A practical reference on Calibration curve: what it is, how it behaves, what the literature reports, and where the honest uncertainties sit.
This page was last updated on 2025-08-31 and is reviewed periodically as new material appears.
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.
High-performance liquid chromatography testing separates components of a liquid sample by forcing a mobile phase through a packed column. The stationary phase inside the column interacts with analytes to different degrees, so each compound exits at a characteristic retention time. A pump delivers solvent at controlled flow and pressure, while an injector introduces a precise sample volume. Detectors such as ultraviolet-visible, fluorescence, refractive index, or mass spectrometric instruments record the separated bands. The resulting chromatogram provides qualitative and quantitative information about the mixture.
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.
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.
| Property | Value | Notes |
|---|---|---|
| Separation mode | Reversed-phase | Common for polar and moderately polar analytes |
| Typical column length | 100-250 mm | Shorter columns can reduce run time |
| Particle size | 3-5 micrometers | Smaller particles improve efficiency but raise pressure |
| Flow rate | 0.5-2.0 mL/min | Depends on column dimensions and pressure limits |
| Detection | UV-Vis absorbance | Widely used for compounds with chromophores |
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.
==== Dendrotoxins ==== Dendrotoxins inhibit neurotransmissions by blocking the exchange of positive and negative ions across the neuronal membrane lead to no nerve impulse, thereby paralyzing the nerves. Snake example: mambas
It is a sterile triploid form, which means that three homologous sets of chromosomes make up each specimen's genetic complement; C. sativus bears eight chromosomal bodies per set, making for 24 in total. Being sterile, the purple flowers of C. sativus fail to produce viable seeds; reproduction hinges on human assistance: clusters of corms, underground, bulb-like, starch-storing organs, must be dug up, divided, and replanted. A corm survives for one season, producing via vegetative division up to ten "cormlets" that can grow into new plants in the next season. The compact corms are small, brown globules that can measure as large as 5 cm (2 in) in diameter, have a flat base, and are shrouded in a dense mat of parallel fibres; this coat is referred to as the "corm tunic". Corms also bear vertical fibres, thin and net-like, that grow up to 5 cm (2 in) above the plant's neck. The plant sprouts 5–11 white and non-photosynthetic leaves known as cataphylls. These membrane-like structures cover and protect 5 to 11 true leaves as they bud and develop on the crocus flower. The latter are thin, straight, and blade-like green foliage leaves, which are 1–3 mm (1⁄32–1⁄8 in), in diameter, which either expand after the flowers have opened ("hysteranthous") or do so simultaneously with their blooming ("synanthous"). C. sativus cataphylls are suspected by some to manifest prior to blooming when the plant is irrigated relatively early in the growing season.
The high metabolic rates of birds during the active part of the day is supplemented by rest at other times. Sleeping birds often use a type of sleep known as vigilant sleep, where periods of rest are interspersed with quick eye-opening "peeks", allowing them to be sensitive to disturbances and enable rapid escape from threats. Swifts are believed to be able to sleep in flight and radar observations suggest that they orient themselves to face the wind in their roosting flight. It has been suggested that there may be certain kinds of sleep which are possible even when in flight. Some birds have also demonstrated the capacity to fall into slow-wave sleep one hemisphere of the brain at a time. The birds tend to exercise this ability depending upon its position relative to the outside of the flock. This may allow the eye opposite the sleeping hemisphere to remain vigilant for predators by viewing the outer margins of the flock. This adaptation is also known from marine mammals. Communal roosting is common because it lowers the loss of body heat and decreases the risks associated with predators. Roosting sites are often chosen with regard to thermoregulation and safety. Unusual mobile roost sites include large herbivores on the African savanna that are used by oxpeckers. Many sleeping birds bend their heads over their backs and tuck their bills in their back feathers, although others place their beaks among their breast feathers. Many birds rest on one leg, while some may pull up their legs into their feathers, especially in cold weather.
== Awards and honours == ECIS–Syensqo Award, European Colloid and Interface Society (2025) SPARC Professorship, Indian Institute of Technology Kharagpur (2025) Highly Cited Researcher, Clarivate (2023) Spark Award for the best invention of the year, ETH Zurich (2019) Fellow of the American Physical Society (2017) Biomacromolecules/Macromolecules Young Investigator Award, American Chemical Society (2013) John H. Dillon Medal, American Physical Society (2011) Young Scientist Research Award, American Oil Chemists’ Society (2011) Swiss National Science Foundation Professeur Boursier Award (2004) Mezzenga served as an executive, associate and guest editor for various journals including Food Biophysics, Food Hydrocolloids, Polymer International, Trends in Food Science, and has been a board member of the Swiss Chemical Society. for over 15 years.
=== Immigration === Pritzker supports Syrian refugees, and criticized the first Trump administration and Rauner for "turning a blind eye on them". He also supports enhancing funding for immigrant and refugee services, increasing health care options for undocumented immigrants, improving the U-Visa certification process for victims of violent crimes, and providing access to financial aid for undocumented students such as DACA recipients. He has said he would sign the "Illinois Trust Act", a pro-immigration bill. In January 2025, when asked about the mass deportation of illegal immigrants in the second presidency of Donald Trump, Pritzker spoke in favor of deporting convicted criminals who are undocumented, but criticized the targeting of "law-abiding residents" who are integrated into communities.
Sources: en.wikipedia.org
=== Operation Enduring Freedom, 2007–2008 === In January 2007, then Maj. Gen. David M. Rodriguez deployed the division headquarters to Bagram, Afghanistan, accompanied by 4th BCT and the Aviation Brigade, as Commander, Combined Joint Task Force-82 (CJTF-82)and Regional Command – East for Operation Enduring Freedom VIII. The 3d BCT, 10th Mountain Division (Light Infantry) was extended for 120 days to increase the troop strength against the Taliban spring offensive. Extended to 15-month deployment, 4th BCT, which included 1–508th Infantry Regiment, 2–508th Infantry Regiment, and 4–73rd Cavalry Regiment, 2–321st Field Artillery, and 782nd Brigade Support Battalion, was commanded by then Col. Martin P. Schweitzer and remained in Khowst Province from January 2007 until April 2008. The 2–508th IR worked to establish and maintain firebases in and around the Ghazni province while actively patrolling their operational area. The 1–508 PIR served in Regional Command-South. Working mostly out of Kandahar province as the theater tactical force, they mentored the Afghan National Security Force (ANSF), conducting combined operations with both ANSF and NATO partners in the Helmand province. Supporting the division were the 36th Engineer Brigade, and the 43d Area Support Group.
Qi is a polysemous word that traditional Chinese medicine distinguishes as being able to transform into many different qualities of qi (气; 氣; qì). In a general sense, qi is something that is defined by five "cardinal functions":
Alexios' concentration of power in the hands of his Komnenos dynasty meant the most serious political threats came from within the imperial family—before his coronation, John II had to overcome his mother Irene and his sister Anna, and the primary threat during his reign was his brother Isaac. John campaigned annually and extensively—he fought the Pechenegs in 1122, the Hungarians in the late 1120s, and the Seljuks throughout his reign, waging large campaigns in Syria in his final years—but he did not achieve large territorial gains. In 1138, John raised the imperial standard over the Crusader Principality of Antioch to intimidate the city into allying with the Byzantines, but did not attack, fearing that it would provoke western Christendom to respond. Manuel I used the considerable financial resources left by his father in pursuit of his ambitions, and also to secure the empire's position in an increasingly multilateral geopolitical landscape. Through a combination of diplomacy and subsidies, he cultivated a network of allies and client rulers around the empire: the Turks of the Sultanate of Rum, the Kingdom of Hungary, the Cilician Armenians, Balkan princes, Italian and Dalmatian cities, and most importantly Antioch and the Crusader States, marrying one of their princesses in 1161. Manuel managed the difficult passage of the Second Crusade through Byzantine territories in 1147, but the campaign's failure was blamed on the Byzantines by western contemporaries.
=== Arthropods === Venomous arthropods include spiders, which use fangs on their chelicerae to inject venom, and centipedes, which use forcipules — modified legs — to deliver venom, while scorpions and stinging insects inject venom with a sting. In bees and wasps, the stinger is a modified ovipositor (egg-laying device). In Polistes fuscatus, the female continuously releases a venom that contains a sex pheromone that induces copulatory behavior in males. In wasps such as Polistes exclamans, venom is used as an alarm pheromone, coordinating a response from the nest and attracting nearby wasps to attack the predator. In some species, such as Parischnogaster striatula, venom is applied all over the body as an antimicrobial protection. Many caterpillars have defensive venom glands associated with specialized bristles on the body called urticating hairs. These are usually merely irritating, but those of the Lonomia moth can be fatal to humans. Bees synthesize and employ an acidic venom (apitoxin) to defend their hives and food stores, whereas wasps use a chemically different venom to paralyse prey, so their prey remains alive to provision the food chambers of their young. The use of venom is much more widespread than just these examples; many other insects, such as true bugs and many ants, also produce venom. The ant species Polyrhachis dives uses venom topically for the sterilisation of pathogens.
Sources: en.wikipedia.org
It measures the amounts and identities of compounds in liquid samples by separation and detection. Depending on the detector and reference standards, results can be qualitative or quantitative. The technique is used in fields such as pharmaceutical analysis, food safety, and environmental monitoring.
Performance checks confirm that the chromatographic system works within preset limits before results are accepted. They examine factors such as peak resolution, tailing, and repeatability. If criteria fail, the run may need correction or repetition.
Retention time alone is not definitive proof because other compounds can elute at similar times. Confirmation usually uses a second method, a different column, or a detector such as mass spectrometry. Authentic standards strengthen identification.
HPLC testing measures the presence and amount of one or more compounds in a liquid sample. It separates mixture components and records detector responses as peaks, which are compared with reference standards. Results are usually reported as concentrations or relative percentages.