Quality control raises a handful of sensible questions. This page answers them in order, starting with the fundamentals and moving to applications.
Reviewed 2026-06-27. Anything still debated is marked as such rather than presented as settled.
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.
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.
| 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 |
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.
Most routine HPLC testing uses reversed-phase columns, where the stationary phase is nonpolar and the mobile phase is a polar mixture such as water with an organic solvent. Analytes partition between the two phases according to polarity, size, and charge. Gradients that change solvent composition over time can separate compounds with broad retention ranges. Isocratic conditions keep solvent composition constant and suit simpler mixtures. The choice of column chemistry, pH, and temperature affects selectivity and peak shape.
Detection in HPLC testing commonly relies on ultraviolet-visible absorbance, fluorescence, refractive index, or mass spectrometry. UV detection is widely used because many organic compounds absorb light, but it requires a chromophore. Mass spectrometry provides mass-based identification and high sensitivity for trace analytes. Each detector has trade-offs in selectivity, cost, and compatibility with mobile phases. Quantification typically uses calibration curves prepared from reference standards. Results are reported as concentration, purity, or presence above a limit.
Secondary amino acids, amino acids containing a secondary amine group are sometimes named imino acids, though this usage is obsolescent. The only proteinogenic amino acid of this type is proline, although the related non-proteinogenic amino acids hydroxyproline and pipecolic acid have often been included in studies of this class of compounds. The term imino acid is also the obsolete term for imidic acids, structures containing the -C(=NH)-OH group, and should not be used for them.
=== 2013 === On 6 January 2013, the NHK announced that Super Hi-Vision satellite broadcasts could begin in Japan in 2016. On January 7, 2013, Eutelsat announced the first dedicated 4K Ultra HD channel. Ateme uplinks the H.264/MPEG-4 AVC channel to the Eutelsat 10A satellite. The 4K Ultra HD channel has a frame rate of 50 fps and is encoded at 40 Mbit/s. The channel started transmission on January 8, 2013. On the same day Qualcomm CEO Paul Jacobs announced that mobile devices capable of playing and recording 4K Ultra HD video would be released in 2013 using the Snapdragon 800 chip. On January 8, 2013, Broadcom announced the BCM7445, an Ultra HD decoding chip capable of decoding High Efficiency Video Coding (HEVC) at up to 4096 × 2160 at 60 fps. The BCM7445 is a 28 nm ARM architecture chip capable of 21,000 Dhrystone MIPS with volume production estimated for the middle of 2014. On the same day THX announced the "THX 4K Certification" program for Ultra HD displays. The certification involves up to 600 tests and the goal of the program is so that "content viewed on a THX Certified Ultra HD display meets the most exacting video standards achievable in a consumer television today". On January 14, 2013, Blu-ray Disc Association president Andy Parsons stated that a task force created three months ago is studying an extension to the Blu-ray Disc specification that would add support for 4K Ultra HD video. On January 25, 2013, the BBC announced that the BBC Natural History Unit would produce Survival—the first wildlife TV series recorded in 4K resolution.
Bone morphogenetic protein (rhBMP) should not be routinely used in any type of anterior cervical spine fusion, such as with anterior cervical discectomy and fusion. There are reports of this therapy causing swelling of soft tissue which in turn can cause life-threatening complications due to difficulty swallowing and pressure on the respiratory tract.
Sources: en.wikipedia.org
In March 2013, Carrey announced that he had written a children's book titled How Roland Rolls, about a scared wave named Roland. He described it as "kind of a metaphysical children's story, which deals with a lot of heavy stuff in a really childish way." Carrey self-published the book, which was released in September 2013. On March 25, 2013, Carrey released a parody music video with Eels through Funny or Die, with Carrey replacing Mark Oliver Everett on vocals. The song and video, titled "Cold Dead Hand" and set as a musical act during the variety program Hee Haw, lampoons American gun culture, and specifically former NRA spokesperson Charlton Heston. Carrey delivered the commencement address at Maharishi University of Management in Fairfield, Iowa, in May 2014 and received an honorary doctorate for his achievements as a comedian, artist, author, and philanthropist. On August 29, 2014, Carrey was honored by Canada Post with a limited-edition postage stamp with his portrait on it. Carrey was a producer on Rubble Kings, a 2015 documentary film that depicts events preceding and following the Hoe Avenue peace meeting. In June 2017, Showtime began airing the dramedy I'm Dying Up Here, for which Carrey served as the executive producer. The show, which chronicles a group of stand-up comics in 1970s Los Angeles, incorporates aspects of Carrey's own experience. In September of that year, that same network announced that he would star in a comedy series titled Kidding, which would reunite Carrey and director Michel Gondry.
=== Gene === The transcripts of mitochondrial and nuclear Grx2 isoforms, Grx2a and Grx2b, respectively, differ in the first exon, with the exon 1 in Grx2b located upstream of that in Grx2a. Grx2c is derived from alternative splicing of the Grx2b transcript with a shorter exon 1 than that of Grx2b.
It has more recently been discovered that pepcan-12 also acts as a potent CB2 cannabinoid receptor positive allosteric modulator (PAM), thus reducing CB1 mediated signalling while simultaneously increasing signalling mediated by CB2. This peptide is specifically expressed in the noradrenergic neurons in the brain, mainly the locus coeruleus and its projections and in the adrenal medulla. As a positive allosteric modulator of CB2, RVD-Hpα has been shown to significantly potentiate the effects of CB2 receptor agonists, including the endocannabinoid 2-arachidonoyl glycerol (2-AG), for GTPγS binding and cAMP inhibition (5–10 fold). The precursor pepcan-23 was identified with pepcan-12 in brain, liver and kidney in mice, and is cleaved to release pepcan-12. RVD-Hpα was increased upon endotoxemia and ischemia reperfusion damage where CB2 receptors play a protective role. The wide occurrence of this endogenous hormone-like CB2 receptor PAM, with unforeseen opposite allosteric effects on cannabinoid receptors, suggests its potential role in peripheral pathophysiological processes.
Sources: en.wikipedia.org
TP0586532 is an experimental antibiotic drug, which acts as a potent and selective inhibitor of the bacterial enzyme UDP-3-O-acyl-N-acetylglucosamine deacetylase (LpxC). This enzyme is important for the production of Lipid A, a key component of the cell membrane of Gram-negative bacteria. Previous inhibitors of LpxC have failed to progress into clinical trials in humans, mostly because of off-target cardiovascular toxicity, so TP0586532 was based on a different structural class which is hoped to reduce this risk. In animal studies it shows activity against carbapenem-resistant Klebsiella pneumoniae but has not yet progressed into human trials. LPC-233
As a result, more affordable headsets designed to accommodate mobile devices were also released, using the devices to create the stereoscopic display, some of the positioning functions, and other VR tracking embedded in the additional hardware. On June 25, 2014, Google officially introduced Google Cardboard, an inexpensive headset package that constructed from cardboard for use with Android phones; the completed headset creates the necessary visual space to support stereoscopic view from the phone's display. Samsung, in conjunction with Oculus, released the Samsung Gear VR in 2015 to support its Samsung Galaxy smartphones; services for the Gear VR ended in 2020. Nintendo released the Nintendo Labo VR Kit in 2019 as part of its Labo series of toys-to-life cardboard products. A handful of Nintendo Switch games support Labo VR functionality, such as the 2017 games Super Mario Odyssey and The Legend of Zelda: Breath of the Wild. Despite the availability of low-cost hardware for VR, the technology had still not taken off for video games by 2018 as had been expected when the Oculus Rift was announced. This was attributed to the lack of a killer application, a game that would drive people to buy the hardware to play it. There had been several games from smaller studios that had been considered successful, such as Superhot VR and Beat Saber, but the triple-A studios had not ventured into the area. Sales of VR hardware had been steadily increasing since 2016, but were still under 10 million units by 2018, and there were signs manufacturers were starting to back off in this area.
== History == Orinase was developed by Upjohn Co. at a time when the primary medical treatment for diabetes was insulin injections. Eli Lilly had a lock on the market for insulin production at the time. The practical applicability of Orinase, like that of other treatments for disease states detected by paraclinical signs (such as lab test results) rather than clinically observable signs or patient-reported symptoms, benefited from increased sensitivity and availability of testing (in this instance, urinary glucose testing and later also fingerstick blood glucose testing). Milton Moskowitz (editor in 1961 of Drug and Cosmetic Industry) claimed that the introduction of Orinase, "expanded the total market by bringing under medical care diabetics who were formerly not treated." It did this by changing the mindset about diabetes even more than insulin had. Treatment of this chronic disease was no longer seen as a mere slowing of "inexorable degeneration", but instead viewed through "a model of surveillance and early detection." Orinase and other sulfonylureas emerged from European pharmaceutical research into antibiotics, specifically from attempts to develop sulfa compounds. One of the contenders for a new sulfa antibiotic had serious side effects during clinical trials at the University of Montpellier including blackouts, convulsions, and coma, side effects not observed with any other drugs in the sulfa cohort. An insulin researcher at the same university heard of these side effects and recognized them as common results of hypoglycemia.
However, he also asserted that "other personality traits, including low agreeableness, low conscientiousness and low emotional stability, also attributed to Trump, are associated with greater levels of PTSD", as are "high levels of narcissism", which can also "cause people to react to even limited threats with aggression". On July 22, 2024, the Washington Post reported interviews with medical experts who believed Trump likely has an elevated genetic risk of dementia. Nephew Fred Trump III said that he sees signs of the dementia that he saw in Trump's father, Fred Trump Sr., who was diagnosed with Alzheimer's disease in October 1991, at the age of 86, eight years before he died. In August 2024, Gabriel Sherman reported in Vanity Fair suggestions that Trump was in fact "experiencing trauma from his near-death experience"; a campaign insider reportedly claimed that Trump was "watching that seven-second clip of how close he was to getting shot right in the head – over and over and over again". An August 2024 Morning Consult poll found that the number of respondents who thought Trump was too old to run jumped by seven percent, to 51%, from their previous poll once Trump's opponent changed from Joe Biden to Kamala Harris, and the number of respondents who thought Trump was in good health correspondingly fell by six percent. The poll further reported that nearly 80% of respondents "were unsure he'd be up for serving a full second term". A Marquette University poll released the same day reported that 57% of respondents felt that Trump was too old.
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 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.