Calibration curve 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.
Last reviewed on 2025-12-12. Where a claim depends on a specific study, the study is described rather than over-claimed.
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.
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.
| 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. |
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.
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.
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.
Urine Tears Perspiration Saliva Respiration Milk Faeces Bile Drugs are excreted from the kidney by glomerular filtration and by active tubular secretion following the same steps and mechanisms as the products of intermediate metabolism. Therefore, drugs that are filtered by the glomerulus are also subject to the process of passive tubular reabsorption. Glomerular filtration will only remove those drugs or metabolites that are not bound to proteins present in blood plasma (free fraction) and many other types of drugs (such as the organic acids) are actively secreted. In the proximal and distal convoluted tubules, non-ionised acids and weak bases are reabsorbed both actively and passively. Weak acids are excreted when the tubular fluid becomes too alkaline and this reduces passive reabsorption. The opposite occurs with weak bases. Poisoning treatments use this effect to increase elimination, by alkalizing the urine causing forced diuresis which promotes excretion of a weak acid, rather than it getting reabsorbed. As the acid is ionised, it cannot pass through the plasma membrane back into the blood stream and instead gets excreted with the urine. Acidifying the urine has the same effect for weakly basic drugs. On other occasions drugs combine with bile juices and enter the intestines. In the intestines the drug will join with the unabsorbed fraction of the administered dose and be eliminated with the faeces or it may undergo a new process of absorption to eventually be eliminated by the kidney.
Hirschey, Matthew D.; Shimazu, Tadahiro; Goetzman, Eric; Jing, Enxuan; Schwer, Bjoern; Lombard, David B.; Grueter, Carrie A.; Harris, Charles; Biddinger, Sudha (2010-03-04). "SIRT3 regulates mitochondrial fatty-acid oxidation by reversible enzyme deacetylation". Nature. 464 (7285): 121–125. Bibcode:2010Natur.464..121H. doi:10.1038/nature08778. ISSN 1476-4687. PMC 2841477. PMID 20203611.
According to Mathieu Boisvert, nidana 3-10 correlate with the five skandhas. Boisvert notes that while sañña, "perception", is not found in the twelvefold chain, it does play a role in the processes described by the chain, particularly between feeling and the arising of samskaras. Likewise, Waldron notes that the anusaya, "underlying tendencies, are the link between the cognitive processes of phassa ("contact") and vedana (feeling), and the afflictive responses of tanha ("craving") and upadana ("grasping").
== Conferences == In May 2010, the Foundation sponsored a conference on "Creatine in Health, Medicine and Sport", held at Downing College, Cambridge. This was followed by the first Macular Carotenoids Conference also held at Downing College in July 2011 which led to a book, Carotenoids and Retinal Disease. Further conferences on Macular Carotenoids at Downing College were held in 2013 and 2015. The BON (Brain and Ocular Nutrition) Conference is to be held 11–13 July 2018 again at Downing College, Cambridge.
Sources: en.wikipedia.org
Mycosporine-like amino acids (MAAs) are small secondary metabolites produced by organisms that live in environments with high volumes of sunlight, usually marine environments. The exact number of compounds within this class of natural products is yet to be determined, since they have only relatively recently been discovered and novel molecular species are constantly being discovered; however, to date their number is around 30. They are commonly described as "microbial sunscreens" although their function is believed not to be limited to sun protection. MAAs represent high potential in cosmetics, and biotechnological applications. Indeed, their UV-absorbing properties would allow to create products derived from natural photoprotectors, potentially harmless to the environment and efficient against UV damage.
== Hazards == Americium-241 has the same general hazards as other americium isotopes: it is both extremely toxic and radioactive. Though α-particles can be stopped by a sheet of paper, there are serious health concerns for ingestion of α-emitters. Americium and its isotopes are also very chemically toxic as well, in the form of heavy-metal toxicity. As little as 0.03 microcuries (1.1 kBq) is the maximum permissible body burden for 241Am. Americium-241 is an α-emitter with a weak γ-ray byproduct. Safely handling americium-241 requires knowing and following proper safety precautions, as without them it would be extremely dangerous. Its specific gamma dose constant is 3.14×10−1 mR/hr/mCi or 8.48×10−5 mSv/hr/MBq at 1 metre (3 ft 3 in). If consumed, americium-241 is excreted within a few days and only 0.05% is absorbed in the blood. From there, roughly 45% of it goes to the liver and 45% to the bones, and the remaining 10% is excreted. The uptake to the liver depends on the individual and increases with age. In the bones, americium is first deposited over cortical and trabecular surfaces and slowly redistributes over the bone with time. The biological half-life of 241Am is 50 years in the bones and 20 years in the liver, whereas in the gonads (testicles and ovaries) it remains permanently; in all these organs, americium promotes formation of cancer cells as a result of its radioactivity.
== History == It was created by Zealand Pharma A/S of Denmark; in 2003 Zealand licensed it to Sanofi which developed the drug. Lixisenatide was approved by the European Commission in February 2013. Sanofi submitted an NDA in the US, which was accepted for review by the US FDA in February 2013, but after discussions with the FDA about the cardiovascular safety data included in the package (starting in 2008, the FDA had required stronger CV safety data for new anti-diabetes drugs, following the controversy around the risks of Avandia) Sanofi decided to withdraw the NDA and wait for the results of a Phase III study that was scheduled to be completed in 2015. Because the drug was the first GLP-1 agonist that could be taken once a day, sales projections in 2013 were €500M per year by 2018. Sanofi resubmitted the application which the FDA accepted in September 2015, by which time Sanofi had lost the lead in the field of anti-diabetic drugs to Novo Nordisk. Lixisenatide received FDA approval in July 2016. In 2010, Zealand and Sanofi extended their license agreement to allow Sanofi to develop a combination therapy of lixisenatide with insulin glargine, which was Sanofi's best selling drug at the time, with sales of around €3 billion in 2009. Sanofi planned to start the Phase III trial that year. Sanofi submitted the NDA in December 2015, for the combination, called LixiLan and it was considered by the same Endocrinologic and Metabolic Drugs Advisory FDA Committee that was considering lixisenatide as a single agent.
Sources: en.wikipedia.org
Calcitriol exerts its effects primarily by binding to the vitamin D receptor (VDR), which leads to the upregulation of gene transcription. In the absence of calcitriol, the VDR is mainly located in the cytoplasm of cells. Calcitriol enters cells and binds to the VDR which forms a complex with its coreceptor RXR and the activated VDR/RXR complex is translocated into the nucleus. The VDR/RXR complex subsequently binds to vitamin D response elements (VDRE) which are specific DNA sequences adjacent to genes, numbers estimated as being in the thousands. The VDR/RXR/DNA complex recruits other proteins that transcribe the downstream gene into mRNA which in turn is translated into protein causing a change in cell function. In addition to calcitriol, other vitamin D metabolites may contribute to vitamin D's biological effects. For example, CYP11A1, an enzyme chiefly known for its role in steroidogenesis, has been found to hydroxylate vitamin D3 at several positions, including C-20, C-22, and C-23, without cleaving the side chain. The resulting metabolites, such as 20-hydroxyvitamin D3 and 20,23-dihydroxyvitamin D3, act as inverse agonists for RORα and RORγ2. This interaction leads to effects such as the downregulation of IL-17 signaling, which influences the immune system. Finally, some effects of vitamin D occur too rapidly to be explained by its influence on gene transcription. For example, calcitriol triggers rapid calcium uptake (within 1–10 minutes) in a variety of cells. These non-genomic actions may involve membrane-bound receptors like PDIA3.
==== Fiction that references Jung's theories ==== Hermann Hesse, author of works such as Siddhartha and Steppenwolf, was treated by Joseph Lang, a student of Jung. For Hesse this began a long preoccupation with psychoanalysis, through which he came to know Jung personally. The Canadian novelist Robertson Davies made Jungian analysis a central part of his 1970 novel The Manticore. He stated in a letter, "There have been other books which describe Freudian analyses, but I know of no other that describes a Jungian analysis" adding "I was deeply afraid that I would put my foot in it, for I have never undergone one of those barnacle-scraping experiences, and knew of it only through reading. So, I was greatly pleased when some of my Jungian friends in Zurich liked it very much." The psychological novel E.E. written by Olga Tokarczuk draws from Jung's doctoral dissertation On the Psychology and Pathology of So-Called Occult Phenomena. Jung is not a character in this story, but Jung's views on the occult are extensively cited.
Di Prisco G, Casola L, Giuditta A (1967). "Purification and properties of a soluble reduced nicotinamide-adenine dinucleotide (phosphate) dehydrogenase from the hepatopancreas of Octopus vulgaris". Biochem. J. 105 (2): 455–60. doi:10.1042/bj1050455. PMC 1198331. PMID 4171422. GIUDITTA A, STRECKER HJ (1961). "Purification and some properties of a brain diaphorase". Biochim. Biophys. Acta. 48: 10–9. doi:10.1016/0006-3002(61)90509-1. PMID 13705804. MAERKI F, MARTIUS C (1960). "[Vitamin K reductase, preparation and properties.]". Biochem. Z. 333: 111–35. PMID 13765127. Misaka E, Nakanishi K. "Studies on menadione reductase of bakers' yeast. I. Purification, crystallization and some properties". J. Biochem. Tokyo: 465–471. WOSILAIT WD (1960). "The reduction of vitamin K1 by an enzyme from dog liver". J. Biol. Chem. 235 (4): 1196–201. doi:10.1016/S0021-9258(18)69504-3. PMID 13846011. Sparla F, Tedeschi G, Trost P (1996). "NAD(P)H:(Quinone-Acceptor) Oxidoreductase of Tobacco Leaves Is a Flavin Mononucleotide-Containing Flavoenzyme". Plant Physiol. 112 (1): 249–258. doi:10.1104/pp.112.1.249. PMC 157943. PMID 12226388. Braun M, Bungert S, Friedrich T (1998). "Characterization of the overproduced NADH dehydrogenase fragment of the NADH:ubiquinone oxidoreductase (complex I) from Escherichia coli". Biochemistry. 37 (7): 1861–7. doi:10.1021/bi971176p. PMID 9485311. Jaiswal AK (2000). "Characterization and partial purification of microsomal NAD(P)H:quinone oxidoreductases". Arch. Biochem. Biophys. 375 (1): 62–8. doi:10.1006/abbi.1999.1650. PMID 10683249.
The mortality rate from variola minor is approximately 1%, while the mortality rate from variola major is approximately 30%. Ordinary type-confluent is fatal about 50–75% of the time, ordinary-type semi-confluent about 25–50% of the time, in cases where the rash is discrete the case-fatality rate is less than 10%. The overall fatality rate for children younger than 1 year of age is 40–50%. Hemorrhagic and flat types have the highest fatality rates. The fatality rate for flat or late hemorrhagic type smallpox is 90% or greater and nearly 100% is observed in cases of early hemorrhagic smallpox. The case-fatality rate for variola minor is 1% or less. There is no evidence of chronic or recurrent infection with variola virus. In cases of flat smallpox in vaccinated people, the condition was extremely rare but less lethal, with one case series showing a 67% death rate. In fatal cases of ordinary smallpox, death usually occurs between days 10–16 of the illness. The cause of death from smallpox is not clear, but the infection is now known to involve multiple organs. Circulating immune complexes, overwhelming viremia, or an uncontrolled immune response may be contributing factors. In early hemorrhagic smallpox, death occurs suddenly about six days after the fever develops. The cause of death in early hemorrhagic cases is commonly due to heart failure and pulmonary edema. In late hemorrhagic cases, high and sustained viremia, severe platelet loss and poor immune response were often cited as causes of death.
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 quantifies compounds in a liquid sample. Detectors produce a response proportional to the amount of a compound passing through the flow cell. Identification by retention time requires comparison with a known standard.