A practical reference on Quality control: what it is, how it behaves, what the literature reports, and where the honest uncertainties sit.
This page was last updated on 2026-05-03 and is reviewed periodically as new material appears.
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.
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.
Separation in HPLC depends on the chemistry of the stationary phase, the composition of the mobile phase, and the physical properties of the column. Reverse-phase separations use a nonpolar stationary phase and a polar mobile phase, and they are common for many organic compounds. Ion-exchange, size-exclusion, and normal-phase modes serve other classes of analytes. Gradient elution changes solvent strength over time, while isocratic elution holds it constant. Flow rate, temperature, particle size, and column length all influence peak shape and resolution. Detection may use ultraviolet absorbance, fluorescence, refractive index, or mass spectrometry, depending on the analyte and the required sensitivity.
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.
| 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 |
High-performance liquid chromatography testing separates components of a liquid sample by forcing a mobile phase through a packed column. The stationary phase inside the column interacts with analytes to different degrees, so each compound exits at a characteristic retention time. A pump delivers solvent at controlled flow and pressure, while an injector introduces a precise sample volume. Detectors such as ultraviolet-visible, fluorescence, refractive index, or mass spectrometric instruments record the separated bands. The resulting chromatogram provides qualitative and quantitative information about the mixture.
Separation modes differ by the chemistry of the stationary phase and the composition of the mobile phase. Reversed-phase testing uses a nonpolar column and polar solvents, making it common for pharmaceutical, environmental, and food analytes. Normal-phase testing uses a polar column and nonpolar solvents for compounds that are poorly retained in reversed-phase systems. Ion-exchange and ion-pair methods separate charged species, while size-exclusion methods sort molecules by hydrodynamic volume. Gradient elution changes solvent strength over time to resolve complex mixtures, and isocratic elution holds solvent composition constant for simpler assays.
In 1981, Frank D. Hickingbotham (b. 1936) opened the first TCBY in Little Rock, Arkansas. TCBY began franchising the following year, and had expanded to over 100 locations by 1984. Prior to 1984, the company's name was "This Can't Be Yogurt," but a lawsuit from a competitor, I Can't Believe It's Yogurt!, forced TCBY to create a new name from its initials, eventually using "The Country's Best Yogurt". TCBY began co-branding with Taco Bell, McDonald's, Subway, and Burger King in 1995. In 1991 TCBY moved into the tallest building in Arkansas, the forty-story Simmons Tower located in downtown Little Rock, and the building was renamed The TCBY Tower until 2000 when TCBY vacated. Mrs. Fields acquired TCBY in early 2000 and became Mrs. Fields Famous Brands. The combined company relocated headquarters to Broomfield, Colorado in 2012. TCBY was also present in Honduras, Costa Rica and Nicaragua for several years, but closed all of its branches. In 2001, there were 1,777 TCBY locations across the United States. By 2011, after several waves of closings, there were 405.
=== Symptoms === Solanine poisoning is primarily displayed by gastrointestinal and neurological disorders. Symptoms include nausea, diarrhea, vomiting, stomach cramps, burning of the throat, cardiac dysrhythmia, nightmares, headache, dizziness, itching, eczema, thyroid problems, and inflammation and pain in the joints. In more severe cases, hallucinations, loss of sensation, paralysis, fever, jaundice, dilated pupils, hypothermia, and death have been reported. Ingestion of solanine in moderate amounts can cause death. One study suggests that doses of 2 to 5 mg/kg of body weight can cause toxic symptoms, and doses of 3 to 6 mg/kg of body weight can be fatal. Symptoms usually occur 8 to 12 hours after ingestion, but may occur as rapidly as 10 minutes after eating high-solanine foods.
=== Criticism of expert witnesses === Several medical experts have questioned the reliability of the prosecution's expert witness, Dewi Evans. Svilena Dimitrova, an NHS consultant neonatologist, and Roger Norwich, a medico-legal expert, submitted formal complaints to the General Medical Council regarding Evans's evidence. Dimitrova told The Guardian that she believed "the theories proposed in court were not plausible and the prosecution was full of medical inaccuracies", adding that while she could not assert Letby's innocence, she saw "no proof of guilt". Evans rejected suggestions of bias and noted that the defence could have called its own expert witnesses at trial but did not do so. Other prosecution experts broadly supported Evans' conclusions. The New Yorker reported that in an unrelated earlier case, a Court of Appeal judge had described one of Evans's expert reports as "worthless", containing opinions that were "tendentious and partisan" and outside his professional competence. Another paediatrician who testified as an expert for the prosecution has since resigned from her position as a consultant following multiple complaints about her practice. The prosecution's endocrinologist, Peter Hindmarsh, was under investigation by the General Medical Council (GMC) when he gave evidence during the trial. The investigation was prompted by "multiple and wide-ranging concerns" about his practice from both of the hospitals he was affiliated with. A medical tribunal placed restrictions on his ability to practise, arguing that he "may pose a real risk to members of the public".
Sources: en.wikipedia.org
=== Climate and Health === Beginning in 2024, the HISP Centre received a grant from the Wellcome Trust to develop and pilot new DHIS2 functionalities for climate and health use cases. This has led to the development of tools for integrating weather, climate, and environmental data into DHIS2 and harmonizing it with health data and for predictive modeling of climate-sensitive diseases.
== See also == Borophene – Allotrope of boron Carbon fiber – Light, strong and rigid composite materialPages displaying short descriptions of redirect targets Penta-graphene GraphExeter – Material made of graphene sheets Phagraphene Plumbene – Material made up of a single layer of lead atoms Silicene – Two-dimensional allotrope of silicon
Methods of semen collection include masturbation, condom collection, and epididymal extraction. The sample should never be obtained through coitus interruptus as some portion of the ejaculate could be lost, bacterial contamination could occur, or the acidic vaginal pH could be detrimental for sperm motility. The optimal sexual abstinence for semen sampling is two to seven days. The most common way to obtain a semen sample is through masturbation or withdrawal method and the best place to obtain it is in the clinic where the analysis will take place in order to avoid temperature changes during the transport that can be lethal for some spermatozoa. Once the sample is obtained, it must be put directly into a sterile plastic receptacle (never in a conventional condom, since they have chemical substances such as lubricants or spermicides that could damage the sample) and be handed to the clinic for it to be studied within the hour. There are some situations that necessitate alternative collection methods, such as retrograde ejaculation, neurological injury or psychological inhibition. Depending on the situation, specialized condoms, electrostimulation or vibrostimulation might be used.
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.
HPLC testing measures the presence and amount of one or more compounds in a liquid sample. It separates mixture components and records detector responses as peaks, which are compared with reference standards. Results are usually reported as concentrations or relative percentages.