The short version of precision fits in a sentence. The long version — which is the one that helps — is below.
Reviewed 2026-05-12. 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.
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.
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.
| 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 |
Data handling and documentation are central to HPLC quality control. Electronic systems should have audit trails that record changes to methods, sequences, and results. Integration parameters, such as peak baseline and threshold, can affect reported areas and must be defined in advance. Out-of-specification results trigger a structured investigation that may include reanalysis, instrument checks, and review of sample preparation. Regulatory inspections often examine raw data, audit trails, and training records to verify that reported results are traceable and reliable.
Method validation establishes that an HPLC procedure is suitable for its intended use. Key parameters include accuracy, precision, specificity, linearity, range, limit of detection, limit of quantitation, and robustness. Accuracy measures agreement with a true or accepted value, while precision describes repeatability and intermediate precision. Specificity confirms that the method measures the analyte without interference from impurities, degradants, or excipients. Validation is documented in a protocol and report, and acceptance criteria are set before experiments begin. Regulatory guidance varies by region, but the general principles are widely harmonized.
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.
Quality control laboratories use HPLC to check identity, purity, concentration, and stability of raw materials and finished products. A validated method specifies the column, mobile phase, flow rate, detection wavelength, injection volume, and run time. Samples are prepared and compared against reference standards of known concentration. The resulting chromatogram provides quantitative data, such as assay values and impurity levels. This approach is common in pharmaceutical, food, environmental, and industrial testing where consistent measurements are required.
Method validation demonstrates that an analytical procedure is suitable for its intended purpose. Typical validation characteristics include accuracy, precision, specificity, linearity, range, limit of detection, limit of quantitation, and robustness. Regulatory guidance from bodies such as the International Council for Harmonisation and the United States Pharmacopeia outlines expectations, though specific criteria depend on the product and method. System suitability tests are run before sample analysis to confirm resolution, peak symmetry, column efficiency, and injection repeatability. Failure of these checks can invalidate a batch of measurements.
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.
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.
Hemichordates ("half chordates") have some features similar to those of chordates: branchial openings that open into the pharynx and look rather like gill slits; stomochords, similar in composition to notochords, but running in a circle round the "collar", which is ahead of the mouth; and a dorsal nerve cord—but also a smaller ventral nerve cord. There are two living groups of hemichordates. The solitary enteropneusts, commonly known as "acorn worms", have long proboscises and worm-like bodies with up to 200 branchial slits, are up to 2.5 metres (8.2 ft) long, and burrow though seafloor sediments. Pterobranchs are colonial animals, often less than 1 millimetre (0.039 in) long individually, whose dwellings are interconnected. Each filter feeds by means of a pair of branched tentacles, and has a short, shield-shaped proboscis. The extinct graptolites, colonial animals whose fossils look like tiny hacksaw blades, lived in tubes similar to those of pterobranchs.
=== Alternate versions === A number of alternate universes and alternate timelines in Marvel Comics publications allow writers to introduce variations on Wolverine, in which the character's origins, behavior, morality, or sexual orientation differ from the mainstream setting. For example, the Wolverine of the alternate future of Days of Future Past is a resistance fighter in a future where Sentinels rule North America. In the Age of Apocalypse story arc, Apocalypse dominates the earth, and Wolverine is missing a hand. In the Age of Apocalypse, Logan has the name Weapon X rather than Wolverine. In this reality, Logan still has his adamantium, but is missing a hand; he and Jean Grey are lovers. In the alternate reality of Ultimate Marvel, Wolverine is initially an agent of Magneto, and is significantly more aggressive and amoral. In X-Treme X-Men, Wolverine is the British Governor General of Canada; he and Hercules are lovers. In the future of Old Man Logan, Wolverine was tricked into killing the other X-Men and subsequently renounced violence. Old Man Logan, created by Millar in 2008, later featured in a miniseries written by Bendis that began in July 2015.
=== mRNA quantification === Levels of mRNA can be quantitatively measured by northern blotting, which provides size and sequence information about the mRNA molecules. A sample of RNA is separated on an agarose gel and hybridized to a radioactively labeled RNA probe that is complementary to the target sequence. The radiolabeled RNA is then detected by an autoradiograph. Because the use of radioactive reagents makes the procedure time-consuming and potentially dangerous, alternative labeling and detection methods, such as digoxigenin and biotin chemistries, have been developed. Perceived disadvantages of Northern blotting are that large quantities of RNA are required and that quantification may not be completely accurate, as it involves measuring band strength in an image of a gel. On the other hand, the additional mRNA size information from the Northern blot allows the discrimination of alternately spliced transcripts. Another approach for measuring mRNA abundance is RT-qPCR. In this technique, reverse transcription is followed by quantitative PCR. Reverse transcription first generates a DNA template from the mRNA; this single-stranded template is called cDNA. The cDNA template is then amplified in the quantitative step, during which the fluorescence emitted by labeled hybridization probes or intercalating dyes changes as the DNA amplification process progresses. With a carefully constructed standard curve, qPCR can produce an absolute measurement of the number of copies of original mRNA, typically in units of copies per nanolitre of homogenized tissue or copies per cell.
=== Secreted extracellular condensates === Secreted thyroglobulin colloid and colloid nodules of the thyroid gland Secreted casein 'micelles' of the mammary gland Serum albumin and globulins Secreted lysozyme
CAKKRNWCGK NEDCCCPMKC IYAWYNQQGS CQTTITGLFK KC Cysteine bridges exist between Cys1 and Cys15, Cys8 and Cys20, Cys14 and Cys31, and Cys16 and Cys42. The structure consists of a small triple-stranded beta-sheet stabilized by a disulfide knot, followed by a C-terminal extension comprising three classic or inverse y-turns. The disulfide knot is a ring consisting of two disulfide bonds (1-15 and 8-20) and the connecting backbone, through which a third disulfide bond (14–31) passes. The β-sheet, defined on the basis of inter-sheet hydrogen bonds, consists of residues 6-8 (strand I), 19-21 (strand II) and 29-32 (strand III), with a topology of +2x, —1. The two hydrogen bonds (one amide of which has a slowly exchanging amide proton) between strands I and III are distorted (NH to CO distance between 2.5 and 3.0 A). There are four hydrogen bonds between strands II and III (all of which have corresponding slowly exchanging amide protons), three being present in most of the structures and one in half of the structures. The structure contains a number of chain reversals. The first is not well defined and is either a type II β-turn (Lys3-Asn6) or a y-turn centered on Arg5. Chain reversal II is a y turn centered on Gly9. Chain reversal III is not well defined, being either a type I β-turn (Asnn-Cys14) or an inverse y-turn centered on Asn11. Chain reversal IV (Cys15-Met18) is not stabilized by a hydrogen bond but has a cis peptide bond between Cys16 and Pro17 and resembles a type Via turn.
Sources: en.wikipedia.org
== Chemistry == The substance is a cross-linked polymer of 2-fluoroacrylic acid with divinylbenzenes and 1,7-octadiene. It is used in form of its calcium salt (ratio 2:1) and with sorbitol (one molecule per two calcium ions or four fluoroacrylic acid units), a combination called patiromer sorbitex calcium.
Blue fluorescent protein (BFP) is the blue variant of green fluorescent protein (GFP). BFP has a very similar structure to GFP. In the BFP structure, two substitution mutations in the amino acid sequence change its fluorescence from green to blue. The first mutation occurs inside the chromophore of GFP at position 66 which changes a tyrosine to a histidine. The other mutation in BFP is on the tyrosine at position 145 which mutates to phenylalanine. The autocatalytic cyclization and oxidation of the serine, tyrosine, and glycine form the GFP chromophore. These three residues at positions 65-67 make up the green fluorescent chromophore. When the tyrosine in the chromophore is substituted by a histidine, it changes the folding structure of the protein and emission spectra. The T145F mutation is also added to increase the stability of the protein and well as intensify the fluorescence. These mutations are what change GFP to BFP.
== Plasma for analytical uses == In addition to the clinical uses of a variety of plasma proteins, plasma has many analytical uses. Plasma contains many biomarkers that can play a role in clinical diagnosis of diseases, and separation of plasma is a necessary step in the expansion of the human plasma proteome.
In March 2017, infighting within the CJNG showed when Oseguera ordered the murder of high-ranking CJNG member Carlos Enrique Sánchez, alias "El Cholo". The plot to murder Sánchez, who was targeted by Oseguera after murdering a CJNG financial operator nicknamed "El Colombiano", failed. Sánchez and CJNG co-founder Érick Valencia Salazar, alias "El 85", departed from the CJNG and formed a new cartel called Nueva Plaza Cartel. Upon its formation, Sánchez was made leader of the newly formed cartel. According to InSight Crime, the Nueva Plaza Cartel retaliated against the failed murder of Sánchez by murdering the person in charge of the CJNG's hit squad, nicknamed "El Kartón" or "El Marro", in August 2017. CJNG co-founder Emilio Alejandro Pulido Salazar, alias "El Tiburón", would defect to the Nueva Plaza Cartel as well. Valencia and Sánchez also began a war with their former cartel as well. In 2019, Valencia and Sánchez were still reported to leaders of the breakaway Nueva Plaza Cartel. They also were still waging war against the CJNG and had even formed an alliance with the Sinaloa Cartel. By 2019, Jorge Luis Mendoza Cárdenas, alias "La Garra", was listed by the U.S. Drug Enforcement Administration (DEA) as being in charge of the CJNG's trafficking operations to the United States and serves as the CJNG's liaison as well. In January 2020, senior CJNG hitwoman María Guadalupe López Esquive, alias "La Catrina" died following a shootout with police. López, also known as "Dame of Death", was suspected of being the CJNG leader in Mexico's Tierra Caliente region.
°C), which aligns well with modeled results of methane formation temperature and yield. However, some thermogenic methane samples have clumped-isotope temperatures that are unrealistically high. Possible explanations for exceedingly high clumped isotope temperatures include natural gas migration after formation, mixing effect, and kinetic isotope effect of secondary cracking.
Sources: en.wikipedia.org
== Politics == Manmohan Singh (1933–2024), former Prime Minister of India from 2004 to 2014 Ajit Pal Singh Kohli, Indian politician and MLA from Patiala Assembly constituency Amolak Rattan Kohli (born 1942), former governor of the Indian state of Mizoram from 2001 to 2006 Om Prakash Kohli (1935–2023), former governor of the Indian state of Gujarat from 2014 to 2019 Abdul Ghani Kohli (born 1943), Indian J&K politician Mohammad Aslam Kohli, Indian J&K politician Krishna Kohli (born 1979), Pakistani politician (While her name is spelled as Kohli, she originates from the Koli people, who are unrelated to the Kohlis of the Khukhrain clan) Kuli Kohli (born 1970), Indian-British poet, writer, disabled activist and local council member Veeru Kohli (1964–2023), Pakistani human rights activist (While her name is spelled as Kohli, she originates from the Koli people, who are unrelated to the Kohlis of the Khukhrain clan)
Gwen Chambers (Rose Abdoo) is a cancer patient who befriends and advises Kristina when Kristina is diagnosed with cancer. Gwen suffers a relapse of cancer and dies around the end of season 5. Kristina names the school she starts "Chambers Academy" in her honor. Dr. Bedsloe (Kurt Fuller) is the physician who performs Kristina's lumpectomy, recommends chemotherapy, and routinely checks up on her to see if the cancer is progressing or if she is cancer-free. Ruby Rizzoli (Courtney Grosbeck) is Hank Rizzoli's daughter, who is 14 in season 5. Sandy Rizzoli (Betsy Brandt) is Hank Rizzoli's former wife and the mother of Ruby Rizzoli. Oliver Rome (Tyson Ritter) is a musician who works for a fictional label in the show. He has his own band called Ashes of Rome. He is often egotistical and hotheaded. Carl Fletcher (Josh Stamberg) is a tenant in the building where Sarah Braverman lives and works as a super in season 5. Carl and Sarah have a brief relationship. Meredith Peet (Sonya Walger), known simply as "Peet", is the architect who hires Joel and his construction crew in season 5. Ed Brooks (David Denman) is a parent at the school Sydney and Victor Graham attend, who is on the sustainability committee with Julia. Their friendship starts to turn into an emotional affair that starts to get complicated when Ed kisses Julia, causing Joel to leave her. Heather Hall (Jurnee Smollett-Bell) is a smart and feisty up-and-coming political campaign adviser whom Kristina hires to be her campaign manager in season 5. Chad “Berto” Roberto (Nick Krause) is Drew's college roommate in season 5.
=== Antibacterial activity === Certain antimicrobial biomolecules found in the spider silk of P. phalangioides are able to elicit an inhibitory effect on drug-resistant human pathogens including gram-positive bacteria L. monocytogenes, gram-negative E. coli, Staphylococcus aureus, Bacillus subtilis, and Pseudomonas aeruginosa. More generally, researchers are hoping that the anti-microbial biomolecules of this spider silk could serve as a natural anti-microbial agent in the future against a host of infectious bacterial diseases that are resistant to antibiotics.
An Airlangga University survey from May to June 2020 found that people in East Java markets followed health protocols, including social distancing and mask-wearing, the least relative to other public places in East Java.
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.
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.