precision 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.
Last reviewed on 2025-09-17. Where a claim depends on a specific study, the study is described rather than over-claimed.
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.
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.
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.
| Property | Value | Notes |
|---|---|---|
| Validation parameter | Accuracy | Measured value compared with true or accepted value |
| Precision type | Repeatability | Same analyst, instrument, and short time interval |
| Linearity range | 50–150% of target concentration | Common for assay methods; method-dependent |
| Limit of quantitation | Signal-to-noise ratio of 10:1 | Lowest concentration with acceptable precision |
| Common synonyms | Method validation, analytical validation | Documented confirmation that a method is suitable |
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.
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.
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.
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.
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.
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.
=== Femarelle Rejuvenate === Femarelle Rejuvenate is intended for women in the perimenopausal stage and focuses on symptoms associated with hormonal fluctuations, including mood changes, tiredness, and changes affecting skin and hair. The formulation contains DT56a together with biotin and riboflavin (vitamin B2).
The Furman is a unit of angular measure equal to 1⁄65,536 of a circle, or just under 20 arcseconds. It is named for Alan T. Furman, the American mathematician who adapted the CORDIC algorithm for 16-bit fixed-point arithmetic sometime around 1980. 16 bits give a resolution of 216 = 65,536 distinct angles. A related unit of angular measure equal to 1⁄256 of a circle, represented by 8 bits, has found some use in machinery control where fine precision is not required, most notably crankshaft and camshaft position in internal combustion engine controllers, and in video game programming. There is no consensus as to its name, but it has been called the 8-Bit Furman. These units are convenient because binary integer overflow resembles angular arithmetic: the value of an 8-bit integer overflows from 255 to 0 when a full circle has been traversed. This means binary addition and subtraction work as expected for angular arithmetic. Measures are often made using a Gray code, which is trivially converted into more conventional notation. Its value is equivalent to about 0.0245 radians or 1.41°.
Fluorotelomer-based products have been shown to degrade to PFOA over periods of decades; these studies could lead EPA to require DuPont and others to reformulate products with a value over $1 billion.
Sources: en.wikipedia.org
=== Pain modulation === Like other dynorphin peptides, big dynorphin can produce analgesic effects through κ-opioid receptor (KOR) activation at spinal nociceptive sites. However, at supraspinal levels through non-opioid mechanisms involving NMDA receptor modulation and ASIC1a activation, big dynorphin can produce pro-nociceptive effects, enhancing pain sensitivity in both acute and chronic pain states.
The shortage of manpower proved to be decisive as well. During the war, the Slovak National Council brought its demands to the young Austrian Emperor, Franz Joseph I, who seemed to take a note of it and promised support for the Slovaks against the revolutionary radical Hungarians. However the moment the revolution was over, Slovak demands were forgotten. These demands included an autonomous land within the Austrian Empire called "Slovenský kraj" which would be eventually led by a Serbian prince. This act of ignorance from the Emperor convinced the Slovak and the Czech elite who proclaimed the concept of Austroslavism as dead. Disgusted by the Emperor's policy, in 1849, Ľudovít Štúr, the person who codified the first largely used Slovak language, wrote a book he would name Slavdom and the World of the Future. This book served as a manifesto where he noted that Austroslavism was not the way to go anymore. He also wrote a sentence that often serves as a quote until this day: "Every nation has its time under God's sun, and the linden [a symbol of the Slavs] is blossoming, while the oak [a symbol of the Teutons] bloomed long ago." He expressed confidence in the Russian Empire however, as it was the only country of Slavs that was not dominated by anybody else, yet it was one of the most powerful nations in the world. He often symbolized Slavs as being a tree, with "minor" Slavic nations being branches while the trunk of the tree was Russian.
Florey developed a detailed project plan and deployed eight graduate researchers on it, including Sanders, Medawar and Taylor. Florey performed delicate surgery on rabbits to examine the effects of lymphocyte deprivation. The project, not completed for many years, resulted in several papers and advances in the understanding of the immune system. Florey continued with his lysozyme project. Although the MRC had agreed to pay Roberts's salary, it baulked at providing money for a piece of apparatus that he required. Florey then turned to the Rockefeller Foundation for assistance, and was provided with US$1,250 (about £320)(equivalent to $29,000 in 2025). Florey and Maegraith harvested lysozyme from animals, and Roberts was able to purify it. Edward Abraham then managed to crystallize it in 1937. Chain and Epstein then studied it and determined that it was a polysaccharidase and, with Gardner's help, were able to determine its structure, and how it acted on polysaccharides. The lysozyme research was successful, but while it was lethal to micrococci, these bacteria are not usually pathogenic, and were of little concern to medicine.
Isotope masses from: Audi, Georges; Bersillon, Olivier; Blachot, Jean; Wapstra, Aaldert Hendrik (2003), "The NUBASE evaluation of nuclear and decay properties", Nuclear Physics A, 729: 3–128, Bibcode:2003NuPhA.729....3A, doi:10.1016/j.nuclphysa.2003.11.001 Isotopic compositions and standard atomic masses from: de Laeter, John Robert; Böhlke, John Karl; De Bièvre, Paul; Hidaka, Hiroshi; Peiser, H. Steffen; Rosman, Kevin J. R.; Taylor, Philip D. P. (2003). "Atomic weights of the elements. Review 2000 (IUPAC Technical Report)". Pure and Applied Chemistry. 75 (6): 683–800. doi:10.1351/pac200375060683. Wieser, Michael E. (2006). "Atomic weights of the elements 2005 (IUPAC Technical Report)". Pure and Applied Chemistry. 78 (11): 2051–2066. doi:10.1351/pac200678112051. "News & Notices: Standard Atomic Weights Revised". International Union of Pure and Applied Chemistry. 19 October 2005. Half-life, spin, and isomer data selected from the following sources. Audi, Georges; Bersillon, Olivier; Blachot, Jean; Wapstra, Aaldert Hendrik (2003), "The NUBASE evaluation of nuclear and decay properties", Nuclear Physics A, 729: 3–128, Bibcode:2003NuPhA.729....3A, doi:10.1016/j.nuclphysa.2003.11.001 Holden, Norman E. (2004). "11. Table of the Isotopes". In Lide, David R. (ed.). CRC Handbook of Chemistry and Physics (85th ed.). Boca Raton, Florida: CRC Press. ISBN 978-0-8493-0485-9. National Nuclear Data Center. "NuDat 3.0 database". Brookhaven National Laboratory.
Sources: en.wikipedia.org
== History == The NAFBL was formed in January 1895 and in March 1895, the NAFBL began operation as the third significant U.S. soccer league. It drew its teams primarily from northern New Jersey and New York City. Few records exist for the league, but the teams and standings for four of the five seasons do exist. After its first spring-summer season in 1895, the NAFBL moved to a winter schedule in the fall of 1895. On December 16, 1895, the NAFBL opened its second season with a game pitting the Kearny Scottish-Americans and the International Athletic Club. In 1899, a deep recession, accompanied by the Spanish–American War led to the collapse of several athletic leagues and teams, among them the NAFBL. On August 14, 1906, the league was revived and continued in operation until 1921. That year, several of the top NAFBL teams, frustrated by the amateur/semi-professional nature of the league, joined with other top North Atlantic U.S. teams to form the first fully professional U.S. soccer league, the American Soccer League.
Bian Que (Chinese: 扁鵲, Wade–Giles: Pien Ch'iao, c. 300 BC) was a legendary Chinese internist and surgeon who reportedly used general anesthesia for surgical procedures. It is recorded in the Book of Master Han Fei (c. 250 BC), the Records of the Grand Historian (c. 100 BC), and the Book of Master Lie (c. 300 AD) that Bian Que gave two men, named "Lu" and "Chao", a toxic drink which rendered them unconscious for three days, during which time he performed a gastrostomy upon them. Hua Tuo (Chinese:華佗， c. 140–208 AD) was a Chinese surgeon of the 2nd century AD. According to the Records of Three Kingdoms (c. 270 AD) and the Book of the Later Han (c. 430 AD), Hua Tuo performed surgery under general anesthesia using a formula he had developed by mixing wine with a mixture of herbal extracts he called mafeisan (麻沸散). Hua Tuo reportedly used mafeisan to perform even major operations such as resection of gangrenous intestines. Before the surgery, he administered an oral anesthetic potion, probably dissolved in wine, in order to induce a state of unconsciousness and partial neuromuscular blockade. The exact composition of mafeisan, similar to all of Hua Tuo's clinical knowledge, was lost when he burned his manuscripts, just before his death. The composition of the anesthetic powder was not mentioned in either the Records of Three Kingdoms or the Book of the Later Han. Because Confucian teachings regarded the body as sacred and surgery was considered a form of body mutilation, surgery was strongly discouraged in ancient China.
== H-Y Antigen == H-Y antigens are encoded by genes on the Y chromosome. Both HLA class I and II alleles have been found to present these antigens. Some of these antigens are ubiquitously expressed in nucleated male cells, and the presence of these antigens has been associated with a greater risk of developing GVHD allogeneic stem cell transplantation for a HLA matched gene when there's a male recipient and female donor. H-Y MiHA play a role in pregnancy with a male fetus because fetal cells can cross from the placenta into the maternal blood stream where the maternal T cells respond to the foreign antigen presented on both MHC class I and II. Therefore, H-Y specific CD8+ T cells develop in the maternal blood and can target the fetal cells with nucleus expressing the antigen on a MHC class I molecule. The response to these fetal H-Y antigens are involved with women experiencing secondary recurrent miscarriage who were previously pregnant with a male fetus. Women with an earlier male pregnancy have T cells which were previously exposed to these H-Y antigens, and consequently recognize them quicker. It has been found that women with recurrent miscarriage also contain MHC II with ability to present these antigens to T helper cells (CD4+) which is significant for CD8+ activation.
The publication of medical abbreviations for use in the journals published by the American Medical Association is dictated by the AMA Manual of Style is the style guide of the American Medical Association. Periods are generally not used. Plurals for medical acronyms are represented by affixes a lowercase s with no apostrophe. Arrows may also be used to indicate elevation (↑), diminution (↓), and causation (→, ←).
== History == In 1987, Dynacare Health Group acquired its first diagnostic laboratory—Quality Medical Laboratories and established Dynacare Laboratories. By 2015, Dynacare was part of the Central Medical Laboratories (CML), established in 1959 in Winnipeg, Manitoba. Dynacare was formed with the formation of an "operational partnership" in 1997 between Ontario's Bio-Science Laboratory and Gamma North Peel Partnership Inc. In 2002, Laboratory Corporation of America (LabCorp) acquired Dynacare Laboratories—one of the Dynacare partners—for US$480-million, while also assuming Dynacare debt worth $205-million. By 2002, Dynacare, just before LabCorp's takeover, had become the largest central clinical laboratory in western Canada, with a revenue in 2001 of $402.4-million and a profit of $11.7-million. By June 2020, DynaLIFE was operating 36 private laboratories in the Edmonton area and northern Alberta and had a contract with the Alberta government that is set to expire in 2022. In June 2020, Alberta Health Services, announced plans to outsource public community laboratory services to private companies. Gamma-Dynacare acquired LifeLabs Quebec. In 2013, DynaLIFE Medical Labs partnered with Dynacare, which operates laboratories in Alberta and across Canada. In 2015, Gamma-Dynacare Medical Laboratories rebranded itself back to Dynacare.
Sources: en.wikipedia.org
System suitability is a set of checks that confirm the instrument and method perform within limits before sample analysis. It typically includes resolution, tailing factor, retention time, and peak area reproducibility. If a check fails, the run is invalidated until the cause is resolved.
QC samples are usually injected at the beginning, at intervals during the run, and at the end. The exact frequency depends on the method, sample count, and regulatory requirements. Results outside acceptance limits can require rejection of the affected samples and investigation.
Method validation demonstrates that an HPLC procedure produces reliable results for its intended purpose. It provides documented evidence for accuracy, precision, specificity, and other performance characteristics. Regulators and quality systems require validation before a method is used for release or stability testing.
It is a set of checks performed before or during an HPLC run to confirm the system works as expected. Parameters may include resolution, tailing factor, theoretical plates, and retention time precision. Failure can trigger maintenance, method adjustment, or repeat analysis.