A practical reference on stationary phase: what it is, how it behaves, what the literature reports, and where the honest uncertainties sit.
This page was last updated on 2026-02-28 and is reviewed periodically as new material appears.
Regulatory and pharmacopeial texts shape how HPLC testing is performed and documented. The International Council for Harmonisation provides validation guidance, while pharmacopeias publish general chromatography chapters and monographs for specific materials. Accreditation standards such as ISO/IEC 17025 address laboratory competence and traceability. Inspectors may review instrument qualification, analyst training, reference material control, and electronic records. Open questions include how best to validate methods for new complex products and how to handle automated data processing. Laboratories generally resolve these issues through risk assessment, method lifecycle management, and documented scientific justification.
In quality control laboratories, HPLC testing supports batch release, raw material checks, stability studies, and impurity profiling. A validated method defines sample preparation, instrument settings, calibration, and acceptance criteria. Analysts compare results with specifications and investigate out-of-specification outcomes before a batch is approved. Documentation includes chromatograms, integration records, audit trails, and reagent details. Because results influence product decisions, laboratories follow formal quality systems and data integrity rules. The exact tests and limits depend on the material, its intended use, and the applicable regulatory framework.
Method validation examines whether an HPLC procedure is suitable for its intended purpose. Common parameters include accuracy, precision, specificity, linearity, range, detection limit, quantification limit, and robustness. Accuracy describes closeness to a true or accepted value, while precision describes agreement among repeated measurements. Specificity shows whether the method can measure the analyte without interference from related substances. Robustness tests small deliberate changes in flow, temperature, or solvent composition. Validation is not a one-time event; methods may need partial revalidation after changes to instruments, columns, sample handling, or specification limits. Regulatory guidance provides frameworks, but some details remain method-specific.
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.
HPLC testing separates dissolved compounds by passing a liquid sample through a column packed with stationary phase. A pump delivers mobile phase at controlled flow, and the sample components interact differently with stationary and mobile phases. Compounds that spend more time in mobile phase elute earlier; those retained by stationary phase elute later. Detectors record elution as peaks, and peak area or height relates to amount. This mechanism underpins quantitative analysis of mixtures.
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.
| Property | Value | Notes |
|---|---|---|
| Primary guidance | ICH Q2(R2) | Analytical procedure validation |
| Compendial chapter | USP <621> | Chromatography general chapter |
| Validation parameter | Accuracy | Closeness to accepted true value |
| System suitability check | Peak resolution | Ensures separation between adjacent peaks |
| Data record | Audit trail | Supports data integrity and traceability |
Validation demonstrates that a method is suitable for its intended use. Typical performance characteristics include accuracy, precision, specificity, linearity, range, limit of detection, limit of quantitation, and robustness. Regulators and standards organizations provide frameworks, but specific requirements depend on the application and jurisdiction. System suitability tests are run before sample analysis to confirm resolution, peak symmetry, retention time repeatability, and sensitivity. A validated method is not permanently fixed; changes may require partial or full revalidation.
Routine HPLC testing depends on controlled reagents, calibrated instruments, and documented procedures. Columns degrade over time, so retention times and peak shapes are monitored for drift. Mobile phases are filtered and degassed to prevent pump damage and detector noise. Reference standards must be traceable and stored under suitable conditions. Data handling systems record injections, calculations, and audit trails. Quality control samples interspersed with unknowns help detect errors during a run.
Developing an HPLC method begins with defining the purpose, such as quantifying a main component, measuring impurities, or confirming identity. Analysts select separation mode, column, mobile phase, detection, and sample preparation based on analyte properties and matrix. Experiments vary solvent strength, pH, buffer type, and temperature to achieve resolution between critical peaks. The goal is a robust method that produces reliable results across instruments and operators. Method development often involves trial runs and statistical optimization.
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.
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.
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.
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.
== History == The benefit and side effects of loncastuximab tesirine were evaluated in one clinical trial, ADCT-402-201 (LOTIS-2 / NCT03589469), that included 145 participants with relapsed or refractory diffuse large B-cell lymphoma after at least two prior treatments that did not work or were no longer working. Participants received loncastuximab tesirine 0.15 mg/kg every 3 weeks for 2 treatment cycles, then 0.075 mg/kg every 3 weeks for subsequent treatment cycles. Loncastuximab tesirine treatment was continued until either disease worsened or participants experienced unacceptable side effects (toxicity). The benefit of loncastuximab tesirine was evaluated by measuring how many participants had complete or partial tumor shrinkage (response) and by how long that response lasted. Participants in the clinical trial were also evaluated for side effects for the purpose of this drug application. Trials were conducted at 28 sites in the United States, the United Kingdom, Italy, and Switzerland. Loncastuximab tesirine was granted orphan drug designation by the FDA for the treatment of diffuse large B-cell lymphoma. Loncastuximab tesirine was approved under FDA's accelerated approval program.
=== AI Opportunities Action Plan (2025) === In January 2025, Prime Minister Keir Starmer's Labour government published the AI Opportunities Action Plan, an independent report commissioned from technology entrepreneur Matt Clifford and presented to Parliament by the Secretary of State for Science, Innovation and Technology. The plan acknowledged that while the UK is the third-largest AI market globally, it "risks falling behind the advances in Artificial Intelligence made in the USA and China". The plan is structured around three strategic goals:
=== Elimination of suprabony fibrous and firm pockets === Gingivectomy is the primary treatment method available in reducing the pocket depths of patients with periodontitis and suprabony pockets. In a retrospective comparison between different treatment approach to periodontitis management based on the initial and final gingival health, conventional gingivectomy was proven to be more successful in reducing pocket depths and inflammation compared to non-surgical treatments in pockets measured 3mm or more. Removal of suprabony deep pockets will allow better visibility and access for the removal of calculus. As a result, this provides a suitable environment for the healing of the gingiva and the physiological contour of the gingiva to be restored.
Giardia lamblia and Cryptosporidium spp., both of which cause diarrhea (see giardiasis and cryptosporidiosis) are common pathogens. In backcountry areas of the United States and Canada they are sometimes present in sufficient quantity that water treatment is justified for backpackers, although this has created some controversy. (See wilderness acquired diarrhea.) In Hawaii and other tropical areas, Leptospira spp. are another possible problem. Less commonly seen in developed countries are organisms such as Vibrio cholerae which causes cholera and various strains of Salmonella which cause typhoid and para-typhoid diseases. Pathogenic viruses may also be found in water. The larvae of flukes are particularly dangerous in area frequented by sheep, deer, or cattle. If such microscopic larvae are ingested, they can form potentially life-threatening cysts in the brain or liver. This risk extends to plants grown in or near water including the commonly eaten watercress. In general, more human activity up stream (i.e. the larger the stream/river) the greater the potential for contamination from sewage effluent, surface runoff, or industrial pollutants. Groundwater pollution may occur from human activity (e.g. on-site sanitation systems or mining) or might be naturally occurring (e.g. from arsenic in some regions of India and Bangladesh). Water collected as far upstream as possible above all known or anticipated risks of pollution poses the lowest risk of contamination and is best suited to portable treatment methods.
== Contribution to science and evidence base of insulin therapy == As of January 2024, Kalra has more than 23,000 citations of his publications, with an h-index of 68 and an i10-index of 439. His primary area of focus has been insulin therapy.
Sources: en.wikipedia.org
== External links == The award webpage Archived 2020-03-16 at the Wayback Machine The Franklin Institute: The John Scott Legacy Medal "The John Scott Award Recipients". Eugene Garfield at University of Pennsylvania. Archived from the original on 15 June 2021. Retrieved 28 September 2018. Medals awarded by The Franklin Institute between 1822 and 2017.
=== Nervous system === Microglia are the resident immune cells of the central nervous system (i.e., brain and spinal cord). They are key contributors to the development and maintenance of neural tissues and mediate inflammatory responses to, e.g., bacterial invasion as well as the pathological inflammations which underlie many neurological diseases. Studies have reported that compared to control mice, germ-free mice (which lack SCFAs in their gastrointestinal tracts) have increased levels of immature microglia throughout their brains; SCFA supplementation normalized the microglial cell maturity. Furthermore, Ffar2 gene knockout mice likewise had increased levels of immature microglia throughout their brains. These studies suggest that FFAR2 is required for the maturation, and therefore functionality, of the microglia in mice. Since mouse microglial cells do not express FFAR2, the FFAR2-bearing cells responsible for the maturation and thereby functionality of the mouse's microglia are unclear. Studies have suggested that promoting the intestinal microbiota's production of SCFAs may suppress the development and/or progression of various human neurological diseases, particularly Parkinson's disease, Alzheimer's disease, neuromyelitis optica, and multiple sclerosis. This linkage is thought to involve at least in part SCFA-induced suppression of the inflammation associated with these diseases.
== Biodegradation and toxicity == Ciprofol is characterized by a rapid onset of action, and predictable absorption, distribution, metabolism, excretion processes. The compound undergoes glucuronidation in the liver, followed by excretion by the kidneys.
== Clinical trials == Phase II studies were able to demonstrate that cilengitide as a potential monotherapy in patients with recurrent glioblastoma with high intratumor drug levels when 2000 mg of cilengitide is given twice weekly. Cilengitide is well tolerated, in combination with radiation and temozolomide, at a dose of 2000 mg in patients with newly diagnosed glioblastoma, regardless of MGMT promoter status. In a phase I/IIa study, the addition of cilengitide to the standard of care for newly diagnosed glioblastoma (surgical resection followed by temozolomide and radiation therapy) improves progression-free survival and overall survival in patients with MGMT promoter methylation. However, in a subsequent study, cilengitide does not seem to alter the pattern of glioblastoma progression, and in an EORTC phase III randomized, controlled, multicenter clinical trial, consisting of over 500 patients in 23 countries, the addition of cilengitide to the standard of care did not improve overall survival in patients with newly diagnosed glioblastoma and methylated MGMT promoter status In 2014, a phase II study, the CORE trial, was conducted in patients with newly diagnosed glioblastoma and unmethylated MGMT promoter status.
Sources: en.wikipedia.org
=== Background === Early methods of secondary structure prediction, introduced in the 1960s and early 1970s, focused on identifying likely alpha helices and were based mainly on helix-coil transition models. Significantly more accurate predictions that included beta sheets were introduced in the 1970s and relied on statistical assessments based on probability parameters derived from known solved structures. These methods, applied to a single sequence, are typically at most about 60–65% accurate, and often underpredict beta sheets. Since the 1980s, artificial neural networks have been applied to the prediction of protein structures. The evolutionary conservation of secondary structures can be exploited by simultaneously assessing many homologous sequences in a multiple sequence alignment, by calculating the net secondary structure propensity of an aligned column of amino acids. In concert with larger databases of known protein structures and modern machine learning methods such as neural nets and support vector machines, these methods can achieve up to 80% overall accuracy in globular proteins. The theoretical upper limit of accuracy is around 90%, partly due to idiosyncrasies in DSSP assignment near the ends of secondary structures, where local conformations vary under native conditions but may be forced to assume a single conformation in crystals due to packing constraints.
This term is closely related to the concept of the "grey zone", which came to prominence in 2017, describing hostile actions that fall below the traditional threshold of war. But as Kello explained, technological unpeace differs from the grey zone as the term is commonly used in that unpeace by definition is never overtly violent or fatal, whereas some grey-zone actions are violent, even if they are not acts of war.
Successful bead beating is dependent not only on design features of the shaking machine (which take into consideration shaking oscillations frequency, shaking throw or distance, shaking orientation and vial orientation), but also the selection of correct bead size (0.1–6 mm (0.004–0.2 in) diameter), bead composition (glass, ceramic, steel) and bead load in the vial. In most laboratories, bead beating is done in batch sizes of one to twenty-four sealed, plastic vials or centrifuge tubes. The sample and tiny beads are agitated at about 2000 oscillations per minute in specially designed reciprocating shakers driven by high power electric motors. Cell disruption is complete in 1–3 minutes of shaking. Significantly faster rates of cell disruption are achieved with a bead beater variation called SoniBeast. Differing from conventional machines, it agitates the beads using a vortex motion at 20,000 oscillations per minute. Larger bead beater machines that hold deep-well microtiter plates also shorten process times, as do Bead Dispensers designed to quickly load beads into multiple vials or microplates. Pre-loaded vials and microplates are also available. All high energy bead beating machines warm the sample about 10 degrees per minute. This is due to frictional collisions of the beads during homogenization. Cooling of the sample during or after bead beating may be necessary to prevent damage to heat-sensitive proteins such as enzymes.
Sources: en.wikipedia.org
System suitability is a set of checks performed before and during an HPLC run to confirm that the instrument and method are working as expected. It may include retention time repeatability, resolution between peaks, peak symmetry, and signal intensity. Failing suitability criteria usually invalidates the run.
An HPLC method is typically validated before its routine use and revalidated in part when significant changes affect the method. Regulators do not set a universal calendar interval. The need for revalidation depends on the change, its risk, and the applicable guidance.
Validation establishes that a method is suitable for its intended purpose, often through a planned study. Verification confirms that a laboratory can reproduce a previously validated or compendial method under its own conditions. Verification is usually narrower than full validation.
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.