The short version of Chromatogram fits in a sentence. The long version — which is the one that helps — is below.
Reviewed 2026-08-01. Anything still debated is marked as such rather than presented as settled.
Practical HPLC testing depends on careful sample preparation and instrument maintenance. Samples may require filtration, dilution, pH adjustment, or extraction to avoid column damage and matrix interference. Mobile phases are degassed and filtered, and columns are equilibrated before injection. Common problems include peak tailing, baseline drift, ghost peaks, carryover, and co-elution of analytes. Documentation of instrument logs, calibration records, and electronic audit trails supports data integrity and traceability. Ongoing training and routine maintenance help reduce variability between analysts and laboratories.
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.
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.
Detection commonly uses ultraviolet-visible absorbance, fluorescence, refractive index, or mass spectrometry. Ultraviolet detection depends on molecular chromophores that absorb light at specific wavelengths. Mass spectrometry provides mass information and sensitive quantification, often after electrospray ionization. Before sample batches, performance checks examine resolution, elution time repeatability, peak symmetry, and plate count. Matrix effects and co-elution remain recognized uncertainties; formal validation studies and orthogonal detection help address them. Detector choice depends on analyte properties and required sensitivity.
| Parameter | Typical acceptance criterion | Notes |
|---|---|---|
| Resolution | ≥ 1.5 | Baseline separation of adjacent peaks |
| Tailing factor | ≤ 2.0 | Peak symmetry measure |
| Theoretical plates | > 2000 | Column efficiency indicator |
| Injection repeatability | ≤ 2% RSD | Relative standard deviation for replicate injections |
| Linearity | r² ≥ 0.995 | Calibration curve over the working range |
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.
Separation in HPLC depends on the chemistry of the stationary phase, the composition of the mobile phase, and the physical properties of the column. Reverse-phase separations use a nonpolar stationary phase and a polar mobile phase, and they are common for many organic compounds. Ion-exchange, size-exclusion, and normal-phase modes serve other classes of analytes. Gradient elution changes solvent strength over time, while isocratic elution holds it constant. Flow rate, temperature, particle size, and column length all influence peak shape and resolution. Detection may use ultraviolet absorbance, fluorescence, refractive index, or mass spectrometry, depending on the analyte and the required sensitivity.
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.
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.
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.
WOMAC scale, taking into account pain, stiffness and functional limitation. Kellgren-Lawrence grading scale for osteoarthritis of the knee. It uses only projectional radiography features. Tönnis classification for osteoarthritis of the hip joint, also using only projectional radiography features.
=== Descriptions of deficiency effects === Between 1849 and 1887, Thomas Addison described a case of pernicious anemia, William Osler and William Gardner first described a case of neuropathy, Hayem described large red cells in the peripheral blood in this condition, which he called "giant blood corpuscles" (now called macrocytes), Paul Ehrlich identified megaloblasts in the bone marrow, and Ludwig Lichtheim described a case of myelopathy.
=== MURI === The Multidisciplinary University Research Initiative (MURI) encompasses dozens of Universities and a few government organizations. Participating universities include UC Berkeley, UC Los Angeles, UC San Diego, Massachusetts Institute of Technology, and Imperial College in London. The sponsors are Office of Naval Research and the Defense Advanced Research Project Agency. MURI supports research that intersects more than one traditional science and engineering discipline to accelerate both research and translation to applications. As of 2009, 69 academic institutions were expected to participate in 41 research efforts.
=== 24 January === At least 70 people were killed in an RSF drone strike on the maternity ward of the Saudi Hospital in El Fasher that also destroyed its emergency department. The SAF claimed to have broken the siege around the Signal Corp's base in Khartoum. The RSF denied the claims. The SAF also claimed to have broken the siege around its General Headquarters in Khartoum and retook the El-Jeili oil refinery. The SAF and allied militias repelled an RSF attack on El Fasher following the expiration of the latter's ultimatum for the SAF to withdraw. The JDF claimed it had killed more than 400 RSF militants, destroyed more than 25 vehicles and captured 30 others. Ayub Osman Nahar resigned as an advisor to Hemedti, saying that he refused to be part of the RSF's atrocities against civilians and accusing the group of burning villages and killing civilians in North Darfur and Gezira State.
Sources: en.wikipedia.org
He also serves on the scientific advisory board for seven additional companies (Eisai, Kemxtree, Quanta Therapeutics, Inc., Alkermes, Inc, Nutcracker Therapeutics, Inc., Hongene Biotech Corporation, Shouxin, and Sage Therapeutics) and has consulted for over twenty more, including presently at Bristol-Meyers-Squibb, Gilead, and BASF Corporation. In 2014, Baran began a partnership with IKA, a laboratory equipment manufacturer, to bring to market equipment designed to standardize electrochemical protocols and make electrochemistry accessible to the average organic chemist. Three years after the partnership began, the ElectraSyn was presented at the American Chemical Society annual meeting. In the seven years since, the ElectraSyn and subsequent ElectraSyn 2.0 have been adopted by the synthetic community and utilized towards hundreds of research articles and patents.
== Side effects == The most frequent side effects, occurring in 20% or more of users, are dry mouth, drowsiness, dizziness, constipation, and weight gain (on average 1.8 kg). Other common side effects are headache problems (amblyopia, blurred vision), tachycardia, increased appetite, tremor, fatigue/asthenia/feeling slowed down, and dyspepsia. A less common side effect of amitriptyline is urinary retention (8.7%). Amitriptyline can increase suicidal thoughts and behavior in people under the age of 24 and the US FDA required a boxed warning to be added to the prescription label. Amitriptyline-associated sexual dysfunction (occurring at a frequency of 6.9%) seems to be mostly confined to male patients with depression and is expressed predominantly as erectile dysfunction and low libido disorder, with lesser frequency of ejaculatory and orgasmic problems. The rate of sexual dysfunction in males treated for indications other than depression and in females is not significantly different from placebo. Liver test abnormalities occur in 10–12% of patients on amitriptyline, but are usually mild, asymptomatic, and transient, with consistently elevated alanine transaminase in 3% of all patients. The increases of the enzymes above the 3-fold threshold of liver toxicity are uncommon, and cases of clinically apparent liver toxicity are rare; nevertheless, amitriptyline is placed in the group of antidepressants with greater risks of hepatic toxicity. Amitriptyline prolongs the QT interval. This prolongation is relatively small at therapeutic doses but becomes severe in overdose.
=== RA 27/3 === Most of the modern Rubella vaccines (including the combination vaccine MMR) contain the RA 27/3 strain, which was developed by Stanley Plotkin and Leonard Hayflick at the Wistar Institute in Philadelphia. The vaccine was attenuated and prepared in the WI-38 normal human diploid cell strain which was developed by Hayflick and provided to Plotkin by him. In order to isolate the virus, instead of taking swab samples from the throats of infected patients, which could have been contaminated with other resident viruses, Plotkin decided to utilize aborted fetuses provided by the department of Obstetrics and Gynecology of the Hospital of the University of Pennsylvania. At the time, abortion was illegal in most of the United States (including Pennsylvania), but doctors were allowed to perform "therapeutic abortions" when the life of the woman was in danger. Some started to perform them also on women infected with rubella. Several dozens of aborted fetuses were collected and studied by Plotkin. The kidney tissue from fetus 27 produced the strain that was used to develop the attenuated rubella vaccine. The name RA 27/3 refers to "Rubella Abortus", 27th fetus, 3rd organ to be harvested (the kidney). The vaccine was first approved by the UK in 1970. The strain became the preferred vaccine used by pharmaceutical companies over the HPV-77, due to several considerations, including its higher immunogenicity; Merck made it its mainstay rubella vaccine in 1979. Parkman and his team did not monetize their patents, wanting the vaccine to be freely available.
The chylomicrons circulate throughout the body, giving the blood plasma a milky or creamy appearance after a fatty meal. Lipoprotein lipase on the endothelial surfaces of the capillaries, especially in adipose tissue, but to a lesser extent also in other tissues, partially digests the chylomicrons into free fatty acids, glycerol and chylomicron remnants. The fatty acids are absorbed by the adipocytes, but the glycerol and chylomicron remnants remain in the blood plasma, ultimately to be removed from the circulation by the liver. The free fatty acids released by the digestion of the chylomicrons are absorbed by the adipocytes, where they are resynthesized into triglycerides using glycerol derived from glucose in the glycolytic pathway. These triglycerides are stored, until needed for the fuel requirements of other tissues, in the fat droplet of the adipocyte. The liver absorbs a proportion of the glucose from the blood in the portal vein coming from the intestines. After the liver has replenished its glycogen stores (which amount to only about 100 g of glycogen when full) much of the rest of the glucose is converted into fatty acids as described below. These fatty acids are combined with glycerol to form triglycerides which are packaged into droplets very similar to chylomicrons, but known as very low-density lipoproteins (VLDL). These VLDL droplets are processed in exactly the same manner as chylomicrons, except that the VLDL remnant is known as an intermediate-density lipoprotein (IDL), which is capable of scavenging cholesterol from the blood.
Georges de Scudéry (1601–1667), novelist, dramatist and poet. Madeleine de Scudéry (1607–1701), writer. Jacques-Henri Bernardin de Saint-Pierre (1737–1814), writer and botanist. Charles Alexandre Lesueur (1778–1846), naturalist, artist and explorer Casimir Delavigne (1793–1843), poet and dramatist. Jacques-François Ancelot (1794–1854), dramatist and litterateur. Frédérick Lemaître (1800–1876), actor and playwright. Eleanor Mary Dennistoun Sellar (1829–1918), Scottish memoirist Léon Gautier (1832–1897), literary historian. Gabriel Monod (1844–1912), historian. Alfred-Louis Brunet-Debaines (1845–c. 1935), artist Juliette Heuzey (1865-1952), writer Louis Bachelier (1870–1946), mathematician Raoul Dufy (1877–1953), painter André Caplet (1878–1925), composer and conductor René Coty (1882–1962), French president (1954–1959) Ivan Đaja (1884–1957), biologist, physiologist, author and philosopher Suzanne Balguerie (1888–1973), French soprano Arthur Honegger (1892–1955), composer, a member of Les Six Thomas Roberts (1893–1976), Roman Catholic archbishop Jean Dubuffet (1901–1985), artist Jean Mallon (1904–1982), palaeographer Raymond Queneau (1903–1976), poet and novelist Jacques Leguerney (1906–1997), composer Bénédicte Pesle (1927–2018), arts patron Jacqueline Danno (1931-2021). actress and singer. Tristan Murail (born 1947), composer Elvire Murail (born 1958), writer for children Laurent Ruquier (born 1963), journalist govy, (1981-2023), artist
Sources: en.wikipedia.org
One of the methods is sealing of covalent DNA bond, namely phosphodiester bond and nicks. Reconstruction of those structures performed with assistance of ligation. For instance, T4 DNA ligase serve as a catalyst for sealing of a nick between 3 prime and 5 prime ends of DNA to make up strong phosphodiester bond. Ligated structures have higher thermal stability values. T4 DNA ligase has many valuable properties such as already mentioned catalytic, but it is also responsible for sealing of the gaps between DNA strands, nick-closing activity, repair of the DNA damage, etc. In nanostructures architecture, molecular biology researches - ssDNA is an important application model. T4 DNA ligase used to cyclize short ssDNA fragments, but process is complicated by formation of secondary structures. On the other hand, Taq DNA ligase is a thermostable enzyme which can be applied at higher temperatures (45, 55 and 65 °C respectively). Since at these temperature range secondary structures less stable it is enhance cyclization efficiency of oligonucleotides. The kinetic, biological, and other parameters of nanostructures are influenced by presence of the secondary structures in DNA rings. However, Taq DNA ligation occur only when two complementary DNA strands are perfectly paired and have no gaps in between. Analysis of ligases activities, mutations, deficiencies widely used in drug design and biological researches to investigate diseases, pathologies developments and related rare acquired or inherited syndromes (e.g. DNA ligase IV syndrome).
1H, the most commonly used spin-1/2 nucleus in NMR investigations, has been studied using many forms of NMR. Hydrogen is highly abundant, especially in biological systems. It is the nucleus providing the strongest NMR signal (apart from 3H, which is not commonly used due to its instability and radioactivity). Proton NMR has a narrow chemical-shift range but gives sharp signals in solution state. Fast acquisition of quantitative spectra (with peak integrals in stoichiometric ratios) is possible due to short relaxation time. The 1H nucleus has provided the sole diagnostic signal for clinical magnetic resonance imaging (MRI). 2H, a spin-1 nucleus, is commonly utilized to provide a signal-free medium in the form of deuterated solvents for proton NMR, to avoid signal interference from hydrogen-containing solvents in measurement of 1H NMR of solutes. It is also used in determining the behavior of lipids in lipid membranes and other solids or liquid crystals as it is a relatively non-perturbing label which can selectively replace 1H. Alternatively, 2H can be detected in media specially labeled with 2H. Deuterium resonance is commonly used in high-resolution NMR spectroscopy to monitor drift of the magnetic field strength (lock) and to monitor the homogeneity of the external magnetic field. 3He is very sensitive to NMR. It exists at a very low concentration in natural helium and can be purified from 4He. It is used mainly in studies of endohedral fullerenes, where its chemical inertness is beneficial to ascertaining the structure of the entrapping fullerene.
== Diagnosis == The diagnosis of MADD needs to be considered in patients who have exercise induced myalgia, cramps and sometimes weakness. A mildly elevated creatine kinase may also occur. Exclusion of other muscular diseases such as McArdle's Disease and carnitine cycle abnormalities should occur. MADD may be identified if there is a lack of ammonia rise after forearm exercise testing. The diagnosis may then be confirmed with genetic testing.
=== Shareholders === Silicon Valley Bank's holding company, SVB Financial Group, was a component of the S&P 500. At the time of the collapse, its largest shareholders included The Vanguard Group, BlackRock, and State Street Corporation, which owned the stock in large exchange traded funds that track the performance of S&P 500. The South Korean National Pension Service owned 100,000 shares in SVB's holding company, SVB Financial Group. CalPERS (California state pension fund) held about $67 million in bonds to the bank, or less than two percent of one percent of total investments, as of June 2022. On March 13, shares of similar regional banks, including First Republic Bank, Western Alliance Bancorporation, and PacWest Bancorp plummeted.
Sources: en.wikipedia.org
Method validation is the documented process of confirming that an HPLC procedure is suitable for its intended use. It evaluates accuracy, precision, specificity, linearity, range, detection limits, and robustness. Validation criteria depend on the regulatory context and the sample type.
System suitability tests are short checks performed before or during an HPLC run to verify instrument and method performance. They often include resolution, tailing factor, theoretical plates, and injection precision. Results must meet predefined limits for sample data to be accepted.
HPLC retention time alone cannot definitively identify an unknown substance. A match with a reference standard under identical conditions provides supporting evidence. Confirmation typically requires mass spectrometry, nuclear magnetic resonance, or another orthogonal technique.
HPLC separates and quantifies compounds in a liquid sample. Detectors produce a response proportional to the amount of a compound passing through the flow cell. Identification by retention time requires comparison with a known standard.