If you have been reading about calibration curve 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.
Last reviewed on 2025-09-26. Where a claim depends on a specific study, the study is described rather than over-claimed.
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.
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.
Quality control samples are inserted at intervals to monitor accuracy and precision throughout a batch. Blank samples detect contamination, while spiked samples assess recovery from the sample matrix. Calibration standards establish the relationship between detector response and concentration, and control samples are prepared independently from them whenever possible. Laboratories also participate in proficiency testing and maintain audit trails, instrument logs, and reagent records. Ongoing review of control charts can reveal trends before they cause out-of-specification results.
| 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. |
High-performance liquid chromatography, or HPLC, separates dissolved compounds by passing a liquid mobile phase through a packed column. Components distribute differently between the stationary phase and the moving liquid, so they travel at different speeds and exit at different times. A detector records these eluting bands as peaks, and peak area or height relates to amount. The technique supports testing in pharmaceuticals, foods, environmental samples, and industrial chemicals. Quantification usually depends on calibration with known standards.
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.
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.
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.
Documentation and traceability are central to regulated HPLC testing. Records typically include instrument logs, column history, mobile-phase preparation, sample preparation, injection sequences, raw chromatograms, and audit trails. Electronic systems may require user access controls, time-stamped changes, and backup procedures. Training records show that analysts are qualified for assigned methods. Audits and inspections check whether written procedures match actual practice and whether deviations are documented. These controls support reproducibility and allow results to be reconstructed if questions arise later.
Method validation establishes that an HPLC procedure is suitable for its intended purpose. Typical parameters include accuracy, precision, specificity, linearity, range, limit of detection, limit of quantitation, robustness, and solution stability. Accuracy reflects closeness to a reference value, while precision reflects agreement among repeated measurements. Specificity shows whether the method can measure the analyte without interference from matrix components. Validation is documented through protocols and reports, and the required extent depends on the method's use and regulatory context.
Routine quality control uses system suitability, blank injections, check standards, and control samples to detect drift or contamination. System suitability criteria may specify minimum resolution, maximum tailing factor, and a permitted range for repeated injections. Blank injections reveal carryover or solvent contamination, while check standards confirm calibration accuracy over a batch. Control samples with known analyte levels can show whether results remain within statistical limits. When a control result falls outside limits, the analyst investigates the cause and may invalidate affected results before repeating the batch.
General Secretary Gorbachev, if you seek peace, if you seek prosperity for the Soviet Union, Central and South-East Europe, if you seek liberalization, come here to this gate; Mr. Gorbachev, open this gate. Mr. Gorbachev, tear down this wall! While aging Eastern European communist elites clung to "normalization," Mikhail Gorbachev exposed the stagnation at the heart of the Soviet Union's Communist Party. Assuming the post of General Secretary, he sought to reorder Soviet priorities in response to deepening structural decay: an economy largely unreformed since Stalin, paralyzed by central planning, and incapable of integrating the technological transformations reshaping the West. The result was a widening gap in living standards, particularly when contrasted against Western Europe and the United States. Facing declining revenues due to falling oil prices and rising expenditures related to the arms race and the command economy, the Soviet Union was forced during the 1980s to take on significant amounts of debt from the Western banking sector. Environmental historian J. R. McNeill notes that the Soviet state's clumsy efforts to conceal the 1986 Chernobyl accident in Ukraine—itself partly a product of Cold War secrecy imperatives—mobilized public opinion against the authorities and catalyzed the broader environmental agitation that spread across the USSR in the era's final years, marking an early instance of civic activism operating openly under glasnost. The socio-political effects of the Chernobyl debacle simultaneously increased public support for Gorbachev's own reforms.
==== 24 Hour Jungle Ration (no longer available) ==== The 24 Hour Jungle ration is based on the standard 24 Hour ration with additional supplements and a Flameless Ration Heater (FRH). The Jungle ration is designed for use by the special forces and other specialist units. The 24 Hour Jungle Ration provides a minimum of 4500 kcals (18,840 kJ) a day.
It is commonly used in lieu of boric acid and can be used to help control and possibly eliminate bed bugs, house dust mite, cockroach, ant, and flea infestations. Diatomaceous earth is widely applied for insect control in grain storage. It is used to control cannibalistic behaviors in confused flour beetles, which infest flour storages. To be effective as an insecticide, diatomaceous earth must have a mean particle size below about 12 μm (i.e., food grade—see below); and it must be uncalcinated (i.e., it must not be heat-treated prior to application). Although considered to be relatively low-risk, pesticides containing diatomaceous earth are not exempt from regulation in the United States under the Federal Insecticide, Fungicide, and Rodenticide Act and must be registered with the Environmental Protection Agency.
=== Longevity === Giant tortoises are among the longest-lived vertebrate animals (over 100 years by some estimates) and have been used as a model for studying longevity. DNA analysis of the genomes of Lonesome George, the iconic last member of Chelonoidis abingdonii, and the Aldabra giant tortoise Aldabrachelys gigantea led to the detection of lineage-specific variants affecting DNA repair genes that might contribute to our understanding of increased lifespan.
Sources: en.wikipedia.org
=== Contestants === 1st - Renee Loranger, Pastry Chef from Waveland, Mississippi 2nd - Guillermo Salinas from Jackson, Mississippi 2nd - Adina Schaefer, Executive Pastry Chef from Los Angeles, California 4th - Megan Baker, Bakery Owner from Minneapolis, Minnesota 5th - Ashley Wong from Fremont, California 6th - Wes Dills from Austin, Texas 7th - Sherelle Morrison from Indian Land, South Carolina 8th - Jocelyn Jung, Bakery Owner from San Diego, California 9th - Anirudh Mamtora from Cherry Hill, New Jersey 9th - Nicole Proske from Miami, Florida 11th - Steven Sechoka from Boston, Massachusetts 12th - Paul Allicock from Miami, Florida
== Epidemiology == Diabulimia is most common in women, and in people between 15 and 30 years old. Around 40% of men with type 1 diabetes may have skipped insulin injection at least once, and around 20% of women. Some studies have found that up to 60% of people with type 1 diabetes deliberately restrict insulin at some point. Many articles and studies further conclude that diabetic females have, on average, higher body mass index (BMI) than their nondiabetic counterparts. Girls and young adult women with higher BMIs are also shown to be more likely to have disordered eating behavior (DEB). Many authoritative articles show that preteen and teenage girls with type 1 diabetes have significantly higher rates of eating disorders of all types than do girls without diabetes.
At the time, only poisons required a doctor's prescription, and self-treatment was a real possibility. Legislation was passed in the UK in 1947 to require a prescription for antibiotics. The United States followed in 1951. Elsewhere in the world, the export of Western pharmaceuticals diffused faster than Western medical knowledge and practices, and penicillin was often dispensed by practitioners of traditional medicine. As late as 1999, a study in the UK found that 39 per cent of respondents erroneously believed that antibiotics could cure colds and flu, and 12 per cent believed that they were the best treatment for them. The misplaced faith in antibiotics had serious consequences. It reduced the status of doctors to providers of pills. Many more people sought medical attention for ailments they would have ignored before, and they often demanded antibiotics. For their part, overworked doctors were increasingly willing to provide them even if not asked to do so. By 1942, some strains of Staphylococcus aureus had developed a strong resistance to penicillin and many strains were resistant by the 1960s. In 1946, bacteriologist Mary Barber began a study of penicillin resistance through natural selection at Hammersmith Hospital in London. She found that in 1946, seven out of eight bacterial infections were susceptible to penicillin, but two years later only three out of eight were. Nurses were exposed to both bacteria and penicillin and harboured and transmitted bacterial infections.
Sources: en.wikipedia.org
== Co-discovery of insulin == Best moved in 1915 to Toronto, Ontario, where he started studying towards a bachelor of arts degree at University College, University of Toronto. In 1918, he enlisted in the Canadian Army serving with the 2nd Canadian Tank Battalion. After the war, he completed his degree in physiology and biochemistry. As a 22-year-old medical student at the University of Toronto he worked as an assistant to the surgeon Dr. Frederick Banting and contributed to the discovery of the pancreatic hormone insulin, which led to an effective treatment for diabetes. In the spring of 1921, Banting travelled to Toronto to visit John Macleod, professor of physiology at the University of Toronto, and asked Macleod if he could use his laboratory to isolate pancreatic extracts from dogs. Macleod was initially sceptical, but eventually agreed before leaving on holiday for the summer. Before leaving for Scotland he supplied Banting with ten dogs for experiment and two medical students, Charles Best and Edward Clark Noble, as lab assistants. It was reported that Best and Noble flipped a coin to see who would assist Banting during the first period of four weeks. According to Best, however, this was the product of a journalist’s imagination, or "newspaper fiction". Nonetheless, Frederick Banting is known to have mentioned this story when discussing the discovery of insulin.
== Binding change mechanism == The binding change mechanism, proposed by Paul Boyer and John E. Walker, who were awarded the Nobel Prize in Chemistry in 1997, suggests that ATP synthesis is linked to a conformational change in ATP synthase. This change is triggered by the rotation of the gamma subunit. ATP synthesis can be achieved through several mechanisms. The first mechanism postulates that the free energy of the proton gradient is utilized to alter the conformation of polypeptide molecules in the ATP synthesis active centers. The second mechanism suggests that the change in the conformational state is also produced by the transformation of mechanical energy into chemical energy using biological mechanoemission, a process in which energy or particles (e.g., photons or ions) are emitted from a mitochondrion when it is mechanically stimulated.
4-Hydroxymandelate is subsequently oxidized by hydroxymandelate oxidase (Hmo) to 4-hydroxylbenzoylformate, using FMN as a cofactor. Finally, 4-hydroxyphenylglycine transaminase (HpgT) transfers an ammonia moiety from a donor to 4-hydroxylbenzoylformate to form HPG. Several different molecules can serve as the nitrogen donor for the transamination, however, Hubbard et al suspect L-tyrosine to serve as the most efficient donor. By doing so, the following cycle is constructed:
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.
Method validation is the documented process of showing that an HPLC procedure produces reliable results for a defined purpose. It examines parameters such as accuracy, precision, specificity, linearity, and robustness. Regulators and quality systems often require validation before routine use.