If you have been reading about method validation 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 2025-09-22. Numbers and descriptions here follow the published literature rather than marketing material.
High-performance liquid chromatography is an analytical technique that separates components in a liquid sample by passing them 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 how analytes partition between the mobile phase and the stationary phase cause them to exit the column at different times. Detection then records a signal proportional to the amount of each separated substance. The resulting chromatogram provides retention times and peak areas for identification and quantification.
Instrumentation includes a solvent delivery system, an autosampler, a column oven, and one or more detectors. Reversed-phase columns with chemically modified silica are widely used, but normal-phase, ion-exchange, size-exclusion, and affinity modes exist for specific separations. Detectors may rely on ultraviolet absorbance, fluorescence, refractive index, or mass spectrometry. Column temperature, mobile phase composition, and flow rate are adjusted to improve resolution. System pressure is monitored because rising pressure can indicate column blockage or deteriorating packing.
Separation performance depends on particle size, pore size, column length, and the chemistry of the stationary phase. Smaller particles generally improve efficiency but require higher pressure and suitable instrumentation. The mobile phase often contains buffers and organic solvents that influence retention and selectivity. Testing labs select conditions based on the analytes, sample matrix, and required sensitivity. Method development frequently involves screening several columns and solvent mixtures before a final set of conditions is chosen.
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.
| Property | Value | Notes |
|---|---|---|
| Separation principle | Differential partitioning | Analytes distribute between mobile and stationary phases. |
| Mobile phase | Liquid solvent mixture | Composition controls retention and selectivity. |
| Stationary phase | Packed column particles | Often chemically bonded silica. |
| Typical detector | UV-Vis or photodiode array | Mass spectrometry is also common. |
| Common synonym | High-performance liquid chromatography | Abbreviated as HPLC. |
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.
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.
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.
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.
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.
BmKAEP (or anti-epilepsy peptide) is a neurotoxin from the venom of the Manchurian scorpion (Mesobuthus martensii). It is a β-toxin, which shift the activation voltage of sodium channels towards more negative potentials.
Norepinephrine (NE) is released from noradrenergic neurons that innervate both the CNS and PNS. NE, also known as noradrenaline (NA), has an important role in controlling mood, arousal, memory, learning, and pain perception. NE is a part of the sympathetic nervous system. Dysregulation of the removal of norepinephrine by NET is associated with many neuropsychiatric diseases, discussed below. In addition, many antidepressants and recreational drugs compete for the binding of NET with NE.
The peer-reviewed journal facilitated discourse around regenerative medicine by publishing innovative research on stem cell therapies, gene therapies, tissue engineering, and biomechanical prosthetics. The Society for Regenerative Medicine, later renamed the Regenerative Medicine and Stem Cell Biology Society, served a similar purpose, creating a community of like-minded experts from around the world. In June 2008, at the Hospital Clínic de Barcelona, Professor Paolo Macchiarini and his team, of the University of Barcelona, performed the first tissue engineered trachea (wind pipe) transplantation. Adult stem cells were extracted from the patient's bone marrow, grown into a large population, and matured into cartilage cells, or chondrocytes, using an adaptive method originally devised for treating osteoarthritis. The team then seeded the newly grown chondrocytes, as well as epithelial cells, into a decellularised (free of donor cells) tracheal segment that was donated from a 51-year-old transplant donor who had died of cerebral hemorrhage. After four days of seeding, the graft was used to replace the patient's left main bronchus. After one month, a biopsy elicited local bleeding, indicating that the blood vessels had already grown back successfully. In 2009, the SENS Foundation was launched, with its stated aim as "the application of regenerative medicine – defined to include the repair of living cells and extracellular material in situ – to the diseases and disabilities of ageing".
== Preparing for testing == Fasting prior to glucose testing may be required with some test types. Fasting blood sugar test, for example, requires 10–16 hour-long period of not eating before the test. Blood sugar levels can be affected by some drugs and prior to some glucose tests these medications should be temporarily given up or their dosages should be decreased. Such drugs may include salicylates (Aspirin), birth control pills, corticosteroids, tricyclic antidepressants, lithium, diuretics and phenytoin. Some foods contain caffeine (coffee, tea, colas, energy drinks etc.). Blood sugar levels of healthy people are generally not significantly changed by caffeine, but in diabetics caffeine intake may elevate these levels via its ability to stimulate the adrenergic nervous system.
Sources: en.wikipedia.org
=== Medicine === Gamma rays from americium-241 have been used to provide passive diagnosis of thyroid function. This medical application is now obsolete. Americium-241's gamma rays can provide reasonable quality radiographs, with a 10-minute exposure time. 241Am radiographs have only been taken experimentally due to the long exposure time which increases the effective dose to living tissue. Reducing exposure duration reduces the chance of ionization events causing damage to cells and DNA, and is a critical component in the "time, distance, shielding" maxim used in radiation protection.
== Other animals == Most mammals normally cease to produce lactase and become lactose intolerant after weaning. The downregulation of lactase expression in mice could be attributed to the accumulation of DNA methylation in the Lct gene and the adjacent Mcm6 gene.
(2026) study the morphology of hominin limb bones from the Salawusu site (China), finding no evidence of diagnostic features of the Neanderthal lineage, and reporting morphological evidence consistent with affinities with modern humans. Li et al. (2026) report evidence from the study of the palynological record from the East China Sea continental shelf spanning the past 71,000 years indicative of presence of a cool, dry temperate grassland biome during the lowstand intervals (including the Last Glacial Maximum), as well as evidence of presence of an open-forest landscape during the milder conditions of the Marine Isotope Stage 3, and interpret their findings as supporting the interpretation of the exposed East China Sea continental shelf as a habitat facilitating the initial dispersal of early modern humans into East Asia. Zhang et al. (2026) study the features of stone tools from the Nwya Devu site (China), reporting evidence of differences from stone tool assemblages from northern Initial Upper Paleolithic sites, and interpret tools from the Nwya Devu site as either representing a regional variant of Initial Upper Paleolithic technology or resulting from a separate dispersal of blade technologies into East Asia. Totsuka et al. (2026) reconstruct the chronology of early Upper Paleolithic sites in Japan, and report evidence of rapid increase in the number of sites between 36,000 and 34,000 years ago that was likely linked to growth of the human population size. Oktaviana et al.
=== Lawsuits === From 2019 to 2024, Maria Francesca Gioia, a former medical student acting as a pro se plaintiff, filed nine product liability lawsuits against Janssen Pharmaceuticals and related parties. She alleged that taking Invega Sustenna (paliperidone palmitate) caused her memory loss, hypothyroidism, Horner's syndrome, nerve damage, motor tremors, vocal tics, confusion, loss of taste and sensation, post-traumatic stress disorder, and metabolic syndrome (including hypertension, diabetes, and stroke), which ended her career as a primary care physician. All nine lawsuits were dismissed on procedural grounds: Gioia I–II for failure to state a claim, Gioia III for failure to prosecute, and Gioia IV–V for lack of subject matter jurisdiction. The court also noted that the side effects she alleged were already listed on Invega's FDA-approved warning label. In June 2020, a Florida lawsuit was filed on behalf of Lilith Geohaghan, an 82-year-old assisted living resident with Lewy body dementia, against the assisted living facility and several healthcare providers. The complaint alleged that despite her family's explicit instructions to the contrary, she was administered multiple large doses of Invega Sustenna in late 2018. The lawsuit claims that the injections led to a rapid decline in her health, resulting in nearly a dozen falls and two hospitalizations within just over a month. Her treating physicians subsequently diagnosed her with toxic encephalopathy, directly attributing the condition to the Invega Sustenna injections.
In March 2001 the license for Trovan was withdrawn in Europe, by the European Commission due to liver toxicity and some deaths. In June 2010, the US Supreme Court rejected Pfizer's appeal against a ruling allowing lawsuits by the Nigerian families to proceed. In December 2010, the United States diplomatic cables leak indicated that Pfizer hired investigators to find evidence of corruption against Nigerian attorney general Michael Aondoakaa to persuade him to drop legal action. The Washington Post reporter Joe Stephens, who helped break the story in 2000, called these actions "dangerously close to blackmail". In response, the company released a press statement describing the allegations as "preposterous" and saying that it acted in good faith. Aondoakka, who had allegedly demanded bribes from Pfizer in return for a settlement of the case, was declared unfit for office and had his U.S. visa revoked in association with corruption charges in 2010. The lawsuits were eventually settled out of court. Pfizer committed to paying US$35 million "to compensate the families of children in the study", another $30 million to "support healthcare initiatives in Kano", and $10 million to cover legal costs. Payouts began in 2011.
Sources: en.wikipedia.org
Side effects are generally similar to other antipsychotics. The drug has a relatively well tolerated side effect profile, with low propensity for QTc interval changes, weight gain and lipid-related adverse effects. In a 2013 meta-analysis of the efficacy and tolerability of 15 antipsychotic drugs, it was found to produce the second least (after haloperidol) weight gain, the least QT interval prolongation, the fourth most extrapyramidal side effects (after haloperidol, zotepine and chlorpromazine), and the sixth least sedation (after paliperidone, sertindole, amisulpride, iloperidone and aripiprazole). As with other atypical neuroleptics, lurasidone should be used with caution in the elderly because it puts them at an increased risk for a stroke or transient ischemic attack; however, these risks are not likely to be greater than those associated with antipsychotics of other classes. Similarly, lurasidone should not be used to treat dementia-related psychosis, as evidence has shown increased mortality with antipsychotic use. Weight gain is reported in up to 15 and 16 percent of users. Other possible side effects include vomiting, akathisia, dystonia, parkinsonism, somnolence, dizziness, sedation and nausea.
One of [Hitchens'] old strongholds [was] the 17th-century contest between king and parliament of the English Civil War. For Hitchens, the Cromwellian revolt represents not just the foundational struggle for parliamentary rule, but the great rejection of divine right. ... But he is no optimistic Enlightenment rationalist. He identifies himself with Thomas Paine's disillusion at the French terror, and Rosa Luxemburg's famous warning to Lenin about the inexorability of one-man rule. He retains, however, from his Marxist youth an intellectual absolutism and a disdain for liberal dilemmas and trade-offs – hence a brutal assault on Isaiah Berlin's genteel liberalism in a 1998 essay. He is incurious about what religious belief feels like, or what meaning it has for millions of people – even though, unlike his co-anti-religionist Richard Dawkins, Hitchens concedes that religious feeling is ineradicable.
== Relationship to other stewardship approaches == Laboratory stewardship, diagnostic stewardship, and antimicrobial stewardship address related but distinct aspects of healthcare. Laboratory stewardship focuses on the appropriate use of clinical laboratory services, including the ordering, retrieval, and interpretation of laboratory tests. Diagnostic stewardship focuses on the appropriate use of diagnostic testing throughout the diagnostic process, including test ordering, specimen collection and processing, testing, and reporting and interpretation of results. Antimicrobial stewardship focuses on the appropriate use of antimicrobial medicines, including the selection, dosing, route, and duration of treatment.
Dextromoramide (Palfium, Palphium, Jetrium, Dimorlin) is a powerful opioid analgesic approximately three times more potent than morphine but shorter acting. It is subject to drug prohibition regimes, both internationally through UN treaties and by the criminal law of individual nations, and is usually prescribed only in the Netherlands.
The CEPI, the WHO, and charitable vaccine organizations, such as the Gates Foundation and GAVI, raised over US$20 billion during the first half of 2020, to fund vaccine development and preparedness for vaccinations, particularly for children in under-developed countries. CEPI, which was created to monitor fair distribution of infectious disease vaccines to low- and middle-income countries, has recommended considering manufacturing capacity, financing and purchasing, and releasing vaccine developers from liability. Despite opposition from some vaccine manufacturers, CEPI revised its February 2020 equitable access policy to apply specifically to its COVID‑19 vaccine funding:
Sources: en.wikipedia.org
HPLC separates and detects individual compounds in a liquid sample, producing peaks at characteristic retention times. Peak area or height can be used to estimate concentration when calibrated with known standards. It does not identify unknown compounds with certainty unless additional detectors or reference materials are used.
Pressure drives the liquid mobile phase through a column packed with small particles. Without pressure, flow would be very slow or stop because the packed bed resists liquid movement. Modern pumps maintain a steady flow despite the resistance.
A chromatogram is a plot of detector signal against time after sample injection. Each peak represents a compound or group of compounds eluting from the column. Retention time and peak area are the main measurements read from the plot.
It separates components in a liquid sample and measures their amounts using a detector. Results can indicate concentration, purity, or identity based on retention time and detector response. The technique works for mixtures that can be dissolved and filtered.