This is a working overview of calibration curve, written for readers who want more than a one-paragraph summary but less than a textbook.
This page was last updated on 2025-11-20 and is reviewed periodically as new material appears.
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.
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.
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.
| Property | Value | Notes |
|---|---|---|
| Common abbreviation | HPLC | High-performance liquid chromatography |
| Separation basis | Differential partitioning | Between liquid mobile phase and solid stationary phase |
| Common mode | Reverse phase | Nonpolar column, polar mobile phase |
| Typical detector | UV-Vis absorbance | Widely used for compounds with chromophores |
| Typical column particle size | 2–5 µm | Smaller particles can improve resolution |
In quality control laboratories, HPLC testing supports batch release, raw material checks, stability studies, and impurity profiling. A validated method defines sample preparation, instrument settings, calibration, and acceptance criteria. Analysts compare results with specifications and investigate out-of-specification outcomes before a batch is approved. Documentation includes chromatograms, integration records, audit trails, and reagent details. Because results influence product decisions, laboratories follow formal quality systems and data integrity rules. The exact tests and limits depend on the material, its intended use, and the applicable regulatory framework.
Method validation examines whether an HPLC procedure is suitable for its intended purpose. Common parameters include accuracy, precision, specificity, linearity, range, detection limit, quantification limit, and robustness. Accuracy describes closeness to a true or accepted value, while precision describes agreement among repeated measurements. Specificity shows whether the method can measure the analyte without interference from related substances. Robustness tests small deliberate changes in flow, temperature, or solvent composition. Validation is not a one-time event; methods may need partial revalidation after changes to instruments, columns, sample handling, or specification limits. Regulatory guidance provides frameworks, but some details remain method-specific.
Regulatory and pharmacopeial texts shape how HPLC testing is performed and documented. The International Council for Harmonisation provides validation guidance, while pharmacopeias publish general chromatography chapters and monographs for specific materials. Accreditation standards such as ISO/IEC 17025 address laboratory competence and traceability. Inspectors may review instrument qualification, analyst training, reference material control, and electronic records. Open questions include how best to validate methods for new complex products and how to handle automated data processing. Laboratories generally resolve these issues through risk assessment, method lifecycle management, and documented scientific justification.
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.
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.
Detection in HPLC testing commonly relies on ultraviolet-visible absorbance, fluorescence, refractive index, or mass spectrometry. UV detection is widely used because many organic compounds absorb light, but it requires a chromophore. Mass spectrometry provides mass-based identification and high sensitivity for trace analytes. Each detector has trade-offs in selectivity, cost, and compatibility with mobile phases. Quantification typically uses calibration curves prepared from reference standards. Results are reported as concentration, purity, or presence above a limit.
HPLC testing separates dissolved compounds by passing a liquid sample through a column packed with stationary phase. A pump delivers mobile phase at controlled flow, and the sample components interact differently with stationary and mobile phases. Compounds that spend more time in mobile phase elute earlier; those retained by stationary phase elute later. Detectors record elution as peaks, and peak area or height relates to amount. This mechanism underpins quantitative analysis of mixtures.
Most routine HPLC testing uses reversed-phase columns, where the stationary phase is nonpolar and the mobile phase is a polar mixture such as water with an organic solvent. Analytes partition between the two phases according to polarity, size, and charge. Gradients that change solvent composition over time can separate compounds with broad retention ranges. Isocratic conditions keep solvent composition constant and suit simpler mixtures. The choice of column chemistry, pH, and temperature affects selectivity and peak shape.
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.
Various perceptions of the vagina have existed throughout history, including the belief it is the center of sexual desire, a metaphor for life via birth, inferior to the penis, unappealing to sight or smell, or vulgar. These views can largely be attributed to sex differences, and how they are interpreted. David Buss, an evolutionary psychologist, stated that because a penis is significantly larger than a clitoris and is readily visible while the vagina is not, and males urinate through the penis, boys are taught from childhood to touch their penises while girls are often taught that they should not touch their own genitalia, which implies that there is harm in doing so. Buss attributed this as the reason many women are not as familiar with their genitalia, and that researchers assume these sex differences explain why boys learn to masturbate before girls and do so more often. The word vagina is commonly avoided in conversation, and many people are confused about the vagina's anatomy and may be unaware that it is not used for urination. This is exacerbated by phrases such as "boys have a penis, girls have a vagina", which causes children to think that girls have one orifice in the pelvic area. Author Hilda Hutcherson stated, "Because many [women] have been conditioned since childhood through verbal and nonverbal cues to think of [their] genitals as ugly, smelly and unclean, [they] aren't able to fully enjoy intimate encounters" because of fear that their partner will dislike the sight, smell, or taste of their genitals.
1H + 16O → 13N + 4He In this endothermic reaction, the proton must be accelerated to have a total energy greater than 5.66 MeV. The presence of ethanol allows the formation of ammonia as nitrogen-13 is produced. Other routes of producing 13N-labelled ammonia exist, some of which facilitate co-generation of other light radionuclides for diagnostic imaging.
Pat Striker (パトストライカー, Pato Sutoraikā): Deka Red's personal six-wheeled, police car-themed Deka Machine that forms the head and torso of Dekaranger Robo. It is also equipped with a pair of Striker Arms (ストライカーアーム, Sutoraikā Āmu), which allows it to wield the Judgement Sword (ジャッジメントソード, Jajjimento Sōdo) in its Driving Sword (ドライビングソード, Doraibingu Sōdo) formation. Pat Gyrer (パトジャイラー, Pato Jairā): Deka Blue's personal autogyro-themed Deka Machine that forms the left leg of Dekaranger Robo. It is also equipped with the Gyro Vulcan (ジャイロバルカン, Jairo Barukan) Gatling guns, the Gyro Wapper (ジャイロワッパー, Jairo Wappā) handcuffs, and the Magnet Wire (マグネワイヤー, Magune Waiyā). PaTrailer (パトレーラー, Patorērā): Deka Green's personal armored semi-trailer truck-themed Deka Machine that forms the right leg of Dekaranger Robo. It also carries the Judgement Sword and the Signal Cannon (シグナルキャノン, Shigunaru Kyanon) into battle. Pat Armor (パトアーマー, Pato Āmā): Deka Yellow's personal armored car-themed Deka Machine that forms the right arm of Dekaranger Robo. It is also equipped with floodlights, which allow it to perform the Armor Attack (アーマーアタック, Āmā Atakku) and Light Flash (ライトフラッシュ, Raito Furasshu) attacks. Pat Signer (パトシグナー, Pato Shigunā): Deka Pink's personal buggy-themed Deka Machine that forms the left arm of Dekaranger Robo. It is also equipped with a large retractable signboard.
The character was introduced during the serial's 2019 season finale, which saw several characters held hostage at gunpoint in the local hospital. Kipa-Williams explained that Ari's boss sends him to the hospital after he sustains a cut to his arm while working on a construction site. Shortly after Ari arrives, armed men from the Ouroboros gang take everyone on that floor hostage. When the hostages are rounded up, Ari is forced to sit next to "a terrified" Marilyn Chambers (Emily Symons), who he instantly tries to help and reassure. Kipa-Williams told Rachel Lucas of What's on TV: "Ari comes from a past where he's not unfamiliar with bad guys. He's relatively calm, he's very aware and he's strategizing a way to get the hostages – or himself – out." Knowing that they need to gain "control of the situation", Ari teams up with Mason Morgan (Orpheus Pledger) and they devise an escape plan. Ari leads most of the hostages out of the building, while Mason tries to distract the gunmen, which results in his death when he is shot. Kipa-Williams likened the filming of the storyline to a feature film, saying "We spent quite a number of days in the hospital set and at the exterior of the hospital so my first few days filming were quite intense. It was a really nice welcome!" The actor was also grateful that he shared his first scenes with Symons. After the scenes aired, it was confirmed that Ari's family would soon be introduced and that they would be hiding some secrets. The Paratas later move in with Marilyn and her husband John Palmer (Shane Withington).
Sources: en.wikipedia.org
== External links == IUPHAR GPCR Database and Ion Channels Compendium Archived 2019-03-23 at the Wayback Machine Human plasma membrane receptome Archived 2019-09-15 at the Wayback Machine Cell+surface+receptors at the U.S. National Library of Medicine Medical Subject Headings (MeSH)
Announced on 8 May 2024, AlphaFold 3 was co-developed by Google DeepMind and Isomorphic Labs, both subsidiaries of Alphabet. AlphaFold 3 is not limited to proteins, as it can also predict the structures of protein complexes with DNA, RNA, post-translational modifications and selected ligands and ions. AlphaFold 3 introduces the "Pairformer," a deep learning architecture inspired by the transformer, which is considered similar to, but simpler than, the Evoformer used in AlphaFold 2. The Pairformer module's initial predictions are refined by a diffusion model. This model begins with a cloud of atoms and iteratively refines their positions, guided by the Pairformer's output, to generate a 3D representation of the molecular structure. The AlphaFold server was created to provide free access to AlphaFold 3 for non-commercial research. As of November 2025, the AlphaFold 3 research paper has been directly cited more than 9,000 times.
Some mutations of SNX8 have been related to certain types of cancer, specially to stomach and endometrial cancer. The bar plot on the right shows the proportion of tumor samples from 15 cancer types that have any kind of altering mutations in the given protein. Moreover, some studies seem to draw an important relationship between different type of cancers and SNX8 expression; although most of the patients with colorectal, stomach or testis cancer showed high levels of SNX8, almost any patient with prostate, endometrial or carcinoid cancer presented low or any concentrations of SNX8. The rationale behind this differential phenotype of SNX8 synthesis remains unclear.
Sources: en.wikipedia.org
There have been a few cases of exposure to americium, the worst case being that of Harold McCluskey, a chemical operations technician who at the age of 64 was exposed to 500 times the occupational standard for americium-241 as a result of an explosion in his lab. McCluskey died at the age of 75 of unrelated pre-existing disease.
Pramlintide (trade name Symlin) is an injectable amylin analogue drug for diabetes (both type 1 and 2), developed by Amylin Pharmaceuticals (now a wholly owned subsidiary of AstraZeneca). Pramlintide is sold as an acetate salt.
In January 2021, the United States designated the Houthis a terrorist organization, creating fears of an aid shortage in Yemen, but this stance was reversed a month later after Joe Biden became president. On 17 January 2022, Houthi missile and drone attacks on UAE industrial targets set fuel trucks on fire and killed three foreign workers. This was the first specific attack to which the Houthi admitted, and the first to result in deaths. A response led by Saudi Arabia included a 21 January air strike on a detention centre in Yemen, resulting in at least 70 deaths. Following the outbreak of the Gaza war, the Houthis began to fire missiles at Israel and to attack ships off Yemen's coast in the Red Sea, which they say is in solidarity with the Palestinians and aiming to facilitate entry of humanitarian aid into the Gaza Strip. On 31 October Houthi forces launched ballistic missiles at Israel, which were shot down by Israel's Arrow missile defense system. Israeli officials claimed that this was the first ever combat to occur in space. In order to end the attacks in the Red Sea, the Houthis demanded a ceasefire in Gaza and an end to Israel's blockade of the Gaza Strip. In January 2024, the United States and the United Kingdom conducted airstrikes against multiple Houthi targets in Yemen, and the United States designated the Houthi as a Specially Designated Global Terrorist (SDGT). In February 2026, the Houthis announced that they had resumed attacks on ships in response to the recent US and Israeli airstrikes on Iran.
Interestingly, this contact inhibition of locomotion among NC cells is coupled with chemical coattraction between NC cells, which allows the cells to keep in motion for efficient migration as well as to stay together, respectively, leading to collective migration. Cells are most often influenced by surrounding cells towards collective migration in development, such as polster cells which are the first to internalize at the start of gastrulation in zebrafish. Unlike neural crest cells, these cells don't exhibit contact inhibition of locomotion or coattraction, but instead migrate collectively due to E-cadherin interactions between leading cells and following cells. The following polster cells are polarized and migrate towards the animal pole of the embryo for unknown reasons, reaching their actin-rich protrusions towards the leading cells and inducing interactions between E-cadherin proteins located on following cell protrusion membranes and leading cell membranes. The interactions between E-cadherins create tension, which causes internal a-catenin (bridging extracellular E-cadherin with intracellular actin) to be stretched into an open configuration, leading to the recruitment of vinculin and eventually the orientation of actin towards the same direction of migration as the following cells. Without these E-cadherin interactions, leading cells will exhibit non-directional migration.
Sources: en.wikipedia.org
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.
Retention time is the interval between sample injection and the detector response for a given compound. It depends on the compound's interactions with the stationary and mobile phases under set conditions. Matching a retention time to a standard supports tentative identification but is not always unique.
HPLC alone can separate unknown compounds and provide retention times, but it often cannot identify them with certainty. Coupling HPLC to mass spectrometry gives mass information that improves identification. Confirmation usually requires comparison with reference standards or complementary techniques.
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.