quality control is one of those subjects where the details matter more than the headlines. This page pulls together the background, the mechanisms, and the practical points readers ask about most.
Last reviewed on 2025-12-14. Where a claim depends on a specific study, the study is described rather than over-claimed.
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.
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.
Routine quality control monitors retention time shifts, baseline noise, system pressure, and peak shape. Trends can reveal column aging, mobile phase preparation errors, detector drift, or sample degradation. Corrective actions may include replacing the column, preparing fresh mobile phase, or recalibrating the detector. Stability testing often uses HPLC to measure parent compound loss and degradation product formation. Open questions remain about how accelerated stability results extrapolate to long-term storage under varied conditions.
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.
| 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. |
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.
Reversed-phase chromatography dominates modern HPLC testing, using a nonpolar stationary phase such as chemically bonded octadecyl groups and a polar mobile phase of water mixed with organic solvent. Analytes partition between the mobile and stationary phases according to hydrophobicity. Gradient elution changes the mobile phase composition over time to separate compounds with a wide range of retention. Isocratic elution keeps the composition constant and is simpler for routine assays. Column temperature, pH, and flow rate influence selectivity, peak shape, and retention time, so these parameters are controlled during a validated method.
Detection in HPLC testing commonly relies on ultraviolet-visible absorbance, fluorescence, refractive index, or mass spectrometry. A diode array detector records full spectra across a wavelength range, which helps identify co-eluting peaks. Mass spectrometry provides mass-to-charge ratios and can confirm molecular identity at low concentrations. The choice of detector depends on analyte structure, required sensitivity, and whether quantitation or identification is the goal. No single detector works for every compound, and method development often compares responses before selecting one.
High-performance liquid chromatography is an analytical technique that separates components of a liquid sample by passing it 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 interaction with the stationary phase cause analytes to migrate at different rates. Detectors record elution as peaks, and a data system converts signals into a chromatogram. The method is suited to compounds that dissolve in a liquid and are not volatile enough for gas chromatography.
The efficiency of the ligation reactions varies depending on the specific sequence and the types of modifications made to the shortmers, as well as possible difficulties in creating a suitable template strand. As with many experimental methods, there are also issues with scalability and cost. At this point, these limitations prevent this method from being adopted as a primary oligonucleotide synthesis method.
=== Use by right-to-die societies === High toxicity and relatively easy availability made propoxyphene a drug of choice for right-to-die societies. It is listed in Dr. Philip Nitschke's The Peaceful Pill Handbook and Dr. Pieter Admiraal's Guide to a Humane Self-Chosen Death. "With the withdrawal of the barbiturate sleeping tablets from the medical prescribing list, propoxyphene has become the most common doctor-prescribed medication used by seriously ill people to end their lives."
=== Names === In 2013, trastuzumab emtansine was approved in the United States with the generic name "ado-trastuzumab emtansine", rather than the original United States Adopted Name (USAN) issued in 2009, "trastuzumab emtansine". Trastuzumab is the anti-HER2 antibody; emtansine refers to the linker-drug (SMCC-DM1). The "ado-" prefix was added at the request of the FDA to help prevent dispensing errors. During preclinical development and clinical trials, the drug was also known as trastuzumab-DM1 or trastuzumab-MCC-DM1 (after the codename for emtansine), both abbreviated T-DM1, and by the codename PRO132365.
Herein, the electron donor NADPH is used as the reducing agent, ultimately converting the β-keto group of β-ketoacyl-ACP into the β-hydroxyl group of β-hydroxyacyl-ACP. The fifth step of fatty acid elongation is the dehydration of β-hydroxyacyl-ACP to enoyl-ACP, in a reaction catalyzed by 3-hydroxyacyl-ACP dehydratase. 3-hydroxyacyl-ACP dehydratase removes one molecule of H2O to form a double bond between the C2–C3 carbons of β-hydroxyacyl-ACP, thereby saturating the chain and producing enoyl-ACP. The sixth step of fatty acid elongation is the reduction of enoyl-ACP to butyryl-ACP, in a reaction catalyzed by enoyl-ACP reductase. Herein, enoyl-ACP reductase reduces the C2–C3 double bond of enoyl-ACP into a saturated acyl-ACP using one molecule NADPH as the electron donor. The production of butyryl-ACP thus marks the completion of the first cycle of fatty acid elongation, and the reaction sequence thereafter repeats again (condensation → reduction → dehydration → reduction). At the beginning of the second cycle, butyryl-ACP condenses with a molecule of malonyl-ACP, forming the six-carbon β-ketoacyl-ACP molecule and one molecule of CO2. The next three reactions within the second cycle (reduction → dehydration → reduction) convert the six-carbon β-ketoacyl-ACP into a six-carbon ACP molecule, which thus marks the completion of the second cycle of fatty acid elongation, and a third cycle can thereafter begin. These elongation cycles continue (x7) until a (16C) acyl-ACP molecule is formed.
=== Early guerrilla incursions === In November 1960, Ethiopia and Liberia had formally petitioned the ICJ for a binding judgment, rather than an advisory opinion, on whether South Africa remained fit to govern South West Africa. Both nations emphasised that they considered the implementation of apartheid to be a violation of Pretoria's obligations as a mandatory power. The National Party government rejected the claim on the grounds that Ethiopia and Liberia lacked sufficient legal interest to present a case concerning South West Africa. This argument suffered a major setback on 21 December 1962 when the ICJ ruled that, as former League of Nations member states, both parties had a right to institute the proceedings. Around March 1962, SWAPO President Sam Nujoma visited the party's refugee camps across Tanzania, describing his recent petitions for South West African independence at the Non-Aligned Movement and the UN. He pointed out that independence was unlikely in the foreseeable future, predicting a "long and bitter struggle". Nujoma personally directed two exiles in Dar es Salaam, Lucas Pohamba and Elia Muatale, to return to South West Africa, infiltrate Ovamboland and send back more potential recruits for SWALA. Over the next few years, Pohamba and Muatale successfully recruited hundreds of volunteers from the Ovamboland countryside, most of whom were shipped to Eastern Europe for guerrilla training. Between July 1962 and October 1963 SWAPO negotiated military alliances with other anti-colonial movements, namely in Angola.
Sources: en.wikipedia.org
=== Plants as bioreactors for vaccine production === The idea of vaccine production via transgenic plants was identified as early as 2003. Plants such as tobacco, potato, tomato, and banana can have genes inserted that cause them to produce vaccines usable for humans. In 2005, bananas were developed that produce a human vaccine against hepatitis B.
=== Chinese industry === The State Council ordered the testing of product of all dairy producers, and to this end, some 5,000 inspectors were dispatched. The Chinese market has grown at an average annual rate of 23% since 2000. In 2006, milk production reached 30 million tons, ten times the volume of a decade before. It was valued at some ¥122 billion (US$18 billion) in 2007, and consumers had severely lost confidence in the industry. The events have exposed the often-incestuous relationship between local business and local government. In addition to the tax revenues to local authorities—Sanlu contributed ¥330 million in 2007, many companies invite local officials to become "silent partners" in their corporations—in return for "protection" at the political level; former Sanlu chairman Tian Wenhua was made honorary deputy to the Provincial People's Congress. The scandal has also highlighted structural problems of inadequate production volume, inherent quality issues, and poor production methods. The Inner Mongolia region produces over one-fourth of China's milk, and Mengniu and Yili have invested millions to establish state-of-the-art dairy facilities in its capital, Hohhot. The companies still rely on small-scale farmers for over 90% of their production because of the capacity constraint of the modern facilities. Both companies were said by farmers and agents to have habitually purchased milk which failed quality tests, for only two-thirds the normal price. A new policy was put in place on 17 September to stop that practice.
In biology, it is common to name the above steroid classes by the number of carbon atoms present when referring to hormones: C18-steroids for the estranes (mostly estrogens), C19-steroids for the androstanes (mostly androgens), and C21-steroids for the pregnanes (mostly corticosteroids). The classification "17-ketosteroid" is also important in medicine. The gonane (steroid nucleus) is the parent 17-carbon tetracyclic hydrocarbon molecule with no alkyl sidechains.
60 years after the events of The Matrix Revolutions, Neo is now a video game designer and the creator of a video game series simply known as The Matrix, which uses Neo's previous memories in the plot. Neo is 57 years old in the Matrix program, but 60 years have passed in the real world, making Neo 97 years old. Neo once again lives under the alias Thomas Anderson and although he does not look old, others see him as an aging man with long gray hair. His love, Trinity, who lives under the name "Tiffany", is married to a man named Chad and has three children. Neo has a existential crisis, so his therapist has prescribed him the blue pills. Neo's boss approaches him with an idea to make a fourth Matrix game. However, the more Neo and his crew make the game, the less blue pills he takes and he eventually stops taking them. One day, a man known as "Morpheus" approaches Neo with the red pill, but agents and a police force storm the building where Neo works in order to kill Morpheus, who is revealed as a rogue agent who opened his mind and decided to help Neo destroy the Matrix (and has taken on the identity of the original Morpheus, who has since died). Morpheus kills several police officers while Neo's boss picks up an officer's gun and once again becomes Agent Smith. The attack was revealed to be a dream, and Neo was still in his therapist's room. A drunk Neo later goes on a rooftop and questions his existence. However, a woman with blue hair and a trench coat appears besides him. The woman introduces herself as Bugs, who tries to reopen his mind through a White Rabbit tattoo.
One hypothesis is that these fetal cells might trigger a graft-versus-host reaction leading to autoimmune disease. This offers a potential explanation for why many autoimmune diseases are more prevalent in middle-aged women. Another hypothesis is that fetal cells come to injured or diseased maternal tissue where they act as stem cells and participate in repair. It is also possible that the fetal cells are merely innocent bystanders and have no effect on maternal health. After giving birth, about 50–75% of women carry fetal immune cell lines. Maternal immune cells are also found in the offspring yielding in maternal→fetal microchimerism, though this phenomenon is about half as frequent as the former. Microchimerism had also been shown to exist after blood transfusions to a severely immunocompromised population of patients who suffered trauma. Other possible sources of microchimerism include gestation, an individual's older sibling, twin sibling, or vanishing twin, with the cells being received in utero. Fetal-maternal microchimerism is especially prevalent after abortion or miscarriage.
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.
System suitability is typically performed before each batch or according to the validated method and laboratory procedure. Some long runs include periodic checks during analysis. The required frequency depends on regulatory expectations and method performance.