This is a working overview of Calibration curve, written for readers who want more than a one-paragraph summary but less than a textbook.
This page was last updated on 2026-05-21 and is reviewed periodically as new material appears.
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.
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.
| 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.
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.
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.
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.
In 2009, the first to obtain FDA approval for topical DMSO usage was PENNSAID, which contains diclofenac in a carrier with 45.5% DMSO Each 1 mL of TDiclo contains 16.05 mg diclofenac sodium. TDiclo solution also contains 45.5% dimethyl sulfoxide (DMSO) vehicle, which can result in enhanced penetration of active drug through the skin. The most common adverse event reported was dry skin at the application site (25.3% of patients), followed by contact dermatitis (13.0%)In interventional radiology, DMSO is used as a solvent for ethylene vinyl alcohol in the Onyx liquid embolic agent, which is used in embolization, the therapeutic occlusion of blood vessels. In cryobiology DMSO has been used as a cryoprotectant and is still an important constituent of cryoprotectant vitrification mixtures used to preserve organs, tissues, and cell suspensions. Without it, up to 90% of frozen cells will become inactive. It is particularly important in the freezing and long-term storage of embryonic stem cells and hematopoietic stem cells, which are often frozen in a mixture of 10% DMSO, a freezing medium, and 30% fetal bovine serum. In the cryogenic freezing of heteroploid cell lines (MDCK, VERO, etc.) a mixture of 10% DMSO with 90% EMEM (70% EMEM + 30% fetal bovine serum + antibiotic mixture) is used. As part of an autologous bone marrow transplant the DMSO is re-infused along with the patient's own hematopoietic stem cells. DMSO is metabolized by disproportionation to dimethyl sulfide and dimethyl sulfone. It is subject to renal and pulmonary excretion.
=== Treatment by medical professionals === In a healthcare setting, treatment depends on the severity of symptoms and intravenous access. If a patient is conscious and able to swallow safely, food or drink may be administered, as well as glucose tabs or gel. In those with intravenous access, 25 grams of 50% dextrose is commonly administered. When there is no intravenous access, intramuscular or intra-nasal glucagon may be administered.
=== Influence of preparation methods === Depending on the preparation and cooking methods, the nutritional value of potatoes can vary greatly. In particular, its energy content, moderate in comparison with other starchy foods, can increase considerably when cooked with fat, and its vitamin content is affected to a greater or lesser extent depending on the cooking method. However, cooking is essential to make it an appetizing and especially digestible food. In the raw potato, the starch is mainly in the form of resistant starch, so called because it resists digestive enzymes such as amylase. Under the effect of heat, around 50 °C, the amylose swells and causes the starch grains to burst, which "gelatinize" and lose their "resistant" character. However, when the preparation is subsequently cooled, e.g. in salads, the proportion of resistant starch increases due to a retrogradation of the amylose. In boiled potatoes, this proportion can be about 2% (of the total starch) and in potato salad it can be as high as 6%. The resistant starch remains intact in the large intestine, playing a role similar to that of dietary fiber, which may be of interest in some diets. A 100 g portion of potatoes simply boiled in their skins provides 76 kcal, which is comparable to corn porridge, also 76 kcal, or plantain (94), but is significantly lower than the same portion of dried beans (115), pasta (132), rice (135) or bread (278). They are often paired or cooked with dietary fats, which can significantly increase the potato dishes caloric value.
=== Prehistory === The first Aleutian occupants are thought to have arrived following Beringian migrations. Where the mainland of Alaska is thought to have been occupied before 15,000 years before present, the Aleutians were likely first occupied approximately 9,000 before present with the earliest archaeological sites found dating to that period, there is a possibility of an earlier occupation as early as 14,000 years ago as melting glaciers exposed the western shorelines of the Alaska Peninsula. The migration of the early Unangax̂ across the island chain would take thousands of years, beginning with the eastern islands, sites on Unalaska have been found which date to 9000 years before present. In the central islands, sites on Adak Island begin appearing approximately 6000 years before present. The western islands were the last settled, with sites beginning to appear 2,500 years before present. Within longest archaeological record in the Eastern Aleutians; the archaeological periods noted by archeologists Knecht and Davis are broken into Anangula phase (9000-7000 BP), Late Anangula (7000-4000 BP), the Margaret Bay Phase (4000-3000 BP), Amaknak Phase (3000-1000 BP), and the Late Aleutian Phase (1000-200 BP). The final three phases have also been noted as the Aleutian tradition. People living in the Aleutian Islands developed rich culture intimately tied to marine resources.
=== Buckman === Wisezah Buckman was the second out of the four to stand trial for the prison attack. Originally, Buckman was slated to be tried in 2020 for the murders, but due to the COVID-19 pandemic in the United States and other reasons, the trial was delayed multiple times until Buckman was finally put on trial in October 2023. On October 19, 2023, Buckman was found guilty of all four counts of first degree murder and ten other felony charges. On November 3, 2023, 35-year-old Wisezah Buckman was sentenced to death, after the jury unanimously recommended three death sentences for three of the murders, while they voted for life without parole for the murder of the fourth victim, Veronica Darden. In 2025, Buckman was transferred from Central Prison to ADX Florence, the same federal prison where Brady is imprisoned.
Sources: en.wikipedia.org
==== Submergent ==== Submerged macrophytes completely grow under water with roots attached to the substrate (rooted submerged) (e.g. Myriophyllum spicatum) or without any root system (unrooted submerged) (e.g. Ceratophyllum demersum). They can also grow up to the water's surface. Helophytes are plants that grow partly submerged in marshes and regrow from buds below the water surface. Fringing stands of tall vegetation by water basins and rivers may include helophytes. Examples include stands of Equisetum fluviatile, Glyceria maxima, Hippuris vulgaris, Sagittaria, Carex, Schoenoplectus, Sparganium, Acorus, yellow flag (Iris pseudacorus), Typha and Phragmites australis. Although seaweeds, which are large multicellular marine algae, have similar ecological functions to aquatic plants such as seagrass, they lack the specialized root/rhizoid system of plants. Instead, seaweeds have holdfasts that only serve as anchors and have no absorptive functions.
blot Any of a variety of molecular biology methods by which electrophoretically or chromatographically separated DNA, RNA, or protein samples are transferred from a support medium such as a polyacrylamide or agarose gel onto an immobilizing carrier such as a nitrocellulose or PVDF membrane. Some methods involve the transfer of molecules by capillary action (e.g. Southern and northern blotting), while others rely on the transport of charged molecules by electrophoresis (e.g. western blotting). The transferred molecules are then visualized by colorant staining, by autoradiography, or by probing for specific sequences or epitopes with hybridization probes or antibodies conjugated to chemiluminescent reporters.
During most of the post-war era, democratic socialist, labourist and social-democratic parties dominated the political scene and laid the ground to universalistic welfare states in the Nordic countries. For much of the mid- and late 20th century, Sweden was governed by the Swedish Social Democratic Party largely in cooperation with trade unions and industry. Tage Erlander was the leader of the Social Democratic Party and led the government from 1946 until 1969, an uninterrupted tenure of twenty-three years, one of the longest in any democracy. From 1945 until 1962, the Norwegian Labour Party held an absolute majority in the parliament led by Einar Gerhardsen, who served Prime Minister for seventeen years. The Danish Social Democrats governed Denmark for most of the 20th century and since the 1920s and through the 1940s and the 1970s a large majority of Prime Ministers were members of the Social Democrats, the largest and most popular political party in Denmark.
Addiction medicine deals with the treatment of addiction. Aerospace medicine deals with medical problems related to flying and space travel. Biomedical Engineering is a field dealing with the application of engineering principles to medical practice. Clinical pharmacology is concerned with how systems of therapeutics interact with patients. Conservation medicine studies the relationship between human and non-human animal health, and environmental conditions. Also known as ecological medicine, environmental medicine, or medical geology. Disaster medicine deals with medical aspects of emergency preparedness, disaster mitigation and management. Diving medicine (or hyperbaric medicine) is the prevention and treatment of diving-related problems. Evolutionary medicine is a perspective on medicine derived through applying evolutionary theory. Forensic medicine deals with medical questions in legal context, such as determination of the time and cause of death, type of weapon used to inflict trauma, reconstruction of the facial features using remains of deceased (skull) thus aiding identification. Gender-based medicine studies the biological and physiological differences between the human sexes and how that affects differences in disease. Health informatics is a relatively recent field that deal with the application of computers and information technology to medicine. Hospice and Palliative Medicine is a relatively modern branch of clinical medicine that deals with pain and symptom relief and emotional support in patients with terminal illnesses including cancer and heart failure.
The Heidelberg University Archives has, in its possession, a photo album from 1907 marking the 25th anniversary of Theodor Curtius receiving his Doctorate. It shows pictures of science scholars, buildings, and labs such as the physio-chemical, pharmaceutical, and organics labs, and much more.
Sources: en.wikipedia.org
Fibrillogenesis is the development of fine fibrils normally present in collagen fibers of connective tissue. It is derived from the New Latin fibrilla (meaning fibrils, or pertaining to fibrils) and Greek genesis (to create, the process by which something is created). The assembly of collagen fibrils, fibrillogenesis appears to be a self-assembly process although there is much speculation about the specifics of the mechanism through which the body produces collagen fibrils. In the body, collagen fibrils are composed of several types of collagen as well as macromolecules. Type I collagen is the most abundant structural macromolecule within the vertebrate body and also represents the most abundant collagen found within various collagen fibrils There are immense differences in the types of collagen fibrils that exist within the body. For instance, fibrils within the tendon vary in width and are banded into aggregates that form fibril bundles that resist forces of tension within one dimension. Similarly, fibrils that form the translucent corneal stromal matrix form orthogonal sheets and withstand the force of traction in two dimensions. These two structurally different collagen fibrils are speculated to be formed from the same molecules with type I collagen being the primary collagen found within both structures.
The renal interstitium facilitates solute and water transport between blood and urine in the vascular and tubular elements of the kidneys, and water reabsorption through changes in solute concentrations and hydrostatic gradients. The myocardial interstitium participates in ionic exchanges associated with the spread of electrical events. The pulmonary interstitium allows for fluctuations in lung volume between inspiration and expiration. The composition and chemical properties of the interstitial fluid vary among organs and undergo changes in chemical composition during normal function, as well as during body growth, conditions of inflammation, and development of diseases, as in heart failure and chronic kidney disease.
2 CmF3 + F2 → 2 CmF4 A series of ternary fluorides are known of the form A7Cm6F31 (A = alkali metal). The colorless curium(III) chloride (CmCl3) is made by reacting curium hydroxide (Cm(OH)3) with anhydrous hydrogen chloride gas. It can be further turned into other halides such as curium(III) bromide (colorless to light green) and curium(III) iodide (colorless), by reacting it with the ammonia salt of the corresponding halide at temperatures of ~400–450 °C:
Researchers in the 1960s and the 1970s were convinced that their methods would eventually succeed in creating a machine with general intelligence and considered this the goal of their field. In 1965 Herbert Simon predicted, "machines will be capable, within twenty years, of doing any work a man can do".In 1967 Marvin Minsky agreed, writing that "within a generation ... the problem of creating 'artificial intelligence' will substantially be solved". They had, however, underestimated the difficulty of the problem. In 1974, both the U.S. and British governments cut off exploratory research in response to the criticism of Sir James Lighthill and ongoing pressure from the U.S. Congress to fund more productive projects. Minsky and Papert's book Perceptrons was understood as proving that artificial neural networks would never be useful for solving real-world tasks, thus discrediting the approach altogether. The "AI winter", a period when obtaining funding for AI projects was difficult, followed. In the early 1980s, AI research was revived by the commercial success of expert systems, a form of AI program that simulated the knowledge and analytical skills of human experts. By 1985, the market for AI had reached over a billion dollars. At the same time, Japan's fifth generation computer project inspired the U.S. and British governments to restore funding for academic research. However, beginning with the collapse of the Lisp Machine market in 1987, AI once again fell into disrepute, and a second, longer-lasting winter began.
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.