This is a working overview of Calibration curve, written for readers who want more than a one-paragraph summary but less than a textbook.
Reviewed 2026-05-12. Anything still debated is marked as such rather than presented as settled.
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.
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.
After a drug-addled Kendall suffers a car accident that results in the death of a caterer from the wedding, Logan covers up Kendall's involvement and uses the crime as leverage to force him to back down from the takeover. A traumatized Kendall becomes fiercely loyal to Logan, who uses his subservient son to help him combat the takeover bid.
== Cause == The cause of lipedema is still unknown. There are various hypotheses about its pathophysiology, including altered adipogenesis, microangiopathy, and damage to the lymphatic system disturbing its microcirculation. Lipedema has been described in familial clusters, suggesting a genetic component. It often appears around times of hormonal change such as puberty, pregnancy, and menopause, suggesting a potential hormonal component. Having obesity does not cause lipedema, but more than half of people with the condition have a BMI higher than 35.
The carrier attributed its decision to limited local demand and the inefficiency of 50-seat regional jets. The southern portion of Concourse A with its gates for CRJs was closed. Another factor was the proximity of Memphis to Atlanta.
The thermodynamical water activity is thus equal to the relative humidity (RH), and the chemical activity of pure water is equal to one: aw = 1.0. When the atmosphere above a substance, or a solution, is undersaturated in water vapor (p < p*), its water activity is lower than one. Water activity in solutions is directly related to osmotic pressure, although the exact relationship is complex and still the subject of study.
=== Hyperinsulinemic euglycemic clamp === The gold standard for investigating and quantifying insulin resistance is the "hyperinsulinemic euglycemic clamp," so-called because it measures the amount of glucose necessary to compensate for an increased insulin level without causing hypoglycemia. It is a type of glucose clamp technique. The test is rarely performed in clinical care, but is used in medical research, for example, to assess the effects of different medications. The rate of glucose infusion commonly is referred to in diabetes literature as the GINF value. The procedure takes about two hours. Through a peripheral vein, insulin is infused at 10–120 mU per m2 per minute. In order to compensate for the insulin infusion, glucose 20% is infused to maintain blood sugar levels between 5 and 5.5 mmol/L. The rate of glucose infusion is determined by checking the blood sugar levels every five to ten minutes. The insulin sensitivity is determined by the rate of glucose infusion during the last thirty minutes of the test. If high levels (7.5 mg/min or higher) are needed, the patient is considered insulin-sensitive. Conversely, very low levels (4.0 mg/min or lower) indicate insulin resistance. Levels falling between 4.0 and 7.5 mg/min are not conclusive and suggest "impaired glucose tolerance," which is an early indication of insulin resistance. This fundamental technique can be greatly enhanced through the utilization of glucose tracers. Glucose can be labeled with either stable or radioactive atoms.
Sources: en.wikipedia.org
== Production and development == Mulligan Stew was developed in early 1971 by the USDA Extension Service, and filmed by the USDA Motion Picture Service (which for many years prior produced educational cinematic films and TV programs for public viewing). Mulligan Stew was developed based on plan and design proposals by Developmental Committees, Iowa State University Extension Service 4-H Nutrition Television Programs. The Expanded Food and Nutrition Education Program (EFNEP) provided a grant to produce the series. (4-H is the official youth outreach and development program of the land-grant universities' Cooperative Extension Services and USDA.) The target audience of the program was older elementary school students, fourth through sixth grade. Eleanor Wilson, the national 4-H TV coordinator at the time, was tapped to be the series' technical advisor. Wilson subcontracted with Iowa State University to develop an outline of educational concepts for the series. USDA Extension then hired Ira Klugerman to direct the series. Klugerman, who came from a background of children's television at WQED in Pittsburgh, Pennsylvania, came up with the title and general treatment for the series. V. "Buddy" Renfro was the credited producer. Production began on location in southeast Washington, DC in 1971 (the opening sequence was filmed at RFK Stadium). Other filming locations included major production partner Michigan State University's home base of Lansing, Michigan, and on location for one episode at Johnson Space Center in Houston.
=== Reference ranges === The European Food Safety Authority (EFSA) recommends a dietary allowance of 70 μg per day selenium intake for adults. In the US, the Dietary Reference Intake for adults is 55 μg/day. In the UK it is 75 μg/day for adult males and 60 μg/day for adult females. The 55 μg/day recommendation is based on the full expression of plasma glutathione peroxidase. Selenoprotein P is a better indicator of selenium nutritional status, and full expression of it would require more than 66 μg/day.
Type 1: Separate hard lumps, like nuts (difficult to pass) Type 2: Sausage-shaped, but lumpy Type 3: Like a sausage but with cracks on its surface Type 4: Like a sausage or snake, smooth and soft (average stool) Type 5: Soft blobs with clear cut edges Type 6: Fluffy pieces with ragged edges, a mushy stool (diarrhoea) Type 7: Watery, no solid pieces, entirely liquid (diarrhoea) Types 1 and 2 indicate constipation, with 3 and 4 being the ideal stools as they are easy to defecate while not containing excess liquid, and 6 and 7 indicate diarrhoea. Some media describe type 4 as "ghost poop" or "perfect poop". In the initial study, in the population examined in this scale, the type 1 and 2 stools were more prevalent in females, while the type 5 and 6 stools were more prevalent in males; furthermore, 80% of subjects who reported rectal tenesmus (sensation of incomplete defecation) had type 7. These and other data have allowed the scale to be validated. The initial research did not include a pictorial chart with this being developed at a later point. The Bristol stool scale is also very sensitive to changes in intestinal transit time caused by medications, such as antidiarrhoeal loperamide, senna, or anthraquinone with laxative effect.
==== Allosteric regulator ==== Acetyl-CoA serves as an allosteric regulator of pyruvate dehydrogenase kinase (PDK). It regulates through the ratio of acetyl-CoA versus CoA. Increased concentration of acetyl-CoA activates PDK. Acetyl-CoA is also an allosteric activator of pyruvate carboxylase.
Sources: en.wikipedia.org
From Greek βίος (bíos) 'life', (from Proto-Indo-European root *gwei-, to live) and λογία (logia) 'study of'. The compound appears in the title of Volume 3 of Michael Christoph Hanow's Philosophiae naturalis sive physicae dogmaticae: Geologia, biologia, phytologia generalis et dendrologia, published in 1766. The term biology in its modern sense appears to have been introduced independently by Thomas Beddoes (in 1799), Karl Friedrich Burdach (in 1800), Gottfried Reinhold Treviranus (Biologie oder Philosophie der lebenden Natur, 1802) and Jean-Baptiste Lamarck (Hydrogéologie, 1802).
The NAD⁺-II riboswitch was first described as the pnuC RNA motif, discovered via computational searches for long GC-rich intergenic regions in bacterial genomes. The original consensus model consists of two base-paired stems (P1 and P1a) separated by a conserved internal loop, with a three-nucleotide segment predicted to form a pseudoknot by base-pairing with a portion of the Shine-Dalgarno sequence of the adjacent open reading frame. Its structure was subsequently confirmed by X-ray crystallography. In contrast to the NAD⁺-I class, NAD⁺-II riboswitches specifically and robustly recognize the oxidized form of the nicotinamide moiety either as part of NMN, NR, or intact NAD⁺. The original examples were found exclusively in the genus Streptococcus, where these riboswitches regulate pnuC genes encoding an NR/NMN transporter. In contrast to the NAD⁺-I class, NAD⁺-II riboswitches specifically and robustly recognize the oxidized form of the nicotinamide moiety either as part of NMN, NR, or intact NAD⁺. The original 43 examples were found exclusively in the genus Streptococcus, where these riboswitches regulate pnuC genes encoding an NR/NMN transporter.
Beauvericin is a depsipeptide with antibiotic and insecticidal effects belonging to the enniatin family. It was isolated from the fungus Beauveria bassiana, but is also produced by several other fungi, including several Fusarium species; it may therefore occur in grain (such as corn, wheat and barley) contaminated with these fungi. Beauvericin is active against Gram-positive bacteria and mycobacteria, and is also capable of inducing programmed cell death in mammals. Chemically, beauvericin is a cyclic hexadepsipeptide with alternating N-methyl-phenylalanyl and D-hydroxy-iso-valeryl residues. Its ion-complexing capability allows beauvericin to transport alkaline earth metal and alkali metal ions across cell membranes. Beauvericin has in vitro fungicidal effects on Candida parapsilosis when used in combination with the antifungal drug ketoconazole at dosages of 0.1 μg/ml. Increased survivability rates and low cytotoxicity were also observed in mouse models.
17. Adv Gerontol. 2014;27(3):399-406. [Peptides and CCL11 and HMGB1 as molecular markers of aging: literature review and own data]. [Article in Russian] Khavinson VKh, Kuznik BI, Tarnovskaia SI, Lin'kova NS. Cytokines CCL11 (eotaxin) and HMGB1 (alarmin1) are molecular markers of ageing and neurological, cardiovascular and immune diseases. Created in St. Petersburg Institute of Bioregulation and Gerontology short peptides are known to regulate gene expression and protein synthesis. They promote the mortality decrease and slowdown the development of pathology in the elderly. The article presents the proposed role of dipeptide vilon (Lys-Glu) and tetrapeptide epitalon (Ala-Glu-Asp-Gly) in CCL11 and HMGB1 genes regulation as activators of their expression. Geroprotective action of vilon and epitalon probably realizes in suppression of these genes.
==== Lead replacement ==== The density difference between lead (11.32 g/cm3) and bismuth (9.78 g/cm3) is small enough that for many ballistics and weighting applications, bismuth can substitute for lead. For example, it can replace lead as a dense material in fishing sinkers. It has been used as a replacement for lead in shot, bullets, and less lethal riot gun ammunition. The Netherlands, Denmark, England, Wales, the United States, and many other countries now prohibit the use of lead shot for the hunting of wetland birds, as many birds are prone to lead poisoning owing to mistaken ingestion of lead (instead of small stones and grit) to aid digestion, or even prohibit the use of lead for all hunting, such as in the Netherlands. Bismuth-tin alloy shot is one alternative that provides similar ballistic performance to lead. Bismuth, as a dense element of high atomic weight, is used in bismuth-impregnated latex shields to shield from X-rays in medical examinations, such as CTs, mostly as it is considered nontoxic. The European Union's Restriction of Hazardous Substances Directive for reduction of lead has broadened bismuth's use in electronics as a component of low-melting-point solders, as a replacement for traditional tin-lead solders. Its low toxicity is especially important for solders to be used in food-processing equipment and copper water pipes, although it can also be used in other applications, including those in the automobile industry, in the European Union, for example.
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.