Method validation comes up often in conversation and rarely with the context attached. Here we lay out the basics in order, then work through the practical considerations.
Updated 2026-05-18. Numbers and descriptions here follow the published literature rather than marketing material.
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.
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.
| Property | Value | Notes |
|---|---|---|
| Validation parameter | Accuracy | Closeness to a reference value. |
| Validation parameter | Precision | Repeatability or intermediate precision. |
| Validation parameter | Linearity | Proportional response across a range. |
| System suitability check | Resolution | Separation between adjacent peaks. |
| Quality control tool | Control chart | Tracks results over time for trends. |
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.
Documentation and traceability are central to regulated HPLC testing. Records typically include instrument logs, column history, mobile-phase preparation, sample preparation, injection sequences, raw chromatograms, and audit trails. Electronic systems may require user access controls, time-stamped changes, and backup procedures. Training records show that analysts are qualified for assigned methods. Audits and inspections check whether written procedures match actual practice and whether deviations are documented. These controls support reproducibility and allow results to be reconstructed if questions arise later.
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.
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.
High-performance liquid chromatography is an analytical technique that separates components in a liquid sample. A pump moves a liquid mobile phase through a column packed with a solid stationary phase. Compounds interact differently with both phases and travel at different rates, leaving the column at distinct retention times. A detector records these arrivals as peaks on a chromatogram. The resulting pattern supports identification and quantification of substances in mixtures. Modern instruments use high pressure to force solvent through small particles, which improves speed and resolution compared with older low-pressure liquid chromatography methods.
Separation in HPLC depends on the chemistry of the stationary phase, the composition of the mobile phase, and the physical properties of the column. Reverse-phase separations use a nonpolar stationary phase and a polar mobile phase, and they are common for many organic compounds. Ion-exchange, size-exclusion, and normal-phase modes serve other classes of analytes. Gradient elution changes solvent strength over time, while isocratic elution holds it constant. Flow rate, temperature, particle size, and column length all influence peak shape and resolution. Detection may use ultraviolet absorbance, fluorescence, refractive index, or mass spectrometry, depending on the analyte and the required sensitivity.
Routine HPLC testing compares a sample result with a calibration curve prepared from known reference standards. Peak area or peak height is plotted against concentration, and the curve is used to estimate unknown amounts. Retention time supports tentative identification when compared with a standard, though mass spectrometry or another confirmatory method may be needed for definitive identification. Pre-run checks verify repeatability, resolution, and peak symmetry before sample analysis. Limits of detection and quantification describe the smallest amounts that can be reliably observed or measured. Sample preparation, filtration, and degassing help prevent column damage and inconsistent results.
BCAAs + α-Ketoglutarate ⇌ Glutamate + Branch-chain keto acids (BCKAs) (catalyzed by Branched-chain aminotransferases (BCAT)) Alanine + α-Ketoglutarate ⇌ Pyruvate + Glutamate (catalyzed by alanine transaminase)
== Bibliography == Agoncillo, Teodoro C. (1990) [1960]. History of the Filipino People (8th ed.). Quezon City: Garotech Publishing. ISBN 971-8711-06-6. Bautista, Alberto Manuel (1952). The Hukbalahap Movement in the Philippines, 1942-1952. University of California. Greenberg, Lawrence M. (1987). "V. Ramon Magsaysay, Edwards Landsdale, and the Jusmag". The Hukbalahap Insurrection: A Case Study of a Successful Anti-Insurgency Operation in the Philippines, 1946–1955. United States Army Center of Military History. Library of Congress Catalog Card Number: 86-600597. Archived from the original on May 21, 2011. Retrieved August 12, 2008. Greenberg, Lawrence M. (1987). "VI. The Insurrection – Phase II (1950–1955)". The Hukbalahap Insurrection: A Case Study of a Successful Anti-Insurgency Operation in the Philippines, 1946–1955. United States Army Center of Military History. Library of Congress Catalog Card Number: 86-600597. Archived from the original on May 21, 2011. Retrieved August 12, 2008. Martinez, Manuel F. (2002). "Mission Possible: Assassinate Quezon – and Mrs. Quezon". Assassinations and Conspiracies: From Rajah Humabon to Imelda Marcos. Pasig: Anvil Publishing, Inc. pp. 138–152. ISBN 971-27-1218-4. McClintock, Michael (1992). "4. Toward a New Counterinsurgency: Philippines, Laos, Vietnam". Instruments of Statecraft: U.S. Guerella Warfare, Counterinsurgency, and Counterterrorism, 1940-1990. Pantheon Books. Valeriano, Napoleon D. "Military Operations". Counter-Guerrilla Seminar Fort Bragg, 15 June 1961.
=== Glutathione peroxidase === Glutathione peroxidases (GPx) are enzymes that use glutathione to break down peroxides, protecting the cell from oxidative damage. It is a key part of animal (including human) antioxidant defenses. They are also found in bacteria, plants, and fungi. GPx was the first selenoprotein discovered, with a highly reactive Sec residue at the active site. Comparison of GPx sequences from all these types of life suggest that the ancestral GPx did not contain selenium; instead, acquision of Sec happened early in animal evolution, before the sponges diverged from other animals. Humans have eight Gpx genes, but only five of them contain Sec (GPX1, GPX2, GPX3, GPX4, GPX6). The non-existence of Sec in GPX7 and GPX8 appears to be universal among animals. The loss of Sec (by replacement with Cys) in GPX5 was, however, a relatively recent event that happened after the divergence of humans from rodents. Rodents have independently lost the Sec in Gpx6, but kept it in their version of Gpx5. Human GPX5 and rodent Gpx6 retain vestigial SECIS elements indicative of their past.
== Compliance and deviation == In international law, it is said that "treaty interpretation is an art, not a science" Expanding that view, Philip Allott states that "interpretation in International Law is an art and a game and a field of battle." While the drug conventions define clear limitations, and the VCLT serves as a critical interpretive tool, there is "a degree of latitude for policy choices at the national and subnational level" that has allowed for ample interpretive divergence. One study examining interpretive latitude in the conventions proposed three categories of deviation by member countries: permissible policies deviate while being generally accepted, contested policies are vigorously defended as in fact being within the guidelines, and impermissible policies are clear breaches of the conventions. In recent decades, a growing number of countries, and a majority of states in the US, have moved towards drug liberalization by variously decriminalizing cannabis and other drugs for personal consumption, and by legalizing cannabis for recreational use. This has resulted in a variety of interpretations of, and tension with, the drug treaties.
=== Transmission === Once a significant enantiomeric enrichment has been produced in a single biomolecule or biological class of molecules in a system, the transference of chirality through the entire system is possible. This last step is known as the chiral transmission or propagation step. Independently achieving homochirality in every biomolecule (e.g., creating significant enantiomeric enrichment or complete homochirality for all 19 chiral amino acids separately) would be statistically improbable for compounds with different physical and chemical properties and has not yet been experimentally demonstrated. Stereoselective pressure from one biomolecule or biological class to others would eliminate the need to supply all prebiotically-relevant biological precursors in their enantiopure form. Some proposed models for the transmission of chiral asymmetry are polymerization, epimerization or copolymerization. Experimental work has demonstrated that enantiomerically enriched amino acids could assert chiral pressure on sugars and RNA precursors, and vice versa. For example, laboratory experiments demonstrated enantioenrichment of the 3-carbon sugar D-glyceraldehyde from a racemic solution via the interaction of L-proline-valine dipeptide. Furthermore, the stereoselective preference of D-aminoacyl-RNA for L-amino acids in nonenzymatic aminoacylation reactions provide a prebiotically plausible mechanism of chiral information transfer.
Sources: en.wikipedia.org
Serena Michelle Best , is a British academic, and the Professor of Materials Science at the University of Cambridge. Best has a BSc from the University of Surrey, and a PhD from the University of London. She was elected Fellow of the Royal Academy of Engineering (FREng) in 2012. In the 2017 Birthday Honours, Best was made a CBE, "For services to Biomaterials Engineering." Best was President of the Institute of Materials, Minerals and Mining from 2019 to 2020.
A small amount of D-phenylalanine appears to be converted to L-phenylalanine. D-Phenylalanine is distributed to the various tissues of the body via the systemic circulation. It appears to cross the blood–brain barrier less efficiently than L-phenylalanine, and so a small amount of an ingested dose of D-phenylalanine is excreted in the urine without penetrating the central nervous system. L-Phenylalanine is an antagonist at α2δ Ca2+ calcium channels with a Ki of 980 nM. In the brain, L-phenylalanine is a competitive antagonist at the glycine binding site of NMDA receptor and at the glutamate binding site of AMPA receptor. At the glycine binding site of NMDA receptor L-phenylalanine has an apparent equilibrium dissociation constant (KB) of 573 μM estimated by Schild regression which is considerably lower than brain L-phenylalanine concentration observed in untreated human phenylketonuria.L-Phenylalanine also inhibits neurotransmitter release at glutamatergic synapses in hippocampus and cortex with IC50 of 980 μM, a brain concentration seen in classical phenylketonuria, whereas D-phenylalanine has a significantly smaller effect.
=== Formation and (A Lament for...) The Addicts (2005–2007) === In 2005, Chanut (guitar), Thépegnier (drums), and Azzouni (guitar) formed the metal band Hangman's Chair in Crosne, Essonne. Es La Guerilla was then put on hold. Hangman's Chair began by releasing a split album with the [French] band Eibon. Their first singer was Nackphouminh. The band's first album, (A Lament for...) The Addicts, was released in 2007, via the label Bones Brigade Records, with Chanut, Thépegnier, Nackphouminh (vocals), Adrien Lederer (guitar), and Bernard Quarante (bass). Although the split with Eibon was released before (A Lament for...) The Addicts, as an introduction to the band, the actual recording took place after that first album's completion. Some songs originally intended to appear under the name Es La Guerilla appeared on Hangman's Chair's first album. Hangman's Chair's first bassist was originally the singer of the band Every Reason To... Chanut later told Clara Lemaire of Rock & Folk that Nackphouminh had not stayed in the band for long, as he went through "a lot of bad moments".
From Taxco, the party traveled through mountainous terrain to Cuernavaca and then to a vantage point above the Valley of Mexico, where Humboldt admired the lakes, ancient ruins, and the city of Mexico itself. He regarded Mexico City as a magnificent metropolis, rich in history and architecture, and was warmly received by local society. Humboldt and his party were provided with comfortable lodgings and given official support by the Viceroy, Don Jose de Iturrigaray, who granted them access to archives, mines, plantations, and antiquities. Humboldt found the city’s educational institutions, particularly the School of Mines, to be outstanding in Latin America. He contributed to a geology textbook, which became the first of its kind in the Americas to bear his name as co-author. At the central square of Mexico City, the Zócalo, Humboldt was introduced to ongoing excavations near the imposing Cathedral. He was particularly inspired by the discovery of Aztec sculptures, most notably the famous Aztec calendar stone. Encountering these artifacts firsthand, Humboldt felt a sense of awe at the evidence of sophisticated ancient civilizations. He saw the Aztec calendar as proof of universal human ingenuity, comparing it to the astronomical achievements of Egypt and China. Humboldt meticulously sketched these sculptures, recognizing their value for understanding pre-Columbian history and science. Humboldt, accompanied by Bonpland and the nobleman Carlos de Montúfar, also traveled to the pyramids of Teotihuacan, located northeast of the capital.
Sources: en.wikipedia.org
Til the Casket Drops (2009) was the final Clipse album before the duo split to make solo material. The breakup was initiated by Malice, who had multiple conversations with Pusha T about quitting the duo; the first time was after a studio session with Rick Rubin. Toward the end of the duo's partnership, their then-manager and various people in their personal lives were arrested on drug charges. One day, when both brothers were to board a plane, Pusha T was unusually late, and Malice worried that he had been arrested; although Pusha T eventually boarded, it was the final straw for Malice, who angrily declared to his brother in front of the other passengers that he was done with the duo. Although the breakup wasn't made public at the time, rumors that the duo was over began when Malice (then named Malicious) changed his stage name to No Malice, converted to Christianity, and started making Christian rap, as opposed to the "coke rap" of Clipse. In 2014, he firmly denied the possibility of a reunion. His attitude had softened by 2016: "I'ma tell you that I learned to never say never, and I don't shut the door on anything. I really don't. In fact, I would like to see Clipse do it. But I just do things differently." The duo appeared together (credited as Clipse) on "Use This Gospel" by Kanye West, from his Christian hip-hop and gospel album Jesus Is King (2019), having also worked on a demo version of "Follow God". Speaking on the reunion, Pusha T said: "I'm the younger brother, man.
Risk of developing CJD increases with age. CJD incidence was 3.5 cases per million among those over 50 years of age between 1979 and 2017. Approximately 85% of CJD cases are sporadic, and 10–15% of CJD cases are due to inherited mutations of the prion protein gene. CJD deaths and age-adjusted death rate in the United States indicate an increasing trend in the number of deaths between 1979 and 2017. Although not fully understood, additional information suggests that CJD rates in nonwhite groups are lower than in whites. While the mean onset is approximately 67 years of age, cases of sCJD have been reported as young as 17 years and over 80 years of age. Mental capabilities rapidly deteriorate and the average amount of time from onset of symptoms to death is 7 to 9 months. According to a 2020 systematic review on the international epidemiology of CJD:
== In the environment == The long half-life of technetium-99 and its ability to form an anionic species make it (along with 129I) a major concern when considering long-term disposal of high-level radioactive waste. Many of the processes designed to remove fission products from medium-active process streams in reprocessing plants are designed to remove cationic species like caesium (e.g., 137Cs, 134Cs) and strontium (e.g., 90Sr). Hence the pertechnetate escapes through these treatment processes. Disposal options favor burial in geologically stable rock. The primary danger with such a course is that the waste is likely to come into contact with water, which could leach radioactive contamination into the environment. The natural cation-exchange capacity of soils tends to immobilize plutonium, uranium, and caesium cations. However, the anion-exchange capacity is usually much smaller, so minerals are less likely to adsorb the pertechnetate and iodide anions, leaving them mobile in the soil. For this reason, the environmental chemistry of technetium is an active area of research.
Sources: en.wikipedia.org
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.
System suitability is a set of checks run on the chromatographic system before sample analysis. It confirms that resolution, peak shape, retention time, and response meet predefined limits. Failure can invalidate the run and trigger corrective action.
Blank injections reveal peaks or baseline disturbances that come from solvents, reagents, or the instrument rather than the sample. They help distinguish contamination from actual analyte signals. Comparing blanks with sample runs supports accurate interpretation.
System suitability is typically performed before each batch or according to the validated method and laboratory procedure. Some long runs include periodic checks during analysis. The required frequency depends on regulatory expectations and method performance.