A practical reference on accuracy: what it is, how it behaves, what the literature reports, and where the honest uncertainties sit.
Reviewed 2026-02-13. Anything still debated is marked as such rather than presented as settled.
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.
System suitability testing is performed before and during analytical runs to confirm that the instrument and method are working as expected. Common checks include retention time, peak area, resolution between critical pairs, tailing factor, and theoretical plate count. Results are compared with predefined limits, and a failed check requires investigation before sample results are reported. Quality control samples at low, middle, and high concentrations are injected at intervals to monitor accuracy and precision. Blank injections detect carryover and contamination, while control charts track performance over time.
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.
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.
| Property | Value | Notes |
|---|---|---|
| Validation parameter | Accuracy | Measured value compared with true or accepted value |
| Precision type | Repeatability | Same analyst, instrument, and short time interval |
| Linearity range | 50–150% of target concentration | Common for assay methods; method-dependent |
| Limit of quantitation | Signal-to-noise ratio of 10:1 | Lowest concentration with acceptable precision |
| Common synonyms | Method validation, analytical validation | Documented confirmation that a method is suitable |
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.
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.
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.
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.
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.
Erythrocruorin Found in many annelids, including earthworms, it is a giant free-floating blood protein containing many dozens—possibly hundreds—of iron- and heme-bearing protein subunits bound together into a single protein complex with a molecular mass greater than 3.5 million daltons. Leghemoglobin In leguminous plants, such as alfalfa or soybeans, the nitrogen fixing bacteria in the roots are protected from oxygen by this iron heme containing oxygen-binding protein. The specific enzyme protected is nitrogenase, which is unable to reduce nitrogen gas in the presence of free oxygen. Coboglobin A synthetic cobalt-based porphyrin. Coboprotein would appear colorless when oxygenated, but yellow when in veins.
KFC's core product offering is pressure fried on-the-bone chicken pieces seasoned with Colonel Harland Sanders' "Original Recipe" of 11 herbs and spices. The product is typically available in either two- or three-piece individual servings or in a family size cardboard bucket typically holding between six and 16 chicken pieces. In territories that follow the system handed down by Colonel Sanders, such as Canada and the UK, each chicken is divided into nine different cuts (two drumsticks, two thighs, two wings, two breast pieces and one keel); however, the United States now uses an eight-piece cut. The chicken is hand-breaded at individual KFC outlets with wheat flour mixed with seasoning in a two- to four-minute process. It is then pressure fried for between seven and 10 minutes (the timing differs between countries) in oil at 185 degrees Celsius. Following this, the chicken is left to stand for 5 minutes in order for it to sufficiently cool before it is placed in the warming oven. It is KFC policy to discard chicken if it has not been sold within 90 minutes in order to ensure freshness. The frying oil varies regionally and versions used include sunflower, soybean, rapeseed and palm oil. A KFC executive stated that the taste of the chicken will vary between regions depending on the oil variety used and whether the chicken has been corn-fed or wheat-fed.
=== Borderline personality disorder === A systematic review of psychopharmacology in borderline personality disorder identified clonidine as a promising adjunctive therapy targeting noradrenergic dysregulation, especially in comorbid PTSD cases. However, it emphasized the limitations of small sample sizes and called for larger placebo-controlled trials.
Sources: en.wikipedia.org
Other minor differences occurred along with the facelift. The range was replaced in 1980, however, the station wagon models continued in production until 1986. The FA4-series Familia/323 was available in several body variants:
Acad. Sci. USA. Thomas Cech (b. 1947). American biochemist at the University of Colorado, famous for discovering catalytic properties of RNA. Member Natl. Acad. Sci. USA. Nobel prize in chemistry, along with Sidney Altman, in 1989. Howard Cedar (b. 1943). Israeli American biochemist at the Hebrew University of Jerusalem, working on DNA methylation, awarded the Israel Prize in Biology in 1999. Member of the Israel Academy of Sciences and Humanities.
=== Health === In 2001, Kardashian suffered a traumatic brain injury in a car accident. She went through the windshield and suffered a severe concussion, causing long-term memory loss. In October 2022, Kardashian revealed she had had a "rare" tumor removed from her face, having initially assumed it to be a zit. She had previously had an operation to remove melanoma when she was 19 years old.
Sources: en.wikipedia.org
=== Healthcare === In July 2018, Premier Ford named Rueben Devlin, an orthopedic surgeon who was CEO of Toronto's Humber River Hospital and a "key Tory adviser" and former Ontario PCs president—to a $348,000 a year three-year appointment on the Council on Improving Healthcare and Ending Hallway Medicine, to curb hospital overcrowding. Devlin is the Ford family's "closest health-care adviser." Health costs in Ontario were over $60 billion annually, according to TVO's Steve Paikin. Devlin is tasked with the selection of the other Council members, and with "ending hallway medicine, dental care for seniors, improved mental-health services), all while ensuring stable, long-term funding for the system—Premier Ford's election promises. Since coming into power in June 2018, Premier Ford's government put an approved injection site in Toronto—and several other places—on pause while Health Minister Christine Elliott studied the issue. In February 2019, the Ontario NDP said that two sets of leaked documents show that the Ford government was creating a health "super agency" that "would be in charge of managing health services, quality improvement, patient relations, digital health and tissue donation and transplants, among other responsibilities." The documents said that "long-term care inspections" and the Ontario's "air ambulance service" Ornge would be "outsourced". According to a CTV News report, Minister Elliot was "forced to make assurances" that these services would not be "privatized".
== Management == Katherine Stueland was appointed CEO of GeneDx in 2021. Under her leadership, the company refocused its operations on exome and genome sequencing for rare disease diagnosis. Stueland has been recognized for her work in genomic medicine, including being named to CNBC's Changemakers list in 2025 and to the TIME100 Health list in 2026. Kevin Feeley was appointed CFO in 2022. Prior to joining GeneDx, Feeley served as CFO of BioReference Laboratories and held senior roles at KPMG LLP. Bryan Dechairo was appointed COO in 2025.
Aprepitant, sold under the brand name Emend among others, is a medication used to prevent chemotherapy-induced nausea and vomiting and to prevent postoperative nausea and vomiting. It may be used together with ondansetron and dexamethasone. It is taken by mouth or administered by intravenous injection. A prodrug, fosaprepitant, is also available for intravenous administration. Common side effects include tiredness, loss of appetite, diarrhea, abdominal pain, hiccups, itchiness, pneumonia, and blood pressure changes. Other severe side effects may include anaphylaxis. While use in pregnancy does not appear to be harmful, such use has not been well studied. Aprepitant belongs to the class of neurokinin-1 receptor antagonists. It works by blocking substance P from attaching to the NK1 receptors. Aprepitant was approved for medical use in the European Union and the United States in 2003. It is made by Merck & Co. It is on the World Health Organization's List of Essential Medicines.
Sources: en.wikipedia.org
System suitability is a set of checks that confirm the instrument and method perform within limits before sample analysis. It typically includes resolution, tailing factor, retention time, and peak area reproducibility. If a check fails, the run is invalidated until the cause is resolved.
QC samples are usually injected at the beginning, at intervals during the run, and at the end. The exact frequency depends on the method, sample count, and regulatory requirements. Results outside acceptance limits can require rejection of the affected samples and investigation.
Method validation demonstrates that an HPLC procedure produces reliable results for its intended purpose. It provides documented evidence for accuracy, precision, specificity, and other performance characteristics. Regulators and quality systems require validation before a method is used for release or stability testing.
It separates components in a liquid sample and measures their amounts using a detector. Results can indicate concentration, purity, or identity based on retention time and detector response. The technique works for mixtures that can be dissolved and filtered.