If you have been reading about quality control and want a single page that covers the useful parts, this is it: definitions, context, how it is studied, and the questions that come up repeatedly.
Updated 2025-10-02. Numbers and descriptions here follow the published literature rather than marketing material.
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.
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.
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.
| 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 |
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.
Laboratories apply HPLC testing across pharmaceutical, food, environmental, and industrial chemistry. The method can measure active ingredients, impurities, additives, preservatives, and degradation products. Sample preparation often includes dilution, filtration, and sometimes extraction or derivatization. The choice of column, mobile phase, pH, temperature, and detector depends on the analytes and matrix. Results are compared with reference standards to assign identity and concentration. Method suitability is judged by resolution, precision, and accuracy.
Charged aerosol detector electrically charged aerosol is used for the detection of non-UV-absorbing chargeable molecules, especially saccharides and lipids Evaporative light scattering detector evaporating non volatile solutes inside a volatile mobile phase for universal detection. used for saccharides and lipids and other non-UV-absorbing molecules In gas chromatography:
== History == Cattle and sheep have long been known to voluntarily consume seaweed in variable amounts if they have access. Historical evidence suggests that farmers in Ancient Greece deliberately grazed cattle near beaches as a result of the productivity benefits it provided. This was also the case for Icelandic farmers in the 18th century. FutureFeed's Chief Scientist Rob Kinley had a "lightbulb moment" in Canada in the early 2000's, where a Canadian dairy farmer, Joe Dorgan, had been allowing his dairy cows access to stormtoss seaweed that appeared naturally on his property. He reported consistent improvements in animal performance. Dorgan desired to commercialise this concept, but regulations required it be scientifically tested first. Kinley and Professor Alan Freeden were recruited by Dorgan to perform official testing on the nutritional data of this seaweed and to quantify the effects it had on cattle health. Dorgan intended to harvest and sell seaweed as an organic alternative to conventional supplements. However, further testing revealed its ability to reduce methane emissions of livestock. Kinley discovered that this particular form of seaweed was capable of reducing methane production in cattle by up to 20%. Following this discovery, Kinley moved to Australia to partner with CSIRO and James Cook University (JCU) to conduct further testing. A research team at JCU had previously studied the effects of algal feed additives on livestock production systems as part of the Centre for Macroalgal Resources and Biotechnology (MACRO).
==== iLet Bionic Pancreas ==== In May 2023, the FDA approved the iLet Bionic Pancreas system for people with Type 1 diabetes of six years and older. The device uses a closed-loop system to deliver both insulin and glucagon in response to sensed blood glucose levels. The 4th generation iLet prototype, presented in 2017, is around the size of an iPhone, with a touchscreen interface. It contains two chambers for both insulin and glucagon, and the device is configurable for use with only one hormone, or both. A 440-patient study of type I diabetes ran in 2020 and 2021 using a device configuration that delivered only insulin in comparison to standard of care; device use led to better circulating glucose control (measured by continuous monitoring) and a reduction in glycated hemoglobin (versus no change for the standard of care group). However, the incidence of severe hypoglycemic events was more than 1.5 times higher among device users versus standard care patients.
Sources: en.wikipedia.org
== Biomarkers of reproductive health == The main neohormones that can be used as biomarkers of reproductive health are relaxin, oxytocin, hCG, INSL3, and INSL5 and INSL6. Relaxin (Specifically Ovarian H2-relaxin) aids in the implantation of the embryo into the uterine wall after fertilisation, as well as establishing the placenta. The levels of relaxin are altered in cases of early miscarriage and hence can be used as a biomarker during early pregnancy. Oxytocin has a range of functions in the reproductive systems of both males and females. It has a major role in the production of breast milk and lactation. It is responsible for muscle contractions in the uterus to facilitate birth. It also assists in ovarian steroid production and ovum release. In men, oxytocin has a role in erections and ejaculation. It also participates in gonadal development in both males and females. Despite being tricky to measure, measuring oxytocin can help build a clinical picture of reproductive health in the above mechanisms. hCG has a vital role in early pregnancy. Higher levels of hCG is a good indication for the survival and viability of the embryo. β-hCG can be monitored to test for an ectopic pregnancy. INSL3 is responsible for the first phase of testicular descent in males and may be disrupted in cases of cryptorchidism. It also acts as a measure of Leydig cell function, particularly in older males. INSL5 and INSL6 may have a role in spermatogenesis.
On 1 January 1971, commercial production of the first portable digital tablet counters in the world began. John Kirby had filed U.K. Patent number GB1358378(A) on 8 September 1970 and U.S. patent number 3789194 on 9 August 1971. These early electronic counters were designed to help pharmacies replace the common (but often inaccurate) practice of counting medications by hand.
Elongation depends on elongation factors. At the end of the initiation step, the mRNA is positioned so that the next codon can be translated during the elongation stage of protein synthesis. The initiator TRNA occupies the P site in the ribosome, and the A site is ready to receive an aminoacyl-TRNA. During chain elongation, each additional amino acid is added to the nascent polypeptide chain in a three-step micro cycle. The steps in this micro cycle are (1) positioning the correct aminoacyl-TRNA in the A site of the ribosome, which is brought into that site by eEF1, (2) forming the peptide bond, and (3) shifting the mRNA by one codon relative to the ribosome with the help of eEF2. Unlike bacteria, in which translation initiation occurs as soon as the 5' end of an mRNA is synthesized, in eukaryotes, such tight coupling between transcription and translation is not possible because transcription and translation are carried out in separate compartments of the cell (the nucleus and cytoplasm). Eukaryotic mRNA precursors must be processed in the nucleus (e.g., capping, polyadenylation, splicing) in ribosomes before they are exported to the cytoplasm for translation. Translation can also be affected by ribosomal pausing, which can trigger endo nucleolytic attack of the TRNA, a process termed mRNA no-go decay. Ribosomal pausing also aids co-translational folding of the nascent polypeptide on the ribosome, and delays protein translation while it is encoding TRNA. This can trigger ribosomal frameshifting.
Sources: en.wikipedia.org
The term behavioral addiction refers to a compulsion to engage in a natural reward despite adverse consequences. Addiction can exist without psychotropic drugs, an idea that was popularized by psychologist Stanton Peele. These are termed behavioral addictions. Such addictions may be passive or active, but they commonly contain reinforcing features, which are found in most addictions. Sexual behavior, eating, gambling, playing video games, and shopping are all associated with compulsive behaviors in humans and have been shown to activate the mesolimbic pathway and other parts of the reward system. Diagnostic manuals recognize only some of these as disorders. Gambling disorder is the only behavioral addiction classified as a clinical disorder in the DSM-5-TR, which lists internet gaming disorder as a condition requiring further study; the ICD-11 classifies both gambling disorder and gaming disorder as disorders due to addictive behaviors. Compulsive sexual behavior disorder, compulsive buying–shopping disorder, and problematic use of social media are discussed in the research literature as candidate addictive disorders, but are not classified as addictions in either manual.
knots have been found to naturally occur in knotted molecules, they have not been successfully synthesized. Small-molecule composite knots have also not yet been synthesized. Artificial DNA, RNA, and protein knots have been successfully synthesized. DNA is a particularly useful model of synthetic knot synthesis, as the structure naturally forms interlocked structures and can be easily manipulated into forming knots control precisely the raveling necessary to form knots. Molecular knots are often synthesized with the help of crucial metal ion ligands.
British Post Office scandal: Secretary of State for Justice Alex Chalk tells Parliament the UK government is giving "serious consideration" to introducing legislation to quash the convictions of the 700 or so sub post masters who were prosecuted as a result of the Horizon IT scandal. Former Post Office chief executive Paula Vennells announces that she will hand back her CBE after more than a million people signed a petition calling for her to do so. Liberal Democrat leader Ed Davey, who was Post Office minister during the scandal, comes under pressure to return his knighthood. 10 January British Post Office scandal: Prime Minister Rishi Sunak announces that emergency legislation will be brought through Parliament to "swiftly exonerate and compensate victims" of the Post Office scandal in England and Wales. First Minister of Scotland Humza Yousaf confirms those in Scotland convicted because of the scandal will also be cleared, and that he will work with the UK government to bring this about. Baroness Heather Hallett, chair of the UK COVID-19 Inquiry, confirms the inquiry will postpone the start of hearing evidence about the development of a vaccine as more time is needed to prepare for a separate investigation into the impact of COVID-19 on the NHS. Consequently, the vaccine evidence, which was due to begin being heard in Summer 2024 may not begin until after the next general election. HS2 Ltd releases a revised forecast for building the London to Birmingham leg of the High Speed 2 rail link, which is now estimated to total £65bn.
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 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.