Chromatogram 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 2026-04-01. Numbers and descriptions here follow the published literature rather than marketing material.
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.
Method validation evaluates accuracy, precision, specificity, linearity, range, detection limit, quantitation limit, and robustness. Regulatory guidance for pharmaceuticals, foods, and environmental testing defines expected documentation and acceptance criteria. Verification confirms that a validated method works in a specific laboratory with its own instruments and reagents. Calibration curves use reference standards with known purity and traceability, while measurement uncertainty is estimated from validation data, control charts, and collaborative studies. The scope of validation depends on the method's intended use.
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.
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. |
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.
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 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.
Reith revealed in a 2009 letter to the Journal of the Royal College of Physicians of Edinburgh that she and her colleagues made no money from the invention, with the then Greater Glasgow Health Board holding the patent on their behalf and receiving income until it sold the rights to pharmaceutical company Novo.
=== Pharmacodynamics and pharmacokinetics === The addition of sulbactam to ampicillin enhances the effects of ampicillin. This increases the antimicrobial activity by 4- to 32-fold when compared to ampicillin alone. Ampicillin is a time-dependent antibiotic. Its bacterial killing is largely related to the time that drug concentrations in the body remain above the minimum inhibitory concentration (MIC). The duration of exposure will thus correspond to how much bacterial killing will occur. Various studies have shown that, for maximum bacterial killing, drug concentrations must be above the MIC for 50-60% of the time for the penicillin group of antibiotics. This means that longer durations of adequate concentrations are more likely to produce therapeutic success. However, when ampicillin is given in combination with sulbactam, regrowth of bacteria has been seen when sulbactam levels fall below certain concentrations. As with many other antibiotics, under-dosing of ampicillin/sulbactam may lead to resistance. Ampicillin/sulbactam has poor absorption when given orally. The two drugs have similar pharmacokinetic profiles that appear unchanged when given together. Ampicillin and sulbactam are both hydrophilic substances and have a volume of distribution (Vd) similar to the volume of extra-cellular body water. The volume that the drug distributes throughout in healthy patients is approximately 0.2 liters per kilogram of body weight. Patients on hemodialysis, elderly patients, and pediatric patients have shown a slightly increased volume of distribution.
=== Funding trajectory === Since 1999, the division's funding increased more than six-fold. By 2012, OAM and NCCAM spent a cumulative $1.6 billion in grant funding. Between 1999 and 2009, NCCAM supported approximately 50% of the National Cancer Institute spending on CAM, with the total amount spent on CAM during that time frame $2.856 billion. The NCCIH budget for 2005 was $123 million. For fiscal year 2009 (ending September 30, 2009), it was $122 million. The NIH has also conducted research in alternative medicine at the National Cancer Institute by the Office of Cancer Complementary and Alternative Medicine which, in 2009, had the same $122 million budget as NCCIH. For FY 2009; NIH's total budget was about $29 billion. The NCCIH budget for 2015 was $124.1 million. They requested a $3,459,000 funding increase for their 2016 budget. By FY2023, the NCCIH budget had grown to approximately $170 million annually. The FY2026 President's Budget proposed eliminating NCCIH entirely, but Congress rejected the proposal and maintained NCCIH funding at the FY2025 level.
All ordinary matter is made up of combinations of chemical elements, each with its own atomic number, indicating the number of protons in the atomic nucleus. Additionally, elements may exist in different isotopes, with each isotope of an element differing in the number of neutrons in the nucleus. A particular isotope of a particular element is called a nuclide. Some nuclides are inherently unstable. That is, at some point in time, an atom of such a nuclide will undergo radioactive decay and spontaneously transform into a different nuclide. This transformation may be accomplished in a number of different ways, including alpha decay (emission of alpha particles) and beta decay (electron emission, positron emission, or electron capture). Another possibility is spontaneous fission into two or more nuclides. While the moment in time at which a particular nucleus decays is unpredictable, a collection of atoms of a radioactive nuclide decays exponentially at a rate described by a parameter known as the half-life, usually given in units of years when discussing dating techniques. After one half-life has elapsed, one half of the atoms of the nuclide in question will have decayed into a "daughter" nuclide or decay product. In many cases, the daughter nuclide itself is radioactive, resulting in a decay chain, eventually ending with the formation of a stable (nonradioactive) daughter nuclide; each step in such a chain is characterized by a distinct half-life.
Sources: en.wikipedia.org
=== Apoptosis === During DNA damage or cellular stress PARPs are activated, leading to an increase in the amount of poly(ADP-ribose) and a decrease in the amount of NAD+. For over a decade it was thought that PARP1 was the only poly(ADP-ribose)polymerase in mammalian cells, therefore this enzyme has been the most studied. Caspases are a family of cysteine proteases that are known to play an essential role in programmed cell death. This protease cleaves PARP-1 into two fragments, leaving it completely inactive, to limit poly(ADP-ribose) production. One of its fragments migrates from the nucleus to the cytoplasm and is thought to become a target of autoimmunity. During caspase-independent apoptosis, also called parthanatos, poly(ADP-ribose) accumulation can occur due to activation of PARPs or inactivation of poly(ADP-ribose)glycohydrolase, an enzyme that hydrolyses poly(ADP-ribose) to produce free ADP-ribose. Studies have shown poly(ADP-ribose) drives the translocation of the apoptosis inducing factor protein to the nucleus where it will mediate DNA fragmentation. It has been suggested that if a failure of caspase activation under stress conditions were to occur, necroptosis would take place. Overactivation of PARPs has led to a necrotic cell death regulated by the tumor necrosis factor protein. Though the mechanism is not yet understood, PARP inhibitors have been shown to affect necroptosis.
== Alternative terms == Ultra-high-definition television is also known as Ultra HD, UHD, UHDTV, and 4K. In Japan, 8K UHDTV will be known as Super Hi-Vision since Hi-Vision was the term used in Japan for HDTV. In the consumer electronics market companies had previously only used the term 4K at the 2012 CES but that had changed to "Ultra HD" during CES 2013. "Ultra HD" was selected by the Consumer Electronics Association after extensive consumer research, as the term has also been established with the introduction of "Ultra HD Blu-ray".
Hydrophobins have been found to be structurally and functionally similar to cerato-platanins, another group of small cysteine-rich proteins, which also contain a high percentage of hydrophobic amino acids, and are also associated with hyphal growth. This family of proteins includes the rodlet proteins of Neurospora crassa (gene eas) and Emericella nidulans (gene rodA), these proteins are the main component of the hydrophobic sheath covering the surface of many fungal spores. Genomic sequencing of two fungi from dry or salty environments (Wallemia sebi and W. ichthyophaga) revealed that these species contain predicted hydrophobins with unusually high proportion of acidic amino acids and therefore with potentially novel characteristics. High proportion of acidic amino acids is thought to be an adaptation of proteins to high concentrations of salt.
The general adoption of rotary valves in the place of poppet valves in combustion engines was prevented by the issue of sealing. Poppet valves have a seal around the tapered flange of the opening, and this seal improves with increased working pressure in the combustion chamber because the pressure forces the valve shut. In contrast, rotary valves have to move freely to operate and need to be lubricated with oil, causing issues with holding pressures of up to 100 bar at temperatures of 1000 degrees Celsius, with the related thermal expansion of the various seals and valve barrel. This valve expansion causes misalignment in the valve-to-seal interface as an engine moves from room temperature to full operating temperature. If the seals are pressed against the valve with higher pressure to accommodate this expansion, high friction and power loss occurs, plus high rates of wear. The rotary valve combustion engine possesses several significant advantages over the conventional assemblies, including significantly higher compression ratios and rpm, meaning more power, a much more compact and light-weight cylinder head, and reduced complexity, meaning higher reliability and lower cost. As inlet and exhaust are usually combined, special attention should be given to valve cooling to avoid engine knocking. Rotary valves have been used in several different engine designs. R.A. Reynolds got a patent: US 1002756, 1911, for a Disc Rotary Valve in a 4-Stroke engine.
=== 5 April === Ukraine launched a barrage of drones into western Russia, targeting four airbases. Ukrainian officials claim at least six military aircraft were destroyed, eight others were "heavily damaged", and at least 20 personnel were killed or injured at a military airbase near Morozovsk, Rostov Oblast. Security sources reported the airbase held Su-27 and Su-34 aircraft, while an open-source intelligence researcher reported the base also held three Su-35 aircraft. Rostov Oblast Governor Vasily Golubev claimed Russia intercepted 44 Ukrainian drones and that only a 16-storey residential block and power substation were damaged, leaving around 600 people without power. Eight people were later injured by one of the fallen drone's explosives detonating during an investigation of the site. Drones were also launched at Engels-2 airbase in Saratov Oblast, reportedly home to Tu-95 and Tu-22 bombers. The attack allegedly caused "serious damage" to three Tu-95MS bombers and resulted in the deaths of seven. One drone was shot down over the nearby town of Engels. There were no reports of casualties or infrastructure damage from the neutralized drone. Yeysk Airport, which hosts the aviation units of the 4th Army of the Russian Air Force, was also allegedly struck, with four Russians killed and two Su-25 aircraft destroyed. Local official Roman Bublik denied any damage. Kursk Vostochny Airport was also targeted. There was no information provided on possible damage. Russia reported no casualties and denied any serious damage, claiming to have intercepted 53 drones.
Sources: en.wikipedia.org
Pharmacometabolomics, also known as pharmacometabonomics, is a field which stems from metabolomics, the quantification and analysis of metabolites produced by the body. It refers to the direct measurement of metabolites in an individual's bodily fluids, in order to predict or evaluate the metabolism of pharmaceutical compounds, and to better understand the pharmacokinetic profile of a drug. Alternatively, pharmacometabolomics can be applied to measure metabolite levels following the administration of a pharmaceutical compound, in order to monitor the effects of the compound on certain metabolic pathways(pharmacodynamics). This provides detailed mapping of drug effects on metabolism and the pathways that are implicated in mechanism of variation of response to treatment. In addition, the metabolic profile of an individual at baseline (metabotype) provides information about how individuals respond to treatment and highlights heterogeneity within a disease state. All three approaches require the quantification of metabolites found in bodily fluids and tissue, such as blood or urine, and can be used in the assessment of pharmaceutical treatment options for numerous disease states.
In July 2018, Michael Collins, deputy assistant director of the CIA's East Asia mission center, told the Aspen Security Forum in Colorado that he believed China under General Secretary of the Chinese Communist Party Xi Jinping, while unwilling to go to war, was waging a "quiet kind of cold war" against the United States, seeking to replace the US as the leading global power. He further elaborated: "What they're waging against us is fundamentally a cold war — a cold war not like we saw during [the] Cold War (between the U.S. and the Soviet Union) but a cold war by definition". In October 2018, Hong Kong's Lingnan University professor Zhang Baohui told The New York Times that a speech by United States Vice-president Mike Pence at the Hudson Institute "will look like the declaration of a new Cold War". In January 2019, Robert D. Kaplan of the Center for a New American Security wrote that "it is nothing less than a new cold war: The constant, interminable Chinese computer hacks of American warships' maintenance records, Pentagon personnel records, and so forth constitute war by other means. This situation will last decades and will only get worse". In February 2019, Joshua Shifrinson, an associate professor from Boston University, said concerns over a new cold war was "overblown", saying US–China relations were different from that of US–Soviet Union relations during the original Cold War, and that ideology would play a less prominent role in their bilateral relationship.
=== Filming === On 4 April 2019, a photoshoot featuring Rajinikanth was held at a studio in Chennai. The stills which were leaked onto the internet and showed the actor in a cop avatar. Principal photography for the film began on 10 April in Mumbai. Images featuring Rajinikanth, Nivetha Thomas and Yogi Babu were also leaked onto the internet. On 3 May 2019, filming was suspended following reports of friction with college students at a campus that was being used as a location, and it later resumed. The film's first schedule was completed on 15 May. The film's second schedule resumed on 29 May and ended on 30 June. Suniel Shetty joined the film's second schedule. On 5 June 2019, a video from the filming location was unofficially posted on the internet despite high security on the sets. The filmmakers reported a similar incident during the filming on the last week of June 2019. The team shifted location from Mumbai to Delhi, citing heavy rains. It was reported filming would finish in late August 2019. After completing the film's second schedule, the makers took a 10-day-long break and filming resumed on 10 July 2019. On 25 July, Murugadoss shared images from the film showing Rajinikanth holding a sword and walking through a cloud of dust in a policeman's uniform; another image showed him looking happier and wearing a light blue suit. The final schedule of the film took place on 19 August 2019 in Jaipur, where two action sequences were filmed. On 11 October 2019, the makers announced they had completed filming.
== Differential diagnosis == The symptoms of Morvan's Syndrome have been noted to bear a striking similarity to limbic encephalitis (LE). These include the CNS symptoms consisting of insomnia, hallucinations, and disorientation, as well as dementia and psychosis. Both entities can be paraneoplastic and associated with thymoma. Recently, VGKC antibodies were found in patients with LE, strengthening the hypothesis that LE and Morvan's Syndrome may be closely connected. Varying symptoms may be used to determine which of the two diseases the subject has. Amnesia, seizures, and mesial temporal lobe structural abnormalities are features of LE, whereas myokymia, hyperhydrosis, and insomnia favor Morvan's Syndrome.
It is critical that the sample be processed before entering the mass spectrometer so that only a single chemical species enters at a given time. Generally, samples are combusted or pyrolyzed and the desired gas species (usually hydrogen (H2), nitrogen (N2), carbon dioxide (CO2), or sulfur dioxide (SO2)) is purified by means of traps, filters, catalysts and/or chromatography. The two most common types of IRMS instruments are continuous flow and dual inlet. In dual inlet IRMS, purified gas obtained from a sample is alternated rapidly with a standard gas (of known isotopic composition) by means of a system of valves, so that a number of comparison measurements are made of both gases. In continuous flow IRMS, sample preparation occurs immediately before introduction to the IRMS, and the purified gas produced from the sample is measured just once. The standard gas may be measured before and after the sample or after a series of sample measurements. While continuous-flow IRMS instruments can achieve higher sample throughput and are more convenient to use than dual inlet instruments, the yielded data is of approximately 10-fold lower precision.
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.