A practical reference on Method validation: what it is, how it behaves, what the literature reports, and where the honest uncertainties sit.
Reviewed 2026-06-02. Anything still debated is marked as such rather than presented as settled.
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.
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.
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.
| Property | Value | Notes |
|---|---|---|
| Primary guidance | ICH Q2(R2) | Analytical procedure validation |
| Compendial chapter | USP <621> | Chromatography general chapter |
| Validation parameter | Accuracy | Closeness to accepted true value |
| System suitability check | Peak resolution | Ensures separation between adjacent peaks |
| Data record | Audit trail | Supports data integrity and traceability |
Reversed-phase chromatography dominates modern HPLC testing, using a nonpolar stationary phase such as chemically bonded octadecyl groups and a polar mobile phase of water mixed with organic solvent. Analytes partition between the mobile and stationary phases according to hydrophobicity. Gradient elution changes the mobile phase composition over time to separate compounds with a wide range of retention. Isocratic elution keeps the composition constant and is simpler for routine assays. Column temperature, pH, and flow rate influence selectivity, peak shape, and retention time, so these parameters are controlled during a validated method.
Detection in HPLC testing commonly relies on ultraviolet-visible absorbance, fluorescence, refractive index, or mass spectrometry. A diode array detector records full spectra across a wavelength range, which helps identify co-eluting peaks. Mass spectrometry provides mass-to-charge ratios and can confirm molecular identity at low concentrations. The choice of detector depends on analyte structure, required sensitivity, and whether quantitation or identification is the goal. No single detector works for every compound, and method development often compares responses before selecting one.
HPLC testing is not a single fixed procedure; it is a family of separation modes. Reversed-phase, normal-phase, ion-exchange, size-exclusion, and affinity chromatography each suit different analyte properties. Reversed-phase methods dominate because they handle many neutral and moderately polar compounds. Detection can be optical, electrochemical, or mass spectrometric, and the detector dictates what information is available. Coupling with mass spectrometry increases selectivity and enables identification when standards are unavailable. The technique cannot separate every mixture without adjustment.
HPLC testing is an analytical technique used to separate, identify, and quantify components in a liquid sample. It relies on a pressurized mobile phase that carries the sample through a column packed with stationary phase. Different compounds travel at different rates because of interactions with the stationary and mobile phases. The resulting signal versus time is a chromatogram. Peak position indicates identity under specified conditions, while peak area or height relates to amount.
== Research == Armstrong's research focuses on diabetic foot care, wound healing, limb preservation, and the application of wearable health technologies to remote patient monitoring. He has produced more than 740 peer-reviewed research papers and over 120 books or book chapters. As of December 2024, his work has been cited over 80,000 times, with an h-index of 125. He is the leading researcher in the diabetic foot and wound healing as measured by h-index and impact by bibliometric studies and expertscape. Armstrong's key contributions to the field include the University of Texas Wound Classification System, the Instant Total Contact Cast, the Diabetic Foot Surgery Classification System, the Team Approach to Amputation Prevention and Comprehensive Diabetic Foot Assessment Guidelines, and the concept of "the diabetic foot in remission," an effort to maximize ulcer-free, hospital-free, and activity-rich days for patients. As director of C2SHiP, Armstrong leads research at the intersection of consumer electronics, wearable devices, and medical technology aimed at enabling remote patient monitoring and reducing hospitalization for people with chronic conditions.
Another suggests that StAR acts in conjunction with PBR, causing the movement of Cl− out of the mitochondria to facilitate contact site formation. However, evidence for an interaction between StAR and PBR remains elusive.
Live Science reported that lead author of the study Matteo Borrini from Liverpool John Moores University stated: "these cannot be real bloodstains from a person who was crucified and then put into a grave, but actually handmade by the artist that created the shroud." In 2025 a study was published in the journal Archaeometry, by Brazilian digital graphics expert and 3D designer Cicero Moraes. Moraes used software to model how clothing would move on a three-dimensional human body compared to a low-relief sculpture. In Moraes’s experiments, the image produced when a cloth is draped over a 3D human model appears misshapen and distorted. This is called the Agamemnon Mask effect, named after the Mycenaean gold funerary mask. Moraes also found that the imprint made from a low-relief sculpture closely matched the image on the Turin shroud. This supports his conclusion that the image on the shroud was an artistic creation, which Moraes interpreted as being a funerary object and a "masterwork of Christian art."
Let us imagine how many people would die if war breaks out. There are 2.7 billion people in the world, and a third could be lost. If it is a little higher it could be half ... I say that if the worst came to the worst and one-half dies, there will still be one-half left, but imperialism would be razed to the ground and the whole world would become socialist. After a few years there would be 2.7 billion people again.
=== Intellectual disability === Mutations in the CRBN gene are associated with autosomal recessive nonsyndromic intellectual disability, possibly as a result of dysregulation of calcium-activated potassium channels in the brain (see below) during development.
Sources: en.wikipedia.org
=== Extraction for treatment === Extracted growth hormone was used since the late 1950s until the late 1980s when its use was replaced by recombinant GH. In the late 1950s, Maurice Raben purified enough GH from human pituitary glands to successfully treat a GH-deficient boy. A few endocrinologists began to help parents of severely GH-deficient children to make arrangements with local pathologists to collect human pituitary glands after removal at autopsy. Parents would then contract with a biochemist to purify enough growth hormone to treat their child. Few families could manage such a complicated undertaking. In 1960, the National Pituitary Agency was formed as a branch of the U.S. National Institutes of Health. The purpose of this agency was to supervise the collection of human pituitary glands when autopsies were performed, arrange for large-scale extraction and purification of GH, and distribute it to a limited number of pediatric endocrinologists for treating GH-deficient children under research protocols. Canada, UK, Australia, New Zealand, France, Israel, and other countries establish similar government-sponsored agencies to collect pituitaries, purify GH, and distribute it for treatment of severely GH-deficient children. Supplies of this "cadaver growth hormone" were limited, and only the most severely deficient children were treated. From 1963 to 1985 about 7,700 children in the U.S. and 27,000 children worldwide were given GH extracted from human pituitary glands to treat severe GH deficiency.
Added in 1974, this stated that parents who did not provide medical treatment for a child for religious reasons would not be considered negligent. States were thereafter obliged to include exemptions or lose funding; the wording of the exemptions made clear that they referred to Christian Science. Largely as a result of lobbying by Children's Healthcare is a Legal Duty (active 1983–2017), the government eliminated the HEW regulation in 1983, but 39 states, as well as Guam and the District of Columbia, still had religious exemptions in their civil codes on child abuse and neglect as of February 2015. As of June 2019, the District of Columbia (Washington, D.C.) and 45 states granted religious exemptions, and 15 granted philosophical exemptions, from laws requiring vaccination. Three states (Arizona, Connecticut, and Washington) say that offering a child treatment from a Christian Science practitioner, "in lieu of medical care", is not regarded as neglect. The state of Washington religious exemption as of September 2019 reads: "It is the intent of the legislature that a person who, in good faith, is furnished Christian Science treatment by a duly accredited Christian Science practitioner in lieu of medical care is not considered deprived of medically necessary health care or abandoned." In 1985 128 people were infected with measles, and three died, at Principia College, a Christian Science school in Elsah, Illinois. In 1994, 190 people in six states were infected with measles traced to a child from a Christian Science family in Elsah.
==== Operation Sem Desconto ==== On 23 April 2025, the Federal Police (PF) and the Comptroller General of the Union (CGU) launched Operation Sem Desconto, to combat a criminal scheme that, since 2019, had been promoting the diversion of more than 6.3 billion reais from retirement and pension payments made by the National Institute of Social Security (INSS), by using entities constituted solely for the purpose of including payroll deductions directly in the payment of their benefits, without the beneficiary's authorization. The legal authorization for deduction of association dues directly from payments to retirees and pensioners has existed since 1991. According to the CGU and the Ministry of Justice and Public Security, class entities, such as associations and unions, formalized Technical Cooperation Agreements (ACT) with the INSS, which justified payroll deductions from the agency's beneficiaries. However, the authorization for the deductions was, in many cases, forged. In this way, the CGU began a series of investigations after identifying the surge in the collection of the entities and in the deducted amounts from 2023 onward. Among the reasons for the increase in deductions are the loosening of rules, motivated by lobbies in the National Congress, failures by the INSS in control and oversight, and political appointments to the agency.
== Function == CART is a neuropeptide that produces similar behavior in animals as cocaine and amphetamine, but conversely blocks the effects of cocaine when they are co-administered. The peptide is found in several areas, among them the ventral tegmental area (VTA) of the brain. When CART was injected into rat VTA, increased locomotor activity was seen, which is one of the signs of "central stimulation" caused by psychostimulants, such as cocaine and amphetamine. The same rats also tended to return to the place where they were injected. This is called conditioned place preference and is also seen after injection of cocaine. CART peptides, in particular, CART(55–102), seem to have an important function in the regulation of energy homeostasis and interact with several hypothalamic appetite circuits. CART expression is regulated by several peripheral peptide hormones involved in appetite regulation, including leptin, cholecystokinin and ghrelin, with CART and cholecystokinin having synergistic effects on appetite regulation. CART is released in response to repeated dopamine release in the nucleus accumbens, and may regulate the activity of neurons in this area. CART production is upregulated by CREB, a protein thought to be involved with the development of drug addiction, and CART may be an important therapeutic target in the treatment of stimulant abuse.
Sources: en.wikipedia.org
System suitability is a set of checks performed before and during an HPLC run to confirm that the instrument and method are working as expected. It may include retention time repeatability, resolution between peaks, peak symmetry, and signal intensity. Failing suitability criteria usually invalidates the run.
An HPLC method is typically validated before its routine use and revalidated in part when significant changes affect the method. Regulators do not set a universal calendar interval. The need for revalidation depends on the change, its risk, and the applicable guidance.
Validation establishes that a method is suitable for its intended purpose, often through a planned study. Verification confirms that a laboratory can reproduce a previously validated or compendial method under its own conditions. Verification is usually narrower than full validation.
Method validation is the documented process of showing that an HPLC procedure produces reliable results for a defined purpose. It examines parameters such as accuracy, precision, specificity, linearity, and robustness. Regulators and quality systems often require validation before routine use.