A practical reference on Method validation: what it is, how it behaves, what the literature reports, and where the honest uncertainties sit.
Reviewed 2026-07-13. Anything still debated is marked as such rather than presented as settled.
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.
High-performance liquid chromatography is an analytical technique that separates components of a liquid sample by passing it 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 interaction with the stationary phase cause analytes to migrate at different rates. Detectors record elution as peaks, and a data system converts signals into a chromatogram. The method is suited to compounds that dissolve in a liquid and are not volatile enough for gas chromatography.
Documentation and traceability are central to regulated HPLC testing. Records typically include instrument logs, column history, mobile-phase preparation, sample preparation, injection sequences, raw chromatograms, and audit trails. Electronic systems may require user access controls, time-stamped changes, and backup procedures. Training records show that analysts are qualified for assigned methods. Audits and inspections check whether written procedures match actual practice and whether deviations are documented. These controls support reproducibility and allow results to be reconstructed if questions arise later.
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.
| Property | Value | Notes |
|---|---|---|
| Separation mode | Reversed-phase | Most common for neutral and moderately polar analytes |
| Column particle size | 3–5 µm | Smaller particles improve resolution but raise backpressure |
| Mobile phase pH range | 2–8 | Silica-based columns may degrade outside this range |
| Typical flow rate | 1.0–2.0 mL/min | For analytical columns with 4.6 mm internal diameter |
| Common synonyms | HPLC, LC, high-pressure liquid chromatography | High-performance liquid chromatography is the standard expansion |
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.
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.
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.
From the earliest crewed space flights to the first moon landing and the construction of the International Space Station (ISS), radiation protection has been a major concern. Spacesuits used for extravehicular activities are coated on the outside with aluminum, which largely protects against cosmic radiation. The largest international research project to determine the effective dose or effective dose equivalent was the Matryoshka experiment in 2010, named after the Russian Matryoshka dolls, because it uses a human-sized phantom that can be cut into slices. As part of Matroshka, an anthropomorphic phantom was exposed to the outside of the space station for the first time to simulate an astronaut performing an extravehicular activity (spacewalk) and determine their exposure to radiation.Microelectronics on satellites must also be protected from radiation.
== ACTH receptors outside the adrenal gland == As indicated above, ACTH is a cleavage product of the pro-hormone, proopiomelanocortin (POMC), which also produces other hormones including α-MSH that stimulates the production of melanin. A family of related receptors mediates the actions of these hormones, the MCR, or melanocortin receptor family. These are mainly not associated with the pituitary-adrenal axis. MC2R is the ACTH receptor. While it has a crucial function in regulating the adrenal glands, it is also expressed elsewhere in the body, specifically in the osteoblast, which is responsible for making new bone, a continual and highly regulated process in the bodies of air-breathing vertebrates. The functional expression of MC2R on the osteoblast was discovered by Isales et alia in 2005. Since that time, it has been demonstrated that the response of bone forming cells to ACTH includes production of VEGF, as it does in the adrenal. This response might be important in maintaining osteoblast survival under some conditions. If this is physiologically important, it probably functions in conditions with short-period or intermittent ACTH signaling, since with continual exposure of osteoblasts to ACTH, the effect was lost in a few hours.
=== Gastrointestinal tract === In the gastrointestinal tract, KOR is expressed on myenteric and submucosal plexus neurons, where they modulate intestinal motility and secretion. Both KOR and MOR mRNAs are expressed in all investigated gastrointestinal regions in one study, with the stomach and proximal colon displaying the highest expression levels, and the duodenum exhibiting the lowest. KOR in the proximal colon represented 40% of the amount found in the brain. A higher number of neurons expressing KOR-like immunoreactivity are visualized in the myenteric plexus with a smaller number in the submucosal plexus, unlike the distribution pattern of MORs.
Hydrocodone/ibuprofen, sold under the brand name Vicoprofen among others, is a fixed-dose combination analgesic medication used in short-term therapy to relieve severe pain. Hydrocodone/ibuprofen contains hydrocodone bitartrate, an opioid analgesic agent; and ibuprofen, a nonsteroidal anti-inflammatory agent.
In a $3.3 million project funded through Genome Canada's Genomic Applications Partnership Program, Borchers and Gerald Batist developed an automated iMALDI assay quantifying the protein kinases Akt1 and Akt2, with AstraZeneca as the industry partner.
Sources: en.wikipedia.org
==== Necessary and sufficient conditions ==== Ajahn Brahm has argued that the Buddhist doctrine of conditionality includes two main elements of the logical concepts of conditionality: necessity and sufficiency. According to Brahm, "when this is, that is; from the arising of this, that arises." refers to a "sufficient condition" while "when this is not, that is not; from the ceasing of this, that ceases" refers to a "necessary condition". Like Brahm, Bodhi also argues that there are two main characterizations of conditionality in the early sources. One is positive, indicating "a contributory influence passing from the condition to the dependent state," while the other is negative, indicating "the impossibility of the dependent state appearing in the absence of its condition." He compares these two with the first and second phrases of the general principle definition respectively. Regarding the second, positive characterization, other early sources also state that a condition "originates (samudaya) the dependent state, provides it with a source (nidāna), generates it (jātika), gives it being (pabhava), nourishes it (āhāra), acts as its foundation (upanisā), causes it to surge (upayāpeti)" (see: SN 12.11, 23, 27, 66, 69). However, according to Harvey and Brahm, while the 12 nidanas are necessary conditions for each other, not all of them are necessary and sufficient conditions (some are, some are not). As Harvey notes, if this was the case, "when a buddha or arahat experienced feeling they would inevitably experience craving" (but they do not).
ImmTACs exert their activity through T cell redirection, a mechanism of action used by several other bi-specific biologics such as the Bi-specific T-cell engagers (BiTEs). After administration of the drug the picomolar affinity TCR portion of the ImmTAC binds to the cancerous or virally infected cell through specific recognition of target HLA-peptide complexes on their cell surface. This picomolar affinity binding results in the diseased cells becoming coated in CD3 co-receptor specific scFv antibody fragments that constitute the ImmTAC effector function. Any Cytotoxic T cell that subsequently comes into direct physical contact with the ImmTAC coated diseased cell is redirected to kill it, regardless of the specificity of its native TCR. This redirected killing does not require binding of any co-stimulatory molecules and is effected through the targeted release of perforin and granzyme from the redirected T cell that induces the targeted disease cell to die through an apoptosis mediated mechanism. However, the danger of activating a wide variety of nonspecific cytotoxic T cell clones via anti-CD3 scFv exists, leading to their proliferation and widespread autoimmunity.
Opportunistic pathogens can cause an infectious disease in a host with depressed resistance (immunodeficiency) or if they have unusual access to the inside of the body (for example, via trauma). Opportunistic infection may be caused by microbes ordinarily in contact with the host, such as pathogenic bacteria or fungi in the gastrointestinal or the upper respiratory tract, and they may also result from (otherwise innocuous) microbes acquired from other hosts (as in Clostridioides difficile colitis) or from the environment as a result of traumatic introduction (as in surgical wound infections or compound fractures). An opportunistic disease requires impairment of host defenses, which may occur as a result of genetic defects (such as chronic granulomatous disease), exposure to antimicrobial drugs or immunosuppressive chemicals (as might occur following poisoning or cancer chemotherapy), exposure to ionizing radiation, or as a result of an infectious disease with immunosuppressive activity (such as with measles, malaria or HIV disease). Primary pathogens may also cause more severe disease in a host with depressed resistance than would normally occur in an immunosufficient host.
=== The American Revolution === After his disenchantment with socialism, Hitchens increasingly emphasized the centrality of the American Revolution and the U.S. Constitution to his political philosophy. As early as 2002, Hitchens wrote, "as the third millennium gets under way, and as the Russian and Chinese and Cuban revolutions drop below the horizon, it is possible to argue that the American revolution, with its promise of cosmopolitan democracy, is the only 'model' revolution that humanity has left to it". His enthusiasm for the U.S. Bill of Rights contrasts with a dim opinion of constitutional politics on the other side of the Atlantic. Hitchens notes, "the utter failure [of the EU] to compose a viable constitution" and the "brevity of the British constitution, perhaps because the motherland of the English-speaking peoples has absent-mindedly failed to evolve one in written form".
== Professional activities == After earning a Ph.D. degree in biochemistry, a medical degree, and completing a research postdoctoral fellowship at the University of Wisconsin–Madison, Holick completed a residency in medicine at the Massachusetts General Hospital in Boston. He has been practicing adult and pediatric endocrinology since 1978 and is professor of medicine, physiology and biophysics and director of the Bone Health Care Clinic and the Heliotherapy, Light, and Skin Research Center at Boston University Medical Center. It provides extensive evaluation and treatment programs for children and adults with various metabolic bone diseases including osteoporosis, osteomalacia, stress fractures in young athletic women and men, and minimum trauma and nontraumatic fractures in infants, children and adults with hypermobility syndromes, osteogenesis imperfecta, and Ehlers–Danlos syndrome. He has been director of the General Clinical Research Unit at Boston University for several years. Holick serves as chair of NASA's "Human Health Countermeasures Element" Standing Review Panel, chair of the Endocrine Practice Guidelines Committee for Vitamin D, and editor-in-chief of the medical journal Clinical Laboratory.
Sources: en.wikipedia.org
=== Development discontinued === AV-608 (CGP-60829; NK-608; NKP-608C; NKP608) – neurokinin NK1 receptor antagonist Cycloserine (D-cycloserine; TIK-101; TIK101) — NMDA receptor partial agonist Tradipitant (LY-686017; VLY-686) – neurokinin NK1 receptor antagonist Verucerfont (GSK-561679; NBI-77860) – corticotropin-releasing hormone receptor 1 (CRF1) antagonist
Carbohydrate antigens on the surface of cells can be used as targets for immunotherapy. GD2 is a ganglioside found on the surface of many types of cancer cell including neuroblastoma, retinoblastoma, melanoma, small cell lung cancer, brain tumors, osteosarcoma, rhabdomyosarcoma, Ewing's sarcoma, liposarcoma, fibrosarcoma, leiomyosarcoma and other soft tissue sarcomas. It is not usually expressed on the surface of normal tissues, making it a good target for immunotherapy. As of 2014, clinical trials were underway.
=== Rings === Ringworld-like megastructures exist in the Culture universe; the texts refer to them simply as "Rings" (with a capital R). As opposed to the smaller orbitals which revolve around a star, these structures are massive and completely encircle a star. Banks does not describe these habitats in detail, but records one as having been destroyed (along with three Spheres) in the Idiran-Culture war. In Matter, the Morthanveld people possesses ringworld-like structures made of innumerable various-sized tubes. Those structures, like Niven's Ringworld, encircle a star and are about the same size.
=== Female === For females, parts of the vulva, especially the clitoris, as well as the perineum and anus, are erogenous zones. While the vagina as a whole is not especially sensitive, its lower third (the area close to the entrance), called "the anterior wall" or "the outer one-third" of the vagina contains the majority of the vaginal nerve endings, making it more sensitive to touch than the inner two-thirds of the vaginal barrel. It has concentrations of the nerve endings that can provide pleasurable sensations during sexual activity when stimulated. Within the anterior wall of the vagina, there is a patch of ribbed rough tissue which has a texture that is sometimes described as similar to the palate (the roof of a mouth) or a raspberry, and may feel spongy when a woman is sexually aroused. This is the urethral sponge, which may also be the location of an area that some women report is an erogenous zone; this is sometimes called the G-spot. When stimulated, it may lead to sexual arousal, an orgasm, or female ejaculation. The existence of the G-spot and whether or not it is a distinct structure is debated among researchers, as reports of its location vary from woman to woman, it appears to be nonexistent in some women, and scientists commonly believe that it is an extension of the clitoris.
=== Television === The Canadian television series Cold Squad (1998–2005), the British television series Waking the Dead (2000–2011) and the American television series Cold Case (2003–2010) all follow groups of fictional homicide detectives who investigate cold cases. They are set in Vancouver, London and Philadelphia, respectively. Cold Case Files (1999–2006) is a documentary-style television series recounting actual solved cold cases. New Tricks is a BBC series revolving around retired CID officers acting as consultants to serving officers and investigating unsolved cold cases. Unforgotten is a ITV, DCI Cassie Stuart (Nicola Walker) and DI Sunny Khan (Sanjeev Bhaskar), as they solve cold cases of disappearance and murder.
Sources: en.wikipedia.org
HPLC testing separates and quantifies components in a liquid sample. It is used to check identity, purity, concentration, or stability. The technique works best for compounds that dissolve and are not easily vaporized.
The pump maintains a steady flow rate and pressure, which keeps retention times reproducible. Pulsation or flow errors can shift peaks and distort quantitation. Modern pumps use feedback control to reduce these variations.
HPLC alone usually separates compounds but does not always identify them. Retention time matching with a known standard provides tentative identification. Coupling HPLC to mass spectrometry adds mass information that supports structural identification.
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.