A practical reference on Quality control: what it is, how it behaves, what the literature reports, and where the honest uncertainties sit.
Reviewed 2026-08-01. Anything still debated is marked as such rather than presented as settled.
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.
Separation performance depends on particle size, pore size, column length, and the chemistry of the stationary phase. Smaller particles generally improve efficiency but require higher pressure and suitable instrumentation. The mobile phase often contains buffers and organic solvents that influence retention and selectivity. Testing labs select conditions based on the analytes, sample matrix, and required sensitivity. Method development frequently involves screening several columns and solvent mixtures before a final set of conditions is chosen.
High-performance liquid chromatography is an analytical technique that separates components in a liquid sample by passing them 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 how analytes partition between the mobile phase and the stationary phase cause them to exit the column at different times. Detection then records a signal proportional to the amount of each separated substance. The resulting chromatogram provides retention times and peak areas for identification and quantification.
Instrumentation includes a solvent delivery system, an autosampler, a column oven, and one or more detectors. Reversed-phase columns with chemically modified silica are widely used, but normal-phase, ion-exchange, size-exclusion, and affinity modes exist for specific separations. Detectors may rely on ultraviolet absorbance, fluorescence, refractive index, or mass spectrometry. Column temperature, mobile phase composition, and flow rate are adjusted to improve resolution. System pressure is monitored because rising pressure can indicate column blockage or deteriorating packing.
| 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. |
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.
HPLC testing is not a single fixed procedure; it is a family of separation modes. Reversed-phase, normal-phase, ion-exchange, size-exclusion, and affinity chromatography each suit different analyte properties. Reversed-phase methods dominate because they handle many neutral and moderately polar compounds. Detection can be optical, electrochemical, or mass spectrometric, and the detector dictates what information is available. Coupling with mass spectrometry increases selectivity and enables identification when standards are unavailable. The technique cannot separate every mixture without adjustment.
HPLC testing is an analytical technique used to separate, identify, and quantify components in a liquid sample. It relies on a pressurized mobile phase that carries the sample through a column packed with stationary phase. Different compounds travel at different rates because of interactions with the stationary and mobile phases. The resulting signal versus time is a chromatogram. Peak position indicates identity under specified conditions, while peak area or height relates to amount.
The analysis of the entire complement of phosphorylated proteins in a cell is certainly a feasible option. This is due to the optimization of enrichment protocols for phosphoproteins and phosphopeptides, better fractionation techniques using chromatography, and improvement of methods to selectively visualize phosphorylated residues using mass spectrometry. Although the current procedures for phosphoproteomic analysis are greatly improved, there is still sample loss and inconsistencies with regards to sample preparation, enrichment, and instrumentation. Bioinformatics tools and biological sequence databases are also necessary for high-throughput phosphoproteomic studies.
Robert "Bob" Swanson (1947–1999) was an American venture capitalist who co-founded Genentech in 1976 with Herbert Boyer. Genentech is one of the leading biotechnology companies in the world. He was CEO of Genentech from 1976 to 1990, and chairman from 1990 to 1996. Swanson graduated from the Massachusetts Institute of Technology, where he was a member of the Sigma Chi fraternity. He completed a B.S. degree in Chemistry as well as a master's degree in Management from the MIT Sloan School of Management. Both degrees were conferred in 1970. He is regarded as an instrumental figure in launching the biotechnology revolution. The authors of the book, 1,000 Years, 1,000 People: Ranking the Men and Women Who Shaped the Millennium ranked Mr. Swanson number 612. Mr. Swanson was inducted into the Junior Achievement U. S. Business Hall of Fame in 2006. He received the 2000 Biotechnology Heritage Award posthumously with Herbert Boyer. On December 6, 1999, he succumbed to glioblastoma, a type of brain cancer, at the age of 52.
high affinity towards the target (less than 1 μM) selectivity versus other targets significant efficacy in a cellular assay druglikeness (moderate molecular weight and lipophilicity usually estimated as ClogP). Affinity, molecular weight and lipophilicity can be linked in single parameter such as ligand efficiency and lipophilic efficiency. low to moderate binding to human serum albumin low interference with P450 enzymes and P-glycoproteins low cytotoxicity metabolic stability high cell membrane permeability sufficient water solubility (above 10 μM) chemical stability synthetic tractability patentability The project team will usually select between three and six compound series to be further explored. The next step will allow the testing of analogous compounds to determine a quantitative structure-activity relationship (QSAR). Analogs can be quickly selected from an internal library or purchased from commercially available sources ("SAR by catalog" or "SAR by purchase"). Medicinal chemists will also start synthesizing related compounds using different methods such as combinatorial chemistry, high-throughput chemistry, or more classical organic chemistry synthesis.
The Census Bureau's 2006–2010 American Community Survey showed that (in 2010 inflation-adjusted dollars) median household income was $105,625 (with a margin of error of +/− $14,945) and the median family income was $128,382 (+/− $16,732). Males had a median income of $95,795 (+/− $24,665) versus $72,188 (+/− $16,155) for females. The per capita income for the borough was $56,485 (+/− $6,202). About 2.4% of families and 4.0% of the population were below the poverty line, including 1.8% of those under age 18 and 9.4% of those age 65 or over.
Carnivora have a simple stomach adapted to digest primarily meat, as compared to the elaborate digestive systems of herbivorous animals, which are necessary to break down tough, complex plant fibers. The cecum is either absent or short and simple, and the large intestine is not sacculated or much wider than the small intestine.
Sources: en.wikipedia.org
=== Animal models === Gabapentin prevents seizures in a dose-related manner in several laboratory animal models. These models include spinal extensor seizures from low-intensity electroshock to the forebrain in mice, maximal electroshock in rats, spinal extensor seizures in DBA/2 mice with a genetic sensitivity to seizures induced by loud noise, and in rats "kindled" to produce focal seizures by repeated prior electrical stimulation of the hippocampus. Gabapentin slightly increased spontaneous absence-like seizures in a genetically susceptible strain recorded with electroencephalography. All of these effects of gabapentin were seen at dosages at or below the threshold for producing ataxia. Gabapentin has been tested in a variety of animal models relevant to analgesic actions. Generally, gabapentin is not active to prevent pain-related behaviors in models of acute nociceptive pain. It prevents pain-related behaviors when animals are made sensitive by prior peripheral inflammation or peripheral nerve damage (inflammatory or neuropathic conditions).
== Mechanism of action == Abatacept is a soluble CTLA-4 analog that prevents antigen-presenting cells (APCs) from delivering the co-stimulatory signal. This prevents the T cells from being fully activated, and even downregulates them. Simple signaling without co-stimulation allows the cell to recognize the primary signal as "self" and not ramp-up responses for future responses as well. In order for T cells to be activated and attack an antigen, that antigen must be presented to the T cell by an APC. That activation requires two signals (one of which is called co-stimulatory signal or signal 2): For signal 1, the APC must bind the antigen to a major histocompatibility complex (MHC) molecule, bring that complex to its surface, and present it to the T cell receptor on the surface of the T cell. For signal 2, the APC must present a B7 protein (CD80 or CD86) on its cell surface to a CD28 protein on the surface of the T cell. These two signals activate the T cell. Without signal 2, the T cell will not be activated, and will become anergic. Abatacept, which consists of a fusion protein of the extracellular domain of CTLA-4 and human IgG1, binds to the B7 protein on the APC and prevents it from delivering the co-stimulatory signal to the T cell.
== History == The first definition of the term bioinformatics was coined by Paulien Hogeweg and Ben Hesper in 1970, to refer to the study of information processes in biotic systems. This definition placed bioinformatics as a field parallel to biochemistry (the study of chemical processes in biological systems). Bioinformatics and computational biology involved the analysis of biological data, particularly DNA, RNA, and protein sequences. The field of bioinformatics experienced explosive growth starting in the mid-1990s, driven largely by the Human Genome Project and by rapid advances in DNA sequencing technology. Analyzing biological data to produce meaningful information involves writing and running software programs that use algorithms from graph theory, artificial intelligence, soft computing, data mining, image processing, and computer simulation. The algorithms in turn depend on theoretical foundations such as discrete mathematics, control theory, system theory, information theory, and statistics.
At the beginning of the war, the U.S. was neutral in the conflict because of its opposition to European colonialism, because the Việt Minh had recently been U.S. allies, and because, in the context of the Cold War, most of its attention was focused on Europe where Winston Churchill argued an "Iron Curtain" had fallen. The 1949 victory of Mao Zedong's Chinese Communist Party in the Chinese Civil War, the recognition of the DRV by the USSR and the newly formed People's Republic of China in January 1950, which prompted the US and the UK to recognize the State of Vietnam in response, and the signing of the Sino-Soviet Treaty of Friendship shortly after in February, shifted the US stance on the matter, and the war came to be viewed as another front in the anticommunist struggle. Indochina, and Southeast Asia more broadly, was declared vital by the U.S. government, and the containment of communism at the southern Chinese border, and, later, Korea, became one of the priorities of American foreign policy as it was believed that the fall of Indochina to communist hands would lead to the loss of other nations in the region. At this time, communism was seen as a uniform bloc, dominated by the Soviet Union. It was feared in Washington that if Ho were to win the war, he would establish a state politically aligned with Moscow, with the Soviets ultimately controlling Vietnamese affairs. This prospect spurred the U.S. to support France in their war effort, primarily through the Mutual Defense Assistance Act. In May 1950, after Chinese communist forces occupied Hainan island, U.S.
Sources: en.wikipedia.org
== Clinical use == Metirosine has been shown to suppress catecholamine synthesis and alleviate symptoms related to catecholamine excess, including hypertension, headache, tachycardia, constipation, and tremor.
=== RNAi therapeutics === Just after Fire and Mello's ground-breaking discovery, Elbashir et al. discovered, by using synthetically made siRNA, it was possible to target the silencing of specific sequences in a gene, rather than silencing the entire gene. Only a year later, McCaffrey and colleagues demonstrated that this sequence-specific silencing had therapeutic applications by targeting a sequence from the Hepatitis C virus in transgenic mice. Since then, multiple researchers have been attempting to expand the therapeutic applications of RNAi, specifically looking to target genes that cause various types of cancer. By 2006, the first applications to reach clinical trials were in the treatment of macular degeneration and respiratory syncytial virus. Four years later the first-in-human Phase I clinical trial was started, using a nanoparticle delivery system to target solid tumors. The FDA approved the first siRNA-based drug (patisiran) in 2018. Givosiran and lumasiran later won FDA approval for the treatment of AHP and PH1 in 2019 and 2020, respectively. Inclisiran received EMA approval in 2020 for the treatment of high cholesterol and is currently under review by the FDA.
It is approved as an antimanic and antiseizure in Japan as well. In UK, valproate is approved for bipolar mania and epilepsy, and both valproate and divalproex are approved, although divalproex sodium is known as valproate semisodium. Valproate's precise mechanism of action is unclear. Proposed mechanisms include affecting GABA levels, blocking voltage-gated sodium channels, inhibiting histone deacetylases, and increasing LEF1. Valproic acid is a branched short-chain fatty acid (SCFA), a derivative of valeric acid. Valproate was originally synthesized in 1881 and came into medical use in 1962. It is on the World Health Organization's List of Essential Medicines. It is available as a generic medication. In 2023, it was the 160th most commonly prescribed medication in the United States, with more than 3 million prescriptions.
all the Francoist institutions without exception, so that the reform law actually liquidated what it was intended to reform. In addition, the new attitude of the government and especially that of its president changed the political climate, overcoming the tension that had been experienced during the government of Arias Navarro. On July 31, the government approved the amnesty, one of the main demands of the anti-Francoist opposition, although "blood crimes" were excluded, so that many "Basque prisoners", alleged members of ETA, remained in jail. This coupled with the fact that demonstrations in the Basque Country and Navarre were normally banned precisely because they included the request for amnesty for "Basque prisoners" and the claim for self-government which the authorities immediately linked to ETA activity ─ which continued with the attacks ─ would explain that there the climate of tension (and political radicalization) increased while in the rest of Spain it decreased. The obstacle that most worried the government to carry out the "political reform" was not what the democratic opposition could say, but rather the Army, that was considered the ultimate guarantor of "Franco's legacy". On September 8, Adolfo Suarez met with the military leadership to convince the high command of the need for reform.
Staphylococci are considered to have a creamy consistency, while some Neisseria species are sticky, and colonies of diphtheroid bacteria and beta-hemolytic streptococci are typically dry. Bacteria that produce capsules often have a slimy (mucoid) consistency. When certain microorganisms are grown on blood agar, they may digest the blood in the medium, causing visible hemolysis (destruction of red blood cells) on the agar plate. In colonial morphology, hemolysis is classified into three types: alpha-, beta-, and gamma-hemolysis. In alpha-hemolysis, the blood is partially digested, causing the area around the colony to turn green. In beta-hemolysis, the organism digests the blood completely, leaving a clear area around each colony. Organisms that do not produce hemolysis are referred to as gamma-hemolytic. Clostridium perfringens, which causes gas gangrene, is noteworthy for producing a "double zone" of both complete and incomplete hemolysis. The odour of a culture is sometimes considered part of colonial morphology. While intentionally smelling microbial cultures is not advised, some organisms produce distinctive odours that can be detected during routine examination of the culture. Among these are Pseudomonas aeruginosa, which has a grape-like scent; Staphylococcus aureus, which is said to smell like old socks; and Proteus mirabilis, whose scent is alternately described as putrid or like chocolate cake. Other distinctive features of colonial morphology include motility and the production of pigments.
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.
HPLC separates and detects individual compounds in a liquid sample, producing peaks at characteristic retention times. Peak area or height can be used to estimate concentration when calibrated with known standards. It does not identify unknown compounds with certainty unless additional detectors or reference materials are used.