If you have been reading about precision 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 2025-10-28. Numbers and descriptions here follow the published literature rather than marketing material.
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.
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.
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.
| Property | Value | Notes |
|---|---|---|
| Retention time RSD | ≤1% for five replicate injections | Typical criterion; method-specific limits apply. |
| Resolution | ≥1.5 between critical pair | Baseline separation is generally desired. |
| Tailing factor | ≤2.0 | Measures peak symmetry. |
| Theoretical plates | ≥2000 per column | Method-dependent; higher values indicate greater efficiency. |
| Peak area RSD | ≤2% for replicate injections | Reflects autosampler and detector precision. |
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.
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.
Separation in HPLC depends on the chemistry of the stationary phase, the composition of the mobile phase, and the physical properties of the column. Reverse-phase separations use a nonpolar stationary phase and a polar mobile phase, and they are common for many organic compounds. Ion-exchange, size-exclusion, and normal-phase modes serve other classes of analytes. Gradient elution changes solvent strength over time, while isocratic elution holds it constant. Flow rate, temperature, particle size, and column length all influence peak shape and resolution. Detection may use ultraviolet absorbance, fluorescence, refractive index, or mass spectrometry, depending on the analyte and the required sensitivity.
Routine HPLC testing compares a sample result with a calibration curve prepared from known reference standards. Peak area or peak height is plotted against concentration, and the curve is used to estimate unknown amounts. Retention time supports tentative identification when compared with a standard, though mass spectrometry or another confirmatory method may be needed for definitive identification. Pre-run checks verify repeatability, resolution, and peak symmetry before sample analysis. Limits of detection and quantification describe the smallest amounts that can be reliably observed or measured. Sample preparation, filtration, and degassing help prevent column damage and inconsistent results.
High-performance liquid chromatography is an analytical technique that separates components in a liquid sample. A pump moves a liquid mobile phase through a column packed with a solid stationary phase. Compounds interact differently with both phases and travel at different rates, leaving the column at distinct retention times. A detector records these arrivals as peaks on a chromatogram. The resulting pattern supports identification and quantification of substances in mixtures. Modern instruments use high pressure to force solvent through small particles, which improves speed and resolution compared with older low-pressure liquid chromatography methods.
Practical HPLC testing depends on careful sample preparation and instrument maintenance. Samples may require filtration, dilution, pH adjustment, or extraction to avoid column damage and matrix interference. Mobile phases are degassed and filtered, and columns are equilibrated before injection. Common problems include peak tailing, baseline drift, ghost peaks, carryover, and co-elution of analytes. Documentation of instrument logs, calibration records, and electronic audit trails supports data integrity and traceability. Ongoing training and routine maintenance help reduce variability between analysts and laboratories.
Quality control laboratories use HPLC to check identity, purity, concentration, and stability of raw materials and finished products. A validated method specifies the column, mobile phase, flow rate, detection wavelength, injection volume, and run time. Samples are prepared and compared against reference standards of known concentration. The resulting chromatogram provides quantitative data, such as assay values and impurity levels. This approach is common in pharmaceutical, food, environmental, and industrial testing where consistent measurements are required.
Method validation demonstrates that an analytical procedure is suitable for its intended purpose. Typical validation characteristics include accuracy, precision, specificity, linearity, range, limit of detection, limit of quantitation, and robustness. Regulatory guidance from bodies such as the International Council for Harmonisation and the United States Pharmacopeia outlines expectations, though specific criteria depend on the product and method. System suitability tests are run before sample analysis to confirm resolution, peak symmetry, column efficiency, and injection repeatability. Failure of these checks can invalidate a batch of measurements.
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=== Intravenous administration === Many forms of medication (from antibiotics to chemotherapy) are administered intravenously, as they are not readily or adequately absorbed by the digestive tract. After severe acute blood loss, liquid preparations, generically known as plasma expanders, can be given intravenously, either solutions of salts (NaCl, KCl, CaCl2 etc.) at physiological concentrations, or colloidal solutions, such as dextrans, human serum albumin, or fresh frozen plasma. In these emergency situations, a plasma expander is a more effective life-saving procedure than a blood transfusion, because the metabolism of transfused red blood cells does not restart immediately after a transfusion.
==== Vietnam and wide tobacco-related costs ==== In Vietnam, the e-cigarette market is growing rapidly, with the use rate increasing 18 times from 2015 to 2020. The use rate of e-cigarettes in adolescents aged 13–15 is 3.5%, up 1.6% from 2019. According to estimates by the World Health Organization (WHO), the global economic losses caused by tobacco each year are $1.4 trillion. Economic losses caused by tobacco are estimated to account for 1% of GDP. The Vietnamese government is making efforts to control the e-cigarette market. However, here are still many challenges to be addressed, such as consumer's lack of understanding of the harm of e-cigarettes, unclear legal regulations, and fierce competition from imported e-cigarette products.
=== Delivery of biologic drugs === Delivering biological drugs such as peptides, proteins, antibodies, and genetic material, comes with unique challenges. Because of their large size and electrical charges, these molecules are often poorly absorbed and easily broken down by enzymes in the body. To overcome these hurdles, scientists have been developing advanced delivery methods using tools like liposomes, nanoparticles, fusion proteins, and protein-based nanocages. Some strategies take inspiration from how toxins naturally enter cells by adapting those mechanisms for therapeutic use. Among the macromolecules studied, RNA delivery has made progress, especially with the success of RNA-based COVID-19 vaccines. While protein and DNA delivery have shown progress, proteins in live animals and DNA in lab settings, delivering these large molecules, still remain a complex task. Although oral administration is generally preferred by patients for convenience, it's rarely effective for biologics due to poor absorption. That being said, innovative technologies such as enzyme inhibitors, permeation enhancers, lipid-based nanoparticles, and microneedles are being used to improve oral bioavailability for these drugs. One of the recent developments that has been successful is the use of lipid nanoparticles (LNPs) to deliver messenger RNA (mRNA). LNPs protect fragile mRNA from degradation and escape from endosomes so it can reach the cytoplasm and produce proteins.
Sources: en.wikipedia.org
=== Vector transmission === Diseases transmitted from human to human indirectly, i.e. malaria spread by way of mosquitoes, are transmitted through a vector. In these cases, the infection transfers from human to insect and an epidemic model must include both species, generally requiring many more compartments than a model for direct transmission.
The Unitized Group Ration – Heat & Serve (UGR-H&S) is the successor to the T-ration, and consists of precooked, shelf-stable tray pack entrées. The UGR-H&S is hermetically sealed and can be prepared using a tray ration heater or by immersing it in boiling water, ready to serve in 30 to 45 minutes. The UGR-H&S has 5 breakfast menus and 10 lunch/dinner menus. Each meal provides an average of 1,450 kcal. Each UGR-H&S module contains 50 meals, with each pallet holding 400 meals. UGR-H&S modules have a minimum shelf life of 18 months at 80 °F (26.6 °C).
Experts anticipate that future microfluidic-based innovations for directed evolution campaigns will be driven in the commercial space, resulting in more simple and less expensive methods and tools that can be applied to biotechnologically-relevant enzymes.
Sources: en.wikipedia.org
===== Resident compensation ===== Starting from the first year of postgraduate training residents trained in the US receive compensation. According to the Medscape Residents Salary & Debt Report, in 2021 the average resident annual salary was US$64,000. In 2021, 43% of trainees polled were satisfied with their compensation according to Medcape's report.
==== GABAA receptor positive allosteric modulators ==== Alpidem (Ananxyl; SL800342; SL-800342) – GABAA receptor positive allosteric modulator and nonbenzodiazepine/imidazopyridine – discontinued/withdrawn due to toxicity [43] Alprazolam (Xanax) – GABAA receptor positive allosteric modulator and benzodiazepine
Selegiline was approved for Parkinson's disease by the FDA in 1989. It had been known since the mid-1960s that high doses of deprenyl had psychostimulant effects. Selegiline was first shown to metabolize into levomethamphetamine and levoamphetamine in humans in 1978. The involvement of these metabolites in the effects and side effects of selegiline has remained controversial and unresolved in the decades afterwards. In any case, concerns about these metabolites have contributed to the development of newer MAO-B inhibitors like rasagiline and safinamide that lack such metabolites. The catecholaminergic activity enhancer (CAE) effects of selegiline became well-characterized and distinctly named in 1994. These effects had been observed much earlier, dating back to the 1960s and 1970s, but were not properly distinguished from the other actions of selegiline, like MAO-B inhibition, until the 1990s. More potent, selective, and/or expansive monoaminergic activity enhancers (MAEs), like phenylpropylaminopentane (PPAP) and benzofuranylpropylaminopentane (BPAP), were derived from selegiline and other compounds and were first described in 1988 and 1999, respectively. These drugs had been proposed for potential treatment of psychiatric disorders like depression as well as for Parkinson's disease and Alzheimer's disease, but were never developed or marketed. In the 1990s, J.
==== Consensus paper ==== In 2013 the E.S.PKU delegates launched a paper describing the needs for a better and equal treatment across Europe. This paper subsequently lead to the first European Guidelines for Phenylketonuria.
Sources: en.wikipedia.org
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.
Retention time drift can result from changes in mobile phase composition, column temperature, pump flow, or column age. A gradual shift often points to column degradation. A sudden shift may indicate a leak, mixing error, or incorrect mobile phase.
Retention time alone cannot confirm identity because different compounds may elute at similar times. Coupling HPLC with mass spectrometry or comparing against authenticated standards increases confidence. Confirmation usually requires orthogonal data.
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.