Chromatogram is one of those subjects where the details matter more than the headlines. This page pulls together the background, the mechanisms, and the practical points readers ask about most.
Updated 2025-08-15. Numbers and descriptions here follow the published literature rather than marketing material.
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.
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.
High-performance liquid chromatography is an analytical technique that separates components of a liquid sample by passing it 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 interaction with the stationary phase cause analytes to migrate at different rates. Detectors record elution as peaks, and a data system converts signals into a chromatogram. The method is suited to compounds that dissolve in a liquid and are not volatile enough for gas chromatography.
Reversed-phase chromatography dominates modern HPLC testing, using a nonpolar stationary phase such as chemically bonded octadecyl groups and a polar mobile phase of water mixed with organic solvent. Analytes partition between the mobile and stationary phases according to hydrophobicity. Gradient elution changes the mobile phase composition over time to separate compounds with a wide range of retention. Isocratic elution keeps the composition constant and is simpler for routine assays. Column temperature, pH, and flow rate influence selectivity, peak shape, and retention time, so these parameters are controlled during a validated method.
Detection in HPLC testing commonly relies on ultraviolet-visible absorbance, fluorescence, refractive index, or mass spectrometry. A diode array detector records full spectra across a wavelength range, which helps identify co-eluting peaks. Mass spectrometry provides mass-to-charge ratios and can confirm molecular identity at low concentrations. The choice of detector depends on analyte structure, required sensitivity, and whether quantitation or identification is the goal. No single detector works for every compound, and method development often compares responses before selecting one.
| Property | Value | Notes |
|---|---|---|
| Accuracy | Closeness to true value | Often assessed by recovery of spiked samples |
| Precision | Agreement among repeated measurements | Often reported as relative standard deviation |
| Specificity | Ability to measure analyte without interference | Must separate analyte from impurities and matrix |
| Linearity | Proportional detector response | Evaluated across a defined concentration range |
| Robustness | Resistance to small method changes | Tests flow rate, pH, temperature, and mobile phase composition |
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.
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.
Amit Agrawal, Chief Scientific Officer, Diagnostics Platform, Danaher Ava Amini, Principal Researcher, Microsoft Warren Chan, Dean of the College of Engineering and President's Chair Professor in Engineering, Nanyang Technological University Singapore Arnav Chhabra, Co-founder, Satellite Bio Alice Chen, Chief Operating Officer, Curve Biosciences Amanda Chen, Vice President, Vertex Ventures HC Tal Danino, Associate Professor, Columbia University Jaideep Dudani, CEO, Ouro Medicines Gabe Kwong, Professor, Georgia Institute of Technology Geoffrey von Maltzahn, General Partner at Flagship Pioneering Vyas Ramanan, Venture Partner, Third Rock Ventures Simone Schürle-Finke, Associate Professor, ETH Zurich Andrew Warren, Senior Director, Curie.Bio
A similar phenomenon happens in the neotenic amphibian salamanders, which, without introducing iodine, do not transform into land-dwelling adults, and live and reproduce in the larval form of aquatic axolotl. Among amphibians, administering a thyroid-blocking agent such as propylthiouracil (PTU) can prevent tadpoles from metamorphosing into frogs; in contrast, administering thyroxine will trigger metamorphosis. In amphibian metamorphosis, thyroxine and iodine also exert a well-studied experimental model of apoptosis on the cells of gills, tail, and fins of tadpoles. Iodine, via iodolipids, has favored the evolution of terrestrial animal species and has likely played a crucial role in the evolution of the human brain.
== Mechanism == Phosphorylation involves the transfer of phosphate groups from ATP to the enzyme, the energy for which comes from hydrolysing ATP into ADP or AMP. However, dephosphorylation releases phosphates into solution as free ions, because attaching them back to ATP would require energy input. Cysteine-dependent phosphatases (CDPs) catalyse the hydrolysis of a phosphoester bond via a phospho-cysteine intermediate.
Sources: en.wikipedia.org
Scarborough's drinking water is supplied by the R.C. Harris Filtration Plant at the foot of Victoria Park Avenue and the F. J. Horgan Filtration Plant. The F. J. Horgan Filtration Plant was built in 1979 and was formerly known as the 'Easterly Plant'. Upgrades completed in 2011 allow it to process up to 800 megalitres per day and it will also be the first plant to replace chlorine with ozone as its primary cleansing method. Wastewater for Scarborough is treated at the Highland Creek Treatment Plant. This plant was constructed in 1954 and started processing in 1956. It has undergone continual expansion to meet ongoing demand.
== Terminology == Jammu and Kashmir is named after the two regions it encompasses: the Jammu region and the Kashmir Valley. India collectively refers to the parts of Kashmir under Pakistani administration as "Pakistan-occupied Kashmir" (POK), and considers the region corresponding to Azad Kashmir as part of Jammu and Kashmir. Pakistan collectively refers to the Indian-administered territories of Kashmir as "Indian-occupied Kashmir" (IOK) or "Indian-held Kashmir" (IHK). Neutral sources use "Indian-administered Kashmir"/"Pakistan-administered Kashmir" and "Indian-controlled Kashmir"/"Pakistan-controlled Kashmir" to demarcate the areas.
=== With phosphorus species === Thionyl chloride converts phosphonic acids and phosphonates into phosphoryl chlorides. It is for this type of reaction that thionyl chloride is listed as a Schedule 3 compound, as it can be used in the "di-di" method of producing G-series nerve agents. For example, thionyl chloride converts dimethyl methylphosphonate into methylphosphonic acid dichloride, which can be used in the production of sarin and soman.
The opioid epidemic now involves more overdose deaths with both opioids and cocaine, especially among non-Hispanic Blacks who are twice as likely to die from combined opioid-stimulant overdoses compared to non-Hispanic whites. Cocaine-related deaths in Blacks are similar to opioid deaths in whites. Risk factors include young age, education, urban living, mental disorders, and stress. It remains unclear if co-use is intentional. Recent studies expand focus beyond heroin to all opioids, reflecting changing overdose patterns.
Sources: en.wikipedia.org
At least one person has been killed by carbon dioxide gas subliming off dry ice in coolers placed in a car. In 2020, three people were killed at a party in Moscow after 25 kg of dry ice was dumped in a pool; carbon dioxide is heavier than air, and so can linger near the ground, just above water level.
=== 1960s === During the 1960s, the main conflict in Colombia was between leftist guerillas and the central government. Key concerns included access to land, the battle between communist and far-right ideologies, and the marginalization of peasant populations. In the early 1960s, Colombian Army units loyal to the National Front began to attack peasant communities. This happened throughout Colombia, with the Colombian army deeming these peasant communities as enclaves for bandits and communists. It was the 1964 attack on the community of Marquetalia that motivated the later creation of FARC. Despite the infantry and police encirclement of the villages inside Marquetalia (3,500 men swept through the area), Manuel Marulanda managed to escape the army cordon. Unlike the rural FARC, which had roots in previous Liberal peasant struggles, the National Liberation Army (ELN) was mostly an outgrowth of university unrest. It would subsequently tend to follow a small group of charismatic leaders, including Camilo Torres Restrepo. Both guerrilla groups remained mostly operational in remote areas of the country during the rest of the 1960s. The Colombian government organized several short-lived counter-guerrilla campaigns in the late 1950s and early 1960s. The U.S. government and the CIA aided these efforts, which employed hunter-killer teams and involved U.S. personnel from the previous Philippine campaign against the Huks, who would later participate in the subsequent Phoenix Program in the Vietnam War.
=== Copulation === Copulation begins as the males use their chelicerae to rapidly move back and forth across the female's ventral body surface. This is an attempt to grab hold of the female's body and mount onto their epigyne. For some males, it can take up to 100 attempts to properly mount. Once mounted, the males pull the females closer to them resulting in rotation of the female opisthosoma from a horizontal to vertical position. At this point, the male is able to insert his pedipalps into the genital cavity of the female. During the multiple insertions, the male pedipalps are twisted into different motions in a synchronous fashion with the procursi being inserted deeply into the female genital cavity to release sperm into the uterus externus. As the coupling duration lengthens, the amount of palpal insertions decreases. The duration of copulation is dependent upon whether or not the female P. phalangioides have previously mated with any males. If the females have mated, second males are only allowed to engage in copulation for a few minutes. On the other hand, first males are able to copulate for anywhere between 16 and 122 minutes. Once the mating has finished, the females often act aggressively towards the males in an attempt to drive them off.
Sources: en.wikipedia.org
System suitability is a set of checks performed before and during a run to confirm that the instrument, column, and method work as expected. Common checks include resolution, tailing factor, theoretical plates, and relative standard deviation of replicate injections. Failure triggers troubleshooting or method adjustment.
Validation demonstrates that a method produces reliable results for a defined purpose. It documents performance limits and acceptance criteria. Regulated industries require validation before routine testing of products or samples.
Retention time shifts can arise from changes in mobile phase composition, pH, temperature, column age, or flow rate. Contamination or worn seals may also alter pressure and delivery. Systematic checks of these factors help identify the cause.
HPLC testing separates and quantifies components in a liquid sample. It is used to check identity, purity, concentration, or stability. The technique works best for compounds that dissolve and are not easily vaporized.