This is a working overview of precision, written for readers who want more than a one-paragraph summary but less than a textbook.
Reviewed 2026-05-18. Anything still debated is marked as such rather than presented as settled.
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.
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.
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.
| Property | Value | Notes |
|---|---|---|
| Separation mode | Reversed-phase | Nonpolar stationary phase with polar mobile phase |
| Typical column particle size | 3–5 µm | Smaller particles improve resolution but raise pressure |
| Typical flow rate | 0.5–2.0 mL/min | Depends on column dimensions and pressure limits |
| Common detection | UV-Vis absorbance | Requires analytes with chromophores |
| Typical run time | 5–30 min | Varies with method, gradient, and sample complexity |
Separation modes differ by the chemistry of the stationary phase and the composition of the mobile phase. Reversed-phase testing uses a nonpolar column and polar solvents, making it common for pharmaceutical, environmental, and food analytes. Normal-phase testing uses a polar column and nonpolar solvents for compounds that are poorly retained in reversed-phase systems. Ion-exchange and ion-pair methods separate charged species, while size-exclusion methods sort molecules by hydrodynamic volume. Gradient elution changes solvent strength over time to resolve complex mixtures, and isocratic elution holds solvent composition constant for simpler assays.
Key performance measures include retention time, peak area, peak height, resolution, tailing factor, and plate count. Retention time helps identify a peak under fixed conditions, but confirmation often requires a second method or detector. Peak area and height relate to concentration through calibration curves, which may be linear or nonlinear depending on the detector response. Resolution describes separation between adjacent peaks, while tailing factor and plate count describe peak shape and column efficiency. Performance checks verify these values before and during a run to confirm that the instrument is performing within limits.
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.
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.
== Early life and education == Eke was born at the University of Nigeria Teaching Hospital in Enugu State, Nigeria. He attended Federal Government College, Wukari in Taraba State, before completing his medical degree (MBChB) at the University of Calabar. He earned a Master of Public Health (MPH) from the Harvard School of Public Health, concentrating in health policy and management. He completed residency training in Obstetrics and Gynecology in Nigeria at the Nnamdi Azikiwe University Teaching Hospital, and later at Michigan State University Obstetrics and Gynecology residency training program (now University of Michigan Health - Sparrow) in the United States. He went on to complete dual fellowships in maternal-fetal medicine and clinical pharmacology at Johns Hopkins University, where he earned a doctor of philosophy (PhD) in clinical investigation through the Graduate Training Program in Clinical Investigation at the Johns Hopkins Bloomberg School of Public Health.
== Separation process and principle == The separation of compounds is due to the differences in their attraction to the stationary phase and because of differences in solubility in the solvent. Different compounds in the sample mixture travel at different rates due to the differences in their partition coefficients. Different solvents, or different solvent mixtures, give different separations. The retardation factor (RF) quantifies the results. It is the distance traveled by a given substance divided by the distance traveled by the mobile phase.
In the late 1920s, Pauling began publishing papers on the nature of the chemical bond. Between 1937 and 1938, he took a position as George Fischer Baker Non-Resident Lecturer in Chemistry at Cornell University. While at Cornell, he delivered a series of nineteen lectures and completed the bulk of his famous textbook The Nature of the Chemical Bond. It is based primarily on his work in this area that he received the Nobel Prize in Chemistry in 1954 "for his research into the nature of the chemical bond and its application to the elucidation of the structure of complex substances". Pauling's book has been considered "chemistry's most influential book of this century and its effective bible". In the 30 years after its first edition was published in 1939, the book was cited more than 16,000 times. Even today, many modern scientific papers and articles in important journals cite this work, more than seventy years after the first publication. Part of Pauling's work on the nature of the chemical bond led to his introduction of the concept of orbital hybridization. While it is normal to think of the electrons in an atom as being described by orbitals of types such as s and p, it turns out that in describing the bonding in molecules, it is better to construct functions that partake of some of the properties of each.
Sources: en.wikipedia.org
== History == The Panda Restaurant Group, parent company of Panda Inn, Panda Express, and Hibachi-San, was founded by Andrew Cherng, Peggy Cherng and Andrew's father, Master Chef Ming Tsai Cherng. Andrew Cherng and his father are Chinese born, while Peggy was born in Burma and raised in Hong Kong. Both Andrew and Peggy Cherng are alumni of Baker University in Baldwin City, Kansas (where they first met).
In 1967, Hood joined the National Institutes of Health (NIH), to work in the immunology branch of the National Cancer Institute as a senior investigator. In 1970, he returned to Caltech as an assistant professor. He was promoted to associate professor in 1973, full professor in 1975, and was named Bowles Professor of Biology in 1977. He served as chairman of the Division of Biology from 1980-1989 and director of Caltech's Special Cancer Center in 1981. Hood has been a leader and a proponent of cross-disciplinary research in chemistry and biology. In 1989 he stepped down as chairman of the Division of Biology to create and become director of a newly funded NSF Science and Technology Center at Caltech. The NSF Center for the Development of an Integrated Protein and Nucleic Acid Biotechnology became one of the founding research centers of the Beckman Institute at Caltech in 1989. By this time, Hood's laboratory included more than 100 researchers, a much larger group than was usual at Caltech. A relatively small school, Caltech was not well-suited to the creation of the type of large interdisciplinary research organization that Hood sought. In October 1991, Hood announced that he would move to the University of Washington at Seattle, to found and direct the first cross-disciplinary biology department, the Department of Molecular Biotechnology (MBT) at the University of Washington Medical School.
Socialist Studies was first published in 1989 by the Camden and North West London branches of the Socialist Party of Great Britain (SPGB), though since issue No. 3 (1991) it has been published by an independent organisation. The early issues consisted primarily of material reprinted from the works of Karl Marx and the Socialist Standard, though the paper now consists of original material. The format has remained the same for the past fifteen years, namely three to twelve A4 sheets of single-column word-processed text, photocopied and folded to produce an A5 booklet. The publication is text-only, with no graphics or photographs, none of the articles have a byline and until the No. 35 (Spring 2000) none of the issues were dated.
=== Local government === The rural areas of Jammu and Kashmir are governed by Panchayati Raj Institutions under the Jammu & Kashmir Panchayati Raj Act, 1989, which was passed in March 1989. It establishes a three-tier system of local government, similar to the rest of India: Halqa Panchayat at the village level, Block Development Council at the block level, and District Development Council at the district level. There are a total of 4291 halqa panchayats, 286 block development councils, and 20 district development councils. Urban areas of Jammu and Kashmir are governed by Urban Local Bodies under the J&K Municipal Corporation Act, 2000 and J&K Municipal Act, 2000. It provides for Municipal Corporations in cities with a population of one lakh or more, Municipal Councils for medium towns, and Municipal Committees for smaller towns. At present, there are 80 Urban Local Bodies (ULBs), including two Municipal Corporations (at Jammu and Srinagar), six Municipal Councils, and 72 Municipal Committees. Elections are held in every five years for these local bodies, and conducted by J&K State Election Commission.
Sources: en.wikipedia.org
According to the European Union Drugs Agency, the estimated minimum lethal dose is 1.2 grams. However, sensitive individuals have died from as little as 30 milligrams applied to mucous membranes-an amount that is 40 times less than the minimum lethal dose. In contrast, addicts may tolerate doses as high as 5 grams per day. Use of cocaine causes abnormally fast heart rhythms and a marked elevation of blood pressure (hypertension), which can be life-threatening. This can lead to death from acute myocardial infarction, acute respiratory failure (i.e., hypoxemia, with or without hypercapnia), stroke, cerebral hemorrhage, and sudden cardiac arrest. Overdose can also cause acute hepatotoxicity—typically due to toxic metabolites—though most cases resolve quickly; however, fatal outcomes from multiple organ dysfunction syndrome are possible, and there is no specific antidote. Cocaine overdose may result in hyperthermia as stimulation and increased muscular activity cause greater heat production. Heat loss is also inhibited by the cocaine-induced vasoconstriction. In 2024, drug-related deaths in England and Wales reached their highest level in three decades, with a notable increase in fatalities involving cocaine and experts urging urgent government intervention to address the crisis. Martin Powell, from the charity Transform, which campaigns for the legal regulation of drugs, suggested that the recent rise in cocaine-related deaths in the UK may be due to the increased purity of cocaine, leading users to consume it more frequently and alongside other substances.
==== Formation of metastable species ==== As the gas (M) enters the ion source, an electric potential in the range of +1 to +5 kV is applied to generate a glow discharge. The glow discharge plasma contains short-lived energetic species including electrons, ions, and excimers. Ion/electron recombination leads to the formation of long-lived excited-state neutral atoms or molecules (metastable species, M*) in the flowing afterglow region. The DART gas can be heated from room temperature (RT) to 550 °C to facilitate desorption of analyte molecules. Heating is optional but may be necessary depending on the surface or chemical being analyzed. The heated stream of gaseous metastable species passes through a porous exit electrode that is biased to a positive or negative potential in the range 0 to 530V. When biased to a positive potential, the exit electrode acts to remove electrons and negative ions formed by Penning ionization from the gas stream to prevent ion/electron recombination and ion loss. If the exit electrode is biased to a negative potential, electrons can be generated directly from the electrode material by surface Penning ionization. An insulator cap at the terminal end of the ion source protects the operator from harm.
== VEGFR-2 == VEGFR-2 is a 210-230 kDa glycoprotein expressed in vascular endothelial cells and in hematopoietic stem cells and binds VEGF-A. VEGFR-2 is closely related to VEGFR-1 for they have common and specific ligands but VEGFR-2 is a highly active kinase while VEGFR1 is an impaired receptor tyrosine kinase. This receptor is a regulator in responses in the endothelial cells of VEGF. These regulations include permeability, proliferation, invasion and migration. The signaling pathways, Y1175 and Y1214, are the main autophosphorylation sites of the human VEGFR-2 followed by VEGF binding. Autophosphorylated VEGFR-2 is required for activation of several downstream pathways, which are hyperactivated in some tumors. These signaling pathways are important in tumor angiogenesis, which stimulates tumor growth by supplying the tumor with oxygen and nutrients. VEGFR-2 is overexpressed in several cancers, for example ovarian, thyroid, melanoma and medulloblastoma.
Sources: en.wikipedia.org
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.
It offers high resolution, reproducibility, and compatibility with many sample types. A single run can separate and quantify multiple analytes. It is common in pharmaceutical, food, environmental, and industrial laboratories.
Samples must be soluble in a suitable mobile phase and free of particles that can block the column. Detector response depends on analyte structure, so some compounds need derivatization or alternative detection. Complex matrices may require extensive sample preparation.
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.