Calibration curve raises a handful of sensible questions. This page answers them in order, starting with the fundamentals and moving to applications.
This page was last updated on 2026-04-09 and is reviewed periodically as new material appears.
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.
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.
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.
| Parameter | Typical acceptance criterion | Notes |
|---|---|---|
| Resolution | ≥ 1.5 | Baseline separation of adjacent peaks |
| Tailing factor | ≤ 2.0 | Peak symmetry measure |
| Theoretical plates | > 2000 | Column efficiency indicator |
| Injection repeatability | ≤ 2% RSD | Relative standard deviation for replicate injections |
| Linearity | r² ≥ 0.995 | Calibration curve over the working range |
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.
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.
Method validation establishes that an HPLC procedure is suitable for its intended use. Key parameters include accuracy, precision, specificity, linearity, range, limit of detection, limit of quantitation, and robustness. Accuracy measures agreement with a true or accepted value, while precision describes repeatability and intermediate precision. Specificity confirms that the method measures the analyte without interference from impurities, degradants, or excipients. Validation is documented in a protocol and report, and acceptance criteria are set before experiments begin. Regulatory guidance varies by region, but the general principles are widely harmonized.
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.
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.
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.
There is a dose-dependent increase in the QT interval and the corrected QT interval (QTc). Because of this, many practitioners will initiate dofetilide therapy only on individuals under telemetry monitoring or if serial EKG measurements of QT and QTc can be performed.
Weighted Companion Cubes are variants of Weighted Storage Cubes that are used in the testing chambers. They are differentiated from regular Storage Cubes with small pink hearts on its external surface, instead of an Aperture Science logo. In Portal, during test chamber 17, Chell is given a Weighted Companion Cube by GLaDOS, told by her that it will be her faithful companion for the duration of the test. Chell must use the Cube to complete the chamber, at which point GLaDOS requires her to incinerate the Cube before being able to progress further. The requirement to incinerate the companion cube originates from test-play of Portal, during which players brought their companion cube with them to later levels, with unexpected impact on game play. Another Companion Cube is seen at the end of the game, standing next to the cake. In Portal 2, redesigned Weighted Companion Cubes appear in test chamber 7 in chapter 2. GLaDOS fizzles two of them at the start of the test to annoy Chell. Chell is given the option to take a Weighted Companion Cube with her at the end of the test, but if Chell does this, GLaDOS fizzles the Companion Cube before Chell can enter the lift leading to the next test chamber. A Companion Cube with the old design, supposedly the one from Portal, appears at the very end of the game, as it is ejected, charred and singed, from the shed (possibly at ground level) shortly after Chell's departure. Companion Cubes are also mentioned a lot in the Ratman dens in Portal. In the Lab Rat comic, Ratman is also accompanied by a Companion Cube, which he imagines talks to him.
Insulin icodec is a medication used to enhance glycemic control in individuals with diabetes. It is an ultralong-acting basal insulin analogue developed by Novo Nordisk. The analog has a plasma half-life exceeding eight days, which is significantly longer than the 25-hour half-life of insulin degludec, the previously longest-acting insulin analogue. Insulin icodec functions as a once-weekly basal insulin.
== Mobile corps == Mobile corps (Chinese: 机动总队; pinyin: jīdòng zǒngduì), often mistranslated as "Contingents" are large formations without fixed areas of responsibility. Two were created after the 2018 reforms; most of the subordinate units came from the 14 disbanded mobile divisions. Mobile corps are corps leader grade formations commanded by major generals. The mobile corps are mainly responsible for dealing with terrorism, violent crime, riots, and public security threats.
Sources: en.wikipedia.org
The 1986 novel The Fisher King by Anthony Powell draws parallels between a major character, Saul Henchman, and the legendary figure. The 1991 film The Fisher King by Terry Gilliam retells the story of trauma and quest in New York City. The 1993 novel Hexwood by Diana Wynne Jones include several Arthurian characters, including two that represent different aspects of the Fisher King. Rand Al'Thor, the main protagonist in Robert Jordan's Wheel of Time book series, is portrayed as an instance of the Fisher King by virtue of his authority as Dragon Reborn, by the ever-present injury in his side, and, more explicitly, by being identified with a chess-like piece known as "the Fisher King". Gerald Morris's 2001 book Parsifal's Page (fourth book in the Arthurian series for young adults) is based on the story of Perceval and the Fisher King. The 2001 game RuneScape features a quest called "Holy Grail", where the player must help King Arthur find the Holy Grail by traveling to the realm of the Fisher King. An episode of Midsomer Murders aired January 2004 with the title The Fisher King featuring a Celtic spear and chalice from Midsomer Barrow. The spear is the murder weapon. The 2006 two-episode sequence to end season 1 and start season 2 of the television series Criminal Minds features an antagonist who calls himself the Fisher King. The 2009 browser game Fallen London references the Fisher King through one of its child gangs, as does its sequel, Sunless Skies.
Thomas Cashman, 34, is convicted of shooting dead nine-year-old Olivia Pratt-Korbel in her Liverpool home in August 2022. The Parliamentary Standards Committee recommends that former Scottish National Party MP Margaret Ferrier be suspended from the House of Commons for 30 days for breaching COVID-19 regulations in September 2020 when she took a train home from London following a positive COVID test. 31 March Figures released by the Office for National Statistics show an 0.1% growth in the UK economy for the final three months of 2022, revising previous figures that had suggested no growth over that period. COVID-19 in the UK: The UK Health Security Agency confirms the NHS COVID-19 contact tracing app will close on 27 April following a decline in its use.
The Fo transmembrane domain is involved in the movement of ions across the membrane. The bacterial FoF1-ATPase consists of the soluble F1 domain and the transmembrane Fo domain, which is composed of several subunits with varying stoichiometry. There are two subunits, γ, and ε, that form the central stalk and they are linked to Fo. Fo contains a c-subunit oligomer in the shape of a ring (c-ring). The α subunit is close to the subunit b2 and makes up the stalk that connects the transmembrane subunits to the α3β3 and δ subunits. F-ATP synthases are identical in appearance and function except for the mitochondrial FoF1-ATP synthase, which contains 7-9 additional subunits. The electrochemical potential is what causes the c-ring to rotate in a clockwise direction for ATP synthesis. This causes the central stalk and the catalytic domain to change shape. Rotating the c-ring causes three ATP molecules to be made, which then causes H+ to move from the P-side (positive-side) of the membrane to the N-side (negative-side) of the membrane. The counterclockwise rotation of the c-ring is driven by ATP hydrolysis and ions move from the N-side to the P-side, which helps to build up electrochemical potential.
=== Vascular disease === The infusion of a FFAR2-activating SCFA, i.e. acetic, propionic, or butyric acid, into mice causes short-term falls in their blood pressure. Similarly, patients undergoing hemodialysis that uses a hemodialysis solution containing acetic acid have an increased risk of becoming hypotensive compared to patients dialyzed with an acetic acid-free solution. Long-term oral intake of FFAR2-activating SCFAs also lower blood pressure in mice and humans. Furthermore, FFAR2 gene knockout mice developed perivascular fibrosis (which is an indicator of blood vessel disease), higher end-diastolic blood pressures, and higher pulse pressures. Mice lacking both FFAR2 and FFAR3 had exaggerated responses to hypertension; this seems to happen via changes to the gut epithelial barrier and activation of the immune system. Finally, in the angiotensin II–infusion model of hypertension, mice had reduced levels of FFAR2 in their kidney tissues compared to control mice and a study in humans reported that the levels of FFAR2 in the circulating white blood cells of hypertensive individuals was significantly lower than that in individuals with normal blood pressures. These findings suggest that FFAR2 functions to reduce blood pressure as well as hypertension induced vascular disease in mice and humans and support further studies to examine these relationships.
Relative to SARMs, supraphysiological doses of testosterone (300–600 mg/week intramuscular testosterone enanthate) over similar timeframes, like 20 weeks, have been found to result in lean body mass gains of 5 to 8 kg in healthy young men. In addition to selectivity for muscle and bone over the prostate gland, LGD-4033 has also been stated by Ligand Pharmaceuticals researchers to have reduced strength in the sebaceous glands. Reduced activity in stimulating sebaceous gland formation, to about 30 to 50% of that produced by DHT at doses with similar anabolic potency in rats, has also been reported for certain other SARMs, like the steroidal agents TFM-4AS-1 and MK-0773. In addition, enobosarm and MK-0773 have been reported to limitedly stimulate the sebaceous glands in small short-term clinical studies in women.
Sources: en.wikipedia.org
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.
System suitability tests are short checks performed before or during an HPLC run to verify instrument and method performance. They often include resolution, tailing factor, theoretical plates, and injection precision. Results must meet predefined limits for sample data to be accepted.
HPLC retention time alone cannot definitively identify an unknown substance. A match with a reference standard under identical conditions provides supporting evidence. Confirmation typically requires mass spectrometry, nuclear magnetic resonance, or another orthogonal technique.
System suitability is a set of checks performed before and during a run to confirm that the instrument, column, and method work as expected. Common checks include resolution, tailing factor, theoretical plates, and relative standard deviation of replicate injections. Failure triggers troubleshooting or method adjustment.