The short version of accuracy fits in a sentence. The long version — which is the one that helps — is below.
Reviewed 2025-11-30. Anything still debated is marked as such rather than presented as settled.
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.
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.
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.
| 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 |
Most routine HPLC testing uses reversed-phase columns, where the stationary phase is nonpolar and the mobile phase is a polar mixture such as water with an organic solvent. Analytes partition between the two phases according to polarity, size, and charge. Gradients that change solvent composition over time can separate compounds with broad retention ranges. Isocratic conditions keep solvent composition constant and suit simpler mixtures. The choice of column chemistry, pH, and temperature affects selectivity and peak shape.
Detection in HPLC testing commonly relies on ultraviolet-visible absorbance, fluorescence, refractive index, or mass spectrometry. UV detection is widely used because many organic compounds absorb light, but it requires a chromophore. Mass spectrometry provides mass-based identification and high sensitivity for trace analytes. Each detector has trade-offs in selectivity, cost, and compatibility with mobile phases. Quantification typically uses calibration curves prepared from reference standards. Results are reported as concentration, purity, or presence above a limit.
Detection commonly uses ultraviolet-visible absorbance, fluorescence, refractive index, or mass spectrometry. Ultraviolet detection depends on molecular chromophores that absorb light at specific wavelengths. Mass spectrometry provides mass information and sensitive quantification, often after electrospray ionization. Before sample batches, performance checks examine resolution, elution time repeatability, peak symmetry, and plate count. Matrix effects and co-elution remain recognized uncertainties; formal validation studies and orthogonal detection help address them. Detector choice depends on analyte properties and required sensitivity.
High-performance liquid chromatography, or HPLC, separates dissolved compounds by passing a liquid mobile phase through a packed column. Components distribute differently between the stationary phase and the moving liquid, so they travel at different speeds and exit at different times. A detector records these eluting bands as peaks, and peak area or height relates to amount. The technique supports testing in pharmaceuticals, foods, environmental samples, and industrial chemicals. Quantification usually depends on calibration with known standards.
Several separation modes exist, including reversed-phase, normal-phase, ion-exchange, size-exclusion, and hydrophilic interaction liquid chromatography. Reversed-phase uses a nonpolar stationary phase with a polar mobile phase and is widely applied to small organic molecules. Gradient elution changes mobile phase composition during the run, while isocratic elution keeps it constant. Column chemistry, particle size, temperature, flow rate, and mobile phase pH all influence retention and resolution. Method development selects conditions that separate analytes from matrix components and from each other.
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.
=== Ma–Me === Alan MacDiarmid (1927–2007), American-New Zealand chemist who discovered conductive polymers, 2000 Nobel Prize in Chemistry Carolina Henriette Mac Gillavry (1904–1993), Dutch chemist and crystallographer known for discoveries on the use of diffraction in crystallography Roderick MacKinnon (born 1956), American biophsicist known for work on ion channels; 2003 Nobel Prize in Chemistry Pierre Macquer (1718–1784), French chemist known for Dictionnaire de chymie Rudolph A. Marcus (1923–2026), Canadian chemist known for work on the theory of electron transfer reactions; 1992 Nobel Prize in Chemistry Jacob A. Marinsky (1918–2005), American chemist, co-discovered the element promethium Jean Charles Galissard de Marignac (1817–1894), Swiss chemist who discovered ytterbium and co-discovered gadolinium Vladimir Vasilevich Markovnikov (1838–1904), Russian chemist known for Markovnikov's rule describing addition reactions of hydrogen halides and alkenes Tobin J. Marks (born 1944), American inorganic chemist and materials scientist known for work in polymerization catalysts Alan G.
Different cell types within adipose tissue exhibit distinct DNA methylation patterns. Mature adipocytes and adipose progenitor cells (ASPCs) show a high degree of hypomethylation, affecting more than 50% of their regulatory regions. This hypomethylation is associated with the activation of genes involved in triglyceride synthesis, such as glycerol‑3‑phosphate acyltransferase 1 (GPAM). In contrast, myeloid cells display approximately 73% hypermethylated regions, reflecting an epigenetic program opposite to that of the adipocytic lineage. Overall, there is a direct relationship between DNA demethylation and gene expression, whereby highly expressed genes tend to exhibit low methylation levels. These epigenetic patterns contribute to defining the functional identity of the different cell types within subcutaneous adipose tissue (SAT).
The species was first described by Elias Magnus Fries as Agaricus semilanceatus in his 1838 work Epicrisis Systematis Mycologici. Paul Kummer transferred it to Psilocybe in 1871 when he raised many of Fries's sub-groupings of Agaricus to the level of genus. Panaeolus semilanceatus, named by Jakob Emanuel Lange in both 1936 and 1939 publications, is a synonym. According to the taxonomical database MycoBank, several taxa once considered varieties of P. semilanceata to be synonymous with the species now known as Psilocybe strictipes: the caerulescens variety described by Pier Andrea Saccardo in 1887 (originally named Agaricus semilanceatus var. coerulescens by Mordecai Cubitt Cooke in 1881), the microspora variety described by Rolf Singer in 1969, and the obtusata variety described by Marcel Bon in 1985. Several molecular studies published in the 2000s demonstrated that Psilocybe, as it was defined then, was polyphyletic. The studies supported the idea of dividing the genus into two clades, one consisting of the bluing, hallucinogenic species in the family Hymenogastraceae, and the other the non-bluing, non-hallucinogenic species in the family Strophariaceae. However, the generally accepted lectotype (a specimen later selected when the original author of a taxon name did not designate a type) of the genus as a whole was Psilocybe montana, which is a non-bluing, non-hallucinogenic species. If the non-bluing, non-hallucinogenic species in the study were to be segregated, it would have left the hallucinogenic clade without a valid name.
Sources: en.wikipedia.org
Because reporter genes such as lacZ, GFP, and luciferase are widely used in standardized plasmid constructs for gene expression studies, well-characterized reporter vectors are preserved as reference materials in public biological resource centres and non-profit repositories such as BCCM/GeneCorner and Addgene, supporting reproducibility in molecular biology research.
=== Zinc and cadmium === Zinc and cadmium are both extracted by an ion exchange process, the N,N,N′,N′-tetrakis(2-pyridylmethyl)ethylenediamine (TPEN) acts as a masking agent for the zinc and an extractant for the cadmium. In the modified Zincex process, zinc is separated from most divalent ions by solvent extraction. D2EHPA (Di (2) ethyl hexyl phosphoric acid) is used for this. A zinc ion replaces the proton from two D2EHPA molecules. To strip the zinc from the D2EHPA, sulfuric acid is used, at a concentration of above 170g/L (typically 240-265g/L).
Narrated by Tim Pigott-Smith, produced by Patrick Uden, directed by Sheila Hayman, made by Uden Associates 28 August A Short History of the Future: Spaceship, how space ships were viewed at cinema, and that the US space programme was largely started by Wernher von Braun, when making documentary programmes at Walt Disney; the American public needed to be convinced of the possibilities of space travel - as it would be publicly funded; Jesco Von Puttkamer of NASA; technology historical writer Frederick I. Ordway III; von Braun had first attempted a rocket launch in 1937, but it exploded; on 3 October 1942, his first successful rocket was the first man-made supersonic craft; there were 3,165 V-2 successful launches during the war; much 1950s popular space diagrams were drawn by Chesley Bonestell, which drew the attention of Walt Disney and producer Ward Kimball, who subsequently made the 1955 television episodes Man in Space and Man and the Moon, featuring Wernher von Braun, where von Braun demonstrated his XR-1 craft; health effects of space were demonstrated by former Luftwaffe fighter pilot and physicist Heinz Haber, later a well-known German television presenter; Star Trek: The Original Series was not popular when first shown, but was hugely popular after 1972 when it was repeated; consequently, the first space shuttle was named Enterprise, and when the shuttle was displayed in California on 17 September 1976, it was attended by the full cast of Star Trek, with the theme music also being played; Beverly Thurmond, NASA food scientist; Laura Louviere of NASA.
== Awards == Major Awards 1. Young Scientist Medal (1988), by the Indian Science Congress Association, India. 2. INSA Young Scientist Medal (1991), by the Indian National Science Academy, New Delhi. 3. CRSI Bronze Medal (2002), by the Chemical Research Society of India. 4. MRSI Medal (2007), by Material Research Society of India. 5. Shanti Swarup Bhatnagar Prize (2007), awarded by CSIR, Govt. India. 6. DAE Outstanding Researcher Award (2009), awarded by Dept. Atomic Energy, Govt. India. 7. Thomson Reuters Research Excellence-India Research Front Award (2009). 8. The Infosys Prize for Physical Sciences 2012 by Infosys Science Foundation. 9. Khwarizmi International Award 2012 by Iranian Organisation for Science and Technology. 10. Swadeshi Innovation Award 2012 by the Swadeshi Science Movement, Kerala. 11. Sri Vidyadhiraja Samskrithi Puraskaram 2013 by Panmana Ashram, Quilon, Kerala. 12. CRSI Silver Medal 2013 by Chemical Research Society of India. 13. TWAS Chemistry Prize 2013 by The World Academy of Sciences, Trieste, Italy. 14. ISAS National Award for Excellence in Science and Technology 2014 by Indian Society of Analytical Scientists. 15. CHEMTECH CEW Award 2015 for Leadership and Excellence in Research and Development. 16. J. C. Bose National Fellowship, 2015, DST, Govt. India. 17. Web of Science-India Research Excellence-Citation Award 2017 by Clarivate Analytics. 18. MRSI Distinguished Lectureship Award, 2019-20, by Materials Research Society of India. 19. Goyal Prize for Chemical Science, 2019, by Kurukshetra University. Other Honors 1.
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.
Validation establishes suitability for a new method, while verification confirms that a method works in a specific laboratory. Verification is often used when a validated method is adopted with existing equipment and staff. Both rely on documented acceptance criteria.