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 2026-07-01. 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.
| 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.
=== Laboratory automation === In research fields such as synthetic biology, where highly iterative experimentation is common, considerable efforts have been made to automate workflows. Digital microfluidics is often touted as a laboratory automation solution, with a number of advantages over alternative solutions such as pipetting robots and droplet microfluidics. These stated advantages often include a reduction in the required volume of experimental reagents, a reduction in the likelihood of contamination and cross-contamination, potential improvements in reproducibility, increased throughput, individual droplet addressability, and the ability to integrate with sensor and detector modules to perform end-to-end or even closed loop workflow automation.
{\displaystyle R_{0}>1,I(0)>0\Rightarrow \lim _{t\to \infty }(S(t),I(t),R(t))={\textrm {EE}}=\left({\frac {\gamma +\mu }{\beta }},{\frac {\mu }{\beta }}\left(R_{0}-1\right),{\frac {\gamma }{\beta }}\left(R_{0}-1\right)\right).}
Throughout most of the war, the National Revolutionary Army issued rations consisting solely of rice to its soldiers, supplying an average of 2.5 cups of rice per day. Soldiers were expected to forage for additional foods such as wild onions, garlic, mushrooms, and leeks to eat with their rice and to purchase extra food in local markets with their military pay. Their ability to purchase food varied with price fluctuations. Rationing proved a point of contention between Chinese commanders and their American advisors, who insisted that Chinese soldiers were underfed and in particular required more meat. In February 1945 a new ration was officially adopted in a Sino-American conference which incorporated rice, vegetables, beans, peanuts, salt, and meat, with alternatives such as eggs and fish for when meat was unavailable, but implementation proved difficult in practice. The German Wehrmacht received basic rations of hard bread and canned meat (usually pork, roast beef, turkey, or chicken, though cans labeled Fleischkonserve—literally translated as "can of meat"—went unidentified), with each soldier typically carrying a daily supply consisting of a 11-ounce (300 g) tin of meat and a 4.4-to-5.3-ounce (125 to 150 g) piece of hard bread. Soldiers were also issued canned tomato soup, condensed milk, and Erbswurst (a compact peasemeal sausage that can be dissolved to make pea soup). Elite units received more unique high-energy food.
Sources: en.wikipedia.org
Thomson's plum pudding model was challenged in 1911 by one of his former students, Ernest Rutherford, who presented a new model to explain new experimental data. The new model proposed a concentrated center of charge and mass that was later dubbed the atomic nucleus. Ernest Rutherford and his colleagues Hans Geiger and Ernest Marsden came to have doubts about the Thomson model after they encountered difficulties when they tried to build an instrument to measure the charge-to-mass ratio of alpha particles (these are positively-charged particles emitted by certain radioactive substances such as radium). The alpha particles were being scattered by the air in the detection chamber, which made the measurements unreliable. Thomson had encountered a similar problem in his work on cathode rays, which he solved by creating a near-perfect vacuum in his instruments. Rutherford didn't think he'd run into this same problem because alpha particles usually have much more momentum than electrons. According to Thomson's model of the atom, the positive charge in the atom is not concentrated enough to produce an electric field strong enough to deflect an alpha particle. Yet there was scattering, so Rutherford and his colleagues decided to investigate this scattering carefully. Between 1908 and 1913, Rutherford and his colleagues performed a series of experiments in which they bombarded thin foils of metal with a beam of alpha particles. They spotted alpha particles being deflected by angles greater than 90°.
==== Iraq War ==== Hitchens employed the term "Islamofascist" and supported the Iraq War, causing his critics to consider him a "neoconservative". Hitchens, however, refused to embrace this designation, insisting, "I'm not any kind of conservative". In 2004, Hitchens stated that neoconservative support for US intervention in Iraq convinced him that he was "on the same side as the neo-conservatives" when it came to contemporary foreign policy issues, and characterized himself as an unqualified "supporter of Paul Wolfowitz." He referred to his associations as "temporary neocon allies". In this period he opined that "the Bush administration [...] has redefined the lazy term 'conservative' to mean someone who is impatient with the status quo." In the years after the fatwa issued against Salman Rushdie in response to his novel The Satanic Verses, Hitchens became increasingly critical of what he called "excuse making" on the left. At the same time, he was attracted to the foreign policy ideas of some on the Republican-right that promoted pro-liberalism intervention, especially the neoconservative group that included Paul Wolfowitz. Around this time, he befriended the Iraqi dissident and businessman Ahmed Chalabi. Hitchens argued the case for the Iraq War in a 2003 collection of essays entitled A Long Short War: The Postponed Liberation of Iraq, and participated in public debates on the topic with George Galloway, Scott Ritter, and his brother Peter Hitchens.
in light of background scientific knowledge, the antecedent plausibility of TT is sufficiently low that any methodological flaw in a study will always provide a more plausible explanation for any positive findings. Emily Rosa, at nine years of age, conceived and executed a study on therapeutic touch. With the help of Quackwatch's Stephen Barrett and the assistance of her mother, Linda Rosa, and her step-father, Larry Sarner, Emily became the youngest researcher to have a paper accepted by the Journal of the American Medical Association (JAMA), which debunked the claim of therapeutic touch practitioners that they can reliably sense a "Human Energy Field." Twenty-one practitioners of therapeutic touch participated in her study. The practitioners sat on one side of a cardboard screen, while Emily sat on the other. The practitioners then placed their hands through holes in the screen. Emily flipped a coin to determine which of each practitioner's hands she would place hers over (approximately 4-5 inches above the subject's hand). The practitioners then were to say where her hand was by sensing her biofield. Although all of the participants had asserted that they would be able to do this, the actual results did not support therapeutic touch's fundamental claim. The practitioners had succeeded in locating Emily's hand 44% of the time, a rate lower than, though within the range of, mere chance. The JAMA editor George D.
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.