Quality control comes up often in conversation and rarely with the context attached. Here we lay out the basics in order, then work through the practical considerations.
Updated 2026-07-31. Numbers and descriptions here follow the published literature rather than marketing material.
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.
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.
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.
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.
| 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. |
Method validation demonstrates that an HPLC procedure is suitable for its intended purpose. Common validation parameters include accuracy, precision, specificity, linearity, range, limit of detection, limit of quantification, and robustness. Accuracy reflects agreement with a reference value, while precision describes repeatability under defined conditions. Specificity shows whether the method can measure the analyte in the presence of impurities or matrix components. Validation documents are reviewed before a method is used for routine testing or regulatory submissions.
System suitability testing is performed before and during analytical runs to confirm that the instrument and method are working as expected. Typical checks include retention time, peak area precision, resolution between critical pairs, tailing factor, and theoretical plate count. Acceptance criteria are set in the method or pharmacopeial monograph. If a suitability check fails, the run may be rejected and the instrument or sample preparation may need investigation. This practice helps prevent release of data from a system that has drifted out of control.
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.
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.
Several separation modes exist, including reversed-phase, normal-phase, ion-exchange, size-exclusion, and hydrophilic interaction liquid chromatography. Reversed-phase uses a nonpolar stationary phase with a polar mobile phase and is widely applied to small organic molecules. Gradient elution changes mobile phase composition during the run, while isocratic elution keeps it constant. Column chemistry, particle size, temperature, flow rate, and mobile phase pH all influence retention and resolution. Method development selects conditions that separate analytes from matrix components and from each other.
Detection commonly uses ultraviolet-visible absorbance, fluorescence, refractive index, or mass spectrometry. Ultraviolet detection depends on molecular chromophores that absorb light at specific wavelengths. Mass spectrometry provides mass information and sensitive quantification, often after electrospray ionization. Before sample batches, performance checks examine resolution, elution time repeatability, peak symmetry, and plate count. Matrix effects and co-elution remain recognized uncertainties; formal validation studies and orthogonal detection help address them. Detector choice depends on analyte properties and required sensitivity.
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.
=== Mitigate carbon nanotube toxicity via physicochemical modulation === Length, diameter, and aggregation state: As-synthesized CNTs typically form large bundles or agglomerates, which are associated with increased cytotoxicity. Disaggregation into individualized CNTs and cutting length can mitigate toxicity. These modifications are commonly achieved through tip ultrasonication in the presence of surfactants or polymers, followed by ultracentrifugation to remove residual bundles and impurities. Such processing enhances dispersion, reduces rigidity, and improves biocompatibility. Single-type enrichment and classification: Heterogeneity in CNT materials contributes to inconsistent biological responses. Advanced sorting techniques, such as aqueous two-phase extraction, size-exclusion chromatography, and density gradient ultracentrifugation, can sort CNTs by specific parameters such as diameter, length, number of walls, and chirality. Purity enhancement: Post-synthesis purification techniques—such as mild oxidation, sonication in hydrogen peroxide or acetone, acid washing, and incandescent annealing—are employed to remove residual metal catalysts and carbonaceous byproducts. Surface modification: Non-covalent modification: Wrapping CNTs with biocompatible polymers such as single-stranded DNA (ssDNA), phospholipid–polyethylene glycol, or Pluronic F108 enhances solubility, colloidal stability, and biological compatibility without altering the intrinsic structure of the nanotubes.
=== 7 July === Russian forces claimed to have taken the settlement of Chyhari (part of Pivdenne) in Donetsk Oblast. Four people were killed after their vehicle struck a Russian-planted mine in Kharkiv Oblast. Russian officials claimed that Iskander ballistic missiles destroyed two Patriot missile launchers in Odesa. The Ukrainian Air Force confirmed the attack but provided no further information. The Ukrainian military claimed to have shot down a Russian Su-25 fighter jet over Donetsk Oblast. Russian officials claimed that falling debris from Ukrainian drones set fire to a warehouse in Voronezh Oblast which contained explosives. Another drone was reported shot down over Belgorod Oblast. Explosions were reported at a number of locations around occupied Melitopol, including the Melitopol Air Base, the railway station and other areas. Locals said that Russian air defence was activated during the incident.
=== New Zealand === In New Zealand, a medical laboratory scientist must complete a bachelor's degree in medical laboratory science or biological or chemical science recognized by the Medical Sciences Council of New Zealand. As part of this degree they must complete clinical placement. Once they graduate they must have worked at least six months under supervision, be registered with the Medical Sciences Counsel of New Zealand, and hold a current Annual Practicing Certificate.
== Pediatric Assessment Techniques == In infants and young children, clinical evaluation of skin turgor requires a different approach than in adults due to differences in subcutaneous fat distribution. Medical Professionals perform the pinch test on the child's abdomen or the inner thigh rather than the hand or forearm. A pinch that remains elevated for less than two seconds indicates mild to modern dehydration, while a fold that tents for longer than two seconds signifies severe, life-threatening fluid loss. However, the reliability of this test changes if a child is severely malnourished or obese, as excessive fat can mask poor turgor.
Sources: en.wikipedia.org
== Health issues == Little is known about the effects of berkelium on human body, and analogies with other elements may not be drawn because of different radiation products (electrons for berkelium and alpha particles, neutrons, or both for most other actinides). The low energy of electrons emitted from berkelium-249 (less than 126 keV) hinders its detection, due to signal interference with other decay processes, but also makes this isotope relatively harmless to humans as compared to other actinides. However, berkelium-249 transforms with a half-life of only 330 days to the strong alpha-emitter californium-249, which is rather dangerous and has to be handled in a glovebox in a dedicated laboratory. Berkelium might promote cancer, and in the skeleton, its radiation can damage red blood cells. The maximum permissible amount of berkelium-249 in the human skeleton is 0.4 nanograms.
==== Betaferon (interferon beta-1b) ==== Closely related to interferon beta-1a is interferon beta-1b, which is also indicated for MS, but is formulated with a different dose and administered with a different frequency. Each drug has a different safety/efficacy profile. Interferon beta-1b is marketed only by Bayer in the US as Betaseron, and outside the US as Betaferon.
=== Mechanistic vs. empirical models === A main difference in evolutionary models is how many parameters are estimated every time for the data set under consideration and how many of them are estimated once on a large data set. Mechanistic models describe all substitutions as a function of a number of parameters which are estimated for every data set analyzed, preferably using maximum likelihood. This has the advantage that the model can be adjusted to the particularities of a specific data set (e.g. different composition biases in DNA). Problems can arise when too many parameters are used, particularly if they can compensate for each other (this can lead to non-identifiability). Then it is often the case that the data set is too small to yield enough information to estimate all parameters accurately. Empirical models are created by estimating many parameters (typically all entries of the rate matrix as well as the character frequencies, see the GTR model above) from a large data set. These parameters are then fixed and will be reused for every data set. This has the advantage that those parameters can be estimated more accurately. Normally, it is not possible to estimate all entries of the substitution matrix from the current data set only. On the downside, the parameters estimated from the training data might be too generic and therefore have a poor fit to any particular dataset. A potential solution for that problem is to estimate some parameters from the data using maximum likelihood (or some other method).
Sources: en.wikipedia.org
Hari, Johann (2015). Chasing the Scream: The First and Last Days of the War on Drugs. London; New York: Bloomsbury. ISBN 978-1-62040-890-2. Blanchard, Michael; Chin, Gabriel J. (1998). "Identifying the Enemy in the War on Drugs: A Critique of the Developing Rule Permitting Visual Identification of Indescript White Powders in Narcotics Prosecutions". American University Law Review (47): 557. SSRN 1128945. Daniel Burton-Rose, The Celling of America: An Inside Look at the U.S. Prison Industry. Common Courage Press, 1998. Stephanie R. Bush-Baskette, "The War on Drugs as a War on Black Women", in Meda Chesney-Lind and Lisa Pasko (eds.), Girls, Women, and Crime: Selected Readings. Sage, 2004. Chin, Gabriel (2002). "Race, the War on Drugs and the Collateral Consequences of Criminal Conviction". Gender, Race & Justice (6): 253. SSRN 390109. Alexander Cockburn and Jeffrey St. Clair, Whiteout: The CIA, Drugs and the Press. New York: Verso, 1998. Mitchell Earlywine, Understanding Marijuana: A New Look at the Scientific Evidence. New York: Oxford University Press, 2005. Kathleen J. Frydl, The Drug Wars in America, 1940–1973. New York: Cambridge University Press, 2013. Nunn, Kenneth B. (2002). "Race, Crime and the Pool of Surplus Criminality: Or Why the War on Drugs Was a War on Blacks". Gender, Race & Justice. 6 (6): 381. Tony Payan, "A War that Can't Be Won." Tucson: The University of Arizona Press, 2013. Preston Peet, Under the Influence: The Disinformation Guide to Drugs. The Disinformation Company, 2004. Thomas C.
== Advantages == EC-MS is a sensitive ionization method. Forming negative ions through electron capture ionization is more sensitive than forming positive ions through chemical ionization. It is a selective ionization technique that can prevent the formation of common matrices found in environmental contaminants during ionization. Electron capture ionization will have less interference from these matrices compared to electron ionization. Electron capture mass spectra can distinguish between certain isomers that EI-MS cannot.
A week later, on 13 March, Stalin responded vigorously to the speech, saying Churchill could be compared to Adolf Hitler insofar as he advocated the racial superiority of English-speaking nations so that they could satisfy their hunger for world domination, and that such a declaration was "a call for war on the USSR." The Soviet leader also dismissed the accusation that the USSR was exerting increasing control over the countries lying in its sphere. He argued that there was nothing surprising in "the fact that the Soviet Union, anxious for its future safety, [was] trying to see to it that governments loyal in their attitude to the Soviet Union should exist in these countries."
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.
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.