This is a working overview of Quality control, written for readers who want more than a one-paragraph summary but less than a textbook.
This page was last updated on 2025-12-17 and is reviewed periodically as new material appears.
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.
In quality control laboratories, HPLC testing supports batch release, raw material checks, stability studies, and impurity profiling. A validated method defines sample preparation, instrument settings, calibration, and acceptance criteria. Analysts compare results with specifications and investigate out-of-specification outcomes before a batch is approved. Documentation includes chromatograms, integration records, audit trails, and reagent details. Because results influence product decisions, laboratories follow formal quality systems and data integrity rules. The exact tests and limits depend on the material, its intended use, and the applicable regulatory framework.
Method validation examines whether an HPLC procedure is suitable for its intended purpose. Common parameters include accuracy, precision, specificity, linearity, range, detection limit, quantification limit, and robustness. Accuracy describes closeness to a true or accepted value, while precision describes agreement among repeated measurements. Specificity shows whether the method can measure the analyte without interference from related substances. Robustness tests small deliberate changes in flow, temperature, or solvent composition. Validation is not a one-time event; methods may need partial revalidation after changes to instruments, columns, sample handling, or specification limits. Regulatory guidance provides frameworks, but some details remain method-specific.
| 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 |
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.
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 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.
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 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.
Ever since the first discovery of Tyrannosaurus most scientists have agreed that it was an active predator, though like modern large predators it would readily scavenge or steal another predator's kill if it had the opportunity. Paleontologist Jack Horner has been a major proponent of the view that Tyrannosaurus was not a predator at all but instead was an obligate scavenger. He has put forward arguments in the popular literature to support the pure scavenger hypothesis:
==== Monoclonal antibodies ==== Monoclonal antibodies have long been considered for OI, but as of 2021, such therapy has not been approved for OI, neither in the European Union nor in the United States. Thus, it is unclear whether they are safe or effective. Among the monoclonal antibodies that have been studied are romosozumab (targets sclerostin, by Amgen), fresolimumab (TGF-β, Sanofi), blosozumab (sclerostin, Lilly), and setrusumab (sclerostin, begun by Novartis). Setrusumab, formerly known as BPS-804, is a monoclonal antibody that targets sclerostin, and has been studied in OI specifically more than any of the others. In the body, sclerostin binds to the LRP5 and LRP6 receptors, resulting in inhibition of the Wnt signaling pathway. This decreases bone formation, and is not a problem when a person has healthy bones. It is thought, though, that decreasing the concentration of sclerostin in the body may lead to the formation of more bone, and that is the premise as to why monoclonal antibodies that reduce the concentrations of naturally occurring sclerostin may help strengthen OI bone. While setrusumab was first developed at the pharmaceutical company Novartis, Novartis sold its rights to patent the drug to Mereo Biopharma in 2015, who has continued its development in conjunction with Ultragenyx. In 2019, Mereo announced that it had concluded collecting data for its phase II-B trial of setrusumab; the study was completed on 12 November 2020.
For example, for decays of 132Cs, 98.13% are ε (electron capture) or β+ (positron) decays, and 1.87% are β− (electron) decays. The half-life of this isotope is 6.480 days, which corresponds to a total decay constant of 0.1070 d−1. Then the partial decay constants, as computed from the branching fractions, are 0.1050 d−1 for ε/β+ decays, and 2.001×10−3 d−1 for β− decays. Their respective partial half-lives are 6.603 d and 347 d. Isotopes with significant branching of decay modes include copper-64, arsenic-74, rhodium-102, indium-112, iodine-126 and holmium-164.
Sources: en.wikipedia.org
In 1947, Ho Chi Minh and General Võ Nguyên Giáp retreated with his command into the Việt Bắc, the mountainous forests of northern Vietnam. By March, France had taken control of the main population centers in the country. The French chose not to pursue the Việt Minh before the beginning of the seasonal rains in May, and military operations were postponed until their conclusion. Come October, the French launched Operation Léa with the objective of swiftly putting an end to the resistance movement by taking out the Vietnamese main battle units and the Việt Minh leadership at their base in Bắc Kạn. Léa was followed by Operation Ceinture in November, with similar aims. As a result of the French offensive, the Việt Minh would end up losing valuable resources and suffering heavy losses, 7,200–9,500 KIA. Nevertheless, both operations failed to capture Ho Chi Minh and his key lieutenants as intended, and the main Vietnamese battle units managed to survive. In 1948, France started looking for means of opposing the Việt Minh politically, with an alternative government led by former emperor Bảo Đại to lead an "autonomous" government within the French Union of nations. This new state ruled over northern and central Vietnam, excluding the colony of Cochinchina, and had limited autonomy. This initial accord with the French was decried by non-Communist nationalists and Bảo Đại withdrew from the agreement. It would not be until March 1949 that the French would concede on the issue of unification and a final agreement would be reached.
== Factors affecting ligation == In the laboratory, factors that affect an enzyme-mediated chemical reaction would naturally affect a ligation reaction, these include the concentration of enzyme and the reactants, the temperature of reaction and the length of time of incubation. Ligation is complicated by the fact that the reaction can involve both inter- and intra-molecular reactions, but the desired ligation products in many ligation reactions (e.g. ligating a DNA fragment into a vector) needed first to be inter-molecular, i.e. between two different DNA molecules, followed by an intra-molecular reaction to seal and circularize the molecule. For efficient ligation, an additional annealing step is also necessary. The three steps to form a new phosphodiester bond during ligation are: enzyme adenylylation, adenylyl transfer to DNA, and nick sealing. Mg(2+) is a cofactor for catalysis, therefore at high concentration of Mg(2+) the ligation efficiency is high. If the concentration of Mg(2+) is limited, the nick- sealing is the rate- limiting reaction of the process, and adenylylated DNA intermediate stays in the solution. Such adenylylation of the enzyme restrains the rebinding to the adenylylated DNA intermediate comparison of an Achilles' heel of LIG1, and represents a risk if they are not fixed.
==== Chemical shielding ==== It might appear from the above that all nuclei of the same nuclide (and hence the same γ) would resonate at exactly the same frequency but this is not the case. The most important perturbation of the NMR frequency for applications of NMR is the "shielding" effect of the shells of electrons surrounding the nucleus. Electrons, similar to the nucleus, are also charged and rotate with a spin to produce a magnetic field opposite to the applied magnetic field. In general, this electronic shielding reduces the magnetic field at the nucleus (which is what determines the NMR frequency). As a result, the frequency required to achieve resonance is also reduced. This shift in the NMR frequency due to the electronic molecular orbital coupling to the external magnetic field is called chemical shift, and it explains why NMR is able to probe the chemical structure of molecules, which depends on the electron density distribution in the corresponding molecular orbitals. If a nucleus in a specific chemical group is shielded to a higher degree by a higher electron density of its surrounding molecular orbitals, then its NMR frequency will be shifted "upfield" (that is, a lower chemical shift), whereas if it is less shielded by such surrounding electron density, then its NMR frequency will be shifted "downfield" (that is, a higher chemical shift). Unless the local symmetry of such molecular orbitals is very high (leading to "isotropic" shift), the shielding effect will depend on the orientation of the molecule with respect to the external field (B0).
Sources: en.wikipedia.org
=== Wound healing and fibrosis === In skin wound healing, CCN1 is highly expressed in the granulation tissue by myofibroblasts, which proliferate and rapidly synthesize ECM to maintain tissue integrity and to promote regeneration of parenchymal cells. However, excessive matrix deposition can lead to fibrosis, scarring, and loss of tissue function. In skin wounds, CCN1 accumulates in the granulation tissue as myofibroblasts proliferate, and eventually reaches a sufficiently high level to drive the myofibroblasts themselves into senescence, whereupon these cells cease to proliferate and express matrix-degrading enzymes. Thus, CCN1 limits synthesis and deposition of ECM by myofibroblasts, reducing the risk of fibrosis during wound healing. In addition to skin wound healing, CCN1 expression is elevated in remodeling cardiomyocytes after myocardial infarction, in vascular injury, and in the long bones during fracture repair. Blockade of CCN1 by antibodies inhibits bone fracture healing in mice. In the kidney, CCN1 is expressed in podocytes in normal adult and embryonic glomeruli, but expression is decreased in IgA nephropathy, diabetic nephropathy, and membranous nephropathy, particularly in diseased kidneys with severe mesangial expansion. CYR61 induction of cellular senescence in the kidney is a potential therapy to limit fibrosis.
Shriram Gadhve of All India Vegetable Growers Association (AIVGA) claims his organisation supports retail reform. He claimed that currently, it is the middlemen commission agents who benefit at the cost of farmers. He urged that the retail reform must focus on rural areas and that farmers receive benefits. Gadhve claimed, "A better cold storage would help since this could help prevent the existing loss of 34% of fruits and vegetables due to inefficient systems in place." AIVGA operates in nine states including Maharashtra, Andhra Pradesh, West Bengal, Bihar, Chhattisgarh, Punjab and Haryana with 2,200 farmer outfits as its members. Bharat Krishak Samaj, a farmer association with more than 75,000 members says it supports retail reform. Ajay Vir Jakhar, the chairman of Bharat Krishak Samaj, claimed a monopoly exists between the private guilds of middlemen, commission agents at the sabzi mandis (India's wholesale markets for vegetables and farm produce) and the small shopkeepers in the unorganised retail market. Given the perishable nature of food like fruit and vegetables, without the option of safe and reliable cold storage, the farmer is compelled to sell his crop at whatever price he can get. He cannot wait for a better price and is thus exploited by the current monopoly of middlemen. Jakhar asked that the government make it mandatory for organised retailers to buy 75% of their produce directly from farmers, bypassing the middlemen monopoly and India's sabzi mandi auction system. Consortium of Indian Farmers Associations (CIFA) announced its support for retail reform.
=== Unpressed fresh === Unpressed fresh tofu is gelled soy milk with curd that has not been cut and pressed of its liquid. Depending on whether the soy milk is gelled with bittern (magnesium chloride) solution or a suspension of gypsum (calcium sulfate), different types of unpressed tofu are produced. Gypsum-gelled soft tofu has a smooth and gel-like texture and is commonly known as soft tofu, silken-tofu, or douhua (豆花). The bittern-gelled variety has a very soft spongy curdled texture and is known as extra-soft or sun-dubu (순두부). Unpressed tofu is so soft that it is directly ladled out for serving or sold with its gelling container.
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.
System suitability is a set of checks performed before and during an HPLC run to confirm that the instrument and method are working as expected. It may include retention time repeatability, resolution between peaks, peak symmetry, and signal intensity. Failing suitability criteria usually invalidates the run.