A practical reference on Calibration curve: what it is, how it behaves, what the literature reports, and where the honest uncertainties sit.
Reviewed 2025-09-10. Anything still debated is marked as such rather than presented as settled.
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.
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.
| Property | Value | Notes |
|---|---|---|
| Accuracy | Closeness to true value | Often assessed by recovery of spiked samples |
| Precision | Agreement among repeated measurements | Often reported as relative standard deviation |
| Specificity | Ability to measure analyte without interference | Must separate analyte from impurities and matrix |
| Linearity | Proportional detector response | Evaluated across a defined concentration range |
| Robustness | Resistance to small method changes | Tests flow rate, pH, temperature, and mobile phase composition |
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.
Method validation evaluates accuracy, precision, specificity, linearity, range, detection limit, quantitation limit, and robustness. Regulatory guidance for pharmaceuticals, foods, and environmental testing defines expected documentation and acceptance criteria. Verification confirms that a validated method works in a specific laboratory with its own instruments and reagents. Calibration curves use reference standards with known purity and traceability, while measurement uncertainty is estimated from validation data, control charts, and collaborative studies. The scope of validation depends on the method's intended use.
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.
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.
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.
Reversed-phase chromatography dominates modern HPLC testing, using a nonpolar stationary phase such as chemically bonded octadecyl groups and a polar mobile phase of water mixed with organic solvent. Analytes partition between the mobile and stationary phases according to hydrophobicity. Gradient elution changes the mobile phase composition over time to separate compounds with a wide range of retention. Isocratic elution keeps the composition constant and is simpler for routine assays. Column temperature, pH, and flow rate influence selectivity, peak shape, and retention time, so these parameters are controlled during a validated method.
5 December – A single mutation known as Q226L is found to enhance the ability of H5N1 ('bird flu') to infect human cells, particularly in the respiratory tract. Previously, at least three mutations were thought to be required for the virus to infect people and spread between them. 7 December – A study in The Lancet finds that life expectancy progress in the United States is slowing. Only modest increases are likely by 2050, as the country falls below nearly all high-income and some middle-income countries in the global rankings. 9 December – Astronomers report using the infrared capabilities of the James Webb Space Telescope to find 100 of the smallest asteroids ever detected in the main belt, some measuring just 10 metres in diameter. 10 December – AI-based transfer learning predicts that global warming will reach 3°C faster than previously expected. 13 December – A new light-induced gene therapy using nanoparticles to target the mitochondria of cancer cells is demonstrated. 16 December – The China Aerospace Science and Technology Corporation (CASC) launches the first batch of the Guowang (Xingwang) megaconstellation, a planned constellation of 13,000 satellites using a Long March 5 rocket at the Wenchang Space Launch Site. 17 December – Zhúlóng ("Torch Dragon"), discovered by the James Webb Space Telescope, is reported as being the most distant known spiral galaxy ever found, seen as it appeared just 1.1 billion years after the Big Bang.
In 1916, Grace acquired a controlling interest in the Pacific Mail Steamship Company. In 1921, Pacific received five 535 ft. President class ships from the United States Shipping Board for transpacific operation. In 1923, the US Shipping board decided to place the five ships up for bid and Dollar Shipping Company won the bid. With no large ships for the transpacific operations, Grace sold the Pacific Mail, its registered name, and goodwill to Dollar. Now without a transpacific service, Grace did not need the six intercoastal freighters and sold them to the American Hawaiian Line. At this time, Grace formed the Panama Mail Steamship Company, to operate the smaller ships that were formerly owned and used by the Pacific Mail in the Central American trade. These ships were not involved in the sale to Dollar. On the death of William R. Grace in 1904, he was succeeded by William L. Sauders as company president followed by Joseph Peter Grace Sr. (1872–1950) who became president in 1907. In 1938, the Colombian Line merged with Grace Line bringing an end to the Colombian Line. During World War II, Grace Lines operated transport for the U.S. War Shipping Administration, including the SS Sea Marlin. J. Peter Grace took over management of the company after his father suffered a stroke in 1945. After the war, the Grace line operated 23 ships totaling 188,000 gross tons, and 14 more on bareboat charters.
=== March === 4 March – Banco Master scandal: The Supreme Federal Court orders the arrest of former Banco Master president and major shareholder Daniel Vorcaro in a potential fraud case worth up to 12 billion reais. The Federal Senate ratifies the EU–Mercosur Partnership Agreement. 5 March – A nursing home collapses in Belo Horizonte, killing eight people and leaving four missing. 10 March – Ski racer Cristian Ribera becomes the first athlete representing Brazil to win a medal in the Paralympics after achieving silver in the para-cross-country skiing men's seated sprint at the 2026 Winter Paralympics in Italy. 14 March – President Lula revokes the visa of US diplomat Darren Beattie after the latter tries to visit former president Jair Bolsonaro in prison. Three Israeli nationals are arrested after clashing with pro-Palestine demonstrators in Itacare. 17 March – A law restricting access to social media by minors comes into effect. 18 March – Eight people, including Comando Vermelho commander Claudio Augusto dos Santos, are killed in police raids across Rio de Janeiro. 20 March – Fernando Haddad resigns as finance minister after announcing that he would run for governor of Sao Paulo.
Sources: en.wikipedia.org
Congenital myopathy is a very broad term for any muscle disorder present at birth. This defect primarily affects skeletal muscle fibres and causes muscular weakness and/or hypotonia. Congenital myopathies account for one of the top neuromuscular disorders in the world today, comprising approximately 6 in 100,000 live births every year. As a whole, congenital myopathies can be broadly classified as follows:
==== 2100–2199 ==== Animals (Scientific Procedures) Act (Amendment) Regulations 1993 (S.I. 1993/2102) Animals (Scientific Procedures) Act(Amendment) Order 1993 (S.I. 1993/2103) Closure of Prisons (H.M. Young Offender Institution Campsfield House) Order 1993 (S.I. 1993/2104) Gas (Authorisation Application) (Amendment) Regulations 1993 (S.I. 1993/2105) Nurses, Midwives and Health Visitors (Midwives Amendment) Rules Approval Order 1993 (S.I. 1993/2106) London South Circular Trunk Road (A205)(Thurlow Park Road, Lambeth) (Prohibition of Right Turn) Order 1993 (S.I. 1993/2107) Social Security (Claims and Payments) Amendment (No. 3) Regulations 1993 (S.I. 1993/2113) Airports (Designation) (Removal and Disposal of Vehicles) (Amendment) Order 1993 (S.I. 1993/2117) Housing Benefit and Council Tax Benefit (Miscellaneous Amendments) Regulations 1993 (S.I. 1993/2118) Income-related Benefits Schemes (Miscellaneous Amendments) (No. 4) Regulations 1993 (S.I. 1993/2119) Goods Vehicles (Operators' Licences) (Temporary Use in Great Britain) (Amendment) (No. 2) Regulations 1993 (S.I. 1993/2120) Air Navigation (Restriction of Flying) (High Security Prisons) (Amendment No. 3) Regulations 1993 (S.I. 1993/2123) Winchester–Preston Trunk Road (A34) (Newbury Bypass Detrunking) (No.2) Order 1993 (S.I. 1993/2128) Winchester–Preston Trunk Road (A34) (Newbury Bypass) Slip Roads (No.3) Order 1993 (S.I. 1993/2129) East Worcester and Severn Trent Water (Amendment of Local Enactments etc.) Order 1993 (S.I. 1993/2130) County Court Appeals (Amendment) Order 1993 (S.I.
Certain approaches in alternative medicine claim to remove alleged "toxins" from the body through herbal, electrical, electromagnetic or other treatments. These toxins may not be linked to symptoms and treatments have no scientific evidence, making the validity of such techniques questionable. There is little evidence for toxic accumulation in these cases, as the liver and kidneys automatically detoxify and excrete many toxic materials including metabolic wastes. Under this theory, if toxins are too rapidly released without being safely eliminated (such as when metabolizing fat that stores toxins), they can damage the body and cause malaise. Such alternative therapies include contrast showers, detoxification foot pads, oil pulling, Gerson therapy, snake-stones, body cleansing, Scientology's and Narconon's Purification Rundown, water fasting, and metabolic therapy.
Sources: en.wikipedia.org
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.
Validation demonstrates that a method produces reliable results for a defined purpose. It documents performance limits and acceptance criteria. Regulated industries require validation before routine testing of products or samples.
Retention time shifts can arise from changes in mobile phase composition, pH, temperature, column age, or flow rate. Contamination or worn seals may also alter pressure and delivery. Systematic checks of these factors help identify the cause.
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.