing agonists were used as a therapeutic agent in peptide receptor radionuclide therapy, due to the lower energy electrons emitted, and γ-emission causing easier dose adjustment to patient characteristics to avoid renal damage. The NODAGA chelator was used over DOTA in Gallium antagonists due to higher binding affinity, while no Lu-NODAGA compounds were developed due to established usage of Lu-DOTA derivative agonist drugs, and poor uptake compared to DOTA, which is reverse that of the gallium-containing antagonists.
As President, Johnson steadfastly pursued the Gemini and Apollo programs, promoting them as Kennedy's legacy to the American public. One week after Kennedy's death, he issued Executive Order 11129 renaming the Cape Canaveral and Apollo launch facilities after Kennedy.
The stabilisation of ununennium's valence electron and thus the contraction of the 8s orbital cause its atomic radius to be lowered to 240 pm, very close to that of rubidium (247 pm), so that the chemistry of ununennium in the +1 oxidation state should be more similar to the chemistry of rubidium than to that of francium. On the other hand, the ionic radius of the Uue+ ion is predicted to be larger than that of Rb+, because the 7p orbitals are destabilised and are thus larger than the p-orbitals of the lower shells. Ununennium may also show the +3 and +5 oxidation states, which are not seen in any other alkali metal, in addition to the +1 oxidation state that is characteristic of the other alkali metals and is also the main oxidation state of all the known alkali metals: this is because of the destabilisation and expansion of the 7p3/2 spinor, causing its outermost electrons to have a lower ionisation energy than what would otherwise be expected. Indeed, many ununennium compounds are expected to have a large covalent character, due to the involvement of the 7p3/2 electrons in the bonding.
Sources: en.wikipedia.org
In 1928 he obtained a Rockefeller Travelling Fellowship to visit Europe, where he worked for a while in the Anatomical School at Cambridge University, England, then headed by Professor Wilson, and in the Anatomical School at Utrecht University, the Netherlands, then headed by Professor Boecke. Also in 1928, Oscar Tiegs was awarded the David Syme Research Prize. As a histologist Oscar Tiegs developed an interest in Boecke's suggestion of a double innervation of vertebrate skeletal muscle. From this interest he undertook a physiological investigation of the sympathetic system in the muscle, finding no such action except in blood vessels, all muscular action seemingly being caused by an adrenaline-like substance. Oscar Tiegs in this work corrected errors and ambiguities in the work of others, and showed the validity of some traditional interpretations.
== Signs and symptoms == The presentation of the disease varies considerably from one patient to another. Generally, the symptoms include nonspecific symptoms common to connective tissue diseases such as
=== Transit === On December 16, 2025, Pritzker signed into law the Illinois People Over Parking Act, which disburses $1.5 billion to address post-COVID-19 budget shortfalls for Chicagoland-area transit authorities to avoid service cuts; reduces the farebox revenue share of total funding from 50% to 25%, since post-pandemic reductions in ridership made these expectations unreasonable; and disburses $169 million to downstate transit agencies to cover similar budget shortfalls. It prevents transit agencies from transferring funding for operations to capital investment. Local jurisdictions are prohibited from establishing minimum parking requirements within half a mile of transit rail stations and bus hubs or one-eighth mile of corridors with combined bus route frequency of 15 minutes or less during peak periods under this legislation. The bill also reorganizes the Regional Transportation Authority into the Northern Illinois Transit Authority, which is intended to centralize decision-making power away from individual counties and synchronize operations of the Chicago Transit Authority, Metra, and Pace. The NITA board is to have 20 members, five assigned by the mayor of Chicago, the Cook County President, and the governor, and five by the five collar counties, where 15 votes are needed to affirm board actions, or 12 if two affirmative votes from each of the four appointing authorities are cast; and a majority of CTA, Metra, and Pace board members are to be simultaneously staffed by NITA board members.
One of Proudhon's keenest students was the Russian revolutionary Mikhail Bakunin, who adopted his critiques of private property and government, as well as his views on the desirability of anarchy. During the Revolutions of 1848, Bakunin wrote of his hopes of igniting a revolutionary upheaval in the Russian Empire, writing to the German poet Georg Herwegh that "I do not fear anarchy, but desire it with all my heart". Although he still used the negative definition of anarchy as disorder, he nevertheless saw the need for "something different: passion and life and a new world, lawless and thereby free." Bakunin popularised "anarchy" as a term, using both its negative and positive definitions, in order to respectively describe the disorderly destruction of revolution and the construction of a new social order in the post-revolutionary society. Bakunin envisioned the creation of an "International Brotherhood", which could lead people through "the thick of popular anarchy" in a social revolution. Upon joining the IWA, in 1869, Bakunin drew up a programme for such a Brotherhood, in which he infused the word "anarchy" with a more positive connotation. He declared: "We do not fear anarchy, we invoke it. For we are convinced that anarchy, meaning the unrestricted manifestation of the liberated life of the people, must spring from liberty, equality, the new social order, and the force of the revolution itself against the reaction."
Sources: en.wikipedia.org
Erythropoietin, or EPO, is a hormone that helps increase the production of red blood cells which increases the delivery of oxygen to muscles. It is commonly used among endurance athletes such as cyclists. It functions by protecting red blood cells against destruction whilst simultaneously stimulating bone marrow cells to produce more red blood cells. Potential side effects include: dehydration and an increase in blood viscosity which could result in a pulmonary embolism or stroke. Per the WADA, it is a banned substance. Urine samples can be tested via electrophoresis, and blood samples via indirect markers.
Simmons has said the band intended to use the name only for a few early performances until they came up with something better, but they never did. The Doobie Brothers improved their playing by performing live all over Northern California in 1970. They attracted a particularly strong following among local chapters of the Hells Angels and got a recurring gig at one of the bikers' favorite venues, the Chateau Liberté in the Santa Cruz mountains, playing there through the summer of 1975 (although some of these concerts did not include all band members and were of an impromptu nature). A set of demos, which showcased fuzz-toned dual lead electric guitars, three-part harmonies and Hartman's drumming, caught the ear of Warner Brothers' staff A & R representative and former member of '60s pop band Harpers Bizarre, Ted Templeman who eventually earned the group a contract at Warner Bros. Records before the year (1970) was out. The band's image originally reflected that of their biggest fans—leather jackets and motorcycles. Released in April 1971, their self-titled debut album departed significantly from that image and their live sound of the period. Produced at Pacific Recorders in San Mateo, the album, which failed to chart, emphasized acoustic guitars and reflected country influences. The leadoff song "Nobody", the band's first single, has surfaced in their live set several times over the ensuing decades. Most recently, this song was re-recorded and added to their 2010 album World Gone Crazy.
== Natural products == Despite the large number of species, the secondary metabolites of Russula have not been well investigated, especially compared to Lactarius. Russula foetens was shown to produce the marasmane sesquiterpenes Lactapiperanol A and Lactapiperanol E. A novel lectin with potent in vitro antitumor activity was isolated from Russula rosea, the first lectin reported from a Russula. This mushroom is also the source of the sesquiterpenes rulepidanol and rulepidadienes A and B. Russula nigricans contains the compound nigricanin, the first ellagic acid derivative isolated from higher fungi.
Sources: en.wikipedia.org
It measures the amounts and identities of compounds in liquid samples by separation and detection. Depending on the detector and reference standards, results can be qualitative or quantitative. The technique is used in fields such as pharmaceutical analysis, food safety, and environmental monitoring.
Performance checks confirm that the chromatographic system works within preset limits before results are accepted. They examine factors such as peak resolution, tailing, and repeatability. If criteria fail, the run may need correction or repetition.
Retention time alone is not definitive proof because other compounds can elute at similar times. Confirmation usually uses a second method, a different column, or a detector such as mass spectrometry. Authentic standards strengthen identification.
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.