This is a working overview of precision, written for readers who want more than a one-paragraph summary but less than a textbook.
Reviewed 2025-11-10. Anything still debated is marked as such rather than presented as settled.
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.
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.
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.
| 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 |
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.
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.
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.
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.
== Mechanism of action == As studied mainly on cisplatin, but presumably for other members as well, platinum-based antineoplastic agents cause crosslinking of DNA as monoadduct, interstrand crosslinks, intrastrand crosslinks or DNA protein crosslinks. Mostly they act on the adjacent N-7 position of guanine, forming a 1, 2 intrastrand crosslink. The resultant crosslinking inhibits DNA repair and/or DNA synthesis. This mechanism leads to specific patterns of damage in DNA, which can kill cancer cells but can also increase the risk of secondary tumors developing. Platinum(IV) prodrugs have also been investigated as a strategy to overcome resistance to platinum chemotherapy. In preclinical models of prostate cancer, the cisplatin prodrug Platin-L inhibited fatty acid oxidation through interaction with CPT1A and showed activity against cisplatin-resistant tumors. Platinum-based antineoplastic agents are sometimes described as "alkylating-like" due to similar effects as alkylating antineoplastic agents, although they do not have an alkyl group.
== Synthesis == The first reported syntheses of fluoroalanine in 1976 involved treating cysteine with difluorine under an inert atmosphere. This produced a mixture of 3-fluoroalanine and 3,3-difluoroalanine, with the former as the major component.
==== Soft drinks and energy drinks ==== Caffeine is also a common ingredient of soft drinks, such as cola, originally prepared from kola nuts. Soft drinks typically contain 0 to 55 milligrams of caffeine per 12 ounce (350 mL) serving. By contrast, energy drinks, such as Red Bull, can start at 80 milligrams of caffeine per serving. The caffeine in these drinks either originates from the ingredients used or is an additive derived from the product of decaffeination or from chemical synthesis. Guarana, a primary ingredient of energy drinks, contains large amounts of caffeine with small amounts of theobromine and theophylline in a naturally occurring slow-release excipient.
Sources: en.wikipedia.org
== External links == GeneReviews/NCBI/NIH/UW entry on Stickler Syndrome COL2A1 at Genetics Home Reference small deletion defects nucleotide substitutions Definition of COL2A1 Archived 2012-08-09 at the Wayback Machine GeneCard
The low demand makes working mines for extraction of thorium alone not profitable, and it is almost always extracted with the rare earths, which themselves may be by-products of production of other minerals. The current reliance on monazite for production is due to thorium being largely produced as a by-product; other sources such as thorite contain more thorium and could easily be used for production if demand rose. Present knowledge of the distribution of thorium resources is poor, as low demand has led to exploration efforts being relatively minor. In 2014, world production of the monazite concentrate, from which thorium would be extracted, was 2,700 tonnes. The common production route of thorium constitutes concentration of thorium minerals; extraction of thorium from the concentrate; purification of thorium; and (optionally) conversion to compounds, such as thorium dioxide.
=== Pharmacodynamics === BMS-986122 can enhance the affinity and efficacy of various orthosteric MOR agonists, including the endogenous opioid peptides, for the MOR. However, its effects are dependent on the ligand, and in the case of morphine, it enhances efficacy without affecting affinity. BMS‐986122 has no MOR agonist activity, is selective for the MOR, and lacks PAM activity at the δ-opioid receptor (DOR). However, it has been identified as a silent allosteric modulator (SAM) of the DOR and κ-opioid receptor (KOR). The drug has analgesic effects in animals. In contrast to MOR agonists, BMS-986122 does not appear to promote opioid-induced constipation, respiratory depression, or reward. The drug has been found to attenuate opioid tolerance in rodents, specifically in terms of analgesia. Besides its analgesic effects, BMS-986122 has been found to enhance the analgesic effects of non-opioid analgesics such as clonidine and gabapentin in rodents.
== Fourth Ministry == On 28 July 2005, following the resignation of Deputy Premier Terry Mackenroth from the ministry and from Parliament, a ministry of 19 cabinet ministers and 6 parliamentary secretaries was sworn in. It served until the reconstitution of the Ministry on 23 September 2006 following the 2006 election. Following a Crime and Misconduct Commission report on 7 December 2005, Gordon Nuttall resigned as a minister. Tim Mulherin was appointed in his place on 12 December.
Sources: en.wikipedia.org
fMLF and a sampling of other, less potent, N-formyl oligopeptides were then found to stimulate a wide array of rabbit neutrophil functions such as: the transient auto-aggregation of these cells in suspension and equally transient fall in circulating neutrophils when injected into rabbit veins (these responses result from an increase in neutrophil adhesiveness to each other and/or vascular endothelium); the release (see degranulation) of intracellular granule-bound enzymes and other antimicrobial cytotoxic molecules; and the production and release of cytotoxic reactive oxygen species such as superoxide and hydrogen peroxide. All of these responses are part of the innate immune systems initial line of defense against bacterial invasions. Follow-up studies found that the genes of mitochondria and chloroplasts of eukaryotic cells, including the mitochondria of humans, release N-formyl-methionyl containing peptides with chemotactic activities that exactly mimic those of fMLF. These organelle-derived formylated peptides are true analogs of fMLF that operate through fMLF receptors to recruit circulating blood leukocytes to and thereby initiate inflammation responses at sites of cell damage and tissue destruction not caused by bacteria. Thus, fMLF can act as a find-me signal, released by dead or dying cells to attract phagocytes to those cells, so that the phagocytes phagocytose the dead or dying cells, thereby clearing up the damage. fMLF and other N-formylated oligopeptides were found to be similarly active in human neutrophils.
The adoption of -gate to suggest the existence of a scandal was promoted by William Safire, the conservative New York Times columnist and former Nixon administration speechwriter. As early as September 1974, he wrote of "Vietgate", a proposed pardon of the Watergate criminals and Vietnam War draft dodgers. Subsequently, he coined numerous -gate terms, including Billygate, Briefingate, Contragate, Deavergate, Debategate, Doublebillingsgate (of which he later said "My best [-gate coinage] was the encapsulation of a minor ... scandal as doublebillingsgate"), Frankiegate, Franklingate, Genschergate, Housegate, Iraqgate, Koreagate, Lancegate, Maggiegate, Nannygate, Raidergate, Scalpgate, Travelgate, Troopergate, and Whitewatergate. The New York magazine suggested that his aim in doing so was "rehabilitating Nixon by relentlessly tarring his successors with the same rhetorical brush – diminished guilt by association". Safire himself later said to author Eric Alterman that he "may have been seeking to minimize the relative importance of the crimes committed by his former boss with this silliness". The usage has spread into languages other than English; examples of -gate being used to refer to local political scandals have been reported from Argentina, Germany, South Korea, Hungary, Greece and the former Yugoslavia. The term is also used in Mandarin Chinese with the suffix -mén (simplified Chinese: 门; traditional Chinese: 門; lit. 'door', 'gate'). Some commentators have characterized this use of the -gate suffix as a snowclone.
The third case studied here is alpha-methylfentanyl. This group contains a substitution similar to the 3-methylfentanyl that was examined in the previous example on the previous image in this series (Fentanyl Synthesis p4.png), but it is on the phenethyl chain as opposed to being implanted on the piperidine ring. We then mark the two stereocenters, one on the C-4 carbon just as on fentanyl itself, and the other on the C-α (alpha carbon). To analogize these stereocenters we chose N-(1-hydroxyethyl)-4-hydroxypiperidine. When we draw out all potential stereoisomers, we see that the C-4 stereocenter is super-imposable, eliminating it as a true stereocenter. This leaves only 2 R/S assignments that follow the orientation of the stereocenter at the C-α (alpha carbon) position for the real α-methylfentanyl. These are labeled 7S and 7R, a reflection of the stereocenter in the piperidine derivative we used being at C-7 position. It is interesting that the C-4 stereocenter, which has no chiral activity in fentanyl (1st example), activiates it in 3-methylfentanyl with an on-the-ring addition, and loses it again in α-methylfentanyl with an off-the-ring addition. The fourth case studied here is ohmfentanyl. Ohmfentanyl has three potential stereocenters, which are best analogized by another piperidine derivative: N-(1-hydroxyethyl)-3-methyl-4-hydroxypiperidine. This uses a similar structure to analogize the three potential stereocenters in ohmfentanyl, namely the 4-C, the 3-C, and the β-C (beta carbon). These three stereocenters are analogized in the C-4, C-3, and C-7 respectively.
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.
HPLC separates and quantifies compounds in a liquid sample. Detectors produce a response proportional to the amount of a compound passing through the flow cell. Identification by retention time requires comparison with a known standard.