A practical reference on HPLC: what it is, how it behaves, what the literature reports, and where the honest uncertainties sit.
This page was last updated on 2026-01-30 and is reviewed periodically as new material appears.
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.
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.
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.
| Property | Value | Notes |
|---|---|---|
| Accuracy | Recovery near 100% | Depends on acceptance criteria and matrix |
| Precision | Relative standard deviation | Often at or below 2% for replicate injections |
| Limit of detection | Signal-to-noise ratio 3:1 | Approximate and method-specific |
| Limit of quantitation | Signal-to-noise ratio 10:1 | Confirmed by precision and accuracy |
| Resolution | 1.5 or greater | Typical system suitability target |
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.
=== Role of metabolism in cancer === The role of PI-3-kinase in anabolic signaling by insulin, IGF-1, and other growth factors makes a straightforward link between metabolism and cancer, especially in light of the discovery that the PIK3CA gene encoding PI-3-kinase is an oncogene. In recent years Cantley and colleagues have made additional links between metabolic regulation and oncogenic transformation with their discovery that the M2 isoform of pyruvate kinase is associated with cancer. This discovery provides a molecular basis for understanding the Warburg effect. Cantley is now a major player in the resurgence of the importance of the Warburg effect in the process of oncogenesis.
The thyroid, or thyroid gland, is an endocrine gland in vertebrates. In humans, it is a butterfly-shaped or H-shaped gland located in the neck below the Adam's apple. It consists of two connected lobes. The lower two thirds of the lobes are connected by a thin band of tissue called the isthmus (pl.: isthmi). Microscopically, the functional unit of the thyroid gland is the spherical thyroid follicle, lined with follicular cells (thyrocytes), and occasional parafollicular cells that surround a lumen containing colloid. The thyroid gland secretes three hormones: the two thyroid hormones – triiodothyronine (T3) and thyroxine (T4) – and a peptide hormone, calcitonin. The thyroid hormones influence the metabolic rate and protein synthesis and growth and development in children. Calcitonin plays a role in calcium homeostasis. Secretion of the two thyroid hormones is regulated by thyroid-stimulating hormone (TSH), which is secreted from the anterior pituitary gland. TSH is regulated by thyrotropin-releasing hormone (TRH), which is produced by the hypothalamus. Thyroid disorders include hyperthyroidism, hypothyroidism, thyroid inflammation (thyroiditis), thyroid enlargement (goitre), thyroid nodules, and thyroid cancer. Hyperthyroidism is characterized by excessive secretion of thyroid hormones: the most common cause is the autoimmune disorder Graves' disease. Hypothyroidism is characterized by a deficient secretion of thyroid hormones: the most common cause is iodine deficiency.
Japan's porcelain industry was well-established at the start of the Meiji era, but the mass-produced wares were not known for their elegance. During this era, technical and artistic innovations turned porcelain into one of the most internationally successful Japanese decorative art forms. The career of porcelain artist Makuzu Kōzan is an archetype for the trajectory of Meiji art. He was passionate about preserving traditional influences but adopted new technologies from the West. He was an entrepreneur as well as an artist, organizing a workshop with many artisans and actively promoting his work at international exhibitions, travelling extensively in Europe. As his career went on, he adopted more Western influences on his decoration, while his works shaped Western perceptions of Japanese design. Underglaze blue painting on porcelain was well-established in Japan, and the Kozan workshop transformed this practice, combining multiple underglaze colors on a single item and introducing more subtle graduations of color. Satsuma ware was a name originally given to pottery from Satsuma province, elaborately decorated with gilt and enamel. These wares were highly praised in the West. Seen in the West as distinctively Japanese, this style actually owed a lot to imported pigments and Western influences and had been created with export in mind. Workshops in many cities raced to produce this style to satisfy demand from Europe and America, often producing quickly and cheaply.
Sources: en.wikipedia.org
The Mediterranean coast was well known to the Carthaginians. Their close relations with Phoenician-Punic settlements and shared cultural ties likely gave them considerable political and economic influence there from the 6th or 5th century BC, alongside the establishment of unequal treaties with Iberian city-states. After Carthage's defeat by Rome in the First Punic War, it sought new western territories, culminating in the Barcid conquest of the Iberian Peninsula in 237 BC. The Romans invaded the Iberian Peninsula in 218 BC and expelled the Carthaginians after the Battle of Ilipa in 206 BC. Within 200 years, mainland Portugal had been annexed by the Romans despite resistance from local tribes such as the Lusitanians under the leadership of Viriathus and other leaders. In 409, with the decline of the Western Roman Empire, the Iberian Peninsula was invaded by Germanic tribes. Western Iberia was integrated into the Suebian Kingdom, with its capital in or near Braga. The Visigoths defeated the Suebi in 585 and ruled the peninsula until the early 8th century. In 711, the Iberian Peninsula was invaded from the south by the Umayyad Caliphate, which expanded rapidly. By 716, present-day mainland Portugal was part of the Muslim Iberian territories known as al-Andalus.
James Marsh was the first to apply this new science to the art of forensics. He was called by the prosecution in a murder trial to give evidence as a chemist in 1832. The defendant, John Bodle, was accused of poisoning his grandfather with arsenic-laced coffee. Marsh performed the standard test by mixing a suspected sample with hydrogen sulfide and hydrochloric acid. While he was able to detect arsenic as yellow arsenic trisulfide, when it was shown to the jury it had deteriorated, allowing the suspect to be acquitted due to reasonable doubt. Annoyed by that, Marsh developed a much better test. He combined a sample containing arsenic with sulfuric acid and arsenic-free zinc, resulting in arsine gas. The gas was ignited, and it decomposed to pure metallic arsenic, which, when passed to a cold surface, would appear as a silvery-black deposit. So sensitive was the test, known formally as the Marsh test, that it could detect as little as one-fiftieth of a milligram of arsenic. He first described this test in The Edinburgh Philosophical Journal in 1836.
== Reception == Even prior to its publication people drew comparisons to The Hunger Games, Harry Potter or the Twilight series. Half Bad has also been compared to Nineteen Eighty-Four by George Orwell. It had already broken two Guinness World Records as the most translated book – and the most translated children's book – by a debut author before publication. A Publishers Weekly starred review states, "This grim and thrilling tale, first in a planned trilogy, features understated prose that lets readers' imaginations fill in the blanks, as well as a well-developed sense of Witch culture. Nathan, the damaged survivor of horrific abuse, is an unforgettable protagonist, and Green expertly captures his torment at being caught between the mutually hostile sides of his heritage." Kirkus Reviews states, "Green propels Nathan forward with the help of often underdeveloped secondary characters, who are overshadowed by the imaginary relationship Nathan builds with his father; it is this that keeps both Nathan and readers going." In a review for Tor.com, Kat Kennedy writes, "Sally Green's Half Bad is the perfect novel for inspiring one to despise all of humanity or fall onto the ground and weep pathetically. Needless to say, it is an excellent book." In a review for The Guardian, Philip Womack writes, "While there is nothing new here, Half Bad's combination of themes will no doubt be entirely attractive to a large section of readers.
Sources: en.wikipedia.org
Validation establishes suitability for a new method, while verification confirms that a method works in a specific laboratory. Verification is often used when a validated method is adopted with existing equipment and staff. Both rely on documented acceptance criteria.
Quantification usually compares detector response to a standard curve made from reference standards. The curve may be external, internal, or based on standard addition depending on matrix effects. Results are reported with units and, when required, uncertainty.
Carryover occurs when analyte from a previous injection remains in the system and appears in a later chromatogram. It can come from the injector, column, or tubing. Blank injections and needle washes help detect and reduce it.
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.